warning: commands will be executed using /bin/sh
job 936 at Thu Sep  5 17:29:00 2013
FileBase	/isis4/andresg/Gatsby/gatsby140_08292013_reo/gatsby140_08292013_reo
ElecNo	6
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
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 1924095 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 641365 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 33844 members 
Mstep: Class 3 contains 33834 members 
Mstep: Class 4 contains 33583 members 
Mstep: Class 5 contains 33559 members 
Mstep: Class 6 contains 33960 members 
Mstep: Class 7 contains 33534 members 
Mstep: Class 8 contains 33917 members 
Mstep: Class 9 contains 33584 members 
Mstep: Class 10 contains 33974 members 
Mstep: Class 11 contains 33686 members 
Mstep: Class 12 contains 33347 members 
Mstep: Class 13 contains 33865 members 
Mstep: Class 14 contains 33903 members 
Mstep: Class 15 contains 34006 members 
Mstep: Class 16 contains 33689 members 
Mstep: Class 17 contains 33710 members 
Mstep: Class 18 contains 33699 members 
Mstep: Class 19 contains 33590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1068.566895 but Gain 2172.843750
Score: -62545756.000000 Penalty: 39111.210938
Iteration 0F: 19 clusters Score -6.254576e+07 nChanged 606482
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 37915 members 
Mstep: Class 3 contains 27836 members 
Mstep: Class 4 contains 24827 members 
Mstep: Class 5 contains 37759 members 
Mstep: Class 6 contains 44013 members 
Mstep: Class 7 contains 75333 members 
Mstep: Class 8 contains 34735 members 
Mstep: Class 9 contains 38280 members 
Mstep: Class 10 contains 31078 members 
Mstep: Class 11 contains 30996 members 
Mstep: Class 12 contains 38868 members 
Mstep: Class 13 contains 43340 members 
Mstep: Class 14 contains 28043 members 
Mstep: Class 15 contains 40367 members 
Mstep: Class 16 contains 34026 members 
Mstep: Class 17 contains 24241 members 
Mstep: Class 18 contains 30506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64223484.000000 Penalty: 39111.210938
Iteration 1F: 19 clusters Score -6.422348e+07 nChanged 289449
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 28147 members 
Mstep: Class 3 contains 20442 members 
Mstep: Class 4 contains 24482 members 
Mstep: Class 5 contains 26126 members 
Mstep: Class 6 contains 50320 members 
Mstep: Class 7 contains 147095 members 
Mstep: Class 8 contains 19398 members 
Mstep: Class 9 contains 49591 members 
Mstep: Class 10 contains 24448 members 
Mstep: Class 11 contains 17293 members 
Mstep: Class 12 contains 25759 members 
Mstep: Class 13 contains 44251 members 
Mstep: Class 14 contains 16602 members 
Mstep: Class 15 contains 50012 members 
Mstep: Class 16 contains 37987 members 
Mstep: Class 17 contains 22615 members 
Mstep: Class 18 contains 29634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65070580.000000 Penalty: 39111.210938
Iteration 2F: 19 clusters Score -6.507058e+07 nChanged 200770
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 21478 members 
Mstep: Class 3 contains 16215 members 
Mstep: Class 4 contains 18646 members 
Mstep: Class 5 contains 19800 members 
Mstep: Class 6 contains 52350 members 
Mstep: Class 7 contains 209656 members 
Mstep: Class 8 contains 10017 members 
Mstep: Class 9 contains 43280 members 
Mstep: Class 10 contains 20644 members 
Mstep: Class 11 contains 9691 members 
Mstep: Class 12 contains 19885 members 
Mstep: Class 13 contains 45301 members 
Mstep: Class 14 contains 15090 members 
Mstep: Class 15 contains 58385 members 
Mstep: Class 16 contains 36456 members 
Mstep: Class 17 contains 15944 members 
Mstep: Class 18 contains 26363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65366540.000000 Penalty: 39111.210938
Iteration 3F: 19 clusters Score -6.536654e+07 nChanged 122201
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 15894 members 
Mstep: Class 3 contains 14610 members 
Mstep: Class 4 contains 12143 members 
Mstep: Class 5 contains 18231 members 
Mstep: Class 6 contains 52772 members 
Mstep: Class 7 contains 249939 members 
Mstep: Class 8 contains 7202 members 
Mstep: Class 9 contains 36215 members 
Mstep: Class 10 contains 21829 members 
Mstep: Class 11 contains 5484 members 
Mstep: Class 12 contains 16303 members 
Mstep: Class 13 contains 45647 members 
Mstep: Class 14 contains 19408 members 
Mstep: Class 15 contains 61011 members 
Mstep: Class 16 contains 30715 members 
Mstep: Class 17 contains 10359 members 
Mstep: Class 18 contains 22493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65497256.000000 Penalty: 39111.210938
Iteration 4F: 19 clusters Score -6.549726e+07 nChanged 78785
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 11814 members 
Mstep: Class 3 contains 13672 members 
Mstep: Class 4 contains 8217 members 
Mstep: Class 5 contains 18661 members 
Mstep: Class 6 contains 52281 members 
Mstep: Class 7 contains 270177 members 
Mstep: Class 8 contains 5986 members 
Mstep: Class 9 contains 33855 members 
Mstep: Class 10 contains 23895 members 
Mstep: Class 11 contains 3484 members 
Mstep: Class 12 contains 13192 members 
Mstep: Class 13 contains 46209 members 
Mstep: Class 14 contains 23884 members 
Mstep: Class 15 contains 61094 members 
Mstep: Class 16 contains 26548 members 
Mstep: Class 17 contains 7222 members 
Mstep: Class 18 contains 20168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65580520.000000 Penalty: 39111.210938
Iteration 5F: 19 clusters Score -6.558052e+07 nChanged 55090
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8714 members 
Mstep: Class 3 contains 13090 members 
Mstep: Class 4 contains 5988 members 
Mstep: Class 5 contains 19706 members 
Mstep: Class 6 contains 50455 members 
Mstep: Class 7 contains 277769 members 
Mstep: Class 8 contains 5359 members 
Mstep: Class 9 contains 37107 members 
Mstep: Class 10 contains 24756 members 
Mstep: Class 11 contains 2400 members 
Mstep: Class 12 contains 11319 members 
Mstep: Class 13 contains 47034 members 
Mstep: Class 14 contains 27147 members 
Mstep: Class 15 contains 60414 members 
Mstep: Class 16 contains 24187 members 
Mstep: Class 17 contains 5897 members 
Mstep: Class 18 contains 18844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65639424.000000 Penalty: 39111.210938
Iteration 6F: 19 clusters Score -6.563942e+07 nChanged 40830
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6314 members 
Mstep: Class 3 contains 12632 members 
Mstep: Class 4 contains 4829 members 
Mstep: Class 5 contains 20582 members 
Mstep: Class 6 contains 48380 members 
Mstep: Class 7 contains 279356 members 
Mstep: Class 8 contains 5033 members 
Mstep: Class 9 contains 42775 members 
Mstep: Class 10 contains 24858 members 
Mstep: Class 11 contains 1860 members 
Mstep: Class 12 contains 10169 members 
Mstep: Class 13 contains 47318 members 
Mstep: Class 14 contains 29330 members 
Mstep: Class 15 contains 59543 members 
Mstep: Class 16 contains 22703 members 
Mstep: Class 17 contains 5598 members 
Mstep: Class 18 contains 18517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2045.037964 but Gain 2172.843750
Score: -65672588.000000 Penalty: 36938.367188
Iteration 7F: 18 clusters Score -6.567259e+07 nChanged 30395
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4921 members 
Mstep: Class 3 contains 12383 members 
Mstep: Class 4 contains 4395 members 
Mstep: Class 5 contains 21394 members 
Mstep: Class 6 contains 46864 members 
Mstep: Class 7 contains 278961 members 
Mstep: Class 8 contains 4834 members 
Mstep: Class 9 contains 47957 members 
Mstep: Class 10 contains 24779 members 
Mstep: Class 12 contains 9392 members 
Mstep: Class 13 contains 47512 members 
Mstep: Class 14 contains 30535 members 
Mstep: Class 15 contains 58735 members 
Mstep: Class 16 contains 22116 members 
Mstep: Class 17 contains 5826 members 
Mstep: Class 18 contains 18960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65691972.000000 Penalty: 36938.367188
Iteration 8Q: 18 clusters Score -6.569197e+07 nChanged 22138
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4249 members 
Mstep: Class 3 contains 12247 members 
Mstep: Class 4 contains 4251 members 
Mstep: Class 5 contains 21717 members 
Mstep: Class 6 contains 45624 members 
Mstep: Class 7 contains 276386 members 
Mstep: Class 8 contains 4682 members 
Mstep: Class 9 contains 53089 members 
Mstep: Class 10 contains 24500 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 47564 members 
Mstep: Class 14 contains 30992 members 
Mstep: Class 15 contains 58048 members 
Mstep: Class 16 contains 21558 members 
Mstep: Class 17 contains 6218 members 
Mstep: Class 18 contains 19505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65703228.000000 Penalty: 36938.367188
Iteration 9Q: 18 clusters Score -6.570323e+07 nChanged 19042
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3922 members 
Mstep: Class 3 contains 12173 members 
Mstep: Class 4 contains 4271 members 
Mstep: Class 5 contains 21927 members 
Mstep: Class 6 contains 44626 members 
Mstep: Class 7 contains 272164 members 
Mstep: Class 8 contains 4538 members 
Mstep: Class 9 contains 58808 members 
Mstep: Class 10 contains 24207 members 
Mstep: Class 12 contains 8273 members 
Mstep: Class 13 contains 47574 members 
Mstep: Class 14 contains 31161 members 
Mstep: Class 15 contains 57525 members 
Mstep: Class 16 contains 21383 members 
Mstep: Class 17 contains 6678 members 
Mstep: Class 18 contains 20038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65711764.000000 Penalty: 36938.367188
Iteration 10Q: 18 clusters Score -6.571176e+07 nChanged 18298
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3748 members 
Mstep: Class 3 contains 12215 members 
Mstep: Class 4 contains 4522 members 
Mstep: Class 5 contains 22096 members 
Mstep: Class 6 contains 43804 members 
Mstep: Class 7 contains 266040 members 
Mstep: Class 8 contains 4384 members 
Mstep: Class 9 contains 65655 members 
Mstep: Class 10 contains 23985 members 
Mstep: Class 12 contains 7897 members 
Mstep: Class 13 contains 47490 members 
Mstep: Class 14 contains 31143 members 
Mstep: Class 15 contains 57095 members 
Mstep: Class 16 contains 21476 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 20466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65722064.000000 Penalty: 36938.367188
Iteration 11Q: 18 clusters Score -6.572206e+07 nChanged 18365
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3668 members 
Mstep: Class 3 contains 12354 members 
Mstep: Class 4 contains 4820 members 
Mstep: Class 5 contains 22330 members 
Mstep: Class 6 contains 42988 members 
Mstep: Class 7 contains 258088 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 74086 members 
Mstep: Class 10 contains 23886 members 
Mstep: Class 12 contains 7592 members 
Mstep: Class 13 contains 47266 members 
Mstep: Class 14 contains 30991 members 
Mstep: Class 15 contains 56793 members 
Mstep: Class 16 contains 21701 members 
Mstep: Class 17 contains 7520 members 
Mstep: Class 18 contains 20728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65733212.000000 Penalty: 36938.367188
Iteration 12Q: 18 clusters Score -6.573321e+07 nChanged 18835
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3640 members 
Mstep: Class 3 contains 12488 members 
Mstep: Class 4 contains 5138 members 
Mstep: Class 5 contains 22522 members 
Mstep: Class 6 contains 42203 members 
Mstep: Class 7 contains 248246 members 
Mstep: Class 8 contains 4231 members 
Mstep: Class 9 contains 84146 members 
Mstep: Class 10 contains 23914 members 
Mstep: Class 12 contains 7359 members 
Mstep: Class 13 contains 47063 members 
Mstep: Class 14 contains 30780 members 
Mstep: Class 15 contains 56632 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 7797 members 
Mstep: Class 18 contains 20867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65746740.000000 Penalty: 36938.367188
Iteration 13Q: 18 clusters Score -6.574674e+07 nChanged 18809
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 12531 members 
Mstep: Class 4 contains 5446 members 
Mstep: Class 5 contains 22756 members 
Mstep: Class 6 contains 41281 members 
Mstep: Class 7 contains 238062 members 
Mstep: Class 8 contains 4201 members 
Mstep: Class 9 contains 94577 members 
Mstep: Class 10 contains 23975 members 
Mstep: Class 12 contains 7244 members 
Mstep: Class 13 contains 46884 members 
Mstep: Class 14 contains 30598 members 
Mstep: Class 15 contains 56567 members 
Mstep: Class 16 contains 22326 members 
Mstep: Class 17 contains 8012 members 
Mstep: Class 18 contains 20921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65761436.000000 Penalty: 36938.367188
Iteration 14Q: 18 clusters Score -6.576144e+07 nChanged 16684
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3634 members 
Mstep: Class 3 contains 12566 members 
Mstep: Class 4 contains 5760 members 
Mstep: Class 5 contains 23034 members 
Mstep: Class 6 contains 40276 members 
Mstep: Class 7 contains 229393 members 
Mstep: Class 8 contains 4174 members 
Mstep: Class 9 contains 103480 members 
Mstep: Class 10 contains 24082 members 
Mstep: Class 12 contains 7170 members 
Mstep: Class 13 contains 46764 members 
Mstep: Class 14 contains 30475 members 
Mstep: Class 15 contains 56600 members 
Mstep: Class 16 contains 22564 members 
Mstep: Class 17 contains 8098 members 
Mstep: Class 18 contains 20933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65773804.000000 Penalty: 36938.367188
Iteration 15Q: 18 clusters Score -6.57738e+07 nChanged 13980
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3627 members 
Mstep: Class 3 contains 12590 members 
Mstep: Class 4 contains 6125 members 
Mstep: Class 5 contains 23308 members 
Mstep: Class 6 contains 39259 members 
Mstep: Class 7 contains 222909 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 110189 members 
Mstep: Class 10 contains 24219 members 
Mstep: Class 12 contains 7137 members 
Mstep: Class 13 contains 46577 members 
Mstep: Class 14 contains 30338 members 
Mstep: Class 15 contains 56731 members 
Mstep: Class 16 contains 22796 members 
Mstep: Class 17 contains 8143 members 
Mstep: Class 18 contains 20886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65783788.000000 Penalty: 36938.367188
Iteration 16Q: 18 clusters Score -6.578379e+07 nChanged 11675
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3631 members 
Mstep: Class 3 contains 12602 members 
Mstep: Class 4 contains 6491 members 
Mstep: Class 5 contains 23582 members 
Mstep: Class 6 contains 38206 members 
Mstep: Class 7 contains 218132 members 
Mstep: Class 8 contains 4144 members 
Mstep: Class 9 contains 115007 members 
Mstep: Class 10 contains 24393 members 
Mstep: Class 12 contains 7120 members 
Mstep: Class 13 contains 46323 members 
Mstep: Class 14 contains 30235 members 
Mstep: Class 15 contains 56931 members 
Mstep: Class 16 contains 23096 members 
Mstep: Class 17 contains 8252 members 
Mstep: Class 18 contains 20842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65792272.000000 Penalty: 36938.367188
Iteration 17Q: 18 clusters Score -6.579227e+07 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3637 members 
Mstep: Class 3 contains 12615 members 
Mstep: Class 4 contains 6825 members 
Mstep: Class 5 contains 23841 members 
Mstep: Class 6 contains 37178 members 
Mstep: Class 7 contains 214480 members 
Mstep: Class 8 contains 4134 members 
Mstep: Class 9 contains 118745 members 
Mstep: Class 10 contains 24571 members 
Mstep: Class 12 contains 7122 members 
Mstep: Class 13 contains 45887 members 
Mstep: Class 14 contains 30155 members 
Mstep: Class 15 contains 57154 members 
Mstep: Class 16 contains 23397 members 
Mstep: Class 17 contains 8447 members 
Mstep: Class 18 contains 20796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65799552.000000 Penalty: 36938.367188
Iteration 18Q: 18 clusters Score -6.579955e+07 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3641 members 
Mstep: Class 3 contains 12635 members 
Mstep: Class 4 contains 7151 members 
Mstep: Class 5 contains 24089 members 
Mstep: Class 6 contains 36112 members 
Mstep: Class 7 contains 211559 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 121662 members 
Mstep: Class 10 contains 24768 members 
Mstep: Class 12 contains 7134 members 
Mstep: Class 13 contains 45273 members 
Mstep: Class 14 contains 30127 members 
Mstep: Class 15 contains 57432 members 
Mstep: Class 16 contains 23774 members 
Mstep: Class 17 contains 8725 members 
Mstep: Class 18 contains 20773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806352.000000 Penalty: 36938.367188
Iteration 19Q: 18 clusters Score -6.580635e+07 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3643 members 
Mstep: Class 3 contains 12643 members 
Mstep: Class 4 contains 7364 members 
Mstep: Class 5 contains 24315 members 
Mstep: Class 6 contains 34987 members 
Mstep: Class 7 contains 209245 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 123910 members 
Mstep: Class 10 contains 24954 members 
Mstep: Class 12 contains 7142 members 
Mstep: Class 13 contains 44682 members 
Mstep: Class 14 contains 30106 members 
Mstep: Class 15 contains 57794 members 
Mstep: Class 16 contains 24240 members 
Mstep: Class 17 contains 9054 members 
Mstep: Class 18 contains 20774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65825536.000000 Penalty: 36938.367188
Iteration 20F: 18 clusters Score -6.582554e+07 nChanged 12615
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3625 members 
Mstep: Class 3 contains 12662 members 
Mstep: Class 4 contains 7567 members 
Mstep: Class 5 contains 24424 members 
Mstep: Class 6 contains 33854 members 
Mstep: Class 7 contains 202952 members 
Mstep: Class 8 contains 4098 members 
Mstep: Class 9 contains 130247 members 
Mstep: Class 10 contains 25120 members 
Mstep: Class 12 contains 7133 members 
Mstep: Class 13 contains 44069 members 
Mstep: Class 14 contains 30078 members 
Mstep: Class 15 contains 58157 members 
Mstep: Class 16 contains 24684 members 
Mstep: Class 17 contains 9483 members 
Mstep: Class 18 contains 20767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65839940.000000 Penalty: 36938.367188
Iteration 21Q: 18 clusters Score -6.583994e+07 nChanged 11061
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3616 members 
Mstep: Class 3 contains 12670 members 
Mstep: Class 4 contains 7837 members 
Mstep: Class 5 contains 24628 members 
Mstep: Class 6 contains 32446 members 
Mstep: Class 7 contains 199732 members 
Mstep: Class 8 contains 4064 members 
Mstep: Class 9 contains 132803 members 
Mstep: Class 10 contains 25287 members 
Mstep: Class 12 contains 7141 members 
Mstep: Class 13 contains 44101 members 
Mstep: Class 14 contains 30065 members 
Mstep: Class 15 contains 58469 members 
Mstep: Class 16 contains 25234 members 
Mstep: Class 17 contains 9981 members 
Mstep: Class 18 contains 20785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65844636.000000 Penalty: 36938.367188
Iteration 22Q: 18 clusters Score -6.584464e+07 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3593 members 
Mstep: Class 3 contains 12712 members 
Mstep: Class 4 contains 8171 members 
Mstep: Class 5 contains 24886 members 
Mstep: Class 6 contains 30877 members 
Mstep: Class 7 contains 197729 members 
Mstep: Class 8 contains 4020 members 
Mstep: Class 9 contains 133874 members 
Mstep: Class 10 contains 25417 members 
Mstep: Class 12 contains 7129 members 
Mstep: Class 13 contains 44463 members 
Mstep: Class 14 contains 30055 members 
Mstep: Class 15 contains 58695 members 
Mstep: Class 16 contains 25926 members 
Mstep: Class 17 contains 10410 members 
Mstep: Class 18 contains 20832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65847756.000000 Penalty: 36938.367188
Iteration 23Q: 18 clusters Score -6.584776e+07 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3572 members 
Mstep: Class 3 contains 12726 members 
Mstep: Class 4 contains 8555 members 
Mstep: Class 5 contains 25172 members 
Mstep: Class 6 contains 29204 members 
Mstep: Class 7 contains 196410 members 
Mstep: Class 8 contains 3970 members 
Mstep: Class 9 contains 134025 members 
Mstep: Class 10 contains 25461 members 
Mstep: Class 12 contains 7150 members 
Mstep: Class 13 contains 45226 members 
Mstep: Class 14 contains 30031 members 
Mstep: Class 15 contains 58809 members 
Mstep: Class 16 contains 26666 members 
Mstep: Class 17 contains 10798 members 
Mstep: Class 18 contains 20935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65851252.000000 Penalty: 36938.367188
Iteration 24Q: 18 clusters Score -6.585125e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3554 members 
Mstep: Class 3 contains 12715 members 
Mstep: Class 4 contains 9038 members 
Mstep: Class 5 contains 25525 members 
Mstep: Class 6 contains 27456 members 
Mstep: Class 7 contains 195463 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 133559 members 
Mstep: Class 10 contains 25493 members 
Mstep: Class 12 contains 7188 members 
Mstep: Class 13 contains 46289 members 
Mstep: Class 14 contains 30005 members 
Mstep: Class 15 contains 58833 members 
Mstep: Class 16 contains 27428 members 
Mstep: Class 17 contains 11126 members 
Mstep: Class 18 contains 21051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65854364.000000 Penalty: 36938.367188
Iteration 25Q: 18 clusters Score -6.585436e+07 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3536 members 
Mstep: Class 3 contains 12698 members 
Mstep: Class 4 contains 9643 members 
Mstep: Class 5 contains 25898 members 
Mstep: Class 6 contains 25644 members 
Mstep: Class 7 contains 194808 members 
Mstep: Class 8 contains 3825 members 
Mstep: Class 9 contains 132780 members 
Mstep: Class 10 contains 25528 members 
Mstep: Class 12 contains 7235 members 
Mstep: Class 13 contains 47538 members 
Mstep: Class 14 contains 29971 members 
Mstep: Class 15 contains 58698 members 
Mstep: Class 16 contains 28150 members 
Mstep: Class 17 contains 11402 members 
Mstep: Class 18 contains 21177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65857044.000000 Penalty: 36938.367188
Iteration 26Q: 18 clusters Score -6.585704e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3522 members 
Mstep: Class 3 contains 12681 members 
Mstep: Class 4 contains 10278 members 
Mstep: Class 5 contains 26189 members 
Mstep: Class 6 contains 23896 members 
Mstep: Class 7 contains 194278 members 
Mstep: Class 8 contains 3760 members 
Mstep: Class 9 contains 131893 members 
Mstep: Class 10 contains 25569 members 
Mstep: Class 12 contains 7275 members 
Mstep: Class 13 contains 48811 members 
Mstep: Class 14 contains 29956 members 
Mstep: Class 15 contains 58524 members 
Mstep: Class 16 contains 28882 members 
Mstep: Class 17 contains 11635 members 
Mstep: Class 18 contains 21298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65858996.000000 Penalty: 36938.367188
Iteration 27Q: 18 clusters Score -6.5859e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3516 members 
Mstep: Class 3 contains 12663 members 
Mstep: Class 4 contains 10913 members 
Mstep: Class 5 contains 26448 members 
Mstep: Class 6 contains 22306 members 
Mstep: Class 7 contains 193844 members 
Mstep: Class 8 contains 3701 members 
Mstep: Class 9 contains 131117 members 
Mstep: Class 10 contains 25629 members 
Mstep: Class 12 contains 7321 members 
Mstep: Class 13 contains 49830 members 
Mstep: Class 14 contains 29945 members 
Mstep: Class 15 contains 58287 members 
Mstep: Class 16 contains 29600 members 
Mstep: Class 17 contains 11847 members 
Mstep: Class 18 contains 21417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65860872.000000 Penalty: 36938.367188
Iteration 28Q: 18 clusters Score -6.586087e+07 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3515 members 
Mstep: Class 3 contains 12621 members 
Mstep: Class 4 contains 11506 members 
Mstep: Class 5 contains 26670 members 
Mstep: Class 6 contains 20767 members 
Mstep: Class 7 contains 193412 members 
Mstep: Class 8 contains 3658 members 
Mstep: Class 9 contains 130441 members 
Mstep: Class 10 contains 25660 members 
Mstep: Class 12 contains 7372 members 
Mstep: Class 13 contains 50817 members 
Mstep: Class 14 contains 29938 members 
Mstep: Class 15 contains 58049 members 
Mstep: Class 16 contains 30332 members 
Mstep: Class 17 contains 12056 members 
Mstep: Class 18 contains 21526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65862520.000000 Penalty: 36938.367188
Iteration 29Q: 18 clusters Score -6.586252e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3514 members 
Mstep: Class 3 contains 12574 members 
Mstep: Class 4 contains 12107 members 
Mstep: Class 5 contains 26878 members 
Mstep: Class 6 contains 19274 members 
Mstep: Class 7 contains 193078 members 
Mstep: Class 8 contains 3619 members 
Mstep: Class 9 contains 129855 members 
Mstep: Class 10 contains 25704 members 
Mstep: Class 12 contains 7429 members 
Mstep: Class 13 contains 51703 members 
Mstep: Class 14 contains 29944 members 
Mstep: Class 15 contains 57800 members 
Mstep: Class 16 contains 30982 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 21644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65863616.000000 Penalty: 36938.367188
Iteration 30Q: 18 clusters Score -6.586362e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 12519 members 
Mstep: Class 4 contains 12640 members 
Mstep: Class 5 contains 27061 members 
Mstep: Class 6 contains 17887 members 
Mstep: Class 7 contains 192760 members 
Mstep: Class 8 contains 3575 members 
Mstep: Class 9 contains 129360 members 
Mstep: Class 10 contains 25742 members 
Mstep: Class 12 contains 7500 members 
Mstep: Class 13 contains 52542 members 
Mstep: Class 14 contains 29952 members 
Mstep: Class 15 contains 57573 members 
Mstep: Class 16 contains 31590 members 
Mstep: Class 17 contains 12310 members 
Mstep: Class 18 contains 21735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65864736.000000 Penalty: 36938.367188
Iteration 31Q: 18 clusters Score -6.586474e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3495 members 
Mstep: Class 3 contains 12466 members 
Mstep: Class 4 contains 13062 members 
Mstep: Class 5 contains 27219 members 
Mstep: Class 6 contains 16594 members 
Mstep: Class 7 contains 192507 members 
Mstep: Class 8 contains 3533 members 
Mstep: Class 9 contains 128956 members 
Mstep: Class 10 contains 25747 members 
Mstep: Class 12 contains 7576 members 
Mstep: Class 13 contains 53296 members 
Mstep: Class 14 contains 29958 members 
Mstep: Class 15 contains 57405 members 
Mstep: Class 16 contains 32183 members 
Mstep: Class 17 contains 12406 members 
Mstep: Class 18 contains 21812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65865956.000000 Penalty: 36938.367188
Iteration 32Q: 18 clusters Score -6.586596e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3487 members 
Mstep: Class 3 contains 12410 members 
Mstep: Class 4 contains 13437 members 
Mstep: Class 5 contains 27362 members 
Mstep: Class 6 contains 15411 members 
Mstep: Class 7 contains 192230 members 
Mstep: Class 8 contains 3491 members 
Mstep: Class 9 contains 128653 members 
Mstep: Class 10 contains 25768 members 
Mstep: Class 12 contains 7646 members 
Mstep: Class 13 contains 53915 members 
Mstep: Class 14 contains 29969 members 
Mstep: Class 15 contains 57233 members 
Mstep: Class 16 contains 32764 members 
Mstep: Class 17 contains 12504 members 
Mstep: Class 18 contains 21896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65866756.000000 Penalty: 36938.367188
Iteration 33Q: 18 clusters Score -6.586676e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3476 members 
Mstep: Class 3 contains 12357 members 
Mstep: Class 4 contains 13768 members 
Mstep: Class 5 contains 27528 members 
Mstep: Class 6 contains 14381 members 
Mstep: Class 7 contains 191891 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 128464 members 
Mstep: Class 10 contains 25795 members 
Mstep: Class 12 contains 7726 members 
Mstep: Class 13 contains 54361 members 
Mstep: Class 14 contains 29967 members 
Mstep: Class 15 contains 57073 members 
Mstep: Class 16 contains 33317 members 
Mstep: Class 17 contains 12596 members 
Mstep: Class 18 contains 21985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65867348.000000 Penalty: 36938.367188
Iteration 34Q: 18 clusters Score -6.586735e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3470 members 
Mstep: Class 3 contains 12280 members 
Mstep: Class 4 contains 14001 members 
Mstep: Class 5 contains 27665 members 
Mstep: Class 6 contains 13516 members 
Mstep: Class 7 contains 191549 members 
Mstep: Class 8 contains 3426 members 
Mstep: Class 9 contains 128328 members 
Mstep: Class 10 contains 25818 members 
Mstep: Class 12 contains 7826 members 
Mstep: Class 13 contains 54742 members 
Mstep: Class 14 contains 29980 members 
Mstep: Class 15 contains 56964 members 
Mstep: Class 16 contains 33828 members 
Mstep: Class 17 contains 12668 members 
Mstep: Class 18 contains 22053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65868068.000000 Penalty: 36938.367188
Iteration 35Q: 18 clusters Score -6.586807e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 12210 members 
Mstep: Class 4 contains 14190 members 
Mstep: Class 5 contains 27812 members 
Mstep: Class 6 contains 12787 members 
Mstep: Class 7 contains 191195 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 128265 members 
Mstep: Class 10 contains 25858 members 
Mstep: Class 12 contains 7937 members 
Mstep: Class 13 contains 54968 members 
Mstep: Class 14 contains 29986 members 
Mstep: Class 15 contains 56892 members 
Mstep: Class 16 contains 34306 members 
Mstep: Class 17 contains 12735 members 
Mstep: Class 18 contains 22090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65868536.000000 Penalty: 36938.367188
Iteration 36Q: 18 clusters Score -6.586854e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3446 members 
Mstep: Class 3 contains 12132 members 
Mstep: Class 4 contains 14378 members 
Mstep: Class 5 contains 27941 members 
Mstep: Class 6 contains 12219 members 
Mstep: Class 7 contains 190821 members 
Mstep: Class 8 contains 3377 members 
Mstep: Class 9 contains 128216 members 
Mstep: Class 10 contains 25890 members 
Mstep: Class 12 contains 8040 members 
Mstep: Class 13 contains 55059 members 
Mstep: Class 14 contains 29995 members 
Mstep: Class 15 contains 56848 members 
Mstep: Class 16 contains 34741 members 
Mstep: Class 17 contains 12824 members 
Mstep: Class 18 contains 22137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65868940.000000 Penalty: 36938.367188
Iteration 37Q: 18 clusters Score -6.586894e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3437 members 
Mstep: Class 3 contains 12053 members 
Mstep: Class 4 contains 14536 members 
Mstep: Class 5 contains 28125 members 
Mstep: Class 6 contains 11764 members 
Mstep: Class 7 contains 190421 members 
Mstep: Class 8 contains 3360 members 
Mstep: Class 9 contains 128190 members 
Mstep: Class 10 contains 25930 members 
Mstep: Class 12 contains 8147 members 
Mstep: Class 13 contains 55085 members 
Mstep: Class 14 contains 29997 members 
Mstep: Class 15 contains 56782 members 
Mstep: Class 16 contains 35143 members 
Mstep: Class 17 contains 12903 members 
Mstep: Class 18 contains 22169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65869076.000000 Penalty: 36938.367188
Iteration 38Q: 18 clusters Score -6.586908e+07 nChanged 2053
Entering ConstructFrom: 
Score: -65869076.000000 Penalty: 36938.367188
Entering ConstructFrom: 
Trying to split cluster 1 (3148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Entering Unmasked Estep 
Score: -304414.875000 Penalty: 1308.859863
	Iteration 0F: 2 clusters Score -304414.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -301602.812500 Penalty: 2617.719727
	Iteration 0F: 3 clusters Score -301602.8 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -302402.312500 Penalty: 2617.719727
	Iteration 1F: 3 clusters Score -302402.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -302705.125000 Penalty: 2617.719727
	Iteration 2F: 3 clusters Score -302705.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -302965.375000 Penalty: 2617.719727
	Iteration 3F: 3 clusters Score -302965.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -303165.375000 Penalty: 2617.719727
	Iteration 4F: 3 clusters Score -303165.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -303316.906250 Penalty: 2617.719727
	Iteration 5F: 3 clusters Score -303316.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -303442.531250 Penalty: 2617.719727
	Iteration 6Q: 3 clusters Score -303442.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -303573.812500 Penalty: 2617.719727
	Iteration 7Q: 3 clusters Score -303573.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -303669.062500 Penalty: 2617.719727
	Iteration 8Q: 3 clusters Score -303669.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -303755.937500 Penalty: 2617.719727
	Iteration 9Q: 3 clusters Score -303755.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -303810.843750 Penalty: 2617.719727
	Iteration 10Q: 3 clusters Score -303810.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -303856.875000 Penalty: 2617.719727
	Iteration 11Q: 3 clusters Score -303856.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -303904.625000 Penalty: 2617.719727
	Iteration 12Q: 3 clusters Score -303904.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -303947.093750 Penalty: 2617.719727
	Iteration 13Q: 3 clusters Score -303947.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -303977.937500 Penalty: 2617.719727
	Iteration 14Q: 3 clusters Score -303977.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -303996.562500 Penalty: 2617.719727
	Iteration 15Q: 3 clusters Score -303996.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -304002.312500 Penalty: 2617.719727
	Iteration 16Q: 3 clusters Score -304002.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -304009.343750 Penalty: 2617.719727
	Iteration 17Q: 3 clusters Score -304009.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -304018.812500 Penalty: 2617.719727
	Iteration 18Q: 3 clusters Score -304018.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -304025.937500 Penalty: 2617.719727
	Iteration 19Q: 3 clusters Score -304025.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -304029.812500 Penalty: 2617.719727
	Iteration 20F: 3 clusters Score -304029.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -304032.031250 Penalty: 2617.719727
	Iteration 21Q: 3 clusters Score -304032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -304032.812500 Penalty: 2617.719727
	Iteration 22Q: 3 clusters Score -304032.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -304033.531250 Penalty: 2617.719727
	Iteration 23Q: 3 clusters Score -304033.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -304035.281250 Penalty: 2617.719727
	Iteration 24Q: 3 clusters Score -304035.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -304036.937500 Penalty: 2617.719727
	Iteration 25Q: 3 clusters Score -304036.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -304038.468750 Penalty: 2617.719727
	Iteration 26Q: 3 clusters Score -304038.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -304039.781250 Penalty: 2617.719727
	Iteration 27Q: 3 clusters Score -304039.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -304040.937500 Penalty: 2617.719727
	Iteration 28Q: 3 clusters Score -304040.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -304041.843750 Penalty: 2617.719727
	Iteration 29Q: 3 clusters Score -304041.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -304041.843750 Penalty: 2617.719727
	Iteration 30F: 3 clusters Score -304041.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Entering Unmasked Estep 
Score: -297103.125000 Penalty: 1322.421875
	Iteration 0F: 2 clusters Score -297103.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -294311.718750 Penalty: 2644.843750
	Iteration 0F: 3 clusters Score -294311.7 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -296652.968750 Penalty: 2644.843750
	Iteration 1F: 3 clusters Score -296653 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -299536.218750 Penalty: 2644.843750
	Iteration 2F: 3 clusters Score -299536.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -301461.312500 Penalty: 2644.843750
	Iteration 3F: 3 clusters Score -301461.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -302043.500000 Penalty: 2644.843750
	Iteration 4F: 3 clusters Score -302043.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -302225.218750 Penalty: 2644.843750
	Iteration 5Q: 3 clusters Score -302225.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -302315.937500 Penalty: 2644.843750
	Iteration 6Q: 3 clusters Score -302315.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -302364.718750 Penalty: 2644.843750
	Iteration 7Q: 3 clusters Score -302364.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -302385.375000 Penalty: 2644.843750
	Iteration 8Q: 3 clusters Score -302385.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -302390.875000 Penalty: 2644.843750
	Iteration 9Q: 3 clusters Score -302390.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -302390.843750 Penalty: 2644.843750
	Iteration 10Q: 3 clusters Score -302390.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -302391.062500 Penalty: 2644.843750
	Iteration 11Q: 3 clusters Score -302391.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -302391.343750 Penalty: 2644.843750
	Iteration 12Q: 3 clusters Score -302391.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -302391.343750 Penalty: 2644.843750
	Iteration 13F: 3 clusters Score -302391.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 11977 members 
Mstep: Class 4 contains 14658 members 
Mstep: Class 5 contains 28280 members 
Mstep: Class 6 contains 11424 members 
Mstep: Class 7 contains 190036 members 
Mstep: Class 8 contains 3350 members 
Mstep: Class 9 contains 128202 members 
Mstep: Class 10 contains 25968 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 8283 members 
Mstep: Class 13 contains 55044 members 
Mstep: Class 14 contains 29991 members 
Mstep: Class 15 contains 56735 members 
Mstep: Class 16 contains 35487 members 
Mstep: Class 17 contains 12955 members 
Mstep: Class 18 contains 22218 members 
Entering Unmasked Estep 
Score: -65873388.000000 Penalty: 39111.210938
Splitting cluster 2 changes total score from -65869076.000000 to -65873388.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 3 (11977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Entering Unmasked Estep 
Score: -1227767.250000 Penalty: 1525.995728
	Iteration 0F: 2 clusters Score -1227767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1219372.625000 Penalty: 3051.991455
	Iteration 0F: 3 clusters Score -1219373 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1222399.375000 Penalty: 3051.991455
	Iteration 1F: 3 clusters Score -1222399 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1223012.375000 Penalty: 3051.991455
	Iteration 2F: 3 clusters Score -1223012 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1223850.125000 Penalty: 3051.991455
	Iteration 3F: 3 clusters Score -1223850 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1225039.500000 Penalty: 3051.991455
	Iteration 4F: 3 clusters Score -1225040 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1226568.250000 Penalty: 3051.991455
	Iteration 5F: 3 clusters Score -1226568 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1228344.375000 Penalty: 3051.991455
	Iteration 6F: 3 clusters Score -1228344 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1229851.125000 Penalty: 3051.991455
	Iteration 7F: 3 clusters Score -1229851 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1230826.375000 Penalty: 3051.991455
	Iteration 8Q: 3 clusters Score -1230826 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1231758.625000 Penalty: 3051.991455
	Iteration 9Q: 3 clusters Score -1231759 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1232187.375000 Penalty: 3051.991455
	Iteration 10Q: 3 clusters Score -1232187 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1232290.250000 Penalty: 3051.991455
	Iteration 11Q: 3 clusters Score -1232290 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1232359.500000 Penalty: 3051.991455
	Iteration 12Q: 3 clusters Score -1232360 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1232421.625000 Penalty: 3051.991455
	Iteration 13Q: 3 clusters Score -1232422 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1232460.375000 Penalty: 3051.991455
	Iteration 14Q: 3 clusters Score -1232460 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1232487.500000 Penalty: 3051.991455
	Iteration 15Q: 3 clusters Score -1232488 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1232502.750000 Penalty: 3051.991455
	Iteration 16Q: 3 clusters Score -1232503 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1232520.875000 Penalty: 3051.991455
	Iteration 17Q: 3 clusters Score -1232521 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1232527.750000 Penalty: 3051.991455
	Iteration 18Q: 3 clusters Score -1232528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1232533.375000 Penalty: 3051.991455
	Iteration 19Q: 3 clusters Score -1232533 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1232544.125000 Penalty: 3051.991455
	Iteration 20F: 3 clusters Score -1232544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1232547.750000 Penalty: 3051.991455
	Iteration 21Q: 3 clusters Score -1232548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1232551.750000 Penalty: 3051.991455
	Iteration 22Q: 3 clusters Score -1232552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1232554.375000 Penalty: 3051.991455
	Iteration 23Q: 3 clusters Score -1232554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1232554.750000 Penalty: 3051.991455
	Iteration 24Q: 3 clusters Score -1232555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1232562.500000 Penalty: 3051.991455
	Iteration 25Q: 3 clusters Score -1232562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1232565.000000 Penalty: 3051.991455
	Iteration 26Q: 3 clusters Score -1232565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1232567.625000 Penalty: 3051.991455
	Iteration 27Q: 3 clusters Score -1232568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1232569.250000 Penalty: 3051.991455
	Iteration 28Q: 3 clusters Score -1232569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1232570.875000 Penalty: 3051.991455
	Iteration 29Q: 3 clusters Score -1232571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1232570.875000 Penalty: 3051.991455
	Iteration 30F: 3 clusters Score -1232571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 7779 members 
Mstep: Class 4 contains 14658 members 
Mstep: Class 5 contains 28280 members 
Mstep: Class 6 contains 11424 members 
Mstep: Class 7 contains 190036 members 
Mstep: Class 8 contains 3350 members 
Mstep: Class 9 contains 128202 members 
Mstep: Class 10 contains 25968 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 8283 members 
Mstep: Class 13 contains 55044 members 
Mstep: Class 14 contains 29991 members 
Mstep: Class 15 contains 56735 members 
Mstep: Class 16 contains 35487 members 
Mstep: Class 17 contains 12955 members 
Mstep: Class 18 contains 22218 members 
Mstep: Class 19 contains 4198 members 
Entering Unmasked Estep 
Score: -65877484.000000 Penalty: 41284.054688
Splitting cluster 3 changes total score from -65869076.000000 to -65877484.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 4 (14658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Entering Unmasked Estep 
Score: -1543867.000000 Penalty: 1558.820557
	Iteration 0F: 2 clusters Score -1543867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1533760.250000 Penalty: 3117.641113
	Iteration 0F: 3 clusters Score -1533760 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1537268.750000 Penalty: 3117.641113
	Iteration 1F: 3 clusters Score -1537269 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1537529.750000 Penalty: 3117.641113
	Iteration 2F: 3 clusters Score -1537530 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1537730.625000 Penalty: 3117.641113
	Iteration 3Q: 3 clusters Score -1537731 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1537900.125000 Penalty: 3117.641113
	Iteration 4Q: 3 clusters Score -1537900 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1538057.125000 Penalty: 3117.641113
	Iteration 5Q: 3 clusters Score -1538057 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1538221.750000 Penalty: 3117.641113
	Iteration 6Q: 3 clusters Score -1538222 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1538366.875000 Penalty: 3117.641113
	Iteration 7Q: 3 clusters Score -1538367 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1538521.625000 Penalty: 3117.641113
	Iteration 8Q: 3 clusters Score -1538522 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1538729.875000 Penalty: 3117.641113
	Iteration 9Q: 3 clusters Score -1538730 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1539000.500000 Penalty: 3117.641113
	Iteration 10Q: 3 clusters Score -1539000 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1539314.875000 Penalty: 3117.641113
	Iteration 11Q: 3 clusters Score -1539315 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1539680.750000 Penalty: 3117.641113
	Iteration 12Q: 3 clusters Score -1539681 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1540128.000000 Penalty: 3117.641113
	Iteration 13Q: 3 clusters Score -1540128 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1540460.875000 Penalty: 3117.641113
	Iteration 14Q: 3 clusters Score -1540461 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1540726.375000 Penalty: 3117.641113
	Iteration 15Q: 3 clusters Score -1540726 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1540936.750000 Penalty: 3117.641113
	Iteration 16Q: 3 clusters Score -1540937 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1541131.500000 Penalty: 3117.641113
	Iteration 17Q: 3 clusters Score -1541132 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1541324.625000 Penalty: 3117.641113
	Iteration 18Q: 3 clusters Score -1541325 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1541499.875000 Penalty: 3117.641113
	Iteration 19Q: 3 clusters Score -1541500 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1541683.375000 Penalty: 3117.641113
	Iteration 20F: 3 clusters Score -1541683 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1541844.375000 Penalty: 3117.641113
	Iteration 21Q: 3 clusters Score -1541844 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1541986.500000 Penalty: 3117.641113
	Iteration 22Q: 3 clusters Score -1541986 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1542112.250000 Penalty: 3117.641113
	Iteration 23Q: 3 clusters Score -1542112 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1542211.125000 Penalty: 3117.641113
	Iteration 24Q: 3 clusters Score -1542211 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1542291.375000 Penalty: 3117.641113
	Iteration 25Q: 3 clusters Score -1542291 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1542356.125000 Penalty: 3117.641113
	Iteration 26Q: 3 clusters Score -1542356 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1542417.250000 Penalty: 3117.641113
	Iteration 27Q: 3 clusters Score -1542417 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1542470.500000 Penalty: 3117.641113
	Iteration 28Q: 3 clusters Score -1542470 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1542504.250000 Penalty: 3117.641113
	Iteration 29Q: 3 clusters Score -1542504 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1542530.375000 Penalty: 3117.641113
	Iteration 30Q: 3 clusters Score -1542530 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1542559.375000 Penalty: 3117.641113
	Iteration 31Q: 3 clusters Score -1542559 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1542578.750000 Penalty: 3117.641113
	Iteration 32Q: 3 clusters Score -1542579 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1542587.500000 Penalty: 3117.641113
	Iteration 33Q: 3 clusters Score -1542588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1542589.875000 Penalty: 3117.641113
	Iteration 34Q: 3 clusters Score -1542590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1542593.875000 Penalty: 3117.641113
	Iteration 35Q: 3 clusters Score -1542594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1542604.500000 Penalty: 3117.641113
	Iteration 36Q: 3 clusters Score -1542604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1542611.875000 Penalty: 3117.641113
	Iteration 37Q: 3 clusters Score -1542612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1542621.000000 Penalty: 3117.641113
	Iteration 38Q: 3 clusters Score -1542621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1542626.500000 Penalty: 3117.641113
	Iteration 39Q: 3 clusters Score -1542626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1542632.125000 Penalty: 3117.641113
	Iteration 40F: 3 clusters Score -1542632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1542637.125000 Penalty: 3117.641113
	Iteration 41Q: 3 clusters Score -1542637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1542637.375000 Penalty: 3117.641113
	Iteration 42Q: 3 clusters Score -1542637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1542638.500000 Penalty: 3117.641113
	Iteration 43Q: 3 clusters Score -1542638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1542643.000000 Penalty: 3117.641113
	Iteration 44Q: 3 clusters Score -1542643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1542643.625000 Penalty: 3117.641113
	Iteration 45Q: 3 clusters Score -1542644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1542645.625000 Penalty: 3117.641113
	Iteration 46Q: 3 clusters Score -1542646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1542648.250000 Penalty: 3117.641113
	Iteration 47Q: 3 clusters Score -1542648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1542648.625000 Penalty: 3117.641113
	Iteration 48Q: 3 clusters Score -1542649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1542648.375000 Penalty: 3117.641113
	Iteration 49Q: 3 clusters Score -1542648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1542653.375000 Penalty: 3117.641113
	Iteration 50Q: 3 clusters Score -1542653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1542652.625000 Penalty: 3117.641113
	Iteration 51Q: 3 clusters Score -1542653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1542653.250000 Penalty: 3117.641113
	Iteration 52Q: 3 clusters Score -1542653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1542653.375000 Penalty: 3117.641113
	Iteration 53Q: 3 clusters Score -1542653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1542653.250000 Penalty: 3117.641113
	Iteration 54Q: 3 clusters Score -1542653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1542653.375000 Penalty: 3117.641113
	Iteration 55Q: 3 clusters Score -1542653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1542652.000000 Penalty: 3117.641113
	Iteration 56Q: 3 clusters Score -1542652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1542652.000000 Penalty: 3117.641113
	Iteration 57F: 3 clusters Score -1542652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Entering Unmasked Estep 
Score: -2719616.500000 Penalty: 1665.610474
	Iteration 0F: 2 clusters Score -2719616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -2700641.750000 Penalty: 3331.220947
	Iteration 0F: 3 clusters Score -2700642 nChanged 13089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2709377.750000 Penalty: 3331.220947
	Iteration 1F: 3 clusters Score -2709378 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2710962.250000 Penalty: 3331.220947
	Iteration 2F: 3 clusters Score -2710962 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2712261.000000 Penalty: 3331.220947
	Iteration 3F: 3 clusters Score -2712261 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2713164.500000 Penalty: 3331.220947
	Iteration 4F: 3 clusters Score -2713164 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2713826.250000 Penalty: 3331.220947
	Iteration 5F: 3 clusters Score -2713826 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2714302.250000 Penalty: 3331.220947
	Iteration 6Q: 3 clusters Score -2714302 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2714595.000000 Penalty: 3331.220947
	Iteration 7Q: 3 clusters Score -2714595 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2714812.000000 Penalty: 3331.220947
	Iteration 8Q: 3 clusters Score -2714812 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2714988.000000 Penalty: 3331.220947
	Iteration 9Q: 3 clusters Score -2714988 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -2715135.750000 Penalty: 3331.220947
	Iteration 10Q: 3 clusters Score -2715136 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2715242.500000 Penalty: 3331.220947
	Iteration 11Q: 3 clusters Score -2715242 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -2715329.000000 Penalty: 3331.220947
	Iteration 12Q: 3 clusters Score -2715329 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2715432.500000 Penalty: 3331.220947
	Iteration 13Q: 3 clusters Score -2715432 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2715469.000000 Penalty: 3331.220947
	Iteration 14Q: 3 clusters Score -2715469 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2715504.500000 Penalty: 3331.220947
	Iteration 15Q: 3 clusters Score -2715504 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2715557.500000 Penalty: 3331.220947
	Iteration 16Q: 3 clusters Score -2715558 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2715575.500000 Penalty: 3331.220947
	Iteration 17Q: 3 clusters Score -2715576 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2715616.250000 Penalty: 3331.220947
	Iteration 18Q: 3 clusters Score -2715616 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2715638.000000 Penalty: 3331.220947
	Iteration 19Q: 3 clusters Score -2715638 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2715667.000000 Penalty: 3331.220947
	Iteration 20F: 3 clusters Score -2715667 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2715706.250000 Penalty: 3331.220947
	Iteration 21Q: 3 clusters Score -2715706 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2715755.000000 Penalty: 3331.220947
	Iteration 22Q: 3 clusters Score -2715755 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2715816.250000 Penalty: 3331.220947
	Iteration 23Q: 3 clusters Score -2715816 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2715884.250000 Penalty: 3331.220947
	Iteration 24Q: 3 clusters Score -2715884 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2715977.000000 Penalty: 3331.220947
	Iteration 25Q: 3 clusters Score -2715977 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2716077.750000 Penalty: 3331.220947
	Iteration 26Q: 3 clusters Score -2716078 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2716208.250000 Penalty: 3331.220947
	Iteration 27Q: 3 clusters Score -2716208 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2716386.250000 Penalty: 3331.220947
	Iteration 28Q: 3 clusters Score -2716386 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2716618.000000 Penalty: 3331.220947
	Iteration 29Q: 3 clusters Score -2716618 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2716908.250000 Penalty: 3331.220947
	Iteration 30Q: 3 clusters Score -2716908 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2717332.500000 Penalty: 3331.220947
	Iteration 31Q: 3 clusters Score -2717332 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2717848.000000 Penalty: 3331.220947
	Iteration 32Q: 3 clusters Score -2717848 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -2718466.750000 Penalty: 3331.220947
	Iteration 33Q: 3 clusters Score -2718467 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2719139.750000 Penalty: 3331.220947
	Iteration 34Q: 3 clusters Score -2719140 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2719918.500000 Penalty: 3331.220947
	Iteration 35Q: 3 clusters Score -2719918 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2720578.500000 Penalty: 3331.220947
	Iteration 36Q: 3 clusters Score -2720578 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2720982.500000 Penalty: 3331.220947
	Iteration 37Q: 3 clusters Score -2720982 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2721203.750000 Penalty: 3331.220947
	Iteration 38Q: 3 clusters Score -2721204 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2721341.000000 Penalty: 3331.220947
	Iteration 39Q: 3 clusters Score -2721341 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2721641.250000 Penalty: 3331.220947
	Iteration 40F: 3 clusters Score -2721641 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2722186.500000 Penalty: 3331.220947
	Iteration 41Q: 3 clusters Score -2722186 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2722294.500000 Penalty: 3331.220947
	Iteration 42Q: 3 clusters Score -2722294 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2722328.750000 Penalty: 3331.220947
	Iteration 43Q: 3 clusters Score -2722329 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2722342.750000 Penalty: 3331.220947
	Iteration 44Q: 3 clusters Score -2722343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2722353.500000 Penalty: 3331.220947
	Iteration 45Q: 3 clusters Score -2722354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2722364.250000 Penalty: 3331.220947
	Iteration 46Q: 3 clusters Score -2722364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2722383.000000 Penalty: 3331.220947
	Iteration 47Q: 3 clusters Score -2722383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2722383.250000 Penalty: 3331.220947
	Iteration 48Q: 3 clusters Score -2722383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2722388.250000 Penalty: 3331.220947
	Iteration 49Q: 3 clusters Score -2722388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2722386.250000 Penalty: 3331.220947
	Iteration 50Q: 3 clusters Score -2722386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2722392.250000 Penalty: 3331.220947
	Iteration 51Q: 3 clusters Score -2722392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2722391.500000 Penalty: 3331.220947
	Iteration 52Q: 3 clusters Score -2722392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2722401.000000 Penalty: 3331.220947
	Iteration 53Q: 3 clusters Score -2722401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2722401.750000 Penalty: 3331.220947
	Iteration 54Q: 3 clusters Score -2722402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2722397.500000 Penalty: 3331.220947
	Iteration 55Q: 3 clusters Score -2722398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2722402.750000 Penalty: 3331.220947
	Iteration 56Q: 3 clusters Score -2722403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2722406.250000 Penalty: 3331.220947
	Iteration 57Q: 3 clusters Score -2722406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2722404.500000 Penalty: 3331.220947
	Iteration 58Q: 3 clusters Score -2722404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2722404.500000 Penalty: 3331.220947
	Iteration 59F: 3 clusters Score -2722404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 7779 members 
Mstep: Class 4 contains 14658 members 
Mstep: Class 5 contains 27652 members 
Mstep: Class 6 contains 11424 members 
Mstep: Class 7 contains 190036 members 
Mstep: Class 8 contains 3350 members 
Mstep: Class 9 contains 128202 members 
Mstep: Class 10 contains 25968 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 8283 members 
Mstep: Class 13 contains 55044 members 
Mstep: Class 14 contains 29991 members 
Mstep: Class 15 contains 56735 members 
Mstep: Class 16 contains 35487 members 
Mstep: Class 17 contains 12955 members 
Mstep: Class 18 contains 22218 members 
Mstep: Class 19 contains 4198 members 
Mstep: Class 20 contains 628 members 
Entering Unmasked Estep 
Score: -65879920.000000 Penalty: 43456.902344
Splitting cluster 5 changes total score from -65869076.000000 to -65879920.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 6 (11424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Entering Unmasked Estep 
Score: -1180454.750000 Penalty: 1518.314087
	Iteration 0F: 2 clusters Score -1180455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1172405.500000 Penalty: 3036.628174
	Iteration 0F: 3 clusters Score -1172406 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1175009.250000 Penalty: 3036.628174
	Iteration 1F: 3 clusters Score -1175009 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1175390.250000 Penalty: 3036.628174
	Iteration 2F: 3 clusters Score -1175390 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1175834.125000 Penalty: 3036.628174
	Iteration 3F: 3 clusters Score -1175834 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1176440.875000 Penalty: 3036.628174
	Iteration 4F: 3 clusters Score -1176441 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1177374.250000 Penalty: 3036.628174
	Iteration 5F: 3 clusters Score -1177374 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1178398.500000 Penalty: 3036.628174
	Iteration 6F: 3 clusters Score -1178398 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1179085.500000 Penalty: 3036.628174
	Iteration 7F: 3 clusters Score -1179086 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1179460.250000 Penalty: 3036.628174
	Iteration 8F: 3 clusters Score -1179460 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1179639.500000 Penalty: 3036.628174
	Iteration 9Q: 3 clusters Score -1179640 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1179739.500000 Penalty: 3036.628174
	Iteration 10Q: 3 clusters Score -1179740 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1179795.875000 Penalty: 3036.628174
	Iteration 11Q: 3 clusters Score -1179796 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1179842.500000 Penalty: 3036.628174
	Iteration 12Q: 3 clusters Score -1179842 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1179878.375000 Penalty: 3036.628174
	Iteration 13Q: 3 clusters Score -1179878 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1179911.375000 Penalty: 3036.628174
	Iteration 14Q: 3 clusters Score -1179911 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1179948.625000 Penalty: 3036.628174
	Iteration 15Q: 3 clusters Score -1179949 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1179990.125000 Penalty: 3036.628174
	Iteration 16Q: 3 clusters Score -1179990 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1180030.625000 Penalty: 3036.628174
	Iteration 17Q: 3 clusters Score -1180031 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1180057.875000 Penalty: 3036.628174
	Iteration 18Q: 3 clusters Score -1180058 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1180085.750000 Penalty: 3036.628174
	Iteration 19Q: 3 clusters Score -1180086 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1180129.125000 Penalty: 3036.628174
	Iteration 20F: 3 clusters Score -1180129 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1180196.000000 Penalty: 3036.628174
	Iteration 21Q: 3 clusters Score -1180196 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1180285.000000 Penalty: 3036.628174
	Iteration 22Q: 3 clusters Score -1180285 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1180438.625000 Penalty: 3036.628174
	Iteration 23Q: 3 clusters Score -1180439 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1180740.000000 Penalty: 3036.628174
	Iteration 24Q: 3 clusters Score -1180740 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1181134.375000 Penalty: 3036.628174
	Iteration 25Q: 3 clusters Score -1181134 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1181497.500000 Penalty: 3036.628174
	Iteration 26Q: 3 clusters Score -1181498 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1181776.250000 Penalty: 3036.628174
	Iteration 27Q: 3 clusters Score -1181776 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1181934.000000 Penalty: 3036.628174
	Iteration 28Q: 3 clusters Score -1181934 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1182003.750000 Penalty: 3036.628174
	Iteration 29Q: 3 clusters Score -1182004 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1182028.000000 Penalty: 3036.628174
	Iteration 30Q: 3 clusters Score -1182028 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1182034.875000 Penalty: 3036.628174
	Iteration 31Q: 3 clusters Score -1182035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1182037.250000 Penalty: 3036.628174
	Iteration 32Q: 3 clusters Score -1182037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1182039.250000 Penalty: 3036.628174
	Iteration 33Q: 3 clusters Score -1182039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1182039.500000 Penalty: 3036.628174
	Iteration 34Q: 3 clusters Score -1182040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1182037.875000 Penalty: 3036.628174
	Iteration 35Q: 3 clusters Score -1182038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1182039.375000 Penalty: 3036.628174
	Iteration 36Q: 3 clusters Score -1182039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1182039.125000 Penalty: 3036.628174
	Iteration 37Q: 3 clusters Score -1182039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1182039.000000 Penalty: 3036.628174
	Iteration 38Q: 3 clusters Score -1182039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1182039.000000 Penalty: 3036.628174
	Iteration 39F: 3 clusters Score -1182039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 7779 members 
Mstep: Class 4 contains 14658 members 
Mstep: Class 5 contains 27652 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 190036 members 
Mstep: Class 8 contains 3350 members 
Mstep: Class 9 contains 128202 members 
Mstep: Class 10 contains 25968 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 8283 members 
Mstep: Class 13 contains 55044 members 
Mstep: Class 14 contains 29991 members 
Mstep: Class 15 contains 56735 members 
Mstep: Class 16 contains 35487 members 
Mstep: Class 17 contains 12955 members 
Mstep: Class 18 contains 22218 members 
Mstep: Class 19 contains 4198 members 
Mstep: Class 20 contains 628 members 
Mstep: Class 21 contains 8908 members 
Entering Unmasked Estep 
Score: -65880784.000000 Penalty: 45629.746094
Splitting cluster 6 changes total score from -65869076.000000 to -65880784.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 7 (190036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190036 members 
Entering Unmasked Estep 
Score: -20293364.000000 Penalty: 1975.182495
	Iteration 0F: 2 clusters Score -2.029336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95094 members 
Mstep: Class 2 contains 94942 members 
Entering Unmasked Estep 
Score: -20179756.000000 Penalty: 3950.364990
	Iteration 0F: 3 clusters Score -2.017976e+07 nChanged 91976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91324 members 
Mstep: Class 2 contains 98712 members 
Entering Unmasked Estep 
Score: -20237902.000000 Penalty: 3950.364990
	Iteration 1F: 3 clusters Score -2.02379e+07 nChanged 11856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87800 members 
Mstep: Class 2 contains 102236 members 
Entering Unmasked Estep 
Score: -20246198.000000 Penalty: 3950.364990
	Iteration 2F: 3 clusters Score -2.02462e+07 nChanged 15589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83059 members 
Mstep: Class 2 contains 106977 members 
Entering Unmasked Estep 
Score: -20259508.000000 Penalty: 3950.364990
	Iteration 3F: 3 clusters Score -2.025951e+07 nChanged 17346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77721 members 
Mstep: Class 2 contains 112315 members 
Entering Unmasked Estep 
Score: -20273094.000000 Penalty: 3950.364990
	Iteration 4F: 3 clusters Score -2.027309e+07 nChanged 14547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72930 members 
Mstep: Class 2 contains 117106 members 
Entering Unmasked Estep 
Score: -20281752.000000 Penalty: 3950.364990
	Iteration 5F: 3 clusters Score -2.028175e+07 nChanged 9927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69151 members 
Mstep: Class 2 contains 120885 members 
Entering Unmasked Estep 
Score: -20286218.000000 Penalty: 3950.364990
	Iteration 6F: 3 clusters Score -2.028622e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65995 members 
Mstep: Class 2 contains 124041 members 
Entering Unmasked Estep 
Score: -20288800.000000 Penalty: 3950.364990
	Iteration 7Q: 3 clusters Score -2.02888e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62768 members 
Mstep: Class 2 contains 127268 members 
Entering Unmasked Estep 
Score: -20291084.000000 Penalty: 3950.364990
	Iteration 8Q: 3 clusters Score -2.029108e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 130656 members 
Entering Unmasked Estep 
Score: -20293458.000000 Penalty: 3950.364990
	Iteration 9Q: 3 clusters Score -2.029346e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 134135 members 
Entering Unmasked Estep 
Score: -20296472.000000 Penalty: 3950.364990
	Iteration 10Q: 3 clusters Score -2.029647e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 137591 members 
Entering Unmasked Estep 
Score: -20299344.000000 Penalty: 3950.364990
	Iteration 11Q: 3 clusters Score -2.029934e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 140802 members 
Entering Unmasked Estep 
Score: -20301732.000000 Penalty: 3950.364990
	Iteration 12Q: 3 clusters Score -2.030173e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 143646 members 
Entering Unmasked Estep 
Score: -20303262.000000 Penalty: 3950.364990
	Iteration 13Q: 3 clusters Score -2.030326e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 146128 members 
Entering Unmasked Estep 
Score: -20304154.000000 Penalty: 3950.364990
	Iteration 14Q: 3 clusters Score -2.030415e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 148222 members 
Entering Unmasked Estep 
Score: -20304902.000000 Penalty: 3950.364990
	Iteration 15Q: 3 clusters Score -2.03049e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 150182 members 
Entering Unmasked Estep 
Score: -20305166.000000 Penalty: 3950.364990
	Iteration 16Q: 3 clusters Score -2.030517e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 152046 members 
Entering Unmasked Estep 
Score: -20305458.000000 Penalty: 3950.364990
	Iteration 17Q: 3 clusters Score -2.030546e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 153750 members 
Entering Unmasked Estep 
Score: -20305586.000000 Penalty: 3950.364990
	Iteration 18Q: 3 clusters Score -2.030559e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 155220 members 
Entering Unmasked Estep 
Score: -20305654.000000 Penalty: 3950.364990
	Iteration 19Q: 3 clusters Score -2.030565e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 156492 members 
Entering Unmasked Estep 
Score: -20305668.000000 Penalty: 3950.364990
	Iteration 20F: 3 clusters Score -2.030567e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 157673 members 
Entering Unmasked Estep 
Score: -20305484.000000 Penalty: 3950.364990
	Iteration 21Q: 3 clusters Score -2.030548e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 158786 members 
Entering Unmasked Estep 
Score: -20305364.000000 Penalty: 3950.364990
	Iteration 22Q: 3 clusters Score -2.030536e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 159769 members 
Entering Unmasked Estep 
Score: -20305134.000000 Penalty: 3950.364990
	Iteration 23Q: 3 clusters Score -2.030513e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 160624 members 
Entering Unmasked Estep 
Score: -20304986.000000 Penalty: 3950.364990
	Iteration 24Q: 3 clusters Score -2.030499e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 161411 members 
Entering Unmasked Estep 
Score: -20304840.000000 Penalty: 3950.364990
	Iteration 25Q: 3 clusters Score -2.030484e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 162127 members 
Entering Unmasked Estep 
Score: -20304650.000000 Penalty: 3950.364990
	Iteration 26Q: 3 clusters Score -2.030465e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 162836 members 
Entering Unmasked Estep 
Score: -20304438.000000 Penalty: 3950.364990
	Iteration 27Q: 3 clusters Score -2.030444e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 163491 members 
Entering Unmasked Estep 
Score: -20304292.000000 Penalty: 3950.364990
	Iteration 28Q: 3 clusters Score -2.030429e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 164114 members 
Entering Unmasked Estep 
Score: -20304144.000000 Penalty: 3950.364990
	Iteration 29Q: 3 clusters Score -2.030414e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 164701 members 
Entering Unmasked Estep 
Score: -20303988.000000 Penalty: 3950.364990
	Iteration 30Q: 3 clusters Score -2.030399e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 165178 members 
Entering Unmasked Estep 
Score: -20303780.000000 Penalty: 3950.364990
	Iteration 31Q: 3 clusters Score -2.030378e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 165636 members 
Entering Unmasked Estep 
Score: -20303636.000000 Penalty: 3950.364990
	Iteration 32Q: 3 clusters Score -2.030364e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 166076 members 
Entering Unmasked Estep 
Score: -20303634.000000 Penalty: 3950.364990
	Iteration 33Q: 3 clusters Score -2.030363e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 166480 members 
Entering Unmasked Estep 
Score: -20303518.000000 Penalty: 3950.364990
	Iteration 34Q: 3 clusters Score -2.030352e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 166858 members 
Entering Unmasked Estep 
Score: -20303442.000000 Penalty: 3950.364990
	Iteration 35Q: 3 clusters Score -2.030344e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 167230 members 
Entering Unmasked Estep 
Score: -20303450.000000 Penalty: 3950.364990
	Iteration 36Q: 3 clusters Score -2.030345e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 167584 members 
Entering Unmasked Estep 
Score: -20303368.000000 Penalty: 3950.364990
	Iteration 37Q: 3 clusters Score -2.030337e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 167903 members 
Entering Unmasked Estep 
Score: -20303254.000000 Penalty: 3950.364990
	Iteration 38Q: 3 clusters Score -2.030325e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 168201 members 
Entering Unmasked Estep 
Score: -20303146.000000 Penalty: 3950.364990
	Iteration 39Q: 3 clusters Score -2.030315e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 168469 members 
Entering Unmasked Estep 
Score: -20303116.000000 Penalty: 3950.364990
	Iteration 40F: 3 clusters Score -2.030312e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 168734 members 
Entering Unmasked Estep 
Score: -20303066.000000 Penalty: 3950.364990
	Iteration 41Q: 3 clusters Score -2.030307e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 168985 members 
Entering Unmasked Estep 
Score: -20303018.000000 Penalty: 3950.364990
	Iteration 42Q: 3 clusters Score -2.030302e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 169234 members 
Entering Unmasked Estep 
Score: -20302944.000000 Penalty: 3950.364990
	Iteration 43Q: 3 clusters Score -2.030294e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 169478 members 
Entering Unmasked Estep 
Score: -20302866.000000 Penalty: 3950.364990
	Iteration 44Q: 3 clusters Score -2.030287e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 169709 members 
Entering Unmasked Estep 
Score: -20302840.000000 Penalty: 3950.364990
	Iteration 45Q: 3 clusters Score -2.030284e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 169948 members 
Entering Unmasked Estep 
Score: -20302820.000000 Penalty: 3950.364990
	Iteration 46Q: 3 clusters Score -2.030282e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 170198 members 
Entering Unmasked Estep 
Score: -20302760.000000 Penalty: 3950.364990
	Iteration 47Q: 3 clusters Score -2.030276e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 170425 members 
Entering Unmasked Estep 
Score: -20302734.000000 Penalty: 3950.364990
	Iteration 48Q: 3 clusters Score -2.030273e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 170670 members 
Entering Unmasked Estep 
Score: -20302662.000000 Penalty: 3950.364990
	Iteration 49Q: 3 clusters Score -2.030266e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 170915 members 
Entering Unmasked Estep 
Score: -20302626.000000 Penalty: 3950.364990
	Iteration 50Q: 3 clusters Score -2.030263e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 171151 members 
Entering Unmasked Estep 
Score: -20302614.000000 Penalty: 3950.364990
	Iteration 51Q: 3 clusters Score -2.030261e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 171400 members 
Entering Unmasked Estep 
Score: -20302584.000000 Penalty: 3950.364990
	Iteration 52Q: 3 clusters Score -2.030258e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 171661 members 
Entering Unmasked Estep 
Score: -20302502.000000 Penalty: 3950.364990
	Iteration 53Q: 3 clusters Score -2.03025e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 171924 members 
Entering Unmasked Estep 
Score: -20302480.000000 Penalty: 3950.364990
	Iteration 54Q: 3 clusters Score -2.030248e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 172194 members 
Entering Unmasked Estep 
Score: -20302476.000000 Penalty: 3950.364990
	Iteration 55Q: 3 clusters Score -2.030248e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 172473 members 
Entering Unmasked Estep 
Score: -20302432.000000 Penalty: 3950.364990
	Iteration 56Q: 3 clusters Score -2.030243e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 172762 members 
Entering Unmasked Estep 
Score: -20302388.000000 Penalty: 3950.364990
	Iteration 57Q: 3 clusters Score -2.030239e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 173058 members 
Entering Unmasked Estep 
Score: -20302358.000000 Penalty: 3950.364990
	Iteration 58Q: 3 clusters Score -2.030236e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 173370 members 
Entering Unmasked Estep 
Score: -20302282.000000 Penalty: 3950.364990
	Iteration 59Q: 3 clusters Score -2.030228e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 173660 members 
Entering Unmasked Estep 
Score: -20302198.000000 Penalty: 3950.364990
	Iteration 60F: 3 clusters Score -2.03022e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 173912 members 
Entering Unmasked Estep 
Score: -20302154.000000 Penalty: 3950.364990
	Iteration 61Q: 3 clusters Score -2.030215e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 174158 members 
Entering Unmasked Estep 
Score: -20302116.000000 Penalty: 3950.364990
	Iteration 62Q: 3 clusters Score -2.030212e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 174374 members 
Entering Unmasked Estep 
Score: -20302042.000000 Penalty: 3950.364990
	Iteration 63Q: 3 clusters Score -2.030204e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 174575 members 
Entering Unmasked Estep 
Score: -20301994.000000 Penalty: 3950.364990
	Iteration 64Q: 3 clusters Score -2.030199e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 174760 members 
Entering Unmasked Estep 
Score: -20301932.000000 Penalty: 3950.364990
	Iteration 65Q: 3 clusters Score -2.030193e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 174938 members 
Entering Unmasked Estep 
Score: -20301838.000000 Penalty: 3950.364990
	Iteration 66Q: 3 clusters Score -2.030184e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 175109 members 
Entering Unmasked Estep 
Score: -20301798.000000 Penalty: 3950.364990
	Iteration 67Q: 3 clusters Score -2.03018e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 175281 members 
Entering Unmasked Estep 
Score: -20301714.000000 Penalty: 3950.364990
	Iteration 68Q: 3 clusters Score -2.030171e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 175413 members 
Entering Unmasked Estep 
Score: -20301730.000000 Penalty: 3950.364990
	Iteration 69Q: 3 clusters Score -2.030173e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 175526 members 
Entering Unmasked Estep 
Score: -20301718.000000 Penalty: 3950.364990
	Iteration 70Q: 3 clusters Score -2.030172e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 175621 members 
Entering Unmasked Estep 
Score: -20301654.000000 Penalty: 3950.364990
	Iteration 71Q: 3 clusters Score -2.030165e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 175696 members 
Entering Unmasked Estep 
Score: -20301638.000000 Penalty: 3950.364990
	Iteration 72Q: 3 clusters Score -2.030164e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 175774 members 
Entering Unmasked Estep 
Score: -20301620.000000 Penalty: 3950.364990
	Iteration 73Q: 3 clusters Score -2.030162e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 175842 members 
Entering Unmasked Estep 
Score: -20301584.000000 Penalty: 3950.364990
	Iteration 74Q: 3 clusters Score -2.030158e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 175914 members 
Entering Unmasked Estep 
Score: -20301568.000000 Penalty: 3950.364990
	Iteration 75Q: 3 clusters Score -2.030157e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 175970 members 
Entering Unmasked Estep 
Score: -20301542.000000 Penalty: 3950.364990
	Iteration 76Q: 3 clusters Score -2.030154e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 176023 members 
Entering Unmasked Estep 
Score: -20301518.000000 Penalty: 3950.364990
	Iteration 77Q: 3 clusters Score -2.030152e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 176068 members 
Entering Unmasked Estep 
Score: -20301486.000000 Penalty: 3950.364990
	Iteration 78Q: 3 clusters Score -2.030149e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 176106 members 
Entering Unmasked Estep 
Score: -20301500.000000 Penalty: 3950.364990
	Iteration 79Q: 3 clusters Score -2.03015e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 176143 members 
Entering Unmasked Estep 
Score: -20301466.000000 Penalty: 3950.364990
	Iteration 80F: 3 clusters Score -2.030147e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 176176 members 
Entering Unmasked Estep 
Score: -20301460.000000 Penalty: 3950.364990
	Iteration 81Q: 3 clusters Score -2.030146e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 176195 members 
Entering Unmasked Estep 
Score: -20301452.000000 Penalty: 3950.364990
	Iteration 82Q: 3 clusters Score -2.030145e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 176210 members 
Entering Unmasked Estep 
Score: -20301450.000000 Penalty: 3950.364990
	Iteration 83Q: 3 clusters Score -2.030145e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 176223 members 
Entering Unmasked Estep 
Score: -20301452.000000 Penalty: 3950.364990
	Iteration 84Q: 3 clusters Score -2.030145e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 176239 members 
Entering Unmasked Estep 
Score: -20301446.000000 Penalty: 3950.364990
	Iteration 85Q: 3 clusters Score -2.030145e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 176252 members 
Entering Unmasked Estep 
Score: -20301448.000000 Penalty: 3950.364990
	Iteration 86Q: 3 clusters Score -2.030145e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 176269 members 
Entering Unmasked Estep 
Score: -20301420.000000 Penalty: 3950.364990
	Iteration 87Q: 3 clusters Score -2.030142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 176282 members 
Entering Unmasked Estep 
Score: -20301430.000000 Penalty: 3950.364990
	Iteration 88Q: 3 clusters Score -2.030143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 176286 members 
Entering Unmasked Estep 
Score: -20301426.000000 Penalty: 3950.364990
	Iteration 89Q: 3 clusters Score -2.030143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 176294 members 
Entering Unmasked Estep 
Score: -20301426.000000 Penalty: 3950.364990
	Iteration 90Q: 3 clusters Score -2.030143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 176304 members 
Entering Unmasked Estep 
Score: -20301404.000000 Penalty: 3950.364990
	Iteration 91Q: 3 clusters Score -2.03014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 176311 members 
Entering Unmasked Estep 
Score: -20301406.000000 Penalty: 3950.364990
	Iteration 92Q: 3 clusters Score -2.030141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 176316 members 
Entering Unmasked Estep 
Score: -20301404.000000 Penalty: 3950.364990
	Iteration 93Q: 3 clusters Score -2.03014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 176319 members 
Entering Unmasked Estep 
Score: -20301412.000000 Penalty: 3950.364990
	Iteration 94Q: 3 clusters Score -2.030141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 176324 members 
Entering Unmasked Estep 
Score: -20301404.000000 Penalty: 3950.364990
	Iteration 95Q: 3 clusters Score -2.03014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 176331 members 
Entering Unmasked Estep 
Score: -20301402.000000 Penalty: 3950.364990
	Iteration 96Q: 3 clusters Score -2.03014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 176334 members 
Entering Unmasked Estep 
Score: -20301398.000000 Penalty: 3950.364990
	Iteration 97Q: 3 clusters Score -2.03014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 176336 members 
Entering Unmasked Estep 
Score: -20301396.000000 Penalty: 3950.364990
	Iteration 98Q: 3 clusters Score -2.03014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 176338 members 
Entering Unmasked Estep 
Score: -20301392.000000 Penalty: 3950.364990
	Iteration 99Q: 3 clusters Score -2.030139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 176338 members 
Entering Unmasked Estep 
Score: -20301392.000000 Penalty: 3950.364990
	Iteration 100F: 3 clusters Score -2.030139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 7779 members 
Mstep: Class 4 contains 14658 members 
Mstep: Class 5 contains 27652 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 13698 members 
Mstep: Class 8 contains 3350 members 
Mstep: Class 9 contains 128202 members 
Mstep: Class 10 contains 25968 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 8283 members 
Mstep: Class 13 contains 55044 members 
Mstep: Class 14 contains 29991 members 
Mstep: Class 15 contains 56735 members 
Mstep: Class 16 contains 35487 members 
Mstep: Class 17 contains 12955 members 
Mstep: Class 18 contains 22218 members 
Mstep: Class 19 contains 4198 members 
Mstep: Class 20 contains 628 members 
Mstep: Class 21 contains 8908 members 
Mstep: Class 22 contains 176338 members 
Entering Unmasked Estep 
Score: -65888648.000000 Penalty: 47802.589844
Splitting cluster 7 changes total score from -65869076.000000 to -65888648.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (3350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Entering Unmasked Estep 
Score: -337940.843750 Penalty: 1318.966309
	Iteration 0F: 2 clusters Score -337940.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -335025.218750 Penalty: 2637.932617
	Iteration 0F: 3 clusters Score -335025.2 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -335845.875000 Penalty: 2637.932617
	Iteration 1F: 3 clusters Score -335845.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -336284.687500 Penalty: 2637.932617
	Iteration 2F: 3 clusters Score -336284.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -337196.031250 Penalty: 2637.932617
	Iteration 3F: 3 clusters Score -337196 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -338806.562500 Penalty: 2637.932617
	Iteration 4F: 3 clusters Score -338806.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -339737.000000 Penalty: 2637.932617
	Iteration 5F: 3 clusters Score -339737 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -339983.968750 Penalty: 2637.932617
	Iteration 6Q: 3 clusters Score -339984 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -340042.062500 Penalty: 2637.932617
	Iteration 7Q: 3 clusters Score -340042.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -340057.218750 Penalty: 2637.932617
	Iteration 8Q: 3 clusters Score -340057.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -340059.281250 Penalty: 2637.932617
	Iteration 9Q: 3 clusters Score -340059.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -340061.281250 Penalty: 2637.932617
	Iteration 10Q: 3 clusters Score -340061.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -340063.250000 Penalty: 2637.932617
	Iteration 11Q: 3 clusters Score -340063.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -340063.656250 Penalty: 2637.932617
	Iteration 12Q: 3 clusters Score -340063.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -340063.656250 Penalty: 2637.932617
	Iteration 13F: 3 clusters Score -340063.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 7779 members 
Mstep: Class 4 contains 14658 members 
Mstep: Class 5 contains 27652 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 13698 members 
Mstep: Class 8 contains 2082 members 
Mstep: Class 9 contains 128202 members 
Mstep: Class 10 contains 25968 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 8283 members 
Mstep: Class 13 contains 55044 members 
Mstep: Class 14 contains 29991 members 
Mstep: Class 15 contains 56735 members 
Mstep: Class 16 contains 35487 members 
Mstep: Class 17 contains 12955 members 
Mstep: Class 18 contains 22218 members 
Mstep: Class 19 contains 4198 members 
Mstep: Class 20 contains 628 members 
Mstep: Class 21 contains 8908 members 
Mstep: Class 22 contains 176338 members 
Mstep: Class 23 contains 1268 members 
Entering Unmasked Estep 
Score: -65889844.000000 Penalty: 49975.437500
Splitting cluster 8 changes total score from -65869076.000000 to -65889844.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (128202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128202 members 
Entering Unmasked Estep 
Score: -13755138.000000 Penalty: 1911.221313
	Iteration 0F: 2 clusters Score -1.375514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64045 members 
Mstep: Class 2 contains 64157 members 
Entering Unmasked Estep 
Score: -13669559.000000 Penalty: 3822.442627
	Iteration 0F: 3 clusters Score -1.366956e+07 nChanged 61434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64233 members 
Mstep: Class 2 contains 63969 members 
Entering Unmasked Estep 
Score: -13706898.000000 Penalty: 3822.442627
	Iteration 1F: 3 clusters Score -1.37069e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64002 members 
Mstep: Class 2 contains 64200 members 
Entering Unmasked Estep 
Score: -13708722.000000 Penalty: 3822.442627
	Iteration 2Q: 3 clusters Score -1.370872e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63511 members 
Mstep: Class 2 contains 64691 members 
Entering Unmasked Estep 
Score: -13711071.000000 Penalty: 3822.442627
	Iteration 3Q: 3 clusters Score -1.371107e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62684 members 
Mstep: Class 2 contains 65518 members 
Entering Unmasked Estep 
Score: -13714202.000000 Penalty: 3822.442627
	Iteration 4Q: 3 clusters Score -1.37142e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61440 members 
Mstep: Class 2 contains 66762 members 
Entering Unmasked Estep 
Score: -13717859.000000 Penalty: 3822.442627
	Iteration 5F: 3 clusters Score -1.371786e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60055 members 
Mstep: Class 2 contains 68147 members 
Entering Unmasked Estep 
Score: -13722641.000000 Penalty: 3822.442627
	Iteration 6F: 3 clusters Score -1.372264e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58765 members 
Mstep: Class 2 contains 69437 members 
Entering Unmasked Estep 
Score: -13727167.000000 Penalty: 3822.442627
	Iteration 7F: 3 clusters Score -1.372717e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57723 members 
Mstep: Class 2 contains 70479 members 
Entering Unmasked Estep 
Score: -13730462.000000 Penalty: 3822.442627
	Iteration 8F: 3 clusters Score -1.373046e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56965 members 
Mstep: Class 2 contains 71237 members 
Entering Unmasked Estep 
Score: -13732270.000000 Penalty: 3822.442627
	Iteration 9Q: 3 clusters Score -1.373227e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56363 members 
Mstep: Class 2 contains 71839 members 
Entering Unmasked Estep 
Score: -13733138.000000 Penalty: 3822.442627
	Iteration 10Q: 3 clusters Score -1.373314e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55777 members 
Mstep: Class 2 contains 72425 members 
Entering Unmasked Estep 
Score: -13733477.000000 Penalty: 3822.442627
	Iteration 11Q: 3 clusters Score -1.373348e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55201 members 
Mstep: Class 2 contains 73001 members 
Entering Unmasked Estep 
Score: -13733857.000000 Penalty: 3822.442627
	Iteration 12Q: 3 clusters Score -1.373386e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 73579 members 
Entering Unmasked Estep 
Score: -13734084.000000 Penalty: 3822.442627
	Iteration 13Q: 3 clusters Score -1.373408e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 74171 members 
Entering Unmasked Estep 
Score: -13734249.000000 Penalty: 3822.442627
	Iteration 14Q: 3 clusters Score -1.373425e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53487 members 
Mstep: Class 2 contains 74715 members 
Entering Unmasked Estep 
Score: -13734466.000000 Penalty: 3822.442627
	Iteration 15Q: 3 clusters Score -1.373447e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52916 members 
Mstep: Class 2 contains 75286 members 
Entering Unmasked Estep 
Score: -13734625.000000 Penalty: 3822.442627
	Iteration 16Q: 3 clusters Score -1.373462e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 75874 members 
Entering Unmasked Estep 
Score: -13734701.000000 Penalty: 3822.442627
	Iteration 17Q: 3 clusters Score -1.37347e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -13734904.000000 Penalty: 3822.442627
	Iteration 18Q: 3 clusters Score -1.37349e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 77225 members 
Entering Unmasked Estep 
Score: -13735062.000000 Penalty: 3822.442627
	Iteration 19Q: 3 clusters Score -1.373506e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 77941 members 
Entering Unmasked Estep 
Score: -13735232.000000 Penalty: 3822.442627
	Iteration 20F: 3 clusters Score -1.373523e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49511 members 
Mstep: Class 2 contains 78691 members 
Entering Unmasked Estep 
Score: -13735390.000000 Penalty: 3822.442627
	Iteration 21Q: 3 clusters Score -1.373539e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 79478 members 
Entering Unmasked Estep 
Score: -13735534.000000 Penalty: 3822.442627
	Iteration 22Q: 3 clusters Score -1.373553e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 80310 members 
Entering Unmasked Estep 
Score: -13735730.000000 Penalty: 3822.442627
	Iteration 23Q: 3 clusters Score -1.373573e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 81236 members 
Entering Unmasked Estep 
Score: -13735972.000000 Penalty: 3822.442627
	Iteration 24Q: 3 clusters Score -1.373597e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 82247 members 
Entering Unmasked Estep 
Score: -13736231.000000 Penalty: 3822.442627
	Iteration 25Q: 3 clusters Score -1.373623e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 83296 members 
Entering Unmasked Estep 
Score: -13736490.000000 Penalty: 3822.442627
	Iteration 26Q: 3 clusters Score -1.373649e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 84414 members 
Entering Unmasked Estep 
Score: -13736642.000000 Penalty: 3822.442627
	Iteration 27Q: 3 clusters Score -1.373664e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 85571 members 
Entering Unmasked Estep 
Score: -13736846.000000 Penalty: 3822.442627
	Iteration 28Q: 3 clusters Score -1.373685e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 86759 members 
Entering Unmasked Estep 
Score: -13737026.000000 Penalty: 3822.442627
	Iteration 29Q: 3 clusters Score -1.373703e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 88030 members 
Entering Unmasked Estep 
Score: -13737176.000000 Penalty: 3822.442627
	Iteration 30Q: 3 clusters Score -1.373718e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 89432 members 
Entering Unmasked Estep 
Score: -13737445.000000 Penalty: 3822.442627
	Iteration 31Q: 3 clusters Score -1.373744e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 90982 members 
Entering Unmasked Estep 
Score: -13737762.000000 Penalty: 3822.442627
	Iteration 32Q: 3 clusters Score -1.373776e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 92585 members 
Entering Unmasked Estep 
Score: -13738030.000000 Penalty: 3822.442627
	Iteration 33Q: 3 clusters Score -1.373803e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 94293 members 
Entering Unmasked Estep 
Score: -13738401.000000 Penalty: 3822.442627
	Iteration 34Q: 3 clusters Score -1.37384e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 96217 members 
Entering Unmasked Estep 
Score: -13738809.000000 Penalty: 3822.442627
	Iteration 35Q: 3 clusters Score -1.373881e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 98285 members 
Entering Unmasked Estep 
Score: -13739344.000000 Penalty: 3822.442627
	Iteration 36Q: 3 clusters Score -1.373934e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 100503 members 
Entering Unmasked Estep 
Score: -13739892.000000 Penalty: 3822.442627
	Iteration 37Q: 3 clusters Score -1.373989e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 102834 members 
Entering Unmasked Estep 
Score: -13740585.000000 Penalty: 3822.442627
	Iteration 38Q: 3 clusters Score -1.374058e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 105265 members 
Entering Unmasked Estep 
Score: -13741442.000000 Penalty: 3822.442627
	Iteration 39Q: 3 clusters Score -1.374144e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 107867 members 
Entering Unmasked Estep 
Score: -13742454.000000 Penalty: 3822.442627
	Iteration 40F: 3 clusters Score -1.374245e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 110571 members 
Entering Unmasked Estep 
Score: -13743550.000000 Penalty: 3822.442627
	Iteration 41Q: 3 clusters Score -1.374355e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 113357 members 
Entering Unmasked Estep 
Score: -13744795.000000 Penalty: 3822.442627
	Iteration 42Q: 3 clusters Score -1.37448e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 116124 members 
Entering Unmasked Estep 
Score: -13746141.000000 Penalty: 3822.442627
	Iteration 43Q: 3 clusters Score -1.374614e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 118877 members 
Entering Unmasked Estep 
Score: -13747702.000000 Penalty: 3822.442627
	Iteration 44Q: 3 clusters Score -1.37477e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 121389 members 
Entering Unmasked Estep 
Score: -13749255.000000 Penalty: 3822.442627
	Iteration 45Q: 3 clusters Score -1.374926e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 123494 members 
Entering Unmasked Estep 
Score: -13750705.000000 Penalty: 3822.442627
	Iteration 46Q: 3 clusters Score -1.37507e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 125069 members 
Entering Unmasked Estep 
Score: -13751788.000000 Penalty: 3822.442627
	Iteration 47Q: 3 clusters Score -1.375179e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 126149 members 
Entering Unmasked Estep 
Score: -13752442.000000 Penalty: 3822.442627
	Iteration 48Q: 3 clusters Score -1.375244e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 126793 members 
Entering Unmasked Estep 
Score: -13752842.000000 Penalty: 3822.442627
	Iteration 49Q: 3 clusters Score -1.375284e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 127180 members 
Entering Unmasked Estep 
Score: -13753069.000000 Penalty: 3822.442627
	Iteration 50Q: 3 clusters Score -1.375307e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 127385 members 
Entering Unmasked Estep 
Score: -13753214.000000 Penalty: 3822.442627
	Iteration 51Q: 3 clusters Score -1.375321e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 127511 members 
Entering Unmasked Estep 
Score: -13753311.000000 Penalty: 3822.442627
	Iteration 52Q: 3 clusters Score -1.375331e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 127598 members 
Entering Unmasked Estep 
Score: -13753387.000000 Penalty: 3822.442627
	Iteration 53Q: 3 clusters Score -1.375339e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 127658 members 
Entering Unmasked Estep 
Score: -13753420.000000 Penalty: 3822.442627
	Iteration 54Q: 3 clusters Score -1.375342e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 127693 members 
Entering Unmasked Estep 
Score: -13753460.000000 Penalty: 3822.442627
	Iteration 55Q: 3 clusters Score -1.375346e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 127731 members 
Entering Unmasked Estep 
Score: -13753486.000000 Penalty: 3822.442627
	Iteration 56Q: 3 clusters Score -1.375349e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 127749 members 
Entering Unmasked Estep 
Score: -13753493.000000 Penalty: 3822.442627
	Iteration 57Q: 3 clusters Score -1.375349e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 127760 members 
Entering Unmasked Estep 
Score: -13753504.000000 Penalty: 3822.442627
	Iteration 58Q: 3 clusters Score -1.37535e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 127767 members 
Entering Unmasked Estep 
Score: -13753505.000000 Penalty: 3822.442627
	Iteration 59Q: 3 clusters Score -1.37535e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 127777 members 
Entering Unmasked Estep 
Score: -13753514.000000 Penalty: 3822.442627
	Iteration 60F: 3 clusters Score -1.375351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 127784 members 
Entering Unmasked Estep 
Score: -13753528.000000 Penalty: 3822.442627
	Iteration 61Q: 3 clusters Score -1.375353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 127791 members 
Entering Unmasked Estep 
Score: -13753532.000000 Penalty: 3822.442627
	Iteration 62Q: 3 clusters Score -1.375353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 127798 members 
Entering Unmasked Estep 
Score: -13753526.000000 Penalty: 3822.442627
	Iteration 63Q: 3 clusters Score -1.375353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 127799 members 
Entering Unmasked Estep 
Score: -13753526.000000 Penalty: 3822.442627
	Iteration 64Q: 3 clusters Score -1.375353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 127801 members 
Entering Unmasked Estep 
Score: -13753527.000000 Penalty: 3822.442627
	Iteration 65Q: 3 clusters Score -1.375353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 127802 members 
Entering Unmasked Estep 
Score: -13753525.000000 Penalty: 3822.442627
	Iteration 66Q: 3 clusters Score -1.375352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 127801 members 
Entering Unmasked Estep 
Score: -13753528.000000 Penalty: 3822.442627
	Iteration 67Q: 3 clusters Score -1.375353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 127801 members 
Entering Unmasked Estep 
Score: -13753528.000000 Penalty: 3822.442627
	Iteration 68F: 3 clusters Score -1.375353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Entering Unmasked Estep 
Score: -2753267.000000 Penalty: 1651.750854
	Iteration 0F: 2 clusters Score -2753267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2735671.000000 Penalty: 3303.501709
	Iteration 0F: 3 clusters Score -2735671 nChanged 11917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2742292.250000 Penalty: 3303.501709
	Iteration 1F: 3 clusters Score -2742292 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2742942.000000 Penalty: 3303.501709
	Iteration 2F: 3 clusters Score -2742942 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2743781.250000 Penalty: 3303.501709
	Iteration 3F: 3 clusters Score -2743781 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2744779.000000 Penalty: 3303.501709
	Iteration 4F: 3 clusters Score -2744779 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2745863.750000 Penalty: 3303.501709
	Iteration 5F: 3 clusters Score -2745864 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2746828.750000 Penalty: 3303.501709
	Iteration 6F: 3 clusters Score -2746829 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2747722.750000 Penalty: 3303.501709
	Iteration 7F: 3 clusters Score -2747723 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2748501.250000 Penalty: 3303.501709
	Iteration 8F: 3 clusters Score -2748501 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2749188.000000 Penalty: 3303.501709
	Iteration 9Q: 3 clusters Score -2749188 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2749827.000000 Penalty: 3303.501709
	Iteration 10Q: 3 clusters Score -2749827 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2750292.500000 Penalty: 3303.501709
	Iteration 11Q: 3 clusters Score -2750292 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2750640.250000 Penalty: 3303.501709
	Iteration 12Q: 3 clusters Score -2750640 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2750890.250000 Penalty: 3303.501709
	Iteration 13Q: 3 clusters Score -2750890 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2751089.500000 Penalty: 3303.501709
	Iteration 14Q: 3 clusters Score -2751090 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -2751245.250000 Penalty: 3303.501709
	Iteration 15Q: 3 clusters Score -2751245 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -2751384.750000 Penalty: 3303.501709
	Iteration 16Q: 3 clusters Score -2751385 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -2751511.500000 Penalty: 3303.501709
	Iteration 17Q: 3 clusters Score -2751512 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2751638.500000 Penalty: 3303.501709
	Iteration 18Q: 3 clusters Score -2751638 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -2751742.250000 Penalty: 3303.501709
	Iteration 19Q: 3 clusters Score -2751742 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -2751843.500000 Penalty: 3303.501709
	Iteration 20F: 3 clusters Score -2751844 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -2751930.500000 Penalty: 3303.501709
	Iteration 21Q: 3 clusters Score -2751930 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -2752000.750000 Penalty: 3303.501709
	Iteration 22Q: 3 clusters Score -2752001 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -2752089.500000 Penalty: 3303.501709
	Iteration 23Q: 3 clusters Score -2752090 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -2752200.250000 Penalty: 3303.501709
	Iteration 24Q: 3 clusters Score -2752200 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -2752279.750000 Penalty: 3303.501709
	Iteration 25Q: 3 clusters Score -2752280 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -2752378.750000 Penalty: 3303.501709
	Iteration 26Q: 3 clusters Score -2752379 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -2752478.750000 Penalty: 3303.501709
	Iteration 27Q: 3 clusters Score -2752479 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -2752548.000000 Penalty: 3303.501709
	Iteration 28Q: 3 clusters Score -2752548 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -2752607.500000 Penalty: 3303.501709
	Iteration 29Q: 3 clusters Score -2752608 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -2752641.000000 Penalty: 3303.501709
	Iteration 30Q: 3 clusters Score -2752641 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -2752650.000000 Penalty: 3303.501709
	Iteration 31Q: 3 clusters Score -2752650 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -2752668.000000 Penalty: 3303.501709
	Iteration 32Q: 3 clusters Score -2752668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -2752669.250000 Penalty: 3303.501709
	Iteration 33Q: 3 clusters Score -2752669 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -2752682.000000 Penalty: 3303.501709
	Iteration 34Q: 3 clusters Score -2752682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -2752697.500000 Penalty: 3303.501709
	Iteration 35Q: 3 clusters Score -2752698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -2752695.000000 Penalty: 3303.501709
	Iteration 36Q: 3 clusters Score -2752695 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -2752699.000000 Penalty: 3303.501709
	Iteration 37Q: 3 clusters Score -2752699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -2752713.750000 Penalty: 3303.501709
	Iteration 38Q: 3 clusters Score -2752714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -2752716.500000 Penalty: 3303.501709
	Iteration 39Q: 3 clusters Score -2752716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -2752725.000000 Penalty: 3303.501709
	Iteration 40F: 3 clusters Score -2752725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -2752723.250000 Penalty: 3303.501709
	Iteration 41Q: 3 clusters Score -2752723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -2752725.000000 Penalty: 3303.501709
	Iteration 42Q: 3 clusters Score -2752725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -2752721.000000 Penalty: 3303.501709
	Iteration 43Q: 3 clusters Score -2752721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -2752723.000000 Penalty: 3303.501709
	Iteration 44Q: 3 clusters Score -2752723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -2752725.750000 Penalty: 3303.501709
	Iteration 45Q: 3 clusters Score -2752726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -2752725.000000 Penalty: 3303.501709
	Iteration 46Q: 3 clusters Score -2752725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -2752727.750000 Penalty: 3303.501709
	Iteration 47Q: 3 clusters Score -2752728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -2752723.750000 Penalty: 3303.501709
	Iteration 48Q: 3 clusters Score -2752724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -2752723.750000 Penalty: 3303.501709
	Iteration 49F: 3 clusters Score -2752724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Entering Unmasked Estep 
Score: -782132.312500 Penalty: 1466.068481
	Iteration 0F: 2 clusters Score -782132.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -776166.750000 Penalty: 2932.136963
	Iteration 0F: 3 clusters Score -776166.8 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -778751.937500 Penalty: 2932.136963
	Iteration 1F: 3 clusters Score -778751.9 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -780401.687500 Penalty: 2932.136963
	Iteration 2F: 3 clusters Score -780401.7 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -783069.312500 Penalty: 2932.136963
	Iteration 3F: 3 clusters Score -783069.3 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -785028.625000 Penalty: 2932.136963
	Iteration 4F: 3 clusters Score -785028.6 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -786197.000000 Penalty: 2932.136963
	Iteration 5F: 3 clusters Score -786197 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -786926.375000 Penalty: 2932.136963
	Iteration 6Q: 3 clusters Score -786926.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -787370.312500 Penalty: 2932.136963
	Iteration 7Q: 3 clusters Score -787370.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -787583.812500 Penalty: 2932.136963
	Iteration 8Q: 3 clusters Score -787583.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -787769.625000 Penalty: 2932.136963
	Iteration 9Q: 3 clusters Score -787769.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -787988.500000 Penalty: 2932.136963
	Iteration 10Q: 3 clusters Score -787988.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -788116.437500 Penalty: 2932.136963
	Iteration 11Q: 3 clusters Score -788116.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -788137.125000 Penalty: 2932.136963
	Iteration 12Q: 3 clusters Score -788137.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -788150.000000 Penalty: 2932.136963
	Iteration 13Q: 3 clusters Score -788150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -788157.187500 Penalty: 2932.136963
	Iteration 14Q: 3 clusters Score -788157.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -788158.500000 Penalty: 2932.136963
	Iteration 15Q: 3 clusters Score -788158.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -788158.187500 Penalty: 2932.136963
	Iteration 16Q: 3 clusters Score -788158.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -788158.437500 Penalty: 2932.136963
	Iteration 17Q: 3 clusters Score -788158.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -788160.562500 Penalty: 2932.136963
	Iteration 18Q: 3 clusters Score -788160.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -788159.562500 Penalty: 2932.136963
	Iteration 19Q: 3 clusters Score -788159.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -788158.187500 Penalty: 2932.136963
	Iteration 20F: 3 clusters Score -788158.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 7779 members 
Mstep: Class 4 contains 14658 members 
Mstep: Class 5 contains 27652 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 13698 members 
Mstep: Class 8 contains 2082 members 
Mstep: Class 9 contains 128202 members 
Mstep: Class 10 contains 25968 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 4611 members 
Mstep: Class 13 contains 55044 members 
Mstep: Class 14 contains 29991 members 
Mstep: Class 15 contains 56735 members 
Mstep: Class 16 contains 35487 members 
Mstep: Class 17 contains 12955 members 
Mstep: Class 18 contains 22218 members 
Mstep: Class 19 contains 4198 members 
Mstep: Class 20 contains 628 members 
Mstep: Class 21 contains 8908 members 
Mstep: Class 22 contains 176338 members 
Mstep: Class 23 contains 1268 members 
Mstep: Class 24 contains 3672 members 
Entering Unmasked Estep 
Score: -65895148.000000 Penalty: 52148.281250
Splitting cluster 12 changes total score from -65869076.000000 to -65895148.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (55044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55044 members 
Entering Unmasked Estep 
Score: -5784009.500000 Penalty: 1773.831787
	Iteration 0F: 2 clusters Score -5784010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -5747105.500000 Penalty: 3547.663574
	Iteration 0F: 3 clusters Score -5747106 nChanged 25944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -5762490.000000 Penalty: 3547.663574
	Iteration 1F: 3 clusters Score -5762490 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -5763868.000000 Penalty: 3547.663574
	Iteration 2F: 3 clusters Score -5763868 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -5765802.000000 Penalty: 3547.663574
	Iteration 3F: 3 clusters Score -5765802 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -5768441.500000 Penalty: 3547.663574
	Iteration 4F: 3 clusters Score -5768442 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -5772149.500000 Penalty: 3547.663574
	Iteration 5F: 3 clusters Score -5772150 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -5776517.000000 Penalty: 3547.663574
	Iteration 6F: 3 clusters Score -5776517 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -5781210.000000 Penalty: 3547.663574
	Iteration 7F: 3 clusters Score -5781210 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -5784426.500000 Penalty: 3547.663574
	Iteration 8F: 3 clusters Score -5784426 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -5785871.500000 Penalty: 3547.663574
	Iteration 9Q: 3 clusters Score -5785872 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -5786544.000000 Penalty: 3547.663574
	Iteration 10Q: 3 clusters Score -5786544 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -5786960.500000 Penalty: 3547.663574
	Iteration 11Q: 3 clusters Score -5786960 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -5787169.500000 Penalty: 3547.663574
	Iteration 12Q: 3 clusters Score -5787170 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -5787342.000000 Penalty: 3547.663574
	Iteration 13Q: 3 clusters Score -5787342 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -5787446.000000 Penalty: 3547.663574
	Iteration 14Q: 3 clusters Score -5787446 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -5787518.000000 Penalty: 3547.663574
	Iteration 15Q: 3 clusters Score -5787518 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -5787586.500000 Penalty: 3547.663574
	Iteration 16Q: 3 clusters Score -5787586 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -5787611.000000 Penalty: 3547.663574
	Iteration 17Q: 3 clusters Score -5787611 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -5787633.500000 Penalty: 3547.663574
	Iteration 18Q: 3 clusters Score -5787634 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -5787654.000000 Penalty: 3547.663574
	Iteration 19Q: 3 clusters Score -5787654 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -5787658.000000 Penalty: 3547.663574
	Iteration 20F: 3 clusters Score -5787658 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -5787671.500000 Penalty: 3547.663574
	Iteration 21Q: 3 clusters Score -5787672 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -5787683.000000 Penalty: 3547.663574
	Iteration 22Q: 3 clusters Score -5787683 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -5787695.000000 Penalty: 3547.663574
	Iteration 23Q: 3 clusters Score -5787695 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -5787706.000000 Penalty: 3547.663574
	Iteration 24Q: 3 clusters Score -5787706 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -5787705.500000 Penalty: 3547.663574
	Iteration 25Q: 3 clusters Score -5787706 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -5787703.500000 Penalty: 3547.663574
	Iteration 26Q: 3 clusters Score -5787704 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -5787694.500000 Penalty: 3547.663574
	Iteration 27Q: 3 clusters Score -5787694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -5787695.500000 Penalty: 3547.663574
	Iteration 28Q: 3 clusters Score -5787696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -5787695.500000 Penalty: 3547.663574
	Iteration 29Q: 3 clusters Score -5787696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -5787689.500000 Penalty: 3547.663574
	Iteration 30Q: 3 clusters Score -5787690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -5787689.500000 Penalty: 3547.663574
	Iteration 31Q: 3 clusters Score -5787690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -5787694.500000 Penalty: 3547.663574
	Iteration 32Q: 3 clusters Score -5787694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -5787685.500000 Penalty: 3547.663574
	Iteration 33Q: 3 clusters Score -5787686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -5787689.000000 Penalty: 3547.663574
	Iteration 34Q: 3 clusters Score -5787689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -5787695.500000 Penalty: 3547.663574
	Iteration 35Q: 3 clusters Score -5787696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -5787691.500000 Penalty: 3547.663574
	Iteration 36Q: 3 clusters Score -5787692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -5787684.000000 Penalty: 3547.663574
	Iteration 37Q: 3 clusters Score -5787684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -5787688.000000 Penalty: 3547.663574
	Iteration 38Q: 3 clusters Score -5787688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -5787697.500000 Penalty: 3547.663574
	Iteration 39Q: 3 clusters Score -5787698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -5787697.000000 Penalty: 3547.663574
	Iteration 40F: 3 clusters Score -5787697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -5787698.500000 Penalty: 3547.663574
	Iteration 41Q: 3 clusters Score -5787698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -5787701.000000 Penalty: 3547.663574
	Iteration 42Q: 3 clusters Score -5787701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -5787703.500000 Penalty: 3547.663574
	Iteration 43Q: 3 clusters Score -5787704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -5787700.000000 Penalty: 3547.663574
	Iteration 44Q: 3 clusters Score -5787700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -5787704.000000 Penalty: 3547.663574
	Iteration 45Q: 3 clusters Score -5787704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -5787703.500000 Penalty: 3547.663574
	Iteration 46Q: 3 clusters Score -5787704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -5787703.500000 Penalty: 3547.663574
	Iteration 47Q: 3 clusters Score -5787704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -5787705.500000 Penalty: 3547.663574
	Iteration 48Q: 3 clusters Score -5787706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -5787705.500000 Penalty: 3547.663574
	Iteration 49F: 3 clusters Score -5787706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 7779 members 
Mstep: Class 4 contains 14658 members 
Mstep: Class 5 contains 27652 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 13698 members 
Mstep: Class 8 contains 2082 members 
Mstep: Class 9 contains 128202 members 
Mstep: Class 10 contains 25968 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 4611 members 
Mstep: Class 13 contains 34058 members 
Mstep: Class 14 contains 29991 members 
Mstep: Class 15 contains 56735 members 
Mstep: Class 16 contains 35487 members 
Mstep: Class 17 contains 12955 members 
Mstep: Class 18 contains 22218 members 
Mstep: Class 19 contains 4198 members 
Mstep: Class 20 contains 628 members 
Mstep: Class 21 contains 8908 members 
Mstep: Class 22 contains 176338 members 
Mstep: Class 23 contains 1268 members 
Mstep: Class 24 contains 3672 members 
Mstep: Class 25 contains 20986 members 
Entering Unmasked Estep 
Score: -65898232.000000 Penalty: 54321.125000
Splitting cluster 13 changes total score from -65869076.000000 to -65898232.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (29991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Entering Unmasked Estep 
Score: -3041551.000000 Penalty: 1675.156128
	Iteration 0F: 2 clusters Score -3041551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -3021511.250000 Penalty: 3350.312256
	Iteration 0F: 3 clusters Score -3021511 nChanged 13691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -3029698.750000 Penalty: 3350.312256
	Iteration 1F: 3 clusters Score -3029699 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -3031291.750000 Penalty: 3350.312256
	Iteration 2F: 3 clusters Score -3031292 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -3033450.000000 Penalty: 3350.312256
	Iteration 3F: 3 clusters Score -3033450 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -3035781.500000 Penalty: 3350.312256
	Iteration 4F: 3 clusters Score -3035782 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -3037762.250000 Penalty: 3350.312256
	Iteration 5F: 3 clusters Score -3037762 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -3039366.000000 Penalty: 3350.312256
	Iteration 6F: 3 clusters Score -3039366 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -3041224.000000 Penalty: 3350.312256
	Iteration 7F: 3 clusters Score -3041224 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -3043501.750000 Penalty: 3350.312256
	Iteration 8F: 3 clusters Score -3043502 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -3045915.750000 Penalty: 3350.312256
	Iteration 9F: 3 clusters Score -3045916 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -3047717.500000 Penalty: 3350.312256
	Iteration 10F: 3 clusters Score -3047718 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -3048560.250000 Penalty: 3350.312256
	Iteration 11Q: 3 clusters Score -3048560 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -3048920.750000 Penalty: 3350.312256
	Iteration 12Q: 3 clusters Score -3048921 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -3049107.250000 Penalty: 3350.312256
	Iteration 13Q: 3 clusters Score -3049107 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -3049188.500000 Penalty: 3350.312256
	Iteration 14Q: 3 clusters Score -3049188 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -3049234.000000 Penalty: 3350.312256
	Iteration 15Q: 3 clusters Score -3049234 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -3049272.750000 Penalty: 3350.312256
	Iteration 16Q: 3 clusters Score -3049273 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -3049286.750000 Penalty: 3350.312256
	Iteration 17Q: 3 clusters Score -3049287 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -3049286.000000 Penalty: 3350.312256
	Iteration 18Q: 3 clusters Score -3049286 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3049298.000000 Penalty: 3350.312256
	Iteration 19Q: 3 clusters Score -3049298 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -3049318.250000 Penalty: 3350.312256
	Iteration 20F: 3 clusters Score -3049318 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -3049331.000000 Penalty: 3350.312256
	Iteration 21Q: 3 clusters Score -3049331 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -3049340.750000 Penalty: 3350.312256
	Iteration 22Q: 3 clusters Score -3049341 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -3049337.500000 Penalty: 3350.312256
	Iteration 23Q: 3 clusters Score -3049338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -3049341.250000 Penalty: 3350.312256
	Iteration 24Q: 3 clusters Score -3049341 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -3049344.500000 Penalty: 3350.312256
	Iteration 25Q: 3 clusters Score -3049344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -3049345.000000 Penalty: 3350.312256
	Iteration 26Q: 3 clusters Score -3049345 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -3049341.500000 Penalty: 3350.312256
	Iteration 27Q: 3 clusters Score -3049342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -3049344.750000 Penalty: 3350.312256
	Iteration 28Q: 3 clusters Score -3049345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -3049342.750000 Penalty: 3350.312256
	Iteration 29Q: 3 clusters Score -3049343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -3049342.250000 Penalty: 3350.312256
	Iteration 30Q: 3 clusters Score -3049342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -3049341.750000 Penalty: 3350.312256
	Iteration 31Q: 3 clusters Score -3049342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -3049345.750000 Penalty: 3350.312256
	Iteration 32Q: 3 clusters Score -3049346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -3049340.250000 Penalty: 3350.312256
	Iteration 33Q: 3 clusters Score -3049340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -3049341.500000 Penalty: 3350.312256
	Iteration 34Q: 3 clusters Score -3049342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -3049343.750000 Penalty: 3350.312256
	Iteration 35Q: 3 clusters Score -3049344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -3049345.500000 Penalty: 3350.312256
	Iteration 36Q: 3 clusters Score -3049346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -3049345.500000 Penalty: 3350.312256
	Iteration 37F: 3 clusters Score -3049346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 7779 members 
Mstep: Class 4 contains 14658 members 
Mstep: Class 5 contains 27652 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 13698 members 
Mstep: Class 8 contains 2082 members 
Mstep: Class 9 contains 128202 members 
Mstep: Class 10 contains 25968 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 4611 members 
Mstep: Class 13 contains 34058 members 
Mstep: Class 14 contains 14333 members 
Mstep: Class 15 contains 56735 members 
Mstep: Class 16 contains 35487 members 
Mstep: Class 17 contains 12955 members 
Mstep: Class 18 contains 22218 members 
Mstep: Class 19 contains 4198 members 
Mstep: Class 20 contains 628 members 
Mstep: Class 21 contains 8908 members 
Mstep: Class 22 contains 176338 members 
Mstep: Class 23 contains 1268 members 
Mstep: Class 24 contains 3672 members 
Mstep: Class 25 contains 20986 members 
Mstep: Class 26 contains 15658 members 
Entering Unmasked Estep 
Score: -65905480.000000 Penalty: 56493.972656
Splitting cluster 14 changes total score from -65869076.000000 to -65905480.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (56735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56735 members 
Entering Unmasked Estep 
Score: -5893768.000000 Penalty: 1778.748901
	Iteration 0F: 2 clusters Score -5893768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -5855721.500000 Penalty: 3557.497803
	Iteration 0F: 3 clusters Score -5855722 nChanged 26786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -5871977.500000 Penalty: 3557.497803
	Iteration 1F: 3 clusters Score -5871978 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -5873483.500000 Penalty: 3557.497803
	Iteration 2F: 3 clusters Score -5873484 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -5875865.000000 Penalty: 3557.497803
	Iteration 3F: 3 clusters Score -5875865 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -5879271.000000 Penalty: 3557.497803
	Iteration 4F: 3 clusters Score -5879271 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -5883149.500000 Penalty: 3557.497803
	Iteration 5F: 3 clusters Score -5883150 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -5886592.500000 Penalty: 3557.497803
	Iteration 6F: 3 clusters Score -5886592 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -5889020.000000 Penalty: 3557.497803
	Iteration 7F: 3 clusters Score -5889020 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -5890912.500000 Penalty: 3557.497803
	Iteration 8Q: 3 clusters Score -5890912 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -5892214.000000 Penalty: 3557.497803
	Iteration 9Q: 3 clusters Score -5892214 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -5892969.500000 Penalty: 3557.497803
	Iteration 10Q: 3 clusters Score -5892970 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -5893419.000000 Penalty: 3557.497803
	Iteration 11Q: 3 clusters Score -5893419 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -5893663.000000 Penalty: 3557.497803
	Iteration 12Q: 3 clusters Score -5893663 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -5893897.000000 Penalty: 3557.497803
	Iteration 13Q: 3 clusters Score -5893897 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -5893997.500000 Penalty: 3557.497803
	Iteration 14Q: 3 clusters Score -5893998 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -5894076.000000 Penalty: 3557.497803
	Iteration 15Q: 3 clusters Score -5894076 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -5894153.500000 Penalty: 3557.497803
	Iteration 16Q: 3 clusters Score -5894154 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -5894222.500000 Penalty: 3557.497803
	Iteration 17Q: 3 clusters Score -5894222 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -5894271.500000 Penalty: 3557.497803
	Iteration 18Q: 3 clusters Score -5894272 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -5894319.500000 Penalty: 3557.497803
	Iteration 19Q: 3 clusters Score -5894320 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -5894372.000000 Penalty: 3557.497803
	Iteration 20F: 3 clusters Score -5894372 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -5894439.000000 Penalty: 3557.497803
	Iteration 21Q: 3 clusters Score -5894439 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -5894470.000000 Penalty: 3557.497803
	Iteration 22Q: 3 clusters Score -5894470 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -5894522.500000 Penalty: 3557.497803
	Iteration 23Q: 3 clusters Score -5894522 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -5894566.500000 Penalty: 3557.497803
	Iteration 24Q: 3 clusters Score -5894566 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -5894579.500000 Penalty: 3557.497803
	Iteration 25Q: 3 clusters Score -5894580 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -5894635.500000 Penalty: 3557.497803
	Iteration 26Q: 3 clusters Score -5894636 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -5894664.000000 Penalty: 3557.497803
	Iteration 27Q: 3 clusters Score -5894664 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -5894696.500000 Penalty: 3557.497803
	Iteration 28Q: 3 clusters Score -5894696 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -5894709.000000 Penalty: 3557.497803
	Iteration 29Q: 3 clusters Score -5894709 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -5894730.000000 Penalty: 3557.497803
	Iteration 30Q: 3 clusters Score -5894730 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -5894751.000000 Penalty: 3557.497803
	Iteration 31Q: 3 clusters Score -5894751 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -5894772.000000 Penalty: 3557.497803
	Iteration 32Q: 3 clusters Score -5894772 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -5894785.500000 Penalty: 3557.497803
	Iteration 33Q: 3 clusters Score -5894786 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -5894814.000000 Penalty: 3557.497803
	Iteration 34Q: 3 clusters Score -5894814 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -5894824.500000 Penalty: 3557.497803
	Iteration 35Q: 3 clusters Score -5894824 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -5894846.500000 Penalty: 3557.497803
	Iteration 36Q: 3 clusters Score -5894846 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -5894854.000000 Penalty: 3557.497803
	Iteration 37Q: 3 clusters Score -5894854 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -5894855.000000 Penalty: 3557.497803
	Iteration 38Q: 3 clusters Score -5894855 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -5894863.000000 Penalty: 3557.497803
	Iteration 39Q: 3 clusters Score -5894863 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -5894899.500000 Penalty: 3557.497803
	Iteration 40F: 3 clusters Score -5894900 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -5894892.500000 Penalty: 3557.497803
	Iteration 41Q: 3 clusters Score -5894892 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -5894912.000000 Penalty: 3557.497803
	Iteration 42Q: 3 clusters Score -5894912 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -5894924.500000 Penalty: 3557.497803
	Iteration 43Q: 3 clusters Score -5894924 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -5894915.000000 Penalty: 3557.497803
	Iteration 44Q: 3 clusters Score -5894915 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 45610 members 
Entering Unmasked Estep 
Score: -5894923.000000 Penalty: 3557.497803
	Iteration 45Q: 3 clusters Score -5894923 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -5894921.500000 Penalty: 3557.497803
	Iteration 46Q: 3 clusters Score -5894922 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -5894923.000000 Penalty: 3557.497803
	Iteration 47Q: 3 clusters Score -5894923 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -5894942.500000 Penalty: 3557.497803
	Iteration 48Q: 3 clusters Score -5894942 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -5894944.500000 Penalty: 3557.497803
	Iteration 49Q: 3 clusters Score -5894944 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -5894946.000000 Penalty: 3557.497803
	Iteration 50Q: 3 clusters Score -5894946 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -5894957.000000 Penalty: 3557.497803
	Iteration 51Q: 3 clusters Score -5894957 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -5894958.000000 Penalty: 3557.497803
	Iteration 52Q: 3 clusters Score -5894958 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -5894934.500000 Penalty: 3557.497803
	Iteration 53Q: 3 clusters Score -5894934 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -5894932.000000 Penalty: 3557.497803
	Iteration 54Q: 3 clusters Score -5894932 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -5894948.500000 Penalty: 3557.497803
	Iteration 55Q: 3 clusters Score -5894948 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -5894956.000000 Penalty: 3557.497803
	Iteration 56Q: 3 clusters Score -5894956 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -5894956.000000 Penalty: 3557.497803
	Iteration 57Q: 3 clusters Score -5894956 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -5894953.500000 Penalty: 3557.497803
	Iteration 58Q: 3 clusters Score -5894954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -5894964.000000 Penalty: 3557.497803
	Iteration 59Q: 3 clusters Score -5894964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -5894974.000000 Penalty: 3557.497803
	Iteration 60F: 3 clusters Score -5894974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -5894967.500000 Penalty: 3557.497803
	Iteration 61Q: 3 clusters Score -5894968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -5894980.000000 Penalty: 3557.497803
	Iteration 62Q: 3 clusters Score -5894980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -5894975.000000 Penalty: 3557.497803
	Iteration 63Q: 3 clusters Score -5894975 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -5894977.500000 Penalty: 3557.497803
	Iteration 64Q: 3 clusters Score -5894978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -5894985.500000 Penalty: 3557.497803
	Iteration 65Q: 3 clusters Score -5894986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -5894997.000000 Penalty: 3557.497803
	Iteration 66Q: 3 clusters Score -5894997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -5895000.500000 Penalty: 3557.497803
	Iteration 67Q: 3 clusters Score -5895000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -5894997.500000 Penalty: 3557.497803
	Iteration 68Q: 3 clusters Score -5894998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -5895000.500000 Penalty: 3557.497803
	Iteration 69Q: 3 clusters Score -5895000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -5894990.000000 Penalty: 3557.497803
	Iteration 70Q: 3 clusters Score -5894990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -5894991.000000 Penalty: 3557.497803
	Iteration 71Q: 3 clusters Score -5894991 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -5894985.000000 Penalty: 3557.497803
	Iteration 72Q: 3 clusters Score -5894985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -5894986.000000 Penalty: 3557.497803
	Iteration 73Q: 3 clusters Score -5894986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -5894983.500000 Penalty: 3557.497803
	Iteration 74Q: 3 clusters Score -5894984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -5894991.000000 Penalty: 3557.497803
	Iteration 75Q: 3 clusters Score -5894991 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 46966 members 
Entering Unmasked Estep 
Score: -5894998.500000 Penalty: 3557.497803
	Iteration 76Q: 3 clusters Score -5894998 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -5895000.000000 Penalty: 3557.497803
	Iteration 77Q: 3 clusters Score -5895000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -5895000.000000 Penalty: 3557.497803
	Iteration 78Q: 3 clusters Score -5895000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -5894999.000000 Penalty: 3557.497803
	Iteration 79Q: 3 clusters Score -5894999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -5895001.500000 Penalty: 3557.497803
	Iteration 80F: 3 clusters Score -5895002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 47009 members 
Entering Unmasked Estep 
Score: -5895002.000000 Penalty: 3557.497803
	Iteration 81Q: 3 clusters Score -5895002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -5895008.000000 Penalty: 3557.497803
	Iteration 82Q: 3 clusters Score -5895008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -5895012.000000 Penalty: 3557.497803
	Iteration 83Q: 3 clusters Score -5895012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -5895012.000000 Penalty: 3557.497803
	Iteration 84Q: 3 clusters Score -5895012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -5895014.000000 Penalty: 3557.497803
	Iteration 85Q: 3 clusters Score -5895014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 47074 members 
Entering Unmasked Estep 
Score: -5895008.000000 Penalty: 3557.497803
	Iteration 86Q: 3 clusters Score -5895008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -5895007.500000 Penalty: 3557.497803
	Iteration 87Q: 3 clusters Score -5895008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -5895010.500000 Penalty: 3557.497803
	Iteration 88Q: 3 clusters Score -5895010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -5895006.000000 Penalty: 3557.497803
	Iteration 89Q: 3 clusters Score -5895006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -5894997.500000 Penalty: 3557.497803
	Iteration 90Q: 3 clusters Score -5894998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -5895003.500000 Penalty: 3557.497803
	Iteration 91Q: 3 clusters Score -5895004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -5895004.500000 Penalty: 3557.497803
	Iteration 92Q: 3 clusters Score -5895004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 47210 members 
Entering Unmasked Estep 
Score: -5894997.000000 Penalty: 3557.497803
	Iteration 93Q: 3 clusters Score -5894997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -5895003.500000 Penalty: 3557.497803
	Iteration 94Q: 3 clusters Score -5895004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
Score: -5895001.500000 Penalty: 3557.497803
	Iteration 95Q: 3 clusters Score -5895002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -5895002.500000 Penalty: 3557.497803
	Iteration 96Q: 3 clusters Score -5895002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -5894998.500000 Penalty: 3557.497803
	Iteration 97Q: 3 clusters Score -5894998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -5894998.500000 Penalty: 3557.497803
	Iteration 98Q: 3 clusters Score -5894998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 47303 members 
Entering Unmasked Estep 
Score: -5894998.500000 Penalty: 3557.497803
	Iteration 99Q: 3 clusters Score -5894998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -5895000.000000 Penalty: 3557.497803
	Iteration 100F: 3 clusters Score -5895000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -5895002.000000 Penalty: 3557.497803
	Iteration 101Q: 3 clusters Score -5895002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
Score: -5895006.000000 Penalty: 3557.497803
	Iteration 102Q: 3 clusters Score -5895006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -5895005.000000 Penalty: 3557.497803
	Iteration 103Q: 3 clusters Score -5895005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
Score: -5895007.500000 Penalty: 3557.497803
	Iteration 104Q: 3 clusters Score -5895008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -5895013.000000 Penalty: 3557.497803
	Iteration 105Q: 3 clusters Score -5895013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 47403 members 
Entering Unmasked Estep 
Score: -5895015.500000 Penalty: 3557.497803
	Iteration 106Q: 3 clusters Score -5895016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -5895014.500000 Penalty: 3557.497803
	Iteration 107Q: 3 clusters Score -5895014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -5895018.500000 Penalty: 3557.497803
	Iteration 108Q: 3 clusters Score -5895018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -5895012.000000 Penalty: 3557.497803
	Iteration 109Q: 3 clusters Score -5895012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -5895020.000000 Penalty: 3557.497803
	Iteration 110Q: 3 clusters Score -5895020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -5895014.000000 Penalty: 3557.497803
	Iteration 111Q: 3 clusters Score -5895014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -5895022.500000 Penalty: 3557.497803
	Iteration 112Q: 3 clusters Score -5895022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 47554 members 
Entering Unmasked Estep 
Score: -5895027.500000 Penalty: 3557.497803
	Iteration 113Q: 3 clusters Score -5895028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -5895017.000000 Penalty: 3557.497803
	Iteration 114Q: 3 clusters Score -5895017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -5895020.000000 Penalty: 3557.497803
	Iteration 115Q: 3 clusters Score -5895020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -5895014.000000 Penalty: 3557.497803
	Iteration 116Q: 3 clusters Score -5895014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -5895017.500000 Penalty: 3557.497803
	Iteration 117Q: 3 clusters Score -5895018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -5895027.000000 Penalty: 3557.497803
	Iteration 118Q: 3 clusters Score -5895027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -5895046.000000 Penalty: 3557.497803
	Iteration 119Q: 3 clusters Score -5895046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -5895050.000000 Penalty: 3557.497803
	Iteration 120F: 3 clusters Score -5895050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -5895058.000000 Penalty: 3557.497803
	Iteration 121Q: 3 clusters Score -5895058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -5895051.500000 Penalty: 3557.497803
	Iteration 122Q: 3 clusters Score -5895052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -5895055.500000 Penalty: 3557.497803
	Iteration 123Q: 3 clusters Score -5895056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 47782 members 
Entering Unmasked Estep 
Score: -5895065.000000 Penalty: 3557.497803
	Iteration 124Q: 3 clusters Score -5895065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -5895061.000000 Penalty: 3557.497803
	Iteration 125Q: 3 clusters Score -5895061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -5895053.500000 Penalty: 3557.497803
	Iteration 126Q: 3 clusters Score -5895054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -5895059.000000 Penalty: 3557.497803
	Iteration 127Q: 3 clusters Score -5895059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 47814 members 
Entering Unmasked Estep 
Score: -5895064.000000 Penalty: 3557.497803
	Iteration 128Q: 3 clusters Score -5895064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -5895055.000000 Penalty: 3557.497803
	Iteration 129Q: 3 clusters Score -5895055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -5895054.000000 Penalty: 3557.497803
	Iteration 130Q: 3 clusters Score -5895054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -5895058.000000 Penalty: 3557.497803
	Iteration 131Q: 3 clusters Score -5895058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 47849 members 
Entering Unmasked Estep 
Score: -5895058.000000 Penalty: 3557.497803
	Iteration 132Q: 3 clusters Score -5895058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -5895056.000000 Penalty: 3557.497803
	Iteration 133Q: 3 clusters Score -5895056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -5895056.000000 Penalty: 3557.497803
	Iteration 134Q: 3 clusters Score -5895056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -5895050.000000 Penalty: 3557.497803
	Iteration 135Q: 3 clusters Score -5895050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 47877 members 
Entering Unmasked Estep 
Score: -5895049.000000 Penalty: 3557.497803
	Iteration 136Q: 3 clusters Score -5895049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 47884 members 
Entering Unmasked Estep 
Score: -5895052.000000 Penalty: 3557.497803
	Iteration 137Q: 3 clusters Score -5895052 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 47888 members 
Entering Unmasked Estep 
Score: -5895055.000000 Penalty: 3557.497803
	Iteration 138Q: 3 clusters Score -5895055 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 47890 members 
Entering Unmasked Estep 
Score: -5895051.000000 Penalty: 3557.497803
	Iteration 139Q: 3 clusters Score -5895051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -5895049.500000 Penalty: 3557.497803
	Iteration 140F: 3 clusters Score -5895050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 47894 members 
Entering Unmasked Estep 
Score: -5895046.500000 Penalty: 3557.497803
	Iteration 141Q: 3 clusters Score -5895046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -5895049.500000 Penalty: 3557.497803
	Iteration 142Q: 3 clusters Score -5895050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -5895051.500000 Penalty: 3557.497803
	Iteration 143Q: 3 clusters Score -5895052 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -5895051.500000 Penalty: 3557.497803
	Iteration 144F: 3 clusters Score -5895052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 7779 members 
Mstep: Class 4 contains 14658 members 
Mstep: Class 5 contains 27652 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 13698 members 
Mstep: Class 8 contains 2082 members 
Mstep: Class 9 contains 128202 members 
Mstep: Class 10 contains 25968 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 4611 members 
Mstep: Class 13 contains 34058 members 
Mstep: Class 14 contains 14333 members 
Mstep: Class 15 contains 8837 members 
Mstep: Class 16 contains 35487 members 
Mstep: Class 17 contains 12955 members 
Mstep: Class 18 contains 22218 members 
Mstep: Class 19 contains 4198 members 
Mstep: Class 20 contains 628 members 
Mstep: Class 21 contains 8908 members 
Mstep: Class 22 contains 176338 members 
Mstep: Class 23 contains 1268 members 
Mstep: Class 24 contains 3672 members 
Mstep: Class 25 contains 20986 members 
Mstep: Class 26 contains 15658 members 
Mstep: Class 27 contains 47898 members 
Entering Unmasked Estep 
Score: -65906768.000000 Penalty: 58666.816406
Splitting cluster 15 changes total score from -65869076.000000 to -65906768.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (35487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35487 members 
Entering Unmasked Estep 
Score: -3778431.250000 Penalty: 1702.499878
	Iteration 0F: 2 clusters Score -3778431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -3754513.750000 Penalty: 3404.999756
	Iteration 0F: 3 clusters Score -3754514 nChanged 16480
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -3764195.500000 Penalty: 3404.999756
	Iteration 1F: 3 clusters Score -3764196 nChanged 1865
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -3765178 nChanged 2208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -3766705.500000 Penalty: 3404.999756
	Iteration 3F: 3 clusters Score -3766706 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -3768802.250000 Penalty: 3404.999756
	Iteration 4F: 3 clusters Score -3768802 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -3770816.250000 Penalty: 3404.999756
	Iteration 5F: 3 clusters Score -3770816 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -3772444.000000 Penalty: 3404.999756
	Iteration 6F: 3 clusters Score -3772444 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -3773618.250000 Penalty: 3404.999756
	Iteration 7F: 3 clusters Score -3773618 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -3774342.250000 Penalty: 3404.999756
	Iteration 8Q: 3 clusters Score -3774342 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -3774840.750000 Penalty: 3404.999756
	Iteration 9Q: 3 clusters Score -3774841 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -3775133.750000 Penalty: 3404.999756
	Iteration 10Q: 3 clusters Score -3775134 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -3775344.250000 Penalty: 3404.999756
	Iteration 11Q: 3 clusters Score -3775344 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -3775498.250000 Penalty: 3404.999756
	Iteration 12Q: 3 clusters Score -3775498 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -3775625.250000 Penalty: 3404.999756
	Iteration 13Q: 3 clusters Score -3775625 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -3775711.750000 Penalty: 3404.999756
	Iteration 14Q: 3 clusters Score -3775712 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -3775771.000000 Penalty: 3404.999756
	Iteration 15Q: 3 clusters Score -3775771 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -3775806.000000 Penalty: 3404.999756
	Iteration 16Q: 3 clusters Score -3775806 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -3775840.500000 Penalty: 3404.999756
	Iteration 17Q: 3 clusters Score -3775840 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -3775854.500000 Penalty: 3404.999756
	Iteration 18Q: 3 clusters Score -3775854 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -3775869.750000 Penalty: 3404.999756
	Iteration 19Q: 3 clusters Score -3775870 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -3775888.000000 Penalty: 3404.999756
	Iteration 20F: 3 clusters Score -3775888 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -3775896.250000 Penalty: 3404.999756
	Iteration 21Q: 3 clusters Score -3775896 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -3775911.000000 Penalty: 3404.999756
	Iteration 22Q: 3 clusters Score -3775911 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -3775916.250000 Penalty: 3404.999756
	Iteration 23Q: 3 clusters Score -3775916 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -3775911.250000 Penalty: 3404.999756
	Iteration 24Q: 3 clusters Score -3775911 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -3775917.750000 Penalty: 3404.999756
	Iteration 25Q: 3 clusters Score -3775918 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -3775921.250000 Penalty: 3404.999756
	Iteration 26Q: 3 clusters Score -3775921 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -3775933.250000 Penalty: 3404.999756
	Iteration 27Q: 3 clusters Score -3775933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -3775930.750000 Penalty: 3404.999756
	Iteration 28Q: 3 clusters Score -3775931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -3775929.750000 Penalty: 3404.999756
	Iteration 29Q: 3 clusters Score -3775930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -3775929.000000 Penalty: 3404.999756
	Iteration 30Q: 3 clusters Score -3775929 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -3775928.250000 Penalty: 3404.999756
	Iteration 31Q: 3 clusters Score -3775928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -3775930.500000 Penalty: 3404.999756
	Iteration 32Q: 3 clusters Score -3775930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -3775933.000000 Penalty: 3404.999756
	Iteration 33Q: 3 clusters Score -3775933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -3775929.250000 Penalty: 3404.999756
	Iteration 34Q: 3 clusters Score -3775929 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -3775936.000000 Penalty: 3404.999756
	Iteration 35Q: 3 clusters Score -3775936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -3775935.500000 Penalty: 3404.999756
	Iteration 36Q: 3 clusters Score -3775936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -3775938.500000 Penalty: 3404.999756
	Iteration 37Q: 3 clusters Score -3775938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -3775942.750000 Penalty: 3404.999756
	Iteration 38Q: 3 clusters Score -3775943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -3775941.500000 Penalty: 3404.999756
	Iteration 39Q: 3 clusters Score -3775942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -3775938.500000 Penalty: 3404.999756
	Iteration 40F: 3 clusters Score -3775938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -3775937.750000 Penalty: 3404.999756
	Iteration 41Q: 3 clusters Score -3775938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -3775941.500000 Penalty: 3404.999756
	Iteration 42Q: 3 clusters Score -3775942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -3775938.000000 Penalty: 3404.999756
	Iteration 43Q: 3 clusters Score -3775938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -3775938.250000 Penalty: 3404.999756
	Iteration 44Q: 3 clusters Score -3775938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -3775931.250000 Penalty: 3404.999756
	Iteration 45Q: 3 clusters Score -3775931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -3775935.250000 Penalty: 3404.999756
	Iteration 46Q: 3 clusters Score -3775935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -3775931.000000 Penalty: 3404.999756
	Iteration 47Q: 3 clusters Score -3775931 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -3775938.250000 Penalty: 3404.999756
	Iteration 48Q: 3 clusters Score -3775938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -3775934.750000 Penalty: 3404.999756
	Iteration 49Q: 3 clusters Score -3775935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -3775941.250000 Penalty: 3404.999756
	Iteration 50Q: 3 clusters Score -3775941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -3775944.250000 Penalty: 3404.999756
	Iteration 51Q: 3 clusters Score -3775944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -3775947.500000 Penalty: 3404.999756
	Iteration 52Q: 3 clusters Score -3775948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -3775948.500000 Penalty: 3404.999756
	Iteration 53Q: 3 clusters Score -3775948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -3775942.250000 Penalty: 3404.999756
	Iteration 54Q: 3 clusters Score -3775942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -3775948.750000 Penalty: 3404.999756
	Iteration 55Q: 3 clusters Score -3775949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -3775944.000000 Penalty: 3404.999756
	Iteration 56Q: 3 clusters Score -3775944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -3775944.500000 Penalty: 3404.999756
	Iteration 57Q: 3 clusters Score -3775944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -3775954.750000 Penalty: 3404.999756
	Iteration 58Q: 3 clusters Score -3775955 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -3775949.500000 Penalty: 3404.999756
	Iteration 59Q: 3 clusters Score -3775950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -3775950.250000 Penalty: 3404.999756
	Iteration 60F: 3 clusters Score -3775950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -3775952.250000 Penalty: 3404.999756
	Iteration 61Q: 3 clusters Score -3775952 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -3775962.500000 Penalty: 3404.999756
	Iteration 62Q: 3 clusters Score -3775962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -3775963.750000 Penalty: 3404.999756
	Iteration 63Q: 3 clusters Score -3775964 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -3775959.000000 Penalty: 3404.999756
	Iteration 64Q: 3 clusters Score -3775959 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -3775953.750000 Penalty: 3404.999756
	Iteration 65Q: 3 clusters Score -3775954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -3775968.250000 Penalty: 3404.999756
	Iteration 66Q: 3 clusters Score -3775968 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -3775972.250000 Penalty: 3404.999756
	Iteration 67Q: 3 clusters Score -3775972 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -3775976.750000 Penalty: 3404.999756
	Iteration 68Q: 3 clusters Score -3775977 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -3775980.500000 Penalty: 3404.999756
	Iteration 69Q: 3 clusters Score -3775980 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -3775983.250000 Penalty: 3404.999756
	Iteration 70Q: 3 clusters Score -3775983 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -3775984.750000 Penalty: 3404.999756
	Iteration 71Q: 3 clusters Score -3775985 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -3775990.000000 Penalty: 3404.999756
	Iteration 72Q: 3 clusters Score -3775990 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -3775984.750000 Penalty: 3404.999756
	Iteration 73Q: 3 clusters Score -3775985 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -3775991.750000 Penalty: 3404.999756
	Iteration 74Q: 3 clusters Score -3775992 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -3775985.000000 Penalty: 3404.999756
	Iteration 75Q: 3 clusters Score -3775985 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -3775997.000000 Penalty: 3404.999756
	Iteration 76Q: 3 clusters Score -3775997 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -3775999.500000 Penalty: 3404.999756
	Iteration 77Q: 3 clusters Score -3776000 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -3775997.000000 Penalty: 3404.999756
	Iteration 78Q: 3 clusters Score -3775997 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -3776002.500000 Penalty: 3404.999756
	Iteration 79Q: 3 clusters Score -3776002 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -3776020.250000 Penalty: 3404.999756
	Iteration 80F: 3 clusters Score -3776020 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -3776022.500000 Penalty: 3404.999756
	Iteration 81Q: 3 clusters Score -3776022 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -3776027.750000 Penalty: 3404.999756
	Iteration 82Q: 3 clusters Score -3776028 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -3776042.250000 Penalty: 3404.999756
	Iteration 83Q: 3 clusters Score -3776042 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -3776046.250000 Penalty: 3404.999756
	Iteration 84Q: 3 clusters Score -3776046 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -3776050.250000 Penalty: 3404.999756
	Iteration 85Q: 3 clusters Score -3776050 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -3776060.750000 Penalty: 3404.999756
	Iteration 86Q: 3 clusters Score -3776061 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -3776059.000000 Penalty: 3404.999756
	Iteration 87Q: 3 clusters Score -3776059 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -3776070.750000 Penalty: 3404.999756
	Iteration 88Q: 3 clusters Score -3776071 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -3776079.000000 Penalty: 3404.999756
	Iteration 89Q: 3 clusters Score -3776079 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -3776079.750000 Penalty: 3404.999756
	Iteration 90Q: 3 clusters Score -3776080 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -3776091.250000 Penalty: 3404.999756
	Iteration 91Q: 3 clusters Score -3776091 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -3776121.250000 Penalty: 3404.999756
	Iteration 92Q: 3 clusters Score -3776121 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -3776132.000000 Penalty: 3404.999756
	Iteration 93Q: 3 clusters Score -3776132 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -3776133.250000 Penalty: 3404.999756
	Iteration 94Q: 3 clusters Score -3776133 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -3776146.500000 Penalty: 3404.999756
	Iteration 95Q: 3 clusters Score -3776146 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -3776141.750000 Penalty: 3404.999756
	Iteration 96Q: 3 clusters Score -3776142 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -3776144.500000 Penalty: 3404.999756
	Iteration 97Q: 3 clusters Score -3776144 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -3776152.250000 Penalty: 3404.999756
	Iteration 98Q: 3 clusters Score -3776152 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -3776153.000000 Penalty: 3404.999756
	Iteration 99Q: 3 clusters Score -3776153 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -3776166.000000 Penalty: 3404.999756
	Iteration 100F: 3 clusters Score -3776166 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -3776166.750000 Penalty: 3404.999756
	Iteration 101Q: 3 clusters Score -3776167 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -3776173.000000 Penalty: 3404.999756
	Iteration 102Q: 3 clusters Score -3776173 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -3776183.750000 Penalty: 3404.999756
	Iteration 103Q: 3 clusters Score -3776184 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -3776187.500000 Penalty: 3404.999756
	Iteration 104Q: 3 clusters Score -3776188 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -3776195.000000 Penalty: 3404.999756
	Iteration 105Q: 3 clusters Score -3776195 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -3776199.000000 Penalty: 3404.999756
	Iteration 106Q: 3 clusters Score -3776199 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -3776208.250000 Penalty: 3404.999756
	Iteration 107Q: 3 clusters Score -3776208 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -3776224.500000 Penalty: 3404.999756
	Iteration 108Q: 3 clusters Score -3776224 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -3776231.250000 Penalty: 3404.999756
	Iteration 109Q: 3 clusters Score -3776231 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -3776237.000000 Penalty: 3404.999756
	Iteration 110Q: 3 clusters Score -3776237 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -3776241.250000 Penalty: 3404.999756
	Iteration 111Q: 3 clusters Score -3776241 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -3776244.500000 Penalty: 3404.999756
	Iteration 112Q: 3 clusters Score -3776244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -3776246.000000 Penalty: 3404.999756
	Iteration 113Q: 3 clusters Score -3776246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3776256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3776257 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -3776261.500000 Penalty: 3404.999756
	Iteration 116Q: 3 clusters Score -3776262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -3776250.500000 Penalty: 3404.999756
	Iteration 117Q: 3 clusters Score -3776250 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -3776249.250000 Penalty: 3404.999756
	Iteration 118Q: 3 clusters Score -3776249 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -3776255.500000 Penalty: 3404.999756
	Iteration 119Q: 3 clusters Score -3776256 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -3776260.250000 Penalty: 3404.999756
	Iteration 120F: 3 clusters Score -3776260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -3776257.750000 Penalty: 3404.999756
	Iteration 121Q: 3 clusters Score -3776258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -3776253.000000 Penalty: 3404.999756
	Iteration 122Q: 3 clusters Score -3776253 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3776261 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3776262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -3776262.500000 Penalty: 3404.999756
	Iteration 125Q: 3 clusters Score -3776262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -3776262.500000 Penalty: 3404.999756
	Iteration 126Q: 3 clusters Score -3776262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -3776266.000000 Penalty: 3404.999756
	Iteration 127Q: 3 clusters Score -3776266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -3776265.750000 Penalty: 3404.999756
	Iteration 128Q: 3 clusters Score -3776266 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3776255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -3776256.000000 Penalty: 3404.999756
	Iteration 130Q: 3 clusters Score -3776256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3776254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3776251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3776250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3776251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3776248 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3776242 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -3776245.500000 Penalty: 3404.999756
	Iteration 137Q: 3 clusters Score -3776246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3776249 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3776250 nChanged 7
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Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3776254 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3776254 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3776263 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -3776261.000000 Penalty: 3404.999756
	Iteration 143Q: 3 clusters Score -3776261 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3776264 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3776260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -3776267.000000 Penalty: 3404.999756
	Iteration 146Q: 3 clusters Score -3776267 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3776265 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3776265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3776260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3776265 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -3776258.250000 Penalty: 3404.999756
	Iteration 151Q: 3 clusters Score -3776258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -3776269.250000 Penalty: 3404.999756
	Iteration 152Q: 3 clusters Score -3776269 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -3776276.500000 Penalty: 3404.999756
	Iteration 153Q: 3 clusters Score -3776276 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3776276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -3776273.000000 Penalty: 3404.999756
	Iteration 155Q: 3 clusters Score -3776273 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -3776274.000000 Penalty: 3404.999756
	Iteration 156Q: 3 clusters Score -3776274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -3776271.000000 Penalty: 3404.999756
	Iteration 157Q: 3 clusters Score -3776271 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -3776280.500000 Penalty: 3404.999756
	Iteration 158Q: 3 clusters Score -3776280 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -3776284.250000 Penalty: 3404.999756
	Iteration 159Q: 3 clusters Score -3776284 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -3776279.000000 Penalty: 3404.999756
	Iteration 160F: 3 clusters Score -3776279 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -3776287.750000 Penalty: 3404.999756
	Iteration 161Q: 3 clusters Score -3776288 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -3776290.750000 Penalty: 3404.999756
	Iteration 162Q: 3 clusters Score -3776291 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -3776304.750000 Penalty: 3404.999756
	Iteration 163Q: 3 clusters Score -3776305 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3776305 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -3776303.750000 Penalty: 3404.999756
	Iteration 165Q: 3 clusters Score -3776304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -3776313.000000 Penalty: 3404.999756
	Iteration 166Q: 3 clusters Score -3776313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
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Entering Unmasked Estep 
Score: -3776312.000000 Penalty: 3404.999756
	Iteration 167Q: 3 clusters Score -3776312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -3776307.000000 Penalty: 3404.999756
	Iteration 168Q: 3 clusters Score -3776307 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -3776315.000000 Penalty: 3404.999756
	Iteration 169Q: 3 clusters Score -3776315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -3776309.500000 Penalty: 3404.999756
	Iteration 170Q: 3 clusters Score -3776310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -3776314 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -3776317.250000 Penalty: 3404.999756
	Iteration 172Q: 3 clusters Score -3776317 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -3776320.250000 Penalty: 3404.999756
	Iteration 173Q: 3 clusters Score -3776320 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -3776322.000000 Penalty: 3404.999756
	Iteration 174Q: 3 clusters Score -3776322 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -3776327.000000 Penalty: 3404.999756
	Iteration 175Q: 3 clusters Score -3776327 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -3776333.250000 Penalty: 3404.999756
	Iteration 176Q: 3 clusters Score -3776333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -3776336.000000 Penalty: 3404.999756
	Iteration 177Q: 3 clusters Score -3776336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3776336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -3776343.500000 Penalty: 3404.999756
	Iteration 179Q: 3 clusters Score -3776344 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -3776341.500000 Penalty: 3404.999756
	Iteration 180F: 3 clusters Score -3776342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3776337 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -3776338 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -3776341 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -3776348.000000 Penalty: 3404.999756
	Iteration 184Q: 3 clusters Score -3776348 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -3776347 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -3776350.000000 Penalty: 3404.999756
	Iteration 186Q: 3 clusters Score -3776350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -3776348 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -3776346 nChanged 2
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Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -3776343 nChanged 3
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Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -3776340 nChanged 2
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Mstep: Class 1 contains 13156 members 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -3776341 nChanged 5
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Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -3776346 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -3776346 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -3776351 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -3776348 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -3776348 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13112 members 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -3776345 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13104 members 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -3776346 nChanged 7
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Mstep: Class 1 contains 13099 members 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -3776347 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -3776351.250000 Penalty: 3404.999756
	Iteration 200F: 3 clusters Score -3776351 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13083 members 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -3776348 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -3776342.750000 Penalty: 3404.999756
	Iteration 202Q: 3 clusters Score -3776343 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -3776346 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -3776353.500000 Penalty: 3404.999756
	Iteration 204Q: 3 clusters Score -3776354 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -3776352 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -3776357.750000 Penalty: 3404.999756
	Iteration 206Q: 3 clusters Score -3776358 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -3776356.250000 Penalty: 3404.999756
	Iteration 207Q: 3 clusters Score -3776356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -3776356.250000 Penalty: 3404.999756
	Iteration 208F: 3 clusters Score -3776356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Entering Unmasked Estep 
Score: -1326257.625000 Penalty: 1538.751099
	Iteration 0F: 2 clusters Score -1326258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1317306.750000 Penalty: 3077.502197
	Iteration 0F: 3 clusters Score -1317307 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1320369.125000 Penalty: 3077.502197
	Iteration 1F: 3 clusters Score -1320369 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1320688.875000 Penalty: 3077.502197
	Iteration 2F: 3 clusters Score -1320689 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1320956.750000 Penalty: 3077.502197
	Iteration 3F: 3 clusters Score -1320957 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1321212.000000 Penalty: 3077.502197
	Iteration 4Q: 3 clusters Score -1321212 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1321531.625000 Penalty: 3077.502197
	Iteration 5Q: 3 clusters Score -1321532 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1321850.875000 Penalty: 3077.502197
	Iteration 6Q: 3 clusters Score -1321851 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1322212.750000 Penalty: 3077.502197
	Iteration 7Q: 3 clusters Score -1322213 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1322596.000000 Penalty: 3077.502197
	Iteration 8Q: 3 clusters Score -1322596 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1322959.375000 Penalty: 3077.502197
	Iteration 9Q: 3 clusters Score -1322959 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1323346.875000 Penalty: 3077.502197
	Iteration 10Q: 3 clusters Score -1323347 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1323644.500000 Penalty: 3077.502197
	Iteration 11Q: 3 clusters Score -1323644 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1323858.375000 Penalty: 3077.502197
	Iteration 12Q: 3 clusters Score -1323858 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1323975.000000 Penalty: 3077.502197
	Iteration 13Q: 3 clusters Score -1323975 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1324036.125000 Penalty: 3077.502197
	Iteration 14Q: 3 clusters Score -1324036 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1324086.125000 Penalty: 3077.502197
	Iteration 15Q: 3 clusters Score -1324086 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1324113.625000 Penalty: 3077.502197
	Iteration 16Q: 3 clusters Score -1324114 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1324137.875000 Penalty: 3077.502197
	Iteration 17Q: 3 clusters Score -1324138 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1324156.500000 Penalty: 3077.502197
	Iteration 18Q: 3 clusters Score -1324156 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1324171.625000 Penalty: 3077.502197
	Iteration 19Q: 3 clusters Score -1324172 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1324188.250000 Penalty: 3077.502197
	Iteration 20F: 3 clusters Score -1324188 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1324202.000000 Penalty: 3077.502197
	Iteration 21Q: 3 clusters Score -1324202 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1324218.875000 Penalty: 3077.502197
	Iteration 22Q: 3 clusters Score -1324219 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1324240.500000 Penalty: 3077.502197
	Iteration 23Q: 3 clusters Score -1324240 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1324249.625000 Penalty: 3077.502197
	Iteration 24Q: 3 clusters Score -1324250 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1324261.250000 Penalty: 3077.502197
	Iteration 25Q: 3 clusters Score -1324261 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1324272.500000 Penalty: 3077.502197
	Iteration 26Q: 3 clusters Score -1324272 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1324287.250000 Penalty: 3077.502197
	Iteration 27Q: 3 clusters Score -1324287 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1324297.750000 Penalty: 3077.502197
	Iteration 28Q: 3 clusters Score -1324298 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1324316.000000 Penalty: 3077.502197
	Iteration 29Q: 3 clusters Score -1324316 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1324330.375000 Penalty: 3077.502197
	Iteration 30Q: 3 clusters Score -1324330 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1324341.750000 Penalty: 3077.502197
	Iteration 31Q: 3 clusters Score -1324342 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1324367.000000 Penalty: 3077.502197
	Iteration 32Q: 3 clusters Score -1324367 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1324386.000000 Penalty: 3077.502197
	Iteration 33Q: 3 clusters Score -1324386 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1324397.750000 Penalty: 3077.502197
	Iteration 34Q: 3 clusters Score -1324398 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1324412.125000 Penalty: 3077.502197
	Iteration 35Q: 3 clusters Score -1324412 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1324430.875000 Penalty: 3077.502197
	Iteration 36Q: 3 clusters Score -1324431 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1324440.000000 Penalty: 3077.502197
	Iteration 37Q: 3 clusters Score -1324440 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1324460.750000 Penalty: 3077.502197
	Iteration 38Q: 3 clusters Score -1324461 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1324475.875000 Penalty: 3077.502197
	Iteration 39Q: 3 clusters Score -1324476 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1324488.750000 Penalty: 3077.502197
	Iteration 40F: 3 clusters Score -1324489 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1324501.875000 Penalty: 3077.502197
	Iteration 41Q: 3 clusters Score -1324502 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1324509.250000 Penalty: 3077.502197
	Iteration 42Q: 3 clusters Score -1324509 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1324528.750000 Penalty: 3077.502197
	Iteration 43Q: 3 clusters Score -1324529 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1324538.375000 Penalty: 3077.502197
	Iteration 44Q: 3 clusters Score -1324538 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1324551.875000 Penalty: 3077.502197
	Iteration 45Q: 3 clusters Score -1324552 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1324569.000000 Penalty: 3077.502197
	Iteration 46Q: 3 clusters Score -1324569 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1324592.125000 Penalty: 3077.502197
	Iteration 47Q: 3 clusters Score -1324592 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1324613.500000 Penalty: 3077.502197
	Iteration 48Q: 3 clusters Score -1324614 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1324622.625000 Penalty: 3077.502197
	Iteration 49Q: 3 clusters Score -1324623 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1324634.000000 Penalty: 3077.502197
	Iteration 50Q: 3 clusters Score -1324634 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1324651.750000 Penalty: 3077.502197
	Iteration 51Q: 3 clusters Score -1324652 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1324662.250000 Penalty: 3077.502197
	Iteration 52Q: 3 clusters Score -1324662 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1324674.125000 Penalty: 3077.502197
	Iteration 53Q: 3 clusters Score -1324674 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1324682.750000 Penalty: 3077.502197
	Iteration 54Q: 3 clusters Score -1324683 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1324688.500000 Penalty: 3077.502197
	Iteration 55Q: 3 clusters Score -1324688 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1324691.500000 Penalty: 3077.502197
	Iteration 56Q: 3 clusters Score -1324692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1324695.625000 Penalty: 3077.502197
	Iteration 57Q: 3 clusters Score -1324696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1324706.750000 Penalty: 3077.502197
	Iteration 58Q: 3 clusters Score -1324707 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1324714.375000 Penalty: 3077.502197
	Iteration 59Q: 3 clusters Score -1324714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1324717.875000 Penalty: 3077.502197
	Iteration 60F: 3 clusters Score -1324718 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1324722.750000 Penalty: 3077.502197
	Iteration 61Q: 3 clusters Score -1324723 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1324736.125000 Penalty: 3077.502197
	Iteration 62Q: 3 clusters Score -1324736 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1324741.250000 Penalty: 3077.502197
	Iteration 63Q: 3 clusters Score -1324741 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1324746.250000 Penalty: 3077.502197
	Iteration 64Q: 3 clusters Score -1324746 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1324752.500000 Penalty: 3077.502197
	Iteration 65Q: 3 clusters Score -1324752 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1324756.250000 Penalty: 3077.502197
	Iteration 66Q: 3 clusters Score -1324756 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1324770.125000 Penalty: 3077.502197
	Iteration 67Q: 3 clusters Score -1324770 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1324783.625000 Penalty: 3077.502197
	Iteration 68Q: 3 clusters Score -1324784 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1324793.375000 Penalty: 3077.502197
	Iteration 69Q: 3 clusters Score -1324793 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1324803.875000 Penalty: 3077.502197
	Iteration 70Q: 3 clusters Score -1324804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1324814.250000 Penalty: 3077.502197
	Iteration 71Q: 3 clusters Score -1324814 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1324822.500000 Penalty: 3077.502197
	Iteration 72Q: 3 clusters Score -1324822 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1324832.250000 Penalty: 3077.502197
	Iteration 73Q: 3 clusters Score -1324832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1324840.625000 Penalty: 3077.502197
	Iteration 74Q: 3 clusters Score -1324841 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1324846.250000 Penalty: 3077.502197
	Iteration 75Q: 3 clusters Score -1324846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1324862.625000 Penalty: 3077.502197
	Iteration 76Q: 3 clusters Score -1324863 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1324865.625000 Penalty: 3077.502197
	Iteration 77Q: 3 clusters Score -1324866 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1324881.750000 Penalty: 3077.502197
	Iteration 78Q: 3 clusters Score -1324882 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1324895.750000 Penalty: 3077.502197
	Iteration 79Q: 3 clusters Score -1324896 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1324903.125000 Penalty: 3077.502197
	Iteration 80F: 3 clusters Score -1324903 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1324916.750000 Penalty: 3077.502197
	Iteration 81Q: 3 clusters Score -1324917 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1324926.000000 Penalty: 3077.502197
	Iteration 82Q: 3 clusters Score -1324926 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1324931.125000 Penalty: 3077.502197
	Iteration 83Q: 3 clusters Score -1324931 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1324938.250000 Penalty: 3077.502197
	Iteration 84Q: 3 clusters Score -1324938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1324945.875000 Penalty: 3077.502197
	Iteration 85Q: 3 clusters Score -1324946 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1324960.000000 Penalty: 3077.502197
	Iteration 86Q: 3 clusters Score -1324960 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1324971.375000 Penalty: 3077.502197
	Iteration 87Q: 3 clusters Score -1324971 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1324975.000000 Penalty: 3077.502197
	Iteration 88Q: 3 clusters Score -1324975 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1324987.875000 Penalty: 3077.502197
	Iteration 89Q: 3 clusters Score -1324988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1324998.000000 Penalty: 3077.502197
	Iteration 90Q: 3 clusters Score -1324998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1325001.500000 Penalty: 3077.502197
	Iteration 91Q: 3 clusters Score -1325002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1325004.125000 Penalty: 3077.502197
	Iteration 92Q: 3 clusters Score -1325004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1325007.000000 Penalty: 3077.502197
	Iteration 93Q: 3 clusters Score -1325007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1325013.625000 Penalty: 3077.502197
	Iteration 94Q: 3 clusters Score -1325014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1325018.625000 Penalty: 3077.502197
	Iteration 95Q: 3 clusters Score -1325019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1325020.750000 Penalty: 3077.502197
	Iteration 96Q: 3 clusters Score -1325021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1325020.375000 Penalty: 3077.502197
	Iteration 97Q: 3 clusters Score -1325020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1325026.250000 Penalty: 3077.502197
	Iteration 98Q: 3 clusters Score -1325026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1325028.125000 Penalty: 3077.502197
	Iteration 99Q: 3 clusters Score -1325028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1325034.750000 Penalty: 3077.502197
	Iteration 100F: 3 clusters Score -1325035 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1325044.500000 Penalty: 3077.502197
	Iteration 101Q: 3 clusters Score -1325044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1325056.625000 Penalty: 3077.502197
	Iteration 102Q: 3 clusters Score -1325057 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1325062.375000 Penalty: 3077.502197
	Iteration 103Q: 3 clusters Score -1325062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1325064.125000 Penalty: 3077.502197
	Iteration 104Q: 3 clusters Score -1325064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1325067.625000 Penalty: 3077.502197
	Iteration 105Q: 3 clusters Score -1325068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1325070.625000 Penalty: 3077.502197
	Iteration 106Q: 3 clusters Score -1325071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1325076.500000 Penalty: 3077.502197
	Iteration 107Q: 3 clusters Score -1325076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1325084.250000 Penalty: 3077.502197
	Iteration 108Q: 3 clusters Score -1325084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1325087.250000 Penalty: 3077.502197
	Iteration 109Q: 3 clusters Score -1325087 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1325094.375000 Penalty: 3077.502197
	Iteration 110Q: 3 clusters Score -1325094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1325105.000000 Penalty: 3077.502197
	Iteration 111Q: 3 clusters Score -1325105 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1325116.250000 Penalty: 3077.502197
	Iteration 112Q: 3 clusters Score -1325116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1325125.125000 Penalty: 3077.502197
	Iteration 113Q: 3 clusters Score -1325125 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1325127.750000 Penalty: 3077.502197
	Iteration 114Q: 3 clusters Score -1325128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1325139.375000 Penalty: 3077.502197
	Iteration 115Q: 3 clusters Score -1325139 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1325143.125000 Penalty: 3077.502197
	Iteration 116Q: 3 clusters Score -1325143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1325143.625000 Penalty: 3077.502197
	Iteration 117Q: 3 clusters Score -1325144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1325150.000000 Penalty: 3077.502197
	Iteration 118Q: 3 clusters Score -1325150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1325156.375000 Penalty: 3077.502197
	Iteration 119Q: 3 clusters Score -1325156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1325156.625000 Penalty: 3077.502197
	Iteration 120F: 3 clusters Score -1325157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1325161.125000 Penalty: 3077.502197
	Iteration 121Q: 3 clusters Score -1325161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1325167.250000 Penalty: 3077.502197
	Iteration 122Q: 3 clusters Score -1325167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1325167.875000 Penalty: 3077.502197
	Iteration 123Q: 3 clusters Score -1325168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1325170.375000 Penalty: 3077.502197
	Iteration 124Q: 3 clusters Score -1325170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1325172.875000 Penalty: 3077.502197
	Iteration 125Q: 3 clusters Score -1325173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1325173.625000 Penalty: 3077.502197
	Iteration 126Q: 3 clusters Score -1325174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1325176.375000 Penalty: 3077.502197
	Iteration 127Q: 3 clusters Score -1325176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1325175.750000 Penalty: 3077.502197
	Iteration 128Q: 3 clusters Score -1325176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1325179.875000 Penalty: 3077.502197
	Iteration 129Q: 3 clusters Score -1325180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1325181.500000 Penalty: 3077.502197
	Iteration 130Q: 3 clusters Score -1325182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1325185.875000 Penalty: 3077.502197
	Iteration 131Q: 3 clusters Score -1325186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1325187.750000 Penalty: 3077.502197
	Iteration 132Q: 3 clusters Score -1325188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1325185.750000 Penalty: 3077.502197
	Iteration 133Q: 3 clusters Score -1325186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1325185.875000 Penalty: 3077.502197
	Iteration 134Q: 3 clusters Score -1325186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1325188.250000 Penalty: 3077.502197
	Iteration 135Q: 3 clusters Score -1325188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1325186.875000 Penalty: 3077.502197
	Iteration 136Q: 3 clusters Score -1325187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1325188.500000 Penalty: 3077.502197
	Iteration 137Q: 3 clusters Score -1325188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1325191.125000 Penalty: 3077.502197
	Iteration 138Q: 3 clusters Score -1325191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1325193.875000 Penalty: 3077.502197
	Iteration 139Q: 3 clusters Score -1325194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1325194.250000 Penalty: 3077.502197
	Iteration 140F: 3 clusters Score -1325194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1325197.000000 Penalty: 3077.502197
	Iteration 141Q: 3 clusters Score -1325197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1325201.500000 Penalty: 3077.502197
	Iteration 142Q: 3 clusters Score -1325202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1325202.625000 Penalty: 3077.502197
	Iteration 143Q: 3 clusters Score -1325203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1325205.375000 Penalty: 3077.502197
	Iteration 144Q: 3 clusters Score -1325205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1325208.125000 Penalty: 3077.502197
	Iteration 145Q: 3 clusters Score -1325208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1325208.250000 Penalty: 3077.502197
	Iteration 146Q: 3 clusters Score -1325208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1325209.375000 Penalty: 3077.502197
	Iteration 147Q: 3 clusters Score -1325209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1325208.750000 Penalty: 3077.502197
	Iteration 148Q: 3 clusters Score -1325209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1325207.250000 Penalty: 3077.502197
	Iteration 149Q: 3 clusters Score -1325207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1325209.500000 Penalty: 3077.502197
	Iteration 150Q: 3 clusters Score -1325210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1325211.500000 Penalty: 3077.502197
	Iteration 151Q: 3 clusters Score -1325212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1325212.125000 Penalty: 3077.502197
	Iteration 152Q: 3 clusters Score -1325212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1325215.500000 Penalty: 3077.502197
	Iteration 153Q: 3 clusters Score -1325216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1325216.375000 Penalty: 3077.502197
	Iteration 154Q: 3 clusters Score -1325216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1325215.000000 Penalty: 3077.502197
	Iteration 155Q: 3 clusters Score -1325215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1325215.000000 Penalty: 3077.502197
	Iteration 156F: 3 clusters Score -1325215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Entering Unmasked Estep 
Score: -2300735.750000 Penalty: 1626.406982
	Iteration 0F: 2 clusters Score -2300736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2285592.500000 Penalty: 3252.813965
	Iteration 0F: 3 clusters Score -2285592 nChanged 10075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2291062.500000 Penalty: 3252.813965
	Iteration 1F: 3 clusters Score -2291062 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2291476.500000 Penalty: 3252.813965
	Iteration 2Q: 3 clusters Score -2291476 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2291955.500000 Penalty: 3252.813965
	Iteration 3Q: 3 clusters Score -2291956 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2292590.250000 Penalty: 3252.813965
	Iteration 4F: 3 clusters Score -2292590 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2293444.750000 Penalty: 3252.813965
	Iteration 5F: 3 clusters Score -2293445 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2294579.000000 Penalty: 3252.813965
	Iteration 6F: 3 clusters Score -2294579 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2295854.250000 Penalty: 3252.813965
	Iteration 7F: 3 clusters Score -2295854 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -2297077.000000 Penalty: 3252.813965
	Iteration 8F: 3 clusters Score -2297077 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2298144.500000 Penalty: 3252.813965
	Iteration 9F: 3 clusters Score -2298144 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2298920.250000 Penalty: 3252.813965
	Iteration 10Q: 3 clusters Score -2298920 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2299363.250000 Penalty: 3252.813965
	Iteration 11Q: 3 clusters Score -2299363 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2299575.000000 Penalty: 3252.813965
	Iteration 12Q: 3 clusters Score -2299575 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2299700.250000 Penalty: 3252.813965
	Iteration 13Q: 3 clusters Score -2299700 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2299821.250000 Penalty: 3252.813965
	Iteration 14Q: 3 clusters Score -2299821 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2299877.250000 Penalty: 3252.813965
	Iteration 15Q: 3 clusters Score -2299877 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2299923.500000 Penalty: 3252.813965
	Iteration 16Q: 3 clusters Score -2299924 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2299954.500000 Penalty: 3252.813965
	Iteration 17Q: 3 clusters Score -2299954 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2299971.250000 Penalty: 3252.813965
	Iteration 18Q: 3 clusters Score -2299971 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2299984.000000 Penalty: 3252.813965
	Iteration 19Q: 3 clusters Score -2299984 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2299998.500000 Penalty: 3252.813965
	Iteration 20F: 3 clusters Score -2299998 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2300004.500000 Penalty: 3252.813965
	Iteration 21Q: 3 clusters Score -2300004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2300012.750000 Penalty: 3252.813965
	Iteration 22Q: 3 clusters Score -2300013 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2300023.250000 Penalty: 3252.813965
	Iteration 23Q: 3 clusters Score -2300023 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2300030.750000 Penalty: 3252.813965
	Iteration 24Q: 3 clusters Score -2300031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2300034.250000 Penalty: 3252.813965
	Iteration 25Q: 3 clusters Score -2300034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2300040.000000 Penalty: 3252.813965
	Iteration 26Q: 3 clusters Score -2300040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2300046.250000 Penalty: 3252.813965
	Iteration 27Q: 3 clusters Score -2300046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2300050.500000 Penalty: 3252.813965
	Iteration 28Q: 3 clusters Score -2300050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2300049.000000 Penalty: 3252.813965
	Iteration 29Q: 3 clusters Score -2300049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2300045.500000 Penalty: 3252.813965
	Iteration 30Q: 3 clusters Score -2300046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2300051.250000 Penalty: 3252.813965
	Iteration 31Q: 3 clusters Score -2300051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2300051.250000 Penalty: 3252.813965
	Iteration 32Q: 3 clusters Score -2300051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2300051.500000 Penalty: 3252.813965
	Iteration 33Q: 3 clusters Score -2300052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2300049.250000 Penalty: 3252.813965
	Iteration 34Q: 3 clusters Score -2300049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2300053.250000 Penalty: 3252.813965
	Iteration 35Q: 3 clusters Score -2300053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2300052.000000 Penalty: 3252.813965
	Iteration 36Q: 3 clusters Score -2300052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2300056.250000 Penalty: 3252.813965
	Iteration 37Q: 3 clusters Score -2300056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2300054.000000 Penalty: 3252.813965
	Iteration 38Q: 3 clusters Score -2300054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2300052.750000 Penalty: 3252.813965
	Iteration 39Q: 3 clusters Score -2300053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2300052.750000 Penalty: 3252.813965
	Iteration 40F: 3 clusters Score -2300053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2300055.000000 Penalty: 3252.813965
	Iteration 41Q: 3 clusters Score -2300055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2300054.500000 Penalty: 3252.813965
	Iteration 42Q: 3 clusters Score -2300054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2300053.500000 Penalty: 3252.813965
	Iteration 43Q: 3 clusters Score -2300054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2300052.500000 Penalty: 3252.813965
	Iteration 44Q: 3 clusters Score -2300052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2300053.000000 Penalty: 3252.813965
	Iteration 45Q: 3 clusters Score -2300053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2300051.000000 Penalty: 3252.813965
	Iteration 46Q: 3 clusters Score -2300051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2300052.250000 Penalty: 3252.813965
	Iteration 47Q: 3 clusters Score -2300052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2300050.500000 Penalty: 3252.813965
	Iteration 48Q: 3 clusters Score -2300050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2300053.250000 Penalty: 3252.813965
	Iteration 49Q: 3 clusters Score -2300053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2300054.750000 Penalty: 3252.813965
	Iteration 50Q: 3 clusters Score -2300055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2300054.750000 Penalty: 3252.813965
	Iteration 51F: 3 clusters Score -2300055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 7779 members 
Mstep: Class 4 contains 14658 members 
Mstep: Class 5 contains 27652 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 13698 members 
Mstep: Class 8 contains 2082 members 
Mstep: Class 9 contains 128202 members 
Mstep: Class 10 contains 25968 members 
Mstep: Class 12 contains 4611 members 
Mstep: Class 13 contains 34058 members 
Mstep: Class 14 contains 14333 members 
Mstep: Class 15 contains 8837 members 
Mstep: Class 16 contains 35487 members 
Mstep: Class 17 contains 12955 members 
Mstep: Class 18 contains 22218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65920436.000000 Penalty: 58666.816406
Iteration 39Q: 28 clusters Score -6.592044e+07 nChanged 15452
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 8501 members 
Mstep: Class 4 contains 14724 members 
Mstep: Class 5 contains 29094 members 
Mstep: Class 6 contains 2530 members 
Mstep: Class 7 contains 15333 members 
Mstep: Class 8 contains 2144 members 
Mstep: Class 9 contains 129100 members 
Mstep: Class 10 contains 26020 members 
Mstep: Class 11 contains 1788 members 
Mstep: Class 12 contains 5018 members 
Mstep: Class 13 contains 34252 members 
Mstep: Class 14 contains 14157 members 
Mstep: Class 15 contains 9731 members 
Mstep: Class 16 contains 35414 members 
Mstep: Class 17 contains 12660 members 
Mstep: Class 18 contains 22407 members 
Mstep: Class 19 contains 4166 members 
Mstep: Class 20 contains 746 members 
Mstep: Class 21 contains 8079 members 
Mstep: Class 22 contains 174880 members 
Mstep: Class 23 contains 1208 members 
Mstep: Class 24 contains 3659 members 
Mstep: Class 25 contains 19334 members 
Mstep: Class 26 contains 15224 members 
Mstep: Class 27 contains 46390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65932576.000000 Penalty: 58666.816406
Iteration 40F: 28 clusters Score -6.593258e+07 nChanged 11327
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1507 members 
Mstep: Class 3 contains 8674 members 
Mstep: Class 4 contains 14762 members 
Mstep: Class 5 contains 29906 members 
Mstep: Class 6 contains 2530 members 
Mstep: Class 7 contains 16289 members 
Mstep: Class 8 contains 2160 members 
Mstep: Class 9 contains 128951 members 
Mstep: Class 10 contains 25807 members 
Mstep: Class 11 contains 2016 members 
Mstep: Class 12 contains 4934 members 
Mstep: Class 13 contains 33963 members 
Mstep: Class 14 contains 13872 members 
Mstep: Class 15 contains 10259 members 
Mstep: Class 16 contains 34993 members 
Mstep: Class 17 contains 12206 members 
Mstep: Class 18 contains 21921 members 
Mstep: Class 19 contains 4315 members 
Mstep: Class 20 contains 749 members 
Mstep: Class 21 contains 7855 members 
Mstep: Class 22 contains 174751 members 
Mstep: Class 23 contains 1330 members 
Mstep: Class 24 contains 3663 members 
Mstep: Class 25 contains 19361 members 
Mstep: Class 26 contains 15551 members 
Mstep: Class 27 contains 45880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65937744.000000 Penalty: 58666.816406
Iteration 41Q: 28 clusters Score -6.593774e+07 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1505 members 
Mstep: Class 3 contains 8807 members 
Mstep: Class 4 contains 14747 members 
Mstep: Class 5 contains 30703 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 17028 members 
Mstep: Class 8 contains 2170 members 
Mstep: Class 9 contains 128919 members 
Mstep: Class 10 contains 25641 members 
Mstep: Class 11 contains 2101 members 
Mstep: Class 12 contains 5146 members 
Mstep: Class 13 contains 33743 members 
Mstep: Class 14 contains 13662 members 
Mstep: Class 15 contains 10697 members 
Mstep: Class 16 contains 34667 members 
Mstep: Class 17 contains 11837 members 
Mstep: Class 18 contains 21585 members 
Mstep: Class 19 contains 4383 members 
Mstep: Class 20 contains 589 members 
Mstep: Class 21 contains 7660 members 
Mstep: Class 22 contains 174565 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 3672 members 
Mstep: Class 25 contains 19313 members 
Mstep: Class 26 contains 15760 members 
Mstep: Class 27 contains 45449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65940120.000000 Penalty: 58666.816406
Iteration 42Q: 28 clusters Score -6.594012e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1509 members 
Mstep: Class 3 contains 8915 members 
Mstep: Class 4 contains 14739 members 
Mstep: Class 5 contains 31289 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 17669 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 128905 members 
Mstep: Class 10 contains 25482 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 5328 members 
Mstep: Class 13 contains 33568 members 
Mstep: Class 14 contains 13505 members 
Mstep: Class 15 contains 11041 members 
Mstep: Class 16 contains 34430 members 
Mstep: Class 17 contains 11468 members 
Mstep: Class 18 contains 21331 members 
Mstep: Class 19 contains 4459 members 
Mstep: Class 20 contains 518 members 
Mstep: Class 21 contains 7476 members 
Mstep: Class 22 contains 174416 members 
Mstep: Class 23 contains 1449 members 
Mstep: Class 24 contains 3680 members 
Mstep: Class 25 contains 19262 members 
Mstep: Class 26 contains 15987 members 
Mstep: Class 27 contains 45059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65941520.000000 Penalty: 58666.816406
Iteration 43Q: 28 clusters Score -6.594152e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1509 members 
Mstep: Class 3 contains 9060 members 
Mstep: Class 4 contains 14763 members 
Mstep: Class 5 contains 31778 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 18191 members 
Mstep: Class 8 contains 2177 members 
Mstep: Class 9 contains 128867 members 
Mstep: Class 10 contains 25326 members 
Mstep: Class 11 contains 2181 members 
Mstep: Class 12 contains 5470 members 
Mstep: Class 13 contains 33449 members 
Mstep: Class 14 contains 13367 members 
Mstep: Class 15 contains 11346 members 
Mstep: Class 16 contains 34188 members 
Mstep: Class 17 contains 11134 members 
Mstep: Class 18 contains 21158 members 
Mstep: Class 19 contains 4515 members 
Mstep: Class 20 contains 493 members 
Mstep: Class 21 contains 7327 members 
Mstep: Class 22 contains 174289 members 
Mstep: Class 23 contains 1508 members 
Mstep: Class 24 contains 3687 members 
Mstep: Class 25 contains 19217 members 
Mstep: Class 26 contains 16204 members 
Mstep: Class 27 contains 44660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65943024.000000 Penalty: 58666.816406
Iteration 44Q: 28 clusters Score -6.594302e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1511 members 
Mstep: Class 3 contains 9170 members 
Mstep: Class 4 contains 14766 members 
Mstep: Class 5 contains 32129 members 
Mstep: Class 6 contains 2474 members 
Mstep: Class 7 contains 18619 members 
Mstep: Class 8 contains 2177 members 
Mstep: Class 9 contains 128821 members 
Mstep: Class 10 contains 25200 members 
Mstep: Class 11 contains 2204 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 33365 members 
Mstep: Class 14 contains 13247 members 
Mstep: Class 15 contains 11612 members 
Mstep: Class 16 contains 34014 members 
Mstep: Class 17 contains 10804 members 
Mstep: Class 18 contains 21013 members 
Mstep: Class 19 contains 4581 members 
Mstep: Class 20 contains 481 members 
Mstep: Class 21 contains 7231 members 
Mstep: Class 22 contains 174222 members 
Mstep: Class 23 contains 1561 members 
Mstep: Class 24 contains 3694 members 
Mstep: Class 25 contains 19184 members 
Mstep: Class 26 contains 16395 members 
Mstep: Class 27 contains 44341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65943844.000000 Penalty: 58666.816406
Iteration 45Q: 28 clusters Score -6.594384e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1511 members 
Mstep: Class 3 contains 9267 members 
Mstep: Class 4 contains 14771 members 
Mstep: Class 5 contains 32449 members 
Mstep: Class 6 contains 2454 members 
Mstep: Class 7 contains 19002 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 128793 members 
Mstep: Class 10 contains 25088 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 5674 members 
Mstep: Class 13 contains 33323 members 
Mstep: Class 14 contains 13107 members 
Mstep: Class 15 contains 11835 members 
Mstep: Class 16 contains 33846 members 
Mstep: Class 17 contains 10500 members 
Mstep: Class 18 contains 20883 members 
Mstep: Class 19 contains 4653 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 7129 members 
Mstep: Class 22 contains 174161 members 
Mstep: Class 23 contains 1607 members 
Mstep: Class 24 contains 3700 members 
Mstep: Class 25 contains 19142 members 
Mstep: Class 26 contains 16561 members 
Mstep: Class 27 contains 44091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65944728.000000 Penalty: 58666.816406
Iteration 46Q: 28 clusters Score -6.594473e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1510 members 
Mstep: Class 3 contains 9366 members 
Mstep: Class 4 contains 14756 members 
Mstep: Class 5 contains 32737 members 
Mstep: Class 6 contains 2443 members 
Mstep: Class 7 contains 19310 members 
Mstep: Class 8 contains 2181 members 
Mstep: Class 9 contains 128779 members 
Mstep: Class 10 contains 25009 members 
Mstep: Class 11 contains 2267 members 
Mstep: Class 12 contains 5737 members 
Mstep: Class 13 contains 33263 members 
Mstep: Class 14 contains 12981 members 
Mstep: Class 15 contains 12014 members 
Mstep: Class 16 contains 33688 members 
Mstep: Class 17 contains 10237 members 
Mstep: Class 18 contains 20760 members 
Mstep: Class 19 contains 4705 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 7065 members 
Mstep: Class 22 contains 174104 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 3704 members 
Mstep: Class 25 contains 19111 members 
Mstep: Class 26 contains 16711 members 
Mstep: Class 27 contains 43906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65945208.000000 Penalty: 58666.816406
Iteration 47Q: 28 clusters Score -6.594521e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1511 members 
Mstep: Class 3 contains 9447 members 
Mstep: Class 4 contains 14744 members 
Mstep: Class 5 contains 33021 members 
Mstep: Class 6 contains 2440 members 
Mstep: Class 7 contains 19585 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 128749 members 
Mstep: Class 10 contains 24947 members 
Mstep: Class 11 contains 2296 members 
Mstep: Class 12 contains 5776 members 
Mstep: Class 13 contains 33231 members 
Mstep: Class 14 contains 12861 members 
Mstep: Class 15 contains 12177 members 
Mstep: Class 16 contains 33518 members 
Mstep: Class 17 contains 9981 members 
Mstep: Class 18 contains 20633 members 
Mstep: Class 19 contains 4756 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 7007 members 
Mstep: Class 22 contains 174066 members 
Mstep: Class 23 contains 1696 members 
Mstep: Class 24 contains 3708 members 
Mstep: Class 25 contains 19082 members 
Mstep: Class 26 contains 16851 members 
Mstep: Class 27 contains 43764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65945504.000000 Penalty: 58666.816406
Iteration 48Q: 28 clusters Score -6.59455e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1513 members 
Mstep: Class 3 contains 9540 members 
Mstep: Class 4 contains 14725 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 2433 members 
Mstep: Class 7 contains 19816 members 
Mstep: Class 8 contains 2181 members 
Mstep: Class 9 contains 128725 members 
Mstep: Class 10 contains 24897 members 
Mstep: Class 11 contains 2330 members 
Mstep: Class 12 contains 5829 members 
Mstep: Class 13 contains 33203 members 
Mstep: Class 14 contains 12761 members 
Mstep: Class 15 contains 12326 members 
Mstep: Class 16 contains 33386 members 
Mstep: Class 17 contains 9748 members 
Mstep: Class 18 contains 20512 members 
Mstep: Class 19 contains 4790 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 6970 members 
Mstep: Class 22 contains 174063 members 
Mstep: Class 23 contains 1734 members 
Mstep: Class 24 contains 3712 members 
Mstep: Class 25 contains 19046 members 
Mstep: Class 26 contains 16955 members 
Mstep: Class 27 contains 43618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65945924.000000 Penalty: 58666.816406
Iteration 49Q: 28 clusters Score -6.594592e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 9643 members 
Mstep: Class 4 contains 14726 members 
Mstep: Class 5 contains 33420 members 
Mstep: Class 6 contains 2428 members 
Mstep: Class 7 contains 20019 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 128705 members 
Mstep: Class 10 contains 24830 members 
Mstep: Class 11 contains 2372 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 33196 members 
Mstep: Class 14 contains 12654 members 
Mstep: Class 15 contains 12442 members 
Mstep: Class 16 contains 33265 members 
Mstep: Class 17 contains 9528 members 
Mstep: Class 18 contains 20407 members 
Mstep: Class 19 contains 4822 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 6935 members 
Mstep: Class 22 contains 174064 members 
Mstep: Class 23 contains 1761 members 
Mstep: Class 24 contains 3713 members 
Mstep: Class 25 contains 19023 members 
Mstep: Class 26 contains 17044 members 
Mstep: Class 27 contains 43505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65946168.000000 Penalty: 58666.816406
Iteration 50Q: 28 clusters Score -6.594617e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 9725 members 
Mstep: Class 4 contains 14724 members 
Mstep: Class 5 contains 33605 members 
Mstep: Class 6 contains 2428 members 
Mstep: Class 7 contains 20192 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 128678 members 
Mstep: Class 10 contains 24794 members 
Mstep: Class 11 contains 2407 members 
Mstep: Class 12 contains 5897 members 
Mstep: Class 13 contains 33185 members 
Mstep: Class 14 contains 12544 members 
Mstep: Class 15 contains 12536 members 
Mstep: Class 16 contains 33135 members 
Mstep: Class 17 contains 9355 members 
Mstep: Class 18 contains 20308 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 6900 members 
Mstep: Class 22 contains 174059 members 
Mstep: Class 23 contains 1787 members 
Mstep: Class 24 contains 3715 members 
Mstep: Class 25 contains 19010 members 
Mstep: Class 26 contains 17126 members 
Mstep: Class 27 contains 43428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65946456.000000 Penalty: 58666.816406
Iteration 51Q: 28 clusters Score -6.594646e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1521 members 
Mstep: Class 3 contains 9789 members 
Mstep: Class 4 contains 14706 members 
Mstep: Class 5 contains 33731 members 
Mstep: Class 6 contains 2427 members 
Mstep: Class 7 contains 20345 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 128660 members 
Mstep: Class 10 contains 24757 members 
Mstep: Class 11 contains 2438 members 
Mstep: Class 12 contains 5943 members 
Mstep: Class 13 contains 33177 members 
Mstep: Class 14 contains 12446 members 
Mstep: Class 15 contains 12644 members 
Mstep: Class 16 contains 33000 members 
Mstep: Class 17 contains 9180 members 
Mstep: Class 18 contains 20213 members 
Mstep: Class 19 contains 4881 members 
Mstep: Class 20 contains 473 members 
Mstep: Class 21 contains 6865 members 
Mstep: Class 22 contains 174088 members 
Mstep: Class 23 contains 1808 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 19012 members 
Mstep: Class 26 contains 17190 members 
Mstep: Class 27 contains 43388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65946772.000000 Penalty: 58666.816406
Iteration 52Q: 28 clusters Score -6.594677e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1523 members 
Mstep: Class 3 contains 9835 members 
Mstep: Class 4 contains 14691 members 
Mstep: Class 5 contains 33871 members 
Mstep: Class 6 contains 2425 members 
Mstep: Class 7 contains 20487 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 128640 members 
Mstep: Class 10 contains 24725 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 5973 members 
Mstep: Class 13 contains 33166 members 
Mstep: Class 14 contains 12354 members 
Mstep: Class 15 contains 12745 members 
Mstep: Class 16 contains 32887 members 
Mstep: Class 17 contains 9027 members 
Mstep: Class 18 contains 20116 members 
Mstep: Class 19 contains 4907 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 6840 members 
Mstep: Class 22 contains 174104 members 
Mstep: Class 23 contains 1824 members 
Mstep: Class 24 contains 3717 members 
Mstep: Class 25 contains 19006 members 
Mstep: Class 26 contains 17249 members 
Mstep: Class 27 contains 43366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65946820.000000 Penalty: 58666.816406
Iteration 53Q: 28 clusters Score -6.594682e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1523 members 
Mstep: Class 3 contains 9863 members 
Mstep: Class 4 contains 14679 members 
Mstep: Class 5 contains 34022 members 
Mstep: Class 6 contains 2425 members 
Mstep: Class 7 contains 20622 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 128623 members 
Mstep: Class 10 contains 24695 members 
Mstep: Class 11 contains 2485 members 
Mstep: Class 12 contains 6008 members 
Mstep: Class 13 contains 33151 members 
Mstep: Class 14 contains 12268 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 32775 members 
Mstep: Class 17 contains 8868 members 
Mstep: Class 18 contains 20035 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 6826 members 
Mstep: Class 22 contains 174109 members 
Mstep: Class 23 contains 1840 members 
Mstep: Class 24 contains 3717 members 
Mstep: Class 25 contains 19003 members 
Mstep: Class 26 contains 17307 members 
Mstep: Class 27 contains 43368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65947036.000000 Penalty: 58666.816406
Iteration 54Q: 28 clusters Score -6.594704e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1525 members 
Mstep: Class 3 contains 9894 members 
Mstep: Class 4 contains 14666 members 
Mstep: Class 5 contains 34167 members 
Mstep: Class 6 contains 2427 members 
Mstep: Class 7 contains 20734 members 
Mstep: Class 8 contains 2190 members 
Mstep: Class 9 contains 128622 members 
Mstep: Class 10 contains 24673 members 
Mstep: Class 11 contains 2503 members 
Mstep: Class 12 contains 6038 members 
Mstep: Class 13 contains 33134 members 
Mstep: Class 14 contains 12189 members 
Mstep: Class 15 contains 12858 members 
Mstep: Class 16 contains 32672 members 
Mstep: Class 17 contains 8689 members 
Mstep: Class 18 contains 19959 members 
Mstep: Class 19 contains 4961 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 6807 members 
Mstep: Class 22 contains 174149 members 
Mstep: Class 23 contains 1859 members 
Mstep: Class 24 contains 3714 members 
Mstep: Class 25 contains 18994 members 
Mstep: Class 26 contains 17366 members 
Mstep: Class 27 contains 43362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65947008.000000 Penalty: 58666.816406
Iteration 55Q: 28 clusters Score -6.594701e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1524 members 
Mstep: Class 3 contains 9923 members 
Mstep: Class 4 contains 14659 members 
Mstep: Class 5 contains 34333 members 
Mstep: Class 6 contains 2425 members 
Mstep: Class 7 contains 20838 members 
Mstep: Class 8 contains 2191 members 
Mstep: Class 9 contains 128609 members 
Mstep: Class 10 contains 24664 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 6046 members 
Mstep: Class 13 contains 33112 members 
Mstep: Class 14 contains 12118 members 
Mstep: Class 15 contains 12898 members 
Mstep: Class 16 contains 32568 members 
Mstep: Class 17 contains 8548 members 
Mstep: Class 18 contains 19890 members 
Mstep: Class 19 contains 4978 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 6798 members 
Mstep: Class 22 contains 174163 members 
Mstep: Class 23 contains 1870 members 
Mstep: Class 24 contains 3715 members 
Mstep: Class 25 contains 18981 members 
Mstep: Class 26 contains 17421 members 
Mstep: Class 27 contains 43365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65946968.000000 Penalty: 58666.816406
Iteration 56Q: 28 clusters Score -6.594697e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1524 members 
Mstep: Class 3 contains 9959 members 
Mstep: Class 4 contains 14636 members 
Mstep: Class 5 contains 34509 members 
Mstep: Class 6 contains 2423 members 
Mstep: Class 7 contains 20937 members 
Mstep: Class 8 contains 2190 members 
Mstep: Class 9 contains 128585 members 
Mstep: Class 10 contains 24651 members 
Mstep: Class 11 contains 2542 members 
Mstep: Class 12 contains 6059 members 
Mstep: Class 13 contains 33093 members 
Mstep: Class 14 contains 12052 members 
Mstep: Class 15 contains 12946 members 
Mstep: Class 16 contains 32492 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 19814 members 
Mstep: Class 19 contains 5000 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 6788 members 
Mstep: Class 22 contains 174183 members 
Mstep: Class 23 contains 1878 members 
Mstep: Class 24 contains 3714 members 
Mstep: Class 25 contains 18976 members 
Mstep: Class 26 contains 17472 members 
Mstep: Class 27 contains 43351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65947160.000000 Penalty: 58666.816406
Iteration 57Q: 28 clusters Score -6.594716e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1524 members 
Mstep: Class 3 contains 9987 members 
Mstep: Class 4 contains 14608 members 
Mstep: Class 5 contains 34662 members 
Mstep: Class 6 contains 2421 members 
Mstep: Class 7 contains 21022 members 
Mstep: Class 8 contains 2191 members 
Mstep: Class 9 contains 128574 members 
Mstep: Class 10 contains 24642 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 12 contains 6067 members 
Mstep: Class 13 contains 33083 members 
Mstep: Class 14 contains 11976 members 
Mstep: Class 15 contains 12980 members 
Mstep: Class 16 contains 32422 members 
Mstep: Class 17 contains 8257 members 
Mstep: Class 18 contains 19740 members 
Mstep: Class 19 contains 5020 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 6782 members 
Mstep: Class 22 contains 174192 members 
Mstep: Class 23 contains 1881 members 
Mstep: Class 24 contains 3714 members 
Mstep: Class 25 contains 18975 members 
Mstep: Class 26 contains 17538 members 
Mstep: Class 27 contains 43356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65947180.000000 Penalty: 58666.816406
Iteration 58Q: 28 clusters Score -6.594718e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1523 members 
Mstep: Class 3 contains 10015 members 
Mstep: Class 4 contains 14588 members 
Mstep: Class 5 contains 34824 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 21099 members 
Mstep: Class 8 contains 2193 members 
Mstep: Class 9 contains 128552 members 
Mstep: Class 10 contains 24632 members 
Mstep: Class 11 contains 2589 members 
Mstep: Class 12 contains 6079 members 
Mstep: Class 13 contains 33073 members 
Mstep: Class 14 contains 11904 members 
Mstep: Class 15 contains 13012 members 
Mstep: Class 16 contains 32350 members 
Mstep: Class 17 contains 8141 members 
Mstep: Class 18 contains 19664 members 
Mstep: Class 19 contains 5033 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 6772 members 
Mstep: Class 22 contains 174188 members 
Mstep: Class 23 contains 1882 members 
Mstep: Class 24 contains 3715 members 
Mstep: Class 25 contains 18975 members 
Mstep: Class 26 contains 17592 members 
Mstep: Class 27 contains 43368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65947304.000000 Penalty: 58666.816406
Iteration 59Q: 28 clusters Score -6.59473e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1523 members 
Mstep: Class 3 contains 10041 members 
Mstep: Class 4 contains 14572 members 
Mstep: Class 5 contains 34981 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 21146 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 128535 members 
Mstep: Class 10 contains 24620 members 
Mstep: Class 11 contains 2607 members 
Mstep: Class 12 contains 6105 members 
Mstep: Class 13 contains 33057 members 
Mstep: Class 14 contains 11839 members 
Mstep: Class 15 contains 13047 members 
Mstep: Class 16 contains 32276 members 
Mstep: Class 17 contains 8017 members 
Mstep: Class 18 contains 19596 members 
Mstep: Class 19 contains 5039 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 6760 members 
Mstep: Class 22 contains 174215 members 
Mstep: Class 23 contains 1886 members 
Mstep: Class 24 contains 3715 members 
Mstep: Class 25 contains 18979 members 
Mstep: Class 26 contains 17645 members 
Mstep: Class 27 contains 43372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948052.000000 Penalty: 58666.816406
Iteration 60F: 28 clusters Score -6.594805e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1523 members 
Mstep: Class 3 contains 10064 members 
Mstep: Class 4 contains 14568 members 
Mstep: Class 5 contains 35160 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 21187 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 128523 members 
Mstep: Class 10 contains 24615 members 
Mstep: Class 11 contains 2617 members 
Mstep: Class 12 contains 6098 members 
Mstep: Class 13 contains 33048 members 
Mstep: Class 14 contains 11782 members 
Mstep: Class 15 contains 13067 members 
Mstep: Class 16 contains 32215 members 
Mstep: Class 17 contains 7866 members 
Mstep: Class 18 contains 19535 members 
Mstep: Class 19 contains 5051 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 174232 members 
Mstep: Class 23 contains 1925 members 
Mstep: Class 24 contains 3717 members 
Mstep: Class 25 contains 18969 members 
Mstep: Class 26 contains 17692 members 
Mstep: Class 27 contains 43378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948312.000000 Penalty: 58666.816406
Iteration 61Q: 28 clusters Score -6.594831e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 10078 members 
Mstep: Class 4 contains 14568 members 
Mstep: Class 5 contains 35363 members 
Mstep: Class 6 contains 2417 members 
Mstep: Class 7 contains 21211 members 
Mstep: Class 8 contains 2194 members 
Mstep: Class 9 contains 128496 members 
Mstep: Class 10 contains 24618 members 
Mstep: Class 11 contains 2632 members 
Mstep: Class 12 contains 6087 members 
Mstep: Class 13 contains 33034 members 
Mstep: Class 14 contains 11736 members 
Mstep: Class 15 contains 13102 members 
Mstep: Class 16 contains 32165 members 
Mstep: Class 17 contains 7739 members 
Mstep: Class 18 contains 19469 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 475 members 
Mstep: Class 21 contains 6754 members 
Mstep: Class 22 contains 174248 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 3717 members 
Mstep: Class 25 contains 18955 members 
Mstep: Class 26 contains 17725 members 
Mstep: Class 27 contains 43379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948524.000000 Penalty: 58666.816406
Iteration 62Q: 28 clusters Score -6.594852e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 10090 members 
Mstep: Class 4 contains 14548 members 
Mstep: Class 5 contains 35541 members 
Mstep: Class 6 contains 2412 members 
Mstep: Class 7 contains 21235 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 128467 members 
Mstep: Class 10 contains 24613 members 
Mstep: Class 11 contains 2650 members 
Mstep: Class 12 contains 6077 members 
Mstep: Class 13 contains 33025 members 
Mstep: Class 14 contains 11697 members 
Mstep: Class 15 contains 13136 members 
Mstep: Class 16 contains 32139 members 
Mstep: Class 17 contains 7623 members 
Mstep: Class 18 contains 19408 members 
Mstep: Class 19 contains 5077 members 
Mstep: Class 20 contains 463 members 
Mstep: Class 21 contains 6754 members 
Mstep: Class 22 contains 174257 members 
Mstep: Class 23 contains 1992 members 
Mstep: Class 24 contains 3719 members 
Mstep: Class 25 contains 18950 members 
Mstep: Class 26 contains 17763 members 
Mstep: Class 27 contains 43381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948608.000000 Penalty: 58666.816406
Iteration 63Q: 28 clusters Score -6.594861e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1523 members 
Mstep: Class 3 contains 10108 members 
Mstep: Class 4 contains 14531 members 
Mstep: Class 5 contains 35691 members 
Mstep: Class 6 contains 2408 members 
Mstep: Class 7 contains 21239 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 128441 members 
Mstep: Class 10 contains 24592 members 
Mstep: Class 11 contains 2665 members 
Mstep: Class 12 contains 6078 members 
Mstep: Class 13 contains 33015 members 
Mstep: Class 14 contains 11657 members 
Mstep: Class 15 contains 13164 members 
Mstep: Class 16 contains 32112 members 
Mstep: Class 17 contains 7539 members 
Mstep: Class 18 contains 19357 members 
Mstep: Class 19 contains 5093 members 
Mstep: Class 20 contains 458 members 
Mstep: Class 21 contains 6754 members 
Mstep: Class 22 contains 174280 members 
Mstep: Class 23 contains 2018 members 
Mstep: Class 24 contains 3722 members 
Mstep: Class 25 contains 18940 members 
Mstep: Class 26 contains 17800 members 
Mstep: Class 27 contains 43375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948668.000000 Penalty: 58666.816406
Iteration 64Q: 28 clusters Score -6.594867e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1523 members 
Mstep: Class 3 contains 10125 members 
Mstep: Class 4 contains 14521 members 
Mstep: Class 5 contains 35826 members 
Mstep: Class 6 contains 2406 members 
Mstep: Class 7 contains 21241 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 128428 members 
Mstep: Class 10 contains 24583 members 
Mstep: Class 11 contains 2668 members 
Mstep: Class 12 contains 6092 members 
Mstep: Class 13 contains 33005 members 
Mstep: Class 14 contains 11616 members 
Mstep: Class 15 contains 13202 members 
Mstep: Class 16 contains 32083 members 
Mstep: Class 17 contains 7458 members 
Mstep: Class 18 contains 19309 members 
Mstep: Class 19 contains 5104 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 6750 members 
Mstep: Class 22 contains 174294 members 
Mstep: Class 23 contains 2040 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 18930 members 
Mstep: Class 26 contains 17842 members 
Mstep: Class 27 contains 43353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948712.000000 Penalty: 58666.816406
Iteration 65Q: 28 clusters Score -6.594871e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1523 members 
Mstep: Class 3 contains 10137 members 
Mstep: Class 4 contains 14499 members 
Mstep: Class 5 contains 35944 members 
Mstep: Class 6 contains 2405 members 
Mstep: Class 7 contains 21252 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 128421 members 
Mstep: Class 10 contains 24579 members 
Mstep: Class 11 contains 2670 members 
Mstep: Class 12 contains 6097 members 
Mstep: Class 13 contains 32990 members 
Mstep: Class 14 contains 11577 members 
Mstep: Class 15 contains 13253 members 
Mstep: Class 16 contains 32063 members 
Mstep: Class 17 contains 7385 members 
Mstep: Class 18 contains 19270 members 
Mstep: Class 19 contains 5118 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 6743 members 
Mstep: Class 22 contains 174304 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 18919 members 
Mstep: Class 26 contains 17876 members 
Mstep: Class 27 contains 43327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948764.000000 Penalty: 58666.816406
Iteration 66Q: 28 clusters Score -6.594876e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1523 members 
Mstep: Class 3 contains 10147 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 36059 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21259 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 128429 members 
Mstep: Class 10 contains 24576 members 
Mstep: Class 11 contains 2672 members 
Mstep: Class 12 contains 6112 members 
Mstep: Class 13 contains 32977 members 
Mstep: Class 14 contains 11544 members 
Mstep: Class 15 contains 13278 members 
Mstep: Class 16 contains 32044 members 
Mstep: Class 17 contains 7310 members 
Mstep: Class 18 contains 19234 members 
Mstep: Class 19 contains 5134 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 6738 members 
Mstep: Class 22 contains 174309 members 
Mstep: Class 23 contains 2072 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 18909 members 
Mstep: Class 26 contains 17901 members 
Mstep: Class 27 contains 43306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948760.000000 Penalty: 58666.816406
Iteration 67Q: 28 clusters Score -6.594876e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1523 members 
Mstep: Class 3 contains 10164 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 36171 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21268 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 128427 members 
Mstep: Class 10 contains 24571 members 
Mstep: Class 11 contains 2674 members 
Mstep: Class 12 contains 6127 members 
Mstep: Class 13 contains 32968 members 
Mstep: Class 14 contains 11512 members 
Mstep: Class 15 contains 13292 members 
Mstep: Class 16 contains 32024 members 
Mstep: Class 17 contains 7230 members 
Mstep: Class 18 contains 19187 members 
Mstep: Class 19 contains 5146 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 6734 members 
Mstep: Class 22 contains 174310 members 
Mstep: Class 23 contains 2094 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 18907 members 
Mstep: Class 26 contains 17927 members 
Mstep: Class 27 contains 43292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948896.000000 Penalty: 58666.816406
Iteration 68Q: 28 clusters Score -6.59489e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1523 members 
Mstep: Class 3 contains 10185 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 36276 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21277 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 128414 members 
Mstep: Class 10 contains 24566 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 6133 members 
Mstep: Class 13 contains 32953 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 13308 members 
Mstep: Class 16 contains 32013 members 
Mstep: Class 17 contains 7159 members 
Mstep: Class 18 contains 19153 members 
Mstep: Class 19 contains 5155 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 6734 members 
Mstep: Class 22 contains 174314 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 18904 members 
Mstep: Class 26 contains 17953 members 
Mstep: Class 27 contains 43275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948932.000000 Penalty: 58666.816406
Iteration 69Q: 28 clusters Score -6.594893e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1525 members 
Mstep: Class 3 contains 10199 members 
Mstep: Class 4 contains 14481 members 
Mstep: Class 5 contains 36386 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21277 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 128397 members 
Mstep: Class 10 contains 24559 members 
Mstep: Class 11 contains 2689 members 
Mstep: Class 12 contains 6141 members 
Mstep: Class 13 contains 32943 members 
Mstep: Class 14 contains 11452 members 
Mstep: Class 15 contains 13322 members 
Mstep: Class 16 contains 31999 members 
Mstep: Class 17 contains 7094 members 
Mstep: Class 18 contains 19126 members 
Mstep: Class 19 contains 5157 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 6733 members 
Mstep: Class 22 contains 174319 members 
Mstep: Class 23 contains 2131 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 18900 members 
Mstep: Class 26 contains 17976 members 
Mstep: Class 27 contains 43264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65949084.000000 Penalty: 58666.816406
Iteration 70Q: 28 clusters Score -6.594908e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1525 members 
Mstep: Class 3 contains 10209 members 
Mstep: Class 4 contains 14474 members 
Mstep: Class 5 contains 36513 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21282 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 128381 members 
Mstep: Class 10 contains 24552 members 
Mstep: Class 11 contains 2692 members 
Mstep: Class 12 contains 6143 members 
Mstep: Class 13 contains 32927 members 
Mstep: Class 14 contains 11426 members 
Mstep: Class 15 contains 13340 members 
Mstep: Class 16 contains 31981 members 
Mstep: Class 17 contains 7020 members 
Mstep: Class 18 contains 19102 members 
Mstep: Class 19 contains 5157 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 6731 members 
Mstep: Class 22 contains 174321 members 
Mstep: Class 23 contains 2147 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 18897 members 
Mstep: Class 26 contains 18007 members 
Mstep: Class 27 contains 43256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65949292.000000 Penalty: 58666.816406
Iteration 71Q: 28 clusters Score -6.594929e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1525 members 
Mstep: Class 3 contains 10225 members 
Mstep: Class 4 contains 14463 members 
Mstep: Class 5 contains 36620 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21284 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 128372 members 
Mstep: Class 10 contains 24548 members 
Mstep: Class 11 contains 2706 members 
Mstep: Class 12 contains 6141 members 
Mstep: Class 13 contains 32914 members 
Mstep: Class 14 contains 11405 members 
Mstep: Class 15 contains 13359 members 
Mstep: Class 16 contains 31959 members 
Mstep: Class 17 contains 6946 members 
Mstep: Class 18 contains 19073 members 
Mstep: Class 19 contains 5158 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 6730 members 
Mstep: Class 22 contains 174342 members 
Mstep: Class 23 contains 2162 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 18896 members 
Mstep: Class 26 contains 18028 members 
Mstep: Class 27 contains 43243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65949260.000000 Penalty: 58666.816406
Iteration 72Q: 28 clusters Score -6.594926e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1525 members 
Mstep: Class 3 contains 10241 members 
Mstep: Class 4 contains 14455 members 
Mstep: Class 5 contains 36719 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21284 members 
Mstep: Class 8 contains 2199 members 
Mstep: Class 9 contains 128363 members 
Mstep: Class 10 contains 24542 members 
Mstep: Class 11 contains 2710 members 
Mstep: Class 12 contains 6147 members 
Mstep: Class 13 contains 32906 members 
Mstep: Class 14 contains 11389 members 
Mstep: Class 15 contains 13372 members 
Mstep: Class 16 contains 31942 members 
Mstep: Class 17 contains 6881 members 
Mstep: Class 18 contains 19045 members 
Mstep: Class 19 contains 5159 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 6730 members 
Mstep: Class 22 contains 174349 members 
Mstep: Class 23 contains 2179 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 18890 members 
Mstep: Class 26 contains 18048 members 
Mstep: Class 27 contains 43235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65949276.000000 Penalty: 58666.816406
Iteration 73Q: 28 clusters Score -6.594928e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1526 members 
Mstep: Class 3 contains 10258 members 
Mstep: Class 4 contains 14451 members 
Mstep: Class 5 contains 36798 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21290 members 
Mstep: Class 8 contains 2199 members 
Mstep: Class 9 contains 128347 members 
Mstep: Class 10 contains 24537 members 
Mstep: Class 11 contains 2719 members 
Mstep: Class 12 contains 6144 members 
Mstep: Class 13 contains 32898 members 
Mstep: Class 14 contains 11382 members 
Mstep: Class 15 contains 13383 members 
Mstep: Class 16 contains 31932 members 
Mstep: Class 17 contains 6819 members 
Mstep: Class 18 contains 19027 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 6729 members 
Mstep: Class 22 contains 174365 members 
Mstep: Class 23 contains 2200 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 18883 members 
Mstep: Class 26 contains 18057 members 
Mstep: Class 27 contains 43223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65949268.000000 Penalty: 58666.816406
Iteration 74Q: 28 clusters Score -6.594927e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1526 members 
Mstep: Class 3 contains 10275 members 
Mstep: Class 4 contains 14463 members 
Mstep: Class 5 contains 36883 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21290 members 
Mstep: Class 8 contains 2199 members 
Mstep: Class 9 contains 128341 members 
Mstep: Class 10 contains 24526 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 6141 members 
Mstep: Class 13 contains 32893 members 
Mstep: Class 14 contains 11371 members 
Mstep: Class 15 contains 13396 members 
Mstep: Class 16 contains 31918 members 
Mstep: Class 17 contains 6757 members 
Mstep: Class 18 contains 19007 members 
Mstep: Class 19 contains 5162 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 6728 members 
Mstep: Class 22 contains 174365 members 
Mstep: Class 23 contains 2221 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 18878 members 
Mstep: Class 26 contains 18073 members 
Mstep: Class 27 contains 43203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65949228.000000 Penalty: 58666.816406
Iteration 75Q: 28 clusters Score -6.594923e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1526 members 
Mstep: Class 3 contains 10296 members 
Mstep: Class 4 contains 14472 members 
Mstep: Class 5 contains 36953 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21288 members 
Mstep: Class 8 contains 2199 members 
Mstep: Class 9 contains 128345 members 
Mstep: Class 10 contains 24513 members 
Mstep: Class 11 contains 2742 members 
Mstep: Class 12 contains 6138 members 
Mstep: Class 13 contains 32884 members 
Mstep: Class 14 contains 11364 members 
Mstep: Class 15 contains 13406 members 
Mstep: Class 16 contains 31907 members 
Mstep: Class 17 contains 6705 members 
Mstep: Class 18 contains 18986 members 
Mstep: Class 19 contains 5165 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 6728 members 
Mstep: Class 22 contains 174362 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 18876 members 
Mstep: Class 26 contains 18087 members 
Mstep: Class 27 contains 43185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65949272.000000 Penalty: 58666.816406
Iteration 76Q: 28 clusters Score -6.594927e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1526 members 
Mstep: Class 3 contains 10314 members 
Mstep: Class 4 contains 14474 members 
Mstep: Class 5 contains 37013 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21289 members 
Mstep: Class 8 contains 2202 members 
Mstep: Class 9 contains 128351 members 
Mstep: Class 10 contains 24507 members 
Mstep: Class 11 contains 2746 members 
Mstep: Class 12 contains 6136 members 
Mstep: Class 13 contains 32880 members 
Mstep: Class 14 contains 11354 members 
Mstep: Class 15 contains 13407 members 
Mstep: Class 16 contains 31898 members 
Mstep: Class 17 contains 6663 members 
Mstep: Class 18 contains 18969 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 6727 members 
Mstep: Class 22 contains 174353 members 
Mstep: Class 23 contains 2254 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 18872 members 
Mstep: Class 26 contains 18102 members 
Mstep: Class 27 contains 43173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65949228.000000 Penalty: 58666.816406
Iteration 77Q: 28 clusters Score -6.594923e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1525 members 
Mstep: Class 3 contains 10331 members 
Mstep: Class 4 contains 14475 members 
Mstep: Class 5 contains 37068 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21292 members 
Mstep: Class 8 contains 2205 members 
Mstep: Class 9 contains 128345 members 
Mstep: Class 10 contains 24504 members 
Mstep: Class 11 contains 2753 members 
Mstep: Class 12 contains 6133 members 
Mstep: Class 13 contains 32873 members 
Mstep: Class 14 contains 11343 members 
Mstep: Class 15 contains 13412 members 
Mstep: Class 16 contains 31882 members 
Mstep: Class 17 contains 6632 members 
Mstep: Class 18 contains 18947 members 
Mstep: Class 19 contains 5172 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 6725 members 
Mstep: Class 22 contains 174357 members 
Mstep: Class 23 contains 2273 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 18872 members 
Mstep: Class 26 contains 18114 members 
Mstep: Class 27 contains 43161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65949288.000000 Penalty: 58666.816406
Iteration 78Q: 28 clusters Score -6.594929e+07 nChanged 245
Entering ConstructFrom: 
Score: -65949288.000000 Penalty: 58666.816406
Entering ConstructFrom: 
Trying to split cluster 1 (2290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Entering Unmasked Estep 
Score: -222417.515625 Penalty: 1257.149902
	Iteration 0F: 2 clusters Score -222417.5 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 1130 members 
Entering Unmasked Estep 
Score: -220123.828125 Penalty: 2514.299805
	Iteration 0F: 3 clusters Score -220123.8 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -220760.968750 Penalty: 2514.299805
	Iteration 1F: 3 clusters Score -220761 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -221040.500000 Penalty: 2514.299805
	Iteration 2F: 3 clusters Score -221040.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -221246.015625 Penalty: 2514.299805
	Iteration 3F: 3 clusters Score -221246 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -221378.781250 Penalty: 2514.299805
	Iteration 4F: 3 clusters Score -221378.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -221492.671875 Penalty: 2514.299805
	Iteration 5Q: 3 clusters Score -221492.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -221561.828125 Penalty: 2514.299805
	Iteration 6Q: 3 clusters Score -221561.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -221605.531250 Penalty: 2514.299805
	Iteration 7Q: 3 clusters Score -221605.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -221652.390625 Penalty: 2514.299805
	Iteration 8Q: 3 clusters Score -221652.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -221684.968750 Penalty: 2514.299805
	Iteration 9Q: 3 clusters Score -221685 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -221712.796875 Penalty: 2514.299805
	Iteration 10Q: 3 clusters Score -221712.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -221727.546875 Penalty: 2514.299805
	Iteration 11Q: 3 clusters Score -221727.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -221739.437500 Penalty: 2514.299805
	Iteration 12Q: 3 clusters Score -221739.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -221744.656250 Penalty: 2514.299805
	Iteration 13Q: 3 clusters Score -221744.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -221747.156250 Penalty: 2514.299805
	Iteration 14Q: 3 clusters Score -221747.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -221747.750000 Penalty: 2514.299805
	Iteration 15Q: 3 clusters Score -221747.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -221748.796875 Penalty: 2514.299805
	Iteration 16Q: 3 clusters Score -221748.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -221749.468750 Penalty: 2514.299805
	Iteration 17Q: 3 clusters Score -221749.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -221749.609375 Penalty: 2514.299805
	Iteration 18Q: 3 clusters Score -221749.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -221749.609375 Penalty: 2514.299805
	Iteration 19F: 3 clusters Score -221749.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Entering Unmasked Estep 
Score: -140470.656250 Penalty: 1190.977783
	Iteration 0F: 2 clusters Score -140470.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -138780.765625 Penalty: 2381.955566
	Iteration 0F: 3 clusters Score -138780.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -139558.203125 Penalty: 2381.955566
	Iteration 1F: 3 clusters Score -139558.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -140170.093750 Penalty: 2381.955566
	Iteration 2F: 3 clusters Score -140170.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -140778.718750 Penalty: 2381.955566
	Iteration 3F: 3 clusters Score -140778.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -141038.046875 Penalty: 2381.955566
	Iteration 4F: 3 clusters Score -141038 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -141141.875000 Penalty: 2381.955566
	Iteration 5Q: 3 clusters Score -141141.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -141194.609375 Penalty: 2381.955566
	Iteration 6Q: 3 clusters Score -141194.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -141216.906250 Penalty: 2381.955566
	Iteration 7Q: 3 clusters Score -141216.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -141238.078125 Penalty: 2381.955566
	Iteration 8Q: 3 clusters Score -141238.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -141246.250000 Penalty: 2381.955566
	Iteration 9Q: 3 clusters Score -141246.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -141252.109375 Penalty: 2381.955566
	Iteration 10Q: 3 clusters Score -141252.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -141258.062500 Penalty: 2381.955566
	Iteration 11Q: 3 clusters Score -141258.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -141268.312500 Penalty: 2381.955566
	Iteration 12Q: 3 clusters Score -141268.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -141275.031250 Penalty: 2381.955566
	Iteration 13Q: 3 clusters Score -141275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -141280.093750 Penalty: 2381.955566
	Iteration 14Q: 3 clusters Score -141280.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -141280.093750 Penalty: 2381.955566
	Iteration 15F: 3 clusters Score -141280.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 907 members 
Mstep: Class 3 contains 10343 members 
Mstep: Class 4 contains 14477 members 
Mstep: Class 5 contains 37126 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21295 members 
Mstep: Class 8 contains 2205 members 
Mstep: Class 9 contains 128332 members 
Mstep: Class 10 contains 24497 members 
Mstep: Class 11 contains 2764 members 
Mstep: Class 12 contains 6135 members 
Mstep: Class 13 contains 32866 members 
Mstep: Class 14 contains 11339 members 
Mstep: Class 15 contains 13408 members 
Mstep: Class 16 contains 31873 members 
Mstep: Class 17 contains 6603 members 
Mstep: Class 18 contains 18924 members 
Mstep: Class 19 contains 5173 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 6725 members 
Mstep: Class 22 contains 174360 members 
Mstep: Class 23 contains 2285 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 18870 members 
Mstep: Class 26 contains 18126 members 
Mstep: Class 27 contains 43160 members 
Mstep: Class 28 contains 617 members 
Entering Unmasked Estep 
Score: -65949176.000000 Penalty: 60839.660156
Splitting cluster 2 changes total score from -65949288.000000 to -65949176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (10343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Entering Unmasked Estep 
Score: -1087389.500000 Penalty: 1502.160645
	Iteration 0F: 2 clusters Score -1087390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1080054.625000 Penalty: 3004.321289
	Iteration 0F: 3 clusters Score -1080055 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1082503.000000 Penalty: 3004.321289
	Iteration 1F: 3 clusters Score -1082503 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1082857.875000 Penalty: 3004.321289
	Iteration 2F: 3 clusters Score -1082858 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1083210.000000 Penalty: 3004.321289
	Iteration 3F: 3 clusters Score -1083210 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1083626.625000 Penalty: 3004.321289
	Iteration 4F: 3 clusters Score -1083627 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1084100.375000 Penalty: 3004.321289
	Iteration 5F: 3 clusters Score -1084100 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1084551.375000 Penalty: 3004.321289
	Iteration 6F: 3 clusters Score -1084551 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1084999.375000 Penalty: 3004.321289
	Iteration 7F: 3 clusters Score -1084999 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1085370.625000 Penalty: 3004.321289
	Iteration 8F: 3 clusters Score -1085371 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1085620.625000 Penalty: 3004.321289
	Iteration 9Q: 3 clusters Score -1085621 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1085769.500000 Penalty: 3004.321289
	Iteration 10Q: 3 clusters Score -1085770 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1085857.750000 Penalty: 3004.321289
	Iteration 11Q: 3 clusters Score -1085858 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1085910.000000 Penalty: 3004.321289
	Iteration 12Q: 3 clusters Score -1085910 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1085944.750000 Penalty: 3004.321289
	Iteration 13Q: 3 clusters Score -1085945 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1085971.000000 Penalty: 3004.321289
	Iteration 14Q: 3 clusters Score -1085971 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1085990.375000 Penalty: 3004.321289
	Iteration 15Q: 3 clusters Score -1085990 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1086003.750000 Penalty: 3004.321289
	Iteration 16Q: 3 clusters Score -1086004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1086011.375000 Penalty: 3004.321289
	Iteration 17Q: 3 clusters Score -1086011 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1086016.500000 Penalty: 3004.321289
	Iteration 18Q: 3 clusters Score -1086016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1086024.000000 Penalty: 3004.321289
	Iteration 19Q: 3 clusters Score -1086024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1086032.750000 Penalty: 3004.321289
	Iteration 20F: 3 clusters Score -1086033 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1086043.500000 Penalty: 3004.321289
	Iteration 21Q: 3 clusters Score -1086044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1086050.750000 Penalty: 3004.321289
	Iteration 22Q: 3 clusters Score -1086051 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1086058.250000 Penalty: 3004.321289
	Iteration 23Q: 3 clusters Score -1086058 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1086065.500000 Penalty: 3004.321289
	Iteration 24Q: 3 clusters Score -1086066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1086071.000000 Penalty: 3004.321289
	Iteration 25Q: 3 clusters Score -1086071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1086079.250000 Penalty: 3004.321289
	Iteration 26Q: 3 clusters Score -1086079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1086084.625000 Penalty: 3004.321289
	Iteration 27Q: 3 clusters Score -1086085 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1086091.875000 Penalty: 3004.321289
	Iteration 28Q: 3 clusters Score -1086092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1086095.875000 Penalty: 3004.321289
	Iteration 29Q: 3 clusters Score -1086096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1086106.000000 Penalty: 3004.321289
	Iteration 30Q: 3 clusters Score -1086106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1086110.625000 Penalty: 3004.321289
	Iteration 31Q: 3 clusters Score -1086111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1086118.625000 Penalty: 3004.321289
	Iteration 32Q: 3 clusters Score -1086119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1086120.625000 Penalty: 3004.321289
	Iteration 33Q: 3 clusters Score -1086121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1086126.500000 Penalty: 3004.321289
	Iteration 34Q: 3 clusters Score -1086126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1086130.750000 Penalty: 3004.321289
	Iteration 35Q: 3 clusters Score -1086131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1086132.000000 Penalty: 3004.321289
	Iteration 36Q: 3 clusters Score -1086132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1086135.500000 Penalty: 3004.321289
	Iteration 37Q: 3 clusters Score -1086136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1086142.625000 Penalty: 3004.321289
	Iteration 38Q: 3 clusters Score -1086143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1086147.625000 Penalty: 3004.321289
	Iteration 39Q: 3 clusters Score -1086148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1086159.625000 Penalty: 3004.321289
	Iteration 40F: 3 clusters Score -1086160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1086166.125000 Penalty: 3004.321289
	Iteration 41Q: 3 clusters Score -1086166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1086177.250000 Penalty: 3004.321289
	Iteration 42Q: 3 clusters Score -1086177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1086182.000000 Penalty: 3004.321289
	Iteration 43Q: 3 clusters Score -1086182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1086190.375000 Penalty: 3004.321289
	Iteration 44Q: 3 clusters Score -1086190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1086196.000000 Penalty: 3004.321289
	Iteration 45Q: 3 clusters Score -1086196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1086199.375000 Penalty: 3004.321289
	Iteration 46Q: 3 clusters Score -1086199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1086203.875000 Penalty: 3004.321289
	Iteration 47Q: 3 clusters Score -1086204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1086210.250000 Penalty: 3004.321289
	Iteration 48Q: 3 clusters Score -1086210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1086213.625000 Penalty: 3004.321289
	Iteration 49Q: 3 clusters Score -1086214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1086217.125000 Penalty: 3004.321289
	Iteration 50Q: 3 clusters Score -1086217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1086217.875000 Penalty: 3004.321289
	Iteration 51Q: 3 clusters Score -1086218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1086224.500000 Penalty: 3004.321289
	Iteration 52Q: 3 clusters Score -1086224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1086227.750000 Penalty: 3004.321289
	Iteration 53Q: 3 clusters Score -1086228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1086235.375000 Penalty: 3004.321289
	Iteration 54Q: 3 clusters Score -1086235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1086240.750000 Penalty: 3004.321289
	Iteration 55Q: 3 clusters Score -1086241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1086244.000000 Penalty: 3004.321289
	Iteration 56Q: 3 clusters Score -1086244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1086244.750000 Penalty: 3004.321289
	Iteration 57Q: 3 clusters Score -1086245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1086247.375000 Penalty: 3004.321289
	Iteration 58Q: 3 clusters Score -1086247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1086249.375000 Penalty: 3004.321289
	Iteration 59Q: 3 clusters Score -1086249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1086252.500000 Penalty: 3004.321289
	Iteration 60F: 3 clusters Score -1086252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1086255.625000 Penalty: 3004.321289
	Iteration 61Q: 3 clusters Score -1086256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1086257.875000 Penalty: 3004.321289
	Iteration 62Q: 3 clusters Score -1086258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1086260.750000 Penalty: 3004.321289
	Iteration 63Q: 3 clusters Score -1086261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1086262.500000 Penalty: 3004.321289
	Iteration 64Q: 3 clusters Score -1086262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1086266.750000 Penalty: 3004.321289
	Iteration 65Q: 3 clusters Score -1086267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1086266.125000 Penalty: 3004.321289
	Iteration 66Q: 3 clusters Score -1086266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1086267.625000 Penalty: 3004.321289
	Iteration 67Q: 3 clusters Score -1086268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1086269.250000 Penalty: 3004.321289
	Iteration 68Q: 3 clusters Score -1086269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1086269.250000 Penalty: 3004.321289
	Iteration 69F: 3 clusters Score -1086269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Entering Unmasked Estep 
Score: -1523724.375000 Penalty: 1556.801392
	Iteration 0F: 2 clusters Score -1523724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1513732.500000 Penalty: 3113.602783
	Iteration 0F: 3 clusters Score -1513732 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1517012.250000 Penalty: 3113.602783
	Iteration 1F: 3 clusters Score -1517012 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1517280.750000 Penalty: 3113.602783
	Iteration 2F: 3 clusters Score -1517281 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1517517.750000 Penalty: 3113.602783
	Iteration 3Q: 3 clusters Score -1517518 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1517707.125000 Penalty: 3113.602783
	Iteration 4Q: 3 clusters Score -1517707 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1517891.625000 Penalty: 3113.602783
	Iteration 5Q: 3 clusters Score -1517892 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1518097.375000 Penalty: 3113.602783
	Iteration 6Q: 3 clusters Score -1518097 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1518333.000000 Penalty: 3113.602783
	Iteration 7Q: 3 clusters Score -1518333 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1518564.750000 Penalty: 3113.602783
	Iteration 8Q: 3 clusters Score -1518565 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1518840.500000 Penalty: 3113.602783
	Iteration 9Q: 3 clusters Score -1518840 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1519193.375000 Penalty: 3113.602783
	Iteration 10Q: 3 clusters Score -1519193 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1519540.750000 Penalty: 3113.602783
	Iteration 11Q: 3 clusters Score -1519541 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1519901.250000 Penalty: 3113.602783
	Iteration 12Q: 3 clusters Score -1519901 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1520211.375000 Penalty: 3113.602783
	Iteration 13Q: 3 clusters Score -1520211 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1520428.875000 Penalty: 3113.602783
	Iteration 14Q: 3 clusters Score -1520429 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1520578.250000 Penalty: 3113.602783
	Iteration 15Q: 3 clusters Score -1520578 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1520683.750000 Penalty: 3113.602783
	Iteration 16Q: 3 clusters Score -1520684 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1520788.375000 Penalty: 3113.602783
	Iteration 17Q: 3 clusters Score -1520788 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1520882.500000 Penalty: 3113.602783
	Iteration 18Q: 3 clusters Score -1520882 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1520967.250000 Penalty: 3113.602783
	Iteration 19Q: 3 clusters Score -1520967 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1521071.625000 Penalty: 3113.602783
	Iteration 20F: 3 clusters Score -1521072 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1521170.000000 Penalty: 3113.602783
	Iteration 21Q: 3 clusters Score -1521170 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1521268.250000 Penalty: 3113.602783
	Iteration 22Q: 3 clusters Score -1521268 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1521378.375000 Penalty: 3113.602783
	Iteration 23Q: 3 clusters Score -1521378 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1521482.625000 Penalty: 3113.602783
	Iteration 24Q: 3 clusters Score -1521483 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1521577.250000 Penalty: 3113.602783
	Iteration 25Q: 3 clusters Score -1521577 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1521664.000000 Penalty: 3113.602783
	Iteration 26Q: 3 clusters Score -1521664 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1521736.000000 Penalty: 3113.602783
	Iteration 27Q: 3 clusters Score -1521736 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1521806.750000 Penalty: 3113.602783
	Iteration 28Q: 3 clusters Score -1521807 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1521852.375000 Penalty: 3113.602783
	Iteration 29Q: 3 clusters Score -1521852 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1521899.500000 Penalty: 3113.602783
	Iteration 30Q: 3 clusters Score -1521900 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1521947.250000 Penalty: 3113.602783
	Iteration 31Q: 3 clusters Score -1521947 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1521990.750000 Penalty: 3113.602783
	Iteration 32Q: 3 clusters Score -1521991 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1522034.625000 Penalty: 3113.602783
	Iteration 33Q: 3 clusters Score -1522035 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1522068.875000 Penalty: 3113.602783
	Iteration 34Q: 3 clusters Score -1522069 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1522096.625000 Penalty: 3113.602783
	Iteration 35Q: 3 clusters Score -1522097 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1522126.625000 Penalty: 3113.602783
	Iteration 36Q: 3 clusters Score -1522127 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1522154.250000 Penalty: 3113.602783
	Iteration 37Q: 3 clusters Score -1522154 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1522171.000000 Penalty: 3113.602783
	Iteration 38Q: 3 clusters Score -1522171 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1522192.250000 Penalty: 3113.602783
	Iteration 39Q: 3 clusters Score -1522192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1522201.750000 Penalty: 3113.602783
	Iteration 40F: 3 clusters Score -1522202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1522210.750000 Penalty: 3113.602783
	Iteration 41Q: 3 clusters Score -1522211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1522221.125000 Penalty: 3113.602783
	Iteration 42Q: 3 clusters Score -1522221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1522235.000000 Penalty: 3113.602783
	Iteration 43Q: 3 clusters Score -1522235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1522243.375000 Penalty: 3113.602783
	Iteration 44Q: 3 clusters Score -1522243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1522249.250000 Penalty: 3113.602783
	Iteration 45Q: 3 clusters Score -1522249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1522258.625000 Penalty: 3113.602783
	Iteration 46Q: 3 clusters Score -1522259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1522273.250000 Penalty: 3113.602783
	Iteration 47Q: 3 clusters Score -1522273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1522288.500000 Penalty: 3113.602783
	Iteration 48Q: 3 clusters Score -1522288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1522298.500000 Penalty: 3113.602783
	Iteration 49Q: 3 clusters Score -1522298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1522304.500000 Penalty: 3113.602783
	Iteration 50Q: 3 clusters Score -1522304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1522306.625000 Penalty: 3113.602783
	Iteration 51Q: 3 clusters Score -1522307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1522305.125000 Penalty: 3113.602783
	Iteration 52Q: 3 clusters Score -1522305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1522311.375000 Penalty: 3113.602783
	Iteration 53Q: 3 clusters Score -1522311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1522314.875000 Penalty: 3113.602783
	Iteration 54Q: 3 clusters Score -1522315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1522316.250000 Penalty: 3113.602783
	Iteration 55Q: 3 clusters Score -1522316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1522315.750000 Penalty: 3113.602783
	Iteration 56Q: 3 clusters Score -1522316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1522318.875000 Penalty: 3113.602783
	Iteration 57Q: 3 clusters Score -1522319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1522323.000000 Penalty: 3113.602783
	Iteration 58Q: 3 clusters Score -1522323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1522328.500000 Penalty: 3113.602783
	Iteration 59Q: 3 clusters Score -1522328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1522332.250000 Penalty: 3113.602783
	Iteration 60F: 3 clusters Score -1522332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1522339.875000 Penalty: 3113.602783
	Iteration 61Q: 3 clusters Score -1522340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1522347.000000 Penalty: 3113.602783
	Iteration 62Q: 3 clusters Score -1522347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1522349.625000 Penalty: 3113.602783
	Iteration 63Q: 3 clusters Score -1522350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1522352.500000 Penalty: 3113.602783
	Iteration 64Q: 3 clusters Score -1522352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1522354.250000 Penalty: 3113.602783
	Iteration 65Q: 3 clusters Score -1522354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1522354.750000 Penalty: 3113.602783
	Iteration 66Q: 3 clusters Score -1522355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1522356.375000 Penalty: 3113.602783
	Iteration 67Q: 3 clusters Score -1522356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1522360.375000 Penalty: 3113.602783
	Iteration 68Q: 3 clusters Score -1522360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1522361.125000 Penalty: 3113.602783
	Iteration 69Q: 3 clusters Score -1522361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1522365.375000 Penalty: 3113.602783
	Iteration 70Q: 3 clusters Score -1522365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1522368.500000 Penalty: 3113.602783
	Iteration 71Q: 3 clusters Score -1522368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1522367.750000 Penalty: 3113.602783
	Iteration 72Q: 3 clusters Score -1522368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1522369.250000 Penalty: 3113.602783
	Iteration 73Q: 3 clusters Score -1522369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1522369.250000 Penalty: 3113.602783
	Iteration 74F: 3 clusters Score -1522369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Entering Unmasked Estep 
Score: -3624514.250000 Penalty: 1709.836792
	Iteration 0F: 2 clusters Score -3624514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -3599557.500000 Penalty: 3419.673584
	Iteration 0F: 3 clusters Score -3599558 nChanged 17346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -3609908.750000 Penalty: 3419.673584
	Iteration 1F: 3 clusters Score -3609909 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -3611278.500000 Penalty: 3419.673584
	Iteration 2F: 3 clusters Score -3611278 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -3613045.750000 Penalty: 3419.673584
	Iteration 3F: 3 clusters Score -3613046 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -3615234.750000 Penalty: 3419.673584
	Iteration 4F: 3 clusters Score -3615235 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -3617580.750000 Penalty: 3419.673584
	Iteration 5F: 3 clusters Score -3617581 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -3619824.250000 Penalty: 3419.673584
	Iteration 6F: 3 clusters Score -3619824 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3621630.750000 Penalty: 3419.673584
	Iteration 7F: 3 clusters Score -3621631 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3622788.000000 Penalty: 3419.673584
	Iteration 8Q: 3 clusters Score -3622788 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3623350.500000 Penalty: 3419.673584
	Iteration 9Q: 3 clusters Score -3623350 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3623575.250000 Penalty: 3419.673584
	Iteration 10Q: 3 clusters Score -3623575 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3623666.750000 Penalty: 3419.673584
	Iteration 11Q: 3 clusters Score -3623667 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3623720.250000 Penalty: 3419.673584
	Iteration 12Q: 3 clusters Score -3623720 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3623750.750000 Penalty: 3419.673584
	Iteration 13Q: 3 clusters Score -3623751 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3623780.750000 Penalty: 3419.673584
	Iteration 14Q: 3 clusters Score -3623781 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3623794.500000 Penalty: 3419.673584
	Iteration 15Q: 3 clusters Score -3623794 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3623806.250000 Penalty: 3419.673584
	Iteration 16Q: 3 clusters Score -3623806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3623818.000000 Penalty: 3419.673584
	Iteration 17Q: 3 clusters Score -3623818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3623829.250000 Penalty: 3419.673584
	Iteration 18Q: 3 clusters Score -3623829 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3623833.000000 Penalty: 3419.673584
	Iteration 19Q: 3 clusters Score -3623833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3623835.500000 Penalty: 3419.673584
	Iteration 20F: 3 clusters Score -3623836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3623832.750000 Penalty: 3419.673584
	Iteration 21Q: 3 clusters Score -3623833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3623840.000000 Penalty: 3419.673584
	Iteration 22Q: 3 clusters Score -3623840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3623838.500000 Penalty: 3419.673584
	Iteration 23Q: 3 clusters Score -3623838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3623836.750000 Penalty: 3419.673584
	Iteration 24Q: 3 clusters Score -3623837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3623838.500000 Penalty: 3419.673584
	Iteration 25Q: 3 clusters Score -3623838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3623836.750000 Penalty: 3419.673584
	Iteration 26Q: 3 clusters Score -3623837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3623842.750000 Penalty: 3419.673584
	Iteration 27Q: 3 clusters Score -3623843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3623841.250000 Penalty: 3419.673584
	Iteration 28Q: 3 clusters Score -3623841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3623838.000000 Penalty: 3419.673584
	Iteration 29Q: 3 clusters Score -3623838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3623837.500000 Penalty: 3419.673584
	Iteration 30Q: 3 clusters Score -3623838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3623839.750000 Penalty: 3419.673584
	Iteration 31Q: 3 clusters Score -3623840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3623837.000000 Penalty: 3419.673584
	Iteration 32Q: 3 clusters Score -3623837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3623838.250000 Penalty: 3419.673584
	Iteration 33Q: 3 clusters Score -3623838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3623840.250000 Penalty: 3419.673584
	Iteration 34Q: 3 clusters Score -3623840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3623840.250000 Penalty: 3419.673584
	Iteration 35F: 3 clusters Score -3623840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Entering Unmasked Estep 
Score: -250471.734375 Penalty: 1265.044556
	Iteration 0F: 2 clusters Score -250471.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -248105.781250 Penalty: 2530.089111
	Iteration 0F: 3 clusters Score -248105.8 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -248637.734375 Penalty: 2530.089111
	Iteration 1F: 3 clusters Score -248637.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -248762.500000 Penalty: 2530.089111
	Iteration 2F: 3 clusters Score -248762.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -248853.796875 Penalty: 2530.089111
	Iteration 3F: 3 clusters Score -248853.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -248953.343750 Penalty: 2530.089111
	Iteration 4F: 3 clusters Score -248953.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -249066.250000 Penalty: 2530.089111
	Iteration 5F: 3 clusters Score -249066.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -249164.453125 Penalty: 2530.089111
	Iteration 6Q: 3 clusters Score -249164.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -249268.843750 Penalty: 2530.089111
	Iteration 7Q: 3 clusters Score -249268.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -249368.843750 Penalty: 2530.089111
	Iteration 8Q: 3 clusters Score -249368.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -249451.390625 Penalty: 2530.089111
	Iteration 9Q: 3 clusters Score -249451.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -249524.750000 Penalty: 2530.089111
	Iteration 10Q: 3 clusters Score -249524.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -249587.515625 Penalty: 2530.089111
	Iteration 11Q: 3 clusters Score -249587.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -249631.703125 Penalty: 2530.089111
	Iteration 12Q: 3 clusters Score -249631.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -249660.812500 Penalty: 2530.089111
	Iteration 13Q: 3 clusters Score -249660.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -249686.312500 Penalty: 2530.089111
	Iteration 14Q: 3 clusters Score -249686.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -249699.625000 Penalty: 2530.089111
	Iteration 15Q: 3 clusters Score -249699.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -249706.109375 Penalty: 2530.089111
	Iteration 16Q: 3 clusters Score -249706.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -249712.609375 Penalty: 2530.089111
	Iteration 17Q: 3 clusters Score -249712.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -249718.250000 Penalty: 2530.089111
	Iteration 18Q: 3 clusters Score -249718.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -249720.703125 Penalty: 2530.089111
	Iteration 19Q: 3 clusters Score -249720.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -249722.015625 Penalty: 2530.089111
	Iteration 20F: 3 clusters Score -249722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -249722.265625 Penalty: 2530.089111
	Iteration 21Q: 3 clusters Score -249722.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -249722.265625 Penalty: 2530.089111
	Iteration 22F: 3 clusters Score -249722.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Entering Unmasked Estep 
Score: -2257584.250000 Penalty: 1619.511963
	Iteration 0F: 2 clusters Score -2257584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2243114.500000 Penalty: 3239.023926
	Iteration 0F: 3 clusters Score -2243114 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2248394.750000 Penalty: 3239.023926
	Iteration 1F: 3 clusters Score -2248395 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2248788.250000 Penalty: 3239.023926
	Iteration 2Q: 3 clusters Score -2248788 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2249167.750000 Penalty: 3239.023926
	Iteration 3Q: 3 clusters Score -2249168 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2249546.250000 Penalty: 3239.023926
	Iteration 4Q: 3 clusters Score -2249546 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2249939.750000 Penalty: 3239.023926
	Iteration 5Q: 3 clusters Score -2249940 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2250454.750000 Penalty: 3239.023926
	Iteration 6Q: 3 clusters Score -2250455 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2251075.000000 Penalty: 3239.023926
	Iteration 7F: 3 clusters Score -2251075 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2251850.750000 Penalty: 3239.023926
	Iteration 8F: 3 clusters Score -2251851 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2252760.000000 Penalty: 3239.023926
	Iteration 9F: 3 clusters Score -2252760 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2253766.500000 Penalty: 3239.023926
	Iteration 10F: 3 clusters Score -2253766 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2254761.750000 Penalty: 3239.023926
	Iteration 11F: 3 clusters Score -2254762 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2255631.750000 Penalty: 3239.023926
	Iteration 12Q: 3 clusters Score -2255632 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2256130.250000 Penalty: 3239.023926
	Iteration 13Q: 3 clusters Score -2256130 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2256402.500000 Penalty: 3239.023926
	Iteration 14Q: 3 clusters Score -2256402 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2256548.250000 Penalty: 3239.023926
	Iteration 15Q: 3 clusters Score -2256548 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -2256622.500000 Penalty: 3239.023926
	Iteration 16Q: 3 clusters Score -2256622 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2256662.000000 Penalty: 3239.023926
	Iteration 17Q: 3 clusters Score -2256662 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2256689.500000 Penalty: 3239.023926
	Iteration 18Q: 3 clusters Score -2256690 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -2256716.500000 Penalty: 3239.023926
	Iteration 19Q: 3 clusters Score -2256716 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -2256739.250000 Penalty: 3239.023926
	Iteration 20F: 3 clusters Score -2256739 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2256751.000000 Penalty: 3239.023926
	Iteration 21Q: 3 clusters Score -2256751 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2256758.750000 Penalty: 3239.023926
	Iteration 22Q: 3 clusters Score -2256759 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2256767.750000 Penalty: 3239.023926
	Iteration 23Q: 3 clusters Score -2256768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2256773.500000 Penalty: 3239.023926
	Iteration 24Q: 3 clusters Score -2256774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2256773.500000 Penalty: 3239.023926
	Iteration 25Q: 3 clusters Score -2256774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2256779.250000 Penalty: 3239.023926
	Iteration 26Q: 3 clusters Score -2256779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2256788.500000 Penalty: 3239.023926
	Iteration 27Q: 3 clusters Score -2256788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2256790.750000 Penalty: 3239.023926
	Iteration 28Q: 3 clusters Score -2256791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2256789.750000 Penalty: 3239.023926
	Iteration 29Q: 3 clusters Score -2256790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2256790.500000 Penalty: 3239.023926
	Iteration 30Q: 3 clusters Score -2256790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2256788.000000 Penalty: 3239.023926
	Iteration 31Q: 3 clusters Score -2256788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2256784.250000 Penalty: 3239.023926
	Iteration 32Q: 3 clusters Score -2256784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -2256788.750000 Penalty: 3239.023926
	Iteration 33Q: 3 clusters Score -2256789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -2256786.500000 Penalty: 3239.023926
	Iteration 34Q: 3 clusters Score -2256786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2256791.500000 Penalty: 3239.023926
	Iteration 35Q: 3 clusters Score -2256792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -2256789.500000 Penalty: 3239.023926
	Iteration 36Q: 3 clusters Score -2256790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -2256792.750000 Penalty: 3239.023926
	Iteration 37Q: 3 clusters Score -2256793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2256794.000000 Penalty: 3239.023926
	Iteration 38Q: 3 clusters Score -2256794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2256792.750000 Penalty: 3239.023926
	Iteration 39Q: 3 clusters Score -2256793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -2256791.500000 Penalty: 3239.023926
	Iteration 40F: 3 clusters Score -2256792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2256791.750000 Penalty: 3239.023926
	Iteration 41Q: 3 clusters Score -2256792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2256787.250000 Penalty: 3239.023926
	Iteration 42Q: 3 clusters Score -2256787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2256787.250000 Penalty: 3239.023926
	Iteration 43F: 3 clusters Score -2256787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Entering Unmasked Estep 
Score: -226796.000000 Penalty: 1251.003540
	Iteration 0F: 2 clusters Score -226796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -224577.781250 Penalty: 2502.007080
	Iteration 0F: 3 clusters Score -224577.8 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -225094.015625 Penalty: 2502.007080
	Iteration 1F: 3 clusters Score -225094 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -225279.109375 Penalty: 2502.007080
	Iteration 2F: 3 clusters Score -225279.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -225471.078125 Penalty: 2502.007080
	Iteration 3F: 3 clusters Score -225471.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -225653.734375 Penalty: 2502.007080
	Iteration 4F: 3 clusters Score -225653.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -225815.828125 Penalty: 2502.007080
	Iteration 5F: 3 clusters Score -225815.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -225939.468750 Penalty: 2502.007080
	Iteration 6F: 3 clusters Score -225939.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -226027.859375 Penalty: 2502.007080
	Iteration 7Q: 3 clusters Score -226027.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -226076.625000 Penalty: 2502.007080
	Iteration 8Q: 3 clusters Score -226076.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -226107.593750 Penalty: 2502.007080
	Iteration 9Q: 3 clusters Score -226107.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -226120.000000 Penalty: 2502.007080
	Iteration 10Q: 3 clusters Score -226120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -226127.515625 Penalty: 2502.007080
	Iteration 11Q: 3 clusters Score -226127.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -226131.781250 Penalty: 2502.007080
	Iteration 12Q: 3 clusters Score -226131.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -226135.062500 Penalty: 2502.007080
	Iteration 13Q: 3 clusters Score -226135.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -226136.671875 Penalty: 2502.007080
	Iteration 14Q: 3 clusters Score -226136.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -226138.343750 Penalty: 2502.007080
	Iteration 15Q: 3 clusters Score -226138.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -226139.250000 Penalty: 2502.007080
	Iteration 16Q: 3 clusters Score -226139.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -226141.984375 Penalty: 2502.007080
	Iteration 17Q: 3 clusters Score -226142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -226142.453125 Penalty: 2502.007080
	Iteration 18Q: 3 clusters Score -226142.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -226142.609375 Penalty: 2502.007080
	Iteration 19Q: 3 clusters Score -226142.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -226142.609375 Penalty: 2502.007080
	Iteration 20F: 3 clusters Score -226142.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (128332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128332 members 
Entering Unmasked Estep 
Score: -13775561.000000 Penalty: 1911.386108
	Iteration 0F: 2 clusters Score -1.377556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64095 members 
Mstep: Class 2 contains 64237 members 
Entering Unmasked Estep 
Score: -13689703.000000 Penalty: 3822.772217
	Iteration 0F: 3 clusters Score -1.36897e+07 nChanged 61834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60707 members 
Mstep: Class 2 contains 67625 members 
Entering Unmasked Estep 
Score: -13726017.000000 Penalty: 3822.772217
	Iteration 1F: 3 clusters Score -1.372602e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58300 members 
Mstep: Class 2 contains 70032 members 
Entering Unmasked Estep 
Score: -13727586.000000 Penalty: 3822.772217
	Iteration 2Q: 3 clusters Score -1.372759e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 73606 members 
Entering Unmasked Estep 
Score: -13729958.000000 Penalty: 3822.772217
	Iteration 3Q: 3 clusters Score -1.372996e+07 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 78697 members 
Entering Unmasked Estep 
Score: -13733813.000000 Penalty: 3822.772217
	Iteration 4F: 3 clusters Score -1.373381e+07 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 85209 members 
Entering Unmasked Estep 
Score: -13739167.000000 Penalty: 3822.772217
	Iteration 5F: 3 clusters Score -1.373917e+07 nChanged 9515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 92722 members 
Entering Unmasked Estep 
Score: -13745666.000000 Penalty: 3822.772217
	Iteration 6F: 3 clusters Score -1.374567e+07 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 100354 members 
Entering Unmasked Estep 
Score: -13751932.000000 Penalty: 3822.772217
	Iteration 7F: 3 clusters Score -1.375193e+07 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 107402 members 
Entering Unmasked Estep 
Score: -13757323.000000 Penalty: 3822.772217
	Iteration 8F: 3 clusters Score -1.375732e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 113549 members 
Entering Unmasked Estep 
Score: -13762028.000000 Penalty: 3822.772217
	Iteration 9Q: 3 clusters Score -1.376203e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 118643 members 
Entering Unmasked Estep 
Score: -13766320.000000 Penalty: 3822.772217
	Iteration 10Q: 3 clusters Score -1.376632e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 122415 members 
Entering Unmasked Estep 
Score: -13769632.000000 Penalty: 3822.772217
	Iteration 11Q: 3 clusters Score -1.376963e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 124630 members 
Entering Unmasked Estep 
Score: -13771490.000000 Penalty: 3822.772217
	Iteration 12Q: 3 clusters Score -1.377149e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 125830 members 
Entering Unmasked Estep 
Score: -13772576.000000 Penalty: 3822.772217
	Iteration 13Q: 3 clusters Score -1.377258e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 126483 members 
Entering Unmasked Estep 
Score: -13773100.000000 Penalty: 3822.772217
	Iteration 14Q: 3 clusters Score -1.37731e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 126849 members 
Entering Unmasked Estep 
Score: -13773337.000000 Penalty: 3822.772217
	Iteration 15Q: 3 clusters Score -1.377334e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 127067 members 
Entering Unmasked Estep 
Score: -13773506.000000 Penalty: 3822.772217
	Iteration 16Q: 3 clusters Score -1.377351e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 127235 members 
Entering Unmasked Estep 
Score: -13773650.000000 Penalty: 3822.772217
	Iteration 17Q: 3 clusters Score -1.377365e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 127346 members 
Entering Unmasked Estep 
Score: -13773741.000000 Penalty: 3822.772217
	Iteration 18Q: 3 clusters Score -1.377374e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 127421 members 
Entering Unmasked Estep 
Score: -13773789.000000 Penalty: 3822.772217
	Iteration 19Q: 3 clusters Score -1.377379e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 127467 members 
Entering Unmasked Estep 
Score: -13773808.000000 Penalty: 3822.772217
	Iteration 20F: 3 clusters Score -1.377381e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 127507 members 
Entering Unmasked Estep 
Score: -13773824.000000 Penalty: 3822.772217
	Iteration 21Q: 3 clusters Score -1.377382e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 127529 members 
Entering Unmasked Estep 
Score: -13773822.000000 Penalty: 3822.772217
	Iteration 22Q: 3 clusters Score -1.377382e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 127550 members 
Entering Unmasked Estep 
Score: -13773831.000000 Penalty: 3822.772217
	Iteration 23Q: 3 clusters Score -1.377383e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 127572 members 
Entering Unmasked Estep 
Score: -13773839.000000 Penalty: 3822.772217
	Iteration 24Q: 3 clusters Score -1.377384e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 127589 members 
Entering Unmasked Estep 
Score: -13773845.000000 Penalty: 3822.772217
	Iteration 25Q: 3 clusters Score -1.377384e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 127602 members 
Entering Unmasked Estep 
Score: -13773855.000000 Penalty: 3822.772217
	Iteration 26Q: 3 clusters Score -1.377386e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 127614 members 
Entering Unmasked Estep 
Score: -13773857.000000 Penalty: 3822.772217
	Iteration 27Q: 3 clusters Score -1.377386e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 127624 members 
Entering Unmasked Estep 
Score: -13773872.000000 Penalty: 3822.772217
	Iteration 28Q: 3 clusters Score -1.377387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 127633 members 
Entering Unmasked Estep 
Score: -13773884.000000 Penalty: 3822.772217
	Iteration 29Q: 3 clusters Score -1.377388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 127638 members 
Entering Unmasked Estep 
Score: -13773886.000000 Penalty: 3822.772217
	Iteration 30Q: 3 clusters Score -1.377389e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 127643 members 
Entering Unmasked Estep 
Score: -13773881.000000 Penalty: 3822.772217
	Iteration 31Q: 3 clusters Score -1.377388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 127642 members 
Entering Unmasked Estep 
Score: -13773885.000000 Penalty: 3822.772217
	Iteration 32Q: 3 clusters Score -1.377388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 127641 members 
Entering Unmasked Estep 
Score: -13773894.000000 Penalty: 3822.772217
	Iteration 33Q: 3 clusters Score -1.377389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 127642 members 
Entering Unmasked Estep 
Score: -13773896.000000 Penalty: 3822.772217
	Iteration 34Q: 3 clusters Score -1.37739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 127644 members 
Entering Unmasked Estep 
Score: -13773899.000000 Penalty: 3822.772217
	Iteration 35Q: 3 clusters Score -1.37739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 127644 members 
Entering Unmasked Estep 
Score: -13773899.000000 Penalty: 3822.772217
	Iteration 36F: 3 clusters Score -1.37739e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Entering Unmasked Estep 
Score: -2600448.000000 Penalty: 1642.274780
	Iteration 0F: 2 clusters Score -2600448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2584016.750000 Penalty: 3284.549561
	Iteration 0F: 3 clusters Score -2584017 nChanged 11029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2589935.000000 Penalty: 3284.549561
	Iteration 1F: 3 clusters Score -2589935 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2590317.000000 Penalty: 3284.549561
	Iteration 2Q: 3 clusters Score -2590317 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2590677.750000 Penalty: 3284.549561
	Iteration 3Q: 3 clusters Score -2590678 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2591024.750000 Penalty: 3284.549561
	Iteration 4Q: 3 clusters Score -2591025 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2591388.500000 Penalty: 3284.549561
	Iteration 5Q: 3 clusters Score -2591388 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2591744.000000 Penalty: 3284.549561
	Iteration 6Q: 3 clusters Score -2591744 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2592117.500000 Penalty: 3284.549561
	Iteration 7Q: 3 clusters Score -2592118 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2592617.250000 Penalty: 3284.549561
	Iteration 8Q: 3 clusters Score -2592617 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2593229.750000 Penalty: 3284.549561
	Iteration 9Q: 3 clusters Score -2593230 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2593878.500000 Penalty: 3284.549561
	Iteration 10Q: 3 clusters Score -2593878 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2594473.500000 Penalty: 3284.549561
	Iteration 11Q: 3 clusters Score -2594474 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2594853.750000 Penalty: 3284.549561
	Iteration 12Q: 3 clusters Score -2594854 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2595030.000000 Penalty: 3284.549561
	Iteration 13Q: 3 clusters Score -2595030 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2595132.000000 Penalty: 3284.549561
	Iteration 14Q: 3 clusters Score -2595132 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2595192.250000 Penalty: 3284.549561
	Iteration 15Q: 3 clusters Score -2595192 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2595251.500000 Penalty: 3284.549561
	Iteration 16Q: 3 clusters Score -2595252 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2595298.000000 Penalty: 3284.549561
	Iteration 17Q: 3 clusters Score -2595298 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2595318.500000 Penalty: 3284.549561
	Iteration 18Q: 3 clusters Score -2595318 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2595357.000000 Penalty: 3284.549561
	Iteration 19Q: 3 clusters Score -2595357 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2595401.000000 Penalty: 3284.549561
	Iteration 20F: 3 clusters Score -2595401 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2595428.500000 Penalty: 3284.549561
	Iteration 21Q: 3 clusters Score -2595428 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2595451.750000 Penalty: 3284.549561
	Iteration 22Q: 3 clusters Score -2595452 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -2595476.000000 Penalty: 3284.549561
	Iteration 23Q: 3 clusters Score -2595476 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2595498.000000 Penalty: 3284.549561
	Iteration 24Q: 3 clusters Score -2595498 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2595510.250000 Penalty: 3284.549561
	Iteration 25Q: 3 clusters Score -2595510 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2595548.250000 Penalty: 3284.549561
	Iteration 26Q: 3 clusters Score -2595548 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2595591.500000 Penalty: 3284.549561
	Iteration 27Q: 3 clusters Score -2595592 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2595627.000000 Penalty: 3284.549561
	Iteration 28Q: 3 clusters Score -2595627 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2595667.500000 Penalty: 3284.549561
	Iteration 29Q: 3 clusters Score -2595668 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2595728.250000 Penalty: 3284.549561
	Iteration 30Q: 3 clusters Score -2595728 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2595753.250000 Penalty: 3284.549561
	Iteration 31Q: 3 clusters Score -2595753 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2595799.750000 Penalty: 3284.549561
	Iteration 32Q: 3 clusters Score -2595800 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2595876.250000 Penalty: 3284.549561
	Iteration 33Q: 3 clusters Score -2595876 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2595927.500000 Penalty: 3284.549561
	Iteration 34Q: 3 clusters Score -2595928 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2595991.000000 Penalty: 3284.549561
	Iteration 35Q: 3 clusters Score -2595991 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2596035.750000 Penalty: 3284.549561
	Iteration 36Q: 3 clusters Score -2596036 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -2596082.750000 Penalty: 3284.549561
	Iteration 37Q: 3 clusters Score -2596083 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2596151.250000 Penalty: 3284.549561
	Iteration 38Q: 3 clusters Score -2596151 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -2596235.750000 Penalty: 3284.549561
	Iteration 39Q: 3 clusters Score -2596236 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2596327.250000 Penalty: 3284.549561
	Iteration 40F: 3 clusters Score -2596327 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2596427.250000 Penalty: 3284.549561
	Iteration 41Q: 3 clusters Score -2596427 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2596513.000000 Penalty: 3284.549561
	Iteration 42Q: 3 clusters Score -2596513 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2596642.750000 Penalty: 3284.549561
	Iteration 43Q: 3 clusters Score -2596643 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2596780.000000 Penalty: 3284.549561
	Iteration 44Q: 3 clusters Score -2596780 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2596926.500000 Penalty: 3284.549561
	Iteration 45Q: 3 clusters Score -2596926 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2597101.500000 Penalty: 3284.549561
	Iteration 46Q: 3 clusters Score -2597102 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2597333.000000 Penalty: 3284.549561
	Iteration 47Q: 3 clusters Score -2597333 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -2597572.500000 Penalty: 3284.549561
	Iteration 48Q: 3 clusters Score -2597572 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2597848.750000 Penalty: 3284.549561
	Iteration 49Q: 3 clusters Score -2597849 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2598181.000000 Penalty: 3284.549561
	Iteration 50Q: 3 clusters Score -2598181 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -2598541.750000 Penalty: 3284.549561
	Iteration 51Q: 3 clusters Score -2598542 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2598989.250000 Penalty: 3284.549561
	Iteration 52Q: 3 clusters Score -2598989 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -2599418.000000 Penalty: 3284.549561
	Iteration 53Q: 3 clusters Score -2599418 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -2599723.500000 Penalty: 3284.549561
	Iteration 54Q: 3 clusters Score -2599724 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -2599937.000000 Penalty: 3284.549561
	Iteration 55Q: 3 clusters Score -2599937 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -2600069.000000 Penalty: 3284.549561
	Iteration 56Q: 3 clusters Score -2600069 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -2600137.250000 Penalty: 3284.549561
	Iteration 57Q: 3 clusters Score -2600137 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -2600159.250000 Penalty: 3284.549561
	Iteration 58Q: 3 clusters Score -2600159 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -2600172.750000 Penalty: 3284.549561
	Iteration 59Q: 3 clusters Score -2600173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -2600187.250000 Penalty: 3284.549561
	Iteration 60F: 3 clusters Score -2600187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -2600200.000000 Penalty: 3284.549561
	Iteration 61Q: 3 clusters Score -2600200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -2600204.000000 Penalty: 3284.549561
	Iteration 62Q: 3 clusters Score -2600204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -2600208.250000 Penalty: 3284.549561
	Iteration 63Q: 3 clusters Score -2600208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -2600207.750000 Penalty: 3284.549561
	Iteration 64Q: 3 clusters Score -2600208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -2600209.000000 Penalty: 3284.549561
	Iteration 65Q: 3 clusters Score -2600209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -2600209.500000 Penalty: 3284.549561
	Iteration 66Q: 3 clusters Score -2600210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -2600209.500000 Penalty: 3284.549561
	Iteration 67F: 3 clusters Score -2600210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Entering Unmasked Estep 
Score: -244216.140625 Penalty: 1287.720581
	Iteration 0F: 2 clusters Score -244216.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -241736.828125 Penalty: 2575.441162
	Iteration 0F: 3 clusters Score -241736.8 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -242865.437500 Penalty: 2575.441162
	Iteration 1F: 3 clusters Score -242865.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -243347.656250 Penalty: 2575.441162
	Iteration 2F: 3 clusters Score -243347.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -243676.406250 Penalty: 2575.441162
	Iteration 3F: 3 clusters Score -243676.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -243828.390625 Penalty: 2575.441162
	Iteration 4F: 3 clusters Score -243828.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -243935.625000 Penalty: 2575.441162
	Iteration 5Q: 3 clusters Score -243935.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -244032.046875 Penalty: 2575.441162
	Iteration 6Q: 3 clusters Score -244032 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -244146.984375 Penalty: 2575.441162
	Iteration 7Q: 3 clusters Score -244147 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -244231.656250 Penalty: 2575.441162
	Iteration 8Q: 3 clusters Score -244231.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -244296.796875 Penalty: 2575.441162
	Iteration 9Q: 3 clusters Score -244296.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -244350.703125 Penalty: 2575.441162
	Iteration 10Q: 3 clusters Score -244350.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -244387.187500 Penalty: 2575.441162
	Iteration 11Q: 3 clusters Score -244387.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -244419.218750 Penalty: 2575.441162
	Iteration 12Q: 3 clusters Score -244419.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -244447.062500 Penalty: 2575.441162
	Iteration 13Q: 3 clusters Score -244447.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -244466.984375 Penalty: 2575.441162
	Iteration 14Q: 3 clusters Score -244467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -244489.015625 Penalty: 2575.441162
	Iteration 15Q: 3 clusters Score -244489 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -244512.734375 Penalty: 2575.441162
	Iteration 16Q: 3 clusters Score -244512.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -244542.390625 Penalty: 2575.441162
	Iteration 17Q: 3 clusters Score -244542.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -244567.093750 Penalty: 2575.441162
	Iteration 18Q: 3 clusters Score -244567.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -244580.875000 Penalty: 2575.441162
	Iteration 19Q: 3 clusters Score -244580.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -244627.843750 Penalty: 2575.441162
	Iteration 20F: 3 clusters Score -244627.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -244660.906250 Penalty: 2575.441162
	Iteration 21Q: 3 clusters Score -244660.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -244668.265625 Penalty: 2575.441162
	Iteration 22Q: 3 clusters Score -244668.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -244677.046875 Penalty: 2575.441162
	Iteration 23Q: 3 clusters Score -244677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -244685.531250 Penalty: 2575.441162
	Iteration 24Q: 3 clusters Score -244685.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -244685.812500 Penalty: 2575.441162
	Iteration 25Q: 3 clusters Score -244685.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -244685.812500 Penalty: 2575.441162
	Iteration 26F: 3 clusters Score -244685.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1524 members 
Mstep: Class 3 contains 10343 members 
Mstep: Class 4 contains 14477 members 
Mstep: Class 5 contains 37126 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21295 members 
Mstep: Class 8 contains 2205 members 
Mstep: Class 9 contains 128332 members 
Mstep: Class 10 contains 24497 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 6135 members 
Mstep: Class 13 contains 32866 members 
Mstep: Class 14 contains 11339 members 
Mstep: Class 15 contains 13408 members 
Mstep: Class 16 contains 31873 members 
Mstep: Class 17 contains 6603 members 
Mstep: Class 18 contains 18924 members 
Mstep: Class 19 contains 5173 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 6725 members 
Mstep: Class 22 contains 174360 members 
Mstep: Class 23 contains 2285 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 18870 members 
Mstep: Class 26 contains 18126 members 
Mstep: Class 27 contains 43160 members 
Mstep: Class 28 contains 2282 members 
Entering Unmasked Estep 
Score: -65948784.000000 Penalty: 60839.660156
Splitting cluster 11 changes total score from -65949288.000000 to -65948784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (6135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Entering Unmasked Estep 
Score: -564832.625000 Penalty: 1417.286865
	Iteration 0F: 2 clusters Score -564832.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -560198.187500 Penalty: 2834.573730
	Iteration 0F: 3 clusters Score -560198.2 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -561977.062500 Penalty: 2834.573730
	Iteration 1F: 3 clusters Score -561977.1 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -562686.437500 Penalty: 2834.573730
	Iteration 2F: 3 clusters Score -562686.4 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -563336.812500 Penalty: 2834.573730
	Iteration 3F: 3 clusters Score -563336.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -563868.437500 Penalty: 2834.573730
	Iteration 4F: 3 clusters Score -563868.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -564289.687500 Penalty: 2834.573730
	Iteration 5F: 3 clusters Score -564289.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -564594.687500 Penalty: 2834.573730
	Iteration 6Q: 3 clusters Score -564594.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -564790.875000 Penalty: 2834.573730
	Iteration 7Q: 3 clusters Score -564790.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -564911.187500 Penalty: 2834.573730
	Iteration 8Q: 3 clusters Score -564911.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -564966.687500 Penalty: 2834.573730
	Iteration 9Q: 3 clusters Score -564966.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -564996.500000 Penalty: 2834.573730
	Iteration 10Q: 3 clusters Score -564996.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -565017.187500 Penalty: 2834.573730
	Iteration 11Q: 3 clusters Score -565017.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -565023.812500 Penalty: 2834.573730
	Iteration 12Q: 3 clusters Score -565023.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -565029.187500 Penalty: 2834.573730
	Iteration 13Q: 3 clusters Score -565029.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -565031.375000 Penalty: 2834.573730
	Iteration 14Q: 3 clusters Score -565031.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -565034.687500 Penalty: 2834.573730
	Iteration 15Q: 3 clusters Score -565034.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -565039.125000 Penalty: 2834.573730
	Iteration 16Q: 3 clusters Score -565039.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -565042.125000 Penalty: 2834.573730
	Iteration 17Q: 3 clusters Score -565042.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -565045.375000 Penalty: 2834.573730
	Iteration 18Q: 3 clusters Score -565045.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -565047.875000 Penalty: 2834.573730
	Iteration 19Q: 3 clusters Score -565047.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -565052.375000 Penalty: 2834.573730
	Iteration 20F: 3 clusters Score -565052.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -565059.250000 Penalty: 2834.573730
	Iteration 21Q: 3 clusters Score -565059.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -565061.125000 Penalty: 2834.573730
	Iteration 22Q: 3 clusters Score -565061.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -565063.437500 Penalty: 2834.573730
	Iteration 23Q: 3 clusters Score -565063.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -565066.187500 Penalty: 2834.573730
	Iteration 24Q: 3 clusters Score -565066.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -565068.250000 Penalty: 2834.573730
	Iteration 25Q: 3 clusters Score -565068.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -565067.937500 Penalty: 2834.573730
	Iteration 26Q: 3 clusters Score -565067.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -565070.000000 Penalty: 2834.573730
	Iteration 27Q: 3 clusters Score -565070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -565068.937500 Penalty: 2834.573730
	Iteration 28Q: 3 clusters Score -565068.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -565068.937500 Penalty: 2834.573730
	Iteration 29F: 3 clusters Score -565068.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1524 members 
Mstep: Class 3 contains 10343 members 
Mstep: Class 4 contains 14477 members 
Mstep: Class 5 contains 37126 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21295 members 
Mstep: Class 8 contains 2205 members 
Mstep: Class 9 contains 128332 members 
Mstep: Class 10 contains 24497 members 
Mstep: Class 11 contains 2764 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 32866 members 
Mstep: Class 14 contains 11339 members 
Mstep: Class 15 contains 13408 members 
Mstep: Class 16 contains 31873 members 
Mstep: Class 17 contains 6603 members 
Mstep: Class 18 contains 18924 members 
Mstep: Class 19 contains 5173 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 6725 members 
Mstep: Class 22 contains 174360 members 
Mstep: Class 23 contains 2285 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 18870 members 
Mstep: Class 26 contains 18126 members 
Mstep: Class 27 contains 43160 members 
Mstep: Class 28 contains 972 members 
Entering Unmasked Estep 
Score: -65948640.000000 Penalty: 60839.660156
Splitting cluster 12 changes total score from -65949288.000000 to -65948640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (32866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Entering Unmasked Estep 
Score: -3485151.750000 Penalty: 1690.031494
	Iteration 0F: 2 clusters Score -3485152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -3462997.750000 Penalty: 3380.062988
	Iteration 0F: 3 clusters Score -3462998 nChanged 15147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -3471565.750000 Penalty: 3380.062988
	Iteration 1F: 3 clusters Score -3471566 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -3472188.500000 Penalty: 3380.062988
	Iteration 2Q: 3 clusters Score -3472188 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -3472909.750000 Penalty: 3380.062988
	Iteration 3Q: 3 clusters Score -3472910 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -3473809.250000 Penalty: 3380.062988
	Iteration 4F: 3 clusters Score -3473809 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -3474807.500000 Penalty: 3380.062988
	Iteration 5F: 3 clusters Score -3474808 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3475881.250000 Penalty: 3380.062988
	Iteration 6F: 3 clusters Score -3475881 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -3477017.000000 Penalty: 3380.062988
	Iteration 7F: 3 clusters Score -3477017 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -3478216.500000 Penalty: 3380.062988
	Iteration 8F: 3 clusters Score -3478216 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -3479346.250000 Penalty: 3380.062988
	Iteration 9Q: 3 clusters Score -3479346 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -3480480.750000 Penalty: 3380.062988
	Iteration 10Q: 3 clusters Score -3480481 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -3481448.250000 Penalty: 3380.062988
	Iteration 11Q: 3 clusters Score -3481448 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -3482243.750000 Penalty: 3380.062988
	Iteration 12Q: 3 clusters Score -3482244 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -3482849.500000 Penalty: 3380.062988
	Iteration 13Q: 3 clusters Score -3482850 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -3483202.250000 Penalty: 3380.062988
	Iteration 14Q: 3 clusters Score -3483202 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -3483446.750000 Penalty: 3380.062988
	Iteration 15Q: 3 clusters Score -3483447 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -3483605.500000 Penalty: 3380.062988
	Iteration 16Q: 3 clusters Score -3483606 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -3483716.750000 Penalty: 3380.062988
	Iteration 17Q: 3 clusters Score -3483717 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -3483792.500000 Penalty: 3380.062988
	Iteration 18Q: 3 clusters Score -3483792 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -3483857.250000 Penalty: 3380.062988
	Iteration 19Q: 3 clusters Score -3483857 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -3483927.500000 Penalty: 3380.062988
	Iteration 20F: 3 clusters Score -3483928 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -3483980.000000 Penalty: 3380.062988
	Iteration 21Q: 3 clusters Score -3483980 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -3484033.000000 Penalty: 3380.062988
	Iteration 22Q: 3 clusters Score -3484033 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3484110.250000 Penalty: 3380.062988
	Iteration 23Q: 3 clusters Score -3484110 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3484153.000000 Penalty: 3380.062988
	Iteration 24Q: 3 clusters Score -3484153 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -3484218.750000 Penalty: 3380.062988
	Iteration 25Q: 3 clusters Score -3484219 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3484268.000000 Penalty: 3380.062988
	Iteration 26Q: 3 clusters Score -3484268 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3484317.250000 Penalty: 3380.062988
	Iteration 27Q: 3 clusters Score -3484317 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3484348.500000 Penalty: 3380.062988
	Iteration 28Q: 3 clusters Score -3484348 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3484376.250000 Penalty: 3380.062988
	Iteration 29Q: 3 clusters Score -3484376 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3484404.000000 Penalty: 3380.062988
	Iteration 30Q: 3 clusters Score -3484404 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3484424.250000 Penalty: 3380.062988
	Iteration 31Q: 3 clusters Score -3484424 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3484455.250000 Penalty: 3380.062988
	Iteration 32Q: 3 clusters Score -3484455 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3484481.000000 Penalty: 3380.062988
	Iteration 33Q: 3 clusters Score -3484481 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3484497.000000 Penalty: 3380.062988
	Iteration 34Q: 3 clusters Score -3484497 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3484515.750000 Penalty: 3380.062988
	Iteration 35Q: 3 clusters Score -3484516 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3484532.500000 Penalty: 3380.062988
	Iteration 36Q: 3 clusters Score -3484532 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3484544.250000 Penalty: 3380.062988
	Iteration 37Q: 3 clusters Score -3484544 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3484559.750000 Penalty: 3380.062988
	Iteration 38Q: 3 clusters Score -3484560 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3484573.250000 Penalty: 3380.062988
	Iteration 39Q: 3 clusters Score -3484573 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3484607.250000 Penalty: 3380.062988
	Iteration 40F: 3 clusters Score -3484607 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3484625.250000 Penalty: 3380.062988
	Iteration 41Q: 3 clusters Score -3484625 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3484632.750000 Penalty: 3380.062988
	Iteration 42Q: 3 clusters Score -3484633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3484653.750000 Penalty: 3380.062988
	Iteration 43Q: 3 clusters Score -3484654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3484653.000000 Penalty: 3380.062988
	Iteration 44Q: 3 clusters Score -3484653 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3484658.250000 Penalty: 3380.062988
	Iteration 45Q: 3 clusters Score -3484658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3484660.000000 Penalty: 3380.062988
	Iteration 46Q: 3 clusters Score -3484660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3484667.500000 Penalty: 3380.062988
	Iteration 47Q: 3 clusters Score -3484668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3484679.500000 Penalty: 3380.062988
	Iteration 48Q: 3 clusters Score -3484680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3484688.500000 Penalty: 3380.062988
	Iteration 49Q: 3 clusters Score -3484688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3484697.500000 Penalty: 3380.062988
	Iteration 50Q: 3 clusters Score -3484698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3484703.000000 Penalty: 3380.062988
	Iteration 51Q: 3 clusters Score -3484703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3484711.250000 Penalty: 3380.062988
	Iteration 52Q: 3 clusters Score -3484711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3484719.250000 Penalty: 3380.062988
	Iteration 53Q: 3 clusters Score -3484719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3484724.500000 Penalty: 3380.062988
	Iteration 54Q: 3 clusters Score -3484724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3484729.250000 Penalty: 3380.062988
	Iteration 55Q: 3 clusters Score -3484729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3484737.000000 Penalty: 3380.062988
	Iteration 56Q: 3 clusters Score -3484737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3484742.250000 Penalty: 3380.062988
	Iteration 57Q: 3 clusters Score -3484742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3484747.250000 Penalty: 3380.062988
	Iteration 58Q: 3 clusters Score -3484747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3484750.250000 Penalty: 3380.062988
	Iteration 59Q: 3 clusters Score -3484750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3484752.000000 Penalty: 3380.062988
	Iteration 60F: 3 clusters Score -3484752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3484752.000000 Penalty: 3380.062988
	Iteration 61Q: 3 clusters Score -3484752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3484754.000000 Penalty: 3380.062988
	Iteration 62Q: 3 clusters Score -3484754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3484758.250000 Penalty: 3380.062988
	Iteration 63Q: 3 clusters Score -3484758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3484760.500000 Penalty: 3380.062988
	Iteration 64Q: 3 clusters Score -3484760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3484763.000000 Penalty: 3380.062988
	Iteration 65Q: 3 clusters Score -3484763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3484759.250000 Penalty: 3380.062988
	Iteration 66Q: 3 clusters Score -3484759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3484764.500000 Penalty: 3380.062988
	Iteration 67Q: 3 clusters Score -3484764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3484781.500000 Penalty: 3380.062988
	Iteration 68Q: 3 clusters Score -3484782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3484790.500000 Penalty: 3380.062988
	Iteration 69Q: 3 clusters Score -3484790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3484806.750000 Penalty: 3380.062988
	Iteration 70Q: 3 clusters Score -3484807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3484822.250000 Penalty: 3380.062988
	Iteration 71Q: 3 clusters Score -3484822 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3484849.750000 Penalty: 3380.062988
	Iteration 72Q: 3 clusters Score -3484850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3484884.750000 Penalty: 3380.062988
	Iteration 73Q: 3 clusters Score -3484885 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3484951.000000 Penalty: 3380.062988
	Iteration 74Q: 3 clusters Score -3484951 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3484995.000000 Penalty: 3380.062988
	Iteration 75Q: 3 clusters Score -3484995 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3485012.500000 Penalty: 3380.062988
	Iteration 76Q: 3 clusters Score -3485012 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3485024.750000 Penalty: 3380.062988
	Iteration 77Q: 3 clusters Score -3485025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3485029.250000 Penalty: 3380.062988
	Iteration 78Q: 3 clusters Score -3485029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3485036.250000 Penalty: 3380.062988
	Iteration 79Q: 3 clusters Score -3485036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3485043.000000 Penalty: 3380.062988
	Iteration 80F: 3 clusters Score -3485043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3485047.250000 Penalty: 3380.062988
	Iteration 81Q: 3 clusters Score -3485047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3485053.500000 Penalty: 3380.062988
	Iteration 82Q: 3 clusters Score -3485054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3485055.000000 Penalty: 3380.062988
	Iteration 83Q: 3 clusters Score -3485055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3485060.750000 Penalty: 3380.062988
	Iteration 84Q: 3 clusters Score -3485061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3485064.500000 Penalty: 3380.062988
	Iteration 85Q: 3 clusters Score -3485064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3485060.000000 Penalty: 3380.062988
	Iteration 86Q: 3 clusters Score -3485060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3485065.750000 Penalty: 3380.062988
	Iteration 87Q: 3 clusters Score -3485066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3485065.250000 Penalty: 3380.062988
	Iteration 88Q: 3 clusters Score -3485065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3485070.750000 Penalty: 3380.062988
	Iteration 89Q: 3 clusters Score -3485071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3485069.000000 Penalty: 3380.062988
	Iteration 90Q: 3 clusters Score -3485069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3485067.750000 Penalty: 3380.062988
	Iteration 91Q: 3 clusters Score -3485068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3485079.750000 Penalty: 3380.062988
	Iteration 92Q: 3 clusters Score -3485080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3485077.000000 Penalty: 3380.062988
	Iteration 93Q: 3 clusters Score -3485077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3485080.250000 Penalty: 3380.062988
	Iteration 94Q: 3 clusters Score -3485080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3485082.750000 Penalty: 3380.062988
	Iteration 95Q: 3 clusters Score -3485083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3485084.250000 Penalty: 3380.062988
	Iteration 96Q: 3 clusters Score -3485084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3485091.250000 Penalty: 3380.062988
	Iteration 97Q: 3 clusters Score -3485091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3485090.250000 Penalty: 3380.062988
	Iteration 98Q: 3 clusters Score -3485090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3485092.750000 Penalty: 3380.062988
	Iteration 99Q: 3 clusters Score -3485093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3485096.750000 Penalty: 3380.062988
	Iteration 100F: 3 clusters Score -3485097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3485102.250000 Penalty: 3380.062988
	Iteration 101Q: 3 clusters Score -3485102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3485104.250000 Penalty: 3380.062988
	Iteration 102Q: 3 clusters Score -3485104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3485106.250000 Penalty: 3380.062988
	Iteration 103Q: 3 clusters Score -3485106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3485105.750000 Penalty: 3380.062988
	Iteration 104Q: 3 clusters Score -3485106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3485109.750000 Penalty: 3380.062988
	Iteration 105Q: 3 clusters Score -3485110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3485110.250000 Penalty: 3380.062988
	Iteration 106Q: 3 clusters Score -3485110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3485116.250000 Penalty: 3380.062988
	Iteration 107Q: 3 clusters Score -3485116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3485116.000000 Penalty: 3380.062988
	Iteration 108Q: 3 clusters Score -3485116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3485115.750000 Penalty: 3380.062988
	Iteration 109Q: 3 clusters Score -3485116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3485113.250000 Penalty: 3380.062988
	Iteration 110Q: 3 clusters Score -3485113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3485114.250000 Penalty: 3380.062988
	Iteration 111Q: 3 clusters Score -3485114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3485114.250000 Penalty: 3380.062988
	Iteration 112F: 3 clusters Score -3485114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Entering Unmasked Estep 
Score: -1161170.500000 Penalty: 1517.100586
	Iteration 0F: 2 clusters Score -1161170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1153098.375000 Penalty: 3034.201172
	Iteration 0F: 3 clusters Score -1153098 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1155727.500000 Penalty: 3034.201172
	Iteration 1F: 3 clusters Score -1155728 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1156020.375000 Penalty: 3034.201172
	Iteration 2F: 3 clusters Score -1156020 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1156284.500000 Penalty: 3034.201172
	Iteration 3F: 3 clusters Score -1156284 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1156559.875000 Penalty: 3034.201172
	Iteration 4Q: 3 clusters Score -1156560 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1156933.875000 Penalty: 3034.201172
	Iteration 5F: 3 clusters Score -1156934 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1157360.000000 Penalty: 3034.201172
	Iteration 6F: 3 clusters Score -1157360 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1157860.125000 Penalty: 3034.201172
	Iteration 7F: 3 clusters Score -1157860 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1158346.625000 Penalty: 3034.201172
	Iteration 8F: 3 clusters Score -1158347 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1158786.500000 Penalty: 3034.201172
	Iteration 9F: 3 clusters Score -1158786 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1159138.500000 Penalty: 3034.201172
	Iteration 10Q: 3 clusters Score -1159138 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1159403.500000 Penalty: 3034.201172
	Iteration 11Q: 3 clusters Score -1159404 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1159616.750000 Penalty: 3034.201172
	Iteration 12Q: 3 clusters Score -1159617 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1159830.500000 Penalty: 3034.201172
	Iteration 13Q: 3 clusters Score -1159830 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1160034.375000 Penalty: 3034.201172
	Iteration 14Q: 3 clusters Score -1160034 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1160216.000000 Penalty: 3034.201172
	Iteration 15Q: 3 clusters Score -1160216 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1160341.375000 Penalty: 3034.201172
	Iteration 16Q: 3 clusters Score -1160341 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1160434.875000 Penalty: 3034.201172
	Iteration 17Q: 3 clusters Score -1160435 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1160512.875000 Penalty: 3034.201172
	Iteration 18Q: 3 clusters Score -1160513 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1160592.250000 Penalty: 3034.201172
	Iteration 19Q: 3 clusters Score -1160592 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1160669.625000 Penalty: 3034.201172
	Iteration 20F: 3 clusters Score -1160670 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1160741.625000 Penalty: 3034.201172
	Iteration 21Q: 3 clusters Score -1160742 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1160820.125000 Penalty: 3034.201172
	Iteration 22Q: 3 clusters Score -1160820 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1160899.875000 Penalty: 3034.201172
	Iteration 23Q: 3 clusters Score -1160900 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1160950.625000 Penalty: 3034.201172
	Iteration 24Q: 3 clusters Score -1160951 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1160987.625000 Penalty: 3034.201172
	Iteration 25Q: 3 clusters Score -1160988 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1161012.500000 Penalty: 3034.201172
	Iteration 26Q: 3 clusters Score -1161012 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1161033.500000 Penalty: 3034.201172
	Iteration 27Q: 3 clusters Score -1161034 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1161044.750000 Penalty: 3034.201172
	Iteration 28Q: 3 clusters Score -1161045 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1161051.625000 Penalty: 3034.201172
	Iteration 29Q: 3 clusters Score -1161052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1161054.625000 Penalty: 3034.201172
	Iteration 30Q: 3 clusters Score -1161055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1161058.750000 Penalty: 3034.201172
	Iteration 31Q: 3 clusters Score -1161059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1161063.500000 Penalty: 3034.201172
	Iteration 32Q: 3 clusters Score -1161064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1161064.250000 Penalty: 3034.201172
	Iteration 33Q: 3 clusters Score -1161064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1161065.625000 Penalty: 3034.201172
	Iteration 34Q: 3 clusters Score -1161066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1161065.000000 Penalty: 3034.201172
	Iteration 35Q: 3 clusters Score -1161065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1161065.250000 Penalty: 3034.201172
	Iteration 36Q: 3 clusters Score -1161065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1161065.875000 Penalty: 3034.201172
	Iteration 37Q: 3 clusters Score -1161066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1161065.750000 Penalty: 3034.201172
	Iteration 38Q: 3 clusters Score -1161066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1161065.750000 Penalty: 3034.201172
	Iteration 39F: 3 clusters Score -1161066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Entering Unmasked Estep 
Score: -1414117.625000 Penalty: 1544.336060
	Iteration 0F: 2 clusters Score -1414118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1404834.375000 Penalty: 3088.672119
	Iteration 0F: 3 clusters Score -1404834 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1408064.500000 Penalty: 3088.672119
	Iteration 1F: 3 clusters Score -1408064 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1408440.750000 Penalty: 3088.672119
	Iteration 2F: 3 clusters Score -1408441 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1408768.875000 Penalty: 3088.672119
	Iteration 3F: 3 clusters Score -1408769 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1409111.500000 Penalty: 3088.672119
	Iteration 4Q: 3 clusters Score -1409112 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1409437.625000 Penalty: 3088.672119
	Iteration 5Q: 3 clusters Score -1409438 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1409756.875000 Penalty: 3088.672119
	Iteration 6Q: 3 clusters Score -1409757 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1410103.875000 Penalty: 3088.672119
	Iteration 7Q: 3 clusters Score -1410104 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1410442.125000 Penalty: 3088.672119
	Iteration 8Q: 3 clusters Score -1410442 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1410784.750000 Penalty: 3088.672119
	Iteration 9Q: 3 clusters Score -1410785 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1411100.125000 Penalty: 3088.672119
	Iteration 10Q: 3 clusters Score -1411100 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1411351.625000 Penalty: 3088.672119
	Iteration 11Q: 3 clusters Score -1411352 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1411506.875000 Penalty: 3088.672119
	Iteration 12Q: 3 clusters Score -1411507 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1411599.625000 Penalty: 3088.672119
	Iteration 13Q: 3 clusters Score -1411600 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1411666.875000 Penalty: 3088.672119
	Iteration 14Q: 3 clusters Score -1411667 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1411710.875000 Penalty: 3088.672119
	Iteration 15Q: 3 clusters Score -1411711 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1411735.125000 Penalty: 3088.672119
	Iteration 16Q: 3 clusters Score -1411735 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1411765.125000 Penalty: 3088.672119
	Iteration 17Q: 3 clusters Score -1411765 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1411777.625000 Penalty: 3088.672119
	Iteration 18Q: 3 clusters Score -1411778 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1411798.750000 Penalty: 3088.672119
	Iteration 19Q: 3 clusters Score -1411799 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1411807.250000 Penalty: 3088.672119
	Iteration 20F: 3 clusters Score -1411807 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1411816.000000 Penalty: 3088.672119
	Iteration 21Q: 3 clusters Score -1411816 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1411822.750000 Penalty: 3088.672119
	Iteration 22Q: 3 clusters Score -1411823 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1411834.125000 Penalty: 3088.672119
	Iteration 23Q: 3 clusters Score -1411834 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1411834.500000 Penalty: 3088.672119
	Iteration 24Q: 3 clusters Score -1411834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1411843.500000 Penalty: 3088.672119
	Iteration 25Q: 3 clusters Score -1411844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1411842.250000 Penalty: 3088.672119
	Iteration 26Q: 3 clusters Score -1411842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1411845.500000 Penalty: 3088.672119
	Iteration 27Q: 3 clusters Score -1411846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1411846.375000 Penalty: 3088.672119
	Iteration 28Q: 3 clusters Score -1411846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1411855.500000 Penalty: 3088.672119
	Iteration 29Q: 3 clusters Score -1411856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1411859.125000 Penalty: 3088.672119
	Iteration 30Q: 3 clusters Score -1411859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1411861.750000 Penalty: 3088.672119
	Iteration 31Q: 3 clusters Score -1411862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1411867.250000 Penalty: 3088.672119
	Iteration 32Q: 3 clusters Score -1411867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1411868.875000 Penalty: 3088.672119
	Iteration 33Q: 3 clusters Score -1411869 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1411870.750000 Penalty: 3088.672119
	Iteration 34Q: 3 clusters Score -1411871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1411877.000000 Penalty: 3088.672119
	Iteration 35Q: 3 clusters Score -1411877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1411879.125000 Penalty: 3088.672119
	Iteration 36Q: 3 clusters Score -1411879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1411882.500000 Penalty: 3088.672119
	Iteration 37Q: 3 clusters Score -1411882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1411887.250000 Penalty: 3088.672119
	Iteration 38Q: 3 clusters Score -1411887 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1411893.625000 Penalty: 3088.672119
	Iteration 39Q: 3 clusters Score -1411894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1411896.625000 Penalty: 3088.672119
	Iteration 40F: 3 clusters Score -1411897 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1411899.250000 Penalty: 3088.672119
	Iteration 41Q: 3 clusters Score -1411899 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1411904.875000 Penalty: 3088.672119
	Iteration 42Q: 3 clusters Score -1411905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1411906.750000 Penalty: 3088.672119
	Iteration 43Q: 3 clusters Score -1411907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1411909.875000 Penalty: 3088.672119
	Iteration 44Q: 3 clusters Score -1411910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1411912.000000 Penalty: 3088.672119
	Iteration 45Q: 3 clusters Score -1411912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1411916.500000 Penalty: 3088.672119
	Iteration 46Q: 3 clusters Score -1411916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1411917.250000 Penalty: 3088.672119
	Iteration 47Q: 3 clusters Score -1411917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1411917.750000 Penalty: 3088.672119
	Iteration 48Q: 3 clusters Score -1411918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1411922.500000 Penalty: 3088.672119
	Iteration 49Q: 3 clusters Score -1411922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1411919.500000 Penalty: 3088.672119
	Iteration 50Q: 3 clusters Score -1411920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1411922.375000 Penalty: 3088.672119
	Iteration 51Q: 3 clusters Score -1411922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1411922.500000 Penalty: 3088.672119
	Iteration 52Q: 3 clusters Score -1411922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1411923.750000 Penalty: 3088.672119
	Iteration 53Q: 3 clusters Score -1411924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1411931.000000 Penalty: 3088.672119
	Iteration 54Q: 3 clusters Score -1411931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1411932.125000 Penalty: 3088.672119
	Iteration 55Q: 3 clusters Score -1411932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1411934.000000 Penalty: 3088.672119
	Iteration 56Q: 3 clusters Score -1411934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1411940.000000 Penalty: 3088.672119
	Iteration 57Q: 3 clusters Score -1411940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1411942.000000 Penalty: 3088.672119
	Iteration 58Q: 3 clusters Score -1411942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1411941.000000 Penalty: 3088.672119
	Iteration 59Q: 3 clusters Score -1411941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1411942.250000 Penalty: 3088.672119
	Iteration 60F: 3 clusters Score -1411942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1411942.750000 Penalty: 3088.672119
	Iteration 61Q: 3 clusters Score -1411943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1411950.000000 Penalty: 3088.672119
	Iteration 62Q: 3 clusters Score -1411950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1411957.625000 Penalty: 3088.672119
	Iteration 63Q: 3 clusters Score -1411958 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1411961.875000 Penalty: 3088.672119
	Iteration 64Q: 3 clusters Score -1411962 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1411967.500000 Penalty: 3088.672119
	Iteration 65Q: 3 clusters Score -1411968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1411975.375000 Penalty: 3088.672119
	Iteration 66Q: 3 clusters Score -1411975 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1411985.500000 Penalty: 3088.672119
	Iteration 67Q: 3 clusters Score -1411986 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1411995.375000 Penalty: 3088.672119
	Iteration 68Q: 3 clusters Score -1411995 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1412008.000000 Penalty: 3088.672119
	Iteration 69Q: 3 clusters Score -1412008 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1412015.250000 Penalty: 3088.672119
	Iteration 70Q: 3 clusters Score -1412015 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1412022.125000 Penalty: 3088.672119
	Iteration 71Q: 3 clusters Score -1412022 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1412036.125000 Penalty: 3088.672119
	Iteration 72Q: 3 clusters Score -1412036 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1412044.250000 Penalty: 3088.672119
	Iteration 73Q: 3 clusters Score -1412044 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1412054.875000 Penalty: 3088.672119
	Iteration 74Q: 3 clusters Score -1412055 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1412070.125000 Penalty: 3088.672119
	Iteration 75Q: 3 clusters Score -1412070 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1412084.750000 Penalty: 3088.672119
	Iteration 76Q: 3 clusters Score -1412085 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1412097.750000 Penalty: 3088.672119
	Iteration 77Q: 3 clusters Score -1412098 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1412111.500000 Penalty: 3088.672119
	Iteration 78Q: 3 clusters Score -1412112 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1412133.875000 Penalty: 3088.672119
	Iteration 79Q: 3 clusters Score -1412134 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1412156.000000 Penalty: 3088.672119
	Iteration 80F: 3 clusters Score -1412156 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1412172.125000 Penalty: 3088.672119
	Iteration 81Q: 3 clusters Score -1412172 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1412185.875000 Penalty: 3088.672119
	Iteration 82Q: 3 clusters Score -1412186 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1412212.375000 Penalty: 3088.672119
	Iteration 83Q: 3 clusters Score -1412212 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1412245.500000 Penalty: 3088.672119
	Iteration 84Q: 3 clusters Score -1412246 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1412276.750000 Penalty: 3088.672119
	Iteration 85Q: 3 clusters Score -1412277 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1412314.500000 Penalty: 3088.672119
	Iteration 86Q: 3 clusters Score -1412314 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1412354.000000 Penalty: 3088.672119
	Iteration 87Q: 3 clusters Score -1412354 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1412404.250000 Penalty: 3088.672119
	Iteration 88Q: 3 clusters Score -1412404 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1412450.875000 Penalty: 3088.672119
	Iteration 89Q: 3 clusters Score -1412451 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1412505.000000 Penalty: 3088.672119
	Iteration 90Q: 3 clusters Score -1412505 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1412560.250000 Penalty: 3088.672119
	Iteration 91Q: 3 clusters Score -1412560 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1412608.875000 Penalty: 3088.672119
	Iteration 92Q: 3 clusters Score -1412609 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1412660.375000 Penalty: 3088.672119
	Iteration 93Q: 3 clusters Score -1412660 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1412703.000000 Penalty: 3088.672119
	Iteration 94Q: 3 clusters Score -1412703 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1412747.750000 Penalty: 3088.672119
	Iteration 95Q: 3 clusters Score -1412748 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1412778.625000 Penalty: 3088.672119
	Iteration 96Q: 3 clusters Score -1412779 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1412806.125000 Penalty: 3088.672119
	Iteration 97Q: 3 clusters Score -1412806 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1412836.250000 Penalty: 3088.672119
	Iteration 98Q: 3 clusters Score -1412836 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1412862.500000 Penalty: 3088.672119
	Iteration 99Q: 3 clusters Score -1412862 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1412889.250000 Penalty: 3088.672119
	Iteration 100F: 3 clusters Score -1412889 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1412913.750000 Penalty: 3088.672119
	Iteration 101Q: 3 clusters Score -1412914 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1412946.875000 Penalty: 3088.672119
	Iteration 102Q: 3 clusters Score -1412947 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1412974.625000 Penalty: 3088.672119
	Iteration 103Q: 3 clusters Score -1412975 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1412998.375000 Penalty: 3088.672119
	Iteration 104Q: 3 clusters Score -1412998 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1413018.750000 Penalty: 3088.672119
	Iteration 105Q: 3 clusters Score -1413019 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1413035.500000 Penalty: 3088.672119
	Iteration 106Q: 3 clusters Score -1413036 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1413054.750000 Penalty: 3088.672119
	Iteration 107Q: 3 clusters Score -1413055 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1413069.875000 Penalty: 3088.672119
	Iteration 108Q: 3 clusters Score -1413070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1413092.125000 Penalty: 3088.672119
	Iteration 109Q: 3 clusters Score -1413092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1413104.500000 Penalty: 3088.672119
	Iteration 110Q: 3 clusters Score -1413104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1413121.750000 Penalty: 3088.672119
	Iteration 111Q: 3 clusters Score -1413122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1413138.000000 Penalty: 3088.672119
	Iteration 112Q: 3 clusters Score -1413138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1413162.250000 Penalty: 3088.672119
	Iteration 113Q: 3 clusters Score -1413162 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1413207.500000 Penalty: 3088.672119
	Iteration 114Q: 3 clusters Score -1413208 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1413281.500000 Penalty: 3088.672119
	Iteration 115Q: 3 clusters Score -1413282 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1413367.625000 Penalty: 3088.672119
	Iteration 116Q: 3 clusters Score -1413368 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1413439.125000 Penalty: 3088.672119
	Iteration 117Q: 3 clusters Score -1413439 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1413457.500000 Penalty: 3088.672119
	Iteration 118Q: 3 clusters Score -1413458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1413471.125000 Penalty: 3088.672119
	Iteration 119Q: 3 clusters Score -1413471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1413472.875000 Penalty: 3088.672119
	Iteration 120F: 3 clusters Score -1413473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1413475.750000 Penalty: 3088.672119
	Iteration 121Q: 3 clusters Score -1413476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1413476.500000 Penalty: 3088.672119
	Iteration 122Q: 3 clusters Score -1413476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1413477.000000 Penalty: 3088.672119
	Iteration 123Q: 3 clusters Score -1413477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1413477.000000 Penalty: 3088.672119
	Iteration 124F: 3 clusters Score -1413477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Entering Unmasked Estep 
Score: -3394994.750000 Penalty: 1685.046143
	Iteration 0F: 2 clusters Score -3394995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3373528.500000 Penalty: 3370.092285
	Iteration 0F: 3 clusters Score -3373528 nChanged 14719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -3381392.750000 Penalty: 3370.092285
	Iteration 1F: 3 clusters Score -3381393 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -3381718.500000 Penalty: 3370.092285
	Iteration 2Q: 3 clusters Score -3381718 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -3382059.750000 Penalty: 3370.092285
	Iteration 3Q: 3 clusters Score -3382060 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -3382524.000000 Penalty: 3370.092285
	Iteration 4Q: 3 clusters Score -3382524 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -3383049.000000 Penalty: 3370.092285
	Iteration 5Q: 3 clusters Score -3383049 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -3383954.750000 Penalty: 3370.092285
	Iteration 6F: 3 clusters Score -3383955 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -3385172.500000 Penalty: 3370.092285
	Iteration 7F: 3 clusters Score -3385172 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -3386779.000000 Penalty: 3370.092285
	Iteration 8F: 3 clusters Score -3386779 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -3388426.750000 Penalty: 3370.092285
	Iteration 9F: 3 clusters Score -3388427 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -3389954.500000 Penalty: 3370.092285
	Iteration 10F: 3 clusters Score -3389954 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -3391277.750000 Penalty: 3370.092285
	Iteration 11Q: 3 clusters Score -3391278 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -3392169.500000 Penalty: 3370.092285
	Iteration 12Q: 3 clusters Score -3392170 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -3392585.750000 Penalty: 3370.092285
	Iteration 13Q: 3 clusters Score -3392586 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -3392765.750000 Penalty: 3370.092285
	Iteration 14Q: 3 clusters Score -3392766 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -3392901.250000 Penalty: 3370.092285
	Iteration 15Q: 3 clusters Score -3392901 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -3392981.250000 Penalty: 3370.092285
	Iteration 16Q: 3 clusters Score -3392981 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -3393026.750000 Penalty: 3370.092285
	Iteration 17Q: 3 clusters Score -3393027 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -3393069.750000 Penalty: 3370.092285
	Iteration 18Q: 3 clusters Score -3393070 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -3393105.250000 Penalty: 3370.092285
	Iteration 19Q: 3 clusters Score -3393105 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -3393146.750000 Penalty: 3370.092285
	Iteration 20F: 3 clusters Score -3393147 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -3393165.500000 Penalty: 3370.092285
	Iteration 21Q: 3 clusters Score -3393166 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -3393191.750000 Penalty: 3370.092285
	Iteration 22Q: 3 clusters Score -3393192 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -3393215.750000 Penalty: 3370.092285
	Iteration 23Q: 3 clusters Score -3393216 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -3393238.000000 Penalty: 3370.092285
	Iteration 24Q: 3 clusters Score -3393238 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -3393259.000000 Penalty: 3370.092285
	Iteration 25Q: 3 clusters Score -3393259 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -3393265.750000 Penalty: 3370.092285
	Iteration 26Q: 3 clusters Score -3393266 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -3393286.750000 Penalty: 3370.092285
	Iteration 27Q: 3 clusters Score -3393287 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -3393294.250000 Penalty: 3370.092285
	Iteration 28Q: 3 clusters Score -3393294 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -3393310.750000 Penalty: 3370.092285
	Iteration 29Q: 3 clusters Score -3393311 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -3393317.750000 Penalty: 3370.092285
	Iteration 30Q: 3 clusters Score -3393318 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -3393329.250000 Penalty: 3370.092285
	Iteration 31Q: 3 clusters Score -3393329 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -3393350.250000 Penalty: 3370.092285
	Iteration 32Q: 3 clusters Score -3393350 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -3393381.750000 Penalty: 3370.092285
	Iteration 33Q: 3 clusters Score -3393382 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -3393391.250000 Penalty: 3370.092285
	Iteration 34Q: 3 clusters Score -3393391 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -3393399.500000 Penalty: 3370.092285
	Iteration 35Q: 3 clusters Score -3393400 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -3393414.750000 Penalty: 3370.092285
	Iteration 36Q: 3 clusters Score -3393415 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -3393438.750000 Penalty: 3370.092285
	Iteration 37Q: 3 clusters Score -3393439 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -3393456.750000 Penalty: 3370.092285
	Iteration 38Q: 3 clusters Score -3393457 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -3393470.750000 Penalty: 3370.092285
	Iteration 39Q: 3 clusters Score -3393471 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -3393487.750000 Penalty: 3370.092285
	Iteration 40F: 3 clusters Score -3393488 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -3393512.250000 Penalty: 3370.092285
	Iteration 41Q: 3 clusters Score -3393512 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -3393530.250000 Penalty: 3370.092285
	Iteration 42Q: 3 clusters Score -3393530 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -3393548.250000 Penalty: 3370.092285
	Iteration 43Q: 3 clusters Score -3393548 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -3393569.000000 Penalty: 3370.092285
	Iteration 44Q: 3 clusters Score -3393569 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -3393585.250000 Penalty: 3370.092285
	Iteration 45Q: 3 clusters Score -3393585 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -3393594.000000 Penalty: 3370.092285
	Iteration 46Q: 3 clusters Score -3393594 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -3393604.500000 Penalty: 3370.092285
	Iteration 47Q: 3 clusters Score -3393604 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -3393626.000000 Penalty: 3370.092285
	Iteration 48Q: 3 clusters Score -3393626 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -3393639.500000 Penalty: 3370.092285
	Iteration 49Q: 3 clusters Score -3393640 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -3393654.000000 Penalty: 3370.092285
	Iteration 50Q: 3 clusters Score -3393654 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -3393679.250000 Penalty: 3370.092285
	Iteration 51Q: 3 clusters Score -3393679 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -3393691.750000 Penalty: 3370.092285
	Iteration 52Q: 3 clusters Score -3393692 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -3393725.750000 Penalty: 3370.092285
	Iteration 53Q: 3 clusters Score -3393726 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -3393743.250000 Penalty: 3370.092285
	Iteration 54Q: 3 clusters Score -3393743 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -3393761.750000 Penalty: 3370.092285
	Iteration 55Q: 3 clusters Score -3393762 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -3393782.500000 Penalty: 3370.092285
	Iteration 56Q: 3 clusters Score -3393782 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -3393793.000000 Penalty: 3370.092285
	Iteration 57Q: 3 clusters Score -3393793 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -3393816.750000 Penalty: 3370.092285
	Iteration 58Q: 3 clusters Score -3393817 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -3393835.000000 Penalty: 3370.092285
	Iteration 59Q: 3 clusters Score -3393835 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -3393858.750000 Penalty: 3370.092285
	Iteration 60F: 3 clusters Score -3393859 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -3393870.750000 Penalty: 3370.092285
	Iteration 61Q: 3 clusters Score -3393871 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -3393887.000000 Penalty: 3370.092285
	Iteration 62Q: 3 clusters Score -3393887 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -3393902.750000 Penalty: 3370.092285
	Iteration 63Q: 3 clusters Score -3393903 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -3393914.750000 Penalty: 3370.092285
	Iteration 64Q: 3 clusters Score -3393915 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -3393929.250000 Penalty: 3370.092285
	Iteration 65Q: 3 clusters Score -3393929 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -3393943.250000 Penalty: 3370.092285
	Iteration 66Q: 3 clusters Score -3393943 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -3393947.750000 Penalty: 3370.092285
	Iteration 67Q: 3 clusters Score -3393948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -3393969.500000 Penalty: 3370.092285
	Iteration 68Q: 3 clusters Score -3393970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -3393983.500000 Penalty: 3370.092285
	Iteration 69Q: 3 clusters Score -3393984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -3394000.500000 Penalty: 3370.092285
	Iteration 70Q: 3 clusters Score -3394000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -3394017.000000 Penalty: 3370.092285
	Iteration 71Q: 3 clusters Score -3394017 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -3394020.750000 Penalty: 3370.092285
	Iteration 72Q: 3 clusters Score -3394021 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -3394029.750000 Penalty: 3370.092285
	Iteration 73Q: 3 clusters Score -3394030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -3394038.500000 Penalty: 3370.092285
	Iteration 74Q: 3 clusters Score -3394038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -3394046.750000 Penalty: 3370.092285
	Iteration 75Q: 3 clusters Score -3394047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -3394048.000000 Penalty: 3370.092285
	Iteration 76Q: 3 clusters Score -3394048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -3394054.250000 Penalty: 3370.092285
	Iteration 77Q: 3 clusters Score -3394054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -3394058.750000 Penalty: 3370.092285
	Iteration 78Q: 3 clusters Score -3394059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -3394058.500000 Penalty: 3370.092285
	Iteration 79Q: 3 clusters Score -3394058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -3394061.000000 Penalty: 3370.092285
	Iteration 80F: 3 clusters Score -3394061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -3394067.750000 Penalty: 3370.092285
	Iteration 81Q: 3 clusters Score -3394068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -3394072.500000 Penalty: 3370.092285
	Iteration 82Q: 3 clusters Score -3394072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -3394089.250000 Penalty: 3370.092285
	Iteration 83Q: 3 clusters Score -3394089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -3394096.500000 Penalty: 3370.092285
	Iteration 84Q: 3 clusters Score -3394096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -3394108.000000 Penalty: 3370.092285
	Iteration 85Q: 3 clusters Score -3394108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -3394120.000000 Penalty: 3370.092285
	Iteration 86Q: 3 clusters Score -3394120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -3394132.000000 Penalty: 3370.092285
	Iteration 87Q: 3 clusters Score -3394132 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -3394147.750000 Penalty: 3370.092285
	Iteration 88Q: 3 clusters Score -3394148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -3394149.250000 Penalty: 3370.092285
	Iteration 89Q: 3 clusters Score -3394149 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -3394171.250000 Penalty: 3370.092285
	Iteration 90Q: 3 clusters Score -3394171 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -3394183.500000 Penalty: 3370.092285
	Iteration 91Q: 3 clusters Score -3394184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -3394178.500000 Penalty: 3370.092285
	Iteration 92Q: 3 clusters Score -3394178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -3394181.000000 Penalty: 3370.092285
	Iteration 93Q: 3 clusters Score -3394181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -3394186.250000 Penalty: 3370.092285
	Iteration 94Q: 3 clusters Score -3394186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -3394188.250000 Penalty: 3370.092285
	Iteration 95Q: 3 clusters Score -3394188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -3394184.750000 Penalty: 3370.092285
	Iteration 96Q: 3 clusters Score -3394185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -3394193.500000 Penalty: 3370.092285
	Iteration 97Q: 3 clusters Score -3394194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -3394195.000000 Penalty: 3370.092285
	Iteration 98Q: 3 clusters Score -3394195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -3394191.000000 Penalty: 3370.092285
	Iteration 99Q: 3 clusters Score -3394191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -3394191.500000 Penalty: 3370.092285
	Iteration 100F: 3 clusters Score -3394192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -3394196.000000 Penalty: 3370.092285
	Iteration 101Q: 3 clusters Score -3394196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -3394201.000000 Penalty: 3370.092285
	Iteration 102Q: 3 clusters Score -3394201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -3394203.750000 Penalty: 3370.092285
	Iteration 103Q: 3 clusters Score -3394204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -3394201.000000 Penalty: 3370.092285
	Iteration 104Q: 3 clusters Score -3394201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -3394205.500000 Penalty: 3370.092285
	Iteration 105Q: 3 clusters Score -3394206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -3394208.250000 Penalty: 3370.092285
	Iteration 106Q: 3 clusters Score -3394208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -3394207.000000 Penalty: 3370.092285
	Iteration 107Q: 3 clusters Score -3394207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -3394212.000000 Penalty: 3370.092285
	Iteration 108Q: 3 clusters Score -3394212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -3394215.750000 Penalty: 3370.092285
	Iteration 109Q: 3 clusters Score -3394216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -3394219.500000 Penalty: 3370.092285
	Iteration 110Q: 3 clusters Score -3394220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -3394223.250000 Penalty: 3370.092285
	Iteration 111Q: 3 clusters Score -3394223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -3394230.000000 Penalty: 3370.092285
	Iteration 112Q: 3 clusters Score -3394230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -3394232.500000 Penalty: 3370.092285
	Iteration 113Q: 3 clusters Score -3394232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -3394235.750000 Penalty: 3370.092285
	Iteration 114Q: 3 clusters Score -3394236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -3394237.750000 Penalty: 3370.092285
	Iteration 115Q: 3 clusters Score -3394238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -3394236.500000 Penalty: 3370.092285
	Iteration 116Q: 3 clusters Score -3394236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -3394237.750000 Penalty: 3370.092285
	Iteration 117Q: 3 clusters Score -3394238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -3394240.250000 Penalty: 3370.092285
	Iteration 118Q: 3 clusters Score -3394240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -3394247.250000 Penalty: 3370.092285
	Iteration 119Q: 3 clusters Score -3394247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -3394248.500000 Penalty: 3370.092285
	Iteration 120F: 3 clusters Score -3394248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -3394247.500000 Penalty: 3370.092285
	Iteration 121Q: 3 clusters Score -3394248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -3394250.750000 Penalty: 3370.092285
	Iteration 122Q: 3 clusters Score -3394251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -3394248.750000 Penalty: 3370.092285
	Iteration 123Q: 3 clusters Score -3394249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -3394248.750000 Penalty: 3370.092285
	Iteration 124F: 3 clusters Score -3394249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Entering Unmasked Estep 
Score: -688280.437500 Penalty: 1429.232910
	Iteration 0F: 2 clusters Score -688280.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -683289.812500 Penalty: 2858.465820
	Iteration 0F: 3 clusters Score -683289.8 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -684737.875000 Penalty: 2858.465820
	Iteration 1F: 3 clusters Score -684737.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -684928.625000 Penalty: 2858.465820
	Iteration 2F: 3 clusters Score -684928.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -685048.875000 Penalty: 2858.465820
	Iteration 3Q: 3 clusters Score -685048.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -685140.687500 Penalty: 2858.465820
	Iteration 4Q: 3 clusters Score -685140.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -685231.187500 Penalty: 2858.465820
	Iteration 5Q: 3 clusters Score -685231.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -685296.937500 Penalty: 2858.465820
	Iteration 6Q: 3 clusters Score -685296.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -685362.937500 Penalty: 2858.465820
	Iteration 7Q: 3 clusters Score -685362.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -685435.687500 Penalty: 2858.465820
	Iteration 8Q: 3 clusters Score -685435.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -685503.875000 Penalty: 2858.465820
	Iteration 9Q: 3 clusters Score -685503.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -685571.812500 Penalty: 2858.465820
	Iteration 10Q: 3 clusters Score -685571.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -685633.375000 Penalty: 2858.465820
	Iteration 11Q: 3 clusters Score -685633.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -685713.812500 Penalty: 2858.465820
	Iteration 12Q: 3 clusters Score -685713.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -685784.375000 Penalty: 2858.465820
	Iteration 13Q: 3 clusters Score -685784.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -685841.000000 Penalty: 2858.465820
	Iteration 14Q: 3 clusters Score -685841 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -685895.000000 Penalty: 2858.465820
	Iteration 15Q: 3 clusters Score -685895 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -685958.937500 Penalty: 2858.465820
	Iteration 16Q: 3 clusters Score -685958.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -686038.562500 Penalty: 2858.465820
	Iteration 17Q: 3 clusters Score -686038.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -686116.812500 Penalty: 2858.465820
	Iteration 18Q: 3 clusters Score -686116.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -686206.187500 Penalty: 2858.465820
	Iteration 19Q: 3 clusters Score -686206.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -686294.875000 Penalty: 2858.465820
	Iteration 20F: 3 clusters Score -686294.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -686399.750000 Penalty: 2858.465820
	Iteration 21Q: 3 clusters Score -686399.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -686493.875000 Penalty: 2858.465820
	Iteration 22Q: 3 clusters Score -686493.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -686564.687500 Penalty: 2858.465820
	Iteration 23Q: 3 clusters Score -686564.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -686628.750000 Penalty: 2858.465820
	Iteration 24Q: 3 clusters Score -686628.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -686673.375000 Penalty: 2858.465820
	Iteration 25Q: 3 clusters Score -686673.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -686712.625000 Penalty: 2858.465820
	Iteration 26Q: 3 clusters Score -686712.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -686737.437500 Penalty: 2858.465820
	Iteration 27Q: 3 clusters Score -686737.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -686750.375000 Penalty: 2858.465820
	Iteration 28Q: 3 clusters Score -686750.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -686766.187500 Penalty: 2858.465820
	Iteration 29Q: 3 clusters Score -686766.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -686776.187500 Penalty: 2858.465820
	Iteration 30Q: 3 clusters Score -686776.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -686786.250000 Penalty: 2858.465820
	Iteration 31Q: 3 clusters Score -686786.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -686794.125000 Penalty: 2858.465820
	Iteration 32Q: 3 clusters Score -686794.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -686804.250000 Penalty: 2858.465820
	Iteration 33Q: 3 clusters Score -686804.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -686816.000000 Penalty: 2858.465820
	Iteration 34Q: 3 clusters Score -686816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -686822.125000 Penalty: 2858.465820
	Iteration 35Q: 3 clusters Score -686822.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -686833.187500 Penalty: 2858.465820
	Iteration 36Q: 3 clusters Score -686833.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -686843.500000 Penalty: 2858.465820
	Iteration 37Q: 3 clusters Score -686843.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -686851.500000 Penalty: 2858.465820
	Iteration 38Q: 3 clusters Score -686851.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -686862.000000 Penalty: 2858.465820
	Iteration 39Q: 3 clusters Score -686862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -686868.500000 Penalty: 2858.465820
	Iteration 40F: 3 clusters Score -686868.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -686876.875000 Penalty: 2858.465820
	Iteration 41Q: 3 clusters Score -686876.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -686885.875000 Penalty: 2858.465820
	Iteration 42Q: 3 clusters Score -686885.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -686890.750000 Penalty: 2858.465820
	Iteration 43Q: 3 clusters Score -686890.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -686899.312500 Penalty: 2858.465820
	Iteration 44Q: 3 clusters Score -686899.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -686902.187500 Penalty: 2858.465820
	Iteration 45Q: 3 clusters Score -686902.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -686907.750000 Penalty: 2858.465820
	Iteration 46Q: 3 clusters Score -686907.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -686911.250000 Penalty: 2858.465820
	Iteration 47Q: 3 clusters Score -686911.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -686912.500000 Penalty: 2858.465820
	Iteration 48Q: 3 clusters Score -686912.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -686918.750000 Penalty: 2858.465820
	Iteration 49Q: 3 clusters Score -686918.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -686925.562500 Penalty: 2858.465820
	Iteration 50Q: 3 clusters Score -686925.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -686930.312500 Penalty: 2858.465820
	Iteration 51Q: 3 clusters Score -686930.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -686935.687500 Penalty: 2858.465820
	Iteration 52Q: 3 clusters Score -686935.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -686939.312500 Penalty: 2858.465820
	Iteration 53Q: 3 clusters Score -686939.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -686942.000000 Penalty: 2858.465820
	Iteration 54Q: 3 clusters Score -686942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -686945.000000 Penalty: 2858.465820
	Iteration 55Q: 3 clusters Score -686945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -686946.937500 Penalty: 2858.465820
	Iteration 56Q: 3 clusters Score -686946.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -686951.687500 Penalty: 2858.465820
	Iteration 57Q: 3 clusters Score -686951.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -686958.125000 Penalty: 2858.465820
	Iteration 58Q: 3 clusters Score -686958.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -686963.875000 Penalty: 2858.465820
	Iteration 59Q: 3 clusters Score -686963.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -686972.125000 Penalty: 2858.465820
	Iteration 60F: 3 clusters Score -686972.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -686975.687500 Penalty: 2858.465820
	Iteration 61Q: 3 clusters Score -686975.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -686979.062500 Penalty: 2858.465820
	Iteration 62Q: 3 clusters Score -686979.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -686978.500000 Penalty: 2858.465820
	Iteration 63Q: 3 clusters Score -686978.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -686980.812500 Penalty: 2858.465820
	Iteration 64Q: 3 clusters Score -686980.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -686984.562500 Penalty: 2858.465820
	Iteration 65Q: 3 clusters Score -686984.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -686993.750000 Penalty: 2858.465820
	Iteration 66Q: 3 clusters Score -686993.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -686996.750000 Penalty: 2858.465820
	Iteration 67Q: 3 clusters Score -686996.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -687003.812500 Penalty: 2858.465820
	Iteration 68Q: 3 clusters Score -687003.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -687010.687500 Penalty: 2858.465820
	Iteration 69Q: 3 clusters Score -687010.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -687015.687500 Penalty: 2858.465820
	Iteration 70Q: 3 clusters Score -687015.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -687025.500000 Penalty: 2858.465820
	Iteration 71Q: 3 clusters Score -687025.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -687032.062500 Penalty: 2858.465820
	Iteration 72Q: 3 clusters Score -687032.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -687033.562500 Penalty: 2858.465820
	Iteration 73Q: 3 clusters Score -687033.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -687035.375000 Penalty: 2858.465820
	Iteration 74Q: 3 clusters Score -687035.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -687035.500000 Penalty: 2858.465820
	Iteration 75Q: 3 clusters Score -687035.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -687035.500000 Penalty: 2858.465820
	Iteration 76F: 3 clusters Score -687035.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Entering Unmasked Estep 
Score: -1962587.625000 Penalty: 1600.330322
	Iteration 0F: 2 clusters Score -1962588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1949707.625000 Penalty: 3200.660645
	Iteration 0F: 3 clusters Score -1949708 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1954893.625000 Penalty: 3200.660645
	Iteration 1F: 3 clusters Score -1954894 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1955967.625000 Penalty: 3200.660645
	Iteration 2F: 3 clusters Score -1955968 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1957297.875000 Penalty: 3200.660645
	Iteration 3F: 3 clusters Score -1957298 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1958641.875000 Penalty: 3200.660645
	Iteration 4F: 3 clusters Score -1958642 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1959740.625000 Penalty: 3200.660645
	Iteration 5F: 3 clusters Score -1959741 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1960549.375000 Penalty: 3200.660645
	Iteration 6F: 3 clusters Score -1960549 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1961105.125000 Penalty: 3200.660645
	Iteration 7Q: 3 clusters Score -1961105 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1961448.125000 Penalty: 3200.660645
	Iteration 8Q: 3 clusters Score -1961448 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1961646.125000 Penalty: 3200.660645
	Iteration 9Q: 3 clusters Score -1961646 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1961764.500000 Penalty: 3200.660645
	Iteration 10Q: 3 clusters Score -1961764 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1961843.125000 Penalty: 3200.660645
	Iteration 11Q: 3 clusters Score -1961843 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1961899.750000 Penalty: 3200.660645
	Iteration 12Q: 3 clusters Score -1961900 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1961951.125000 Penalty: 3200.660645
	Iteration 13Q: 3 clusters Score -1961951 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1961995.125000 Penalty: 3200.660645
	Iteration 14Q: 3 clusters Score -1961995 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1962031.250000 Penalty: 3200.660645
	Iteration 15Q: 3 clusters Score -1962031 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1962065.250000 Penalty: 3200.660645
	Iteration 16Q: 3 clusters Score -1962065 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1962094.500000 Penalty: 3200.660645
	Iteration 17Q: 3 clusters Score -1962094 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1962120.125000 Penalty: 3200.660645
	Iteration 18Q: 3 clusters Score -1962120 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1962145.625000 Penalty: 3200.660645
	Iteration 19Q: 3 clusters Score -1962146 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1962183.000000 Penalty: 3200.660645
	Iteration 20F: 3 clusters Score -1962183 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1962212.625000 Penalty: 3200.660645
	Iteration 21Q: 3 clusters Score -1962213 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1962248.500000 Penalty: 3200.660645
	Iteration 22Q: 3 clusters Score -1962248 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1962273.000000 Penalty: 3200.660645
	Iteration 23Q: 3 clusters Score -1962273 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1962295.375000 Penalty: 3200.660645
	Iteration 24Q: 3 clusters Score -1962295 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1962319.875000 Penalty: 3200.660645
	Iteration 25Q: 3 clusters Score -1962320 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1962327.875000 Penalty: 3200.660645
	Iteration 26Q: 3 clusters Score -1962328 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1962339.750000 Penalty: 3200.660645
	Iteration 27Q: 3 clusters Score -1962340 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1962342.625000 Penalty: 3200.660645
	Iteration 28Q: 3 clusters Score -1962343 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1962354.000000 Penalty: 3200.660645
	Iteration 29Q: 3 clusters Score -1962354 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1962359.000000 Penalty: 3200.660645
	Iteration 30Q: 3 clusters Score -1962359 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1962365.875000 Penalty: 3200.660645
	Iteration 31Q: 3 clusters Score -1962366 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1962369.000000 Penalty: 3200.660645
	Iteration 32Q: 3 clusters Score -1962369 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1962370.625000 Penalty: 3200.660645
	Iteration 33Q: 3 clusters Score -1962371 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1962374.250000 Penalty: 3200.660645
	Iteration 34Q: 3 clusters Score -1962374 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1962378.000000 Penalty: 3200.660645
	Iteration 35Q: 3 clusters Score -1962378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1962384.500000 Penalty: 3200.660645
	Iteration 36Q: 3 clusters Score -1962384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1962386.125000 Penalty: 3200.660645
	Iteration 37Q: 3 clusters Score -1962386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1962388.875000 Penalty: 3200.660645
	Iteration 38Q: 3 clusters Score -1962389 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1962394.250000 Penalty: 3200.660645
	Iteration 39Q: 3 clusters Score -1962394 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1962402.625000 Penalty: 3200.660645
	Iteration 40F: 3 clusters Score -1962403 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1962403.500000 Penalty: 3200.660645
	Iteration 41Q: 3 clusters Score -1962404 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1962405.875000 Penalty: 3200.660645
	Iteration 42Q: 3 clusters Score -1962406 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1962411.750000 Penalty: 3200.660645
	Iteration 43Q: 3 clusters Score -1962412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1962415.000000 Penalty: 3200.660645
	Iteration 44Q: 3 clusters Score -1962415 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1962421.875000 Penalty: 3200.660645
	Iteration 45Q: 3 clusters Score -1962422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1962429.125000 Penalty: 3200.660645
	Iteration 46Q: 3 clusters Score -1962429 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1962437.125000 Penalty: 3200.660645
	Iteration 47Q: 3 clusters Score -1962437 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1962437.250000 Penalty: 3200.660645
	Iteration 48Q: 3 clusters Score -1962437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1962438.375000 Penalty: 3200.660645
	Iteration 49Q: 3 clusters Score -1962438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1962438.750000 Penalty: 3200.660645
	Iteration 50Q: 3 clusters Score -1962439 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1962446.125000 Penalty: 3200.660645
	Iteration 51Q: 3 clusters Score -1962446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1962452.500000 Penalty: 3200.660645
	Iteration 52Q: 3 clusters Score -1962452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1962454.500000 Penalty: 3200.660645
	Iteration 53Q: 3 clusters Score -1962454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1962451.625000 Penalty: 3200.660645
	Iteration 54Q: 3 clusters Score -1962452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1962450.000000 Penalty: 3200.660645
	Iteration 55Q: 3 clusters Score -1962450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1962449.500000 Penalty: 3200.660645
	Iteration 56Q: 3 clusters Score -1962450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1962448.875000 Penalty: 3200.660645
	Iteration 57Q: 3 clusters Score -1962449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1962446.500000 Penalty: 3200.660645
	Iteration 58Q: 3 clusters Score -1962446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1962449.500000 Penalty: 3200.660645
	Iteration 59Q: 3 clusters Score -1962450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1962446.000000 Penalty: 3200.660645
	Iteration 60F: 3 clusters Score -1962446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1962446.750000 Penalty: 3200.660645
	Iteration 61Q: 3 clusters Score -1962447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1962450.625000 Penalty: 3200.660645
	Iteration 62Q: 3 clusters Score -1962451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1962449.000000 Penalty: 3200.660645
	Iteration 63Q: 3 clusters Score -1962449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1962456.250000 Penalty: 3200.660645
	Iteration 64Q: 3 clusters Score -1962456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1962454.250000 Penalty: 3200.660645
	Iteration 65Q: 3 clusters Score -1962454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1962456.000000 Penalty: 3200.660645
	Iteration 66Q: 3 clusters Score -1962456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1962457.125000 Penalty: 3200.660645
	Iteration 67Q: 3 clusters Score -1962457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1962455.500000 Penalty: 3200.660645
	Iteration 68Q: 3 clusters Score -1962456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1962459.875000 Penalty: 3200.660645
	Iteration 69Q: 3 clusters Score -1962460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1962458.125000 Penalty: 3200.660645
	Iteration 70Q: 3 clusters Score -1962458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1962462.875000 Penalty: 3200.660645
	Iteration 71Q: 3 clusters Score -1962463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1962464.125000 Penalty: 3200.660645
	Iteration 72Q: 3 clusters Score -1962464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1962468.875000 Penalty: 3200.660645
	Iteration 73Q: 3 clusters Score -1962469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1962470.625000 Penalty: 3200.660645
	Iteration 74Q: 3 clusters Score -1962471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1962470.000000 Penalty: 3200.660645
	Iteration 75Q: 3 clusters Score -1962470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1962470.500000 Penalty: 3200.660645
	Iteration 76Q: 3 clusters Score -1962470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1962471.750000 Penalty: 3200.660645
	Iteration 77Q: 3 clusters Score -1962472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1962470.625000 Penalty: 3200.660645
	Iteration 78Q: 3 clusters Score -1962471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1962470.000000 Penalty: 3200.660645
	Iteration 79Q: 3 clusters Score -1962470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1962470.000000 Penalty: 3200.660645
	Iteration 80F: 3 clusters Score -1962470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Entering Unmasked Estep 
Score: -531550.062500 Penalty: 1389.571411
	Iteration 0F: 2 clusters Score -531550.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -527485.000000 Penalty: 2779.142822
	Iteration 0F: 3 clusters Score -527485 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -528594.750000 Penalty: 2779.142822
	Iteration 1F: 3 clusters Score -528594.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -528795.937500 Penalty: 2779.142822
	Iteration 2F: 3 clusters Score -528795.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -528954.062500 Penalty: 2779.142822
	Iteration 3F: 3 clusters Score -528954.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -529095.500000 Penalty: 2779.142822
	Iteration 4Q: 3 clusters Score -529095.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -529214.375000 Penalty: 2779.142822
	Iteration 5Q: 3 clusters Score -529214.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -529335.125000 Penalty: 2779.142822
	Iteration 6Q: 3 clusters Score -529335.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -529484.250000 Penalty: 2779.142822
	Iteration 7Q: 3 clusters Score -529484.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -529639.500000 Penalty: 2779.142822
	Iteration 8Q: 3 clusters Score -529639.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -529834.312500 Penalty: 2779.142822
	Iteration 9Q: 3 clusters Score -529834.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -530067.062500 Penalty: 2779.142822
	Iteration 10Q: 3 clusters Score -530067.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -530345.000000 Penalty: 2779.142822
	Iteration 11Q: 3 clusters Score -530345 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -530583.437500 Penalty: 2779.142822
	Iteration 12Q: 3 clusters Score -530583.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -530751.625000 Penalty: 2779.142822
	Iteration 13Q: 3 clusters Score -530751.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -530865.250000 Penalty: 2779.142822
	Iteration 14Q: 3 clusters Score -530865.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -530994.687500 Penalty: 2779.142822
	Iteration 15Q: 3 clusters Score -530994.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -531112.375000 Penalty: 2779.142822
	Iteration 16Q: 3 clusters Score -531112.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -531172.562500 Penalty: 2779.142822
	Iteration 17Q: 3 clusters Score -531172.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -531216.000000 Penalty: 2779.142822
	Iteration 18Q: 3 clusters Score -531216 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -531247.062500 Penalty: 2779.142822
	Iteration 19Q: 3 clusters Score -531247.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -531271.125000 Penalty: 2779.142822
	Iteration 20F: 3 clusters Score -531271.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -531291.437500 Penalty: 2779.142822
	Iteration 21Q: 3 clusters Score -531291.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -531315.812500 Penalty: 2779.142822
	Iteration 22Q: 3 clusters Score -531315.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -531343.750000 Penalty: 2779.142822
	Iteration 23Q: 3 clusters Score -531343.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -531373.750000 Penalty: 2779.142822
	Iteration 24Q: 3 clusters Score -531373.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -531400.125000 Penalty: 2779.142822
	Iteration 25Q: 3 clusters Score -531400.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -531422.250000 Penalty: 2779.142822
	Iteration 26Q: 3 clusters Score -531422.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -531436.875000 Penalty: 2779.142822
	Iteration 27Q: 3 clusters Score -531436.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -531447.875000 Penalty: 2779.142822
	Iteration 28Q: 3 clusters Score -531447.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -531458.187500 Penalty: 2779.142822
	Iteration 29Q: 3 clusters Score -531458.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -531465.187500 Penalty: 2779.142822
	Iteration 30Q: 3 clusters Score -531465.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -531475.062500 Penalty: 2779.142822
	Iteration 31Q: 3 clusters Score -531475.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -531487.937500 Penalty: 2779.142822
	Iteration 32Q: 3 clusters Score -531487.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -531498.125000 Penalty: 2779.142822
	Iteration 33Q: 3 clusters Score -531498.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -531505.437500 Penalty: 2779.142822
	Iteration 34Q: 3 clusters Score -531505.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -531511.750000 Penalty: 2779.142822
	Iteration 35Q: 3 clusters Score -531511.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -531516.687500 Penalty: 2779.142822
	Iteration 36Q: 3 clusters Score -531516.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -531519.312500 Penalty: 2779.142822
	Iteration 37Q: 3 clusters Score -531519.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -531524.937500 Penalty: 2779.142822
	Iteration 38Q: 3 clusters Score -531524.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -531531.437500 Penalty: 2779.142822
	Iteration 39Q: 3 clusters Score -531531.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -531538.562500 Penalty: 2779.142822
	Iteration 40F: 3 clusters Score -531538.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -531543.437500 Penalty: 2779.142822
	Iteration 41Q: 3 clusters Score -531543.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -531548.312500 Penalty: 2779.142822
	Iteration 42Q: 3 clusters Score -531548.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -531554.687500 Penalty: 2779.142822
	Iteration 43Q: 3 clusters Score -531554.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -531564.062500 Penalty: 2779.142822
	Iteration 44Q: 3 clusters Score -531564.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -531571.437500 Penalty: 2779.142822
	Iteration 45Q: 3 clusters Score -531571.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -531575.750000 Penalty: 2779.142822
	Iteration 46Q: 3 clusters Score -531575.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -531575.625000 Penalty: 2779.142822
	Iteration 47Q: 3 clusters Score -531575.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -531578.187500 Penalty: 2779.142822
	Iteration 48Q: 3 clusters Score -531578.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -531579.250000 Penalty: 2779.142822
	Iteration 49Q: 3 clusters Score -531579.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -531580.250000 Penalty: 2779.142822
	Iteration 50Q: 3 clusters Score -531580.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -531582.375000 Penalty: 2779.142822
	Iteration 51Q: 3 clusters Score -531582.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -531582.812500 Penalty: 2779.142822
	Iteration 52Q: 3 clusters Score -531582.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -531582.812500 Penalty: 2779.142822
	Iteration 53F: 3 clusters Score -531582.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1524 members 
Mstep: Class 3 contains 10343 members 
Mstep: Class 4 contains 14477 members 
Mstep: Class 5 contains 37126 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21295 members 
Mstep: Class 8 contains 2205 members 
Mstep: Class 9 contains 128332 members 
Mstep: Class 10 contains 24497 members 
Mstep: Class 11 contains 2764 members 
Mstep: Class 12 contains 6135 members 
Mstep: Class 13 contains 32866 members 
Mstep: Class 14 contains 11339 members 
Mstep: Class 15 contains 13408 members 
Mstep: Class 16 contains 31873 members 
Mstep: Class 17 contains 6603 members 
Mstep: Class 18 contains 18924 members 
Mstep: Class 19 contains 2339 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 6725 members 
Mstep: Class 22 contains 174360 members 
Mstep: Class 23 contains 2285 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 18870 members 
Mstep: Class 26 contains 18126 members 
Mstep: Class 27 contains 43160 members 
Mstep: Class 28 contains 2834 members 
Entering Unmasked Estep 
Score: -65948472.000000 Penalty: 60839.660156
Splitting cluster 19 changes total score from -65949288.000000 to -65948472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -37360.363281 Penalty: 995.261047
	Iteration 0F: 2 clusters Score -37360.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36501.074219 Penalty: 1990.522095
	Iteration 0F: 3 clusters Score -36501.07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36926.222656 Penalty: 1990.522095
	Iteration 1F: 3 clusters Score -36926.22 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37349.000000 Penalty: 1990.522095
	Iteration 2F: 3 clusters Score -37349 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -37891.230469 Penalty: 1990.522095
	Iteration 3F: 3 clusters Score -37891.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -38375.992188 Penalty: 1990.522095
	Iteration 4F: 3 clusters Score -38375.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -38620.332031 Penalty: 1990.522095
	Iteration 5Q: 3 clusters Score -38620.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -38656.863281 Penalty: 1990.522095
	Iteration 6Q: 3 clusters Score -38656.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -38672.734375 Penalty: 1990.522095
	Iteration 7Q: 3 clusters Score -38672.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -38672.734375 Penalty: 1990.522095
	Iteration 8F: 3 clusters Score -38672.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1524 members 
Mstep: Class 3 contains 10343 members 
Mstep: Class 4 contains 14477 members 
Mstep: Class 5 contains 37126 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21295 members 
Mstep: Class 8 contains 2205 members 
Mstep: Class 9 contains 128332 members 
Mstep: Class 10 contains 24497 members 
Mstep: Class 11 contains 2764 members 
Mstep: Class 12 contains 6135 members 
Mstep: Class 13 contains 32866 members 
Mstep: Class 14 contains 11339 members 
Mstep: Class 15 contains 13408 members 
Mstep: Class 16 contains 31873 members 
Mstep: Class 17 contains 6603 members 
Mstep: Class 18 contains 18924 members 
Mstep: Class 19 contains 5173 members 
Mstep: Class 20 contains 120 members 
Mstep: Class 21 contains 6725 members 
Mstep: Class 22 contains 174360 members 
Mstep: Class 23 contains 2285 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 18870 members 
Mstep: Class 26 contains 18126 members 
Mstep: Class 27 contains 43160 members 
Mstep: Class 28 contains 337 members 
Entering Unmasked Estep 
Score: -65949396.000000 Penalty: 60839.660156
Splitting cluster 20 changes total score from -65949288.000000 to -65949396.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 21 (6725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Entering Unmasked Estep 
Score: -704606.750000 Penalty: 1432.207886
	Iteration 0F: 2 clusters Score -704606.8 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 3341 members 
Entering Unmasked Estep 
Score: -699580.562500 Penalty: 2864.415771
	Iteration 0F: 3 clusters Score -699580.6 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -701089.562500 Penalty: 2864.415771
	Iteration 1F: 3 clusters Score -701089.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -701395.250000 Penalty: 2864.415771
	Iteration 2F: 3 clusters Score -701395.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -701644.375000 Penalty: 2864.415771
	Iteration 3F: 3 clusters Score -701644.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -701918.687500 Penalty: 2864.415771
	Iteration 4F: 3 clusters Score -701918.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -702210.250000 Penalty: 2864.415771
	Iteration 5F: 3 clusters Score -702210.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -702482.000000 Penalty: 2864.415771
	Iteration 6F: 3 clusters Score -702482 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -702727.125000 Penalty: 2864.415771
	Iteration 7Q: 3 clusters Score -702727.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -702939.562500 Penalty: 2864.415771
	Iteration 8Q: 3 clusters Score -702939.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -703094.875000 Penalty: 2864.415771
	Iteration 9Q: 3 clusters Score -703094.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -703196.812500 Penalty: 2864.415771
	Iteration 10Q: 3 clusters Score -703196.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -703281.875000 Penalty: 2864.415771
	Iteration 11Q: 3 clusters Score -703281.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -703345.687500 Penalty: 2864.415771
	Iteration 12Q: 3 clusters Score -703345.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -703383.125000 Penalty: 2864.415771
	Iteration 13Q: 3 clusters Score -703383.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -703420.125000 Penalty: 2864.415771
	Iteration 14Q: 3 clusters Score -703420.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -703454.875000 Penalty: 2864.415771
	Iteration 15Q: 3 clusters Score -703454.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -703480.687500 Penalty: 2864.415771
	Iteration 16Q: 3 clusters Score -703480.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -703509.875000 Penalty: 2864.415771
	Iteration 17Q: 3 clusters Score -703509.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -703532.812500 Penalty: 2864.415771
	Iteration 18Q: 3 clusters Score -703532.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -703548.750000 Penalty: 2864.415771
	Iteration 19Q: 3 clusters Score -703548.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -703559.875000 Penalty: 2864.415771
	Iteration 20F: 3 clusters Score -703559.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -703572.250000 Penalty: 2864.415771
	Iteration 21Q: 3 clusters Score -703572.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -703582.312500 Penalty: 2864.415771
	Iteration 22Q: 3 clusters Score -703582.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -703591.000000 Penalty: 2864.415771
	Iteration 23Q: 3 clusters Score -703591 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -703597.187500 Penalty: 2864.415771
	Iteration 24Q: 3 clusters Score -703597.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -703603.937500 Penalty: 2864.415771
	Iteration 25Q: 3 clusters Score -703603.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -703611.312500 Penalty: 2864.415771
	Iteration 26Q: 3 clusters Score -703611.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -703619.187500 Penalty: 2864.415771
	Iteration 27Q: 3 clusters Score -703619.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -703623.437500 Penalty: 2864.415771
	Iteration 28Q: 3 clusters Score -703623.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -703626.500000 Penalty: 2864.415771
	Iteration 29Q: 3 clusters Score -703626.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -703628.125000 Penalty: 2864.415771
	Iteration 30Q: 3 clusters Score -703628.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -703629.625000 Penalty: 2864.415771
	Iteration 31Q: 3 clusters Score -703629.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -703631.625000 Penalty: 2864.415771
	Iteration 32Q: 3 clusters Score -703631.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -703632.750000 Penalty: 2864.415771
	Iteration 33Q: 3 clusters Score -703632.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -703635.562500 Penalty: 2864.415771
	Iteration 34Q: 3 clusters Score -703635.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -703638.750000 Penalty: 2864.415771
	Iteration 35Q: 3 clusters Score -703638.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -703642.562500 Penalty: 2864.415771
	Iteration 36Q: 3 clusters Score -703642.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -703644.875000 Penalty: 2864.415771
	Iteration 37Q: 3 clusters Score -703644.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -703653.625000 Penalty: 2864.415771
	Iteration 38Q: 3 clusters Score -703653.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -703657.375000 Penalty: 2864.415771
	Iteration 39Q: 3 clusters Score -703657.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -703662.125000 Penalty: 2864.415771
	Iteration 40F: 3 clusters Score -703662.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -703665.562500 Penalty: 2864.415771
	Iteration 41Q: 3 clusters Score -703665.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -703671.250000 Penalty: 2864.415771
	Iteration 42Q: 3 clusters Score -703671.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -703677.250000 Penalty: 2864.415771
	Iteration 43Q: 3 clusters Score -703677.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -703680.937500 Penalty: 2864.415771
	Iteration 44Q: 3 clusters Score -703680.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -703684.687500 Penalty: 2864.415771
	Iteration 45Q: 3 clusters Score -703684.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -703690.125000 Penalty: 2864.415771
	Iteration 46Q: 3 clusters Score -703690.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -703698.125000 Penalty: 2864.415771
	Iteration 47Q: 3 clusters Score -703698.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -703703.500000 Penalty: 2864.415771
	Iteration 48Q: 3 clusters Score -703703.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -703705.750000 Penalty: 2864.415771
	Iteration 49Q: 3 clusters Score -703705.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -703711.187500 Penalty: 2864.415771
	Iteration 50Q: 3 clusters Score -703711.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -703711.625000 Penalty: 2864.415771
	Iteration 51Q: 3 clusters Score -703711.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -703713.812500 Penalty: 2864.415771
	Iteration 52Q: 3 clusters Score -703713.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -703714.437500 Penalty: 2864.415771
	Iteration 53Q: 3 clusters Score -703714.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -703715.000000 Penalty: 2864.415771
	Iteration 54Q: 3 clusters Score -703715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -703716.625000 Penalty: 2864.415771
	Iteration 55Q: 3 clusters Score -703716.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -703717.125000 Penalty: 2864.415771
	Iteration 56Q: 3 clusters Score -703717.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -703718.187500 Penalty: 2864.415771
	Iteration 57Q: 3 clusters Score -703718.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -703722.437500 Penalty: 2864.415771
	Iteration 58Q: 3 clusters Score -703722.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -703725.500000 Penalty: 2864.415771
	Iteration 59Q: 3 clusters Score -703725.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -703726.812500 Penalty: 2864.415771
	Iteration 60F: 3 clusters Score -703726.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -703728.312500 Penalty: 2864.415771
	Iteration 61Q: 3 clusters Score -703728.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -703729.375000 Penalty: 2864.415771
	Iteration 62Q: 3 clusters Score -703729.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -703730.437500 Penalty: 2864.415771
	Iteration 63Q: 3 clusters Score -703730.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -703731.125000 Penalty: 2864.415771
	Iteration 64Q: 3 clusters Score -703731.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -703732.750000 Penalty: 2864.415771
	Iteration 65Q: 3 clusters Score -703732.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -703733.437500 Penalty: 2864.415771
	Iteration 66Q: 3 clusters Score -703733.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -703733.125000 Penalty: 2864.415771
	Iteration 67Q: 3 clusters Score -703733.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -703734.687500 Penalty: 2864.415771
	Iteration 68Q: 3 clusters Score -703734.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -703734.312500 Penalty: 2864.415771
	Iteration 69Q: 3 clusters Score -703734.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -703734.312500 Penalty: 2864.415771
	Iteration 70F: 3 clusters Score -703734.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (174360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174360 members 
Entering Unmasked Estep 
Score: -18703614.000000 Penalty: 1961.192505
	Iteration 0F: 2 clusters Score -1.870361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86780 members 
Mstep: Class 2 contains 87580 members 
Entering Unmasked Estep 
Score: -18594040.000000 Penalty: 3922.385010
	Iteration 0F: 3 clusters Score -1.859404e+07 nChanged 84472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79458 members 
Mstep: Class 2 contains 94902 members 
Entering Unmasked Estep 
Score: -18644856.000000 Penalty: 3922.385010
	Iteration 1F: 3 clusters Score -1.864486e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74323 members 
Mstep: Class 2 contains 100037 members 
Entering Unmasked Estep 
Score: -18646678.000000 Penalty: 3922.385010
	Iteration 2Q: 3 clusters Score -1.864668e+07 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66245 members 
Mstep: Class 2 contains 108115 members 
Entering Unmasked Estep 
Score: -18650790.000000 Penalty: 3922.385010
	Iteration 3F: 3 clusters Score -1.865079e+07 nChanged 12004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54567 members 
Mstep: Class 2 contains 119793 members 
Entering Unmasked Estep 
Score: -18658220.000000 Penalty: 3922.385010
	Iteration 4F: 3 clusters Score -1.865822e+07 nChanged 15496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 135177 members 
Entering Unmasked Estep 
Score: -18670902.000000 Penalty: 3922.385010
	Iteration 5F: 3 clusters Score -1.86709e+07 nChanged 16573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 151710 members 
Entering Unmasked Estep 
Score: -18686320.000000 Penalty: 3922.385010
	Iteration 6F: 3 clusters Score -1.868632e+07 nChanged 12691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 164395 members 
Entering Unmasked Estep 
Score: -18696212.000000 Penalty: 3922.385010
	Iteration 7F: 3 clusters Score -1.869621e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 170933 members 
Entering Unmasked Estep 
Score: -18699870.000000 Penalty: 3922.385010
	Iteration 8Q: 3 clusters Score -1.869987e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 173316 members 
Entering Unmasked Estep 
Score: -18701202.000000 Penalty: 3922.385010
	Iteration 9Q: 3 clusters Score -1.87012e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 173993 members 
Entering Unmasked Estep 
Score: -18701632.000000 Penalty: 3922.385010
	Iteration 10Q: 3 clusters Score -1.870163e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 174131 members 
Entering Unmasked Estep 
Score: -18701762.000000 Penalty: 3922.385010
	Iteration 11Q: 3 clusters Score -1.870176e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 174172 members 
Entering Unmasked Estep 
Score: -18701852.000000 Penalty: 3922.385010
	Iteration 12Q: 3 clusters Score -1.870185e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 174176 members 
Entering Unmasked Estep 
Score: -18701874.000000 Penalty: 3922.385010
	Iteration 13Q: 3 clusters Score -1.870187e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 174179 members 
Entering Unmasked Estep 
Score: -18701900.000000 Penalty: 3922.385010
	Iteration 14Q: 3 clusters Score -1.87019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 174181 members 
Entering Unmasked Estep 
Score: -18701924.000000 Penalty: 3922.385010
	Iteration 15Q: 3 clusters Score -1.870192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 174186 members 
Entering Unmasked Estep 
Score: -18701930.000000 Penalty: 3922.385010
	Iteration 16Q: 3 clusters Score -1.870193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 174185 members 
Entering Unmasked Estep 
Score: -18701934.000000 Penalty: 3922.385010
	Iteration 17Q: 3 clusters Score -1.870193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 174183 members 
Entering Unmasked Estep 
Score: -18701936.000000 Penalty: 3922.385010
	Iteration 18Q: 3 clusters Score -1.870194e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 174183 members 
Entering Unmasked Estep 
Score: -18701936.000000 Penalty: 3922.385010
	Iteration 19F: 3 clusters Score -1.870194e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Entering Unmasked Estep 
Score: -227598.453125 Penalty: 1256.794678
	Iteration 0F: 2 clusters Score -227598.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -225324.593750 Penalty: 2513.589355
	Iteration 0F: 3 clusters Score -225324.6 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -225880.546875 Penalty: 2513.589355
	Iteration 1F: 3 clusters Score -225880.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -226144.546875 Penalty: 2513.589355
	Iteration 2F: 3 clusters Score -226144.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -226309.171875 Penalty: 2513.589355
	Iteration 3F: 3 clusters Score -226309.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -226434.609375 Penalty: 2513.589355
	Iteration 4F: 3 clusters Score -226434.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -226521.625000 Penalty: 2513.589355
	Iteration 5Q: 3 clusters Score -226521.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -226587.828125 Penalty: 2513.589355
	Iteration 6Q: 3 clusters Score -226587.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -226643.546875 Penalty: 2513.589355
	Iteration 7Q: 3 clusters Score -226643.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -226697.109375 Penalty: 2513.589355
	Iteration 8Q: 3 clusters Score -226697.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -226770.062500 Penalty: 2513.589355
	Iteration 9Q: 3 clusters Score -226770.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -226853.093750 Penalty: 2513.589355
	Iteration 10Q: 3 clusters Score -226853.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -226927.500000 Penalty: 2513.589355
	Iteration 11Q: 3 clusters Score -226927.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -226990.312500 Penalty: 2513.589355
	Iteration 12Q: 3 clusters Score -226990.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -227026.312500 Penalty: 2513.589355
	Iteration 13Q: 3 clusters Score -227026.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -227047.765625 Penalty: 2513.589355
	Iteration 14Q: 3 clusters Score -227047.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -227068.921875 Penalty: 2513.589355
	Iteration 15Q: 3 clusters Score -227068.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -227090.296875 Penalty: 2513.589355
	Iteration 16Q: 3 clusters Score -227090.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -227103.984375 Penalty: 2513.589355
	Iteration 17Q: 3 clusters Score -227104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -227112.250000 Penalty: 2513.589355
	Iteration 18Q: 3 clusters Score -227112.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -227120.859375 Penalty: 2513.589355
	Iteration 19Q: 3 clusters Score -227120.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -227125.265625 Penalty: 2513.589355
	Iteration 20F: 3 clusters Score -227125.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -227130.687500 Penalty: 2513.589355
	Iteration 21Q: 3 clusters Score -227130.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -227134.093750 Penalty: 2513.589355
	Iteration 22Q: 3 clusters Score -227134.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -227136.562500 Penalty: 2513.589355
	Iteration 23Q: 3 clusters Score -227136.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -227137.671875 Penalty: 2513.589355
	Iteration 24Q: 3 clusters Score -227137.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -227138.359375 Penalty: 2513.589355
	Iteration 25Q: 3 clusters Score -227138.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -227138.359375 Penalty: 2513.589355
	Iteration 26F: 3 clusters Score -227138.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Entering Unmasked Estep 
Score: -375316.937500 Penalty: 1336.557251
	Iteration 0F: 2 clusters Score -375316.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -372179.875000 Penalty: 2673.114502
	Iteration 0F: 3 clusters Score -372179.9 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -373184.250000 Penalty: 2673.114502
	Iteration 1F: 3 clusters Score -373184.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -373481.937500 Penalty: 2673.114502
	Iteration 2F: 3 clusters Score -373481.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -373665.562500 Penalty: 2673.114502
	Iteration 3F: 3 clusters Score -373665.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -373835.750000 Penalty: 2673.114502
	Iteration 4F: 3 clusters Score -373835.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -373979.593750 Penalty: 2673.114502
	Iteration 5Q: 3 clusters Score -373979.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -374081.187500 Penalty: 2673.114502
	Iteration 6Q: 3 clusters Score -374081.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -374140.250000 Penalty: 2673.114502
	Iteration 7Q: 3 clusters Score -374140.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -374188.625000 Penalty: 2673.114502
	Iteration 8Q: 3 clusters Score -374188.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -374236.062500 Penalty: 2673.114502
	Iteration 9Q: 3 clusters Score -374236.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -374270.562500 Penalty: 2673.114502
	Iteration 10Q: 3 clusters Score -374270.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -374300.250000 Penalty: 2673.114502
	Iteration 11Q: 3 clusters Score -374300.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -374326.937500 Penalty: 2673.114502
	Iteration 12Q: 3 clusters Score -374326.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -374342.031250 Penalty: 2673.114502
	Iteration 13Q: 3 clusters Score -374342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -374357.218750 Penalty: 2673.114502
	Iteration 14Q: 3 clusters Score -374357.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -374367.375000 Penalty: 2673.114502
	Iteration 15Q: 3 clusters Score -374367.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -374375.250000 Penalty: 2673.114502
	Iteration 16Q: 3 clusters Score -374375.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -374383.406250 Penalty: 2673.114502
	Iteration 17Q: 3 clusters Score -374383.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -374387.218750 Penalty: 2673.114502
	Iteration 18Q: 3 clusters Score -374387.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -374392.156250 Penalty: 2673.114502
	Iteration 19Q: 3 clusters Score -374392.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -374397.906250 Penalty: 2673.114502
	Iteration 20F: 3 clusters Score -374397.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -374403.968750 Penalty: 2673.114502
	Iteration 21Q: 3 clusters Score -374404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -374411.406250 Penalty: 2673.114502
	Iteration 22Q: 3 clusters Score -374411.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -374417.281250 Penalty: 2673.114502
	Iteration 23Q: 3 clusters Score -374417.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -374421.812500 Penalty: 2673.114502
	Iteration 24Q: 3 clusters Score -374421.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -374425.625000 Penalty: 2673.114502
	Iteration 25Q: 3 clusters Score -374425.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -374428.093750 Penalty: 2673.114502
	Iteration 26Q: 3 clusters Score -374428.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -374428.656250 Penalty: 2673.114502
	Iteration 27Q: 3 clusters Score -374428.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -374430.312500 Penalty: 2673.114502
	Iteration 28Q: 3 clusters Score -374430.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -374430.656250 Penalty: 2673.114502
	Iteration 29Q: 3 clusters Score -374430.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -374430.187500 Penalty: 2673.114502
	Iteration 30Q: 3 clusters Score -374430.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -374431.093750 Penalty: 2673.114502
	Iteration 31Q: 3 clusters Score -374431.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -374431.093750 Penalty: 2673.114502
	Iteration 32F: 3 clusters Score -374431.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Entering Unmasked Estep 
Score: -2004442.875000 Penalty: 1599.865845
	Iteration 0F: 2 clusters Score -2004443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1991509.875000 Penalty: 3199.731689
	Iteration 0F: 3 clusters Score -1991510 nChanged 8458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1996317.625000 Penalty: 3199.731689
	Iteration 1F: 3 clusters Score -1996318 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1996668.500000 Penalty: 3199.731689
	Iteration 2Q: 3 clusters Score -1996668 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1997014.875000 Penalty: 3199.731689
	Iteration 3Q: 3 clusters Score -1997015 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1997391.000000 Penalty: 3199.731689
	Iteration 4Q: 3 clusters Score -1997391 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1997790.000000 Penalty: 3199.731689
	Iteration 5Q: 3 clusters Score -1997790 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1998276.625000 Penalty: 3199.731689
	Iteration 6Q: 3 clusters Score -1998277 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1998808.875000 Penalty: 3199.731689
	Iteration 7Q: 3 clusters Score -1998809 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1999491.250000 Penalty: 3199.731689
	Iteration 8F: 3 clusters Score -1999491 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2000279.125000 Penalty: 3199.731689
	Iteration 9F: 3 clusters Score -2000279 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2001052.375000 Penalty: 3199.731689
	Iteration 10Q: 3 clusters Score -2001052 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2001742.125000 Penalty: 3199.731689
	Iteration 11Q: 3 clusters Score -2001742 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2002253.125000 Penalty: 3199.731689
	Iteration 12Q: 3 clusters Score -2002253 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2002556.750000 Penalty: 3199.731689
	Iteration 13Q: 3 clusters Score -2002557 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2002752.625000 Penalty: 3199.731689
	Iteration 14Q: 3 clusters Score -2002753 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2002903.875000 Penalty: 3199.731689
	Iteration 15Q: 3 clusters Score -2002904 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2002995.750000 Penalty: 3199.731689
	Iteration 16Q: 3 clusters Score -2002996 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2003077.000000 Penalty: 3199.731689
	Iteration 17Q: 3 clusters Score -2003077 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2003150.625000 Penalty: 3199.731689
	Iteration 18Q: 3 clusters Score -2003151 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2003199.125000 Penalty: 3199.731689
	Iteration 19Q: 3 clusters Score -2003199 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2003243.000000 Penalty: 3199.731689
	Iteration 20F: 3 clusters Score -2003243 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2003262.625000 Penalty: 3199.731689
	Iteration 21Q: 3 clusters Score -2003263 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2003286.875000 Penalty: 3199.731689
	Iteration 22Q: 3 clusters Score -2003287 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2003299.250000 Penalty: 3199.731689
	Iteration 23Q: 3 clusters Score -2003299 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2003308.125000 Penalty: 3199.731689
	Iteration 24Q: 3 clusters Score -2003308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2003320.000000 Penalty: 3199.731689
	Iteration 25Q: 3 clusters Score -2003320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2003322.125000 Penalty: 3199.731689
	Iteration 26Q: 3 clusters Score -2003322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2003332.250000 Penalty: 3199.731689
	Iteration 27Q: 3 clusters Score -2003332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2003333.375000 Penalty: 3199.731689
	Iteration 28Q: 3 clusters Score -2003333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2003334.500000 Penalty: 3199.731689
	Iteration 29Q: 3 clusters Score -2003334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2003337.875000 Penalty: 3199.731689
	Iteration 30Q: 3 clusters Score -2003338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2003340.000000 Penalty: 3199.731689
	Iteration 31Q: 3 clusters Score -2003340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2003343.625000 Penalty: 3199.731689
	Iteration 32Q: 3 clusters Score -2003344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2003344.000000 Penalty: 3199.731689
	Iteration 33Q: 3 clusters Score -2003344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2003347.500000 Penalty: 3199.731689
	Iteration 34Q: 3 clusters Score -2003348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2003346.625000 Penalty: 3199.731689
	Iteration 35Q: 3 clusters Score -2003347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2003349.375000 Penalty: 3199.731689
	Iteration 36Q: 3 clusters Score -2003349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2003352.375000 Penalty: 3199.731689
	Iteration 37Q: 3 clusters Score -2003352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2003355.125000 Penalty: 3199.731689
	Iteration 38Q: 3 clusters Score -2003355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2003360.875000 Penalty: 3199.731689
	Iteration 39Q: 3 clusters Score -2003361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2003365.125000 Penalty: 3199.731689
	Iteration 40F: 3 clusters Score -2003365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2003370.000000 Penalty: 3199.731689
	Iteration 41Q: 3 clusters Score -2003370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2003375.375000 Penalty: 3199.731689
	Iteration 42Q: 3 clusters Score -2003375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2003378.000000 Penalty: 3199.731689
	Iteration 43Q: 3 clusters Score -2003378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2003382.000000 Penalty: 3199.731689
	Iteration 44Q: 3 clusters Score -2003382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2003383.125000 Penalty: 3199.731689
	Iteration 45Q: 3 clusters Score -2003383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2003383.875000 Penalty: 3199.731689
	Iteration 46Q: 3 clusters Score -2003384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2003387.000000 Penalty: 3199.731689
	Iteration 47Q: 3 clusters Score -2003387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2003387.750000 Penalty: 3199.731689
	Iteration 48Q: 3 clusters Score -2003388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2003389.000000 Penalty: 3199.731689
	Iteration 49Q: 3 clusters Score -2003389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2003389.625000 Penalty: 3199.731689
	Iteration 50Q: 3 clusters Score -2003390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2003393.125000 Penalty: 3199.731689
	Iteration 51Q: 3 clusters Score -2003393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2003393.125000 Penalty: 3199.731689
	Iteration 52F: 3 clusters Score -2003393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Entering Unmasked Estep 
Score: -1864212.250000 Penalty: 1593.329102
	Iteration 0F: 2 clusters Score -1864212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1851879.375000 Penalty: 3186.658203
	Iteration 0F: 3 clusters Score -1851879 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1856476.250000 Penalty: 3186.658203
	Iteration 1F: 3 clusters Score -1856476 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1856837.750000 Penalty: 3186.658203
	Iteration 2F: 3 clusters Score -1856838 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1857298.000000 Penalty: 3186.658203
	Iteration 3Q: 3 clusters Score -1857298 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1857900.375000 Penalty: 3186.658203
	Iteration 4F: 3 clusters Score -1857900 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1858540.875000 Penalty: 3186.658203
	Iteration 5F: 3 clusters Score -1858541 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1859166.000000 Penalty: 3186.658203
	Iteration 6F: 3 clusters Score -1859166 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1859729.875000 Penalty: 3186.658203
	Iteration 7F: 3 clusters Score -1859730 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1860239.250000 Penalty: 3186.658203
	Iteration 8Q: 3 clusters Score -1860239 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1860716.375000 Penalty: 3186.658203
	Iteration 9Q: 3 clusters Score -1860716 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1861143.125000 Penalty: 3186.658203
	Iteration 10Q: 3 clusters Score -1861143 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1861423.750000 Penalty: 3186.658203
	Iteration 11Q: 3 clusters Score -1861424 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1861619.125000 Penalty: 3186.658203
	Iteration 12Q: 3 clusters Score -1861619 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1861719.000000 Penalty: 3186.658203
	Iteration 13Q: 3 clusters Score -1861719 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1861794.250000 Penalty: 3186.658203
	Iteration 14Q: 3 clusters Score -1861794 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1861844.625000 Penalty: 3186.658203
	Iteration 15Q: 3 clusters Score -1861845 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1861886.125000 Penalty: 3186.658203
	Iteration 16Q: 3 clusters Score -1861886 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1861914.000000 Penalty: 3186.658203
	Iteration 17Q: 3 clusters Score -1861914 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1861948.125000 Penalty: 3186.658203
	Iteration 18Q: 3 clusters Score -1861948 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1861974.750000 Penalty: 3186.658203
	Iteration 19Q: 3 clusters Score -1861975 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1861995.875000 Penalty: 3186.658203
	Iteration 20F: 3 clusters Score -1861996 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1862024.000000 Penalty: 3186.658203
	Iteration 21Q: 3 clusters Score -1862024 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1862040.375000 Penalty: 3186.658203
	Iteration 22Q: 3 clusters Score -1862040 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1862060.375000 Penalty: 3186.658203
	Iteration 23Q: 3 clusters Score -1862060 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1862068.875000 Penalty: 3186.658203
	Iteration 24Q: 3 clusters Score -1862069 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1862087.500000 Penalty: 3186.658203
	Iteration 25Q: 3 clusters Score -1862088 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1862103.375000 Penalty: 3186.658203
	Iteration 26Q: 3 clusters Score -1862103 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1862109.375000 Penalty: 3186.658203
	Iteration 27Q: 3 clusters Score -1862109 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1862115.875000 Penalty: 3186.658203
	Iteration 28Q: 3 clusters Score -1862116 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1862140.875000 Penalty: 3186.658203
	Iteration 29Q: 3 clusters Score -1862141 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1862158.750000 Penalty: 3186.658203
	Iteration 30Q: 3 clusters Score -1862159 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1862174.375000 Penalty: 3186.658203
	Iteration 31Q: 3 clusters Score -1862174 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1862195.875000 Penalty: 3186.658203
	Iteration 32Q: 3 clusters Score -1862196 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1862213.250000 Penalty: 3186.658203
	Iteration 33Q: 3 clusters Score -1862213 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1862228.125000 Penalty: 3186.658203
	Iteration 34Q: 3 clusters Score -1862228 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1862254.250000 Penalty: 3186.658203
	Iteration 35Q: 3 clusters Score -1862254 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1862270.375000 Penalty: 3186.658203
	Iteration 36Q: 3 clusters Score -1862270 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1862300.250000 Penalty: 3186.658203
	Iteration 37Q: 3 clusters Score -1862300 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1862323.625000 Penalty: 3186.658203
	Iteration 38Q: 3 clusters Score -1862324 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1862340.875000 Penalty: 3186.658203
	Iteration 39Q: 3 clusters Score -1862341 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1862361.125000 Penalty: 3186.658203
	Iteration 40F: 3 clusters Score -1862361 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1862370.625000 Penalty: 3186.658203
	Iteration 41Q: 3 clusters Score -1862371 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1862374.000000 Penalty: 3186.658203
	Iteration 42Q: 3 clusters Score -1862374 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1862376.375000 Penalty: 3186.658203
	Iteration 43Q: 3 clusters Score -1862376 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1862391.750000 Penalty: 3186.658203
	Iteration 44Q: 3 clusters Score -1862392 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1862393.875000 Penalty: 3186.658203
	Iteration 45Q: 3 clusters Score -1862394 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1862403.500000 Penalty: 3186.658203
	Iteration 46Q: 3 clusters Score -1862404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1862405.625000 Penalty: 3186.658203
	Iteration 47Q: 3 clusters Score -1862406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1862415.750000 Penalty: 3186.658203
	Iteration 48Q: 3 clusters Score -1862416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1862422.625000 Penalty: 3186.658203
	Iteration 49Q: 3 clusters Score -1862423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1862419.500000 Penalty: 3186.658203
	Iteration 50Q: 3 clusters Score -1862420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1862421.875000 Penalty: 3186.658203
	Iteration 51Q: 3 clusters Score -1862422 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1862428.875000 Penalty: 3186.658203
	Iteration 52Q: 3 clusters Score -1862429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1862430.875000 Penalty: 3186.658203
	Iteration 53Q: 3 clusters Score -1862431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1862432.625000 Penalty: 3186.658203
	Iteration 54Q: 3 clusters Score -1862433 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1862435.250000 Penalty: 3186.658203
	Iteration 55Q: 3 clusters Score -1862435 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1862440.375000 Penalty: 3186.658203
	Iteration 56Q: 3 clusters Score -1862440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1862435.625000 Penalty: 3186.658203
	Iteration 57Q: 3 clusters Score -1862436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1862440.000000 Penalty: 3186.658203
	Iteration 58Q: 3 clusters Score -1862440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1862443.625000 Penalty: 3186.658203
	Iteration 59Q: 3 clusters Score -1862444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1862449.375000 Penalty: 3186.658203
	Iteration 60F: 3 clusters Score -1862449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1862450.000000 Penalty: 3186.658203
	Iteration 61Q: 3 clusters Score -1862450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1862451.625000 Penalty: 3186.658203
	Iteration 62Q: 3 clusters Score -1862452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1862455.625000 Penalty: 3186.658203
	Iteration 63Q: 3 clusters Score -1862456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1862454.625000 Penalty: 3186.658203
	Iteration 64Q: 3 clusters Score -1862455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1862457.125000 Penalty: 3186.658203
	Iteration 65Q: 3 clusters Score -1862457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1862454.125000 Penalty: 3186.658203
	Iteration 66Q: 3 clusters Score -1862454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1862453.625000 Penalty: 3186.658203
	Iteration 67Q: 3 clusters Score -1862454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1862457.500000 Penalty: 3186.658203
	Iteration 68Q: 3 clusters Score -1862458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1862458.750000 Penalty: 3186.658203
	Iteration 69Q: 3 clusters Score -1862459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1862457.250000 Penalty: 3186.658203
	Iteration 70Q: 3 clusters Score -1862457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1862460.625000 Penalty: 3186.658203
	Iteration 71Q: 3 clusters Score -1862461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1862462.875000 Penalty: 3186.658203
	Iteration 72Q: 3 clusters Score -1862463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1862462.875000 Penalty: 3186.658203
	Iteration 73Q: 3 clusters Score -1862463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1862463.750000 Penalty: 3186.658203
	Iteration 74Q: 3 clusters Score -1862464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1862463.375000 Penalty: 3186.658203
	Iteration 75Q: 3 clusters Score -1862463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1862462.125000 Penalty: 3186.658203
	Iteration 76Q: 3 clusters Score -1862462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1862463.000000 Penalty: 3186.658203
	Iteration 77Q: 3 clusters Score -1862463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1862463.000000 Penalty: 3186.658203
	Iteration 78F: 3 clusters Score -1862463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (43160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Entering Unmasked Estep 
Score: -4502665.500000 Penalty: 1734.308838
	Iteration 0F: 2 clusters Score -4502666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -4473767.000000 Penalty: 3468.617676
	Iteration 0F: 3 clusters Score -4473767 nChanged 20331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -4485743.000000 Penalty: 3468.617676
	Iteration 1F: 3 clusters Score -4485743 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -4486871.500000 Penalty: 3468.617676
	Iteration 2F: 3 clusters Score -4486872 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -4488362.500000 Penalty: 3468.617676
	Iteration 3F: 3 clusters Score -4488362 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -4490277.500000 Penalty: 3468.617676
	Iteration 4F: 3 clusters Score -4490278 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -4492359.000000 Penalty: 3468.617676
	Iteration 5F: 3 clusters Score -4492359 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -4494249.000000 Penalty: 3468.617676
	Iteration 6F: 3 clusters Score -4494249 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -4495675.500000 Penalty: 3468.617676
	Iteration 7F: 3 clusters Score -4495676 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -4496551.000000 Penalty: 3468.617676
	Iteration 8Q: 3 clusters Score -4496551 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -4497099.000000 Penalty: 3468.617676
	Iteration 9Q: 3 clusters Score -4497099 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -4497511.000000 Penalty: 3468.617676
	Iteration 10Q: 3 clusters Score -4497511 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -4497762.000000 Penalty: 3468.617676
	Iteration 11Q: 3 clusters Score -4497762 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -4497982.500000 Penalty: 3468.617676
	Iteration 12Q: 3 clusters Score -4497982 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -4498144.000000 Penalty: 3468.617676
	Iteration 13Q: 3 clusters Score -4498144 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -4498299.000000 Penalty: 3468.617676
	Iteration 14Q: 3 clusters Score -4498299 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -4498444.000000 Penalty: 3468.617676
	Iteration 15Q: 3 clusters Score -4498444 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -4498595.500000 Penalty: 3468.617676
	Iteration 16Q: 3 clusters Score -4498596 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -4498756.500000 Penalty: 3468.617676
	Iteration 17Q: 3 clusters Score -4498756 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -4498983.000000 Penalty: 3468.617676
	Iteration 18Q: 3 clusters Score -4498983 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -4499176.500000 Penalty: 3468.617676
	Iteration 19Q: 3 clusters Score -4499176 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -4499352.500000 Penalty: 3468.617676
	Iteration 20F: 3 clusters Score -4499352 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -4499550.500000 Penalty: 3468.617676
	Iteration 21Q: 3 clusters Score -4499550 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -4499680.500000 Penalty: 3468.617676
	Iteration 22Q: 3 clusters Score -4499680 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -4499830.000000 Penalty: 3468.617676
	Iteration 23Q: 3 clusters Score -4499830 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -4499981.500000 Penalty: 3468.617676
	Iteration 24Q: 3 clusters Score -4499982 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -4500088.500000 Penalty: 3468.617676
	Iteration 25Q: 3 clusters Score -4500088 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -4500196.500000 Penalty: 3468.617676
	Iteration 26Q: 3 clusters Score -4500196 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -4500289.000000 Penalty: 3468.617676
	Iteration 27Q: 3 clusters Score -4500289 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -4500367.000000 Penalty: 3468.617676
	Iteration 28Q: 3 clusters Score -4500367 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -4500438.000000 Penalty: 3468.617676
	Iteration 29Q: 3 clusters Score -4500438 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -4500492.000000 Penalty: 3468.617676
	Iteration 30Q: 3 clusters Score -4500492 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -4500532.000000 Penalty: 3468.617676
	Iteration 31Q: 3 clusters Score -4500532 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -4500566.000000 Penalty: 3468.617676
	Iteration 32Q: 3 clusters Score -4500566 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -4500620.000000 Penalty: 3468.617676
	Iteration 33Q: 3 clusters Score -4500620 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -4500640.500000 Penalty: 3468.617676
	Iteration 34Q: 3 clusters Score -4500640 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -4500686.500000 Penalty: 3468.617676
	Iteration 35Q: 3 clusters Score -4500686 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -4500712.000000 Penalty: 3468.617676
	Iteration 36Q: 3 clusters Score -4500712 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -4500725.000000 Penalty: 3468.617676
	Iteration 37Q: 3 clusters Score -4500725 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -4500750.000000 Penalty: 3468.617676
	Iteration 38Q: 3 clusters Score -4500750 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -4500780.500000 Penalty: 3468.617676
	Iteration 39Q: 3 clusters Score -4500780 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -4500797.000000 Penalty: 3468.617676
	Iteration 40F: 3 clusters Score -4500797 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -4500827.500000 Penalty: 3468.617676
	Iteration 41Q: 3 clusters Score -4500828 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -4500860.000000 Penalty: 3468.617676
	Iteration 42Q: 3 clusters Score -4500860 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -4500900.500000 Penalty: 3468.617676
	Iteration 43Q: 3 clusters Score -4500900 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -4500966.500000 Penalty: 3468.617676
	Iteration 44Q: 3 clusters Score -4500966 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -4501007.500000 Penalty: 3468.617676
	Iteration 45Q: 3 clusters Score -4501008 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -4501046.500000 Penalty: 3468.617676
	Iteration 46Q: 3 clusters Score -4501046 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -4501102.500000 Penalty: 3468.617676
	Iteration 47Q: 3 clusters Score -4501102 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -4501149.000000 Penalty: 3468.617676
	Iteration 48Q: 3 clusters Score -4501149 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -4501218.000000 Penalty: 3468.617676
	Iteration 49Q: 3 clusters Score -4501218 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -4501290.000000 Penalty: 3468.617676
	Iteration 50Q: 3 clusters Score -4501290 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -4501367.000000 Penalty: 3468.617676
	Iteration 51Q: 3 clusters Score -4501367 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -4501428.500000 Penalty: 3468.617676
	Iteration 52Q: 3 clusters Score -4501428 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -4501498.000000 Penalty: 3468.617676
	Iteration 53Q: 3 clusters Score -4501498 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -4501560.000000 Penalty: 3468.617676
	Iteration 54Q: 3 clusters Score -4501560 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -4501611.000000 Penalty: 3468.617676
	Iteration 55Q: 3 clusters Score -4501611 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -4501657.500000 Penalty: 3468.617676
	Iteration 56Q: 3 clusters Score -4501658 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -4501684.500000 Penalty: 3468.617676
	Iteration 57Q: 3 clusters Score -4501684 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -4501709.500000 Penalty: 3468.617676
	Iteration 58Q: 3 clusters Score -4501710 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -4501720.000000 Penalty: 3468.617676
	Iteration 59Q: 3 clusters Score -4501720 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -4501747.000000 Penalty: 3468.617676
	Iteration 60F: 3 clusters Score -4501747 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -4501758.000000 Penalty: 3468.617676
	Iteration 61Q: 3 clusters Score -4501758 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -4501759.500000 Penalty: 3468.617676
	Iteration 62Q: 3 clusters Score -4501760 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -4501778.500000 Penalty: 3468.617676
	Iteration 63Q: 3 clusters Score -4501778 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -4501786.500000 Penalty: 3468.617676
	Iteration 64Q: 3 clusters Score -4501786 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -4501787.000000 Penalty: 3468.617676
	Iteration 65Q: 3 clusters Score -4501787 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -4501796.500000 Penalty: 3468.617676
	Iteration 66Q: 3 clusters Score -4501796 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -4501808.000000 Penalty: 3468.617676
	Iteration 67Q: 3 clusters Score -4501808 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -4501819.000000 Penalty: 3468.617676
	Iteration 68Q: 3 clusters Score -4501819 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -4501832.500000 Penalty: 3468.617676
	Iteration 69Q: 3 clusters Score -4501832 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -4501838.000000 Penalty: 3468.617676
	Iteration 70Q: 3 clusters Score -4501838 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -4501851.000000 Penalty: 3468.617676
	Iteration 71Q: 3 clusters Score -4501851 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -4501857.000000 Penalty: 3468.617676
	Iteration 72Q: 3 clusters Score -4501857 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -4501865.500000 Penalty: 3468.617676
	Iteration 73Q: 3 clusters Score -4501866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -4501872.500000 Penalty: 3468.617676
	Iteration 74Q: 3 clusters Score -4501872 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -4501873.500000 Penalty: 3468.617676
	Iteration 75Q: 3 clusters Score -4501874 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -4501877.000000 Penalty: 3468.617676
	Iteration 76Q: 3 clusters Score -4501877 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -4501872.500000 Penalty: 3468.617676
	Iteration 77Q: 3 clusters Score -4501872 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -4501881.000000 Penalty: 3468.617676
	Iteration 78Q: 3 clusters Score -4501881 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -4501888.000000 Penalty: 3468.617676
	Iteration 79Q: 3 clusters Score -4501888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -4501895.000000 Penalty: 3468.617676
	Iteration 80F: 3 clusters Score -4501895 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -4501895.500000 Penalty: 3468.617676
	Iteration 81Q: 3 clusters Score -4501896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -4501899.500000 Penalty: 3468.617676
	Iteration 82Q: 3 clusters Score -4501900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -4501905.000000 Penalty: 3468.617676
	Iteration 83Q: 3 clusters Score -4501905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -4501906.500000 Penalty: 3468.617676
	Iteration 84Q: 3 clusters Score -4501906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -4501904.500000 Penalty: 3468.617676
	Iteration 85Q: 3 clusters Score -4501904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -4501915.000000 Penalty: 3468.617676
	Iteration 86Q: 3 clusters Score -4501915 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -4501918.500000 Penalty: 3468.617676
	Iteration 87Q: 3 clusters Score -4501918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -4501916.000000 Penalty: 3468.617676
	Iteration 88Q: 3 clusters Score -4501916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -4501911.500000 Penalty: 3468.617676
	Iteration 89Q: 3 clusters Score -4501912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -4501915.000000 Penalty: 3468.617676
	Iteration 90Q: 3 clusters Score -4501915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -4501916.500000 Penalty: 3468.617676
	Iteration 91Q: 3 clusters Score -4501916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -4501915.000000 Penalty: 3468.617676
	Iteration 92Q: 3 clusters Score -4501915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -4501914.000000 Penalty: 3468.617676
	Iteration 93Q: 3 clusters Score -4501914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -4501913.500000 Penalty: 3468.617676
	Iteration 94Q: 3 clusters Score -4501914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -4501915.000000 Penalty: 3468.617676
	Iteration 95Q: 3 clusters Score -4501915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -4501916.500000 Penalty: 3468.617676
	Iteration 96Q: 3 clusters Score -4501916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -4501917.500000 Penalty: 3468.617676
	Iteration 97Q: 3 clusters Score -4501918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -4501917.500000 Penalty: 3468.617676
	Iteration 98F: 3 clusters Score -4501918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1524 members 
Mstep: Class 3 contains 10343 members 
Mstep: Class 4 contains 14477 members 
Mstep: Class 5 contains 37126 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21295 members 
Mstep: Class 8 contains 2205 members 
Mstep: Class 9 contains 128332 members 
Mstep: Class 10 contains 24497 members 
Mstep: Class 11 contains 2764 members 
Mstep: Class 12 contains 6135 members 
Mstep: Class 13 contains 32866 members 
Mstep: Class 14 contains 11339 members 
Mstep: Class 15 contains 13408 members 
Mstep: Class 16 contains 31873 members 
Mstep: Class 17 contains 6603 members 
Mstep: Class 18 contains 18924 members 
Mstep: Class 19 contains 5173 members 
Mstep: Class 20 contains 120 members 
Mstep: Class 21 contains 6725 members 
Mstep: Class 22 contains 174360 members 
Mstep: Class 23 contains 2285 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 18870 members 
Mstep: Class 26 contains 18126 members 
Mstep: Class 27 contains 43160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65949456.000000 Penalty: 60839.660156
Iteration 79Q: 29 clusters Score -6.594946e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1524 members 
Mstep: Class 3 contains 10354 members 
Mstep: Class 4 contains 14477 members 
Mstep: Class 5 contains 37183 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21288 members 
Mstep: Class 8 contains 2205 members 
Mstep: Class 9 contains 128332 members 
Mstep: Class 10 contains 24490 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 6130 members 
Mstep: Class 13 contains 32861 members 
Mstep: Class 14 contains 11333 members 
Mstep: Class 15 contains 13408 members 
Mstep: Class 16 contains 31865 members 
Mstep: Class 17 contains 6583 members 
Mstep: Class 18 contains 18908 members 
Mstep: Class 19 contains 5174 members 
Mstep: Class 20 contains 115 members 
Mstep: Class 21 contains 6727 members 
Mstep: Class 22 contains 174360 members 
Mstep: Class 23 contains 2298 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 18864 members 
Mstep: Class 26 contains 18138 members 
Mstep: Class 27 contains 43162 members 
Mstep: Class 28 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65950644.000000 Penalty: 60839.660156
Iteration 80F: 29 clusters Score -6.595064e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1518 members 
Mstep: Class 3 contains 10364 members 
Mstep: Class 4 contains 14476 members 
Mstep: Class 5 contains 37183 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21284 members 
Mstep: Class 8 contains 2206 members 
Mstep: Class 9 contains 128336 members 
Mstep: Class 10 contains 24459 members 
Mstep: Class 11 contains 2778 members 
Mstep: Class 12 contains 6122 members 
Mstep: Class 13 contains 32853 members 
Mstep: Class 14 contains 11328 members 
Mstep: Class 15 contains 13412 members 
Mstep: Class 16 contains 31854 members 
Mstep: Class 17 contains 6557 members 
Mstep: Class 18 contains 18886 members 
Mstep: Class 19 contains 5177 members 
Mstep: Class 20 contains 144 members 
Mstep: Class 21 contains 6726 members 
Mstep: Class 22 contains 174361 members 
Mstep: Class 23 contains 2307 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 18860 members 
Mstep: Class 26 contains 18150 members 
Mstep: Class 27 contains 43149 members 
Mstep: Class 28 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951668.000000 Penalty: 60839.660156
Iteration 81Q: 29 clusters Score -6.595167e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1517 members 
Mstep: Class 3 contains 10380 members 
Mstep: Class 4 contains 14477 members 
Mstep: Class 5 contains 37210 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21283 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128325 members 
Mstep: Class 10 contains 24466 members 
Mstep: Class 11 contains 2784 members 
Mstep: Class 12 contains 6123 members 
Mstep: Class 13 contains 32845 members 
Mstep: Class 14 contains 11322 members 
Mstep: Class 15 contains 13399 members 
Mstep: Class 16 contains 31848 members 
Mstep: Class 17 contains 6533 members 
Mstep: Class 18 contains 18864 members 
Mstep: Class 19 contains 5181 members 
Mstep: Class 20 contains 143 members 
Mstep: Class 21 contains 6724 members 
Mstep: Class 22 contains 174359 members 
Mstep: Class 23 contains 2311 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 18854 members 
Mstep: Class 26 contains 18162 members 
Mstep: Class 27 contains 43143 members 
Mstep: Class 28 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951776.000000 Penalty: 60839.660156
Iteration 82Q: 29 clusters Score -6.595178e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1519 members 
Mstep: Class 3 contains 10389 members 
Mstep: Class 4 contains 14485 members 
Mstep: Class 5 contains 37270 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21278 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128315 members 
Mstep: Class 10 contains 24471 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 6120 members 
Mstep: Class 13 contains 32836 members 
Mstep: Class 14 contains 11312 members 
Mstep: Class 15 contains 13394 members 
Mstep: Class 16 contains 31830 members 
Mstep: Class 17 contains 6516 members 
Mstep: Class 18 contains 18841 members 
Mstep: Class 19 contains 5186 members 
Mstep: Class 20 contains 141 members 
Mstep: Class 21 contains 6723 members 
Mstep: Class 22 contains 174355 members 
Mstep: Class 23 contains 2318 members 
Mstep: Class 24 contains 3731 members 
Mstep: Class 25 contains 18842 members 
Mstep: Class 26 contains 18176 members 
Mstep: Class 27 contains 43141 members 
Mstep: Class 28 contains 490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951888.000000 Penalty: 60839.660156
Iteration 83Q: 29 clusters Score -6.595189e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1520 members 
Mstep: Class 3 contains 10396 members 
Mstep: Class 4 contains 14491 members 
Mstep: Class 5 contains 37313 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21271 members 
Mstep: Class 8 contains 2206 members 
Mstep: Class 9 contains 128303 members 
Mstep: Class 10 contains 24473 members 
Mstep: Class 11 contains 2800 members 
Mstep: Class 12 contains 6122 members 
Mstep: Class 13 contains 32833 members 
Mstep: Class 14 contains 11304 members 
Mstep: Class 15 contains 13387 members 
Mstep: Class 16 contains 31825 members 
Mstep: Class 17 contains 6496 members 
Mstep: Class 18 contains 18818 members 
Mstep: Class 19 contains 5187 members 
Mstep: Class 20 contains 140 members 
Mstep: Class 21 contains 6721 members 
Mstep: Class 22 contains 174354 members 
Mstep: Class 23 contains 2326 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 18832 members 
Mstep: Class 26 contains 18191 members 
Mstep: Class 27 contains 43145 members 
Mstep: Class 28 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951960.000000 Penalty: 60839.660156
Iteration 84Q: 29 clusters Score -6.595196e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1520 members 
Mstep: Class 3 contains 10405 members 
Mstep: Class 4 contains 14484 members 
Mstep: Class 5 contains 37362 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21263 members 
Mstep: Class 8 contains 2206 members 
Mstep: Class 9 contains 128292 members 
Mstep: Class 10 contains 24487 members 
Mstep: Class 11 contains 2810 members 
Mstep: Class 12 contains 6117 members 
Mstep: Class 13 contains 32832 members 
Mstep: Class 14 contains 11297 members 
Mstep: Class 15 contains 13382 members 
Mstep: Class 16 contains 31812 members 
Mstep: Class 17 contains 6474 members 
Mstep: Class 18 contains 18802 members 
Mstep: Class 19 contains 5189 members 
Mstep: Class 20 contains 140 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 174357 members 
Mstep: Class 23 contains 2329 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 18825 members 
Mstep: Class 26 contains 18210 members 
Mstep: Class 27 contains 43143 members 
Mstep: Class 28 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951876.000000 Penalty: 60839.660156
Iteration 85Q: 29 clusters Score -6.595188e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1520 members 
Mstep: Class 3 contains 10417 members 
Mstep: Class 4 contains 14488 members 
Mstep: Class 5 contains 37391 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21252 members 
Mstep: Class 8 contains 2206 members 
Mstep: Class 9 contains 128279 members 
Mstep: Class 10 contains 24501 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 6117 members 
Mstep: Class 13 contains 32828 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 13376 members 
Mstep: Class 16 contains 31802 members 
Mstep: Class 17 contains 6473 members 
Mstep: Class 18 contains 18786 members 
Mstep: Class 19 contains 5191 members 
Mstep: Class 20 contains 140 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 174355 members 
Mstep: Class 23 contains 2328 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 18821 members 
Mstep: Class 26 contains 18225 members 
Mstep: Class 27 contains 43131 members 
Mstep: Class 28 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952016.000000 Penalty: 60839.660156
Iteration 86Q: 29 clusters Score -6.595202e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1520 members 
Mstep: Class 3 contains 10421 members 
Mstep: Class 4 contains 14487 members 
Mstep: Class 5 contains 37430 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21247 members 
Mstep: Class 8 contains 2206 members 
Mstep: Class 9 contains 128267 members 
Mstep: Class 10 contains 24509 members 
Mstep: Class 11 contains 2827 members 
Mstep: Class 12 contains 6118 members 
Mstep: Class 13 contains 32822 members 
Mstep: Class 14 contains 11279 members 
Mstep: Class 15 contains 13372 members 
Mstep: Class 16 contains 31796 members 
Mstep: Class 17 contains 6468 members 
Mstep: Class 18 contains 18774 members 
Mstep: Class 19 contains 5193 members 
Mstep: Class 20 contains 140 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 174346 members 
Mstep: Class 23 contains 2328 members 
Mstep: Class 24 contains 3735 members 
Mstep: Class 25 contains 18820 members 
Mstep: Class 26 contains 18234 members 
Mstep: Class 27 contains 43128 members 
Mstep: Class 28 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952000.000000 Penalty: 60839.660156
Iteration 87Q: 29 clusters Score -6.5952e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1520 members 
Mstep: Class 3 contains 10425 members 
Mstep: Class 4 contains 14491 members 
Mstep: Class 5 contains 37464 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21240 members 
Mstep: Class 8 contains 2206 members 
Mstep: Class 9 contains 128262 members 
Mstep: Class 10 contains 24509 members 
Mstep: Class 11 contains 2835 members 
Mstep: Class 12 contains 6114 members 
Mstep: Class 13 contains 32821 members 
Mstep: Class 14 contains 11269 members 
Mstep: Class 15 contains 13364 members 
Mstep: Class 16 contains 31792 members 
Mstep: Class 17 contains 6459 members 
Mstep: Class 18 contains 18765 members 
Mstep: Class 19 contains 5196 members 
Mstep: Class 20 contains 140 members 
Mstep: Class 21 contains 6717 members 
Mstep: Class 22 contains 174338 members 
Mstep: Class 23 contains 2328 members 
Mstep: Class 24 contains 3735 members 
Mstep: Class 25 contains 18818 members 
Mstep: Class 26 contains 18246 members 
Mstep: Class 27 contains 43129 members 
Mstep: Class 28 contains 504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951948.000000 Penalty: 60839.660156
Iteration 88Q: 29 clusters Score -6.595195e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1520 members 
Mstep: Class 3 contains 10427 members 
Mstep: Class 4 contains 14487 members 
Mstep: Class 5 contains 37499 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21240 members 
Mstep: Class 8 contains 2206 members 
Mstep: Class 9 contains 128251 members 
Mstep: Class 10 contains 24514 members 
Mstep: Class 11 contains 2840 members 
Mstep: Class 12 contains 6116 members 
Mstep: Class 13 contains 32816 members 
Mstep: Class 14 contains 11260 members 
Mstep: Class 15 contains 13362 members 
Mstep: Class 16 contains 31783 members 
Mstep: Class 17 contains 6453 members 
Mstep: Class 18 contains 18762 members 
Mstep: Class 19 contains 5196 members 
Mstep: Class 20 contains 140 members 
Mstep: Class 21 contains 6716 members 
Mstep: Class 22 contains 174329 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3735 members 
Mstep: Class 25 contains 18816 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 43132 members 
Mstep: Class 28 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951992.000000 Penalty: 60839.660156
Iteration 89Q: 29 clusters Score -6.595199e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1520 members 
Mstep: Class 3 contains 10428 members 
Mstep: Class 4 contains 14486 members 
Mstep: Class 5 contains 37517 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21236 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128248 members 
Mstep: Class 10 contains 24520 members 
Mstep: Class 11 contains 2843 members 
Mstep: Class 12 contains 6116 members 
Mstep: Class 13 contains 32815 members 
Mstep: Class 14 contains 11259 members 
Mstep: Class 15 contains 13360 members 
Mstep: Class 16 contains 31775 members 
Mstep: Class 17 contains 6436 members 
Mstep: Class 18 contains 18760 members 
Mstep: Class 19 contains 5196 members 
Mstep: Class 20 contains 140 members 
Mstep: Class 21 contains 6716 members 
Mstep: Class 22 contains 174332 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3735 members 
Mstep: Class 25 contains 18815 members 
Mstep: Class 26 contains 18257 members 
Mstep: Class 27 contains 43136 members 
Mstep: Class 28 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952040.000000 Penalty: 60839.660156
Iteration 90Q: 29 clusters Score -6.595204e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1521 members 
Mstep: Class 3 contains 10429 members 
Mstep: Class 4 contains 14478 members 
Mstep: Class 5 contains 37541 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21236 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128246 members 
Mstep: Class 10 contains 24521 members 
Mstep: Class 11 contains 2846 members 
Mstep: Class 12 contains 6115 members 
Mstep: Class 13 contains 32812 members 
Mstep: Class 14 contains 11259 members 
Mstep: Class 15 contains 13360 members 
Mstep: Class 16 contains 31769 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 18760 members 
Mstep: Class 19 contains 5197 members 
Mstep: Class 20 contains 140 members 
Mstep: Class 21 contains 6716 members 
Mstep: Class 22 contains 174329 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3735 members 
Mstep: Class 25 contains 18814 members 
Mstep: Class 26 contains 18262 members 
Mstep: Class 27 contains 43136 members 
Mstep: Class 28 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951984.000000 Penalty: 60839.660156
Iteration 91Q: 29 clusters Score -6.595198e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1521 members 
Mstep: Class 3 contains 10430 members 
Mstep: Class 4 contains 14466 members 
Mstep: Class 5 contains 37557 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21232 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128245 members 
Mstep: Class 10 contains 24519 members 
Mstep: Class 11 contains 2850 members 
Mstep: Class 12 contains 6118 members 
Mstep: Class 13 contains 32807 members 
Mstep: Class 14 contains 11257 members 
Mstep: Class 15 contains 13372 members 
Mstep: Class 16 contains 31763 members 
Mstep: Class 17 contains 6410 members 
Mstep: Class 18 contains 18761 members 
Mstep: Class 19 contains 5197 members 
Mstep: Class 20 contains 140 members 
Mstep: Class 21 contains 6716 members 
Mstep: Class 22 contains 174332 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3736 members 
Mstep: Class 25 contains 18812 members 
Mstep: Class 26 contains 18263 members 
Mstep: Class 27 contains 43139 members 
Mstep: Class 28 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952004.000000 Penalty: 60839.660156
Iteration 92Q: 29 clusters Score -6.5952e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1521 members 
Mstep: Class 3 contains 10430 members 
Mstep: Class 4 contains 14463 members 
Mstep: Class 5 contains 37572 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21232 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128240 members 
Mstep: Class 10 contains 24518 members 
Mstep: Class 11 contains 2850 members 
Mstep: Class 12 contains 6121 members 
Mstep: Class 13 contains 32804 members 
Mstep: Class 14 contains 11256 members 
Mstep: Class 15 contains 13383 members 
Mstep: Class 16 contains 31758 members 
Mstep: Class 17 contains 6397 members 
Mstep: Class 18 contains 18755 members 
Mstep: Class 19 contains 5197 members 
Mstep: Class 20 contains 140 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 174336 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3736 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 18264 members 
Mstep: Class 27 contains 43142 members 
Mstep: Class 28 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952024.000000 Penalty: 60839.660156
Iteration 93Q: 29 clusters Score -6.595202e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1521 members 
Mstep: Class 3 contains 10432 members 
Mstep: Class 4 contains 14452 members 
Mstep: Class 5 contains 37580 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21233 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128235 members 
Mstep: Class 10 contains 24517 members 
Mstep: Class 11 contains 2853 members 
Mstep: Class 12 contains 6121 members 
Mstep: Class 13 contains 32802 members 
Mstep: Class 14 contains 11253 members 
Mstep: Class 15 contains 13399 members 
Mstep: Class 16 contains 31753 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 18752 members 
Mstep: Class 19 contains 5197 members 
Mstep: Class 20 contains 140 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 174343 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3736 members 
Mstep: Class 25 contains 18814 members 
Mstep: Class 26 contains 18266 members 
Mstep: Class 27 contains 43145 members 
Mstep: Class 28 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951988.000000 Penalty: 60839.660156
Iteration 94Q: 29 clusters Score -6.595199e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1521 members 
Mstep: Class 3 contains 10436 members 
Mstep: Class 4 contains 14432 members 
Mstep: Class 5 contains 37592 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21232 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128239 members 
Mstep: Class 10 contains 24519 members 
Mstep: Class 11 contains 2856 members 
Mstep: Class 12 contains 6122 members 
Mstep: Class 13 contains 32798 members 
Mstep: Class 14 contains 11251 members 
Mstep: Class 15 contains 13412 members 
Mstep: Class 16 contains 31751 members 
Mstep: Class 17 contains 6365 members 
Mstep: Class 18 contains 18750 members 
Mstep: Class 19 contains 5198 members 
Mstep: Class 20 contains 140 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 174349 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3736 members 
Mstep: Class 25 contains 18814 members 
Mstep: Class 26 contains 18268 members 
Mstep: Class 27 contains 43145 members 
Mstep: Class 28 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952000.000000 Penalty: 60839.660156
Iteration 95Q: 29 clusters Score -6.5952e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1521 members 
Mstep: Class 3 contains 10443 members 
Mstep: Class 4 contains 14411 members 
Mstep: Class 5 contains 37600 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21233 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128242 members 
Mstep: Class 10 contains 24523 members 
Mstep: Class 11 contains 2856 members 
Mstep: Class 12 contains 6121 members 
Mstep: Class 13 contains 32793 members 
Mstep: Class 14 contains 11250 members 
Mstep: Class 15 contains 13424 members 
Mstep: Class 16 contains 31746 members 
Mstep: Class 17 contains 6354 members 
Mstep: Class 18 contains 18745 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 140 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 174354 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3736 members 
Mstep: Class 25 contains 18815 members 
Mstep: Class 26 contains 18272 members 
Mstep: Class 27 contains 43148 members 
Mstep: Class 28 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951960.000000 Penalty: 60839.660156
Iteration 96Q: 29 clusters Score -6.595196e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1521 members 
Mstep: Class 3 contains 10447 members 
Mstep: Class 4 contains 14399 members 
Mstep: Class 5 contains 37619 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21234 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128244 members 
Mstep: Class 10 contains 24526 members 
Mstep: Class 11 contains 2857 members 
Mstep: Class 12 contains 6121 members 
Mstep: Class 13 contains 32785 members 
Mstep: Class 14 contains 11249 members 
Mstep: Class 15 contains 13435 members 
Mstep: Class 16 contains 31741 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 18744 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 140 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 174352 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18816 members 
Mstep: Class 26 contains 18272 members 
Mstep: Class 27 contains 43150 members 
Mstep: Class 28 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951968.000000 Penalty: 60839.660156
Iteration 97Q: 29 clusters Score -6.595197e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1521 members 
Mstep: Class 3 contains 10448 members 
Mstep: Class 4 contains 14378 members 
Mstep: Class 5 contains 37643 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21233 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128249 members 
Mstep: Class 10 contains 24530 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 6123 members 
Mstep: Class 13 contains 32781 members 
Mstep: Class 14 contains 11249 members 
Mstep: Class 15 contains 13442 members 
Mstep: Class 16 contains 31734 members 
Mstep: Class 17 contains 6319 members 
Mstep: Class 18 contains 18743 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 140 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 174355 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3736 members 
Mstep: Class 25 contains 18816 members 
Mstep: Class 26 contains 18272 members 
Mstep: Class 27 contains 43157 members 
Mstep: Class 28 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951976.000000 Penalty: 60839.660156
Iteration 98Q: 29 clusters Score -6.595198e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1521 members 
Mstep: Class 3 contains 10450 members 
Mstep: Class 4 contains 14355 members 
Mstep: Class 5 contains 37665 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21234 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128251 members 
Mstep: Class 10 contains 24540 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 6120 members 
Mstep: Class 13 contains 32779 members 
Mstep: Class 14 contains 11249 members 
Mstep: Class 15 contains 13451 members 
Mstep: Class 16 contains 31726 members 
Mstep: Class 17 contains 6304 members 
Mstep: Class 18 contains 18743 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 140 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 174354 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3736 members 
Mstep: Class 25 contains 18814 members 
Mstep: Class 26 contains 18275 members 
Mstep: Class 27 contains 43162 members 
Mstep: Class 28 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951984.000000 Penalty: 60839.660156
Iteration 99Q: 29 clusters Score -6.595198e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1521 members 
Mstep: Class 3 contains 10450 members 
Mstep: Class 4 contains 14322 members 
Mstep: Class 5 contains 37687 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21233 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128255 members 
Mstep: Class 10 contains 24545 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 6119 members 
Mstep: Class 13 contains 32778 members 
Mstep: Class 14 contains 11249 members 
Mstep: Class 15 contains 13468 members 
Mstep: Class 16 contains 31721 members 
Mstep: Class 17 contains 6299 members 
Mstep: Class 18 contains 18736 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 140 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 174350 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3736 members 
Mstep: Class 25 contains 18812 members 
Mstep: Class 26 contains 18279 members 
Mstep: Class 27 contains 43169 members 
Mstep: Class 28 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952496.000000 Penalty: 60839.660156
Iteration 100F: 29 clusters Score -6.59525e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 10451 members 
Mstep: Class 4 contains 14295 members 
Mstep: Class 5 contains 37699 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21232 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128263 members 
Mstep: Class 10 contains 24546 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 6118 members 
Mstep: Class 13 contains 32777 members 
Mstep: Class 14 contains 11250 members 
Mstep: Class 15 contains 13486 members 
Mstep: Class 16 contains 31722 members 
Mstep: Class 17 contains 6291 members 
Mstep: Class 18 contains 18726 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 155 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 174349 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3736 members 
Mstep: Class 25 contains 18810 members 
Mstep: Class 26 contains 18281 members 
Mstep: Class 27 contains 43176 members 
Mstep: Class 28 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952844.000000 Penalty: 60839.660156
Iteration 101Q: 29 clusters Score -6.595284e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1515 members 
Mstep: Class 3 contains 10452 members 
Mstep: Class 4 contains 14261 members 
Mstep: Class 5 contains 37718 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21231 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128267 members 
Mstep: Class 10 contains 24551 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 6121 members 
Mstep: Class 13 contains 32777 members 
Mstep: Class 14 contains 11250 members 
Mstep: Class 15 contains 13499 members 
Mstep: Class 16 contains 31719 members 
Mstep: Class 17 contains 6286 members 
Mstep: Class 18 contains 18714 members 
Mstep: Class 19 contains 5198 members 
Mstep: Class 20 contains 154 members 
Mstep: Class 21 contains 6716 members 
Mstep: Class 22 contains 174350 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3736 members 
Mstep: Class 25 contains 18808 members 
Mstep: Class 26 contains 18282 members 
Mstep: Class 27 contains 43188 members 
Mstep: Class 28 contains 514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952952.000000 Penalty: 60839.660156
Iteration 102Q: 29 clusters Score -6.595295e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10455 members 
Mstep: Class 4 contains 14243 members 
Mstep: Class 5 contains 37736 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21228 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128270 members 
Mstep: Class 10 contains 24561 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 6122 members 
Mstep: Class 13 contains 32776 members 
Mstep: Class 14 contains 11250 members 
Mstep: Class 15 contains 13504 members 
Mstep: Class 16 contains 31714 members 
Mstep: Class 17 contains 6281 members 
Mstep: Class 18 contains 18700 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 153 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 174350 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3736 members 
Mstep: Class 25 contains 18809 members 
Mstep: Class 26 contains 18283 members 
Mstep: Class 27 contains 43193 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952932.000000 Penalty: 60839.660156
Iteration 103Q: 29 clusters Score -6.595293e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10456 members 
Mstep: Class 4 contains 14226 members 
Mstep: Class 5 contains 37747 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21228 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128270 members 
Mstep: Class 10 contains 24567 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 6125 members 
Mstep: Class 13 contains 32774 members 
Mstep: Class 14 contains 11250 members 
Mstep: Class 15 contains 13500 members 
Mstep: Class 16 contains 31709 members 
Mstep: Class 17 contains 6280 members 
Mstep: Class 18 contains 18689 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 154 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174351 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3736 members 
Mstep: Class 25 contains 18809 members 
Mstep: Class 26 contains 18285 members 
Mstep: Class 27 contains 43209 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952860.000000 Penalty: 60839.660156
Iteration 104Q: 29 clusters Score -6.595286e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10458 members 
Mstep: Class 4 contains 14217 members 
Mstep: Class 5 contains 37753 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21227 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128268 members 
Mstep: Class 10 contains 24576 members 
Mstep: Class 11 contains 2859 members 
Mstep: Class 12 contains 6123 members 
Mstep: Class 13 contains 32772 members 
Mstep: Class 14 contains 11249 members 
Mstep: Class 15 contains 13494 members 
Mstep: Class 16 contains 31707 members 
Mstep: Class 17 contains 6278 members 
Mstep: Class 18 contains 18678 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 154 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174355 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3736 members 
Mstep: Class 25 contains 18810 members 
Mstep: Class 26 contains 18287 members 
Mstep: Class 27 contains 43222 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952780.000000 Penalty: 60839.660156
Iteration 105Q: 29 clusters Score -6.595278e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10461 members 
Mstep: Class 4 contains 14209 members 
Mstep: Class 5 contains 37757 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21227 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128268 members 
Mstep: Class 10 contains 24574 members 
Mstep: Class 11 contains 2860 members 
Mstep: Class 12 contains 6126 members 
Mstep: Class 13 contains 32772 members 
Mstep: Class 14 contains 11249 members 
Mstep: Class 15 contains 13497 members 
Mstep: Class 16 contains 31701 members 
Mstep: Class 17 contains 6278 members 
Mstep: Class 18 contains 18671 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 154 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174359 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3736 members 
Mstep: Class 25 contains 18810 members 
Mstep: Class 26 contains 18288 members 
Mstep: Class 27 contains 43226 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952776.000000 Penalty: 60839.660156
Iteration 106Q: 29 clusters Score -6.595278e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10466 members 
Mstep: Class 4 contains 14204 members 
Mstep: Class 5 contains 37765 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21226 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128264 members 
Mstep: Class 10 contains 24578 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6127 members 
Mstep: Class 13 contains 32771 members 
Mstep: Class 14 contains 11249 members 
Mstep: Class 15 contains 13497 members 
Mstep: Class 16 contains 31694 members 
Mstep: Class 17 contains 6278 members 
Mstep: Class 18 contains 18664 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 154 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174363 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3736 members 
Mstep: Class 25 contains 18810 members 
Mstep: Class 26 contains 18291 members 
Mstep: Class 27 contains 43225 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952796.000000 Penalty: 60839.660156
Iteration 107Q: 29 clusters Score -6.59528e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10469 members 
Mstep: Class 4 contains 14199 members 
Mstep: Class 5 contains 37765 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21227 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128265 members 
Mstep: Class 10 contains 24576 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6128 members 
Mstep: Class 13 contains 32768 members 
Mstep: Class 14 contains 11249 members 
Mstep: Class 15 contains 13499 members 
Mstep: Class 16 contains 31685 members 
Mstep: Class 17 contains 6278 members 
Mstep: Class 18 contains 18660 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 154 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174372 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18810 members 
Mstep: Class 26 contains 18294 members 
Mstep: Class 27 contains 43227 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952800.000000 Penalty: 60839.660156
Iteration 108Q: 29 clusters Score -6.59528e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10470 members 
Mstep: Class 4 contains 14193 members 
Mstep: Class 5 contains 37770 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128263 members 
Mstep: Class 10 contains 24572 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6131 members 
Mstep: Class 13 contains 32767 members 
Mstep: Class 14 contains 11249 members 
Mstep: Class 15 contains 13499 members 
Mstep: Class 16 contains 31679 members 
Mstep: Class 17 contains 6278 members 
Mstep: Class 18 contains 18653 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 154 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174377 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18810 members 
Mstep: Class 26 contains 18296 members 
Mstep: Class 27 contains 43234 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952848.000000 Penalty: 60839.660156
Iteration 109Q: 29 clusters Score -6.595285e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10471 members 
Mstep: Class 4 contains 14177 members 
Mstep: Class 5 contains 37777 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21233 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128263 members 
Mstep: Class 10 contains 24572 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6134 members 
Mstep: Class 13 contains 32767 members 
Mstep: Class 14 contains 11248 members 
Mstep: Class 15 contains 13494 members 
Mstep: Class 16 contains 31669 members 
Mstep: Class 17 contains 6278 members 
Mstep: Class 18 contains 18654 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 154 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174384 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 18297 members 
Mstep: Class 27 contains 43242 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952900.000000 Penalty: 60839.660156
Iteration 110Q: 29 clusters Score -6.59529e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10471 members 
Mstep: Class 4 contains 14161 members 
Mstep: Class 5 contains 37785 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21235 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128262 members 
Mstep: Class 10 contains 24571 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6136 members 
Mstep: Class 13 contains 32767 members 
Mstep: Class 14 contains 11247 members 
Mstep: Class 15 contains 13495 members 
Mstep: Class 16 contains 31665 members 
Mstep: Class 17 contains 6278 members 
Mstep: Class 18 contains 18650 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 154 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174390 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18810 members 
Mstep: Class 26 contains 18297 members 
Mstep: Class 27 contains 43251 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952916.000000 Penalty: 60839.660156
Iteration 111Q: 29 clusters Score -6.595292e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10473 members 
Mstep: Class 4 contains 14139 members 
Mstep: Class 5 contains 37794 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21237 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128258 members 
Mstep: Class 10 contains 24570 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6136 members 
Mstep: Class 13 contains 32767 members 
Mstep: Class 14 contains 11247 members 
Mstep: Class 15 contains 13501 members 
Mstep: Class 16 contains 31670 members 
Mstep: Class 17 contains 6277 members 
Mstep: Class 18 contains 18647 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 154 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174392 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 18297 members 
Mstep: Class 27 contains 43255 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952996.000000 Penalty: 60839.660156
Iteration 112Q: 29 clusters Score -6.5953e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10475 members 
Mstep: Class 4 contains 14126 members 
Mstep: Class 5 contains 37804 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21235 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128254 members 
Mstep: Class 10 contains 24570 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6136 members 
Mstep: Class 13 contains 32767 members 
Mstep: Class 14 contains 11247 members 
Mstep: Class 15 contains 13504 members 
Mstep: Class 16 contains 31664 members 
Mstep: Class 17 contains 6276 members 
Mstep: Class 18 contains 18641 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 154 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174401 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18812 members 
Mstep: Class 26 contains 18297 members 
Mstep: Class 27 contains 43262 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952940.000000 Penalty: 60839.660156
Iteration 113Q: 29 clusters Score -6.595294e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10475 members 
Mstep: Class 4 contains 14112 members 
Mstep: Class 5 contains 37810 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21234 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128254 members 
Mstep: Class 10 contains 24569 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6137 members 
Mstep: Class 13 contains 32767 members 
Mstep: Class 14 contains 11247 members 
Mstep: Class 15 contains 13514 members 
Mstep: Class 16 contains 31657 members 
Mstep: Class 17 contains 6276 members 
Mstep: Class 18 contains 18636 members 
Mstep: Class 19 contains 5200 members 
Mstep: Class 20 contains 154 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174405 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18812 members 
Mstep: Class 26 contains 18298 members 
Mstep: Class 27 contains 43267 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952940.000000 Penalty: 60839.660156
Iteration 114Q: 29 clusters Score -6.595294e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10475 members 
Mstep: Class 4 contains 14093 members 
Mstep: Class 5 contains 37819 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21234 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128251 members 
Mstep: Class 10 contains 24566 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6139 members 
Mstep: Class 13 contains 32767 members 
Mstep: Class 14 contains 11246 members 
Mstep: Class 15 contains 13523 members 
Mstep: Class 16 contains 31653 members 
Mstep: Class 17 contains 6276 members 
Mstep: Class 18 contains 18636 members 
Mstep: Class 19 contains 5200 members 
Mstep: Class 20 contains 154 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174407 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 18298 members 
Mstep: Class 27 contains 43276 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952952.000000 Penalty: 60839.660156
Iteration 115Q: 29 clusters Score -6.595295e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10475 members 
Mstep: Class 4 contains 14068 members 
Mstep: Class 5 contains 37823 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21235 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128251 members 
Mstep: Class 10 contains 24565 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6141 members 
Mstep: Class 13 contains 32767 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13531 members 
Mstep: Class 16 contains 31649 members 
Mstep: Class 17 contains 6276 members 
Mstep: Class 18 contains 18635 members 
Mstep: Class 19 contains 5200 members 
Mstep: Class 20 contains 154 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174411 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18809 members 
Mstep: Class 26 contains 18298 members 
Mstep: Class 27 contains 43291 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952884.000000 Penalty: 60839.660156
Iteration 116Q: 29 clusters Score -6.595288e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10476 members 
Mstep: Class 4 contains 14055 members 
Mstep: Class 5 contains 37829 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21235 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128247 members 
Mstep: Class 10 contains 24567 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6141 members 
Mstep: Class 13 contains 32767 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13534 members 
Mstep: Class 16 contains 31644 members 
Mstep: Class 17 contains 6276 members 
Mstep: Class 18 contains 18636 members 
Mstep: Class 19 contains 5200 members 
Mstep: Class 20 contains 154 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174413 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18810 members 
Mstep: Class 26 contains 18298 members 
Mstep: Class 27 contains 43297 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952972.000000 Penalty: 60839.660156
Iteration 117Q: 29 clusters Score -6.595297e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10481 members 
Mstep: Class 4 contains 14042 members 
Mstep: Class 5 contains 37840 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21235 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128249 members 
Mstep: Class 10 contains 24562 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6140 members 
Mstep: Class 13 contains 32767 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13536 members 
Mstep: Class 16 contains 31640 members 
Mstep: Class 17 contains 6276 members 
Mstep: Class 18 contains 18631 members 
Mstep: Class 19 contains 5200 members 
Mstep: Class 20 contains 154 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174418 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18809 members 
Mstep: Class 26 contains 18298 members 
Mstep: Class 27 contains 43301 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65953004.000000 Penalty: 60839.660156
Iteration 118Q: 29 clusters Score -6.5953e+07 nChanged 55
Entering ConstructFrom: 
Score: -65953004.000000 Penalty: 60839.660156
Entering ConstructFrom: 
Trying to split cluster 1 (2226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Entering Unmasked Estep 
Score: -216300.421875 Penalty: 1252.543701
	Iteration 0F: 2 clusters Score -216300.4 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 1105 members 
Entering Unmasked Estep 
Score: -214072.156250 Penalty: 2505.087402
	Iteration 0F: 3 clusters Score -214072.2 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -214575.203125 Penalty: 2505.087402
	Iteration 1F: 3 clusters Score -214575.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -214725.140625 Penalty: 2505.087402
	Iteration 2F: 3 clusters Score -214725.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -214811.390625 Penalty: 2505.087402
	Iteration 3F: 3 clusters Score -214811.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -214875.312500 Penalty: 2505.087402
	Iteration 4Q: 3 clusters Score -214875.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -214957.859375 Penalty: 2505.087402
	Iteration 5Q: 3 clusters Score -214957.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -215098.578125 Penalty: 2505.087402
	Iteration 6Q: 3 clusters Score -215098.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -215229.359375 Penalty: 2505.087402
	Iteration 7Q: 3 clusters Score -215229.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -215329.843750 Penalty: 2505.087402
	Iteration 8Q: 3 clusters Score -215329.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -215386.312500 Penalty: 2505.087402
	Iteration 9Q: 3 clusters Score -215386.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -215431.078125 Penalty: 2505.087402
	Iteration 10Q: 3 clusters Score -215431.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -215468.968750 Penalty: 2505.087402
	Iteration 11Q: 3 clusters Score -215469 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -215491.765625 Penalty: 2505.087402
	Iteration 12Q: 3 clusters Score -215491.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -215506.468750 Penalty: 2505.087402
	Iteration 13Q: 3 clusters Score -215506.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -215518.156250 Penalty: 2505.087402
	Iteration 14Q: 3 clusters Score -215518.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -215531.234375 Penalty: 2505.087402
	Iteration 15Q: 3 clusters Score -215531.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -215548.125000 Penalty: 2505.087402
	Iteration 16Q: 3 clusters Score -215548.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -215560.093750 Penalty: 2505.087402
	Iteration 17Q: 3 clusters Score -215560.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -215575.078125 Penalty: 2505.087402
	Iteration 18Q: 3 clusters Score -215575.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -215600.171875 Penalty: 2505.087402
	Iteration 19Q: 3 clusters Score -215600.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -215636.687500 Penalty: 2505.087402
	Iteration 20F: 3 clusters Score -215636.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -215660.593750 Penalty: 2505.087402
	Iteration 21Q: 3 clusters Score -215660.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -215673.890625 Penalty: 2505.087402
	Iteration 22Q: 3 clusters Score -215673.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -215686.656250 Penalty: 2505.087402
	Iteration 23Q: 3 clusters Score -215686.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -215693.203125 Penalty: 2505.087402
	Iteration 24Q: 3 clusters Score -215693.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -215697.343750 Penalty: 2505.087402
	Iteration 25Q: 3 clusters Score -215697.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -215699.781250 Penalty: 2505.087402
	Iteration 26Q: 3 clusters Score -215699.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -215701.890625 Penalty: 2505.087402
	Iteration 27Q: 3 clusters Score -215701.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -215701.890625 Penalty: 2505.087402
	Iteration 28Q: 3 clusters Score -215701.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -215701.890625 Penalty: 2505.087402
	Iteration 29F: 3 clusters Score -215701.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -140208.234375 Penalty: 1189.907959
	Iteration 0F: 2 clusters Score -140208.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -138516.859375 Penalty: 2379.815918
	Iteration 0F: 3 clusters Score -138516.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -139344.828125 Penalty: 2379.815918
	Iteration 1F: 3 clusters Score -139344.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -139856.609375 Penalty: 2379.815918
	Iteration 2F: 3 clusters Score -139856.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -140195.640625 Penalty: 2379.815918
	Iteration 3F: 3 clusters Score -140195.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -140403.843750 Penalty: 2379.815918
	Iteration 4F: 3 clusters Score -140403.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -140475.906250 Penalty: 2379.815918
	Iteration 5Q: 3 clusters Score -140475.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -140511.562500 Penalty: 2379.815918
	Iteration 6Q: 3 clusters Score -140511.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -140535.437500 Penalty: 2379.815918
	Iteration 7Q: 3 clusters Score -140535.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -140557.796875 Penalty: 2379.815918
	Iteration 8Q: 3 clusters Score -140557.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -140567.078125 Penalty: 2379.815918
	Iteration 9Q: 3 clusters Score -140567.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -140578.156250 Penalty: 2379.815918
	Iteration 10Q: 3 clusters Score -140578.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -140585.156250 Penalty: 2379.815918
	Iteration 11Q: 3 clusters Score -140585.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -140585.718750 Penalty: 2379.815918
	Iteration 12Q: 3 clusters Score -140585.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -140588.421875 Penalty: 2379.815918
	Iteration 13Q: 3 clusters Score -140588.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -140592.140625 Penalty: 2379.815918
	Iteration 14Q: 3 clusters Score -140592.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -140592.953125 Penalty: 2379.815918
	Iteration 15Q: 3 clusters Score -140593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -140596.437500 Penalty: 2379.815918
	Iteration 16Q: 3 clusters Score -140596.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -140599.515625 Penalty: 2379.815918
	Iteration 17Q: 3 clusters Score -140599.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -140600.046875 Penalty: 2379.815918
	Iteration 18Q: 3 clusters Score -140600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -140600.500000 Penalty: 2379.815918
	Iteration 19Q: 3 clusters Score -140600.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -140600.953125 Penalty: 2379.815918
	Iteration 20F: 3 clusters Score -140601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 10484 members 
Mstep: Class 4 contains 14031 members 
Mstep: Class 5 contains 37849 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21234 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128250 members 
Mstep: Class 10 contains 24556 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6140 members 
Mstep: Class 13 contains 32766 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13539 members 
Mstep: Class 16 contains 31634 members 
Mstep: Class 17 contains 6276 members 
Mstep: Class 18 contains 18630 members 
Mstep: Class 19 contains 5200 members 
Mstep: Class 20 contains 154 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174423 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18808 members 
Mstep: Class 26 contains 18298 members 
Mstep: Class 27 contains 43307 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 422 members 
Entering Unmasked Estep 
Score: -65952548.000000 Penalty: 63012.507812
Splitting cluster 2 changes total score from -65953004.000000 to -65952548.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (10484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Entering Unmasked Estep 
Score: -1102078.125000 Penalty: 1504.360962
	Iteration 0F: 2 clusters Score -1102078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1094618.250000 Penalty: 3008.721924
	Iteration 0F: 3 clusters Score -1094618 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1096906.875000 Penalty: 3008.721924
	Iteration 1F: 3 clusters Score -1096907 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1097258.250000 Penalty: 3008.721924
	Iteration 2F: 3 clusters Score -1097258 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1097668.875000 Penalty: 3008.721924
	Iteration 3F: 3 clusters Score -1097669 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1098172.500000 Penalty: 3008.721924
	Iteration 4F: 3 clusters Score -1098172 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1098752.750000 Penalty: 3008.721924
	Iteration 5F: 3 clusters Score -1098753 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1099297.750000 Penalty: 3008.721924
	Iteration 6F: 3 clusters Score -1099298 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1099718.125000 Penalty: 3008.721924
	Iteration 7F: 3 clusters Score -1099718 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1100000.750000 Penalty: 3008.721924
	Iteration 8Q: 3 clusters Score -1100001 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1100181.375000 Penalty: 3008.721924
	Iteration 9Q: 3 clusters Score -1100181 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1100285.875000 Penalty: 3008.721924
	Iteration 10Q: 3 clusters Score -1100286 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1100330.375000 Penalty: 3008.721924
	Iteration 11Q: 3 clusters Score -1100330 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1100351.750000 Penalty: 3008.721924
	Iteration 12Q: 3 clusters Score -1100352 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1100367.250000 Penalty: 3008.721924
	Iteration 13Q: 3 clusters Score -1100367 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1100377.375000 Penalty: 3008.721924
	Iteration 14Q: 3 clusters Score -1100377 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1100386.000000 Penalty: 3008.721924
	Iteration 15Q: 3 clusters Score -1100386 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1100391.750000 Penalty: 3008.721924
	Iteration 16Q: 3 clusters Score -1100392 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1100397.750000 Penalty: 3008.721924
	Iteration 17Q: 3 clusters Score -1100398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1100399.625000 Penalty: 3008.721924
	Iteration 18Q: 3 clusters Score -1100400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1100403.000000 Penalty: 3008.721924
	Iteration 19Q: 3 clusters Score -1100403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1100406.125000 Penalty: 3008.721924
	Iteration 20F: 3 clusters Score -1100406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1100410.125000 Penalty: 3008.721924
	Iteration 21Q: 3 clusters Score -1100410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1100415.500000 Penalty: 3008.721924
	Iteration 22Q: 3 clusters Score -1100416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1100419.500000 Penalty: 3008.721924
	Iteration 23Q: 3 clusters Score -1100420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1100418.500000 Penalty: 3008.721924
	Iteration 24Q: 3 clusters Score -1100418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1100424.625000 Penalty: 3008.721924
	Iteration 25Q: 3 clusters Score -1100425 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1100424.875000 Penalty: 3008.721924
	Iteration 26Q: 3 clusters Score -1100425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1100428.125000 Penalty: 3008.721924
	Iteration 27Q: 3 clusters Score -1100428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1100429.875000 Penalty: 3008.721924
	Iteration 28Q: 3 clusters Score -1100430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1100433.000000 Penalty: 3008.721924
	Iteration 29Q: 3 clusters Score -1100433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1100432.625000 Penalty: 3008.721924
	Iteration 30Q: 3 clusters Score -1100433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1100433.500000 Penalty: 3008.721924
	Iteration 31Q: 3 clusters Score -1100434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1100433.375000 Penalty: 3008.721924
	Iteration 32Q: 3 clusters Score -1100433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1100433.750000 Penalty: 3008.721924
	Iteration 33Q: 3 clusters Score -1100434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1100434.625000 Penalty: 3008.721924
	Iteration 34Q: 3 clusters Score -1100435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1100435.500000 Penalty: 3008.721924
	Iteration 35Q: 3 clusters Score -1100436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1100435.500000 Penalty: 3008.721924
	Iteration 36F: 3 clusters Score -1100436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Entering Unmasked Estep 
Score: -1477987.250000 Penalty: 1551.716553
	Iteration 0F: 2 clusters Score -1477987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1468226.375000 Penalty: 3103.433105
	Iteration 0F: 3 clusters Score -1468226 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1471637.000000 Penalty: 3103.433105
	Iteration 1F: 3 clusters Score -1471637 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1471859.625000 Penalty: 3103.433105
	Iteration 2Q: 3 clusters Score -1471860 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1472037.625000 Penalty: 3103.433105
	Iteration 3Q: 3 clusters Score -1472038 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1472193.625000 Penalty: 3103.433105
	Iteration 4Q: 3 clusters Score -1472194 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1472347.250000 Penalty: 3103.433105
	Iteration 5Q: 3 clusters Score -1472347 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1472524.750000 Penalty: 3103.433105
	Iteration 6Q: 3 clusters Score -1472525 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1472731.750000 Penalty: 3103.433105
	Iteration 7Q: 3 clusters Score -1472732 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1472988.750000 Penalty: 3103.433105
	Iteration 8Q: 3 clusters Score -1472989 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1473384.125000 Penalty: 3103.433105
	Iteration 9Q: 3 clusters Score -1473384 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1473903.875000 Penalty: 3103.433105
	Iteration 10F: 3 clusters Score -1473904 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1474466.500000 Penalty: 3103.433105
	Iteration 11F: 3 clusters Score -1474466 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1474985.500000 Penalty: 3103.433105
	Iteration 12Q: 3 clusters Score -1474986 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1475411.500000 Penalty: 3103.433105
	Iteration 13Q: 3 clusters Score -1475412 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1475769.625000 Penalty: 3103.433105
	Iteration 14Q: 3 clusters Score -1475770 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1476009.250000 Penalty: 3103.433105
	Iteration 15Q: 3 clusters Score -1476009 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1476174.875000 Penalty: 3103.433105
	Iteration 16Q: 3 clusters Score -1476175 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1476279.750000 Penalty: 3103.433105
	Iteration 17Q: 3 clusters Score -1476280 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1476375.750000 Penalty: 3103.433105
	Iteration 18Q: 3 clusters Score -1476376 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1476457.250000 Penalty: 3103.433105
	Iteration 19Q: 3 clusters Score -1476457 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1476529.250000 Penalty: 3103.433105
	Iteration 20F: 3 clusters Score -1476529 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1476571.750000 Penalty: 3103.433105
	Iteration 21Q: 3 clusters Score -1476572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1476599.000000 Penalty: 3103.433105
	Iteration 22Q: 3 clusters Score -1476599 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1476623.125000 Penalty: 3103.433105
	Iteration 23Q: 3 clusters Score -1476623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1476636.500000 Penalty: 3103.433105
	Iteration 24Q: 3 clusters Score -1476636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1476659.875000 Penalty: 3103.433105
	Iteration 25Q: 3 clusters Score -1476660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1476675.375000 Penalty: 3103.433105
	Iteration 26Q: 3 clusters Score -1476675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1476684.500000 Penalty: 3103.433105
	Iteration 27Q: 3 clusters Score -1476684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1476694.625000 Penalty: 3103.433105
	Iteration 28Q: 3 clusters Score -1476695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1476698.875000 Penalty: 3103.433105
	Iteration 29Q: 3 clusters Score -1476699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1476698.500000 Penalty: 3103.433105
	Iteration 30Q: 3 clusters Score -1476698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1476699.625000 Penalty: 3103.433105
	Iteration 31Q: 3 clusters Score -1476700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1476704.125000 Penalty: 3103.433105
	Iteration 32Q: 3 clusters Score -1476704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1476707.000000 Penalty: 3103.433105
	Iteration 33Q: 3 clusters Score -1476707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1476707.375000 Penalty: 3103.433105
	Iteration 34Q: 3 clusters Score -1476707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1476706.375000 Penalty: 3103.433105
	Iteration 35Q: 3 clusters Score -1476706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1476708.000000 Penalty: 3103.433105
	Iteration 36Q: 3 clusters Score -1476708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1476711.125000 Penalty: 3103.433105
	Iteration 37Q: 3 clusters Score -1476711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1476713.250000 Penalty: 3103.433105
	Iteration 38Q: 3 clusters Score -1476713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1476717.250000 Penalty: 3103.433105
	Iteration 39Q: 3 clusters Score -1476717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1476723.625000 Penalty: 3103.433105
	Iteration 40F: 3 clusters Score -1476724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1476724.000000 Penalty: 3103.433105
	Iteration 41Q: 3 clusters Score -1476724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1476727.875000 Penalty: 3103.433105
	Iteration 42Q: 3 clusters Score -1476728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1476728.000000 Penalty: 3103.433105
	Iteration 43Q: 3 clusters Score -1476728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1476730.750000 Penalty: 3103.433105
	Iteration 44Q: 3 clusters Score -1476731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1476731.625000 Penalty: 3103.433105
	Iteration 45Q: 3 clusters Score -1476732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1476731.625000 Penalty: 3103.433105
	Iteration 46F: 3 clusters Score -1476732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Entering Unmasked Estep 
Score: -3697563.500000 Penalty: 1712.970947
	Iteration 0F: 2 clusters Score -3697564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -3672226.250000 Penalty: 3425.941895
	Iteration 0F: 3 clusters Score -3672226 nChanged 17659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -3682387.500000 Penalty: 3425.941895
	Iteration 1F: 3 clusters Score -3682388 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -3683237.500000 Penalty: 3425.941895
	Iteration 2F: 3 clusters Score -3683238 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -3684180.000000 Penalty: 3425.941895
	Iteration 3F: 3 clusters Score -3684180 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -3685214.250000 Penalty: 3425.941895
	Iteration 4F: 3 clusters Score -3685214 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -3686323.500000 Penalty: 3425.941895
	Iteration 5F: 3 clusters Score -3686324 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -3687582.750000 Penalty: 3425.941895
	Iteration 6F: 3 clusters Score -3687583 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -3689042.500000 Penalty: 3425.941895
	Iteration 7F: 3 clusters Score -3689042 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -3690453.250000 Penalty: 3425.941895
	Iteration 8F: 3 clusters Score -3690453 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -3691658.250000 Penalty: 3425.941895
	Iteration 9Q: 3 clusters Score -3691658 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -3692692.250000 Penalty: 3425.941895
	Iteration 10Q: 3 clusters Score -3692692 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -3693510.500000 Penalty: 3425.941895
	Iteration 11Q: 3 clusters Score -3693510 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -3694240.750000 Penalty: 3425.941895
	Iteration 12Q: 3 clusters Score -3694241 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -3694933.750000 Penalty: 3425.941895
	Iteration 13Q: 3 clusters Score -3694934 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -3695561.500000 Penalty: 3425.941895
	Iteration 14Q: 3 clusters Score -3695562 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -3696079.000000 Penalty: 3425.941895
	Iteration 15Q: 3 clusters Score -3696079 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -3696455.750000 Penalty: 3425.941895
	Iteration 16Q: 3 clusters Score -3696456 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -3696705.000000 Penalty: 3425.941895
	Iteration 17Q: 3 clusters Score -3696705 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -3696855.000000 Penalty: 3425.941895
	Iteration 18Q: 3 clusters Score -3696855 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -3696968.250000 Penalty: 3425.941895
	Iteration 19Q: 3 clusters Score -3696968 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -3697034.750000 Penalty: 3425.941895
	Iteration 20F: 3 clusters Score -3697035 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -3697092.250000 Penalty: 3425.941895
	Iteration 21Q: 3 clusters Score -3697092 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -3697130.250000 Penalty: 3425.941895
	Iteration 22Q: 3 clusters Score -3697130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -3697161.500000 Penalty: 3425.941895
	Iteration 23Q: 3 clusters Score -3697162 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -3697181.000000 Penalty: 3425.941895
	Iteration 24Q: 3 clusters Score -3697181 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -3697208.250000 Penalty: 3425.941895
	Iteration 25Q: 3 clusters Score -3697208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -3697225.000000 Penalty: 3425.941895
	Iteration 26Q: 3 clusters Score -3697225 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -3697230.000000 Penalty: 3425.941895
	Iteration 27Q: 3 clusters Score -3697230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -3697238.500000 Penalty: 3425.941895
	Iteration 28Q: 3 clusters Score -3697238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -3697240.500000 Penalty: 3425.941895
	Iteration 29Q: 3 clusters Score -3697240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -3697239.000000 Penalty: 3425.941895
	Iteration 30Q: 3 clusters Score -3697239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -3697239.250000 Penalty: 3425.941895
	Iteration 31Q: 3 clusters Score -3697239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -3697239.500000 Penalty: 3425.941895
	Iteration 32Q: 3 clusters Score -3697240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -3697241.750000 Penalty: 3425.941895
	Iteration 33Q: 3 clusters Score -3697242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -3697247.000000 Penalty: 3425.941895
	Iteration 34Q: 3 clusters Score -3697247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -3697248.000000 Penalty: 3425.941895
	Iteration 35Q: 3 clusters Score -3697248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -3697248.250000 Penalty: 3425.941895
	Iteration 36Q: 3 clusters Score -3697248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -3697248.250000 Penalty: 3425.941895
	Iteration 37F: 3 clusters Score -3697248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Entering Unmasked Estep 
Score: -250471.734375 Penalty: 1265.044556
	Iteration 0F: 2 clusters Score -250471.7 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 1188 members 
Entering Unmasked Estep 
Score: -248139.593750 Penalty: 2530.089111
	Iteration 0F: 3 clusters Score -248139.6 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -248620.140625 Penalty: 2530.089111
	Iteration 1F: 3 clusters Score -248620.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -248748.343750 Penalty: 2530.089111
	Iteration 2F: 3 clusters Score -248748.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -248819.546875 Penalty: 2530.089111
	Iteration 3F: 3 clusters Score -248819.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -248866.359375 Penalty: 2530.089111
	Iteration 4Q: 3 clusters Score -248866.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -248898.406250 Penalty: 2530.089111
	Iteration 5Q: 3 clusters Score -248898.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -248922.875000 Penalty: 2530.089111
	Iteration 6Q: 3 clusters Score -248922.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -248944.156250 Penalty: 2530.089111
	Iteration 7Q: 3 clusters Score -248944.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -248957.546875 Penalty: 2530.089111
	Iteration 8Q: 3 clusters Score -248957.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -248975.109375 Penalty: 2530.089111
	Iteration 9Q: 3 clusters Score -248975.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -248997.296875 Penalty: 2530.089111
	Iteration 10Q: 3 clusters Score -248997.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -249020.828125 Penalty: 2530.089111
	Iteration 11Q: 3 clusters Score -249020.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -249043.765625 Penalty: 2530.089111
	Iteration 12Q: 3 clusters Score -249043.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -249070.140625 Penalty: 2530.089111
	Iteration 13Q: 3 clusters Score -249070.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -249094.750000 Penalty: 2530.089111
	Iteration 14Q: 3 clusters Score -249094.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -249113.421875 Penalty: 2530.089111
	Iteration 15Q: 3 clusters Score -249113.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -249136.171875 Penalty: 2530.089111
	Iteration 16Q: 3 clusters Score -249136.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -249160.218750 Penalty: 2530.089111
	Iteration 17Q: 3 clusters Score -249160.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -249185.156250 Penalty: 2530.089111
	Iteration 18Q: 3 clusters Score -249185.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -249205.484375 Penalty: 2530.089111
	Iteration 19Q: 3 clusters Score -249205.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -249233.156250 Penalty: 2530.089111
	Iteration 20F: 3 clusters Score -249233.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -249270.531250 Penalty: 2530.089111
	Iteration 21Q: 3 clusters Score -249270.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -249325.656250 Penalty: 2530.089111
	Iteration 22Q: 3 clusters Score -249325.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -249372.546875 Penalty: 2530.089111
	Iteration 23Q: 3 clusters Score -249372.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -249431.312500 Penalty: 2530.089111
	Iteration 24Q: 3 clusters Score -249431.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -249488.671875 Penalty: 2530.089111
	Iteration 25Q: 3 clusters Score -249488.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -249523.203125 Penalty: 2530.089111
	Iteration 26Q: 3 clusters Score -249523.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -249552.359375 Penalty: 2530.089111
	Iteration 27Q: 3 clusters Score -249552.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -249577.515625 Penalty: 2530.089111
	Iteration 28Q: 3 clusters Score -249577.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -249600.156250 Penalty: 2530.089111
	Iteration 29Q: 3 clusters Score -249600.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -249617.953125 Penalty: 2530.089111
	Iteration 30Q: 3 clusters Score -249618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -249631.718750 Penalty: 2530.089111
	Iteration 31Q: 3 clusters Score -249631.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -249639.875000 Penalty: 2530.089111
	Iteration 32Q: 3 clusters Score -249639.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -249644.328125 Penalty: 2530.089111
	Iteration 33Q: 3 clusters Score -249644.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -249649.109375 Penalty: 2530.089111
	Iteration 34Q: 3 clusters Score -249649.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -249654.937500 Penalty: 2530.089111
	Iteration 35Q: 3 clusters Score -249654.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -249658.375000 Penalty: 2530.089111
	Iteration 36Q: 3 clusters Score -249658.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -249660.500000 Penalty: 2530.089111
	Iteration 37Q: 3 clusters Score -249660.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -249661.703125 Penalty: 2530.089111
	Iteration 38Q: 3 clusters Score -249661.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -249661.703125 Penalty: 2530.089111
	Iteration 39F: 3 clusters Score -249661.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -2251354.000000 Penalty: 1619.045776
	Iteration 0F: 2 clusters Score -2251354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2237020.500000 Penalty: 3238.091553
	Iteration 0F: 3 clusters Score -2237020 nChanged 9535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2242148.000000 Penalty: 3238.091553
	Iteration 1F: 3 clusters Score -2242148 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2242558.500000 Penalty: 3238.091553
	Iteration 2Q: 3 clusters Score -2242558 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2242992.750000 Penalty: 3238.091553
	Iteration 3Q: 3 clusters Score -2242993 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2243483.000000 Penalty: 3238.091553
	Iteration 4Q: 3 clusters Score -2243483 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2244013.750000 Penalty: 3238.091553
	Iteration 5Q: 3 clusters Score -2244014 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2244612.000000 Penalty: 3238.091553
	Iteration 6Q: 3 clusters Score -2244612 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2245259.250000 Penalty: 3238.091553
	Iteration 7Q: 3 clusters Score -2245259 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2245920.500000 Penalty: 3238.091553
	Iteration 8Q: 3 clusters Score -2245920 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2246644.250000 Penalty: 3238.091553
	Iteration 9Q: 3 clusters Score -2246644 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2247196.750000 Penalty: 3238.091553
	Iteration 10Q: 3 clusters Score -2247197 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2247667.750000 Penalty: 3238.091553
	Iteration 11Q: 3 clusters Score -2247668 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2248064.500000 Penalty: 3238.091553
	Iteration 12Q: 3 clusters Score -2248064 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2248406.750000 Penalty: 3238.091553
	Iteration 13Q: 3 clusters Score -2248407 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2248700.250000 Penalty: 3238.091553
	Iteration 14Q: 3 clusters Score -2248700 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2248972.000000 Penalty: 3238.091553
	Iteration 15Q: 3 clusters Score -2248972 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2249181.000000 Penalty: 3238.091553
	Iteration 16Q: 3 clusters Score -2249181 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2249351.000000 Penalty: 3238.091553
	Iteration 17Q: 3 clusters Score -2249351 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2249500.000000 Penalty: 3238.091553
	Iteration 18Q: 3 clusters Score -2249500 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2249627.750000 Penalty: 3238.091553
	Iteration 19Q: 3 clusters Score -2249628 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2249729.250000 Penalty: 3238.091553
	Iteration 20F: 3 clusters Score -2249729 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2249789.000000 Penalty: 3238.091553
	Iteration 21Q: 3 clusters Score -2249789 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2249829.500000 Penalty: 3238.091553
	Iteration 22Q: 3 clusters Score -2249830 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2249854.250000 Penalty: 3238.091553
	Iteration 23Q: 3 clusters Score -2249854 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2249890.250000 Penalty: 3238.091553
	Iteration 24Q: 3 clusters Score -2249890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2249906.500000 Penalty: 3238.091553
	Iteration 25Q: 3 clusters Score -2249906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2249922.000000 Penalty: 3238.091553
	Iteration 26Q: 3 clusters Score -2249922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2249940.250000 Penalty: 3238.091553
	Iteration 27Q: 3 clusters Score -2249940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2249953.250000 Penalty: 3238.091553
	Iteration 28Q: 3 clusters Score -2249953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2249960.500000 Penalty: 3238.091553
	Iteration 29Q: 3 clusters Score -2249960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2249967.750000 Penalty: 3238.091553
	Iteration 30Q: 3 clusters Score -2249968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2249978.500000 Penalty: 3238.091553
	Iteration 31Q: 3 clusters Score -2249978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2249984.000000 Penalty: 3238.091553
	Iteration 32Q: 3 clusters Score -2249984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2249987.000000 Penalty: 3238.091553
	Iteration 33Q: 3 clusters Score -2249987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2249995.250000 Penalty: 3238.091553
	Iteration 34Q: 3 clusters Score -2249995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2250000.000000 Penalty: 3238.091553
	Iteration 35Q: 3 clusters Score -2250000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2250004.750000 Penalty: 3238.091553
	Iteration 36Q: 3 clusters Score -2250005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2250013.250000 Penalty: 3238.091553
	Iteration 37Q: 3 clusters Score -2250013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2250024.750000 Penalty: 3238.091553
	Iteration 38Q: 3 clusters Score -2250025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2250027.250000 Penalty: 3238.091553
	Iteration 39Q: 3 clusters Score -2250027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2250028.250000 Penalty: 3238.091553
	Iteration 40F: 3 clusters Score -2250028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2250028.000000 Penalty: 3238.091553
	Iteration 41Q: 3 clusters Score -2250028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2250031.250000 Penalty: 3238.091553
	Iteration 42Q: 3 clusters Score -2250031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2250035.500000 Penalty: 3238.091553
	Iteration 43Q: 3 clusters Score -2250036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2250039.500000 Penalty: 3238.091553
	Iteration 44Q: 3 clusters Score -2250040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2250041.750000 Penalty: 3238.091553
	Iteration 45Q: 3 clusters Score -2250042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2250043.750000 Penalty: 3238.091553
	Iteration 46Q: 3 clusters Score -2250044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2250048.250000 Penalty: 3238.091553
	Iteration 47Q: 3 clusters Score -2250048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2250049.750000 Penalty: 3238.091553
	Iteration 48Q: 3 clusters Score -2250050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2250049.500000 Penalty: 3238.091553
	Iteration 49Q: 3 clusters Score -2250050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2250051.500000 Penalty: 3238.091553
	Iteration 50Q: 3 clusters Score -2250052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2250051.500000 Penalty: 3238.091553
	Iteration 51F: 3 clusters Score -2250052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Entering Unmasked Estep 
Score: -226935.921875 Penalty: 1251.150757
	Iteration 0F: 2 clusters Score -226935.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -224750.109375 Penalty: 2502.301514
	Iteration 0F: 3 clusters Score -224750.1 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -225282.484375 Penalty: 2502.301514
	Iteration 1F: 3 clusters Score -225282.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -225458.484375 Penalty: 2502.301514
	Iteration 2F: 3 clusters Score -225458.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -225551.000000 Penalty: 2502.301514
	Iteration 3F: 3 clusters Score -225551 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -225622.796875 Penalty: 2502.301514
	Iteration 4Q: 3 clusters Score -225622.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -225682.140625 Penalty: 2502.301514
	Iteration 5Q: 3 clusters Score -225682.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -225730.218750 Penalty: 2502.301514
	Iteration 6Q: 3 clusters Score -225730.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -225780.218750 Penalty: 2502.301514
	Iteration 7Q: 3 clusters Score -225780.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -225852.703125 Penalty: 2502.301514
	Iteration 8Q: 3 clusters Score -225852.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -225928.734375 Penalty: 2502.301514
	Iteration 9Q: 3 clusters Score -225928.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -225988.937500 Penalty: 2502.301514
	Iteration 10Q: 3 clusters Score -225988.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -226038.515625 Penalty: 2502.301514
	Iteration 11Q: 3 clusters Score -226038.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -226081.609375 Penalty: 2502.301514
	Iteration 12Q: 3 clusters Score -226081.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -226116.578125 Penalty: 2502.301514
	Iteration 13Q: 3 clusters Score -226116.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -226141.500000 Penalty: 2502.301514
	Iteration 14Q: 3 clusters Score -226141.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -226150.750000 Penalty: 2502.301514
	Iteration 15Q: 3 clusters Score -226150.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -226159.562500 Penalty: 2502.301514
	Iteration 16Q: 3 clusters Score -226159.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -226164.031250 Penalty: 2502.301514
	Iteration 17Q: 3 clusters Score -226164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -226169.468750 Penalty: 2502.301514
	Iteration 18Q: 3 clusters Score -226169.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -226173.171875 Penalty: 2502.301514
	Iteration 19Q: 3 clusters Score -226173.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -226176.562500 Penalty: 2502.301514
	Iteration 20F: 3 clusters Score -226176.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -226180.703125 Penalty: 2502.301514
	Iteration 21Q: 3 clusters Score -226180.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -226182.578125 Penalty: 2502.301514
	Iteration 22Q: 3 clusters Score -226182.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -226183.671875 Penalty: 2502.301514
	Iteration 23Q: 3 clusters Score -226183.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -226184.625000 Penalty: 2502.301514
	Iteration 24Q: 3 clusters Score -226184.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -226186.265625 Penalty: 2502.301514
	Iteration 25Q: 3 clusters Score -226186.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -226188.718750 Penalty: 2502.301514
	Iteration 26Q: 3 clusters Score -226188.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -226191.843750 Penalty: 2502.301514
	Iteration 27Q: 3 clusters Score -226191.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -226192.406250 Penalty: 2502.301514
	Iteration 28Q: 3 clusters Score -226192.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -226192.906250 Penalty: 2502.301514
	Iteration 29Q: 3 clusters Score -226192.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -226193.406250 Penalty: 2502.301514
	Iteration 30Q: 3 clusters Score -226193.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -226195.578125 Penalty: 2502.301514
	Iteration 31Q: 3 clusters Score -226195.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -226197.500000 Penalty: 2502.301514
	Iteration 32Q: 3 clusters Score -226197.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -226198.906250 Penalty: 2502.301514
	Iteration 33Q: 3 clusters Score -226198.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -226200.437500 Penalty: 2502.301514
	Iteration 34Q: 3 clusters Score -226200.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -226201.578125 Penalty: 2502.301514
	Iteration 35Q: 3 clusters Score -226201.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -226204.625000 Penalty: 2502.301514
	Iteration 36Q: 3 clusters Score -226204.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -226208.437500 Penalty: 2502.301514
	Iteration 37Q: 3 clusters Score -226208.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -226212.937500 Penalty: 2502.301514
	Iteration 38Q: 3 clusters Score -226212.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -226214.156250 Penalty: 2502.301514
	Iteration 39Q: 3 clusters Score -226214.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -226215.078125 Penalty: 2502.301514
	Iteration 40F: 3 clusters Score -226215.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (128250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128250 members 
Entering Unmasked Estep 
Score: -13767323.000000 Penalty: 1911.282227
	Iteration 0F: 2 clusters Score -1.376732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64198 members 
Mstep: Class 2 contains 64052 members 
Entering Unmasked Estep 
Score: -13681709.000000 Penalty: 3822.564453
	Iteration 0F: 3 clusters Score -1.368171e+07 nChanged 61693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65835 members 
Mstep: Class 2 contains 62415 members 
Entering Unmasked Estep 
Score: -13717312.000000 Penalty: 3822.564453
	Iteration 1F: 3 clusters Score -1.371731e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66840 members 
Mstep: Class 2 contains 61410 members 
Entering Unmasked Estep 
Score: -13717965.000000 Penalty: 3822.564453
	Iteration 2Q: 3 clusters Score -1.371796e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68375 members 
Mstep: Class 2 contains 59875 members 
Entering Unmasked Estep 
Score: -13718602.000000 Penalty: 3822.564453
	Iteration 3Q: 3 clusters Score -1.37186e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70633 members 
Mstep: Class 2 contains 57617 members 
Entering Unmasked Estep 
Score: -13719617.000000 Penalty: 3822.564453
	Iteration 4Q: 3 clusters Score -1.371962e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74147 members 
Mstep: Class 2 contains 54103 members 
Entering Unmasked Estep 
Score: -13721034.000000 Penalty: 3822.564453
	Iteration 5Q: 3 clusters Score -1.372103e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79356 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -13723668.000000 Penalty: 3822.564453
	Iteration 6Q: 3 clusters Score -1.372367e+07 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86981 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -13728541.000000 Penalty: 3822.564453
	Iteration 7F: 3 clusters Score -1.372854e+07 nChanged 9907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96806 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -13736004.000000 Penalty: 3822.564453
	Iteration 8F: 3 clusters Score -1.3736e+07 nChanged 11102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107870 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -13745953.000000 Penalty: 3822.564453
	Iteration 9F: 3 clusters Score -1.374595e+07 nChanged 9576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117444 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -13755398.000000 Penalty: 3822.564453
	Iteration 10F: 3 clusters Score -1.37554e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123662 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -13761575.000000 Penalty: 3822.564453
	Iteration 11Q: 3 clusters Score -1.376158e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126468 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -13764182.000000 Penalty: 3822.564453
	Iteration 12Q: 3 clusters Score -1.376418e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127486 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -13765079.000000 Penalty: 3822.564453
	Iteration 13Q: 3 clusters Score -1.376508e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127832 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -13765405.000000 Penalty: 3822.564453
	Iteration 14Q: 3 clusters Score -1.37654e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127946 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -13765514.000000 Penalty: 3822.564453
	Iteration 15Q: 3 clusters Score -1.376551e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127979 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -13765551.000000 Penalty: 3822.564453
	Iteration 16Q: 3 clusters Score -1.376555e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127999 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -13765576.000000 Penalty: 3822.564453
	Iteration 17Q: 3 clusters Score -1.376558e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128012 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -13765601.000000 Penalty: 3822.564453
	Iteration 18Q: 3 clusters Score -1.37656e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128020 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -13765620.000000 Penalty: 3822.564453
	Iteration 19Q: 3 clusters Score -1.376562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128025 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -13765634.000000 Penalty: 3822.564453
	Iteration 20F: 3 clusters Score -1.376563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128033 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -13765635.000000 Penalty: 3822.564453
	Iteration 21Q: 3 clusters Score -1.376564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128033 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -13765650.000000 Penalty: 3822.564453
	Iteration 22Q: 3 clusters Score -1.376565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128034 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13765650.000000 Penalty: 3822.564453
	Iteration 23Q: 3 clusters Score -1.376565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128034 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13765668.000000 Penalty: 3822.564453
	Iteration 24Q: 3 clusters Score -1.376567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128034 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13765671.000000 Penalty: 3822.564453
	Iteration 25Q: 3 clusters Score -1.376567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128032 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -13765672.000000 Penalty: 3822.564453
	Iteration 26Q: 3 clusters Score -1.376567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128032 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -13765672.000000 Penalty: 3822.564453
	Iteration 27F: 3 clusters Score -1.376567e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Entering Unmasked Estep 
Score: -2607676.250000 Penalty: 1642.665527
	Iteration 0F: 2 clusters Score -2607676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2590950.500000 Penalty: 3285.331055
	Iteration 0F: 3 clusters Score -2590950 nChanged 11371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2597369.000000 Penalty: 3285.331055
	Iteration 1F: 3 clusters Score -2597369 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2597783.500000 Penalty: 3285.331055
	Iteration 2Q: 3 clusters Score -2597784 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2598260.000000 Penalty: 3285.331055
	Iteration 3Q: 3 clusters Score -2598260 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2598847.000000 Penalty: 3285.331055
	Iteration 4Q: 3 clusters Score -2598847 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2599604.250000 Penalty: 3285.331055
	Iteration 5F: 3 clusters Score -2599604 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2600471.000000 Penalty: 3285.331055
	Iteration 6F: 3 clusters Score -2600471 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2601370.250000 Penalty: 3285.331055
	Iteration 7F: 3 clusters Score -2601370 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2602356.750000 Penalty: 3285.331055
	Iteration 8F: 3 clusters Score -2602357 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2603318.000000 Penalty: 3285.331055
	Iteration 9Q: 3 clusters Score -2603318 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2604133.000000 Penalty: 3285.331055
	Iteration 10Q: 3 clusters Score -2604133 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2604693.000000 Penalty: 3285.331055
	Iteration 11Q: 3 clusters Score -2604693 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2605051.250000 Penalty: 3285.331055
	Iteration 12Q: 3 clusters Score -2605051 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2605322.750000 Penalty: 3285.331055
	Iteration 13Q: 3 clusters Score -2605323 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2605534.250000 Penalty: 3285.331055
	Iteration 14Q: 3 clusters Score -2605534 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2605741.000000 Penalty: 3285.331055
	Iteration 15Q: 3 clusters Score -2605741 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2605889.750000 Penalty: 3285.331055
	Iteration 16Q: 3 clusters Score -2605890 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2606016.000000 Penalty: 3285.331055
	Iteration 17Q: 3 clusters Score -2606016 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2606097.250000 Penalty: 3285.331055
	Iteration 18Q: 3 clusters Score -2606097 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2606184.000000 Penalty: 3285.331055
	Iteration 19Q: 3 clusters Score -2606184 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2606272.000000 Penalty: 3285.331055
	Iteration 20F: 3 clusters Score -2606272 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2606354.000000 Penalty: 3285.331055
	Iteration 21Q: 3 clusters Score -2606354 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2606408.000000 Penalty: 3285.331055
	Iteration 22Q: 3 clusters Score -2606408 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2606454.750000 Penalty: 3285.331055
	Iteration 23Q: 3 clusters Score -2606455 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2606481.500000 Penalty: 3285.331055
	Iteration 24Q: 3 clusters Score -2606482 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2606510.250000 Penalty: 3285.331055
	Iteration 25Q: 3 clusters Score -2606510 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2606539.750000 Penalty: 3285.331055
	Iteration 26Q: 3 clusters Score -2606540 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2606561.000000 Penalty: 3285.331055
	Iteration 27Q: 3 clusters Score -2606561 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2606568.500000 Penalty: 3285.331055
	Iteration 28Q: 3 clusters Score -2606568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2606577.750000 Penalty: 3285.331055
	Iteration 29Q: 3 clusters Score -2606578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2606588.000000 Penalty: 3285.331055
	Iteration 30Q: 3 clusters Score -2606588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2606593.500000 Penalty: 3285.331055
	Iteration 31Q: 3 clusters Score -2606594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2606594.750000 Penalty: 3285.331055
	Iteration 32Q: 3 clusters Score -2606595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2606592.250000 Penalty: 3285.331055
	Iteration 33Q: 3 clusters Score -2606592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2606595.000000 Penalty: 3285.331055
	Iteration 34Q: 3 clusters Score -2606595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2606593.250000 Penalty: 3285.331055
	Iteration 35Q: 3 clusters Score -2606593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2606597.250000 Penalty: 3285.331055
	Iteration 36Q: 3 clusters Score -2606597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2606603.000000 Penalty: 3285.331055
	Iteration 37Q: 3 clusters Score -2606603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2606606.250000 Penalty: 3285.331055
	Iteration 38Q: 3 clusters Score -2606606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2606608.750000 Penalty: 3285.331055
	Iteration 39Q: 3 clusters Score -2606609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2606614.500000 Penalty: 3285.331055
	Iteration 40F: 3 clusters Score -2606614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2606620.750000 Penalty: 3285.331055
	Iteration 41Q: 3 clusters Score -2606621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2606625.500000 Penalty: 3285.331055
	Iteration 42Q: 3 clusters Score -2606626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2606627.000000 Penalty: 3285.331055
	Iteration 43Q: 3 clusters Score -2606627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2606630.750000 Penalty: 3285.331055
	Iteration 44Q: 3 clusters Score -2606631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2606631.250000 Penalty: 3285.331055
	Iteration 45Q: 3 clusters Score -2606631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2606633.250000 Penalty: 3285.331055
	Iteration 46Q: 3 clusters Score -2606633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2606631.750000 Penalty: 3285.331055
	Iteration 47Q: 3 clusters Score -2606632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2606631.250000 Penalty: 3285.331055
	Iteration 48Q: 3 clusters Score -2606631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2606632.500000 Penalty: 3285.331055
	Iteration 49Q: 3 clusters Score -2606632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2606639.000000 Penalty: 3285.331055
	Iteration 50Q: 3 clusters Score -2606639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2606636.000000 Penalty: 3285.331055
	Iteration 51Q: 3 clusters Score -2606636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2606635.250000 Penalty: 3285.331055
	Iteration 52Q: 3 clusters Score -2606635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2606637.750000 Penalty: 3285.331055
	Iteration 53Q: 3 clusters Score -2606638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2606634.500000 Penalty: 3285.331055
	Iteration 54Q: 3 clusters Score -2606634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2606636.250000 Penalty: 3285.331055
	Iteration 55Q: 3 clusters Score -2606636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2606639.000000 Penalty: 3285.331055
	Iteration 56Q: 3 clusters Score -2606639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2606639.000000 Penalty: 3285.331055
	Iteration 57Q: 3 clusters Score -2606639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2606641.000000 Penalty: 3285.331055
	Iteration 58Q: 3 clusters Score -2606641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2606643.000000 Penalty: 3285.331055
	Iteration 59Q: 3 clusters Score -2606643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2606642.750000 Penalty: 3285.331055
	Iteration 60F: 3 clusters Score -2606643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Entering Unmasked Estep 
Score: -253361.718750 Penalty: 1293.325562
	Iteration 0F: 2 clusters Score -253361.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -250809.890625 Penalty: 2586.651123
	Iteration 0F: 3 clusters Score -250809.9 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -251800.984375 Penalty: 2586.651123
	Iteration 1F: 3 clusters Score -251801 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -252198.437500 Penalty: 2586.651123
	Iteration 2F: 3 clusters Score -252198.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -252479.750000 Penalty: 2586.651123
	Iteration 3F: 3 clusters Score -252479.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -252647.718750 Penalty: 2586.651123
	Iteration 4F: 3 clusters Score -252647.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -252725.531250 Penalty: 2586.651123
	Iteration 5Q: 3 clusters Score -252725.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -252789.390625 Penalty: 2586.651123
	Iteration 6Q: 3 clusters Score -252789.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -252840.031250 Penalty: 2586.651123
	Iteration 7Q: 3 clusters Score -252840 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -252870.250000 Penalty: 2586.651123
	Iteration 8Q: 3 clusters Score -252870.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -252896.156250 Penalty: 2586.651123
	Iteration 9Q: 3 clusters Score -252896.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -252927.093750 Penalty: 2586.651123
	Iteration 10Q: 3 clusters Score -252927.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -252953.984375 Penalty: 2586.651123
	Iteration 11Q: 3 clusters Score -252954 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -252980.203125 Penalty: 2586.651123
	Iteration 12Q: 3 clusters Score -252980.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -253003.750000 Penalty: 2586.651123
	Iteration 13Q: 3 clusters Score -253003.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -253031.656250 Penalty: 2586.651123
	Iteration 14Q: 3 clusters Score -253031.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -253079.859375 Penalty: 2586.651123
	Iteration 15Q: 3 clusters Score -253079.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -253117.890625 Penalty: 2586.651123
	Iteration 16Q: 3 clusters Score -253117.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -253147.781250 Penalty: 2586.651123
	Iteration 17Q: 3 clusters Score -253147.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -253175.687500 Penalty: 2586.651123
	Iteration 18Q: 3 clusters Score -253175.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -253205.734375 Penalty: 2586.651123
	Iteration 19Q: 3 clusters Score -253205.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -253262.578125 Penalty: 2586.651123
	Iteration 20F: 3 clusters Score -253262.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -253354.968750 Penalty: 2586.651123
	Iteration 21Q: 3 clusters Score -253355 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -253425.515625 Penalty: 2586.651123
	Iteration 22Q: 3 clusters Score -253425.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -253490.421875 Penalty: 2586.651123
	Iteration 23Q: 3 clusters Score -253490.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -253538.312500 Penalty: 2586.651123
	Iteration 24Q: 3 clusters Score -253538.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -253564.625000 Penalty: 2586.651123
	Iteration 25Q: 3 clusters Score -253564.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -253605.562500 Penalty: 2586.651123
	Iteration 26Q: 3 clusters Score -253605.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -253643.625000 Penalty: 2586.651123
	Iteration 27Q: 3 clusters Score -253643.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -253666.000000 Penalty: 2586.651123
	Iteration 28Q: 3 clusters Score -253666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -253678.984375 Penalty: 2586.651123
	Iteration 29Q: 3 clusters Score -253679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -253685.109375 Penalty: 2586.651123
	Iteration 30Q: 3 clusters Score -253685.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -253691.875000 Penalty: 2586.651123
	Iteration 31Q: 3 clusters Score -253691.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -253708.703125 Penalty: 2586.651123
	Iteration 32Q: 3 clusters Score -253708.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -253721.968750 Penalty: 2586.651123
	Iteration 33Q: 3 clusters Score -253722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -253728.093750 Penalty: 2586.651123
	Iteration 34Q: 3 clusters Score -253728.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -253728.500000 Penalty: 2586.651123
	Iteration 35Q: 3 clusters Score -253728.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -253733.703125 Penalty: 2586.651123
	Iteration 36F: 3 clusters Score -253733.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -253747.296875 Penalty: 2586.651123
	Iteration 37Q: 3 clusters Score -253747.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -253753.031250 Penalty: 2586.651123
	Iteration 38Q: 3 clusters Score -253753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -253755.406250 Penalty: 2586.651123
	Iteration 39Q: 3 clusters Score -253755.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -253757.031250 Penalty: 2586.651123
	Iteration 40F: 3 clusters Score -253757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -253758.609375 Penalty: 2586.651123
	Iteration 41Q: 3 clusters Score -253758.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -253765.984375 Penalty: 2586.651123
	Iteration 42Q: 3 clusters Score -253766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -253770.328125 Penalty: 2586.651123
	Iteration 43Q: 3 clusters Score -253770.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -253775.375000 Penalty: 2586.651123
	Iteration 44Q: 3 clusters Score -253775.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -253785.296875 Penalty: 2586.651123
	Iteration 45Q: 3 clusters Score -253785.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -253793.218750 Penalty: 2586.651123
	Iteration 46Q: 3 clusters Score -253793.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -253800.875000 Penalty: 2586.651123
	Iteration 47Q: 3 clusters Score -253800.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -253809.296875 Penalty: 2586.651123
	Iteration 48Q: 3 clusters Score -253809.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -253815.109375 Penalty: 2586.651123
	Iteration 49Q: 3 clusters Score -253815.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -253818.703125 Penalty: 2586.651123
	Iteration 50Q: 3 clusters Score -253818.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -253824.703125 Penalty: 2586.651123
	Iteration 51Q: 3 clusters Score -253824.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -253827.140625 Penalty: 2586.651123
	Iteration 52Q: 3 clusters Score -253827.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -253829.640625 Penalty: 2586.651123
	Iteration 53Q: 3 clusters Score -253829.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -253831.453125 Penalty: 2586.651123
	Iteration 54Q: 3 clusters Score -253831.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -253833.406250 Penalty: 2586.651123
	Iteration 55Q: 3 clusters Score -253833.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -253834.265625 Penalty: 2586.651123
	Iteration 56Q: 3 clusters Score -253834.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -253834.968750 Penalty: 2586.651123
	Iteration 57Q: 3 clusters Score -253835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -253836.265625 Penalty: 2586.651123
	Iteration 58Q: 3 clusters Score -253836.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -253837.203125 Penalty: 2586.651123
	Iteration 59Q: 3 clusters Score -253837.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -253838.234375 Penalty: 2586.651123
	Iteration 60F: 3 clusters Score -253838.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -253839.062500 Penalty: 2586.651123
	Iteration 61Q: 3 clusters Score -253839.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -253840.296875 Penalty: 2586.651123
	Iteration 62Q: 3 clusters Score -253840.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -253843.187500 Penalty: 2586.651123
	Iteration 63Q: 3 clusters Score -253843.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -253846.312500 Penalty: 2586.651123
	Iteration 64Q: 3 clusters Score -253846.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -253846.390625 Penalty: 2586.651123
	Iteration 65Q: 3 clusters Score -253846.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -253846.828125 Penalty: 2586.651123
	Iteration 66Q: 3 clusters Score -253846.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -253847.625000 Penalty: 2586.651123
	Iteration 67Q: 3 clusters Score -253847.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -253848.875000 Penalty: 2586.651123
	Iteration 68Q: 3 clusters Score -253848.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -253850.078125 Penalty: 2586.651123
	Iteration 69Q: 3 clusters Score -253850.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -253850.359375 Penalty: 2586.651123
	Iteration 70Q: 3 clusters Score -253850.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -253850.359375 Penalty: 2586.651123
	Iteration 71F: 3 clusters Score -253850.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10484 members 
Mstep: Class 4 contains 14031 members 
Mstep: Class 5 contains 37849 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21234 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128250 members 
Mstep: Class 10 contains 24556 members 
Mstep: Class 11 contains 2388 members 
Mstep: Class 12 contains 6140 members 
Mstep: Class 13 contains 32766 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13539 members 
Mstep: Class 16 contains 31634 members 
Mstep: Class 17 contains 6276 members 
Mstep: Class 18 contains 18630 members 
Mstep: Class 19 contains 5200 members 
Mstep: Class 20 contains 154 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174423 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18808 members 
Mstep: Class 26 contains 18298 members 
Mstep: Class 27 contains 43307 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 473 members 
Entering Unmasked Estep 
Score: -65952604.000000 Penalty: 63012.507812
Splitting cluster 11 changes total score from -65953004.000000 to -65952604.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (6140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Entering Unmasked Estep 
Score: -565566.562500 Penalty: 1417.419189
	Iteration 0F: 2 clusters Score -565566.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -560855.062500 Penalty: 2834.838379
	Iteration 0F: 3 clusters Score -560855.1 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -562481.437500 Penalty: 2834.838379
	Iteration 1F: 3 clusters Score -562481.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -562895.500000 Penalty: 2834.838379
	Iteration 2F: 3 clusters Score -562895.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -563279.375000 Penalty: 2834.838379
	Iteration 3F: 3 clusters Score -563279.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -563665.375000 Penalty: 2834.838379
	Iteration 4F: 3 clusters Score -563665.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -564007.625000 Penalty: 2834.838379
	Iteration 5F: 3 clusters Score -564007.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -564267.187500 Penalty: 2834.838379
	Iteration 6Q: 3 clusters Score -564267.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -564491.750000 Penalty: 2834.838379
	Iteration 7Q: 3 clusters Score -564491.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -564646.562500 Penalty: 2834.838379
	Iteration 8Q: 3 clusters Score -564646.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -564774.875000 Penalty: 2834.838379
	Iteration 9Q: 3 clusters Score -564774.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -564896.875000 Penalty: 2834.838379
	Iteration 10Q: 3 clusters Score -564896.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -565016.625000 Penalty: 2834.838379
	Iteration 11Q: 3 clusters Score -565016.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -565123.875000 Penalty: 2834.838379
	Iteration 12Q: 3 clusters Score -565123.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -565217.000000 Penalty: 2834.838379
	Iteration 13Q: 3 clusters Score -565217 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -565283.312500 Penalty: 2834.838379
	Iteration 14Q: 3 clusters Score -565283.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -565345.625000 Penalty: 2834.838379
	Iteration 15Q: 3 clusters Score -565345.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -565405.937500 Penalty: 2834.838379
	Iteration 16Q: 3 clusters Score -565405.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -565446.062500 Penalty: 2834.838379
	Iteration 17Q: 3 clusters Score -565446.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -565478.062500 Penalty: 2834.838379
	Iteration 18Q: 3 clusters Score -565478.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -565495.625000 Penalty: 2834.838379
	Iteration 19Q: 3 clusters Score -565495.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -565509.312500 Penalty: 2834.838379
	Iteration 20F: 3 clusters Score -565509.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -565514.500000 Penalty: 2834.838379
	Iteration 21Q: 3 clusters Score -565514.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -565521.312500 Penalty: 2834.838379
	Iteration 22Q: 3 clusters Score -565521.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -565524.750000 Penalty: 2834.838379
	Iteration 23Q: 3 clusters Score -565524.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -565528.687500 Penalty: 2834.838379
	Iteration 24Q: 3 clusters Score -565528.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -565533.437500 Penalty: 2834.838379
	Iteration 25Q: 3 clusters Score -565533.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -565536.437500 Penalty: 2834.838379
	Iteration 26Q: 3 clusters Score -565536.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -565539.312500 Penalty: 2834.838379
	Iteration 27Q: 3 clusters Score -565539.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -565540.000000 Penalty: 2834.838379
	Iteration 28Q: 3 clusters Score -565540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -565543.125000 Penalty: 2834.838379
	Iteration 29Q: 3 clusters Score -565543.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -565543.875000 Penalty: 2834.838379
	Iteration 30Q: 3 clusters Score -565543.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -565545.187500 Penalty: 2834.838379
	Iteration 31Q: 3 clusters Score -565545.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -565544.437500 Penalty: 2834.838379
	Iteration 32Q: 3 clusters Score -565544.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -565544.812500 Penalty: 2834.838379
	Iteration 33Q: 3 clusters Score -565544.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -565544.687500 Penalty: 2834.838379
	Iteration 34Q: 3 clusters Score -565544.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -565546.812500 Penalty: 2834.838379
	Iteration 35Q: 3 clusters Score -565546.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -565547.125000 Penalty: 2834.838379
	Iteration 36Q: 3 clusters Score -565547.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -565547.500000 Penalty: 2834.838379
	Iteration 37Q: 3 clusters Score -565547.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -565549.687500 Penalty: 2834.838379
	Iteration 38Q: 3 clusters Score -565549.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -565549.312500 Penalty: 2834.838379
	Iteration 39Q: 3 clusters Score -565549.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -565548.687500 Penalty: 2834.838379
	Iteration 40F: 3 clusters Score -565548.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -565550.000000 Penalty: 2834.838379
	Iteration 41Q: 3 clusters Score -565550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -565550.000000 Penalty: 2834.838379
	Iteration 42F: 3 clusters Score -565550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Entering Unmasked Estep 
Score: -3474982.750000 Penalty: 1689.536255
	Iteration 0F: 2 clusters Score -3474983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -3453095.250000 Penalty: 3379.072510
	Iteration 0F: 3 clusters Score -3453095 nChanged 15242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -3461688.500000 Penalty: 3379.072510
	Iteration 1F: 3 clusters Score -3461688 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -3462458.250000 Penalty: 3379.072510
	Iteration 2F: 3 clusters Score -3462458 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -3463414.250000 Penalty: 3379.072510
	Iteration 3F: 3 clusters Score -3463414 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -3464335.250000 Penalty: 3379.072510
	Iteration 4F: 3 clusters Score -3464335 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -3465136.750000 Penalty: 3379.072510
	Iteration 5F: 3 clusters Score -3465137 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -3465796.500000 Penalty: 3379.072510
	Iteration 6Q: 3 clusters Score -3465796 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -3466355.250000 Penalty: 3379.072510
	Iteration 7Q: 3 clusters Score -3466355 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -3466847.000000 Penalty: 3379.072510
	Iteration 8Q: 3 clusters Score -3466847 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -3467290.250000 Penalty: 3379.072510
	Iteration 9Q: 3 clusters Score -3467290 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -3467737.000000 Penalty: 3379.072510
	Iteration 10Q: 3 clusters Score -3467737 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -3468234.500000 Penalty: 3379.072510
	Iteration 11Q: 3 clusters Score -3468234 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -3468870.750000 Penalty: 3379.072510
	Iteration 12Q: 3 clusters Score -3468871 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -3469605.250000 Penalty: 3379.072510
	Iteration 13Q: 3 clusters Score -3469605 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -3470468.250000 Penalty: 3379.072510
	Iteration 14Q: 3 clusters Score -3470468 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -3471288.000000 Penalty: 3379.072510
	Iteration 15Q: 3 clusters Score -3471288 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -3471901.000000 Penalty: 3379.072510
	Iteration 16Q: 3 clusters Score -3471901 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -3472325.500000 Penalty: 3379.072510
	Iteration 17Q: 3 clusters Score -3472326 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -3472593.250000 Penalty: 3379.072510
	Iteration 18Q: 3 clusters Score -3472593 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -3472744.250000 Penalty: 3379.072510
	Iteration 19Q: 3 clusters Score -3472744 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -3472851.000000 Penalty: 3379.072510
	Iteration 20F: 3 clusters Score -3472851 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -3472933.250000 Penalty: 3379.072510
	Iteration 21Q: 3 clusters Score -3472933 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -3472983.500000 Penalty: 3379.072510
	Iteration 22Q: 3 clusters Score -3472984 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -3473021.000000 Penalty: 3379.072510
	Iteration 23Q: 3 clusters Score -3473021 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -3473031.500000 Penalty: 3379.072510
	Iteration 24Q: 3 clusters Score -3473032 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -3473047.500000 Penalty: 3379.072510
	Iteration 25Q: 3 clusters Score -3473048 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -3473067.000000 Penalty: 3379.072510
	Iteration 26Q: 3 clusters Score -3473067 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -3473071.750000 Penalty: 3379.072510
	Iteration 27Q: 3 clusters Score -3473072 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3473084.250000 Penalty: 3379.072510
	Iteration 28Q: 3 clusters Score -3473084 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -3473088.250000 Penalty: 3379.072510
	Iteration 29Q: 3 clusters Score -3473088 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -3473097.500000 Penalty: 3379.072510
	Iteration 30Q: 3 clusters Score -3473098 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -3473096.500000 Penalty: 3379.072510
	Iteration 31Q: 3 clusters Score -3473096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -3473103.500000 Penalty: 3379.072510
	Iteration 32Q: 3 clusters Score -3473104 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -3473108.000000 Penalty: 3379.072510
	Iteration 33Q: 3 clusters Score -3473108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -3473108.250000 Penalty: 3379.072510
	Iteration 34Q: 3 clusters Score -3473108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -3473102.250000 Penalty: 3379.072510
	Iteration 35Q: 3 clusters Score -3473102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -3473097.000000 Penalty: 3379.072510
	Iteration 36Q: 3 clusters Score -3473097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -3473103.250000 Penalty: 3379.072510
	Iteration 37Q: 3 clusters Score -3473103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -3473100.000000 Penalty: 3379.072510
	Iteration 38Q: 3 clusters Score -3473100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -3473101.250000 Penalty: 3379.072510
	Iteration 39Q: 3 clusters Score -3473101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -3473103.250000 Penalty: 3379.072510
	Iteration 40F: 3 clusters Score -3473103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -3473102.750000 Penalty: 3379.072510
	Iteration 41Q: 3 clusters Score -3473103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -3473114.250000 Penalty: 3379.072510
	Iteration 42Q: 3 clusters Score -3473114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -3473115.750000 Penalty: 3379.072510
	Iteration 43Q: 3 clusters Score -3473116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -3473111.000000 Penalty: 3379.072510
	Iteration 44Q: 3 clusters Score -3473111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -3473110.500000 Penalty: 3379.072510
	Iteration 45Q: 3 clusters Score -3473110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -3473110.250000 Penalty: 3379.072510
	Iteration 46Q: 3 clusters Score -3473110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -3473105.000000 Penalty: 3379.072510
	Iteration 47Q: 3 clusters Score -3473105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -3473107.750000 Penalty: 3379.072510
	Iteration 48Q: 3 clusters Score -3473108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -3473103.250000 Penalty: 3379.072510
	Iteration 49Q: 3 clusters Score -3473103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -3473107.250000 Penalty: 3379.072510
	Iteration 50Q: 3 clusters Score -3473107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -3473109.250000 Penalty: 3379.072510
	Iteration 51Q: 3 clusters Score -3473109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -3473115.500000 Penalty: 3379.072510
	Iteration 52Q: 3 clusters Score -3473116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -3473118.750000 Penalty: 3379.072510
	Iteration 53Q: 3 clusters Score -3473119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -3473119.500000 Penalty: 3379.072510
	Iteration 54Q: 3 clusters Score -3473120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -3473115.750000 Penalty: 3379.072510
	Iteration 55Q: 3 clusters Score -3473116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -3473113.500000 Penalty: 3379.072510
	Iteration 56Q: 3 clusters Score -3473114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -3473115.000000 Penalty: 3379.072510
	Iteration 57Q: 3 clusters Score -3473115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -3473114.250000 Penalty: 3379.072510
	Iteration 58Q: 3 clusters Score -3473114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -3473110.000000 Penalty: 3379.072510
	Iteration 59Q: 3 clusters Score -3473110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -3473111.750000 Penalty: 3379.072510
	Iteration 60F: 3 clusters Score -3473112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -3473112.750000 Penalty: 3379.072510
	Iteration 61Q: 3 clusters Score -3473113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -3473119.250000 Penalty: 3379.072510
	Iteration 62Q: 3 clusters Score -3473119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -3473116.750000 Penalty: 3379.072510
	Iteration 63Q: 3 clusters Score -3473117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -3473115.750000 Penalty: 3379.072510
	Iteration 64Q: 3 clusters Score -3473116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -3473117.250000 Penalty: 3379.072510
	Iteration 65Q: 3 clusters Score -3473117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -3473113.500000 Penalty: 3379.072510
	Iteration 66Q: 3 clusters Score -3473114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -3473112.000000 Penalty: 3379.072510
	Iteration 67Q: 3 clusters Score -3473112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -3473113.000000 Penalty: 3379.072510
	Iteration 68Q: 3 clusters Score -3473113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -3473112.250000 Penalty: 3379.072510
	Iteration 69Q: 3 clusters Score -3473112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -3473114.750000 Penalty: 3379.072510
	Iteration 70Q: 3 clusters Score -3473115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -3473110.000000 Penalty: 3379.072510
	Iteration 71Q: 3 clusters Score -3473110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -3473111.750000 Penalty: 3379.072510
	Iteration 72Q: 3 clusters Score -3473112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -3473110.000000 Penalty: 3379.072510
	Iteration 73Q: 3 clusters Score -3473110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -3473112.250000 Penalty: 3379.072510
	Iteration 74Q: 3 clusters Score -3473112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -3473117.500000 Penalty: 3379.072510
	Iteration 75Q: 3 clusters Score -3473118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -3473112.500000 Penalty: 3379.072510
	Iteration 76Q: 3 clusters Score -3473112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -3473112.500000 Penalty: 3379.072510
	Iteration 77F: 3 clusters Score -3473112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Entering Unmasked Estep 
Score: -1152010.125000 Penalty: 1515.747803
	Iteration 0F: 2 clusters Score -1152010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1144098.875000 Penalty: 3031.495605
	Iteration 0F: 3 clusters Score -1144099 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1146811.750000 Penalty: 3031.495605
	Iteration 1F: 3 clusters Score -1146812 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1147137.250000 Penalty: 3031.495605
	Iteration 2F: 3 clusters Score -1147137 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1147520.750000 Penalty: 3031.495605
	Iteration 3F: 3 clusters Score -1147521 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1147927.000000 Penalty: 3031.495605
	Iteration 4F: 3 clusters Score -1147927 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1148380.625000 Penalty: 3031.495605
	Iteration 5F: 3 clusters Score -1148381 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1148858.125000 Penalty: 3031.495605
	Iteration 6F: 3 clusters Score -1148858 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1149280.875000 Penalty: 3031.495605
	Iteration 7F: 3 clusters Score -1149281 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1149681.500000 Penalty: 3031.495605
	Iteration 8F: 3 clusters Score -1149682 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1149992.500000 Penalty: 3031.495605
	Iteration 9Q: 3 clusters Score -1149992 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1150184.875000 Penalty: 3031.495605
	Iteration 10Q: 3 clusters Score -1150185 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1150334.875000 Penalty: 3031.495605
	Iteration 11Q: 3 clusters Score -1150335 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1150466.125000 Penalty: 3031.495605
	Iteration 12Q: 3 clusters Score -1150466 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1150608.250000 Penalty: 3031.495605
	Iteration 13Q: 3 clusters Score -1150608 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1150757.875000 Penalty: 3031.495605
	Iteration 14Q: 3 clusters Score -1150758 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1150881.625000 Penalty: 3031.495605
	Iteration 15Q: 3 clusters Score -1150882 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1150973.375000 Penalty: 3031.495605
	Iteration 16Q: 3 clusters Score -1150973 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1151022.250000 Penalty: 3031.495605
	Iteration 17Q: 3 clusters Score -1151022 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1151054.875000 Penalty: 3031.495605
	Iteration 18Q: 3 clusters Score -1151055 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1151082.875000 Penalty: 3031.495605
	Iteration 19Q: 3 clusters Score -1151083 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1151096.500000 Penalty: 3031.495605
	Iteration 20F: 3 clusters Score -1151096 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1151109.875000 Penalty: 3031.495605
	Iteration 21Q: 3 clusters Score -1151110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1151116.750000 Penalty: 3031.495605
	Iteration 22Q: 3 clusters Score -1151117 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1151122.500000 Penalty: 3031.495605
	Iteration 23Q: 3 clusters Score -1151122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1151123.375000 Penalty: 3031.495605
	Iteration 24Q: 3 clusters Score -1151123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1151122.625000 Penalty: 3031.495605
	Iteration 25Q: 3 clusters Score -1151123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1151125.125000 Penalty: 3031.495605
	Iteration 26Q: 3 clusters Score -1151125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1151125.875000 Penalty: 3031.495605
	Iteration 27Q: 3 clusters Score -1151126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1151126.875000 Penalty: 3031.495605
	Iteration 28Q: 3 clusters Score -1151127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1151126.625000 Penalty: 3031.495605
	Iteration 29Q: 3 clusters Score -1151127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1151126.500000 Penalty: 3031.495605
	Iteration 30Q: 3 clusters Score -1151126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1151126.250000 Penalty: 3031.495605
	Iteration 31Q: 3 clusters Score -1151126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1151124.125000 Penalty: 3031.495605
	Iteration 32Q: 3 clusters Score -1151124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1151125.750000 Penalty: 3031.495605
	Iteration 33Q: 3 clusters Score -1151126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1151125.500000 Penalty: 3031.495605
	Iteration 34Q: 3 clusters Score -1151126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1151123.250000 Penalty: 3031.495605
	Iteration 35Q: 3 clusters Score -1151123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1151124.875000 Penalty: 3031.495605
	Iteration 36Q: 3 clusters Score -1151125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1151124.875000 Penalty: 3031.495605
	Iteration 37F: 3 clusters Score -1151125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Entering Unmasked Estep 
Score: -1426625.625000 Penalty: 1545.916016
	Iteration 0F: 2 clusters Score -1426626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1417342.250000 Penalty: 3091.832031
	Iteration 0F: 3 clusters Score -1417342 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1420467.625000 Penalty: 3091.832031
	Iteration 1F: 3 clusters Score -1420468 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1420694.625000 Penalty: 3091.832031
	Iteration 2F: 3 clusters Score -1420695 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1420868.500000 Penalty: 3091.832031
	Iteration 3Q: 3 clusters Score -1420868 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1421028.000000 Penalty: 3091.832031
	Iteration 4Q: 3 clusters Score -1421028 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1421181.500000 Penalty: 3091.832031
	Iteration 5Q: 3 clusters Score -1421182 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1421339.000000 Penalty: 3091.832031
	Iteration 6Q: 3 clusters Score -1421339 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1421514.125000 Penalty: 3091.832031
	Iteration 7Q: 3 clusters Score -1421514 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1421672.250000 Penalty: 3091.832031
	Iteration 8Q: 3 clusters Score -1421672 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1421863.125000 Penalty: 3091.832031
	Iteration 9Q: 3 clusters Score -1421863 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1422042.500000 Penalty: 3091.832031
	Iteration 10Q: 3 clusters Score -1422042 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1422242.125000 Penalty: 3091.832031
	Iteration 11Q: 3 clusters Score -1422242 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1422445.625000 Penalty: 3091.832031
	Iteration 12Q: 3 clusters Score -1422446 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1422659.625000 Penalty: 3091.832031
	Iteration 13Q: 3 clusters Score -1422660 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1422910.500000 Penalty: 3091.832031
	Iteration 14Q: 3 clusters Score -1422910 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1423212.750000 Penalty: 3091.832031
	Iteration 15Q: 3 clusters Score -1423213 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1423623.625000 Penalty: 3091.832031
	Iteration 16Q: 3 clusters Score -1423624 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1424057.625000 Penalty: 3091.832031
	Iteration 17Q: 3 clusters Score -1424058 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1424482.875000 Penalty: 3091.832031
	Iteration 18Q: 3 clusters Score -1424483 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1424818.500000 Penalty: 3091.832031
	Iteration 19Q: 3 clusters Score -1424818 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1425074.500000 Penalty: 3091.832031
	Iteration 20F: 3 clusters Score -1425074 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1425225.375000 Penalty: 3091.832031
	Iteration 21Q: 3 clusters Score -1425225 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1425331.875000 Penalty: 3091.832031
	Iteration 22Q: 3 clusters Score -1425332 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1425407.375000 Penalty: 3091.832031
	Iteration 23Q: 3 clusters Score -1425407 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1425471.000000 Penalty: 3091.832031
	Iteration 24Q: 3 clusters Score -1425471 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1425510.500000 Penalty: 3091.832031
	Iteration 25Q: 3 clusters Score -1425510 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1425549.750000 Penalty: 3091.832031
	Iteration 26Q: 3 clusters Score -1425550 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1425577.125000 Penalty: 3091.832031
	Iteration 27Q: 3 clusters Score -1425577 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1425599.000000 Penalty: 3091.832031
	Iteration 28Q: 3 clusters Score -1425599 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1425615.625000 Penalty: 3091.832031
	Iteration 29Q: 3 clusters Score -1425616 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1425628.250000 Penalty: 3091.832031
	Iteration 30Q: 3 clusters Score -1425628 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1425646.000000 Penalty: 3091.832031
	Iteration 31Q: 3 clusters Score -1425646 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1425665.500000 Penalty: 3091.832031
	Iteration 32Q: 3 clusters Score -1425666 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1425675.875000 Penalty: 3091.832031
	Iteration 33Q: 3 clusters Score -1425676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1425685.500000 Penalty: 3091.832031
	Iteration 34Q: 3 clusters Score -1425686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1425695.250000 Penalty: 3091.832031
	Iteration 35Q: 3 clusters Score -1425695 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1425708.625000 Penalty: 3091.832031
	Iteration 36Q: 3 clusters Score -1425709 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1425715.625000 Penalty: 3091.832031
	Iteration 37Q: 3 clusters Score -1425716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1425722.750000 Penalty: 3091.832031
	Iteration 38Q: 3 clusters Score -1425723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1425721.500000 Penalty: 3091.832031
	Iteration 39Q: 3 clusters Score -1425722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1425722.750000 Penalty: 3091.832031
	Iteration 40F: 3 clusters Score -1425723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1425731.750000 Penalty: 3091.832031
	Iteration 41Q: 3 clusters Score -1425732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1425735.625000 Penalty: 3091.832031
	Iteration 42Q: 3 clusters Score -1425736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1425738.125000 Penalty: 3091.832031
	Iteration 43Q: 3 clusters Score -1425738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1425742.750000 Penalty: 3091.832031
	Iteration 44Q: 3 clusters Score -1425743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1425744.875000 Penalty: 3091.832031
	Iteration 45Q: 3 clusters Score -1425745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1425746.500000 Penalty: 3091.832031
	Iteration 46Q: 3 clusters Score -1425746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1425746.875000 Penalty: 3091.832031
	Iteration 47Q: 3 clusters Score -1425747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1425748.250000 Penalty: 3091.832031
	Iteration 48Q: 3 clusters Score -1425748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1425751.625000 Penalty: 3091.832031
	Iteration 49Q: 3 clusters Score -1425752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1425752.375000 Penalty: 3091.832031
	Iteration 50Q: 3 clusters Score -1425752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1425754.250000 Penalty: 3091.832031
	Iteration 51Q: 3 clusters Score -1425754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1425754.125000 Penalty: 3091.832031
	Iteration 52Q: 3 clusters Score -1425754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1425753.625000 Penalty: 3091.832031
	Iteration 53Q: 3 clusters Score -1425754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1425753.625000 Penalty: 3091.832031
	Iteration 54F: 3 clusters Score -1425754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Entering Unmasked Estep 
Score: -3369979.750000 Penalty: 1683.823120
	Iteration 0F: 2 clusters Score -3369980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -3348674.000000 Penalty: 3367.646240
	Iteration 0F: 3 clusters Score -3348674 nChanged 14592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -3357122.750000 Penalty: 3367.646240
	Iteration 1F: 3 clusters Score -3357123 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -3358155.750000 Penalty: 3367.646240
	Iteration 2F: 3 clusters Score -3358156 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -3359564.500000 Penalty: 3367.646240
	Iteration 3F: 3 clusters Score -3359564 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -3361332.750000 Penalty: 3367.646240
	Iteration 4F: 3 clusters Score -3361333 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -3363341.250000 Penalty: 3367.646240
	Iteration 5F: 3 clusters Score -3363341 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -3365151.250000 Penalty: 3367.646240
	Iteration 6F: 3 clusters Score -3365151 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -3366451.500000 Penalty: 3367.646240
	Iteration 7Q: 3 clusters Score -3366452 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -3367397.500000 Penalty: 3367.646240
	Iteration 8Q: 3 clusters Score -3367398 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -3367943.750000 Penalty: 3367.646240
	Iteration 9Q: 3 clusters Score -3367944 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3368200.500000 Penalty: 3367.646240
	Iteration 10Q: 3 clusters Score -3368200 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -3368319.000000 Penalty: 3367.646240
	Iteration 11Q: 3 clusters Score -3368319 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3368399.750000 Penalty: 3367.646240
	Iteration 12Q: 3 clusters Score -3368400 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -3368469.750000 Penalty: 3367.646240
	Iteration 13Q: 3 clusters Score -3368470 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -3368519.500000 Penalty: 3367.646240
	Iteration 14Q: 3 clusters Score -3368520 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3368575.750000 Penalty: 3367.646240
	Iteration 15Q: 3 clusters Score -3368576 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -3368623.000000 Penalty: 3367.646240
	Iteration 16Q: 3 clusters Score -3368623 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -3368649.750000 Penalty: 3367.646240
	Iteration 17Q: 3 clusters Score -3368650 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3368682.000000 Penalty: 3367.646240
	Iteration 18Q: 3 clusters Score -3368682 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -3368702.250000 Penalty: 3367.646240
	Iteration 19Q: 3 clusters Score -3368702 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3368720.000000 Penalty: 3367.646240
	Iteration 20F: 3 clusters Score -3368720 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3368757.750000 Penalty: 3367.646240
	Iteration 21Q: 3 clusters Score -3368758 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3368778.750000 Penalty: 3367.646240
	Iteration 22Q: 3 clusters Score -3368779 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3368806.500000 Penalty: 3367.646240
	Iteration 23Q: 3 clusters Score -3368806 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3368817.750000 Penalty: 3367.646240
	Iteration 24Q: 3 clusters Score -3368818 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3368840.250000 Penalty: 3367.646240
	Iteration 25Q: 3 clusters Score -3368840 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3368858.500000 Penalty: 3367.646240
	Iteration 26Q: 3 clusters Score -3368858 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3368883.250000 Penalty: 3367.646240
	Iteration 27Q: 3 clusters Score -3368883 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3368903.250000 Penalty: 3367.646240
	Iteration 28Q: 3 clusters Score -3368903 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3368919.000000 Penalty: 3367.646240
	Iteration 29Q: 3 clusters Score -3368919 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3368936.250000 Penalty: 3367.646240
	Iteration 30Q: 3 clusters Score -3368936 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3368948.000000 Penalty: 3367.646240
	Iteration 31Q: 3 clusters Score -3368948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3368969.000000 Penalty: 3367.646240
	Iteration 32Q: 3 clusters Score -3368969 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3368974.000000 Penalty: 3367.646240
	Iteration 33Q: 3 clusters Score -3368974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3368983.250000 Penalty: 3367.646240
	Iteration 34Q: 3 clusters Score -3368983 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3368990.000000 Penalty: 3367.646240
	Iteration 35Q: 3 clusters Score -3368990 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3369007.000000 Penalty: 3367.646240
	Iteration 36Q: 3 clusters Score -3369007 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3369021.750000 Penalty: 3367.646240
	Iteration 37Q: 3 clusters Score -3369022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3369021.250000 Penalty: 3367.646240
	Iteration 38Q: 3 clusters Score -3369021 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3369030.250000 Penalty: 3367.646240
	Iteration 39Q: 3 clusters Score -3369030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3369037.500000 Penalty: 3367.646240
	Iteration 40F: 3 clusters Score -3369038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3369052.750000 Penalty: 3367.646240
	Iteration 41Q: 3 clusters Score -3369053 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3369053.250000 Penalty: 3367.646240
	Iteration 42Q: 3 clusters Score -3369053 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3369063.000000 Penalty: 3367.646240
	Iteration 43Q: 3 clusters Score -3369063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3369061.000000 Penalty: 3367.646240
	Iteration 44Q: 3 clusters Score -3369061 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3369068.750000 Penalty: 3367.646240
	Iteration 45Q: 3 clusters Score -3369069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3369088.500000 Penalty: 3367.646240
	Iteration 46Q: 3 clusters Score -3369088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3369103.750000 Penalty: 3367.646240
	Iteration 47Q: 3 clusters Score -3369104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3369119.250000 Penalty: 3367.646240
	Iteration 48Q: 3 clusters Score -3369119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3369132.250000 Penalty: 3367.646240
	Iteration 49Q: 3 clusters Score -3369132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3369140.750000 Penalty: 3367.646240
	Iteration 50Q: 3 clusters Score -3369141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3369142.750000 Penalty: 3367.646240
	Iteration 51Q: 3 clusters Score -3369143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3369148.250000 Penalty: 3367.646240
	Iteration 52Q: 3 clusters Score -3369148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3369153.750000 Penalty: 3367.646240
	Iteration 53Q: 3 clusters Score -3369154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3369159.000000 Penalty: 3367.646240
	Iteration 54Q: 3 clusters Score -3369159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3369165.750000 Penalty: 3367.646240
	Iteration 55Q: 3 clusters Score -3369166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3369169.500000 Penalty: 3367.646240
	Iteration 56Q: 3 clusters Score -3369170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3369170.000000 Penalty: 3367.646240
	Iteration 57Q: 3 clusters Score -3369170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3369173.000000 Penalty: 3367.646240
	Iteration 58Q: 3 clusters Score -3369173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3369170.750000 Penalty: 3367.646240
	Iteration 59Q: 3 clusters Score -3369171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3369170.250000 Penalty: 3367.646240
	Iteration 60F: 3 clusters Score -3369170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3369174.250000 Penalty: 3367.646240
	Iteration 61Q: 3 clusters Score -3369174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3369170.250000 Penalty: 3367.646240
	Iteration 62Q: 3 clusters Score -3369170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3369172.750000 Penalty: 3367.646240
	Iteration 63Q: 3 clusters Score -3369173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3369174.500000 Penalty: 3367.646240
	Iteration 64Q: 3 clusters Score -3369174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3369182.250000 Penalty: 3367.646240
	Iteration 65Q: 3 clusters Score -3369182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3369182.000000 Penalty: 3367.646240
	Iteration 66Q: 3 clusters Score -3369182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3369188.000000 Penalty: 3367.646240
	Iteration 67Q: 3 clusters Score -3369188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3369189.750000 Penalty: 3367.646240
	Iteration 68Q: 3 clusters Score -3369190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3369188.000000 Penalty: 3367.646240
	Iteration 69Q: 3 clusters Score -3369188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3369195.250000 Penalty: 3367.646240
	Iteration 70Q: 3 clusters Score -3369195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3369197.250000 Penalty: 3367.646240
	Iteration 71Q: 3 clusters Score -3369197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3369196.750000 Penalty: 3367.646240
	Iteration 72Q: 3 clusters Score -3369197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3369204.000000 Penalty: 3367.646240
	Iteration 73Q: 3 clusters Score -3369204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3369210.250000 Penalty: 3367.646240
	Iteration 74Q: 3 clusters Score -3369210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3369214.250000 Penalty: 3367.646240
	Iteration 75Q: 3 clusters Score -3369214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3369213.750000 Penalty: 3367.646240
	Iteration 76Q: 3 clusters Score -3369214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3369215.250000 Penalty: 3367.646240
	Iteration 77Q: 3 clusters Score -3369215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3369216.250000 Penalty: 3367.646240
	Iteration 78Q: 3 clusters Score -3369216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3369218.250000 Penalty: 3367.646240
	Iteration 79Q: 3 clusters Score -3369218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3369221.000000 Penalty: 3367.646240
	Iteration 80F: 3 clusters Score -3369221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3369219.000000 Penalty: 3367.646240
	Iteration 81Q: 3 clusters Score -3369219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3369221.000000 Penalty: 3367.646240
	Iteration 82Q: 3 clusters Score -3369221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3369227.500000 Penalty: 3367.646240
	Iteration 83Q: 3 clusters Score -3369228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3369231.750000 Penalty: 3367.646240
	Iteration 84Q: 3 clusters Score -3369232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3369231.750000 Penalty: 3367.646240
	Iteration 85F: 3 clusters Score -3369232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Entering Unmasked Estep 
Score: -655410.375000 Penalty: 1420.979248
	Iteration 0F: 2 clusters Score -655410.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -650604.375000 Penalty: 2841.958496
	Iteration 0F: 3 clusters Score -650604.4 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -651881.875000 Penalty: 2841.958496
	Iteration 1F: 3 clusters Score -651881.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -652047.625000 Penalty: 2841.958496
	Iteration 2F: 3 clusters Score -652047.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -652181.562500 Penalty: 2841.958496
	Iteration 3Q: 3 clusters Score -652181.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -652318.250000 Penalty: 2841.958496
	Iteration 4Q: 3 clusters Score -652318.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -652472.687500 Penalty: 2841.958496
	Iteration 5Q: 3 clusters Score -652472.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -652589.812500 Penalty: 2841.958496
	Iteration 6Q: 3 clusters Score -652589.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -652677.500000 Penalty: 2841.958496
	Iteration 7Q: 3 clusters Score -652677.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -652746.125000 Penalty: 2841.958496
	Iteration 8Q: 3 clusters Score -652746.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -652805.125000 Penalty: 2841.958496
	Iteration 9Q: 3 clusters Score -652805.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -652853.937500 Penalty: 2841.958496
	Iteration 10Q: 3 clusters Score -652853.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -652910.937500 Penalty: 2841.958496
	Iteration 11Q: 3 clusters Score -652910.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -652963.562500 Penalty: 2841.958496
	Iteration 12Q: 3 clusters Score -652963.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -653014.375000 Penalty: 2841.958496
	Iteration 13Q: 3 clusters Score -653014.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -653071.937500 Penalty: 2841.958496
	Iteration 14Q: 3 clusters Score -653071.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -653138.562500 Penalty: 2841.958496
	Iteration 15Q: 3 clusters Score -653138.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -653199.000000 Penalty: 2841.958496
	Iteration 16Q: 3 clusters Score -653199 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -653273.562500 Penalty: 2841.958496
	Iteration 17Q: 3 clusters Score -653273.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -653352.937500 Penalty: 2841.958496
	Iteration 18Q: 3 clusters Score -653352.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -653432.000000 Penalty: 2841.958496
	Iteration 19Q: 3 clusters Score -653432 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -653507.125000 Penalty: 2841.958496
	Iteration 20F: 3 clusters Score -653507.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -653564.500000 Penalty: 2841.958496
	Iteration 21Q: 3 clusters Score -653564.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -653604.125000 Penalty: 2841.958496
	Iteration 22Q: 3 clusters Score -653604.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -653629.312500 Penalty: 2841.958496
	Iteration 23Q: 3 clusters Score -653629.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -653650.562500 Penalty: 2841.958496
	Iteration 24Q: 3 clusters Score -653650.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -653673.687500 Penalty: 2841.958496
	Iteration 25Q: 3 clusters Score -653673.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -653693.437500 Penalty: 2841.958496
	Iteration 26Q: 3 clusters Score -653693.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -653707.375000 Penalty: 2841.958496
	Iteration 27Q: 3 clusters Score -653707.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -653717.750000 Penalty: 2841.958496
	Iteration 28Q: 3 clusters Score -653717.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -653731.312500 Penalty: 2841.958496
	Iteration 29Q: 3 clusters Score -653731.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -653748.375000 Penalty: 2841.958496
	Iteration 30Q: 3 clusters Score -653748.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -653761.875000 Penalty: 2841.958496
	Iteration 31Q: 3 clusters Score -653761.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -653774.937500 Penalty: 2841.958496
	Iteration 32Q: 3 clusters Score -653774.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -653785.937500 Penalty: 2841.958496
	Iteration 33Q: 3 clusters Score -653785.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -653794.812500 Penalty: 2841.958496
	Iteration 34Q: 3 clusters Score -653794.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -653802.062500 Penalty: 2841.958496
	Iteration 35Q: 3 clusters Score -653802.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -653810.625000 Penalty: 2841.958496
	Iteration 36Q: 3 clusters Score -653810.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -653816.562500 Penalty: 2841.958496
	Iteration 37Q: 3 clusters Score -653816.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -653825.812500 Penalty: 2841.958496
	Iteration 38Q: 3 clusters Score -653825.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -653834.562500 Penalty: 2841.958496
	Iteration 39Q: 3 clusters Score -653834.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -653842.437500 Penalty: 2841.958496
	Iteration 40F: 3 clusters Score -653842.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -653846.750000 Penalty: 2841.958496
	Iteration 41Q: 3 clusters Score -653846.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -653855.250000 Penalty: 2841.958496
	Iteration 42Q: 3 clusters Score -653855.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -653862.250000 Penalty: 2841.958496
	Iteration 43Q: 3 clusters Score -653862.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -653869.562500 Penalty: 2841.958496
	Iteration 44Q: 3 clusters Score -653869.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -653877.312500 Penalty: 2841.958496
	Iteration 45Q: 3 clusters Score -653877.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -653887.625000 Penalty: 2841.958496
	Iteration 46Q: 3 clusters Score -653887.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -653899.750000 Penalty: 2841.958496
	Iteration 47Q: 3 clusters Score -653899.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -653907.125000 Penalty: 2841.958496
	Iteration 48Q: 3 clusters Score -653907.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -653917.375000 Penalty: 2841.958496
	Iteration 49Q: 3 clusters Score -653917.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -653924.437500 Penalty: 2841.958496
	Iteration 50Q: 3 clusters Score -653924.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -653929.937500 Penalty: 2841.958496
	Iteration 51Q: 3 clusters Score -653929.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -653937.062500 Penalty: 2841.958496
	Iteration 52Q: 3 clusters Score -653937.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -653948.062500 Penalty: 2841.958496
	Iteration 53Q: 3 clusters Score -653948.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -653960.062500 Penalty: 2841.958496
	Iteration 54Q: 3 clusters Score -653960.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -653971.125000 Penalty: 2841.958496
	Iteration 55Q: 3 clusters Score -653971.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -653985.000000 Penalty: 2841.958496
	Iteration 56Q: 3 clusters Score -653985 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -653998.187500 Penalty: 2841.958496
	Iteration 57Q: 3 clusters Score -653998.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -654012.875000 Penalty: 2841.958496
	Iteration 58Q: 3 clusters Score -654012.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -654034.187500 Penalty: 2841.958496
	Iteration 59Q: 3 clusters Score -654034.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -654058.687500 Penalty: 2841.958496
	Iteration 60F: 3 clusters Score -654058.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -654088.187500 Penalty: 2841.958496
	Iteration 61Q: 3 clusters Score -654088.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -654111.250000 Penalty: 2841.958496
	Iteration 62Q: 3 clusters Score -654111.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -654135.750000 Penalty: 2841.958496
	Iteration 63Q: 3 clusters Score -654135.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -654154.500000 Penalty: 2841.958496
	Iteration 64Q: 3 clusters Score -654154.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -654167.687500 Penalty: 2841.958496
	Iteration 65Q: 3 clusters Score -654167.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -654178.625000 Penalty: 2841.958496
	Iteration 66Q: 3 clusters Score -654178.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -654186.187500 Penalty: 2841.958496
	Iteration 67Q: 3 clusters Score -654186.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -654195.187500 Penalty: 2841.958496
	Iteration 68Q: 3 clusters Score -654195.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -654200.500000 Penalty: 2841.958496
	Iteration 69Q: 3 clusters Score -654200.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -654206.750000 Penalty: 2841.958496
	Iteration 70Q: 3 clusters Score -654206.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -654217.937500 Penalty: 2841.958496
	Iteration 71Q: 3 clusters Score -654217.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -654221.062500 Penalty: 2841.958496
	Iteration 72Q: 3 clusters Score -654221.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -654225.312500 Penalty: 2841.958496
	Iteration 73Q: 3 clusters Score -654225.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -654231.187500 Penalty: 2841.958496
	Iteration 74Q: 3 clusters Score -654231.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -654234.500000 Penalty: 2841.958496
	Iteration 75Q: 3 clusters Score -654234.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -654236.687500 Penalty: 2841.958496
	Iteration 76Q: 3 clusters Score -654236.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -654238.937500 Penalty: 2841.958496
	Iteration 77Q: 3 clusters Score -654238.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -654238.937500 Penalty: 2841.958496
	Iteration 78Q: 3 clusters Score -654238.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -654241.937500 Penalty: 2841.958496
	Iteration 79Q: 3 clusters Score -654241.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -654242.437500 Penalty: 2841.958496
	Iteration 80F: 3 clusters Score -654242.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -654244.000000 Penalty: 2841.958496
	Iteration 81Q: 3 clusters Score -654244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -654247.562500 Penalty: 2841.958496
	Iteration 82Q: 3 clusters Score -654247.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -654248.687500 Penalty: 2841.958496
	Iteration 83Q: 3 clusters Score -654248.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -654252.500000 Penalty: 2841.958496
	Iteration 84Q: 3 clusters Score -654252.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -654255.812500 Penalty: 2841.958496
	Iteration 85Q: 3 clusters Score -654255.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -654260.187500 Penalty: 2841.958496
	Iteration 86Q: 3 clusters Score -654260.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -654262.437500 Penalty: 2841.958496
	Iteration 87Q: 3 clusters Score -654262.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -654265.312500 Penalty: 2841.958496
	Iteration 88Q: 3 clusters Score -654265.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -654267.750000 Penalty: 2841.958496
	Iteration 89Q: 3 clusters Score -654267.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -654271.875000 Penalty: 2841.958496
	Iteration 90Q: 3 clusters Score -654271.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -654273.437500 Penalty: 2841.958496
	Iteration 91Q: 3 clusters Score -654273.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -654277.250000 Penalty: 2841.958496
	Iteration 92Q: 3 clusters Score -654277.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -654278.000000 Penalty: 2841.958496
	Iteration 93Q: 3 clusters Score -654278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -654280.250000 Penalty: 2841.958496
	Iteration 94Q: 3 clusters Score -654280.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -654280.937500 Penalty: 2841.958496
	Iteration 95Q: 3 clusters Score -654280.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -654281.625000 Penalty: 2841.958496
	Iteration 96Q: 3 clusters Score -654281.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -654281.625000 Penalty: 2841.958496
	Iteration 97F: 3 clusters Score -654281.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Entering Unmasked Estep 
Score: -1932504.875000 Penalty: 1597.785767
	Iteration 0F: 2 clusters Score -1932505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1919791.375000 Penalty: 3195.571533
	Iteration 0F: 3 clusters Score -1919791 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1924503.375000 Penalty: 3195.571533
	Iteration 1F: 3 clusters Score -1924503 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1925093.500000 Penalty: 3195.571533
	Iteration 2F: 3 clusters Score -1925094 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1925806.625000 Penalty: 3195.571533
	Iteration 3F: 3 clusters Score -1925807 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1926554.000000 Penalty: 3195.571533
	Iteration 4F: 3 clusters Score -1926554 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1927394.000000 Penalty: 3195.571533
	Iteration 5F: 3 clusters Score -1927394 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1928286.750000 Penalty: 3195.571533
	Iteration 6F: 3 clusters Score -1928287 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1929042.625000 Penalty: 3195.571533
	Iteration 7F: 3 clusters Score -1929043 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1929656.125000 Penalty: 3195.571533
	Iteration 8Q: 3 clusters Score -1929656 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1930095.125000 Penalty: 3195.571533
	Iteration 9Q: 3 clusters Score -1930095 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1930401.250000 Penalty: 3195.571533
	Iteration 10Q: 3 clusters Score -1930401 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1930615.875000 Penalty: 3195.571533
	Iteration 11Q: 3 clusters Score -1930616 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1930802.875000 Penalty: 3195.571533
	Iteration 12Q: 3 clusters Score -1930803 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1930913.500000 Penalty: 3195.571533
	Iteration 13Q: 3 clusters Score -1930914 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1931009.125000 Penalty: 3195.571533
	Iteration 14Q: 3 clusters Score -1931009 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1931091.750000 Penalty: 3195.571533
	Iteration 15Q: 3 clusters Score -1931092 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1931151.125000 Penalty: 3195.571533
	Iteration 16Q: 3 clusters Score -1931151 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1931201.625000 Penalty: 3195.571533
	Iteration 17Q: 3 clusters Score -1931202 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1931243.375000 Penalty: 3195.571533
	Iteration 18Q: 3 clusters Score -1931243 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1931273.875000 Penalty: 3195.571533
	Iteration 19Q: 3 clusters Score -1931274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1931284.125000 Penalty: 3195.571533
	Iteration 20F: 3 clusters Score -1931284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1931299.375000 Penalty: 3195.571533
	Iteration 21Q: 3 clusters Score -1931299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1931308.125000 Penalty: 3195.571533
	Iteration 22Q: 3 clusters Score -1931308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1931316.250000 Penalty: 3195.571533
	Iteration 23Q: 3 clusters Score -1931316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1931322.500000 Penalty: 3195.571533
	Iteration 24Q: 3 clusters Score -1931322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1931326.000000 Penalty: 3195.571533
	Iteration 25Q: 3 clusters Score -1931326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1931324.000000 Penalty: 3195.571533
	Iteration 26Q: 3 clusters Score -1931324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1931325.125000 Penalty: 3195.571533
	Iteration 27Q: 3 clusters Score -1931325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1931325.625000 Penalty: 3195.571533
	Iteration 28Q: 3 clusters Score -1931326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1931325.625000 Penalty: 3195.571533
	Iteration 29F: 3 clusters Score -1931326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Entering Unmasked Estep 
Score: -534280.875000 Penalty: 1390.417236
	Iteration 0F: 2 clusters Score -534280.9 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 2638 members 
Entering Unmasked Estep 
Score: -530228.187500 Penalty: 2780.834473
	Iteration 0F: 3 clusters Score -530228.2 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -531444.250000 Penalty: 2780.834473
	Iteration 1F: 3 clusters Score -531444.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -531694.687500 Penalty: 2780.834473
	Iteration 2F: 3 clusters Score -531694.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -531867.937500 Penalty: 2780.834473
	Iteration 3F: 3 clusters Score -531867.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -532030.875000 Penalty: 2780.834473
	Iteration 4Q: 3 clusters Score -532030.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -532197.625000 Penalty: 2780.834473
	Iteration 5Q: 3 clusters Score -532197.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -532391.562500 Penalty: 2780.834473
	Iteration 6Q: 3 clusters Score -532391.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -532562.875000 Penalty: 2780.834473
	Iteration 7Q: 3 clusters Score -532562.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -532706.500000 Penalty: 2780.834473
	Iteration 8Q: 3 clusters Score -532706.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -532821.500000 Penalty: 2780.834473
	Iteration 9Q: 3 clusters Score -532821.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -532936.000000 Penalty: 2780.834473
	Iteration 10Q: 3 clusters Score -532936 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -533005.812500 Penalty: 2780.834473
	Iteration 11Q: 3 clusters Score -533005.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -533061.750000 Penalty: 2780.834473
	Iteration 12Q: 3 clusters Score -533061.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -533122.562500 Penalty: 2780.834473
	Iteration 13Q: 3 clusters Score -533122.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -533181.375000 Penalty: 2780.834473
	Iteration 14Q: 3 clusters Score -533181.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -533238.500000 Penalty: 2780.834473
	Iteration 15Q: 3 clusters Score -533238.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -533280.937500 Penalty: 2780.834473
	Iteration 16Q: 3 clusters Score -533280.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -533339.875000 Penalty: 2780.834473
	Iteration 17Q: 3 clusters Score -533339.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -533411.937500 Penalty: 2780.834473
	Iteration 18Q: 3 clusters Score -533411.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -533494.125000 Penalty: 2780.834473
	Iteration 19Q: 3 clusters Score -533494.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -533551.687500 Penalty: 2780.834473
	Iteration 20F: 3 clusters Score -533551.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -533587.375000 Penalty: 2780.834473
	Iteration 21Q: 3 clusters Score -533587.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -533609.812500 Penalty: 2780.834473
	Iteration 22Q: 3 clusters Score -533609.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -533623.562500 Penalty: 2780.834473
	Iteration 23Q: 3 clusters Score -533623.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -533633.625000 Penalty: 2780.834473
	Iteration 24Q: 3 clusters Score -533633.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -533639.437500 Penalty: 2780.834473
	Iteration 25Q: 3 clusters Score -533639.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -533644.000000 Penalty: 2780.834473
	Iteration 26Q: 3 clusters Score -533644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -533650.812500 Penalty: 2780.834473
	Iteration 27Q: 3 clusters Score -533650.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -533654.500000 Penalty: 2780.834473
	Iteration 28Q: 3 clusters Score -533654.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -533656.500000 Penalty: 2780.834473
	Iteration 29Q: 3 clusters Score -533656.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -533659.187500 Penalty: 2780.834473
	Iteration 30Q: 3 clusters Score -533659.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -533660.000000 Penalty: 2780.834473
	Iteration 31Q: 3 clusters Score -533660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -533661.687500 Penalty: 2780.834473
	Iteration 32Q: 3 clusters Score -533661.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -533663.000000 Penalty: 2780.834473
	Iteration 33Q: 3 clusters Score -533663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -533663.187500 Penalty: 2780.834473
	Iteration 34Q: 3 clusters Score -533663.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -533664.812500 Penalty: 2780.834473
	Iteration 35Q: 3 clusters Score -533664.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -533664.500000 Penalty: 2780.834473
	Iteration 36Q: 3 clusters Score -533664.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -533664.812500 Penalty: 2780.834473
	Iteration 37Q: 3 clusters Score -533664.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -533664.812500 Penalty: 2780.834473
	Iteration 38F: 3 clusters Score -533664.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -11073.934570 Penalty: 818.504761
	Iteration 0F: 2 clusters Score -11073.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10510.993164 Penalty: 1637.009521
	Iteration 0F: 3 clusters Score -10510.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10626.802734 Penalty: 1637.009521
	Iteration 1F: 3 clusters Score -10626.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10674.467773 Penalty: 1637.009521
	Iteration 2F: 3 clusters Score -10674.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -10679.894531 Penalty: 1637.009521
	Iteration 3Q: 3 clusters Score -10679.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -10682.781250 Penalty: 1637.009521
	Iteration 4Q: 3 clusters Score -10682.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -10688.120117 Penalty: 1637.009521
	Iteration 5Q: 3 clusters Score -10688.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -10690.187500 Penalty: 1637.009521
	Iteration 6Q: 3 clusters Score -10690.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -10692.506836 Penalty: 1637.009521
	Iteration 7Q: 3 clusters Score -10692.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -10692.766602 Penalty: 1637.009521
	Iteration 8F: 3 clusters Score -10692.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -10703.717773 Penalty: 1637.009521
	Iteration 9Q: 3 clusters Score -10703.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -10703.717773 Penalty: 1637.009521
	Iteration 10F: 3 clusters Score -10703.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Entering Unmasked Estep 
Score: -703455.750000 Penalty: 1431.941772
	Iteration 0F: 2 clusters Score -703455.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -698434.312500 Penalty: 2863.883545
	Iteration 0F: 3 clusters Score -698434.3 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -699928.500000 Penalty: 2863.883545
	Iteration 1F: 3 clusters Score -699928.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -700186.375000 Penalty: 2863.883545
	Iteration 2F: 3 clusters Score -700186.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -700385.812500 Penalty: 2863.883545
	Iteration 3F: 3 clusters Score -700385.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -700541.937500 Penalty: 2863.883545
	Iteration 4Q: 3 clusters Score -700541.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -700697.187500 Penalty: 2863.883545
	Iteration 5Q: 3 clusters Score -700697.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -700864.062500 Penalty: 2863.883545
	Iteration 6Q: 3 clusters Score -700864.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -701014.000000 Penalty: 2863.883545
	Iteration 7Q: 3 clusters Score -701014 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -701162.375000 Penalty: 2863.883545
	Iteration 8Q: 3 clusters Score -701162.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -701310.187500 Penalty: 2863.883545
	Iteration 9Q: 3 clusters Score -701310.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -701452.375000 Penalty: 2863.883545
	Iteration 10Q: 3 clusters Score -701452.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -701579.875000 Penalty: 2863.883545
	Iteration 11Q: 3 clusters Score -701579.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -701708.625000 Penalty: 2863.883545
	Iteration 12Q: 3 clusters Score -701708.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -701834.312500 Penalty: 2863.883545
	Iteration 13Q: 3 clusters Score -701834.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -701935.625000 Penalty: 2863.883545
	Iteration 14Q: 3 clusters Score -701935.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -702027.062500 Penalty: 2863.883545
	Iteration 15Q: 3 clusters Score -702027.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -702117.625000 Penalty: 2863.883545
	Iteration 16Q: 3 clusters Score -702117.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -702208.250000 Penalty: 2863.883545
	Iteration 17Q: 3 clusters Score -702208.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -702277.812500 Penalty: 2863.883545
	Iteration 18Q: 3 clusters Score -702277.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -702327.687500 Penalty: 2863.883545
	Iteration 19Q: 3 clusters Score -702327.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -702369.250000 Penalty: 2863.883545
	Iteration 20F: 3 clusters Score -702369.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -702394.625000 Penalty: 2863.883545
	Iteration 21Q: 3 clusters Score -702394.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -702426.187500 Penalty: 2863.883545
	Iteration 22Q: 3 clusters Score -702426.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -702444.250000 Penalty: 2863.883545
	Iteration 23Q: 3 clusters Score -702444.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -702459.750000 Penalty: 2863.883545
	Iteration 24Q: 3 clusters Score -702459.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -702468.750000 Penalty: 2863.883545
	Iteration 25Q: 3 clusters Score -702468.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -702482.000000 Penalty: 2863.883545
	Iteration 26Q: 3 clusters Score -702482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -702494.000000 Penalty: 2863.883545
	Iteration 27Q: 3 clusters Score -702494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -702508.625000 Penalty: 2863.883545
	Iteration 28Q: 3 clusters Score -702508.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -702526.437500 Penalty: 2863.883545
	Iteration 29Q: 3 clusters Score -702526.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -702547.625000 Penalty: 2863.883545
	Iteration 30Q: 3 clusters Score -702547.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -702572.250000 Penalty: 2863.883545
	Iteration 31Q: 3 clusters Score -702572.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -702621.312500 Penalty: 2863.883545
	Iteration 32Q: 3 clusters Score -702621.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -702659.562500 Penalty: 2863.883545
	Iteration 33Q: 3 clusters Score -702659.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -702679.500000 Penalty: 2863.883545
	Iteration 34Q: 3 clusters Score -702679.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -702687.687500 Penalty: 2863.883545
	Iteration 35Q: 3 clusters Score -702687.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -702691.437500 Penalty: 2863.883545
	Iteration 36Q: 3 clusters Score -702691.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -702694.625000 Penalty: 2863.883545
	Iteration 37Q: 3 clusters Score -702694.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -702693.875000 Penalty: 2863.883545
	Iteration 38Q: 3 clusters Score -702693.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -702693.875000 Penalty: 2863.883545
	Iteration 39F: 3 clusters Score -702693.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (174423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174423 members 
Entering Unmasked Estep 
Score: -18711114.000000 Penalty: 1961.251343
	Iteration 0F: 2 clusters Score -1.871111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87254 members 
Mstep: Class 2 contains 87169 members 
Entering Unmasked Estep 
Score: -18601534.000000 Penalty: 3922.502686
	Iteration 0F: 3 clusters Score -1.860153e+07 nChanged 84532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86162 members 
Mstep: Class 2 contains 88261 members 
Entering Unmasked Estep 
Score: -18651026.000000 Penalty: 3922.502686
	Iteration 1F: 3 clusters Score -1.865103e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85304 members 
Mstep: Class 2 contains 89119 members 
Entering Unmasked Estep 
Score: -18652612.000000 Penalty: 3922.502686
	Iteration 2Q: 3 clusters Score -1.865261e+07 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83645 members 
Mstep: Class 2 contains 90778 members 
Entering Unmasked Estep 
Score: -18654672.000000 Penalty: 3922.502686
	Iteration 3Q: 3 clusters Score -1.865467e+07 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80986 members 
Mstep: Class 2 contains 93437 members 
Entering Unmasked Estep 
Score: -18657806.000000 Penalty: 3922.502686
	Iteration 4Q: 3 clusters Score -1.865781e+07 nChanged 9539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77045 members 
Mstep: Class 2 contains 97378 members 
Entering Unmasked Estep 
Score: -18662760.000000 Penalty: 3922.502686
	Iteration 5F: 3 clusters Score -1.866276e+07 nChanged 11079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71864 members 
Mstep: Class 2 contains 102559 members 
Entering Unmasked Estep 
Score: -18668916.000000 Penalty: 3922.502686
	Iteration 6F: 3 clusters Score -1.866892e+07 nChanged 11548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66050 members 
Mstep: Class 2 contains 108373 members 
Entering Unmasked Estep 
Score: -18675362.000000 Penalty: 3922.502686
	Iteration 7F: 3 clusters Score -1.867536e+07 nChanged 10590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60174 members 
Mstep: Class 2 contains 114249 members 
Entering Unmasked Estep 
Score: -18680844.000000 Penalty: 3922.502686
	Iteration 8F: 3 clusters Score -1.868084e+07 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 120039 members 
Entering Unmasked Estep 
Score: -18685154.000000 Penalty: 3922.502686
	Iteration 9F: 3 clusters Score -1.868515e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 125765 members 
Entering Unmasked Estep 
Score: -18688794.000000 Penalty: 3922.502686
	Iteration 10Q: 3 clusters Score -1.868879e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 131670 members 
Entering Unmasked Estep 
Score: -18692666.000000 Penalty: 3922.502686
	Iteration 11Q: 3 clusters Score -1.869267e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 137743 members 
Entering Unmasked Estep 
Score: -18697630.000000 Penalty: 3922.502686
	Iteration 12Q: 3 clusters Score -1.869763e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 143258 members 
Entering Unmasked Estep 
Score: -18702936.000000 Penalty: 3922.502686
	Iteration 13Q: 3 clusters Score -1.870294e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 147466 members 
Entering Unmasked Estep 
Score: -18707566.000000 Penalty: 3922.502686
	Iteration 14Q: 3 clusters Score -1.870757e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 150403 members 
Entering Unmasked Estep 
Score: -18709938.000000 Penalty: 3922.502686
	Iteration 15Q: 3 clusters Score -1.870994e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 152929 members 
Entering Unmasked Estep 
Score: -18711004.000000 Penalty: 3922.502686
	Iteration 16Q: 3 clusters Score -1.8711e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 155226 members 
Entering Unmasked Estep 
Score: -18711618.000000 Penalty: 3922.502686
	Iteration 17Q: 3 clusters Score -1.871162e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 157245 members 
Entering Unmasked Estep 
Score: -18712004.000000 Penalty: 3922.502686
	Iteration 18Q: 3 clusters Score -1.8712e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 159048 members 
Entering Unmasked Estep 
Score: -18712052.000000 Penalty: 3922.502686
	Iteration 19Q: 3 clusters Score -1.871205e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 160642 members 
Entering Unmasked Estep 
Score: -18712190.000000 Penalty: 3922.502686
	Iteration 20F: 3 clusters Score -1.871219e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 162068 members 
Entering Unmasked Estep 
Score: -18712204.000000 Penalty: 3922.502686
	Iteration 21Q: 3 clusters Score -1.87122e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 163354 members 
Entering Unmasked Estep 
Score: -18712154.000000 Penalty: 3922.502686
	Iteration 22Q: 3 clusters Score -1.871215e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 164492 members 
Entering Unmasked Estep 
Score: -18712072.000000 Penalty: 3922.502686
	Iteration 23Q: 3 clusters Score -1.871207e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 165489 members 
Entering Unmasked Estep 
Score: -18711836.000000 Penalty: 3922.502686
	Iteration 24Q: 3 clusters Score -1.871184e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 166313 members 
Entering Unmasked Estep 
Score: -18711760.000000 Penalty: 3922.502686
	Iteration 25Q: 3 clusters Score -1.871176e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 167005 members 
Entering Unmasked Estep 
Score: -18711712.000000 Penalty: 3922.502686
	Iteration 26Q: 3 clusters Score -1.871171e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 167571 members 
Entering Unmasked Estep 
Score: -18711626.000000 Penalty: 3922.502686
	Iteration 27Q: 3 clusters Score -1.871163e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 168001 members 
Entering Unmasked Estep 
Score: -18711476.000000 Penalty: 3922.502686
	Iteration 28Q: 3 clusters Score -1.871148e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 168371 members 
Entering Unmasked Estep 
Score: -18711344.000000 Penalty: 3922.502686
	Iteration 29Q: 3 clusters Score -1.871134e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 168718 members 
Entering Unmasked Estep 
Score: -18711284.000000 Penalty: 3922.502686
	Iteration 30Q: 3 clusters Score -1.871128e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 169009 members 
Entering Unmasked Estep 
Score: -18711222.000000 Penalty: 3922.502686
	Iteration 31Q: 3 clusters Score -1.871122e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 169271 members 
Entering Unmasked Estep 
Score: -18711184.000000 Penalty: 3922.502686
	Iteration 32Q: 3 clusters Score -1.871118e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 169509 members 
Entering Unmasked Estep 
Score: -18711148.000000 Penalty: 3922.502686
	Iteration 33Q: 3 clusters Score -1.871115e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 169712 members 
Entering Unmasked Estep 
Score: -18711092.000000 Penalty: 3922.502686
	Iteration 34Q: 3 clusters Score -1.871109e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 169867 members 
Entering Unmasked Estep 
Score: -18711084.000000 Penalty: 3922.502686
	Iteration 35Q: 3 clusters Score -1.871108e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 170021 members 
Entering Unmasked Estep 
Score: -18711038.000000 Penalty: 3922.502686
	Iteration 36Q: 3 clusters Score -1.871104e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 170151 members 
Entering Unmasked Estep 
Score: -18711016.000000 Penalty: 3922.502686
	Iteration 37Q: 3 clusters Score -1.871102e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 170272 members 
Entering Unmasked Estep 
Score: -18710968.000000 Penalty: 3922.502686
	Iteration 38Q: 3 clusters Score -1.871097e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 170381 members 
Entering Unmasked Estep 
Score: -18710918.000000 Penalty: 3922.502686
	Iteration 39Q: 3 clusters Score -1.871092e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 170487 members 
Entering Unmasked Estep 
Score: -18710918.000000 Penalty: 3922.502686
	Iteration 40F: 3 clusters Score -1.871092e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 170574 members 
Entering Unmasked Estep 
Score: -18710936.000000 Penalty: 3922.502686
	Iteration 41Q: 3 clusters Score -1.871094e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 170653 members 
Entering Unmasked Estep 
Score: -18710924.000000 Penalty: 3922.502686
	Iteration 42Q: 3 clusters Score -1.871092e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 170736 members 
Entering Unmasked Estep 
Score: -18710866.000000 Penalty: 3922.502686
	Iteration 43Q: 3 clusters Score -1.871087e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 170804 members 
Entering Unmasked Estep 
Score: -18710860.000000 Penalty: 3922.502686
	Iteration 44Q: 3 clusters Score -1.871086e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 170860 members 
Entering Unmasked Estep 
Score: -18710850.000000 Penalty: 3922.502686
	Iteration 45Q: 3 clusters Score -1.871085e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 170908 members 
Entering Unmasked Estep 
Score: -18710846.000000 Penalty: 3922.502686
	Iteration 46Q: 3 clusters Score -1.871085e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 170968 members 
Entering Unmasked Estep 
Score: -18710864.000000 Penalty: 3922.502686
	Iteration 47Q: 3 clusters Score -1.871086e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 171021 members 
Entering Unmasked Estep 
Score: -18710836.000000 Penalty: 3922.502686
	Iteration 48Q: 3 clusters Score -1.871084e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 171063 members 
Entering Unmasked Estep 
Score: -18710836.000000 Penalty: 3922.502686
	Iteration 49Q: 3 clusters Score -1.871084e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 171096 members 
Entering Unmasked Estep 
Score: -18710848.000000 Penalty: 3922.502686
	Iteration 50Q: 3 clusters Score -1.871085e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 171128 members 
Entering Unmasked Estep 
Score: -18710846.000000 Penalty: 3922.502686
	Iteration 51Q: 3 clusters Score -1.871085e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 171155 members 
Entering Unmasked Estep 
Score: -18710838.000000 Penalty: 3922.502686
	Iteration 52Q: 3 clusters Score -1.871084e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 171184 members 
Entering Unmasked Estep 
Score: -18710796.000000 Penalty: 3922.502686
	Iteration 53Q: 3 clusters Score -1.87108e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 171210 members 
Entering Unmasked Estep 
Score: -18710776.000000 Penalty: 3922.502686
	Iteration 54Q: 3 clusters Score -1.871078e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 171232 members 
Entering Unmasked Estep 
Score: -18710750.000000 Penalty: 3922.502686
	Iteration 55Q: 3 clusters Score -1.871075e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 171254 members 
Entering Unmasked Estep 
Score: -18710736.000000 Penalty: 3922.502686
	Iteration 56Q: 3 clusters Score -1.871074e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 171273 members 
Entering Unmasked Estep 
Score: -18710740.000000 Penalty: 3922.502686
	Iteration 57Q: 3 clusters Score -1.871074e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 171289 members 
Entering Unmasked Estep 
Score: -18710732.000000 Penalty: 3922.502686
	Iteration 58Q: 3 clusters Score -1.871073e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 171310 members 
Entering Unmasked Estep 
Score: -18710734.000000 Penalty: 3922.502686
	Iteration 59Q: 3 clusters Score -1.871073e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 171334 members 
Entering Unmasked Estep 
Score: -18710754.000000 Penalty: 3922.502686
	Iteration 60F: 3 clusters Score -1.871075e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 171360 members 
Entering Unmasked Estep 
Score: -18710744.000000 Penalty: 3922.502686
	Iteration 61Q: 3 clusters Score -1.871074e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 171376 members 
Entering Unmasked Estep 
Score: -18710718.000000 Penalty: 3922.502686
	Iteration 62Q: 3 clusters Score -1.871072e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 171393 members 
Entering Unmasked Estep 
Score: -18710712.000000 Penalty: 3922.502686
	Iteration 63Q: 3 clusters Score -1.871071e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 171411 members 
Entering Unmasked Estep 
Score: -18710722.000000 Penalty: 3922.502686
	Iteration 64Q: 3 clusters Score -1.871072e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 171429 members 
Entering Unmasked Estep 
Score: -18710720.000000 Penalty: 3922.502686
	Iteration 65Q: 3 clusters Score -1.871072e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 171451 members 
Entering Unmasked Estep 
Score: -18710704.000000 Penalty: 3922.502686
	Iteration 66Q: 3 clusters Score -1.87107e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 171480 members 
Entering Unmasked Estep 
Score: -18710712.000000 Penalty: 3922.502686
	Iteration 67Q: 3 clusters Score -1.871071e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 171514 members 
Entering Unmasked Estep 
Score: -18710710.000000 Penalty: 3922.502686
	Iteration 68Q: 3 clusters Score -1.871071e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 171542 members 
Entering Unmasked Estep 
Score: -18710724.000000 Penalty: 3922.502686
	Iteration 69Q: 3 clusters Score -1.871072e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 171566 members 
Entering Unmasked Estep 
Score: -18710712.000000 Penalty: 3922.502686
	Iteration 70Q: 3 clusters Score -1.871071e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 171592 members 
Entering Unmasked Estep 
Score: -18710720.000000 Penalty: 3922.502686
	Iteration 71Q: 3 clusters Score -1.871072e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 171627 members 
Entering Unmasked Estep 
Score: -18710712.000000 Penalty: 3922.502686
	Iteration 72Q: 3 clusters Score -1.871071e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 171653 members 
Entering Unmasked Estep 
Score: -18710692.000000 Penalty: 3922.502686
	Iteration 73Q: 3 clusters Score -1.871069e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 171673 members 
Entering Unmasked Estep 
Score: -18710694.000000 Penalty: 3922.502686
	Iteration 74Q: 3 clusters Score -1.871069e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 171691 members 
Entering Unmasked Estep 
Score: -18710708.000000 Penalty: 3922.502686
	Iteration 75Q: 3 clusters Score -1.871071e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 171718 members 
Entering Unmasked Estep 
Score: -18710668.000000 Penalty: 3922.502686
	Iteration 76Q: 3 clusters Score -1.871067e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 171735 members 
Entering Unmasked Estep 
Score: -18710668.000000 Penalty: 3922.502686
	Iteration 77Q: 3 clusters Score -1.871067e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 171753 members 
Entering Unmasked Estep 
Score: -18710662.000000 Penalty: 3922.502686
	Iteration 78Q: 3 clusters Score -1.871066e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 171767 members 
Entering Unmasked Estep 
Score: -18710652.000000 Penalty: 3922.502686
	Iteration 79Q: 3 clusters Score -1.871065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 171777 members 
Entering Unmasked Estep 
Score: -18710636.000000 Penalty: 3922.502686
	Iteration 80F: 3 clusters Score -1.871064e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 171790 members 
Entering Unmasked Estep 
Score: -18710630.000000 Penalty: 3922.502686
	Iteration 81Q: 3 clusters Score -1.871063e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 171801 members 
Entering Unmasked Estep 
Score: -18710646.000000 Penalty: 3922.502686
	Iteration 82Q: 3 clusters Score -1.871065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 171812 members 
Entering Unmasked Estep 
Score: -18710658.000000 Penalty: 3922.502686
	Iteration 83Q: 3 clusters Score -1.871066e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 171824 members 
Entering Unmasked Estep 
Score: -18710634.000000 Penalty: 3922.502686
	Iteration 84Q: 3 clusters Score -1.871063e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 171837 members 
Entering Unmasked Estep 
Score: -18710632.000000 Penalty: 3922.502686
	Iteration 85Q: 3 clusters Score -1.871063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 171849 members 
Entering Unmasked Estep 
Score: -18710626.000000 Penalty: 3922.502686
	Iteration 86Q: 3 clusters Score -1.871063e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 171868 members 
Entering Unmasked Estep 
Score: -18710644.000000 Penalty: 3922.502686
	Iteration 87Q: 3 clusters Score -1.871064e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 171884 members 
Entering Unmasked Estep 
Score: -18710652.000000 Penalty: 3922.502686
	Iteration 88Q: 3 clusters Score -1.871065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 171896 members 
Entering Unmasked Estep 
Score: -18710628.000000 Penalty: 3922.502686
	Iteration 89Q: 3 clusters Score -1.871063e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 171913 members 
Entering Unmasked Estep 
Score: -18710648.000000 Penalty: 3922.502686
	Iteration 90Q: 3 clusters Score -1.871065e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 171931 members 
Entering Unmasked Estep 
Score: -18710644.000000 Penalty: 3922.502686
	Iteration 91Q: 3 clusters Score -1.871064e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 171955 members 
Entering Unmasked Estep 
Score: -18710620.000000 Penalty: 3922.502686
	Iteration 92Q: 3 clusters Score -1.871062e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 171970 members 
Entering Unmasked Estep 
Score: -18710642.000000 Penalty: 3922.502686
	Iteration 93Q: 3 clusters Score -1.871064e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 171982 members 
Entering Unmasked Estep 
Score: -18710650.000000 Penalty: 3922.502686
	Iteration 94Q: 3 clusters Score -1.871065e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 171998 members 
Entering Unmasked Estep 
Score: -18710658.000000 Penalty: 3922.502686
	Iteration 95Q: 3 clusters Score -1.871066e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 172012 members 
Entering Unmasked Estep 
Score: -18710638.000000 Penalty: 3922.502686
	Iteration 96Q: 3 clusters Score -1.871064e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 172024 members 
Entering Unmasked Estep 
Score: -18710622.000000 Penalty: 3922.502686
	Iteration 97Q: 3 clusters Score -1.871062e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 172028 members 
Entering Unmasked Estep 
Score: -18710628.000000 Penalty: 3922.502686
	Iteration 98Q: 3 clusters Score -1.871063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 172032 members 
Entering Unmasked Estep 
Score: -18710618.000000 Penalty: 3922.502686
	Iteration 99Q: 3 clusters Score -1.871062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 172034 members 
Entering Unmasked Estep 
Score: -18710634.000000 Penalty: 3922.502686
	Iteration 100F: 3 clusters Score -1.871063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 172045 members 
Entering Unmasked Estep 
Score: -18710612.000000 Penalty: 3922.502686
	Iteration 101Q: 3 clusters Score -1.871061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 172052 members 
Entering Unmasked Estep 
Score: -18710612.000000 Penalty: 3922.502686
	Iteration 102Q: 3 clusters Score -1.871061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 172058 members 
Entering Unmasked Estep 
Score: -18710616.000000 Penalty: 3922.502686
	Iteration 103Q: 3 clusters Score -1.871062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 172064 members 
Entering Unmasked Estep 
Score: -18710606.000000 Penalty: 3922.502686
	Iteration 104Q: 3 clusters Score -1.871061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 172073 members 
Entering Unmasked Estep 
Score: -18710608.000000 Penalty: 3922.502686
	Iteration 105Q: 3 clusters Score -1.871061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 172077 members 
Entering Unmasked Estep 
Score: -18710612.000000 Penalty: 3922.502686
	Iteration 106Q: 3 clusters Score -1.871061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 172079 members 
Entering Unmasked Estep 
Score: -18710612.000000 Penalty: 3922.502686
	Iteration 107Q: 3 clusters Score -1.871061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 172083 members 
Entering Unmasked Estep 
Score: -18710610.000000 Penalty: 3922.502686
	Iteration 108Q: 3 clusters Score -1.871061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 172088 members 
Entering Unmasked Estep 
Score: -18710606.000000 Penalty: 3922.502686
	Iteration 109Q: 3 clusters Score -1.871061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 172093 members 
Entering Unmasked Estep 
Score: -18710614.000000 Penalty: 3922.502686
	Iteration 110Q: 3 clusters Score -1.871061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 172101 members 
Entering Unmasked Estep 
Score: -18710620.000000 Penalty: 3922.502686
	Iteration 111Q: 3 clusters Score -1.871062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 172105 members 
Entering Unmasked Estep 
Score: -18710622.000000 Penalty: 3922.502686
	Iteration 112Q: 3 clusters Score -1.871062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 172110 members 
Entering Unmasked Estep 
Score: -18710592.000000 Penalty: 3922.502686
	Iteration 113Q: 3 clusters Score -1.871059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 172116 members 
Entering Unmasked Estep 
Score: -18710598.000000 Penalty: 3922.502686
	Iteration 114Q: 3 clusters Score -1.87106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 172119 members 
Entering Unmasked Estep 
Score: -18710594.000000 Penalty: 3922.502686
	Iteration 115Q: 3 clusters Score -1.871059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 172122 members 
Entering Unmasked Estep 
Score: -18710586.000000 Penalty: 3922.502686
	Iteration 116Q: 3 clusters Score -1.871059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 172124 members 
Entering Unmasked Estep 
Score: -18710596.000000 Penalty: 3922.502686
	Iteration 117Q: 3 clusters Score -1.87106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 172128 members 
Entering Unmasked Estep 
Score: -18710596.000000 Penalty: 3922.502686
	Iteration 118Q: 3 clusters Score -1.87106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 172129 members 
Entering Unmasked Estep 
Score: -18710606.000000 Penalty: 3922.502686
	Iteration 119Q: 3 clusters Score -1.871061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 172129 members 
Entering Unmasked Estep 
Score: -18710606.000000 Penalty: 3922.502686
	Iteration 120F: 3 clusters Score -1.871061e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Entering Unmasked Estep 
Score: -231647.500000 Penalty: 1259.754395
	Iteration 0F: 2 clusters Score -231647.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -229388.843750 Penalty: 2519.508789
	Iteration 0F: 3 clusters Score -229388.8 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -230066.546875 Penalty: 2519.508789
	Iteration 1F: 3 clusters Score -230066.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -230378.046875 Penalty: 2519.508789
	Iteration 2F: 3 clusters Score -230378 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -230627.078125 Penalty: 2519.508789
	Iteration 3F: 3 clusters Score -230627.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -230828.390625 Penalty: 2519.508789
	Iteration 4F: 3 clusters Score -230828.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -230935.046875 Penalty: 2519.508789
	Iteration 5F: 3 clusters Score -230935 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -231008.250000 Penalty: 2519.508789
	Iteration 6Q: 3 clusters Score -231008.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -231054.750000 Penalty: 2519.508789
	Iteration 7Q: 3 clusters Score -231054.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -231087.734375 Penalty: 2519.508789
	Iteration 8Q: 3 clusters Score -231087.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -231105.093750 Penalty: 2519.508789
	Iteration 9Q: 3 clusters Score -231105.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -231114.453125 Penalty: 2519.508789
	Iteration 10Q: 3 clusters Score -231114.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -231123.453125 Penalty: 2519.508789
	Iteration 11Q: 3 clusters Score -231123.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -231126.546875 Penalty: 2519.508789
	Iteration 12Q: 3 clusters Score -231126.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -231129.875000 Penalty: 2519.508789
	Iteration 13Q: 3 clusters Score -231129.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -231132.765625 Penalty: 2519.508789
	Iteration 14Q: 3 clusters Score -231132.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -231137.390625 Penalty: 2519.508789
	Iteration 15Q: 3 clusters Score -231137.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -231142.468750 Penalty: 2519.508789
	Iteration 16Q: 3 clusters Score -231142.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -231144.968750 Penalty: 2519.508789
	Iteration 17Q: 3 clusters Score -231145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -231145.343750 Penalty: 2519.508789
	Iteration 18Q: 3 clusters Score -231145.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -231146.578125 Penalty: 2519.508789
	Iteration 19Q: 3 clusters Score -231146.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -231147.468750 Penalty: 2519.508789
	Iteration 20F: 3 clusters Score -231147.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -231148.937500 Penalty: 2519.508789
	Iteration 21Q: 3 clusters Score -231148.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -231148.937500 Penalty: 2519.508789
	Iteration 22F: 3 clusters Score -231148.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Entering Unmasked Estep 
Score: -375662.593750 Penalty: 1336.731201
	Iteration 0F: 2 clusters Score -375662.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -372506.750000 Penalty: 2673.462402
	Iteration 0F: 3 clusters Score -372506.8 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -373461.843750 Penalty: 2673.462402
	Iteration 1F: 3 clusters Score -373461.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -373774.312500 Penalty: 2673.462402
	Iteration 2F: 3 clusters Score -373774.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -374025.156250 Penalty: 2673.462402
	Iteration 3F: 3 clusters Score -374025.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -374208.937500 Penalty: 2673.462402
	Iteration 4F: 3 clusters Score -374208.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -374342.906250 Penalty: 2673.462402
	Iteration 5Q: 3 clusters Score -374342.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -374438.812500 Penalty: 2673.462402
	Iteration 6Q: 3 clusters Score -374438.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -374494.812500 Penalty: 2673.462402
	Iteration 7Q: 3 clusters Score -374494.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -374531.312500 Penalty: 2673.462402
	Iteration 8Q: 3 clusters Score -374531.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -374559.187500 Penalty: 2673.462402
	Iteration 9Q: 3 clusters Score -374559.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -374575.281250 Penalty: 2673.462402
	Iteration 10Q: 3 clusters Score -374575.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -374588.406250 Penalty: 2673.462402
	Iteration 11Q: 3 clusters Score -374588.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -374595.562500 Penalty: 2673.462402
	Iteration 12Q: 3 clusters Score -374595.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -374600.812500 Penalty: 2673.462402
	Iteration 13Q: 3 clusters Score -374600.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -374610.812500 Penalty: 2673.462402
	Iteration 14Q: 3 clusters Score -374610.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -374620.500000 Penalty: 2673.462402
	Iteration 15Q: 3 clusters Score -374620.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -374628.625000 Penalty: 2673.462402
	Iteration 16Q: 3 clusters Score -374628.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -374635.125000 Penalty: 2673.462402
	Iteration 17Q: 3 clusters Score -374635.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -374641.531250 Penalty: 2673.462402
	Iteration 18Q: 3 clusters Score -374641.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -374646.125000 Penalty: 2673.462402
	Iteration 19Q: 3 clusters Score -374646.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -374647.968750 Penalty: 2673.462402
	Iteration 20F: 3 clusters Score -374648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -374650.437500 Penalty: 2673.462402
	Iteration 21Q: 3 clusters Score -374650.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -374651.968750 Penalty: 2673.462402
	Iteration 22Q: 3 clusters Score -374652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -374653.718750 Penalty: 2673.462402
	Iteration 23Q: 3 clusters Score -374653.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -374654.062500 Penalty: 2673.462402
	Iteration 24Q: 3 clusters Score -374654.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -374655.531250 Penalty: 2673.462402
	Iteration 25Q: 3 clusters Score -374655.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -374656.218750 Penalty: 2673.462402
	Iteration 26Q: 3 clusters Score -374656.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -374654.875000 Penalty: 2673.462402
	Iteration 27Q: 3 clusters Score -374654.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -374654.875000 Penalty: 2673.462402
	Iteration 28F: 3 clusters Score -374654.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Entering Unmasked Estep 
Score: -1998159.375000 Penalty: 1599.331055
	Iteration 0F: 2 clusters Score -1998159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1985339.125000 Penalty: 3198.662109
	Iteration 0F: 3 clusters Score -1985339 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1989974.375000 Penalty: 3198.662109
	Iteration 1F: 3 clusters Score -1989974 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1990398.750000 Penalty: 3198.662109
	Iteration 2F: 3 clusters Score -1990399 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1990814.875000 Penalty: 3198.662109
	Iteration 3Q: 3 clusters Score -1990815 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1991254.500000 Penalty: 3198.662109
	Iteration 4F: 3 clusters Score -1991254 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1991714.500000 Penalty: 3198.662109
	Iteration 5Q: 3 clusters Score -1991714 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1992211.000000 Penalty: 3198.662109
	Iteration 6Q: 3 clusters Score -1992211 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1992762.625000 Penalty: 3198.662109
	Iteration 7F: 3 clusters Score -1992763 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1993287.250000 Penalty: 3198.662109
	Iteration 8F: 3 clusters Score -1993287 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1993775.500000 Penalty: 3198.662109
	Iteration 9Q: 3 clusters Score -1993776 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1994168.625000 Penalty: 3198.662109
	Iteration 10Q: 3 clusters Score -1994169 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1994448.250000 Penalty: 3198.662109
	Iteration 11Q: 3 clusters Score -1994448 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1994636.875000 Penalty: 3198.662109
	Iteration 12Q: 3 clusters Score -1994637 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1994761.250000 Penalty: 3198.662109
	Iteration 13Q: 3 clusters Score -1994761 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1994854.750000 Penalty: 3198.662109
	Iteration 14Q: 3 clusters Score -1994855 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1994919.625000 Penalty: 3198.662109
	Iteration 15Q: 3 clusters Score -1994920 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1994993.250000 Penalty: 3198.662109
	Iteration 16Q: 3 clusters Score -1994993 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1995068.250000 Penalty: 3198.662109
	Iteration 17Q: 3 clusters Score -1995068 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1995122.250000 Penalty: 3198.662109
	Iteration 18Q: 3 clusters Score -1995122 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1995174.625000 Penalty: 3198.662109
	Iteration 19Q: 3 clusters Score -1995175 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1995223.375000 Penalty: 3198.662109
	Iteration 20F: 3 clusters Score -1995223 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1995264.375000 Penalty: 3198.662109
	Iteration 21Q: 3 clusters Score -1995264 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1995300.250000 Penalty: 3198.662109
	Iteration 22Q: 3 clusters Score -1995300 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1995344.250000 Penalty: 3198.662109
	Iteration 23Q: 3 clusters Score -1995344 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1995385.250000 Penalty: 3198.662109
	Iteration 24Q: 3 clusters Score -1995385 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1995422.625000 Penalty: 3198.662109
	Iteration 25Q: 3 clusters Score -1995423 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1995443.875000 Penalty: 3198.662109
	Iteration 26Q: 3 clusters Score -1995444 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1995468.750000 Penalty: 3198.662109
	Iteration 27Q: 3 clusters Score -1995469 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1995485.875000 Penalty: 3198.662109
	Iteration 28Q: 3 clusters Score -1995486 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1995505.125000 Penalty: 3198.662109
	Iteration 29Q: 3 clusters Score -1995505 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1995543.875000 Penalty: 3198.662109
	Iteration 30Q: 3 clusters Score -1995544 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1995572.750000 Penalty: 3198.662109
	Iteration 31Q: 3 clusters Score -1995573 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1995605.000000 Penalty: 3198.662109
	Iteration 32Q: 3 clusters Score -1995605 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1995639.500000 Penalty: 3198.662109
	Iteration 33Q: 3 clusters Score -1995640 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1995677.625000 Penalty: 3198.662109
	Iteration 34Q: 3 clusters Score -1995678 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1995716.125000 Penalty: 3198.662109
	Iteration 35Q: 3 clusters Score -1995716 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1995752.500000 Penalty: 3198.662109
	Iteration 36Q: 3 clusters Score -1995752 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1995796.000000 Penalty: 3198.662109
	Iteration 37Q: 3 clusters Score -1995796 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1995835.500000 Penalty: 3198.662109
	Iteration 38Q: 3 clusters Score -1995836 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1995880.625000 Penalty: 3198.662109
	Iteration 39Q: 3 clusters Score -1995881 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1995923.875000 Penalty: 3198.662109
	Iteration 40F: 3 clusters Score -1995924 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1995960.500000 Penalty: 3198.662109
	Iteration 41Q: 3 clusters Score -1995960 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1995991.625000 Penalty: 3198.662109
	Iteration 42Q: 3 clusters Score -1995992 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1996012.625000 Penalty: 3198.662109
	Iteration 43Q: 3 clusters Score -1996013 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1996055.125000 Penalty: 3198.662109
	Iteration 44Q: 3 clusters Score -1996055 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1996077.125000 Penalty: 3198.662109
	Iteration 45Q: 3 clusters Score -1996077 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1996111.125000 Penalty: 3198.662109
	Iteration 46Q: 3 clusters Score -1996111 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1996143.875000 Penalty: 3198.662109
	Iteration 47Q: 3 clusters Score -1996144 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1996192.875000 Penalty: 3198.662109
	Iteration 48Q: 3 clusters Score -1996193 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1996242.875000 Penalty: 3198.662109
	Iteration 49Q: 3 clusters Score -1996243 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1996279.750000 Penalty: 3198.662109
	Iteration 50Q: 3 clusters Score -1996280 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1996326.625000 Penalty: 3198.662109
	Iteration 51Q: 3 clusters Score -1996327 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1996367.625000 Penalty: 3198.662109
	Iteration 52Q: 3 clusters Score -1996368 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1996398.375000 Penalty: 3198.662109
	Iteration 53Q: 3 clusters Score -1996398 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1996433.625000 Penalty: 3198.662109
	Iteration 54Q: 3 clusters Score -1996434 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1996475.875000 Penalty: 3198.662109
	Iteration 55Q: 3 clusters Score -1996476 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1996507.000000 Penalty: 3198.662109
	Iteration 56Q: 3 clusters Score -1996507 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1996545.125000 Penalty: 3198.662109
	Iteration 57Q: 3 clusters Score -1996545 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1996577.625000 Penalty: 3198.662109
	Iteration 58Q: 3 clusters Score -1996578 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1996612.125000 Penalty: 3198.662109
	Iteration 59Q: 3 clusters Score -1996612 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1996642.250000 Penalty: 3198.662109
	Iteration 60F: 3 clusters Score -1996642 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1996663.625000 Penalty: 3198.662109
	Iteration 61Q: 3 clusters Score -1996664 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1996679.375000 Penalty: 3198.662109
	Iteration 62Q: 3 clusters Score -1996679 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1996694.875000 Penalty: 3198.662109
	Iteration 63Q: 3 clusters Score -1996695 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1996714.875000 Penalty: 3198.662109
	Iteration 64Q: 3 clusters Score -1996715 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1996731.000000 Penalty: 3198.662109
	Iteration 65Q: 3 clusters Score -1996731 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1996738.000000 Penalty: 3198.662109
	Iteration 66Q: 3 clusters Score -1996738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1996742.875000 Penalty: 3198.662109
	Iteration 67Q: 3 clusters Score -1996743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1996746.375000 Penalty: 3198.662109
	Iteration 68Q: 3 clusters Score -1996746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1996751.875000 Penalty: 3198.662109
	Iteration 69Q: 3 clusters Score -1996752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1996757.500000 Penalty: 3198.662109
	Iteration 70Q: 3 clusters Score -1996758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1996764.625000 Penalty: 3198.662109
	Iteration 71Q: 3 clusters Score -1996765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1996764.750000 Penalty: 3198.662109
	Iteration 72Q: 3 clusters Score -1996765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1996767.375000 Penalty: 3198.662109
	Iteration 73Q: 3 clusters Score -1996767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1996762.750000 Penalty: 3198.662109
	Iteration 74Q: 3 clusters Score -1996763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1996771.125000 Penalty: 3198.662109
	Iteration 75Q: 3 clusters Score -1996771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1996771.125000 Penalty: 3198.662109
	Iteration 76Q: 3 clusters Score -1996771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1996783.625000 Penalty: 3198.662109
	Iteration 77Q: 3 clusters Score -1996784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1996784.875000 Penalty: 3198.662109
	Iteration 78Q: 3 clusters Score -1996785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1996788.125000 Penalty: 3198.662109
	Iteration 79Q: 3 clusters Score -1996788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1996792.625000 Penalty: 3198.662109
	Iteration 80F: 3 clusters Score -1996793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1996796.500000 Penalty: 3198.662109
	Iteration 81Q: 3 clusters Score -1996796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1996799.375000 Penalty: 3198.662109
	Iteration 82Q: 3 clusters Score -1996799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1996798.750000 Penalty: 3198.662109
	Iteration 83Q: 3 clusters Score -1996799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1996799.125000 Penalty: 3198.662109
	Iteration 84Q: 3 clusters Score -1996799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1996802.500000 Penalty: 3198.662109
	Iteration 85Q: 3 clusters Score -1996802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1996803.375000 Penalty: 3198.662109
	Iteration 86Q: 3 clusters Score -1996803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1996806.250000 Penalty: 3198.662109
	Iteration 87Q: 3 clusters Score -1996806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1996805.875000 Penalty: 3198.662109
	Iteration 88Q: 3 clusters Score -1996806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1996803.750000 Penalty: 3198.662109
	Iteration 89Q: 3 clusters Score -1996804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1996803.875000 Penalty: 3198.662109
	Iteration 90Q: 3 clusters Score -1996804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1996810.250000 Penalty: 3198.662109
	Iteration 91Q: 3 clusters Score -1996810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1996807.875000 Penalty: 3198.662109
	Iteration 92Q: 3 clusters Score -1996808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1996814.875000 Penalty: 3198.662109
	Iteration 93Q: 3 clusters Score -1996815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1996815.625000 Penalty: 3198.662109
	Iteration 94Q: 3 clusters Score -1996816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1996821.250000 Penalty: 3198.662109
	Iteration 95Q: 3 clusters Score -1996821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1996819.125000 Penalty: 3198.662109
	Iteration 96Q: 3 clusters Score -1996819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1996823.125000 Penalty: 3198.662109
	Iteration 97Q: 3 clusters Score -1996823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1996824.375000 Penalty: 3198.662109
	Iteration 98Q: 3 clusters Score -1996824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1996826.375000 Penalty: 3198.662109
	Iteration 99Q: 3 clusters Score -1996826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1996833.125000 Penalty: 3198.662109
	Iteration 100F: 3 clusters Score -1996833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1996835.875000 Penalty: 3198.662109
	Iteration 101Q: 3 clusters Score -1996836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1996833.625000 Penalty: 3198.662109
	Iteration 102Q: 3 clusters Score -1996834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1996833.375000 Penalty: 3198.662109
	Iteration 103Q: 3 clusters Score -1996833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1996834.250000 Penalty: 3198.662109
	Iteration 104Q: 3 clusters Score -1996834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1996834.250000 Penalty: 3198.662109
	Iteration 105F: 3 clusters Score -1996834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Entering Unmasked Estep 
Score: -1881378.250000 Penalty: 1594.863770
	Iteration 0F: 2 clusters Score -1881378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1868753.625000 Penalty: 3189.727539
	Iteration 0F: 3 clusters Score -1868754 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1873708.375000 Penalty: 3189.727539
	Iteration 1F: 3 clusters Score -1873708 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1874712.250000 Penalty: 3189.727539
	Iteration 2F: 3 clusters Score -1874712 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1876052.875000 Penalty: 3189.727539
	Iteration 3F: 3 clusters Score -1876053 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1877549.125000 Penalty: 3189.727539
	Iteration 4F: 3 clusters Score -1877549 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1878750.250000 Penalty: 3189.727539
	Iteration 5F: 3 clusters Score -1878750 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1879550.000000 Penalty: 3189.727539
	Iteration 6F: 3 clusters Score -1879550 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1880009.250000 Penalty: 3189.727539
	Iteration 7Q: 3 clusters Score -1880009 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1880243.625000 Penalty: 3189.727539
	Iteration 8Q: 3 clusters Score -1880244 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1880382.625000 Penalty: 3189.727539
	Iteration 9Q: 3 clusters Score -1880383 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1880492.750000 Penalty: 3189.727539
	Iteration 10Q: 3 clusters Score -1880493 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1880575.000000 Penalty: 3189.727539
	Iteration 11Q: 3 clusters Score -1880575 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1880637.750000 Penalty: 3189.727539
	Iteration 12Q: 3 clusters Score -1880638 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1880693.375000 Penalty: 3189.727539
	Iteration 13Q: 3 clusters Score -1880693 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1880741.125000 Penalty: 3189.727539
	Iteration 14Q: 3 clusters Score -1880741 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1880774.750000 Penalty: 3189.727539
	Iteration 15Q: 3 clusters Score -1880775 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1880801.000000 Penalty: 3189.727539
	Iteration 16Q: 3 clusters Score -1880801 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1880827.125000 Penalty: 3189.727539
	Iteration 17Q: 3 clusters Score -1880827 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1880834.625000 Penalty: 3189.727539
	Iteration 18Q: 3 clusters Score -1880835 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1880836.125000 Penalty: 3189.727539
	Iteration 19Q: 3 clusters Score -1880836 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1880846.375000 Penalty: 3189.727539
	Iteration 20F: 3 clusters Score -1880846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1880856.625000 Penalty: 3189.727539
	Iteration 21Q: 3 clusters Score -1880857 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1880860.000000 Penalty: 3189.727539
	Iteration 22Q: 3 clusters Score -1880860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1880865.750000 Penalty: 3189.727539
	Iteration 23Q: 3 clusters Score -1880866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1880870.125000 Penalty: 3189.727539
	Iteration 24Q: 3 clusters Score -1880870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1880869.875000 Penalty: 3189.727539
	Iteration 25Q: 3 clusters Score -1880870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1880875.125000 Penalty: 3189.727539
	Iteration 26Q: 3 clusters Score -1880875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1880873.500000 Penalty: 3189.727539
	Iteration 27Q: 3 clusters Score -1880874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1880874.875000 Penalty: 3189.727539
	Iteration 28Q: 3 clusters Score -1880875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1880879.250000 Penalty: 3189.727539
	Iteration 29Q: 3 clusters Score -1880879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1880876.125000 Penalty: 3189.727539
	Iteration 30Q: 3 clusters Score -1880876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1880882.000000 Penalty: 3189.727539
	Iteration 31Q: 3 clusters Score -1880882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1880886.625000 Penalty: 3189.727539
	Iteration 32Q: 3 clusters Score -1880887 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1880886.125000 Penalty: 3189.727539
	Iteration 33Q: 3 clusters Score -1880886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1880888.125000 Penalty: 3189.727539
	Iteration 34Q: 3 clusters Score -1880888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1880888.500000 Penalty: 3189.727539
	Iteration 35Q: 3 clusters Score -1880888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1880891.500000 Penalty: 3189.727539
	Iteration 36Q: 3 clusters Score -1880892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1880890.375000 Penalty: 3189.727539
	Iteration 37Q: 3 clusters Score -1880890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1880891.000000 Penalty: 3189.727539
	Iteration 38Q: 3 clusters Score -1880891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1880889.875000 Penalty: 3189.727539
	Iteration 39Q: 3 clusters Score -1880890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1880892.750000 Penalty: 3189.727539
	Iteration 40F: 3 clusters Score -1880893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1880893.250000 Penalty: 3189.727539
	Iteration 41Q: 3 clusters Score -1880893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1880896.375000 Penalty: 3189.727539
	Iteration 42Q: 3 clusters Score -1880896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1880898.250000 Penalty: 3189.727539
	Iteration 43Q: 3 clusters Score -1880898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1880896.375000 Penalty: 3189.727539
	Iteration 44Q: 3 clusters Score -1880896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1880894.875000 Penalty: 3189.727539
	Iteration 45Q: 3 clusters Score -1880895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1880896.125000 Penalty: 3189.727539
	Iteration 46Q: 3 clusters Score -1880896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1880899.250000 Penalty: 3189.727539
	Iteration 47Q: 3 clusters Score -1880899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1880900.500000 Penalty: 3189.727539
	Iteration 48Q: 3 clusters Score -1880900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1880900.625000 Penalty: 3189.727539
	Iteration 49Q: 3 clusters Score -1880901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1880902.000000 Penalty: 3189.727539
	Iteration 50Q: 3 clusters Score -1880902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1880903.500000 Penalty: 3189.727539
	Iteration 51Q: 3 clusters Score -1880904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1880905.625000 Penalty: 3189.727539
	Iteration 52Q: 3 clusters Score -1880906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1880906.375000 Penalty: 3189.727539
	Iteration 53Q: 3 clusters Score -1880906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1880904.500000 Penalty: 3189.727539
	Iteration 54Q: 3 clusters Score -1880904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1880906.250000 Penalty: 3189.727539
	Iteration 55Q: 3 clusters Score -1880906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1880905.875000 Penalty: 3189.727539
	Iteration 56Q: 3 clusters Score -1880906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1880903.375000 Penalty: 3189.727539
	Iteration 57Q: 3 clusters Score -1880903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1880907.000000 Penalty: 3189.727539
	Iteration 58Q: 3 clusters Score -1880907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1880906.625000 Penalty: 3189.727539
	Iteration 59Q: 3 clusters Score -1880907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1880907.250000 Penalty: 3189.727539
	Iteration 60F: 3 clusters Score -1880907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1880908.125000 Penalty: 3189.727539
	Iteration 61Q: 3 clusters Score -1880908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1880909.250000 Penalty: 3189.727539
	Iteration 62Q: 3 clusters Score -1880909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1880910.125000 Penalty: 3189.727539
	Iteration 63Q: 3 clusters Score -1880910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1880907.750000 Penalty: 3189.727539
	Iteration 64Q: 3 clusters Score -1880908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1880908.375000 Penalty: 3189.727539
	Iteration 65Q: 3 clusters Score -1880908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1880908.000000 Penalty: 3189.727539
	Iteration 66Q: 3 clusters Score -1880908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1880908.250000 Penalty: 3189.727539
	Iteration 67Q: 3 clusters Score -1880908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1880907.875000 Penalty: 3189.727539
	Iteration 68Q: 3 clusters Score -1880908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1880908.750000 Penalty: 3189.727539
	Iteration 69Q: 3 clusters Score -1880909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1880911.750000 Penalty: 3189.727539
	Iteration 70Q: 3 clusters Score -1880912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1880911.000000 Penalty: 3189.727539
	Iteration 71Q: 3 clusters Score -1880911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1880914.125000 Penalty: 3189.727539
	Iteration 72Q: 3 clusters Score -1880914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1880910.375000 Penalty: 3189.727539
	Iteration 73Q: 3 clusters Score -1880910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1880911.375000 Penalty: 3189.727539
	Iteration 74Q: 3 clusters Score -1880911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1880911.125000 Penalty: 3189.727539
	Iteration 75Q: 3 clusters Score -1880911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1880911.500000 Penalty: 3189.727539
	Iteration 76Q: 3 clusters Score -1880912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1880911.625000 Penalty: 3189.727539
	Iteration 77Q: 3 clusters Score -1880912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1880908.875000 Penalty: 3189.727539
	Iteration 78Q: 3 clusters Score -1880909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1880909.875000 Penalty: 3189.727539
	Iteration 79Q: 3 clusters Score -1880910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1880913.500000 Penalty: 3189.727539
	Iteration 80F: 3 clusters Score -1880914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1880915.125000 Penalty: 3189.727539
	Iteration 81Q: 3 clusters Score -1880915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1880916.375000 Penalty: 3189.727539
	Iteration 82Q: 3 clusters Score -1880916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1880917.750000 Penalty: 3189.727539
	Iteration 83Q: 3 clusters Score -1880918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1880917.375000 Penalty: 3189.727539
	Iteration 84Q: 3 clusters Score -1880917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1880917.250000 Penalty: 3189.727539
	Iteration 85Q: 3 clusters Score -1880917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1880917.250000 Penalty: 3189.727539
	Iteration 86F: 3 clusters Score -1880917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (43307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Entering Unmasked Estep 
Score: -4518996.500000 Penalty: 1734.861206
	Iteration 0F: 2 clusters Score -4518996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -4490042.500000 Penalty: 3469.722412
	Iteration 0F: 3 clusters Score -4490042 nChanged 20272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -4502174.500000 Penalty: 3469.722412
	Iteration 1F: 3 clusters Score -4502174 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -4503489.000000 Penalty: 3469.722412
	Iteration 2F: 3 clusters Score -4503489 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -4505105.500000 Penalty: 3469.722412
	Iteration 3F: 3 clusters Score -4505106 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -4506876.500000 Penalty: 3469.722412
	Iteration 4F: 3 clusters Score -4506876 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -4508650.500000 Penalty: 3469.722412
	Iteration 5F: 3 clusters Score -4508650 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -4510113.000000 Penalty: 3469.722412
	Iteration 6F: 3 clusters Score -4510113 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -4511292.500000 Penalty: 3469.722412
	Iteration 7Q: 3 clusters Score -4511292 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -4512334.500000 Penalty: 3469.722412
	Iteration 8Q: 3 clusters Score -4512334 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -4513367.000000 Penalty: 3469.722412
	Iteration 9Q: 3 clusters Score -4513367 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -4514416.500000 Penalty: 3469.722412
	Iteration 10Q: 3 clusters Score -4514416 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -4515238.500000 Penalty: 3469.722412
	Iteration 11Q: 3 clusters Score -4515238 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -4515823.500000 Penalty: 3469.722412
	Iteration 12Q: 3 clusters Score -4515824 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -4516315.500000 Penalty: 3469.722412
	Iteration 13Q: 3 clusters Score -4516316 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -4516743.500000 Penalty: 3469.722412
	Iteration 14Q: 3 clusters Score -4516744 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -4517084.000000 Penalty: 3469.722412
	Iteration 15Q: 3 clusters Score -4517084 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -4517393.000000 Penalty: 3469.722412
	Iteration 16Q: 3 clusters Score -4517393 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -4517576.500000 Penalty: 3469.722412
	Iteration 17Q: 3 clusters Score -4517576 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -4517728.500000 Penalty: 3469.722412
	Iteration 18Q: 3 clusters Score -4517728 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -4517828.000000 Penalty: 3469.722412
	Iteration 19Q: 3 clusters Score -4517828 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -4517900.500000 Penalty: 3469.722412
	Iteration 20F: 3 clusters Score -4517900 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -4517952.500000 Penalty: 3469.722412
	Iteration 21Q: 3 clusters Score -4517952 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -4518009.500000 Penalty: 3469.722412
	Iteration 22Q: 3 clusters Score -4518010 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -4518038.000000 Penalty: 3469.722412
	Iteration 23Q: 3 clusters Score -4518038 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -4518052.500000 Penalty: 3469.722412
	Iteration 24Q: 3 clusters Score -4518052 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -4518082.000000 Penalty: 3469.722412
	Iteration 25Q: 3 clusters Score -4518082 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -4518105.000000 Penalty: 3469.722412
	Iteration 26Q: 3 clusters Score -4518105 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -4518096.500000 Penalty: 3469.722412
	Iteration 27Q: 3 clusters Score -4518096 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -4518101.500000 Penalty: 3469.722412
	Iteration 28Q: 3 clusters Score -4518102 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -4518128.500000 Penalty: 3469.722412
	Iteration 29Q: 3 clusters Score -4518128 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -4518155.000000 Penalty: 3469.722412
	Iteration 30Q: 3 clusters Score -4518155 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -4518162.500000 Penalty: 3469.722412
	Iteration 31Q: 3 clusters Score -4518162 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -4518168.000000 Penalty: 3469.722412
	Iteration 32Q: 3 clusters Score -4518168 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -4518175.000000 Penalty: 3469.722412
	Iteration 33Q: 3 clusters Score -4518175 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -4518182.500000 Penalty: 3469.722412
	Iteration 34Q: 3 clusters Score -4518182 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -4518190.500000 Penalty: 3469.722412
	Iteration 35Q: 3 clusters Score -4518190 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -4518202.500000 Penalty: 3469.722412
	Iteration 36Q: 3 clusters Score -4518202 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -4518217.500000 Penalty: 3469.722412
	Iteration 37Q: 3 clusters Score -4518218 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -4518223.000000 Penalty: 3469.722412
	Iteration 38Q: 3 clusters Score -4518223 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -4518248.500000 Penalty: 3469.722412
	Iteration 39Q: 3 clusters Score -4518248 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -4518247.500000 Penalty: 3469.722412
	Iteration 40F: 3 clusters Score -4518248 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -4518261.000000 Penalty: 3469.722412
	Iteration 41Q: 3 clusters Score -4518261 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -4518261.500000 Penalty: 3469.722412
	Iteration 42Q: 3 clusters Score -4518262 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -4518266.500000 Penalty: 3469.722412
	Iteration 43Q: 3 clusters Score -4518266 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -4518272.500000 Penalty: 3469.722412
	Iteration 44Q: 3 clusters Score -4518272 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -4518272.000000 Penalty: 3469.722412
	Iteration 45Q: 3 clusters Score -4518272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -4518279.500000 Penalty: 3469.722412
	Iteration 46Q: 3 clusters Score -4518280 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -4518280.000000 Penalty: 3469.722412
	Iteration 47Q: 3 clusters Score -4518280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -4518278.000000 Penalty: 3469.722412
	Iteration 48Q: 3 clusters Score -4518278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -4518276.000000 Penalty: 3469.722412
	Iteration 49Q: 3 clusters Score -4518276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -4518282.000000 Penalty: 3469.722412
	Iteration 50Q: 3 clusters Score -4518282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -4518290.000000 Penalty: 3469.722412
	Iteration 51Q: 3 clusters Score -4518290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -4518288.000000 Penalty: 3469.722412
	Iteration 52Q: 3 clusters Score -4518288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -4518290.500000 Penalty: 3469.722412
	Iteration 53Q: 3 clusters Score -4518290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -4518298.000000 Penalty: 3469.722412
	Iteration 54Q: 3 clusters Score -4518298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -4518298.500000 Penalty: 3469.722412
	Iteration 55Q: 3 clusters Score -4518298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -4518303.000000 Penalty: 3469.722412
	Iteration 56Q: 3 clusters Score -4518303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -4518295.500000 Penalty: 3469.722412
	Iteration 57Q: 3 clusters Score -4518296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -4518301.000000 Penalty: 3469.722412
	Iteration 58Q: 3 clusters Score -4518301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -4518306.000000 Penalty: 3469.722412
	Iteration 59Q: 3 clusters Score -4518306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -4518307.000000 Penalty: 3469.722412
	Iteration 60F: 3 clusters Score -4518307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -4518304.500000 Penalty: 3469.722412
	Iteration 61Q: 3 clusters Score -4518304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -4518310.500000 Penalty: 3469.722412
	Iteration 62Q: 3 clusters Score -4518310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -4518309.500000 Penalty: 3469.722412
	Iteration 63Q: 3 clusters Score -4518310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -4518304.500000 Penalty: 3469.722412
	Iteration 64Q: 3 clusters Score -4518304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -4518302.500000 Penalty: 3469.722412
	Iteration 65Q: 3 clusters Score -4518302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -4518303.500000 Penalty: 3469.722412
	Iteration 66Q: 3 clusters Score -4518304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -4518302.500000 Penalty: 3469.722412
	Iteration 67Q: 3 clusters Score -4518302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -4518305.500000 Penalty: 3469.722412
	Iteration 68Q: 3 clusters Score -4518306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -4518308.500000 Penalty: 3469.722412
	Iteration 69Q: 3 clusters Score -4518308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -4518305.500000 Penalty: 3469.722412
	Iteration 70Q: 3 clusters Score -4518306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -4518309.000000 Penalty: 3469.722412
	Iteration 71Q: 3 clusters Score -4518309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -4518305.000000 Penalty: 3469.722412
	Iteration 72Q: 3 clusters Score -4518305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -4518308.500000 Penalty: 3469.722412
	Iteration 73Q: 3 clusters Score -4518308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -4518304.000000 Penalty: 3469.722412
	Iteration 74Q: 3 clusters Score -4518304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -4518305.500000 Penalty: 3469.722412
	Iteration 75Q: 3 clusters Score -4518306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -4518302.000000 Penalty: 3469.722412
	Iteration 76Q: 3 clusters Score -4518302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -4518303.000000 Penalty: 3469.722412
	Iteration 77Q: 3 clusters Score -4518303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -4518309.000000 Penalty: 3469.722412
	Iteration 78Q: 3 clusters Score -4518309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -4518305.500000 Penalty: 3469.722412
	Iteration 79Q: 3 clusters Score -4518306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -4518305.500000 Penalty: 3469.722412
	Iteration 80F: 3 clusters Score -4518306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -46971.886719 Penalty: 1014.677124
	Iteration 0F: 2 clusters Score -46971.89 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 255 members 
Entering Unmasked Estep 
Score: -45969.429688 Penalty: 2029.354248
	Iteration 0F: 3 clusters Score -45969.43 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46208.316406 Penalty: 2029.354248
	Iteration 1F: 3 clusters Score -46208.32 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -46362.054688 Penalty: 2029.354248
	Iteration 2F: 3 clusters Score -46362.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -46585.554688 Penalty: 2029.354248
	Iteration 3F: 3 clusters Score -46585.55 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -46813.304688 Penalty: 2029.354248
	Iteration 4F: 3 clusters Score -46813.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47048.082031 Penalty: 2029.354248
	Iteration 5F: 3 clusters Score -47048.08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47422.269531 Penalty: 2029.354248
	Iteration 6F: 3 clusters Score -47422.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47685.257812 Penalty: 2029.354248
	Iteration 7F: 3 clusters Score -47685.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47832.625000 Penalty: 2029.354248
	Iteration 8Q: 3 clusters Score -47832.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47887.453125 Penalty: 2029.354248
	Iteration 9Q: 3 clusters Score -47887.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47887.453125 Penalty: 2029.354248
	Iteration 10F: 3 clusters Score -47887.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10484 members 
Mstep: Class 4 contains 14031 members 
Mstep: Class 5 contains 37849 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21234 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128250 members 
Mstep: Class 10 contains 24556 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6140 members 
Mstep: Class 13 contains 32766 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13539 members 
Mstep: Class 16 contains 31634 members 
Mstep: Class 17 contains 6276 members 
Mstep: Class 18 contains 18630 members 
Mstep: Class 19 contains 5200 members 
Mstep: Class 20 contains 154 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174423 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18808 members 
Mstep: Class 26 contains 18298 members 
Mstep: Class 27 contains 43307 members 
Mstep: Class 28 contains 312 members 
Mstep: Class 29 contains 203 members 
Entering Unmasked Estep 
Score: -65952748.000000 Penalty: 63012.507812
Splitting cluster 28 changes total score from -65953004.000000 to -65952748.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10484 members 
Mstep: Class 4 contains 14031 members 
Mstep: Class 5 contains 37849 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21234 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128250 members 
Mstep: Class 10 contains 24556 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6140 members 
Mstep: Class 13 contains 32766 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13539 members 
Mstep: Class 16 contains 31634 members 
Mstep: Class 17 contains 6276 members 
Mstep: Class 18 contains 18630 members 
Mstep: Class 19 contains 5200 members 
Mstep: Class 20 contains 154 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174423 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18808 members 
Mstep: Class 26 contains 18298 members 
Mstep: Class 27 contains 43307 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65953060.000000 Penalty: 60839.660156
Iteration 119Q: 29 clusters Score -6.595306e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10486 members 
Mstep: Class 4 contains 14027 members 
Mstep: Class 5 contains 37854 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21232 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128251 members 
Mstep: Class 10 contains 24555 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6141 members 
Mstep: Class 13 contains 32764 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13539 members 
Mstep: Class 16 contains 31631 members 
Mstep: Class 17 contains 6276 members 
Mstep: Class 18 contains 18627 members 
Mstep: Class 19 contains 5200 members 
Mstep: Class 20 contains 154 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174424 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18808 members 
Mstep: Class 26 contains 18298 members 
Mstep: Class 27 contains 43312 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65953120.000000 Penalty: 60839.660156
Iteration 120F: 29 clusters Score -6.595312e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10489 members 
Mstep: Class 4 contains 14025 members 
Mstep: Class 5 contains 37859 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21232 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128250 members 
Mstep: Class 10 contains 24556 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6141 members 
Mstep: Class 13 contains 32764 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13534 members 
Mstep: Class 16 contains 31627 members 
Mstep: Class 17 contains 6275 members 
Mstep: Class 18 contains 18624 members 
Mstep: Class 19 contains 5200 members 
Mstep: Class 20 contains 155 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174425 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18808 members 
Mstep: Class 26 contains 18298 members 
Mstep: Class 27 contains 43318 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65953056.000000 Penalty: 60839.660156
Iteration 121Q: 29 clusters Score -6.595306e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10493 members 
Mstep: Class 4 contains 14019 members 
Mstep: Class 5 contains 37859 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21233 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128250 members 
Mstep: Class 10 contains 24556 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6141 members 
Mstep: Class 13 contains 32766 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13532 members 
Mstep: Class 16 contains 31627 members 
Mstep: Class 17 contains 6275 members 
Mstep: Class 18 contains 18624 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 155 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174427 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18807 members 
Mstep: Class 26 contains 18298 members 
Mstep: Class 27 contains 43317 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65953044.000000 Penalty: 60839.660156
Iteration 122Q: 29 clusters Score -6.595304e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10502 members 
Mstep: Class 4 contains 14016 members 
Mstep: Class 5 contains 37859 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21233 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128249 members 
Mstep: Class 10 contains 24556 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6142 members 
Mstep: Class 13 contains 32766 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13528 members 
Mstep: Class 16 contains 31628 members 
Mstep: Class 17 contains 6274 members 
Mstep: Class 18 contains 18624 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 155 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174426 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18808 members 
Mstep: Class 26 contains 18298 members 
Mstep: Class 27 contains 43315 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952976.000000 Penalty: 60839.660156
Iteration 123Q: 29 clusters Score -6.595298e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10509 members 
Mstep: Class 4 contains 14011 members 
Mstep: Class 5 contains 37856 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21233 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128248 members 
Mstep: Class 10 contains 24555 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6144 members 
Mstep: Class 13 contains 32767 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13520 members 
Mstep: Class 16 contains 31628 members 
Mstep: Class 17 contains 6274 members 
Mstep: Class 18 contains 18626 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 155 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174426 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18809 members 
Mstep: Class 26 contains 18298 members 
Mstep: Class 27 contains 43320 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65953032.000000 Penalty: 60839.660156
Iteration 124Q: 29 clusters Score -6.595303e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10515 members 
Mstep: Class 4 contains 14010 members 
Mstep: Class 5 contains 37859 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21233 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128248 members 
Mstep: Class 10 contains 24553 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6144 members 
Mstep: Class 13 contains 32766 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13511 members 
Mstep: Class 16 contains 31630 members 
Mstep: Class 17 contains 6274 members 
Mstep: Class 18 contains 18624 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 155 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174425 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18809 members 
Mstep: Class 26 contains 18298 members 
Mstep: Class 27 contains 43325 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952980.000000 Penalty: 60839.660156
Iteration 125Q: 29 clusters Score -6.595298e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10519 members 
Mstep: Class 4 contains 14011 members 
Mstep: Class 5 contains 37859 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21233 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128248 members 
Mstep: Class 10 contains 24546 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6143 members 
Mstep: Class 13 contains 32766 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13507 members 
Mstep: Class 16 contains 31630 members 
Mstep: Class 17 contains 6274 members 
Mstep: Class 18 contains 18622 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 155 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174426 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18810 members 
Mstep: Class 26 contains 18299 members 
Mstep: Class 27 contains 43331 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952952.000000 Penalty: 60839.660156
Iteration 126Q: 29 clusters Score -6.595295e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10523 members 
Mstep: Class 4 contains 14011 members 
Mstep: Class 5 contains 37860 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21234 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128246 members 
Mstep: Class 10 contains 24544 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6143 members 
Mstep: Class 13 contains 32767 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13499 members 
Mstep: Class 16 contains 31630 members 
Mstep: Class 17 contains 6274 members 
Mstep: Class 18 contains 18621 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 155 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174426 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18810 members 
Mstep: Class 26 contains 18299 members 
Mstep: Class 27 contains 43337 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65953016.000000 Penalty: 60839.660156
Iteration 127Q: 29 clusters Score -6.595302e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10527 members 
Mstep: Class 4 contains 14012 members 
Mstep: Class 5 contains 37858 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21233 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128246 members 
Mstep: Class 10 contains 24541 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6144 members 
Mstep: Class 13 contains 32766 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13499 members 
Mstep: Class 16 contains 31630 members 
Mstep: Class 17 contains 6274 members 
Mstep: Class 18 contains 18620 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 155 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174427 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18810 members 
Mstep: Class 26 contains 18298 members 
Mstep: Class 27 contains 43339 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65953008.000000 Penalty: 60839.660156
Iteration 128Q: 29 clusters Score -6.595301e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10535 members 
Mstep: Class 4 contains 14011 members 
Mstep: Class 5 contains 37858 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21231 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128246 members 
Mstep: Class 10 contains 24536 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6146 members 
Mstep: Class 13 contains 32765 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13501 members 
Mstep: Class 16 contains 31630 members 
Mstep: Class 17 contains 6274 members 
Mstep: Class 18 contains 18616 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 155 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174428 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18810 members 
Mstep: Class 26 contains 18299 members 
Mstep: Class 27 contains 43338 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952984.000000 Penalty: 60839.660156
Iteration 129Q: 29 clusters Score -6.595298e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10541 members 
Mstep: Class 4 contains 14011 members 
Mstep: Class 5 contains 37860 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128246 members 
Mstep: Class 10 contains 24529 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6147 members 
Mstep: Class 13 contains 32765 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13503 members 
Mstep: Class 16 contains 31628 members 
Mstep: Class 17 contains 6274 members 
Mstep: Class 18 contains 18613 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 155 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174428 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18810 members 
Mstep: Class 26 contains 18299 members 
Mstep: Class 27 contains 43340 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952988.000000 Penalty: 60839.660156
Iteration 130Q: 29 clusters Score -6.595299e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10548 members 
Mstep: Class 4 contains 14010 members 
Mstep: Class 5 contains 37861 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128246 members 
Mstep: Class 10 contains 24527 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6147 members 
Mstep: Class 13 contains 32764 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13499 members 
Mstep: Class 16 contains 31628 members 
Mstep: Class 17 contains 6274 members 
Mstep: Class 18 contains 18614 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 155 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174428 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18809 members 
Mstep: Class 26 contains 18299 members 
Mstep: Class 27 contains 43340 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952988.000000 Penalty: 60839.660156
Iteration 131Q: 29 clusters Score -6.595299e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10553 members 
Mstep: Class 4 contains 14010 members 
Mstep: Class 5 contains 37860 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128247 members 
Mstep: Class 10 contains 24527 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6147 members 
Mstep: Class 13 contains 32764 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13496 members 
Mstep: Class 16 contains 31628 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 18613 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 155 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174429 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18808 members 
Mstep: Class 26 contains 18300 members 
Mstep: Class 27 contains 43339 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952992.000000 Penalty: 60839.660156
Iteration 132Q: 29 clusters Score -6.595299e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10556 members 
Mstep: Class 4 contains 14010 members 
Mstep: Class 5 contains 37859 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128246 members 
Mstep: Class 10 contains 24526 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6147 members 
Mstep: Class 13 contains 32765 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13495 members 
Mstep: Class 16 contains 31628 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 18612 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 155 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174429 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18810 members 
Mstep: Class 26 contains 18299 members 
Mstep: Class 27 contains 43339 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65953004.000000 Penalty: 60839.660156
Iteration 133Q: 29 clusters Score -6.5953e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10560 members 
Mstep: Class 4 contains 14010 members 
Mstep: Class 5 contains 37859 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128246 members 
Mstep: Class 10 contains 24524 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6148 members 
Mstep: Class 13 contains 32765 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13494 members 
Mstep: Class 16 contains 31629 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 18611 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 155 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174428 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 18299 members 
Mstep: Class 27 contains 43337 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65953012.000000 Penalty: 60839.660156
Iteration 134Q: 29 clusters Score -6.595301e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10563 members 
Mstep: Class 4 contains 14011 members 
Mstep: Class 5 contains 37860 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128246 members 
Mstep: Class 10 contains 24523 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6148 members 
Mstep: Class 13 contains 32764 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13495 members 
Mstep: Class 16 contains 31630 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 18610 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 155 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174427 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 18299 members 
Mstep: Class 27 contains 43334 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952992.000000 Penalty: 60839.660156
Iteration 135Q: 29 clusters Score -6.595299e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10567 members 
Mstep: Class 4 contains 14010 members 
Mstep: Class 5 contains 37860 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128246 members 
Mstep: Class 10 contains 24523 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6149 members 
Mstep: Class 13 contains 32763 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13494 members 
Mstep: Class 16 contains 31631 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 18610 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 155 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174427 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 18299 members 
Mstep: Class 27 contains 43331 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65953016.000000 Penalty: 60839.660156
Iteration 136Q: 29 clusters Score -6.595302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10572 members 
Mstep: Class 4 contains 14006 members 
Mstep: Class 5 contains 37860 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128248 members 
Mstep: Class 10 contains 24519 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6149 members 
Mstep: Class 13 contains 32762 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13501 members 
Mstep: Class 16 contains 31631 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 18610 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 155 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174427 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 18299 members 
Mstep: Class 27 contains 43326 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65953028.000000 Penalty: 60839.660156
Iteration 137Q: 29 clusters Score -6.595303e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10574 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 37860 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128247 members 
Mstep: Class 10 contains 24516 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6151 members 
Mstep: Class 13 contains 32762 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13506 members 
Mstep: Class 16 contains 31630 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 18609 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 155 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174427 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 18300 members 
Mstep: Class 27 contains 43323 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65953016.000000 Penalty: 60839.660156
Iteration 138Q: 29 clusters Score -6.595302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10577 members 
Mstep: Class 4 contains 14001 members 
Mstep: Class 5 contains 37860 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128248 members 
Mstep: Class 10 contains 24513 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6152 members 
Mstep: Class 13 contains 32762 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13511 members 
Mstep: Class 16 contains 31630 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 18608 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 155 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174427 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 18300 members 
Mstep: Class 27 contains 43321 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952984.000000 Penalty: 60839.660156
Iteration 139Q: 29 clusters Score -6.595298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10579 members 
Mstep: Class 4 contains 13999 members 
Mstep: Class 5 contains 37861 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128248 members 
Mstep: Class 10 contains 24511 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6151 members 
Mstep: Class 13 contains 32762 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13515 members 
Mstep: Class 16 contains 31630 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 18607 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 155 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174427 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 18300 members 
Mstep: Class 27 contains 43320 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952944.000000 Penalty: 60839.660156
Iteration 140F: 29 clusters Score -6.595294e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10582 members 
Mstep: Class 4 contains 13997 members 
Mstep: Class 5 contains 37863 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128248 members 
Mstep: Class 10 contains 24509 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6151 members 
Mstep: Class 13 contains 32762 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13519 members 
Mstep: Class 16 contains 31630 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 18606 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 156 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174427 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 18300 members 
Mstep: Class 27 contains 43316 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952984.000000 Penalty: 60839.660156
Iteration 141Q: 29 clusters Score -6.595298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10584 members 
Mstep: Class 4 contains 13996 members 
Mstep: Class 5 contains 37864 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128248 members 
Mstep: Class 10 contains 24508 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6151 members 
Mstep: Class 13 contains 32762 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13521 members 
Mstep: Class 16 contains 31630 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 18606 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 155 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 174427 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 18300 members 
Mstep: Class 27 contains 43314 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952976.000000 Penalty: 60839.660156
Iteration 142Q: 29 clusters Score -6.595298e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10585 members 
Mstep: Class 4 contains 13995 members 
Mstep: Class 5 contains 37866 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128247 members 
Mstep: Class 10 contains 24508 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6151 members 
Mstep: Class 13 contains 32762 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13521 members 
Mstep: Class 16 contains 31630 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 18606 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 152 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 174427 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 18300 members 
Mstep: Class 27 contains 43315 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952976.000000 Penalty: 60839.660156
Iteration 143Q: 29 clusters Score -6.595298e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10586 members 
Mstep: Class 4 contains 13996 members 
Mstep: Class 5 contains 37869 members 
Mstep: Class 6 contains 2403 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128247 members 
Mstep: Class 10 contains 24507 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6152 members 
Mstep: Class 13 contains 32762 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13517 members 
Mstep: Class 16 contains 31630 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 18605 members 
Mstep: Class 19 contains 5200 members 
Mstep: Class 20 contains 152 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 174427 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 18300 members 
Mstep: Class 27 contains 43317 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952988.000000 Penalty: 60839.660156
Iteration 144Q: 29 clusters Score -6.595299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10587 members 
Mstep: Class 4 contains 13996 members 
Mstep: Class 5 contains 37869 members 
Mstep: Class 6 contains 2402 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128247 members 
Mstep: Class 10 contains 24507 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6151 members 
Mstep: Class 13 contains 32762 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13515 members 
Mstep: Class 16 contains 31631 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 18605 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 152 members 
Mstep: Class 21 contains 6716 members 
Mstep: Class 22 contains 174427 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 18301 members 
Mstep: Class 27 contains 43318 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65953024.000000 Penalty: 60839.660156
Iteration 145Q: 29 clusters Score -6.595302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10589 members 
Mstep: Class 4 contains 13996 members 
Mstep: Class 5 contains 37869 members 
Mstep: Class 6 contains 2402 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128247 members 
Mstep: Class 10 contains 24507 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6150 members 
Mstep: Class 13 contains 32763 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13513 members 
Mstep: Class 16 contains 31631 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 18605 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 152 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 174427 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 18301 members 
Mstep: Class 27 contains 43317 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65953012.000000 Penalty: 60839.660156
Iteration 146Q: 29 clusters Score -6.595301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10593 members 
Mstep: Class 4 contains 13996 members 
Mstep: Class 5 contains 37869 members 
Mstep: Class 6 contains 2402 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128247 members 
Mstep: Class 10 contains 24506 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6150 members 
Mstep: Class 13 contains 32763 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13510 members 
Mstep: Class 16 contains 31631 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 18605 members 
Mstep: Class 19 contains 5202 members 
Mstep: Class 20 contains 152 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 174427 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 18301 members 
Mstep: Class 27 contains 43316 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65953012.000000 Penalty: 60839.660156
Iteration 147Q: 29 clusters Score -6.595301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10596 members 
Mstep: Class 4 contains 13996 members 
Mstep: Class 5 contains 37869 members 
Mstep: Class 6 contains 2402 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128247 members 
Mstep: Class 10 contains 24506 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6150 members 
Mstep: Class 13 contains 32763 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13508 members 
Mstep: Class 16 contains 31631 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 18605 members 
Mstep: Class 19 contains 5202 members 
Mstep: Class 20 contains 152 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 174427 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 18301 members 
Mstep: Class 27 contains 43315 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952992.000000 Penalty: 60839.660156
Iteration 148Q: 29 clusters Score -6.595299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10597 members 
Mstep: Class 4 contains 13996 members 
Mstep: Class 5 contains 37869 members 
Mstep: Class 6 contains 2402 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128247 members 
Mstep: Class 10 contains 24506 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6150 members 
Mstep: Class 13 contains 32763 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13508 members 
Mstep: Class 16 contains 31631 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 18605 members 
Mstep: Class 19 contains 5202 members 
Mstep: Class 20 contains 152 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 174427 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 18301 members 
Mstep: Class 27 contains 43314 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952988.000000 Penalty: 60839.660156
Iteration 149Q: 29 clusters Score -6.595299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 10597 members 
Mstep: Class 4 contains 13996 members 
Mstep: Class 5 contains 37869 members 
Mstep: Class 6 contains 2402 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128247 members 
Mstep: Class 10 contains 24506 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6150 members 
Mstep: Class 13 contains 32763 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13508 members 
Mstep: Class 16 contains 31631 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 18605 members 
Mstep: Class 19 contains 5202 members 
Mstep: Class 20 contains 152 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 174427 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 18301 members 
Mstep: Class 27 contains 43314 members 
Mstep: Class 28 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952988.000000 Penalty: 60839.660156
Iteration 150F: 29 clusters Score -6.595299e+07 nChanged 0
Entering ConstructFrom: 
Score: -65952988.000000 Penalty: 60839.660156
Entering ConstructFrom: 
Trying to split cluster 1 (2226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Entering Unmasked Estep 
Score: -216300.421875 Penalty: 1252.543701
	Iteration 0F: 2 clusters Score -216300.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -214096.781250 Penalty: 2505.087402
	Iteration 0F: 3 clusters Score -214096.8 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -214609.140625 Penalty: 2505.087402
	Iteration 1F: 3 clusters Score -214609.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -214720.750000 Penalty: 2505.087402
	Iteration 2F: 3 clusters Score -214720.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -214804.968750 Penalty: 2505.087402
	Iteration 3F: 3 clusters Score -214805 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -214891.187500 Penalty: 2505.087402
	Iteration 4Q: 3 clusters Score -214891.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -214975.484375 Penalty: 2505.087402
	Iteration 5Q: 3 clusters Score -214975.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -215087.015625 Penalty: 2505.087402
	Iteration 6Q: 3 clusters Score -215087 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -215191.187500 Penalty: 2505.087402
	Iteration 7Q: 3 clusters Score -215191.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -215267.734375 Penalty: 2505.087402
	Iteration 8Q: 3 clusters Score -215267.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -215331.937500 Penalty: 2505.087402
	Iteration 9Q: 3 clusters Score -215331.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -215398.312500 Penalty: 2505.087402
	Iteration 10Q: 3 clusters Score -215398.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -215455.484375 Penalty: 2505.087402
	Iteration 11Q: 3 clusters Score -215455.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -215502.171875 Penalty: 2505.087402
	Iteration 12Q: 3 clusters Score -215502.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -215545.156250 Penalty: 2505.087402
	Iteration 13Q: 3 clusters Score -215545.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -215586.078125 Penalty: 2505.087402
	Iteration 14Q: 3 clusters Score -215586.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -215618.796875 Penalty: 2505.087402
	Iteration 15Q: 3 clusters Score -215618.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -215640.187500 Penalty: 2505.087402
	Iteration 16Q: 3 clusters Score -215640.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -215655.218750 Penalty: 2505.087402
	Iteration 17Q: 3 clusters Score -215655.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -215664.359375 Penalty: 2505.087402
	Iteration 18Q: 3 clusters Score -215664.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -215667.546875 Penalty: 2505.087402
	Iteration 19Q: 3 clusters Score -215667.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -215669.812500 Penalty: 2505.087402
	Iteration 20F: 3 clusters Score -215669.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -215673.484375 Penalty: 2505.087402
	Iteration 21Q: 3 clusters Score -215673.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -215675.453125 Penalty: 2505.087402
	Iteration 22Q: 3 clusters Score -215675.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -215678.281250 Penalty: 2505.087402
	Iteration 23Q: 3 clusters Score -215678.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -215681.562500 Penalty: 2505.087402
	Iteration 24Q: 3 clusters Score -215681.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -215684.921875 Penalty: 2505.087402
	Iteration 25Q: 3 clusters Score -215684.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -215685.109375 Penalty: 2505.087402
	Iteration 26Q: 3 clusters Score -215685.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -215685.109375 Penalty: 2505.087402
	Iteration 27F: 3 clusters Score -215685.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -140208.234375 Penalty: 1189.907959
	Iteration 0F: 2 clusters Score -140208.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -138472.046875 Penalty: 2379.815918
	Iteration 0F: 3 clusters Score -138472 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -139009.265625 Penalty: 2379.815918
	Iteration 1F: 3 clusters Score -139009.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -139364.265625 Penalty: 2379.815918
	Iteration 2F: 3 clusters Score -139364.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -139777.468750 Penalty: 2379.815918
	Iteration 3F: 3 clusters Score -139777.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -140183.406250 Penalty: 2379.815918
	Iteration 4F: 3 clusters Score -140183.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -140540.906250 Penalty: 2379.815918
	Iteration 5F: 3 clusters Score -140540.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -140838.359375 Penalty: 2379.815918
	Iteration 6Q: 3 clusters Score -140838.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -141001.484375 Penalty: 2379.815918
	Iteration 7Q: 3 clusters Score -141001.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -141091.625000 Penalty: 2379.815918
	Iteration 8Q: 3 clusters Score -141091.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -141189.515625 Penalty: 2379.815918
	Iteration 9Q: 3 clusters Score -141189.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -141296.859375 Penalty: 2379.815918
	Iteration 10Q: 3 clusters Score -141296.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -141372.437500 Penalty: 2379.815918
	Iteration 11Q: 3 clusters Score -141372.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -141483.500000 Penalty: 2379.815918
	Iteration 12Q: 3 clusters Score -141483.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -141674.437500 Penalty: 2379.815918
	Iteration 13Q: 3 clusters Score -141674.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -141761.500000 Penalty: 2379.815918
	Iteration 14Q: 3 clusters Score -141761.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -141776.718750 Penalty: 2379.815918
	Iteration 15Q: 3 clusters Score -141776.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -141789.031250 Penalty: 2379.815918
	Iteration 16Q: 3 clusters Score -141789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -141789.640625 Penalty: 2379.815918
	Iteration 17Q: 3 clusters Score -141789.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -141789.968750 Penalty: 2379.815918
	Iteration 18Q: 3 clusters Score -141790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -141789.968750 Penalty: 2379.815918
	Iteration 19F: 3 clusters Score -141790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 823 members 
Mstep: Class 3 contains 10597 members 
Mstep: Class 4 contains 13996 members 
Mstep: Class 5 contains 37869 members 
Mstep: Class 6 contains 2402 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128247 members 
Mstep: Class 10 contains 24506 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 12 contains 6150 members 
Mstep: Class 13 contains 32763 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13508 members 
Mstep: Class 16 contains 31631 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 18605 members 
Mstep: Class 19 contains 5202 members 
Mstep: Class 20 contains 152 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 174427 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 18301 members 
Mstep: Class 27 contains 43314 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 691 members 
Entering Unmasked Estep 
Score: -65953628.000000 Penalty: 63012.507812
Splitting cluster 2 changes total score from -65952988.000000 to -65953628.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 3 (10597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Entering Unmasked Estep 
Score: -1113905.750000 Penalty: 1506.102905
	Iteration 0F: 2 clusters Score -1113906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1106355.250000 Penalty: 3012.205811
	Iteration 0F: 3 clusters Score -1106355 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1109077.625000 Penalty: 3012.205811
	Iteration 1F: 3 clusters Score -1109078 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1109540.250000 Penalty: 3012.205811
	Iteration 2F: 3 clusters Score -1109540 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1110045.625000 Penalty: 3012.205811
	Iteration 3F: 3 clusters Score -1110046 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1110562.875000 Penalty: 3012.205811
	Iteration 4F: 3 clusters Score -1110563 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1111047.625000 Penalty: 3012.205811
	Iteration 5F: 3 clusters Score -1111048 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1111475.625000 Penalty: 3012.205811
	Iteration 6F: 3 clusters Score -1111476 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1111746.875000 Penalty: 3012.205811
	Iteration 7Q: 3 clusters Score -1111747 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1111950.250000 Penalty: 3012.205811
	Iteration 8Q: 3 clusters Score -1111950 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1112086.750000 Penalty: 3012.205811
	Iteration 9Q: 3 clusters Score -1112087 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1112182.000000 Penalty: 3012.205811
	Iteration 10Q: 3 clusters Score -1112182 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1112257.625000 Penalty: 3012.205811
	Iteration 11Q: 3 clusters Score -1112258 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1112325.500000 Penalty: 3012.205811
	Iteration 12Q: 3 clusters Score -1112326 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1112368.875000 Penalty: 3012.205811
	Iteration 13Q: 3 clusters Score -1112369 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1112413.875000 Penalty: 3012.205811
	Iteration 14Q: 3 clusters Score -1112414 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1112451.125000 Penalty: 3012.205811
	Iteration 15Q: 3 clusters Score -1112451 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1112463.125000 Penalty: 3012.205811
	Iteration 16Q: 3 clusters Score -1112463 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1112475.000000 Penalty: 3012.205811
	Iteration 17Q: 3 clusters Score -1112475 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1112482.625000 Penalty: 3012.205811
	Iteration 18Q: 3 clusters Score -1112483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1112490.875000 Penalty: 3012.205811
	Iteration 19Q: 3 clusters Score -1112491 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1112500.500000 Penalty: 3012.205811
	Iteration 20F: 3 clusters Score -1112500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1112505.875000 Penalty: 3012.205811
	Iteration 21Q: 3 clusters Score -1112506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1112512.875000 Penalty: 3012.205811
	Iteration 22Q: 3 clusters Score -1112513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1112518.875000 Penalty: 3012.205811
	Iteration 23Q: 3 clusters Score -1112519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1112521.000000 Penalty: 3012.205811
	Iteration 24Q: 3 clusters Score -1112521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1112520.375000 Penalty: 3012.205811
	Iteration 25Q: 3 clusters Score -1112520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1112520.375000 Penalty: 3012.205811
	Iteration 26Q: 3 clusters Score -1112520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1112520.375000 Penalty: 3012.205811
	Iteration 27Q: 3 clusters Score -1112520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1112520.375000 Penalty: 3012.205811
	Iteration 28Q: 3 clusters Score -1112520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1112520.375000 Penalty: 3012.205811
	Iteration 29F: 3 clusters Score -1112520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Entering Unmasked Estep 
Score: -1474387.875000 Penalty: 1551.310669
	Iteration 0F: 2 clusters Score -1474388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1464627.250000 Penalty: 3102.621338
	Iteration 0F: 3 clusters Score -1464627 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1467990.875000 Penalty: 3102.621338
	Iteration 1F: 3 clusters Score -1467991 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1468278.375000 Penalty: 3102.621338
	Iteration 2F: 3 clusters Score -1468278 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1468522.625000 Penalty: 3102.621338
	Iteration 3Q: 3 clusters Score -1468523 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1468711.125000 Penalty: 3102.621338
	Iteration 4Q: 3 clusters Score -1468711 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1468863.375000 Penalty: 3102.621338
	Iteration 5Q: 3 clusters Score -1468863 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1469014.375000 Penalty: 3102.621338
	Iteration 6Q: 3 clusters Score -1469014 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1469174.000000 Penalty: 3102.621338
	Iteration 7Q: 3 clusters Score -1469174 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1469358.250000 Penalty: 3102.621338
	Iteration 8Q: 3 clusters Score -1469358 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1469597.125000 Penalty: 3102.621338
	Iteration 9Q: 3 clusters Score -1469597 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1469892.000000 Penalty: 3102.621338
	Iteration 10Q: 3 clusters Score -1469892 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1470286.375000 Penalty: 3102.621338
	Iteration 11Q: 3 clusters Score -1470286 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1470627.125000 Penalty: 3102.621338
	Iteration 12Q: 3 clusters Score -1470627 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1470910.000000 Penalty: 3102.621338
	Iteration 13Q: 3 clusters Score -1470910 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1471088.125000 Penalty: 3102.621338
	Iteration 14Q: 3 clusters Score -1471088 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1471173.000000 Penalty: 3102.621338
	Iteration 15Q: 3 clusters Score -1471173 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1471238.000000 Penalty: 3102.621338
	Iteration 16Q: 3 clusters Score -1471238 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1471277.875000 Penalty: 3102.621338
	Iteration 17Q: 3 clusters Score -1471278 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1471307.750000 Penalty: 3102.621338
	Iteration 18Q: 3 clusters Score -1471308 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1471345.750000 Penalty: 3102.621338
	Iteration 19Q: 3 clusters Score -1471346 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1471373.875000 Penalty: 3102.621338
	Iteration 20F: 3 clusters Score -1471374 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1471406.000000 Penalty: 3102.621338
	Iteration 21Q: 3 clusters Score -1471406 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1471435.125000 Penalty: 3102.621338
	Iteration 22Q: 3 clusters Score -1471435 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1471485.250000 Penalty: 3102.621338
	Iteration 23Q: 3 clusters Score -1471485 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1471524.000000 Penalty: 3102.621338
	Iteration 24Q: 3 clusters Score -1471524 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1471560.125000 Penalty: 3102.621338
	Iteration 25Q: 3 clusters Score -1471560 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1471602.875000 Penalty: 3102.621338
	Iteration 26Q: 3 clusters Score -1471603 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1471658.375000 Penalty: 3102.621338
	Iteration 27Q: 3 clusters Score -1471658 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1471728.750000 Penalty: 3102.621338
	Iteration 28Q: 3 clusters Score -1471729 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1471789.375000 Penalty: 3102.621338
	Iteration 29Q: 3 clusters Score -1471789 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1471873.625000 Penalty: 3102.621338
	Iteration 30Q: 3 clusters Score -1471874 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1471967.875000 Penalty: 3102.621338
	Iteration 31Q: 3 clusters Score -1471968 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1472047.750000 Penalty: 3102.621338
	Iteration 32Q: 3 clusters Score -1472048 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1472131.625000 Penalty: 3102.621338
	Iteration 33Q: 3 clusters Score -1472132 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1472212.625000 Penalty: 3102.621338
	Iteration 34Q: 3 clusters Score -1472213 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1472292.875000 Penalty: 3102.621338
	Iteration 35Q: 3 clusters Score -1472293 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1472369.750000 Penalty: 3102.621338
	Iteration 36Q: 3 clusters Score -1472370 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1472447.875000 Penalty: 3102.621338
	Iteration 37Q: 3 clusters Score -1472448 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1472508.250000 Penalty: 3102.621338
	Iteration 38Q: 3 clusters Score -1472508 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1472552.375000 Penalty: 3102.621338
	Iteration 39Q: 3 clusters Score -1472552 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1472591.000000 Penalty: 3102.621338
	Iteration 40F: 3 clusters Score -1472591 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1472623.000000 Penalty: 3102.621338
	Iteration 41Q: 3 clusters Score -1472623 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1472663.625000 Penalty: 3102.621338
	Iteration 42Q: 3 clusters Score -1472664 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1472704.375000 Penalty: 3102.621338
	Iteration 43Q: 3 clusters Score -1472704 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1472744.750000 Penalty: 3102.621338
	Iteration 44Q: 3 clusters Score -1472745 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1472800.625000 Penalty: 3102.621338
	Iteration 45Q: 3 clusters Score -1472801 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1472816.000000 Penalty: 3102.621338
	Iteration 46Q: 3 clusters Score -1472816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1472849.750000 Penalty: 3102.621338
	Iteration 47Q: 3 clusters Score -1472850 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1472878.000000 Penalty: 3102.621338
	Iteration 48Q: 3 clusters Score -1472878 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1472900.250000 Penalty: 3102.621338
	Iteration 49Q: 3 clusters Score -1472900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1472916.000000 Penalty: 3102.621338
	Iteration 50Q: 3 clusters Score -1472916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1472932.000000 Penalty: 3102.621338
	Iteration 51Q: 3 clusters Score -1472932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1472944.750000 Penalty: 3102.621338
	Iteration 52Q: 3 clusters Score -1472945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1472952.500000 Penalty: 3102.621338
	Iteration 53Q: 3 clusters Score -1472952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1472961.250000 Penalty: 3102.621338
	Iteration 54Q: 3 clusters Score -1472961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1472970.000000 Penalty: 3102.621338
	Iteration 55Q: 3 clusters Score -1472970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1472982.500000 Penalty: 3102.621338
	Iteration 56Q: 3 clusters Score -1472982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1472992.500000 Penalty: 3102.621338
	Iteration 57Q: 3 clusters Score -1472992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1473007.625000 Penalty: 3102.621338
	Iteration 58Q: 3 clusters Score -1473008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1473013.375000 Penalty: 3102.621338
	Iteration 59Q: 3 clusters Score -1473013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1473016.375000 Penalty: 3102.621338
	Iteration 60F: 3 clusters Score -1473016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1473016.375000 Penalty: 3102.621338
	Iteration 61Q: 3 clusters Score -1473016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1473019.125000 Penalty: 3102.621338
	Iteration 62Q: 3 clusters Score -1473019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1473020.375000 Penalty: 3102.621338
	Iteration 63Q: 3 clusters Score -1473020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1473018.500000 Penalty: 3102.621338
	Iteration 64Q: 3 clusters Score -1473018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1473019.875000 Penalty: 3102.621338
	Iteration 65Q: 3 clusters Score -1473020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1473026.250000 Penalty: 3102.621338
	Iteration 66Q: 3 clusters Score -1473026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1473026.000000 Penalty: 3102.621338
	Iteration 67Q: 3 clusters Score -1473026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1473027.000000 Penalty: 3102.621338
	Iteration 68Q: 3 clusters Score -1473027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1473027.000000 Penalty: 3102.621338
	Iteration 69F: 3 clusters Score -1473027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Entering Unmasked Estep 
Score: -3699582.750000 Penalty: 1713.056885
	Iteration 0F: 2 clusters Score -3699583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -3674005.500000 Penalty: 3426.113770
	Iteration 0F: 3 clusters Score -3674006 nChanged 17619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -3684247.000000 Penalty: 3426.113770
	Iteration 1F: 3 clusters Score -3684247 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -3685059.000000 Penalty: 3426.113770
	Iteration 2F: 3 clusters Score -3685059 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -3685908.250000 Penalty: 3426.113770
	Iteration 3F: 3 clusters Score -3685908 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -3686965.000000 Penalty: 3426.113770
	Iteration 4F: 3 clusters Score -3686965 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -3688348.750000 Penalty: 3426.113770
	Iteration 5F: 3 clusters Score -3688349 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -3690103.000000 Penalty: 3426.113770
	Iteration 6F: 3 clusters Score -3690103 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -3692095.750000 Penalty: 3426.113770
	Iteration 7F: 3 clusters Score -3692096 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -3694090.250000 Penalty: 3426.113770
	Iteration 8F: 3 clusters Score -3694090 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -3695725.500000 Penalty: 3426.113770
	Iteration 9Q: 3 clusters Score -3695726 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -3697025.000000 Penalty: 3426.113770
	Iteration 10Q: 3 clusters Score -3697025 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -3697825.500000 Penalty: 3426.113770
	Iteration 11Q: 3 clusters Score -3697826 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -3698230.000000 Penalty: 3426.113770
	Iteration 12Q: 3 clusters Score -3698230 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -3698499.500000 Penalty: 3426.113770
	Iteration 13Q: 3 clusters Score -3698500 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -3698694.000000 Penalty: 3426.113770
	Iteration 14Q: 3 clusters Score -3698694 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -3698830.250000 Penalty: 3426.113770
	Iteration 15Q: 3 clusters Score -3698830 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -3698925.250000 Penalty: 3426.113770
	Iteration 16Q: 3 clusters Score -3698925 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -3698980.000000 Penalty: 3426.113770
	Iteration 17Q: 3 clusters Score -3698980 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -3699009.500000 Penalty: 3426.113770
	Iteration 18Q: 3 clusters Score -3699010 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -3699029.500000 Penalty: 3426.113770
	Iteration 19Q: 3 clusters Score -3699030 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -3699049.750000 Penalty: 3426.113770
	Iteration 20F: 3 clusters Score -3699050 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -3699062.000000 Penalty: 3426.113770
	Iteration 21Q: 3 clusters Score -3699062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -3699063.750000 Penalty: 3426.113770
	Iteration 22Q: 3 clusters Score -3699064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -3699071.750000 Penalty: 3426.113770
	Iteration 23Q: 3 clusters Score -3699072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -3699076.250000 Penalty: 3426.113770
	Iteration 24Q: 3 clusters Score -3699076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -3699087.500000 Penalty: 3426.113770
	Iteration 25Q: 3 clusters Score -3699088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -3699084.250000 Penalty: 3426.113770
	Iteration 26Q: 3 clusters Score -3699084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -3699093.750000 Penalty: 3426.113770
	Iteration 27Q: 3 clusters Score -3699094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -3699097.750000 Penalty: 3426.113770
	Iteration 28Q: 3 clusters Score -3699098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -3699100.250000 Penalty: 3426.113770
	Iteration 29Q: 3 clusters Score -3699100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -3699106.500000 Penalty: 3426.113770
	Iteration 30Q: 3 clusters Score -3699106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -3699115.500000 Penalty: 3426.113770
	Iteration 31Q: 3 clusters Score -3699116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -3699145.750000 Penalty: 3426.113770
	Iteration 32Q: 3 clusters Score -3699146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -3699155.500000 Penalty: 3426.113770
	Iteration 33Q: 3 clusters Score -3699156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -3699158.250000 Penalty: 3426.113770
	Iteration 34Q: 3 clusters Score -3699158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -3699160.250000 Penalty: 3426.113770
	Iteration 35Q: 3 clusters Score -3699160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -3699162.750000 Penalty: 3426.113770
	Iteration 36Q: 3 clusters Score -3699163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -3699164.000000 Penalty: 3426.113770
	Iteration 37Q: 3 clusters Score -3699164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -3699169.750000 Penalty: 3426.113770
	Iteration 38Q: 3 clusters Score -3699170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -3699184.750000 Penalty: 3426.113770
	Iteration 39Q: 3 clusters Score -3699185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -3699194.750000 Penalty: 3426.113770
	Iteration 40F: 3 clusters Score -3699195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -3699204.750000 Penalty: 3426.113770
	Iteration 41Q: 3 clusters Score -3699205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -3699209.000000 Penalty: 3426.113770
	Iteration 42Q: 3 clusters Score -3699209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -3699218.750000 Penalty: 3426.113770
	Iteration 43Q: 3 clusters Score -3699219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -3699221.000000 Penalty: 3426.113770
	Iteration 44Q: 3 clusters Score -3699221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -3699220.750000 Penalty: 3426.113770
	Iteration 45Q: 3 clusters Score -3699221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -3699223.250000 Penalty: 3426.113770
	Iteration 46Q: 3 clusters Score -3699223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -3699236.250000 Penalty: 3426.113770
	Iteration 47Q: 3 clusters Score -3699236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -3699227.250000 Penalty: 3426.113770
	Iteration 48Q: 3 clusters Score -3699227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -3699231.250000 Penalty: 3426.113770
	Iteration 49Q: 3 clusters Score -3699231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -3699231.500000 Penalty: 3426.113770
	Iteration 50Q: 3 clusters Score -3699232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -3699235.500000 Penalty: 3426.113770
	Iteration 51Q: 3 clusters Score -3699236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -3699236.250000 Penalty: 3426.113770
	Iteration 52Q: 3 clusters Score -3699236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -3699236.000000 Penalty: 3426.113770
	Iteration 53Q: 3 clusters Score -3699236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -3699237.250000 Penalty: 3426.113770
	Iteration 54Q: 3 clusters Score -3699237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -3699237.000000 Penalty: 3426.113770
	Iteration 55Q: 3 clusters Score -3699237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -3699243.000000 Penalty: 3426.113770
	Iteration 56Q: 3 clusters Score -3699243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -3699241.250000 Penalty: 3426.113770
	Iteration 57Q: 3 clusters Score -3699241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -3699241.250000 Penalty: 3426.113770
	Iteration 58Q: 3 clusters Score -3699241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -3699247.500000 Penalty: 3426.113770
	Iteration 59Q: 3 clusters Score -3699248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -3699246.750000 Penalty: 3426.113770
	Iteration 60F: 3 clusters Score -3699247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -3699248.500000 Penalty: 3426.113770
	Iteration 61Q: 3 clusters Score -3699248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -3699249.000000 Penalty: 3426.113770
	Iteration 62Q: 3 clusters Score -3699249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -3699251.750000 Penalty: 3426.113770
	Iteration 63Q: 3 clusters Score -3699252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -3699251.750000 Penalty: 3426.113770
	Iteration 64F: 3 clusters Score -3699252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Entering Unmasked Estep 
Score: -250270.734375 Penalty: 1264.909302
	Iteration 0F: 2 clusters Score -250270.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -247943.484375 Penalty: 2529.818604
	Iteration 0F: 3 clusters Score -247943.5 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -248466.875000 Penalty: 2529.818604
	Iteration 1F: 3 clusters Score -248466.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -248607.843750 Penalty: 2529.818604
	Iteration 2F: 3 clusters Score -248607.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -248707.500000 Penalty: 2529.818604
	Iteration 3F: 3 clusters Score -248707.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -248781.640625 Penalty: 2529.818604
	Iteration 4Q: 3 clusters Score -248781.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -248835.125000 Penalty: 2529.818604
	Iteration 5Q: 3 clusters Score -248835.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -248885.265625 Penalty: 2529.818604
	Iteration 6Q: 3 clusters Score -248885.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -248931.093750 Penalty: 2529.818604
	Iteration 7Q: 3 clusters Score -248931.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -248972.843750 Penalty: 2529.818604
	Iteration 8Q: 3 clusters Score -248972.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -249020.031250 Penalty: 2529.818604
	Iteration 9Q: 3 clusters Score -249020 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -249063.750000 Penalty: 2529.818604
	Iteration 10Q: 3 clusters Score -249063.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -249092.000000 Penalty: 2529.818604
	Iteration 11Q: 3 clusters Score -249092 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -249118.906250 Penalty: 2529.818604
	Iteration 12Q: 3 clusters Score -249118.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -249149.234375 Penalty: 2529.818604
	Iteration 13Q: 3 clusters Score -249149.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -249183.062500 Penalty: 2529.818604
	Iteration 14Q: 3 clusters Score -249183.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -249215.421875 Penalty: 2529.818604
	Iteration 15Q: 3 clusters Score -249215.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -249241.687500 Penalty: 2529.818604
	Iteration 16Q: 3 clusters Score -249241.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -249259.046875 Penalty: 2529.818604
	Iteration 17Q: 3 clusters Score -249259 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -249271.781250 Penalty: 2529.818604
	Iteration 18Q: 3 clusters Score -249271.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -249286.859375 Penalty: 2529.818604
	Iteration 19Q: 3 clusters Score -249286.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -249301.218750 Penalty: 2529.818604
	Iteration 20F: 3 clusters Score -249301.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -249313.453125 Penalty: 2529.818604
	Iteration 21Q: 3 clusters Score -249313.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -249322.453125 Penalty: 2529.818604
	Iteration 22Q: 3 clusters Score -249322.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -249327.890625 Penalty: 2529.818604
	Iteration 23Q: 3 clusters Score -249327.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -249329.375000 Penalty: 2529.818604
	Iteration 24Q: 3 clusters Score -249329.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -249330.578125 Penalty: 2529.818604
	Iteration 25Q: 3 clusters Score -249330.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -249331.812500 Penalty: 2529.818604
	Iteration 26Q: 3 clusters Score -249331.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -249333.468750 Penalty: 2529.818604
	Iteration 27Q: 3 clusters Score -249333.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -249334.671875 Penalty: 2529.818604
	Iteration 28Q: 3 clusters Score -249334.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -249335.562500 Penalty: 2529.818604
	Iteration 29Q: 3 clusters Score -249335.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -249336.281250 Penalty: 2529.818604
	Iteration 30Q: 3 clusters Score -249336.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -249336.578125 Penalty: 2529.818604
	Iteration 31Q: 3 clusters Score -249336.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -249337.437500 Penalty: 2529.818604
	Iteration 32Q: 3 clusters Score -249337.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -249338.656250 Penalty: 2529.818604
	Iteration 33Q: 3 clusters Score -249338.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -249339.937500 Penalty: 2529.818604
	Iteration 34Q: 3 clusters Score -249339.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -249340.312500 Penalty: 2529.818604
	Iteration 35Q: 3 clusters Score -249340.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -249340.312500 Penalty: 2529.818604
	Iteration 36F: 3 clusters Score -249340.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Entering Unmasked Estep 
Score: -2250922.250000 Penalty: 1619.015259
	Iteration 0F: 2 clusters Score -2250922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2236516.250000 Penalty: 3238.030518
	Iteration 0F: 3 clusters Score -2236516 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2241801.000000 Penalty: 3238.030518
	Iteration 1F: 3 clusters Score -2241801 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2242156.500000 Penalty: 3238.030518
	Iteration 2Q: 3 clusters Score -2242156 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2242551.000000 Penalty: 3238.030518
	Iteration 3Q: 3 clusters Score -2242551 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2243006.750000 Penalty: 3238.030518
	Iteration 4Q: 3 clusters Score -2243007 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2243521.500000 Penalty: 3238.030518
	Iteration 5Q: 3 clusters Score -2243522 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2244074.500000 Penalty: 3238.030518
	Iteration 6Q: 3 clusters Score -2244074 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2244705.500000 Penalty: 3238.030518
	Iteration 7Q: 3 clusters Score -2244706 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2245374.250000 Penalty: 3238.030518
	Iteration 8F: 3 clusters Score -2245374 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2246046.750000 Penalty: 3238.030518
	Iteration 9Q: 3 clusters Score -2246047 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2246667.750000 Penalty: 3238.030518
	Iteration 10Q: 3 clusters Score -2246668 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2247142.250000 Penalty: 3238.030518
	Iteration 11Q: 3 clusters Score -2247142 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2247561.000000 Penalty: 3238.030518
	Iteration 12Q: 3 clusters Score -2247561 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2247897.500000 Penalty: 3238.030518
	Iteration 13Q: 3 clusters Score -2247898 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2248192.500000 Penalty: 3238.030518
	Iteration 14Q: 3 clusters Score -2248192 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2248446.750000 Penalty: 3238.030518
	Iteration 15Q: 3 clusters Score -2248447 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2248652.750000 Penalty: 3238.030518
	Iteration 16Q: 3 clusters Score -2248653 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2248863.250000 Penalty: 3238.030518
	Iteration 17Q: 3 clusters Score -2248863 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2249031.000000 Penalty: 3238.030518
	Iteration 18Q: 3 clusters Score -2249031 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2249158.750000 Penalty: 3238.030518
	Iteration 19Q: 3 clusters Score -2249159 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2249290.500000 Penalty: 3238.030518
	Iteration 20F: 3 clusters Score -2249290 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2249416.750000 Penalty: 3238.030518
	Iteration 21Q: 3 clusters Score -2249417 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2249501.500000 Penalty: 3238.030518
	Iteration 22Q: 3 clusters Score -2249502 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2249567.750000 Penalty: 3238.030518
	Iteration 23Q: 3 clusters Score -2249568 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2249603.750000 Penalty: 3238.030518
	Iteration 24Q: 3 clusters Score -2249604 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2249647.750000 Penalty: 3238.030518
	Iteration 25Q: 3 clusters Score -2249648 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2249692.000000 Penalty: 3238.030518
	Iteration 26Q: 3 clusters Score -2249692 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2249727.750000 Penalty: 3238.030518
	Iteration 27Q: 3 clusters Score -2249728 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2249746.250000 Penalty: 3238.030518
	Iteration 28Q: 3 clusters Score -2249746 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2249764.250000 Penalty: 3238.030518
	Iteration 29Q: 3 clusters Score -2249764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2249777.500000 Penalty: 3238.030518
	Iteration 30Q: 3 clusters Score -2249778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2249791.250000 Penalty: 3238.030518
	Iteration 31Q: 3 clusters Score -2249791 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2249792.500000 Penalty: 3238.030518
	Iteration 32Q: 3 clusters Score -2249792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2249796.250000 Penalty: 3238.030518
	Iteration 33Q: 3 clusters Score -2249796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2249800.750000 Penalty: 3238.030518
	Iteration 34Q: 3 clusters Score -2249801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2249804.750000 Penalty: 3238.030518
	Iteration 35Q: 3 clusters Score -2249805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2249810.250000 Penalty: 3238.030518
	Iteration 36Q: 3 clusters Score -2249810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2249817.000000 Penalty: 3238.030518
	Iteration 37Q: 3 clusters Score -2249817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2249825.000000 Penalty: 3238.030518
	Iteration 38Q: 3 clusters Score -2249825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2249829.000000 Penalty: 3238.030518
	Iteration 39Q: 3 clusters Score -2249829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2249830.250000 Penalty: 3238.030518
	Iteration 40F: 3 clusters Score -2249830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2249834.250000 Penalty: 3238.030518
	Iteration 41Q: 3 clusters Score -2249834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2249834.250000 Penalty: 3238.030518
	Iteration 42Q: 3 clusters Score -2249834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2249837.500000 Penalty: 3238.030518
	Iteration 43Q: 3 clusters Score -2249838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2249835.250000 Penalty: 3238.030518
	Iteration 44Q: 3 clusters Score -2249835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2249834.500000 Penalty: 3238.030518
	Iteration 45Q: 3 clusters Score -2249834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2249840.250000 Penalty: 3238.030518
	Iteration 46Q: 3 clusters Score -2249840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2249837.750000 Penalty: 3238.030518
	Iteration 47Q: 3 clusters Score -2249838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2249840.500000 Penalty: 3238.030518
	Iteration 48Q: 3 clusters Score -2249840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2249839.250000 Penalty: 3238.030518
	Iteration 49Q: 3 clusters Score -2249839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2249839.250000 Penalty: 3238.030518
	Iteration 50Q: 3 clusters Score -2249839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2249838.750000 Penalty: 3238.030518
	Iteration 51Q: 3 clusters Score -2249839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2249838.750000 Penalty: 3238.030518
	Iteration 52F: 3 clusters Score -2249839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Entering Unmasked Estep 
Score: -226935.921875 Penalty: 1251.150757
	Iteration 0F: 2 clusters Score -226935.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -224707.390625 Penalty: 2502.301514
	Iteration 0F: 3 clusters Score -224707.4 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -225221.625000 Penalty: 2502.301514
	Iteration 1F: 3 clusters Score -225221.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -225341.156250 Penalty: 2502.301514
	Iteration 2F: 3 clusters Score -225341.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -225398.218750 Penalty: 2502.301514
	Iteration 3Q: 3 clusters Score -225398.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -225429.812500 Penalty: 2502.301514
	Iteration 4Q: 3 clusters Score -225429.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -225451.531250 Penalty: 2502.301514
	Iteration 5Q: 3 clusters Score -225451.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -225474.187500 Penalty: 2502.301514
	Iteration 6Q: 3 clusters Score -225474.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -225496.906250 Penalty: 2502.301514
	Iteration 7Q: 3 clusters Score -225496.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -225514.484375 Penalty: 2502.301514
	Iteration 8Q: 3 clusters Score -225514.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -225524.031250 Penalty: 2502.301514
	Iteration 9Q: 3 clusters Score -225524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -225537.593750 Penalty: 2502.301514
	Iteration 10Q: 3 clusters Score -225537.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -225545.750000 Penalty: 2502.301514
	Iteration 11Q: 3 clusters Score -225545.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -225557.640625 Penalty: 2502.301514
	Iteration 12Q: 3 clusters Score -225557.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -225571.281250 Penalty: 2502.301514
	Iteration 13Q: 3 clusters Score -225571.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -225583.406250 Penalty: 2502.301514
	Iteration 14Q: 3 clusters Score -225583.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -225593.703125 Penalty: 2502.301514
	Iteration 15Q: 3 clusters Score -225593.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -225602.828125 Penalty: 2502.301514
	Iteration 16Q: 3 clusters Score -225602.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -225610.671875 Penalty: 2502.301514
	Iteration 17Q: 3 clusters Score -225610.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -225618.375000 Penalty: 2502.301514
	Iteration 18Q: 3 clusters Score -225618.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -225625.750000 Penalty: 2502.301514
	Iteration 19Q: 3 clusters Score -225625.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -225638.343750 Penalty: 2502.301514
	Iteration 20F: 3 clusters Score -225638.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -225650.046875 Penalty: 2502.301514
	Iteration 21Q: 3 clusters Score -225650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -225661.875000 Penalty: 2502.301514
	Iteration 22Q: 3 clusters Score -225661.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -225671.125000 Penalty: 2502.301514
	Iteration 23Q: 3 clusters Score -225671.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -225679.953125 Penalty: 2502.301514
	Iteration 24Q: 3 clusters Score -225680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -225691.562500 Penalty: 2502.301514
	Iteration 25Q: 3 clusters Score -225691.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -225701.750000 Penalty: 2502.301514
	Iteration 26Q: 3 clusters Score -225701.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -225712.734375 Penalty: 2502.301514
	Iteration 27Q: 3 clusters Score -225712.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -225720.718750 Penalty: 2502.301514
	Iteration 28Q: 3 clusters Score -225720.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -225728.109375 Penalty: 2502.301514
	Iteration 29Q: 3 clusters Score -225728.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -225737.343750 Penalty: 2502.301514
	Iteration 30Q: 3 clusters Score -225737.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -225743.703125 Penalty: 2502.301514
	Iteration 31Q: 3 clusters Score -225743.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -225750.046875 Penalty: 2502.301514
	Iteration 32Q: 3 clusters Score -225750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -225762.765625 Penalty: 2502.301514
	Iteration 33Q: 3 clusters Score -225762.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -225776.531250 Penalty: 2502.301514
	Iteration 34Q: 3 clusters Score -225776.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -225787.062500 Penalty: 2502.301514
	Iteration 35Q: 3 clusters Score -225787.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -225798.437500 Penalty: 2502.301514
	Iteration 36Q: 3 clusters Score -225798.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -225806.625000 Penalty: 2502.301514
	Iteration 37Q: 3 clusters Score -225806.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -225815.843750 Penalty: 2502.301514
	Iteration 38Q: 3 clusters Score -225815.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -225823.187500 Penalty: 2502.301514
	Iteration 39Q: 3 clusters Score -225823.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -225833.906250 Penalty: 2502.301514
	Iteration 40F: 3 clusters Score -225833.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -225840.640625 Penalty: 2502.301514
	Iteration 41Q: 3 clusters Score -225840.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -225849.250000 Penalty: 2502.301514
	Iteration 42Q: 3 clusters Score -225849.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -225859.734375 Penalty: 2502.301514
	Iteration 43Q: 3 clusters Score -225859.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -225866.156250 Penalty: 2502.301514
	Iteration 44Q: 3 clusters Score -225866.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -225871.187500 Penalty: 2502.301514
	Iteration 45Q: 3 clusters Score -225871.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -225880.296875 Penalty: 2502.301514
	Iteration 46Q: 3 clusters Score -225880.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -225888.203125 Penalty: 2502.301514
	Iteration 47Q: 3 clusters Score -225888.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -225895.671875 Penalty: 2502.301514
	Iteration 48Q: 3 clusters Score -225895.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -225900.921875 Penalty: 2502.301514
	Iteration 49Q: 3 clusters Score -225900.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -225907.906250 Penalty: 2502.301514
	Iteration 50Q: 3 clusters Score -225907.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -225914.078125 Penalty: 2502.301514
	Iteration 51Q: 3 clusters Score -225914.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -225927.125000 Penalty: 2502.301514
	Iteration 52Q: 3 clusters Score -225927.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -225940.312500 Penalty: 2502.301514
	Iteration 53Q: 3 clusters Score -225940.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -225945.515625 Penalty: 2502.301514
	Iteration 54Q: 3 clusters Score -225945.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -225950.843750 Penalty: 2502.301514
	Iteration 55Q: 3 clusters Score -225950.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -225955.859375 Penalty: 2502.301514
	Iteration 56Q: 3 clusters Score -225955.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -225957.531250 Penalty: 2502.301514
	Iteration 57Q: 3 clusters Score -225957.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -225959.500000 Penalty: 2502.301514
	Iteration 58Q: 3 clusters Score -225959.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -225963.078125 Penalty: 2502.301514
	Iteration 59Q: 3 clusters Score -225963.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -225965.015625 Penalty: 2502.301514
	Iteration 60F: 3 clusters Score -225965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -225966.453125 Penalty: 2502.301514
	Iteration 61Q: 3 clusters Score -225966.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -225966.812500 Penalty: 2502.301514
	Iteration 62Q: 3 clusters Score -225966.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -225966.812500 Penalty: 2502.301514
	Iteration 63F: 3 clusters Score -225966.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (128247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128247 members 
Entering Unmasked Estep 
Score: -13767028.000000 Penalty: 1911.278320
	Iteration 0F: 2 clusters Score -1.376703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64192 members 
Mstep: Class 2 contains 64055 members 
Entering Unmasked Estep 
Score: -13681526.000000 Penalty: 3822.556641
	Iteration 0F: 3 clusters Score -1.368153e+07 nChanged 61419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66179 members 
Mstep: Class 2 contains 62068 members 
Entering Unmasked Estep 
Score: -13718238.000000 Penalty: 3822.556641
	Iteration 1F: 3 clusters Score -1.371824e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67597 members 
Mstep: Class 2 contains 60650 members 
Entering Unmasked Estep 
Score: -13719909.000000 Penalty: 3822.556641
	Iteration 2Q: 3 clusters Score -1.371991e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69899 members 
Mstep: Class 2 contains 58348 members 
Entering Unmasked Estep 
Score: -13722470.000000 Penalty: 3822.556641
	Iteration 3Q: 3 clusters Score -1.372247e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73229 members 
Mstep: Class 2 contains 55018 members 
Entering Unmasked Estep 
Score: -13726154.000000 Penalty: 3822.556641
	Iteration 4F: 3 clusters Score -1.372615e+07 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77693 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -13730812.000000 Penalty: 3822.556641
	Iteration 5F: 3 clusters Score -1.373081e+07 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82836 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -13735672.000000 Penalty: 3822.556641
	Iteration 6F: 3 clusters Score -1.373567e+07 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87974 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -13740477.000000 Penalty: 3822.556641
	Iteration 7F: 3 clusters Score -1.374048e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92604 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -13744731.000000 Penalty: 3822.556641
	Iteration 8F: 3 clusters Score -1.374473e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96646 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -13748100.000000 Penalty: 3822.556641
	Iteration 9Q: 3 clusters Score -1.37481e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100166 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -13751060.000000 Penalty: 3822.556641
	Iteration 10Q: 3 clusters Score -1.375106e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103250 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -13753419.000000 Penalty: 3822.556641
	Iteration 11Q: 3 clusters Score -1.375342e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105900 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -13755188.000000 Penalty: 3822.556641
	Iteration 12Q: 3 clusters Score -1.375519e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108266 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -13756541.000000 Penalty: 3822.556641
	Iteration 13Q: 3 clusters Score -1.375654e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110375 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -13757790.000000 Penalty: 3822.556641
	Iteration 14Q: 3 clusters Score -1.375779e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112277 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -13758938.000000 Penalty: 3822.556641
	Iteration 15Q: 3 clusters Score -1.375894e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113989 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -13759850.000000 Penalty: 3822.556641
	Iteration 16Q: 3 clusters Score -1.375985e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115561 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -13760697.000000 Penalty: 3822.556641
	Iteration 17Q: 3 clusters Score -1.37607e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117004 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -13761528.000000 Penalty: 3822.556641
	Iteration 18Q: 3 clusters Score -1.376153e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118288 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -13762212.000000 Penalty: 3822.556641
	Iteration 19Q: 3 clusters Score -1.376221e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119351 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -13762761.000000 Penalty: 3822.556641
	Iteration 20F: 3 clusters Score -1.376276e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120291 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -13763158.000000 Penalty: 3822.556641
	Iteration 21Q: 3 clusters Score -1.376316e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121127 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -13763624.000000 Penalty: 3822.556641
	Iteration 22Q: 3 clusters Score -1.376362e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121873 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -13764033.000000 Penalty: 3822.556641
	Iteration 23Q: 3 clusters Score -1.376403e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122496 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -13764283.000000 Penalty: 3822.556641
	Iteration 24Q: 3 clusters Score -1.376428e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123037 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -13764533.000000 Penalty: 3822.556641
	Iteration 25Q: 3 clusters Score -1.376453e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123495 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -13764681.000000 Penalty: 3822.556641
	Iteration 26Q: 3 clusters Score -1.376468e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123892 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -13764872.000000 Penalty: 3822.556641
	Iteration 27Q: 3 clusters Score -1.376487e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124247 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -13765022.000000 Penalty: 3822.556641
	Iteration 28Q: 3 clusters Score -1.376502e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124542 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -13765080.000000 Penalty: 3822.556641
	Iteration 29Q: 3 clusters Score -1.376508e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124776 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -13765182.000000 Penalty: 3822.556641
	Iteration 30Q: 3 clusters Score -1.376518e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124989 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -13765261.000000 Penalty: 3822.556641
	Iteration 31Q: 3 clusters Score -1.376526e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125191 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -13765340.000000 Penalty: 3822.556641
	Iteration 32Q: 3 clusters Score -1.376534e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125383 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -13765438.000000 Penalty: 3822.556641
	Iteration 33Q: 3 clusters Score -1.376544e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125543 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -13765470.000000 Penalty: 3822.556641
	Iteration 34Q: 3 clusters Score -1.376547e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125676 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -13765506.000000 Penalty: 3822.556641
	Iteration 35Q: 3 clusters Score -1.376551e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125791 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -13765516.000000 Penalty: 3822.556641
	Iteration 36Q: 3 clusters Score -1.376552e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125877 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -13765541.000000 Penalty: 3822.556641
	Iteration 37Q: 3 clusters Score -1.376554e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125941 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -13765572.000000 Penalty: 3822.556641
	Iteration 38Q: 3 clusters Score -1.376557e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125992 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -13765581.000000 Penalty: 3822.556641
	Iteration 39Q: 3 clusters Score -1.376558e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126034 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -13765600.000000 Penalty: 3822.556641
	Iteration 40F: 3 clusters Score -1.37656e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126075 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -13765606.000000 Penalty: 3822.556641
	Iteration 41Q: 3 clusters Score -1.376561e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126104 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -13765625.000000 Penalty: 3822.556641
	Iteration 42Q: 3 clusters Score -1.376562e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126128 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -13765633.000000 Penalty: 3822.556641
	Iteration 43Q: 3 clusters Score -1.376563e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126152 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -13765647.000000 Penalty: 3822.556641
	Iteration 44Q: 3 clusters Score -1.376565e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126168 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -13765661.000000 Penalty: 3822.556641
	Iteration 45Q: 3 clusters Score -1.376566e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126185 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -13765665.000000 Penalty: 3822.556641
	Iteration 46Q: 3 clusters Score -1.376566e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126202 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -13765662.000000 Penalty: 3822.556641
	Iteration 47Q: 3 clusters Score -1.376566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126214 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -13765677.000000 Penalty: 3822.556641
	Iteration 48Q: 3 clusters Score -1.376568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126220 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -13765675.000000 Penalty: 3822.556641
	Iteration 49Q: 3 clusters Score -1.376568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126223 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -13765676.000000 Penalty: 3822.556641
	Iteration 50Q: 3 clusters Score -1.376568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126225 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -13765682.000000 Penalty: 3822.556641
	Iteration 51Q: 3 clusters Score -1.376568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126227 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -13765684.000000 Penalty: 3822.556641
	Iteration 52Q: 3 clusters Score -1.376568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126229 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -13765681.000000 Penalty: 3822.556641
	Iteration 53Q: 3 clusters Score -1.376568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126233 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -13765677.000000 Penalty: 3822.556641
	Iteration 54Q: 3 clusters Score -1.376568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126236 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -13765674.000000 Penalty: 3822.556641
	Iteration 55Q: 3 clusters Score -1.376567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126240 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -13765682.000000 Penalty: 3822.556641
	Iteration 56Q: 3 clusters Score -1.376568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126240 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -13765682.000000 Penalty: 3822.556641
	Iteration 57F: 3 clusters Score -1.376568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Entering Unmasked Estep 
Score: -2602340.250000 Penalty: 1642.334351
	Iteration 0F: 2 clusters Score -2602340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2585870.250000 Penalty: 3284.668701
	Iteration 0F: 3 clusters Score -2585870 nChanged 11143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2591992.000000 Penalty: 3284.668701
	Iteration 1F: 3 clusters Score -2591992 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2592532.500000 Penalty: 3284.668701
	Iteration 2F: 3 clusters Score -2592532 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2593240.250000 Penalty: 3284.668701
	Iteration 3F: 3 clusters Score -2593240 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2594290.250000 Penalty: 3284.668701
	Iteration 4F: 3 clusters Score -2594290 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2595895.750000 Penalty: 3284.668701
	Iteration 5F: 3 clusters Score -2595896 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2597799.500000 Penalty: 3284.668701
	Iteration 6F: 3 clusters Score -2597800 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2599500.250000 Penalty: 3284.668701
	Iteration 7F: 3 clusters Score -2599500 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2600619.500000 Penalty: 3284.668701
	Iteration 8Q: 3 clusters Score -2600620 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2601213.500000 Penalty: 3284.668701
	Iteration 9Q: 3 clusters Score -2601214 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2601495.250000 Penalty: 3284.668701
	Iteration 10Q: 3 clusters Score -2601495 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2601617.250000 Penalty: 3284.668701
	Iteration 11Q: 3 clusters Score -2601617 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2601664.250000 Penalty: 3284.668701
	Iteration 12Q: 3 clusters Score -2601664 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2601694.000000 Penalty: 3284.668701
	Iteration 13Q: 3 clusters Score -2601694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2601707.500000 Penalty: 3284.668701
	Iteration 14Q: 3 clusters Score -2601708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2601717.000000 Penalty: 3284.668701
	Iteration 15Q: 3 clusters Score -2601717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2601714.750000 Penalty: 3284.668701
	Iteration 16Q: 3 clusters Score -2601715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2601722.250000 Penalty: 3284.668701
	Iteration 17Q: 3 clusters Score -2601722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2601724.000000 Penalty: 3284.668701
	Iteration 18Q: 3 clusters Score -2601724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2601723.500000 Penalty: 3284.668701
	Iteration 19Q: 3 clusters Score -2601724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2601727.500000 Penalty: 3284.668701
	Iteration 20F: 3 clusters Score -2601728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2601730.000000 Penalty: 3284.668701
	Iteration 21Q: 3 clusters Score -2601730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2601730.750000 Penalty: 3284.668701
	Iteration 22Q: 3 clusters Score -2601731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2601733.250000 Penalty: 3284.668701
	Iteration 23Q: 3 clusters Score -2601733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2601734.500000 Penalty: 3284.668701
	Iteration 24Q: 3 clusters Score -2601734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2601733.250000 Penalty: 3284.668701
	Iteration 25Q: 3 clusters Score -2601733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2601733.250000 Penalty: 3284.668701
	Iteration 26F: 3 clusters Score -2601733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Entering Unmasked Estep 
Score: -253361.718750 Penalty: 1293.325562
	Iteration 0F: 2 clusters Score -253361.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -250826.203125 Penalty: 2586.651123
	Iteration 0F: 3 clusters Score -250826.2 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -251731.281250 Penalty: 2586.651123
	Iteration 1F: 3 clusters Score -251731.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -252065.437500 Penalty: 2586.651123
	Iteration 2F: 3 clusters Score -252065.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -252303.796875 Penalty: 2586.651123
	Iteration 3F: 3 clusters Score -252303.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -252484.375000 Penalty: 2586.651123
	Iteration 4F: 3 clusters Score -252484.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -252657.203125 Penalty: 2586.651123
	Iteration 5F: 3 clusters Score -252657.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -252823.906250 Penalty: 2586.651123
	Iteration 6Q: 3 clusters Score -252823.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -252973.437500 Penalty: 2586.651123
	Iteration 7Q: 3 clusters Score -252973.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -253111.765625 Penalty: 2586.651123
	Iteration 8Q: 3 clusters Score -253111.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -253242.421875 Penalty: 2586.651123
	Iteration 9Q: 3 clusters Score -253242.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -253330.781250 Penalty: 2586.651123
	Iteration 10Q: 3 clusters Score -253330.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -253413.312500 Penalty: 2586.651123
	Iteration 11Q: 3 clusters Score -253413.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -253482.671875 Penalty: 2586.651123
	Iteration 12Q: 3 clusters Score -253482.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -253533.203125 Penalty: 2586.651123
	Iteration 13Q: 3 clusters Score -253533.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -253574.281250 Penalty: 2586.651123
	Iteration 14Q: 3 clusters Score -253574.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -253593.578125 Penalty: 2586.651123
	Iteration 15Q: 3 clusters Score -253593.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -253601.625000 Penalty: 2586.651123
	Iteration 16Q: 3 clusters Score -253601.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -253605.250000 Penalty: 2586.651123
	Iteration 17Q: 3 clusters Score -253605.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -253605.453125 Penalty: 2586.651123
	Iteration 18Q: 3 clusters Score -253605.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -253606.578125 Penalty: 2586.651123
	Iteration 19Q: 3 clusters Score -253606.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -253668.359375 Penalty: 2586.651123
	Iteration 20F: 3 clusters Score -253668.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -253723.406250 Penalty: 2586.651123
	Iteration 21Q: 3 clusters Score -253723.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -253757.890625 Penalty: 2586.651123
	Iteration 22Q: 3 clusters Score -253757.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -253786.687500 Penalty: 2586.651123
	Iteration 23Q: 3 clusters Score -253786.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -253806.828125 Penalty: 2586.651123
	Iteration 24Q: 3 clusters Score -253806.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -253818.421875 Penalty: 2586.651123
	Iteration 25Q: 3 clusters Score -253818.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -253836.656250 Penalty: 2586.651123
	Iteration 26Q: 3 clusters Score -253836.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -253849.406250 Penalty: 2586.651123
	Iteration 27Q: 3 clusters Score -253849.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -253852.781250 Penalty: 2586.651123
	Iteration 28Q: 3 clusters Score -253852.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -253855.656250 Penalty: 2586.651123
	Iteration 29Q: 3 clusters Score -253855.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -253857.687500 Penalty: 2586.651123
	Iteration 30Q: 3 clusters Score -253857.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -253859.359375 Penalty: 2586.651123
	Iteration 31Q: 3 clusters Score -253859.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -253861.171875 Penalty: 2586.651123
	Iteration 32Q: 3 clusters Score -253861.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -253866.234375 Penalty: 2586.651123
	Iteration 33Q: 3 clusters Score -253866.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -253867.406250 Penalty: 2586.651123
	Iteration 34Q: 3 clusters Score -253867.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -253870.375000 Penalty: 2586.651123
	Iteration 35Q: 3 clusters Score -253870.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -253871.875000 Penalty: 2586.651123
	Iteration 36Q: 3 clusters Score -253871.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -253872.687500 Penalty: 2586.651123
	Iteration 37Q: 3 clusters Score -253872.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -253873.406250 Penalty: 2586.651123
	Iteration 38Q: 3 clusters Score -253873.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -253873.406250 Penalty: 2586.651123
	Iteration 39F: 3 clusters Score -253873.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 823 members 
Mstep: Class 3 contains 10597 members 
Mstep: Class 4 contains 13996 members 
Mstep: Class 5 contains 37869 members 
Mstep: Class 6 contains 2402 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128247 members 
Mstep: Class 10 contains 24506 members 
Mstep: Class 11 contains 2312 members 
Mstep: Class 12 contains 6150 members 
Mstep: Class 13 contains 32763 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13508 members 
Mstep: Class 16 contains 31631 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 18605 members 
Mstep: Class 19 contains 5202 members 
Mstep: Class 20 contains 152 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 174427 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 18301 members 
Mstep: Class 27 contains 43314 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 691 members 
Mstep: Class 30 contains 549 members 
Entering Unmasked Estep 
Score: -65953156.000000 Penalty: 65185.351562
Splitting cluster 11 changes total score from -65952988.000000 to -65953156.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 12 (6150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Entering Unmasked Estep 
Score: -566488.562500 Penalty: 1417.683594
	Iteration 0F: 2 clusters Score -566488.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -561838.375000 Penalty: 2835.367188
	Iteration 0F: 3 clusters Score -561838.4 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -563427.500000 Penalty: 2835.367188
	Iteration 1F: 3 clusters Score -563427.5 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -563843.875000 Penalty: 2835.367188
	Iteration 2F: 3 clusters Score -563843.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -564200.000000 Penalty: 2835.367188
	Iteration 3F: 3 clusters Score -564200 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -564583.437500 Penalty: 2835.367188
	Iteration 4F: 3 clusters Score -564583.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -564985.437500 Penalty: 2835.367188
	Iteration 5F: 3 clusters Score -564985.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -565280.312500 Penalty: 2835.367188
	Iteration 6F: 3 clusters Score -565280.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -565524.000000 Penalty: 2835.367188
	Iteration 7Q: 3 clusters Score -565524 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -565748.187500 Penalty: 2835.367188
	Iteration 8Q: 3 clusters Score -565748.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -565964.062500 Penalty: 2835.367188
	Iteration 9Q: 3 clusters Score -565964.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -566140.562500 Penalty: 2835.367188
	Iteration 10Q: 3 clusters Score -566140.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -566283.500000 Penalty: 2835.367188
	Iteration 11Q: 3 clusters Score -566283.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -566393.250000 Penalty: 2835.367188
	Iteration 12Q: 3 clusters Score -566393.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -566472.125000 Penalty: 2835.367188
	Iteration 13Q: 3 clusters Score -566472.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -566513.062500 Penalty: 2835.367188
	Iteration 14Q: 3 clusters Score -566513.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -566540.875000 Penalty: 2835.367188
	Iteration 15Q: 3 clusters Score -566540.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -566554.062500 Penalty: 2835.367188
	Iteration 16Q: 3 clusters Score -566554.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -566564.687500 Penalty: 2835.367188
	Iteration 17Q: 3 clusters Score -566564.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -566572.375000 Penalty: 2835.367188
	Iteration 18Q: 3 clusters Score -566572.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -566580.500000 Penalty: 2835.367188
	Iteration 19Q: 3 clusters Score -566580.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -566584.812500 Penalty: 2835.367188
	Iteration 20F: 3 clusters Score -566584.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -566592.000000 Penalty: 2835.367188
	Iteration 21Q: 3 clusters Score -566592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -566595.812500 Penalty: 2835.367188
	Iteration 22Q: 3 clusters Score -566595.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -566602.375000 Penalty: 2835.367188
	Iteration 23Q: 3 clusters Score -566602.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -566605.937500 Penalty: 2835.367188
	Iteration 24Q: 3 clusters Score -566605.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -566608.125000 Penalty: 2835.367188
	Iteration 25Q: 3 clusters Score -566608.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -566611.437500 Penalty: 2835.367188
	Iteration 26Q: 3 clusters Score -566611.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -566613.875000 Penalty: 2835.367188
	Iteration 27Q: 3 clusters Score -566613.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -566617.812500 Penalty: 2835.367188
	Iteration 28Q: 3 clusters Score -566617.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -566621.562500 Penalty: 2835.367188
	Iteration 29Q: 3 clusters Score -566621.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -566622.312500 Penalty: 2835.367188
	Iteration 30Q: 3 clusters Score -566622.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -566624.437500 Penalty: 2835.367188
	Iteration 31Q: 3 clusters Score -566624.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -566625.187500 Penalty: 2835.367188
	Iteration 32Q: 3 clusters Score -566625.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -566625.625000 Penalty: 2835.367188
	Iteration 33Q: 3 clusters Score -566625.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -566627.125000 Penalty: 2835.367188
	Iteration 34Q: 3 clusters Score -566627.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -566628.125000 Penalty: 2835.367188
	Iteration 35Q: 3 clusters Score -566628.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -566628.187500 Penalty: 2835.367188
	Iteration 36Q: 3 clusters Score -566628.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -566631.437500 Penalty: 2835.367188
	Iteration 37Q: 3 clusters Score -566631.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -566632.937500 Penalty: 2835.367188
	Iteration 38Q: 3 clusters Score -566632.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -566634.625000 Penalty: 2835.367188
	Iteration 39Q: 3 clusters Score -566634.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -566634.875000 Penalty: 2835.367188
	Iteration 40F: 3 clusters Score -566634.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -566636.500000 Penalty: 2835.367188
	Iteration 41Q: 3 clusters Score -566636.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -566635.875000 Penalty: 2835.367188
	Iteration 42Q: 3 clusters Score -566635.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -566636.750000 Penalty: 2835.367188
	Iteration 43Q: 3 clusters Score -566636.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -566638.625000 Penalty: 2835.367188
	Iteration 44Q: 3 clusters Score -566638.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -566640.687500 Penalty: 2835.367188
	Iteration 45Q: 3 clusters Score -566640.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -566642.687500 Penalty: 2835.367188
	Iteration 46Q: 3 clusters Score -566642.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -566645.500000 Penalty: 2835.367188
	Iteration 47Q: 3 clusters Score -566645.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -566647.312500 Penalty: 2835.367188
	Iteration 48Q: 3 clusters Score -566647.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -566650.562500 Penalty: 2835.367188
	Iteration 49Q: 3 clusters Score -566650.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -566651.875000 Penalty: 2835.367188
	Iteration 50Q: 3 clusters Score -566651.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -566654.437500 Penalty: 2835.367188
	Iteration 51Q: 3 clusters Score -566654.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -566657.000000 Penalty: 2835.367188
	Iteration 52Q: 3 clusters Score -566657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -566660.500000 Penalty: 2835.367188
	Iteration 53Q: 3 clusters Score -566660.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -566667.000000 Penalty: 2835.367188
	Iteration 54Q: 3 clusters Score -566667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -566672.062500 Penalty: 2835.367188
	Iteration 55Q: 3 clusters Score -566672.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -566676.625000 Penalty: 2835.367188
	Iteration 56Q: 3 clusters Score -566676.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -566682.312500 Penalty: 2835.367188
	Iteration 57Q: 3 clusters Score -566682.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -566689.687500 Penalty: 2835.367188
	Iteration 58Q: 3 clusters Score -566689.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -566695.687500 Penalty: 2835.367188
	Iteration 59Q: 3 clusters Score -566695.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -566703.312500 Penalty: 2835.367188
	Iteration 60F: 3 clusters Score -566703.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -566711.312500 Penalty: 2835.367188
	Iteration 61Q: 3 clusters Score -566711.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -566723.625000 Penalty: 2835.367188
	Iteration 62Q: 3 clusters Score -566723.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -566732.750000 Penalty: 2835.367188
	Iteration 63Q: 3 clusters Score -566732.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -566748.125000 Penalty: 2835.367188
	Iteration 64Q: 3 clusters Score -566748.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -566758.062500 Penalty: 2835.367188
	Iteration 65Q: 3 clusters Score -566758.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -566765.000000 Penalty: 2835.367188
	Iteration 66Q: 3 clusters Score -566765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -566775.875000 Penalty: 2835.367188
	Iteration 67Q: 3 clusters Score -566775.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -566785.125000 Penalty: 2835.367188
	Iteration 68Q: 3 clusters Score -566785.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -566796.125000 Penalty: 2835.367188
	Iteration 69Q: 3 clusters Score -566796.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -566808.687500 Penalty: 2835.367188
	Iteration 70Q: 3 clusters Score -566808.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -566818.437500 Penalty: 2835.367188
	Iteration 71Q: 3 clusters Score -566818.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -566826.375000 Penalty: 2835.367188
	Iteration 72Q: 3 clusters Score -566826.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -566829.000000 Penalty: 2835.367188
	Iteration 73Q: 3 clusters Score -566829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -566830.312500 Penalty: 2835.367188
	Iteration 74Q: 3 clusters Score -566830.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -566830.937500 Penalty: 2835.367188
	Iteration 75Q: 3 clusters Score -566830.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -566831.125000 Penalty: 2835.367188
	Iteration 76Q: 3 clusters Score -566831.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -566831.500000 Penalty: 2835.367188
	Iteration 77Q: 3 clusters Score -566831.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -566831.437500 Penalty: 2835.367188
	Iteration 78Q: 3 clusters Score -566831.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -566831.437500 Penalty: 2835.367188
	Iteration 79F: 3 clusters Score -566831.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 823 members 
Mstep: Class 3 contains 10597 members 
Mstep: Class 4 contains 13996 members 
Mstep: Class 5 contains 37869 members 
Mstep: Class 6 contains 2402 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128247 members 
Mstep: Class 10 contains 24506 members 
Mstep: Class 11 contains 2312 members 
Mstep: Class 12 contains 1094 members 
Mstep: Class 13 contains 32763 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13508 members 
Mstep: Class 16 contains 31631 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 18605 members 
Mstep: Class 19 contains 5202 members 
Mstep: Class 20 contains 152 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 174427 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 18301 members 
Mstep: Class 27 contains 43314 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 691 members 
Mstep: Class 30 contains 549 members 
Mstep: Class 31 contains 5056 members 
Entering Unmasked Estep 
Score: -65952740.000000 Penalty: 67358.195312
Splitting cluster 12 changes total score from -65952988.000000 to -65952740.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (32763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Entering Unmasked Estep 
Score: -3474680.750000 Penalty: 1689.521362
	Iteration 0F: 2 clusters Score -3474681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -3452553.750000 Penalty: 3379.042725
	Iteration 0F: 3 clusters Score -3452554 nChanged 15168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -3461091.000000 Penalty: 3379.042725
	Iteration 1F: 3 clusters Score -3461091 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -3461477.250000 Penalty: 3379.042725
	Iteration 2Q: 3 clusters Score -3461477 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -3461921.750000 Penalty: 3379.042725
	Iteration 3Q: 3 clusters Score -3461922 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3462498.250000 Penalty: 3379.042725
	Iteration 4Q: 3 clusters Score -3462498 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -3463228.250000 Penalty: 3379.042725
	Iteration 5Q: 3 clusters Score -3463228 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -3464059.250000 Penalty: 3379.042725
	Iteration 6F: 3 clusters Score -3464059 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -3464870.250000 Penalty: 3379.042725
	Iteration 7F: 3 clusters Score -3464870 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -3465547.750000 Penalty: 3379.042725
	Iteration 8Q: 3 clusters Score -3465548 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -3466170.250000 Penalty: 3379.042725
	Iteration 9Q: 3 clusters Score -3466170 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -3466782.000000 Penalty: 3379.042725
	Iteration 10Q: 3 clusters Score -3466782 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -3467437.750000 Penalty: 3379.042725
	Iteration 11Q: 3 clusters Score -3467438 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -3468349.750000 Penalty: 3379.042725
	Iteration 12Q: 3 clusters Score -3468350 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -3469547.000000 Penalty: 3379.042725
	Iteration 13Q: 3 clusters Score -3469547 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -3470640.750000 Penalty: 3379.042725
	Iteration 14Q: 3 clusters Score -3470641 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -3471408.250000 Penalty: 3379.042725
	Iteration 15Q: 3 clusters Score -3471408 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -3471840.750000 Penalty: 3379.042725
	Iteration 16Q: 3 clusters Score -3471841 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -3472087.000000 Penalty: 3379.042725
	Iteration 17Q: 3 clusters Score -3472087 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -3472263.000000 Penalty: 3379.042725
	Iteration 18Q: 3 clusters Score -3472263 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -3472382.250000 Penalty: 3379.042725
	Iteration 19Q: 3 clusters Score -3472382 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -3472484.500000 Penalty: 3379.042725
	Iteration 20F: 3 clusters Score -3472484 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -3472533.500000 Penalty: 3379.042725
	Iteration 21Q: 3 clusters Score -3472534 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -3472563.000000 Penalty: 3379.042725
	Iteration 22Q: 3 clusters Score -3472563 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -3472608.000000 Penalty: 3379.042725
	Iteration 23Q: 3 clusters Score -3472608 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3472629 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3472650 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3472662 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3472674 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -3472690.250000 Penalty: 3379.042725
	Iteration 28Q: 3 clusters Score -3472690 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3472697 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -3472708.750000 Penalty: 3379.042725
	Iteration 30Q: 3 clusters Score -3472709 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -3472715.000000 Penalty: 3379.042725
	Iteration 31Q: 3 clusters Score -3472715 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -3472723.500000 Penalty: 3379.042725
	Iteration 32Q: 3 clusters Score -3472724 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3472735 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -3472741.000000 Penalty: 3379.042725
	Iteration 34Q: 3 clusters Score -3472741 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -3472755.750000 Penalty: 3379.042725
	Iteration 35Q: 3 clusters Score -3472756 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -3472760.250000 Penalty: 3379.042725
	Iteration 36Q: 3 clusters Score -3472760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3472748 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -3472750.250000 Penalty: 3379.042725
	Iteration 38Q: 3 clusters Score -3472750 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -3472757.250000 Penalty: 3379.042725
	Iteration 39Q: 3 clusters Score -3472757 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -3472758.500000 Penalty: 3379.042725
	Iteration 40F: 3 clusters Score -3472758 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3472760 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3472756 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3472759 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3472766 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -3472767.250000 Penalty: 3379.042725
	Iteration 45Q: 3 clusters Score -3472767 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3472776 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3472780 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3472782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3472787 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3472782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3472781 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3472782 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3472789 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3472796 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3472806 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -3472811.000000 Penalty: 3379.042725
	Iteration 56Q: 3 clusters Score -3472811 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3472808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3472804 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3472803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -3472807.000000 Penalty: 3379.042725
	Iteration 60F: 3 clusters Score -3472807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3472803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3472810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3472808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3472811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3472810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -3472812.750000 Penalty: 3379.042725
	Iteration 66Q: 3 clusters Score -3472813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -3472816.250000 Penalty: 3379.042725
	Iteration 67Q: 3 clusters Score -3472816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3472810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3472816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3472808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3472812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3472823.250000 Penalty: 3379.042725
	Iteration 72Q: 3 clusters Score -3472823 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3472827.000000 Penalty: 3379.042725
	Iteration 73Q: 3 clusters Score -3472827 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3472828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -3472825.000000 Penalty: 3379.042725
	Iteration 75Q: 3 clusters Score -3472825 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3472826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -3472830.250000 Penalty: 3379.042725
	Iteration 77Q: 3 clusters Score -3472830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -3472824.250000 Penalty: 3379.042725
	Iteration 78Q: 3 clusters Score -3472824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -3472835.000000 Penalty: 3379.042725
	Iteration 79Q: 3 clusters Score -3472835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3472834.750000 Penalty: 3379.042725
	Iteration 80F: 3 clusters Score -3472835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -3472834.250000 Penalty: 3379.042725
	Iteration 81Q: 3 clusters Score -3472834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -3472838.500000 Penalty: 3379.042725
	Iteration 82Q: 3 clusters Score -3472838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -3472840.000000 Penalty: 3379.042725
	Iteration 83Q: 3 clusters Score -3472840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -3472848.750000 Penalty: 3379.042725
	Iteration 84Q: 3 clusters Score -3472849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -3472847.500000 Penalty: 3379.042725
	Iteration 85Q: 3 clusters Score -3472848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -3472847.750000 Penalty: 3379.042725
	Iteration 86Q: 3 clusters Score -3472848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -3472845.500000 Penalty: 3379.042725
	Iteration 87Q: 3 clusters Score -3472846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -3472843.250000 Penalty: 3379.042725
	Iteration 88Q: 3 clusters Score -3472843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3472845.500000 Penalty: 3379.042725
	Iteration 89Q: 3 clusters Score -3472846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -3472852.250000 Penalty: 3379.042725
	Iteration 90Q: 3 clusters Score -3472852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3472852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3472852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -3472852.500000 Penalty: 3379.042725
	Iteration 93Q: 3 clusters Score -3472852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3472852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3472854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -3472851.500000 Penalty: 3379.042725
	Iteration 96Q: 3 clusters Score -3472852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -3472847.000000 Penalty: 3379.042725
	Iteration 97Q: 3 clusters Score -3472847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3472852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -3472849.000000 Penalty: 3379.042725
	Iteration 99Q: 3 clusters Score -3472849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -3472852.250000 Penalty: 3379.042725
	Iteration 100F: 3 clusters Score -3472852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3472852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -3472846.500000 Penalty: 3379.042725
	Iteration 102Q: 3 clusters Score -3472846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3472849 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3472853 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3472850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -3472849.250000 Penalty: 3379.042725
	Iteration 106Q: 3 clusters Score -3472849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -3472843.750000 Penalty: 3379.042725
	Iteration 107Q: 3 clusters Score -3472844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3472845.750000 Penalty: 3379.042725
	Iteration 108Q: 3 clusters Score -3472846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3472850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3472846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3472848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3472850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3472849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3472850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -3472853.000000 Penalty: 3379.042725
	Iteration 115Q: 3 clusters Score -3472853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3472850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -3472854.750000 Penalty: 3379.042725
	Iteration 117Q: 3 clusters Score -3472855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -3472849.750000 Penalty: 3379.042725
	Iteration 118Q: 3 clusters Score -3472850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -3472849.750000 Penalty: 3379.042725
	Iteration 119F: 3 clusters Score -3472850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Entering Unmasked Estep 
Score: -1152010.125000 Penalty: 1515.747803
	Iteration 0F: 2 clusters Score -1152010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1144080.875000 Penalty: 3031.495605
	Iteration 0F: 3 clusters Score -1144081 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1146702.375000 Penalty: 3031.495605
	Iteration 1F: 3 clusters Score -1146702 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1146961.625000 Penalty: 3031.495605
	Iteration 2F: 3 clusters Score -1146962 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1147173.375000 Penalty: 3031.495605
	Iteration 3Q: 3 clusters Score -1147173 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1147401.500000 Penalty: 3031.495605
	Iteration 4Q: 3 clusters Score -1147402 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1147723.250000 Penalty: 3031.495605
	Iteration 5Q: 3 clusters Score -1147723 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1148147.375000 Penalty: 3031.495605
	Iteration 6F: 3 clusters Score -1148147 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1148690.250000 Penalty: 3031.495605
	Iteration 7F: 3 clusters Score -1148690 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1149234.375000 Penalty: 3031.495605
	Iteration 8F: 3 clusters Score -1149234 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1149664.250000 Penalty: 3031.495605
	Iteration 9F: 3 clusters Score -1149664 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1149941.500000 Penalty: 3031.495605
	Iteration 10Q: 3 clusters Score -1149942 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1150121.875000 Penalty: 3031.495605
	Iteration 11Q: 3 clusters Score -1150122 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1150232.875000 Penalty: 3031.495605
	Iteration 12Q: 3 clusters Score -1150233 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1150294.625000 Penalty: 3031.495605
	Iteration 13Q: 3 clusters Score -1150295 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1150336.625000 Penalty: 3031.495605
	Iteration 14Q: 3 clusters Score -1150337 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1150366.875000 Penalty: 3031.495605
	Iteration 15Q: 3 clusters Score -1150367 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1150387.750000 Penalty: 3031.495605
	Iteration 16Q: 3 clusters Score -1150388 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1150401.875000 Penalty: 3031.495605
	Iteration 17Q: 3 clusters Score -1150402 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1150412.750000 Penalty: 3031.495605
	Iteration 18Q: 3 clusters Score -1150413 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1150420.750000 Penalty: 3031.495605
	Iteration 19Q: 3 clusters Score -1150421 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1150431.500000 Penalty: 3031.495605
	Iteration 20F: 3 clusters Score -1150432 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1150443.125000 Penalty: 3031.495605
	Iteration 21Q: 3 clusters Score -1150443 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1150451.250000 Penalty: 3031.495605
	Iteration 22Q: 3 clusters Score -1150451 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1150459.000000 Penalty: 3031.495605
	Iteration 23Q: 3 clusters Score -1150459 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1150470.000000 Penalty: 3031.495605
	Iteration 24Q: 3 clusters Score -1150470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1150476.500000 Penalty: 3031.495605
	Iteration 25Q: 3 clusters Score -1150476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1150483.000000 Penalty: 3031.495605
	Iteration 26Q: 3 clusters Score -1150483 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1150489.750000 Penalty: 3031.495605
	Iteration 27Q: 3 clusters Score -1150490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1150493.125000 Penalty: 3031.495605
	Iteration 28Q: 3 clusters Score -1150493 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1150501.500000 Penalty: 3031.495605
	Iteration 29Q: 3 clusters Score -1150502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1150506.375000 Penalty: 3031.495605
	Iteration 30Q: 3 clusters Score -1150506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1150514.625000 Penalty: 3031.495605
	Iteration 31Q: 3 clusters Score -1150515 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1150517.375000 Penalty: 3031.495605
	Iteration 32Q: 3 clusters Score -1150517 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1150523.625000 Penalty: 3031.495605
	Iteration 33Q: 3 clusters Score -1150524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1150524.625000 Penalty: 3031.495605
	Iteration 34Q: 3 clusters Score -1150525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1150533.125000 Penalty: 3031.495605
	Iteration 35Q: 3 clusters Score -1150533 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1150542.125000 Penalty: 3031.495605
	Iteration 36Q: 3 clusters Score -1150542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1150548.000000 Penalty: 3031.495605
	Iteration 37Q: 3 clusters Score -1150548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1150552.500000 Penalty: 3031.495605
	Iteration 38Q: 3 clusters Score -1150552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1150555.375000 Penalty: 3031.495605
	Iteration 39Q: 3 clusters Score -1150555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1150559.375000 Penalty: 3031.495605
	Iteration 40F: 3 clusters Score -1150559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1150561.375000 Penalty: 3031.495605
	Iteration 41Q: 3 clusters Score -1150561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1150567.125000 Penalty: 3031.495605
	Iteration 42Q: 3 clusters Score -1150567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1150567.750000 Penalty: 3031.495605
	Iteration 43Q: 3 clusters Score -1150568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1150571.500000 Penalty: 3031.495605
	Iteration 44Q: 3 clusters Score -1150572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1150575.000000 Penalty: 3031.495605
	Iteration 45Q: 3 clusters Score -1150575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1150579.000000 Penalty: 3031.495605
	Iteration 46Q: 3 clusters Score -1150579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1150583.250000 Penalty: 3031.495605
	Iteration 47Q: 3 clusters Score -1150583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1150585.250000 Penalty: 3031.495605
	Iteration 48Q: 3 clusters Score -1150585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1150584.500000 Penalty: 3031.495605
	Iteration 49Q: 3 clusters Score -1150584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1150588.375000 Penalty: 3031.495605
	Iteration 50Q: 3 clusters Score -1150588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1150589.500000 Penalty: 3031.495605
	Iteration 51Q: 3 clusters Score -1150590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1150589.125000 Penalty: 3031.495605
	Iteration 52Q: 3 clusters Score -1150589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1150593.500000 Penalty: 3031.495605
	Iteration 53Q: 3 clusters Score -1150594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1150597.750000 Penalty: 3031.495605
	Iteration 54Q: 3 clusters Score -1150598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1150602.250000 Penalty: 3031.495605
	Iteration 55Q: 3 clusters Score -1150602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1150609.000000 Penalty: 3031.495605
	Iteration 56Q: 3 clusters Score -1150609 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1150619.750000 Penalty: 3031.495605
	Iteration 57Q: 3 clusters Score -1150620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1150629.250000 Penalty: 3031.495605
	Iteration 58Q: 3 clusters Score -1150629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1150636.000000 Penalty: 3031.495605
	Iteration 59Q: 3 clusters Score -1150636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1150640.250000 Penalty: 3031.495605
	Iteration 60F: 3 clusters Score -1150640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1150642.625000 Penalty: 3031.495605
	Iteration 61Q: 3 clusters Score -1150643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1150644.250000 Penalty: 3031.495605
	Iteration 62Q: 3 clusters Score -1150644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1150648.750000 Penalty: 3031.495605
	Iteration 63Q: 3 clusters Score -1150649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1150652.750000 Penalty: 3031.495605
	Iteration 64Q: 3 clusters Score -1150653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1150656.000000 Penalty: 3031.495605
	Iteration 65Q: 3 clusters Score -1150656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1150658.250000 Penalty: 3031.495605
	Iteration 66Q: 3 clusters Score -1150658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1150663.625000 Penalty: 3031.495605
	Iteration 67Q: 3 clusters Score -1150664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1150667.625000 Penalty: 3031.495605
	Iteration 68Q: 3 clusters Score -1150668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1150668.875000 Penalty: 3031.495605
	Iteration 69Q: 3 clusters Score -1150669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1150673.125000 Penalty: 3031.495605
	Iteration 70Q: 3 clusters Score -1150673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1150675.875000 Penalty: 3031.495605
	Iteration 71Q: 3 clusters Score -1150676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1150675.250000 Penalty: 3031.495605
	Iteration 72Q: 3 clusters Score -1150675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1150676.375000 Penalty: 3031.495605
	Iteration 73Q: 3 clusters Score -1150676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1150676.125000 Penalty: 3031.495605
	Iteration 74Q: 3 clusters Score -1150676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1150678.125000 Penalty: 3031.495605
	Iteration 75Q: 3 clusters Score -1150678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1150677.625000 Penalty: 3031.495605
	Iteration 76Q: 3 clusters Score -1150678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1150676.125000 Penalty: 3031.495605
	Iteration 77Q: 3 clusters Score -1150676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1150675.875000 Penalty: 3031.495605
	Iteration 78Q: 3 clusters Score -1150676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1150675.875000 Penalty: 3031.495605
	Iteration 79F: 3 clusters Score -1150676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Entering Unmasked Estep 
Score: -1423397.250000 Penalty: 1545.543701
	Iteration 0F: 2 clusters Score -1423397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1414004.250000 Penalty: 3091.087402
	Iteration 0F: 3 clusters Score -1414004 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1417348.875000 Penalty: 3091.087402
	Iteration 1F: 3 clusters Score -1417349 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1417750.625000 Penalty: 3091.087402
	Iteration 2F: 3 clusters Score -1417751 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1418122.875000 Penalty: 3091.087402
	Iteration 3F: 3 clusters Score -1418123 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1418533.375000 Penalty: 3091.087402
	Iteration 4F: 3 clusters Score -1418533 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1419009.000000 Penalty: 3091.087402
	Iteration 5F: 3 clusters Score -1419009 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1419484.750000 Penalty: 3091.087402
	Iteration 6F: 3 clusters Score -1419485 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1419878.125000 Penalty: 3091.087402
	Iteration 7F: 3 clusters Score -1419878 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1420189.500000 Penalty: 3091.087402
	Iteration 8Q: 3 clusters Score -1420190 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1420423.375000 Penalty: 3091.087402
	Iteration 9Q: 3 clusters Score -1420423 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1420588.875000 Penalty: 3091.087402
	Iteration 10Q: 3 clusters Score -1420589 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1420715.125000 Penalty: 3091.087402
	Iteration 11Q: 3 clusters Score -1420715 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1420801.875000 Penalty: 3091.087402
	Iteration 12Q: 3 clusters Score -1420802 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1420876.375000 Penalty: 3091.087402
	Iteration 13Q: 3 clusters Score -1420876 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1420947.250000 Penalty: 3091.087402
	Iteration 14Q: 3 clusters Score -1420947 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1420997.500000 Penalty: 3091.087402
	Iteration 15Q: 3 clusters Score -1420998 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1421045.125000 Penalty: 3091.087402
	Iteration 16Q: 3 clusters Score -1421045 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1421089.250000 Penalty: 3091.087402
	Iteration 17Q: 3 clusters Score -1421089 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1421124.250000 Penalty: 3091.087402
	Iteration 18Q: 3 clusters Score -1421124 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1421164.750000 Penalty: 3091.087402
	Iteration 19Q: 3 clusters Score -1421165 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1421203.375000 Penalty: 3091.087402
	Iteration 20F: 3 clusters Score -1421203 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1421235.875000 Penalty: 3091.087402
	Iteration 21Q: 3 clusters Score -1421236 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1421269.875000 Penalty: 3091.087402
	Iteration 22Q: 3 clusters Score -1421270 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1421304.000000 Penalty: 3091.087402
	Iteration 23Q: 3 clusters Score -1421304 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1421342.125000 Penalty: 3091.087402
	Iteration 24Q: 3 clusters Score -1421342 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1421379.750000 Penalty: 3091.087402
	Iteration 25Q: 3 clusters Score -1421380 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1421419.250000 Penalty: 3091.087402
	Iteration 26Q: 3 clusters Score -1421419 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1421473.250000 Penalty: 3091.087402
	Iteration 27Q: 3 clusters Score -1421473 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1421522.375000 Penalty: 3091.087402
	Iteration 28Q: 3 clusters Score -1421522 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1421571.625000 Penalty: 3091.087402
	Iteration 29Q: 3 clusters Score -1421572 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1421638.500000 Penalty: 3091.087402
	Iteration 30Q: 3 clusters Score -1421638 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1421714.625000 Penalty: 3091.087402
	Iteration 31Q: 3 clusters Score -1421715 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1421804.750000 Penalty: 3091.087402
	Iteration 32Q: 3 clusters Score -1421805 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1421903.375000 Penalty: 3091.087402
	Iteration 33Q: 3 clusters Score -1421903 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1421979.875000 Penalty: 3091.087402
	Iteration 34Q: 3 clusters Score -1421980 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1422058.250000 Penalty: 3091.087402
	Iteration 35Q: 3 clusters Score -1422058 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1422125.500000 Penalty: 3091.087402
	Iteration 36Q: 3 clusters Score -1422126 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1422184.000000 Penalty: 3091.087402
	Iteration 37Q: 3 clusters Score -1422184 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1422218.750000 Penalty: 3091.087402
	Iteration 38Q: 3 clusters Score -1422219 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1422249.875000 Penalty: 3091.087402
	Iteration 39Q: 3 clusters Score -1422250 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1422272.750000 Penalty: 3091.087402
	Iteration 40F: 3 clusters Score -1422273 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1422292.625000 Penalty: 3091.087402
	Iteration 41Q: 3 clusters Score -1422293 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1422309.875000 Penalty: 3091.087402
	Iteration 42Q: 3 clusters Score -1422310 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1422321.125000 Penalty: 3091.087402
	Iteration 43Q: 3 clusters Score -1422321 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1422336.375000 Penalty: 3091.087402
	Iteration 44Q: 3 clusters Score -1422336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1422344.875000 Penalty: 3091.087402
	Iteration 45Q: 3 clusters Score -1422345 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1422352.750000 Penalty: 3091.087402
	Iteration 46Q: 3 clusters Score -1422353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1422361.500000 Penalty: 3091.087402
	Iteration 47Q: 3 clusters Score -1422362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1422367.500000 Penalty: 3091.087402
	Iteration 48Q: 3 clusters Score -1422368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1422372.000000 Penalty: 3091.087402
	Iteration 49Q: 3 clusters Score -1422372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1422376.625000 Penalty: 3091.087402
	Iteration 50Q: 3 clusters Score -1422377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1422380.000000 Penalty: 3091.087402
	Iteration 51Q: 3 clusters Score -1422380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1422384.875000 Penalty: 3091.087402
	Iteration 52Q: 3 clusters Score -1422385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1422387.125000 Penalty: 3091.087402
	Iteration 53Q: 3 clusters Score -1422387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1422384.250000 Penalty: 3091.087402
	Iteration 54Q: 3 clusters Score -1422384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1422385.750000 Penalty: 3091.087402
	Iteration 55Q: 3 clusters Score -1422386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1422386.500000 Penalty: 3091.087402
	Iteration 56Q: 3 clusters Score -1422386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1422387.250000 Penalty: 3091.087402
	Iteration 57Q: 3 clusters Score -1422387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1422387.875000 Penalty: 3091.087402
	Iteration 58Q: 3 clusters Score -1422388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1422390.875000 Penalty: 3091.087402
	Iteration 59Q: 3 clusters Score -1422391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1422388.125000 Penalty: 3091.087402
	Iteration 60F: 3 clusters Score -1422388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1422396.000000 Penalty: 3091.087402
	Iteration 61Q: 3 clusters Score -1422396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1422395.750000 Penalty: 3091.087402
	Iteration 62Q: 3 clusters Score -1422396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1422395.375000 Penalty: 3091.087402
	Iteration 63Q: 3 clusters Score -1422395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1422395.375000 Penalty: 3091.087402
	Iteration 64F: 3 clusters Score -1422395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Entering Unmasked Estep 
Score: -3369649.250000 Penalty: 1683.807617
	Iteration 0F: 2 clusters Score -3369649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -3348386.000000 Penalty: 3367.615234
	Iteration 0F: 3 clusters Score -3348386 nChanged 14677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -3356698.500000 Penalty: 3367.615234
	Iteration 1F: 3 clusters Score -3356698 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -3357349.500000 Penalty: 3367.615234
	Iteration 2Q: 3 clusters Score -3357350 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -3358160.750000 Penalty: 3367.615234
	Iteration 3F: 3 clusters Score -3358161 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -3359099.250000 Penalty: 3367.615234
	Iteration 4F: 3 clusters Score -3359099 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -3360230.000000 Penalty: 3367.615234
	Iteration 5F: 3 clusters Score -3360230 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3361598.750000 Penalty: 3367.615234
	Iteration 6F: 3 clusters Score -3361599 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -3363023.000000 Penalty: 3367.615234
	Iteration 7F: 3 clusters Score -3363023 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -3364441.000000 Penalty: 3367.615234
	Iteration 8F: 3 clusters Score -3364441 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -3365623.500000 Penalty: 3367.615234
	Iteration 9F: 3 clusters Score -3365624 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -3366395.250000 Penalty: 3367.615234
	Iteration 10Q: 3 clusters Score -3366395 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -3366846.000000 Penalty: 3367.615234
	Iteration 11Q: 3 clusters Score -3366846 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -3367074.750000 Penalty: 3367.615234
	Iteration 12Q: 3 clusters Score -3367075 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -3367224.500000 Penalty: 3367.615234
	Iteration 13Q: 3 clusters Score -3367224 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -3367311.000000 Penalty: 3367.615234
	Iteration 14Q: 3 clusters Score -3367311 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -3367356.000000 Penalty: 3367.615234
	Iteration 15Q: 3 clusters Score -3367356 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -3367392.250000 Penalty: 3367.615234
	Iteration 16Q: 3 clusters Score -3367392 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -3367413.250000 Penalty: 3367.615234
	Iteration 17Q: 3 clusters Score -3367413 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -3367428.250000 Penalty: 3367.615234
	Iteration 18Q: 3 clusters Score -3367428 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -3367432.000000 Penalty: 3367.615234
	Iteration 19Q: 3 clusters Score -3367432 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -3367459.000000 Penalty: 3367.615234
	Iteration 20F: 3 clusters Score -3367459 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -3367478.000000 Penalty: 3367.615234
	Iteration 21Q: 3 clusters Score -3367478 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -3367478.250000 Penalty: 3367.615234
	Iteration 22Q: 3 clusters Score -3367478 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -3367496.750000 Penalty: 3367.615234
	Iteration 23Q: 3 clusters Score -3367497 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -3367500.750000 Penalty: 3367.615234
	Iteration 24Q: 3 clusters Score -3367501 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -3367509.250000 Penalty: 3367.615234
	Iteration 25Q: 3 clusters Score -3367509 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -3367522.250000 Penalty: 3367.615234
	Iteration 26Q: 3 clusters Score -3367522 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -3367522.500000 Penalty: 3367.615234
	Iteration 27Q: 3 clusters Score -3367522 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -3367539.250000 Penalty: 3367.615234
	Iteration 28Q: 3 clusters Score -3367539 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -3367530.250000 Penalty: 3367.615234
	Iteration 29Q: 3 clusters Score -3367530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -3367547.500000 Penalty: 3367.615234
	Iteration 30Q: 3 clusters Score -3367548 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -3367558.750000 Penalty: 3367.615234
	Iteration 31Q: 3 clusters Score -3367559 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -3367566.250000 Penalty: 3367.615234
	Iteration 32Q: 3 clusters Score -3367566 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -3367572.750000 Penalty: 3367.615234
	Iteration 33Q: 3 clusters Score -3367573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -3367570.750000 Penalty: 3367.615234
	Iteration 34Q: 3 clusters Score -3367571 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -3367573.000000 Penalty: 3367.615234
	Iteration 35Q: 3 clusters Score -3367573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -3367570.750000 Penalty: 3367.615234
	Iteration 36Q: 3 clusters Score -3367571 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -3367575.500000 Penalty: 3367.615234
	Iteration 37Q: 3 clusters Score -3367576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -3367575.250000 Penalty: 3367.615234
	Iteration 38Q: 3 clusters Score -3367575 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -3367580.250000 Penalty: 3367.615234
	Iteration 39Q: 3 clusters Score -3367580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -3367571.750000 Penalty: 3367.615234
	Iteration 40F: 3 clusters Score -3367572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -3367568.000000 Penalty: 3367.615234
	Iteration 41Q: 3 clusters Score -3367568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -3367564.000000 Penalty: 3367.615234
	Iteration 42Q: 3 clusters Score -3367564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -3367563.500000 Penalty: 3367.615234
	Iteration 43Q: 3 clusters Score -3367564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -3367568.250000 Penalty: 3367.615234
	Iteration 44Q: 3 clusters Score -3367568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -3367567.750000 Penalty: 3367.615234
	Iteration 45Q: 3 clusters Score -3367568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -3367563.000000 Penalty: 3367.615234
	Iteration 46Q: 3 clusters Score -3367563 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -3367571.250000 Penalty: 3367.615234
	Iteration 47Q: 3 clusters Score -3367571 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -3367569.000000 Penalty: 3367.615234
	Iteration 48Q: 3 clusters Score -3367569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -3367581.000000 Penalty: 3367.615234
	Iteration 49Q: 3 clusters Score -3367581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -3367581.250000 Penalty: 3367.615234
	Iteration 50Q: 3 clusters Score -3367581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -3367580.000000 Penalty: 3367.615234
	Iteration 51Q: 3 clusters Score -3367580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -3367575.500000 Penalty: 3367.615234
	Iteration 52Q: 3 clusters Score -3367576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -3367576.000000 Penalty: 3367.615234
	Iteration 53Q: 3 clusters Score -3367576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -3367582.000000 Penalty: 3367.615234
	Iteration 54Q: 3 clusters Score -3367582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -3367583.000000 Penalty: 3367.615234
	Iteration 55Q: 3 clusters Score -3367583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -3367582.250000 Penalty: 3367.615234
	Iteration 56Q: 3 clusters Score -3367582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -3367590.250000 Penalty: 3367.615234
	Iteration 57Q: 3 clusters Score -3367590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -3367591.500000 Penalty: 3367.615234
	Iteration 58Q: 3 clusters Score -3367592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -3367593.500000 Penalty: 3367.615234
	Iteration 59Q: 3 clusters Score -3367594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -3367592.250000 Penalty: 3367.615234
	Iteration 60F: 3 clusters Score -3367592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -3367590.000000 Penalty: 3367.615234
	Iteration 61Q: 3 clusters Score -3367590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -3367593.250000 Penalty: 3367.615234
	Iteration 62Q: 3 clusters Score -3367593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -3367591.250000 Penalty: 3367.615234
	Iteration 63Q: 3 clusters Score -3367591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -3367591.250000 Penalty: 3367.615234
	Iteration 64Q: 3 clusters Score -3367591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -3367591.000000 Penalty: 3367.615234
	Iteration 65Q: 3 clusters Score -3367591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -3367587.000000 Penalty: 3367.615234
	Iteration 66Q: 3 clusters Score -3367587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -3367589.500000 Penalty: 3367.615234
	Iteration 67Q: 3 clusters Score -3367590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -3367592.250000 Penalty: 3367.615234
	Iteration 68Q: 3 clusters Score -3367592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -3367592.000000 Penalty: 3367.615234
	Iteration 69Q: 3 clusters Score -3367592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -3367588.750000 Penalty: 3367.615234
	Iteration 70Q: 3 clusters Score -3367589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -3367588.500000 Penalty: 3367.615234
	Iteration 71Q: 3 clusters Score -3367588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -3367586.500000 Penalty: 3367.615234
	Iteration 72Q: 3 clusters Score -3367586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -3367590.500000 Penalty: 3367.615234
	Iteration 73Q: 3 clusters Score -3367590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -3367587.500000 Penalty: 3367.615234
	Iteration 74Q: 3 clusters Score -3367588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -3367587.500000 Penalty: 3367.615234
	Iteration 75Q: 3 clusters Score -3367588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -3367595.250000 Penalty: 3367.615234
	Iteration 76Q: 3 clusters Score -3367595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -3367593.750000 Penalty: 3367.615234
	Iteration 77Q: 3 clusters Score -3367594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -3367604.750000 Penalty: 3367.615234
	Iteration 78Q: 3 clusters Score -3367605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -3367609.750000 Penalty: 3367.615234
	Iteration 79Q: 3 clusters Score -3367610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -3367603.250000 Penalty: 3367.615234
	Iteration 80F: 3 clusters Score -3367603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -3367604.500000 Penalty: 3367.615234
	Iteration 81Q: 3 clusters Score -3367604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -3367602.000000 Penalty: 3367.615234
	Iteration 82Q: 3 clusters Score -3367602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -3367601.250000 Penalty: 3367.615234
	Iteration 83Q: 3 clusters Score -3367601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -3367604.500000 Penalty: 3367.615234
	Iteration 84Q: 3 clusters Score -3367604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -3367605.500000 Penalty: 3367.615234
	Iteration 85Q: 3 clusters Score -3367606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -3367606.250000 Penalty: 3367.615234
	Iteration 86Q: 3 clusters Score -3367606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -3367602.000000 Penalty: 3367.615234
	Iteration 87Q: 3 clusters Score -3367602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -3367600.250000 Penalty: 3367.615234
	Iteration 88Q: 3 clusters Score -3367600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -3367595.250000 Penalty: 3367.615234
	Iteration 89Q: 3 clusters Score -3367595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -3367599.000000 Penalty: 3367.615234
	Iteration 90Q: 3 clusters Score -3367599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -3367599.250000 Penalty: 3367.615234
	Iteration 91Q: 3 clusters Score -3367599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -3367600.000000 Penalty: 3367.615234
	Iteration 92Q: 3 clusters Score -3367600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -3367597.750000 Penalty: 3367.615234
	Iteration 93Q: 3 clusters Score -3367598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -3367599.000000 Penalty: 3367.615234
	Iteration 94Q: 3 clusters Score -3367599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -3367598.000000 Penalty: 3367.615234
	Iteration 95Q: 3 clusters Score -3367598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -3367597.250000 Penalty: 3367.615234
	Iteration 96Q: 3 clusters Score -3367597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -3367599.250000 Penalty: 3367.615234
	Iteration 97Q: 3 clusters Score -3367599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -3367598.250000 Penalty: 3367.615234
	Iteration 98Q: 3 clusters Score -3367598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -3367595.750000 Penalty: 3367.615234
	Iteration 99Q: 3 clusters Score -3367596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -3367596.000000 Penalty: 3367.615234
	Iteration 100F: 3 clusters Score -3367596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -3367597.500000 Penalty: 3367.615234
	Iteration 101Q: 3 clusters Score -3367598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -3367599.000000 Penalty: 3367.615234
	Iteration 102Q: 3 clusters Score -3367599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -3367599.000000 Penalty: 3367.615234
	Iteration 103F: 3 clusters Score -3367599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Entering Unmasked Estep 
Score: -655100.437500 Penalty: 1420.901611
	Iteration 0F: 2 clusters Score -655100.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -650286.375000 Penalty: 2841.803223
	Iteration 0F: 3 clusters Score -650286.4 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -651697.625000 Penalty: 2841.803223
	Iteration 1F: 3 clusters Score -651697.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -651928.812500 Penalty: 2841.803223
	Iteration 2F: 3 clusters Score -651928.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -652109.500000 Penalty: 2841.803223
	Iteration 3F: 3 clusters Score -652109.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -652286.875000 Penalty: 2841.803223
	Iteration 4Q: 3 clusters Score -652286.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -652423.187500 Penalty: 2841.803223
	Iteration 5Q: 3 clusters Score -652423.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -652570.875000 Penalty: 2841.803223
	Iteration 6Q: 3 clusters Score -652570.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -652729.437500 Penalty: 2841.803223
	Iteration 7Q: 3 clusters Score -652729.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -652911.250000 Penalty: 2841.803223
	Iteration 8Q: 3 clusters Score -652911.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -653110.437500 Penalty: 2841.803223
	Iteration 9Q: 3 clusters Score -653110.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -653293.250000 Penalty: 2841.803223
	Iteration 10Q: 3 clusters Score -653293.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -653466.250000 Penalty: 2841.803223
	Iteration 11Q: 3 clusters Score -653466.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -653606.937500 Penalty: 2841.803223
	Iteration 12Q: 3 clusters Score -653606.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -653711.875000 Penalty: 2841.803223
	Iteration 13Q: 3 clusters Score -653711.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -653776.000000 Penalty: 2841.803223
	Iteration 14Q: 3 clusters Score -653776 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -653819.000000 Penalty: 2841.803223
	Iteration 15Q: 3 clusters Score -653819 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -653838.000000 Penalty: 2841.803223
	Iteration 16Q: 3 clusters Score -653838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -653853.875000 Penalty: 2841.803223
	Iteration 17Q: 3 clusters Score -653853.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -653869.875000 Penalty: 2841.803223
	Iteration 18Q: 3 clusters Score -653869.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -653884.812500 Penalty: 2841.803223
	Iteration 19Q: 3 clusters Score -653884.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -653895.250000 Penalty: 2841.803223
	Iteration 20F: 3 clusters Score -653895.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -653914.187500 Penalty: 2841.803223
	Iteration 21Q: 3 clusters Score -653914.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -653926.562500 Penalty: 2841.803223
	Iteration 22Q: 3 clusters Score -653926.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -653947.500000 Penalty: 2841.803223
	Iteration 23Q: 3 clusters Score -653947.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -653958.187500 Penalty: 2841.803223
	Iteration 24Q: 3 clusters Score -653958.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -653966.375000 Penalty: 2841.803223
	Iteration 25Q: 3 clusters Score -653966.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -653973.062500 Penalty: 2841.803223
	Iteration 26Q: 3 clusters Score -653973.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -653976.625000 Penalty: 2841.803223
	Iteration 27Q: 3 clusters Score -653976.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -653979.500000 Penalty: 2841.803223
	Iteration 28Q: 3 clusters Score -653979.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -653984.062500 Penalty: 2841.803223
	Iteration 29Q: 3 clusters Score -653984.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -653988.187500 Penalty: 2841.803223
	Iteration 30Q: 3 clusters Score -653988.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -653991.125000 Penalty: 2841.803223
	Iteration 31Q: 3 clusters Score -653991.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -653997.625000 Penalty: 2841.803223
	Iteration 32Q: 3 clusters Score -653997.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -653999.437500 Penalty: 2841.803223
	Iteration 33Q: 3 clusters Score -653999.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -654000.375000 Penalty: 2841.803223
	Iteration 34Q: 3 clusters Score -654000.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -654001.437500 Penalty: 2841.803223
	Iteration 35Q: 3 clusters Score -654001.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -654003.312500 Penalty: 2841.803223
	Iteration 36Q: 3 clusters Score -654003.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -654004.875000 Penalty: 2841.803223
	Iteration 37Q: 3 clusters Score -654004.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -654005.812500 Penalty: 2841.803223
	Iteration 38Q: 3 clusters Score -654005.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -654005.687500 Penalty: 2841.803223
	Iteration 39Q: 3 clusters Score -654005.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -654006.562500 Penalty: 2841.803223
	Iteration 40F: 3 clusters Score -654006.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -654007.125000 Penalty: 2841.803223
	Iteration 41Q: 3 clusters Score -654007.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -654008.500000 Penalty: 2841.803223
	Iteration 42Q: 3 clusters Score -654008.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -654009.500000 Penalty: 2841.803223
	Iteration 43Q: 3 clusters Score -654009.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -654010.062500 Penalty: 2841.803223
	Iteration 44Q: 3 clusters Score -654010.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -654010.625000 Penalty: 2841.803223
	Iteration 45Q: 3 clusters Score -654010.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -654011.500000 Penalty: 2841.803223
	Iteration 46Q: 3 clusters Score -654011.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -654012.375000 Penalty: 2841.803223
	Iteration 47Q: 3 clusters Score -654012.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -654012.812500 Penalty: 2841.803223
	Iteration 48Q: 3 clusters Score -654012.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -654012.812500 Penalty: 2841.803223
	Iteration 49F: 3 clusters Score -654012.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Entering Unmasked Estep 
Score: -1929962.375000 Penalty: 1597.567627
	Iteration 0F: 2 clusters Score -1929962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1917282.625000 Penalty: 3195.135254
	Iteration 0F: 3 clusters Score -1917283 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1922126.750000 Penalty: 3195.135254
	Iteration 1F: 3 clusters Score -1922127 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1922739.750000 Penalty: 3195.135254
	Iteration 2F: 3 clusters Score -1922740 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1923344.500000 Penalty: 3195.135254
	Iteration 3F: 3 clusters Score -1923344 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1923986.250000 Penalty: 3195.135254
	Iteration 4F: 3 clusters Score -1923986 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1924668.750000 Penalty: 3195.135254
	Iteration 5F: 3 clusters Score -1924669 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1925472.250000 Penalty: 3195.135254
	Iteration 6F: 3 clusters Score -1925472 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1926340.750000 Penalty: 3195.135254
	Iteration 7F: 3 clusters Score -1926341 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1927057.500000 Penalty: 3195.135254
	Iteration 8Q: 3 clusters Score -1927058 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1927500.500000 Penalty: 3195.135254
	Iteration 9Q: 3 clusters Score -1927500 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1927822.000000 Penalty: 3195.135254
	Iteration 10Q: 3 clusters Score -1927822 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1928058.500000 Penalty: 3195.135254
	Iteration 11Q: 3 clusters Score -1928058 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1928242.875000 Penalty: 3195.135254
	Iteration 12Q: 3 clusters Score -1928243 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1928397.625000 Penalty: 3195.135254
	Iteration 13Q: 3 clusters Score -1928398 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1928554.250000 Penalty: 3195.135254
	Iteration 14Q: 3 clusters Score -1928554 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1928713.250000 Penalty: 3195.135254
	Iteration 15Q: 3 clusters Score -1928713 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1928836.375000 Penalty: 3195.135254
	Iteration 16Q: 3 clusters Score -1928836 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1928966.000000 Penalty: 3195.135254
	Iteration 17Q: 3 clusters Score -1928966 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1929083.250000 Penalty: 3195.135254
	Iteration 18Q: 3 clusters Score -1929083 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1929157.250000 Penalty: 3195.135254
	Iteration 19Q: 3 clusters Score -1929157 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1929219.125000 Penalty: 3195.135254
	Iteration 20F: 3 clusters Score -1929219 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1929280.625000 Penalty: 3195.135254
	Iteration 21Q: 3 clusters Score -1929281 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1929332.000000 Penalty: 3195.135254
	Iteration 22Q: 3 clusters Score -1929332 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1929363.000000 Penalty: 3195.135254
	Iteration 23Q: 3 clusters Score -1929363 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1929390.625000 Penalty: 3195.135254
	Iteration 24Q: 3 clusters Score -1929391 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1929415.125000 Penalty: 3195.135254
	Iteration 25Q: 3 clusters Score -1929415 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1929439.625000 Penalty: 3195.135254
	Iteration 26Q: 3 clusters Score -1929440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1929444.375000 Penalty: 3195.135254
	Iteration 27Q: 3 clusters Score -1929444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1929446.750000 Penalty: 3195.135254
	Iteration 28Q: 3 clusters Score -1929447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1929454.375000 Penalty: 3195.135254
	Iteration 29Q: 3 clusters Score -1929454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1929456.375000 Penalty: 3195.135254
	Iteration 30Q: 3 clusters Score -1929456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1929466.250000 Penalty: 3195.135254
	Iteration 31Q: 3 clusters Score -1929466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1929471.375000 Penalty: 3195.135254
	Iteration 32Q: 3 clusters Score -1929471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1929482.000000 Penalty: 3195.135254
	Iteration 33Q: 3 clusters Score -1929482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1929490.625000 Penalty: 3195.135254
	Iteration 34Q: 3 clusters Score -1929491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1929498.875000 Penalty: 3195.135254
	Iteration 35Q: 3 clusters Score -1929499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1929500.750000 Penalty: 3195.135254
	Iteration 36Q: 3 clusters Score -1929501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1929503.250000 Penalty: 3195.135254
	Iteration 37Q: 3 clusters Score -1929503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1929506.125000 Penalty: 3195.135254
	Iteration 38Q: 3 clusters Score -1929506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1929509.750000 Penalty: 3195.135254
	Iteration 39Q: 3 clusters Score -1929510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1929513.500000 Penalty: 3195.135254
	Iteration 40F: 3 clusters Score -1929514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1929519.625000 Penalty: 3195.135254
	Iteration 41Q: 3 clusters Score -1929520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1929523.250000 Penalty: 3195.135254
	Iteration 42Q: 3 clusters Score -1929523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1929523.750000 Penalty: 3195.135254
	Iteration 43Q: 3 clusters Score -1929524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1929527.375000 Penalty: 3195.135254
	Iteration 44Q: 3 clusters Score -1929527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1929533.250000 Penalty: 3195.135254
	Iteration 45Q: 3 clusters Score -1929533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1929539.625000 Penalty: 3195.135254
	Iteration 46Q: 3 clusters Score -1929540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1929545.625000 Penalty: 3195.135254
	Iteration 47Q: 3 clusters Score -1929546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1929553.500000 Penalty: 3195.135254
	Iteration 48Q: 3 clusters Score -1929554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1929559.000000 Penalty: 3195.135254
	Iteration 49Q: 3 clusters Score -1929559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1929567.000000 Penalty: 3195.135254
	Iteration 50Q: 3 clusters Score -1929567 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1929578.000000 Penalty: 3195.135254
	Iteration 51Q: 3 clusters Score -1929578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1929587.875000 Penalty: 3195.135254
	Iteration 52Q: 3 clusters Score -1929588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1929599.250000 Penalty: 3195.135254
	Iteration 53Q: 3 clusters Score -1929599 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1929609.625000 Penalty: 3195.135254
	Iteration 54Q: 3 clusters Score -1929610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1929629.500000 Penalty: 3195.135254
	Iteration 55Q: 3 clusters Score -1929630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1929643.750000 Penalty: 3195.135254
	Iteration 56Q: 3 clusters Score -1929644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1929648.125000 Penalty: 3195.135254
	Iteration 57Q: 3 clusters Score -1929648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1929656.375000 Penalty: 3195.135254
	Iteration 58Q: 3 clusters Score -1929656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1929658.875000 Penalty: 3195.135254
	Iteration 59Q: 3 clusters Score -1929659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1929667.000000 Penalty: 3195.135254
	Iteration 60F: 3 clusters Score -1929667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1929677.250000 Penalty: 3195.135254
	Iteration 61Q: 3 clusters Score -1929677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1929686.750000 Penalty: 3195.135254
	Iteration 62Q: 3 clusters Score -1929687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1929694.000000 Penalty: 3195.135254
	Iteration 63Q: 3 clusters Score -1929694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1929696.125000 Penalty: 3195.135254
	Iteration 64Q: 3 clusters Score -1929696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1929699.250000 Penalty: 3195.135254
	Iteration 65Q: 3 clusters Score -1929699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1929701.250000 Penalty: 3195.135254
	Iteration 66Q: 3 clusters Score -1929701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1929701.875000 Penalty: 3195.135254
	Iteration 67Q: 3 clusters Score -1929702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1929706.375000 Penalty: 3195.135254
	Iteration 68Q: 3 clusters Score -1929706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1929710.250000 Penalty: 3195.135254
	Iteration 69Q: 3 clusters Score -1929710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1929712.250000 Penalty: 3195.135254
	Iteration 70Q: 3 clusters Score -1929712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1929718.125000 Penalty: 3195.135254
	Iteration 71Q: 3 clusters Score -1929718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1929719.000000 Penalty: 3195.135254
	Iteration 72Q: 3 clusters Score -1929719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1929723.125000 Penalty: 3195.135254
	Iteration 73Q: 3 clusters Score -1929723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1929719.875000 Penalty: 3195.135254
	Iteration 74Q: 3 clusters Score -1929720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1929720.750000 Penalty: 3195.135254
	Iteration 75Q: 3 clusters Score -1929721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1929723.625000 Penalty: 3195.135254
	Iteration 76Q: 3 clusters Score -1929724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1929721.250000 Penalty: 3195.135254
	Iteration 77Q: 3 clusters Score -1929721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1929719.875000 Penalty: 3195.135254
	Iteration 78Q: 3 clusters Score -1929720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1929719.250000 Penalty: 3195.135254
	Iteration 79Q: 3 clusters Score -1929719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1929721.750000 Penalty: 3195.135254
	Iteration 80F: 3 clusters Score -1929722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1929721.625000 Penalty: 3195.135254
	Iteration 81Q: 3 clusters Score -1929722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1929720.750000 Penalty: 3195.135254
	Iteration 82Q: 3 clusters Score -1929721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1929720.750000 Penalty: 3195.135254
	Iteration 83F: 3 clusters Score -1929721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Entering Unmasked Estep 
Score: -534483.750000 Penalty: 1390.479614
	Iteration 0F: 2 clusters Score -534483.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -530357.687500 Penalty: 2780.959229
	Iteration 0F: 3 clusters Score -530357.7 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -531551.187500 Penalty: 2780.959229
	Iteration 1F: 3 clusters Score -531551.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -531901.937500 Penalty: 2780.959229
	Iteration 2F: 3 clusters Score -531901.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -532298.000000 Penalty: 2780.959229
	Iteration 3F: 3 clusters Score -532298 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -532704.250000 Penalty: 2780.959229
	Iteration 4F: 3 clusters Score -532704.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -533070.562500 Penalty: 2780.959229
	Iteration 5F: 3 clusters Score -533070.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -533395.562500 Penalty: 2780.959229
	Iteration 6F: 3 clusters Score -533395.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -533684.312500 Penalty: 2780.959229
	Iteration 7F: 3 clusters Score -533684.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -533866.125000 Penalty: 2780.959229
	Iteration 8Q: 3 clusters Score -533866.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -533982.750000 Penalty: 2780.959229
	Iteration 9Q: 3 clusters Score -533982.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -534074.250000 Penalty: 2780.959229
	Iteration 10Q: 3 clusters Score -534074.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -534166.937500 Penalty: 2780.959229
	Iteration 11Q: 3 clusters Score -534166.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -534267.125000 Penalty: 2780.959229
	Iteration 12Q: 3 clusters Score -534267.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -534395.687500 Penalty: 2780.959229
	Iteration 13Q: 3 clusters Score -534395.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -534494.062500 Penalty: 2780.959229
	Iteration 14Q: 3 clusters Score -534494.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -534537.437500 Penalty: 2780.959229
	Iteration 15Q: 3 clusters Score -534537.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -534549.750000 Penalty: 2780.959229
	Iteration 16Q: 3 clusters Score -534549.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -534555.437500 Penalty: 2780.959229
	Iteration 17Q: 3 clusters Score -534555.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -534557.500000 Penalty: 2780.959229
	Iteration 18Q: 3 clusters Score -534557.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -534559.125000 Penalty: 2780.959229
	Iteration 19Q: 3 clusters Score -534559.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -534560.500000 Penalty: 2780.959229
	Iteration 20F: 3 clusters Score -534560.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -534563.062500 Penalty: 2780.959229
	Iteration 21Q: 3 clusters Score -534563.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -534563.875000 Penalty: 2780.959229
	Iteration 22Q: 3 clusters Score -534563.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -534564.437500 Penalty: 2780.959229
	Iteration 23Q: 3 clusters Score -534564.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -534563.875000 Penalty: 2780.959229
	Iteration 24Q: 3 clusters Score -534563.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -534563.875000 Penalty: 2780.959229
	Iteration 25F: 3 clusters Score -534563.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 823 members 
Mstep: Class 3 contains 10597 members 
Mstep: Class 4 contains 13996 members 
Mstep: Class 5 contains 37869 members 
Mstep: Class 6 contains 2402 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128247 members 
Mstep: Class 10 contains 24506 members 
Mstep: Class 11 contains 2312 members 
Mstep: Class 12 contains 6150 members 
Mstep: Class 13 contains 32763 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13508 members 
Mstep: Class 16 contains 31631 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 18605 members 
Mstep: Class 19 contains 2089 members 
Mstep: Class 20 contains 152 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 174427 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 18301 members 
Mstep: Class 27 contains 43314 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 691 members 
Mstep: Class 30 contains 549 members 
Mstep: Class 31 contains 3113 members 
Entering Unmasked Estep 
Score: -65952352.000000 Penalty: 67358.195312
Splitting cluster 19 changes total score from -65952988.000000 to -65952352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -10835.454102 Penalty: 816.380554
	Iteration 0F: 2 clusters Score -10835.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10247.212891 Penalty: 1632.761108
	Iteration 0F: 3 clusters Score -10247.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10302.222656 Penalty: 1632.761108
	Iteration 1F: 3 clusters Score -10302.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10494.098633 Penalty: 1632.761108
	Iteration 2F: 3 clusters Score -10494.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10581.871094 Penalty: 1632.761108
	Iteration 3F: 3 clusters Score -10581.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10617.803711 Penalty: 1632.761108
	Iteration 4Q: 3 clusters Score -10617.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10650.275391 Penalty: 1632.761108
	Iteration 5Q: 3 clusters Score -10650.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10679.661133 Penalty: 1632.761108
	Iteration 6Q: 3 clusters Score -10679.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10679.661133 Penalty: 1632.761108
	Iteration 7F: 3 clusters Score -10679.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Entering Unmasked Estep 
Score: -703525.375000 Penalty: 1431.966187
	Iteration 0F: 2 clusters Score -703525.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -698576.187500 Penalty: 2863.932373
	Iteration 0F: 3 clusters Score -698576.2 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -700066.187500 Penalty: 2863.932373
	Iteration 1F: 3 clusters Score -700066.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -700274.062500 Penalty: 2863.932373
	Iteration 2F: 3 clusters Score -700274.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -700451.000000 Penalty: 2863.932373
	Iteration 3F: 3 clusters Score -700451 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -700598.937500 Penalty: 2863.932373
	Iteration 4Q: 3 clusters Score -700598.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -700762.437500 Penalty: 2863.932373
	Iteration 5Q: 3 clusters Score -700762.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -700978.500000 Penalty: 2863.932373
	Iteration 6Q: 3 clusters Score -700978.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -701195.687500 Penalty: 2863.932373
	Iteration 7Q: 3 clusters Score -701195.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -701390.187500 Penalty: 2863.932373
	Iteration 8Q: 3 clusters Score -701390.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -701585.187500 Penalty: 2863.932373
	Iteration 9Q: 3 clusters Score -701585.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -701771.500000 Penalty: 2863.932373
	Iteration 10Q: 3 clusters Score -701771.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -701921.125000 Penalty: 2863.932373
	Iteration 11Q: 3 clusters Score -701921.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -702013.812500 Penalty: 2863.932373
	Iteration 12Q: 3 clusters Score -702013.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -702068.500000 Penalty: 2863.932373
	Iteration 13Q: 3 clusters Score -702068.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -702115.312500 Penalty: 2863.932373
	Iteration 14Q: 3 clusters Score -702115.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -702164.375000 Penalty: 2863.932373
	Iteration 15Q: 3 clusters Score -702164.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -702195.062500 Penalty: 2863.932373
	Iteration 16Q: 3 clusters Score -702195.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -702216.250000 Penalty: 2863.932373
	Iteration 17Q: 3 clusters Score -702216.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -702231.125000 Penalty: 2863.932373
	Iteration 18Q: 3 clusters Score -702231.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -702243.937500 Penalty: 2863.932373
	Iteration 19Q: 3 clusters Score -702243.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -702253.000000 Penalty: 2863.932373
	Iteration 20F: 3 clusters Score -702253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -702254.875000 Penalty: 2863.932373
	Iteration 21Q: 3 clusters Score -702254.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -702258.000000 Penalty: 2863.932373
	Iteration 22Q: 3 clusters Score -702258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -702264.000000 Penalty: 2863.932373
	Iteration 23Q: 3 clusters Score -702264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -702265.750000 Penalty: 2863.932373
	Iteration 24Q: 3 clusters Score -702265.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -702269.562500 Penalty: 2863.932373
	Iteration 25Q: 3 clusters Score -702269.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -702275.000000 Penalty: 2863.932373
	Iteration 26Q: 3 clusters Score -702275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -702281.250000 Penalty: 2863.932373
	Iteration 27Q: 3 clusters Score -702281.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -702283.500000 Penalty: 2863.932373
	Iteration 28Q: 3 clusters Score -702283.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -702286.625000 Penalty: 2863.932373
	Iteration 29Q: 3 clusters Score -702286.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -702290.000000 Penalty: 2863.932373
	Iteration 30Q: 3 clusters Score -702290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -702294.312500 Penalty: 2863.932373
	Iteration 31Q: 3 clusters Score -702294.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -702296.937500 Penalty: 2863.932373
	Iteration 32Q: 3 clusters Score -702296.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -702301.937500 Penalty: 2863.932373
	Iteration 33Q: 3 clusters Score -702301.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -702304.125000 Penalty: 2863.932373
	Iteration 34Q: 3 clusters Score -702304.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -702308.312500 Penalty: 2863.932373
	Iteration 35Q: 3 clusters Score -702308.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -702308.750000 Penalty: 2863.932373
	Iteration 36Q: 3 clusters Score -702308.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -702308.875000 Penalty: 2863.932373
	Iteration 37Q: 3 clusters Score -702308.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -702309.187500 Penalty: 2863.932373
	Iteration 38Q: 3 clusters Score -702309.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -702310.875000 Penalty: 2863.932373
	Iteration 39Q: 3 clusters Score -702310.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -702309.437500 Penalty: 2863.932373
	Iteration 40F: 3 clusters Score -702309.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -702310.062500 Penalty: 2863.932373
	Iteration 41Q: 3 clusters Score -702310.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -702309.687500 Penalty: 2863.932373
	Iteration 42Q: 3 clusters Score -702309.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -702310.812500 Penalty: 2863.932373
	Iteration 43Q: 3 clusters Score -702310.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -702313.125000 Penalty: 2863.932373
	Iteration 44Q: 3 clusters Score -702313.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -702315.312500 Penalty: 2863.932373
	Iteration 45Q: 3 clusters Score -702315.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -702319.875000 Penalty: 2863.932373
	Iteration 46Q: 3 clusters Score -702319.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -702321.937500 Penalty: 2863.932373
	Iteration 47Q: 3 clusters Score -702321.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -702323.937500 Penalty: 2863.932373
	Iteration 48Q: 3 clusters Score -702323.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -702326.437500 Penalty: 2863.932373
	Iteration 49Q: 3 clusters Score -702326.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -702329.812500 Penalty: 2863.932373
	Iteration 50Q: 3 clusters Score -702329.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -702333.000000 Penalty: 2863.932373
	Iteration 51Q: 3 clusters Score -702333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -702339.312500 Penalty: 2863.932373
	Iteration 52Q: 3 clusters Score -702339.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -702345.250000 Penalty: 2863.932373
	Iteration 53Q: 3 clusters Score -702345.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -702355.375000 Penalty: 2863.932373
	Iteration 54Q: 3 clusters Score -702355.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -702364.000000 Penalty: 2863.932373
	Iteration 55Q: 3 clusters Score -702364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -702373.125000 Penalty: 2863.932373
	Iteration 56Q: 3 clusters Score -702373.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -702383.125000 Penalty: 2863.932373
	Iteration 57Q: 3 clusters Score -702383.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -702391.125000 Penalty: 2863.932373
	Iteration 58Q: 3 clusters Score -702391.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -702406.625000 Penalty: 2863.932373
	Iteration 59Q: 3 clusters Score -702406.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -702431.500000 Penalty: 2863.932373
	Iteration 60F: 3 clusters Score -702431.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -702491.125000 Penalty: 2863.932373
	Iteration 61Q: 3 clusters Score -702491.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -702660.437500 Penalty: 2863.932373
	Iteration 62Q: 3 clusters Score -702660.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -702920.437500 Penalty: 2863.932373
	Iteration 63Q: 3 clusters Score -702920.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -703077.687500 Penalty: 2863.932373
	Iteration 64Q: 3 clusters Score -703077.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -703131.625000 Penalty: 2863.932373
	Iteration 65Q: 3 clusters Score -703131.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -703175.437500 Penalty: 2863.932373
	Iteration 66Q: 3 clusters Score -703175.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -703220.250000 Penalty: 2863.932373
	Iteration 67Q: 3 clusters Score -703220.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -703255.937500 Penalty: 2863.932373
	Iteration 68Q: 3 clusters Score -703255.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -703289.062500 Penalty: 2863.932373
	Iteration 69Q: 3 clusters Score -703289.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -703318.750000 Penalty: 2863.932373
	Iteration 70Q: 3 clusters Score -703318.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -703343.000000 Penalty: 2863.932373
	Iteration 71Q: 3 clusters Score -703343 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -703372.250000 Penalty: 2863.932373
	Iteration 72Q: 3 clusters Score -703372.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -703397.187500 Penalty: 2863.932373
	Iteration 73Q: 3 clusters Score -703397.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -703424.812500 Penalty: 2863.932373
	Iteration 74Q: 3 clusters Score -703424.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -703465.375000 Penalty: 2863.932373
	Iteration 75Q: 3 clusters Score -703465.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -703502.125000 Penalty: 2863.932373
	Iteration 76Q: 3 clusters Score -703502.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -703542.375000 Penalty: 2863.932373
	Iteration 77Q: 3 clusters Score -703542.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -703581.875000 Penalty: 2863.932373
	Iteration 78Q: 3 clusters Score -703581.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -703628.375000 Penalty: 2863.932373
	Iteration 79Q: 3 clusters Score -703628.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -703705.500000 Penalty: 2863.932373
	Iteration 80F: 3 clusters Score -703705.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -703773.937500 Penalty: 2863.932373
	Iteration 81Q: 3 clusters Score -703773.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -703846.375000 Penalty: 2863.932373
	Iteration 82Q: 3 clusters Score -703846.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -703937.000000 Penalty: 2863.932373
	Iteration 83Q: 3 clusters Score -703937 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -704038.812500 Penalty: 2863.932373
	Iteration 84Q: 3 clusters Score -704038.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -704150.000000 Penalty: 2863.932373
	Iteration 85Q: 3 clusters Score -704150 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -704282.000000 Penalty: 2863.932373
	Iteration 86Q: 3 clusters Score -704282 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -704390.562500 Penalty: 2863.932373
	Iteration 87Q: 3 clusters Score -704390.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -704485.812500 Penalty: 2863.932373
	Iteration 88Q: 3 clusters Score -704485.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -704585.250000 Penalty: 2863.932373
	Iteration 89Q: 3 clusters Score -704585.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -704703.625000 Penalty: 2863.932373
	Iteration 90Q: 3 clusters Score -704703.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -704792.187500 Penalty: 2863.932373
	Iteration 91Q: 3 clusters Score -704792.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -704888.125000 Penalty: 2863.932373
	Iteration 92Q: 3 clusters Score -704888.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -704966.625000 Penalty: 2863.932373
	Iteration 93Q: 3 clusters Score -704966.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -705019.937500 Penalty: 2863.932373
	Iteration 94Q: 3 clusters Score -705019.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -705054.062500 Penalty: 2863.932373
	Iteration 95Q: 3 clusters Score -705054.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -705084.437500 Penalty: 2863.932373
	Iteration 96Q: 3 clusters Score -705084.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -705100.750000 Penalty: 2863.932373
	Iteration 97Q: 3 clusters Score -705100.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -705107.500000 Penalty: 2863.932373
	Iteration 98Q: 3 clusters Score -705107.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -705133.125000 Penalty: 2863.932373
	Iteration 99Q: 3 clusters Score -705133.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -705217.812500 Penalty: 2863.932373
	Iteration 100F: 3 clusters Score -705217.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -705250.687500 Penalty: 2863.932373
	Iteration 101Q: 3 clusters Score -705250.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -705257.812500 Penalty: 2863.932373
	Iteration 102Q: 3 clusters Score -705257.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -705260.125000 Penalty: 2863.932373
	Iteration 103Q: 3 clusters Score -705260.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -705263.875000 Penalty: 2863.932373
	Iteration 104Q: 3 clusters Score -705263.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -705263.375000 Penalty: 2863.932373
	Iteration 105Q: 3 clusters Score -705263.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -705264.750000 Penalty: 2863.932373
	Iteration 106Q: 3 clusters Score -705264.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -705264.750000 Penalty: 2863.932373
	Iteration 107F: 3 clusters Score -705264.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 823 members 
Mstep: Class 3 contains 10597 members 
Mstep: Class 4 contains 13996 members 
Mstep: Class 5 contains 37869 members 
Mstep: Class 6 contains 2402 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128247 members 
Mstep: Class 10 contains 24506 members 
Mstep: Class 11 contains 2312 members 
Mstep: Class 12 contains 6150 members 
Mstep: Class 13 contains 32763 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13508 members 
Mstep: Class 16 contains 31631 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 18605 members 
Mstep: Class 19 contains 5202 members 
Mstep: Class 20 contains 152 members 
Mstep: Class 21 contains 3211 members 
Mstep: Class 22 contains 174427 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 18301 members 
Mstep: Class 27 contains 43314 members 
Mstep: Class 28 contains 515 members 
Mstep: Class 29 contains 691 members 
Mstep: Class 30 contains 549 members 
Mstep: Class 31 contains 3504 members 
Entering Unmasked Estep 
Score: -65954144.000000 Penalty: 67358.195312
Splitting cluster 21 changes total score from -65952988.000000 to -65954144.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 22 (174427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174427 members 
Entering Unmasked Estep 
Score: -18711578.000000 Penalty: 1961.255005
	Iteration 0F: 2 clusters Score -1.871158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86899 members 
Mstep: Class 2 contains 87528 members 
Entering Unmasked Estep 
Score: -18602272.000000 Penalty: 3922.510010
	Iteration 0F: 3 clusters Score -1.860227e+07 nChanged 84573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80804 members 
Mstep: Class 2 contains 93623 members 
Entering Unmasked Estep 
Score: -18652038.000000 Penalty: 3922.510010
	Iteration 1F: 3 clusters Score -1.865204e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76499 members 
Mstep: Class 2 contains 97928 members 
Entering Unmasked Estep 
Score: -18653742.000000 Penalty: 3922.510010
	Iteration 2Q: 3 clusters Score -1.865374e+07 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69447 members 
Mstep: Class 2 contains 104980 members 
Entering Unmasked Estep 
Score: -18657164.000000 Penalty: 3922.510010
	Iteration 3Q: 3 clusters Score -1.865716e+07 nChanged 11264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58839 members 
Mstep: Class 2 contains 115588 members 
Entering Unmasked Estep 
Score: -18663688.000000 Penalty: 3922.510010
	Iteration 4F: 3 clusters Score -1.866369e+07 nChanged 14840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 129984 members 
Entering Unmasked Estep 
Score: -18675460.000000 Penalty: 3922.510010
	Iteration 5F: 3 clusters Score -1.867546e+07 nChanged 16176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 145884 members 
Entering Unmasked Estep 
Score: -18690116.000000 Penalty: 3922.510010
	Iteration 6F: 3 clusters Score -1.869012e+07 nChanged 13212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 158898 members 
Entering Unmasked Estep 
Score: -18701266.000000 Penalty: 3922.510010
	Iteration 7F: 3 clusters Score -1.870127e+07 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 167034 members 
Entering Unmasked Estep 
Score: -18706404.000000 Penalty: 3922.510010
	Iteration 8Q: 3 clusters Score -1.87064e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 171185 members 
Entering Unmasked Estep 
Score: -18708436.000000 Penalty: 3922.510010
	Iteration 9Q: 3 clusters Score -1.870844e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 172989 members 
Entering Unmasked Estep 
Score: -18709272.000000 Penalty: 3922.510010
	Iteration 10Q: 3 clusters Score -1.870927e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 173646 members 
Entering Unmasked Estep 
Score: -18709562.000000 Penalty: 3922.510010
	Iteration 11Q: 3 clusters Score -1.870956e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 173902 members 
Entering Unmasked Estep 
Score: -18709710.000000 Penalty: 3922.510010
	Iteration 12Q: 3 clusters Score -1.870971e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 173985 members 
Entering Unmasked Estep 
Score: -18709822.000000 Penalty: 3922.510010
	Iteration 13Q: 3 clusters Score -1.870982e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 174011 members 
Entering Unmasked Estep 
Score: -18709882.000000 Penalty: 3922.510010
	Iteration 14Q: 3 clusters Score -1.870988e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 174030 members 
Entering Unmasked Estep 
Score: -18709916.000000 Penalty: 3922.510010
	Iteration 15Q: 3 clusters Score -1.870992e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 174050 members 
Entering Unmasked Estep 
Score: -18709958.000000 Penalty: 3922.510010
	Iteration 16Q: 3 clusters Score -1.870996e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 174054 members 
Entering Unmasked Estep 
Score: -18709986.000000 Penalty: 3922.510010
	Iteration 17Q: 3 clusters Score -1.870999e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 174051 members 
Entering Unmasked Estep 
Score: -18710002.000000 Penalty: 3922.510010
	Iteration 18Q: 3 clusters Score -1.871e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 174040 members 
Entering Unmasked Estep 
Score: -18710022.000000 Penalty: 3922.510010
	Iteration 19Q: 3 clusters Score -1.871002e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 174038 members 
Entering Unmasked Estep 
Score: -18710026.000000 Penalty: 3922.510010
	Iteration 20F: 3 clusters Score -1.871003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 174039 members 
Entering Unmasked Estep 
Score: -18710028.000000 Penalty: 3922.510010
	Iteration 21Q: 3 clusters Score -1.871003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 174041 members 
Entering Unmasked Estep 
Score: -18710030.000000 Penalty: 3922.510010
	Iteration 22Q: 3 clusters Score -1.871003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 174042 members 
Entering Unmasked Estep 
Score: -18710038.000000 Penalty: 3922.510010
	Iteration 23Q: 3 clusters Score -1.871004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 174044 members 
Entering Unmasked Estep 
Score: -18710052.000000 Penalty: 3922.510010
	Iteration 24Q: 3 clusters Score -1.871005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 174044 members 
Entering Unmasked Estep 
Score: -18710054.000000 Penalty: 3922.510010
	Iteration 25Q: 3 clusters Score -1.871005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 174044 members 
Entering Unmasked Estep 
Score: -18710060.000000 Penalty: 3922.510010
	Iteration 26Q: 3 clusters Score -1.871006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 174046 members 
Entering Unmasked Estep 
Score: -18710058.000000 Penalty: 3922.510010
	Iteration 27Q: 3 clusters Score -1.871006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 174050 members 
Entering Unmasked Estep 
Score: -18710070.000000 Penalty: 3922.510010
	Iteration 28Q: 3 clusters Score -1.871007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 174053 members 
Entering Unmasked Estep 
Score: -18710070.000000 Penalty: 3922.510010
	Iteration 29Q: 3 clusters Score -1.871007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 174053 members 
Entering Unmasked Estep 
Score: -18710064.000000 Penalty: 3922.510010
	Iteration 30Q: 3 clusters Score -1.871006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 174052 members 
Entering Unmasked Estep 
Score: -18710088.000000 Penalty: 3922.510010
	Iteration 31Q: 3 clusters Score -1.871009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 174052 members 
Entering Unmasked Estep 
Score: -18710098.000000 Penalty: 3922.510010
	Iteration 32Q: 3 clusters Score -1.87101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 174052 members 
Entering Unmasked Estep 
Score: -18710094.000000 Penalty: 3922.510010
	Iteration 33Q: 3 clusters Score -1.871009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 174050 members 
Entering Unmasked Estep 
Score: -18710102.000000 Penalty: 3922.510010
	Iteration 34Q: 3 clusters Score -1.87101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 174050 members 
Entering Unmasked Estep 
Score: -18710106.000000 Penalty: 3922.510010
	Iteration 35Q: 3 clusters Score -1.871011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 174051 members 
Entering Unmasked Estep 
Score: -18710114.000000 Penalty: 3922.510010
	Iteration 36Q: 3 clusters Score -1.871011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 174052 members 
Entering Unmasked Estep 
Score: -18710122.000000 Penalty: 3922.510010
	Iteration 37Q: 3 clusters Score -1.871012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 174054 members 
Entering Unmasked Estep 
Score: -18710122.000000 Penalty: 3922.510010
	Iteration 38Q: 3 clusters Score -1.871012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 174053 members 
Entering Unmasked Estep 
Score: -18710118.000000 Penalty: 3922.510010
	Iteration 39Q: 3 clusters Score -1.871012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 174052 members 
Entering Unmasked Estep 
Score: -18710112.000000 Penalty: 3922.510010
	Iteration 40F: 3 clusters Score -1.871011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 174050 members 
Entering Unmasked Estep 
Score: -18710118.000000 Penalty: 3922.510010
	Iteration 41Q: 3 clusters Score -1.871012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 174050 members 
Entering Unmasked Estep 
Score: -18710118.000000 Penalty: 3922.510010
	Iteration 42F: 3 clusters Score -1.871012e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Entering Unmasked Estep 
Score: -231647.500000 Penalty: 1259.754395
	Iteration 0F: 2 clusters Score -231647.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -229335.468750 Penalty: 2519.508789
	Iteration 0F: 3 clusters Score -229335.5 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -229890.500000 Penalty: 2519.508789
	Iteration 1F: 3 clusters Score -229890.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -230076.859375 Penalty: 2519.508789
	Iteration 2F: 3 clusters Score -230076.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -230261.109375 Penalty: 2519.508789
	Iteration 3F: 3 clusters Score -230261.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -230431.593750 Penalty: 2519.508789
	Iteration 4F: 3 clusters Score -230431.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -230602.328125 Penalty: 2519.508789
	Iteration 5F: 3 clusters Score -230602.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -230739.781250 Penalty: 2519.508789
	Iteration 6F: 3 clusters Score -230739.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -230835.265625 Penalty: 2519.508789
	Iteration 7Q: 3 clusters Score -230835.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -230897.109375 Penalty: 2519.508789
	Iteration 8Q: 3 clusters Score -230897.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -230929.421875 Penalty: 2519.508789
	Iteration 9Q: 3 clusters Score -230929.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -230957.390625 Penalty: 2519.508789
	Iteration 10Q: 3 clusters Score -230957.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -230976.656250 Penalty: 2519.508789
	Iteration 11Q: 3 clusters Score -230976.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -230988.921875 Penalty: 2519.508789
	Iteration 12Q: 3 clusters Score -230988.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -230999.843750 Penalty: 2519.508789
	Iteration 13Q: 3 clusters Score -230999.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -231009.125000 Penalty: 2519.508789
	Iteration 14Q: 3 clusters Score -231009.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -231017.312500 Penalty: 2519.508789
	Iteration 15Q: 3 clusters Score -231017.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -231024.703125 Penalty: 2519.508789
	Iteration 16Q: 3 clusters Score -231024.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -231035.156250 Penalty: 2519.508789
	Iteration 17Q: 3 clusters Score -231035.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -231041.140625 Penalty: 2519.508789
	Iteration 18Q: 3 clusters Score -231041.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -231045.656250 Penalty: 2519.508789
	Iteration 19Q: 3 clusters Score -231045.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -231047.015625 Penalty: 2519.508789
	Iteration 20F: 3 clusters Score -231047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -231048.343750 Penalty: 2519.508789
	Iteration 21Q: 3 clusters Score -231048.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -231049.781250 Penalty: 2519.508789
	Iteration 22Q: 3 clusters Score -231049.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -231050.296875 Penalty: 2519.508789
	Iteration 23Q: 3 clusters Score -231050.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -231050.906250 Penalty: 2519.508789
	Iteration 24Q: 3 clusters Score -231050.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -231051.453125 Penalty: 2519.508789
	Iteration 25Q: 3 clusters Score -231051.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -231051.734375 Penalty: 2519.508789
	Iteration 26Q: 3 clusters Score -231051.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -231051.953125 Penalty: 2519.508789
	Iteration 27Q: 3 clusters Score -231052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -231051.953125 Penalty: 2519.508789
	Iteration 28F: 3 clusters Score -231052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Entering Unmasked Estep 
Score: -375662.593750 Penalty: 1336.731201
	Iteration 0F: 2 clusters Score -375662.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -372554.656250 Penalty: 2673.462402
	Iteration 0F: 3 clusters Score -372554.7 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -373480.000000 Penalty: 2673.462402
	Iteration 1F: 3 clusters Score -373480 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -373657.875000 Penalty: 2673.462402
	Iteration 2F: 3 clusters Score -373657.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -373791.500000 Penalty: 2673.462402
	Iteration 3F: 3 clusters Score -373791.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -373888.156250 Penalty: 2673.462402
	Iteration 4Q: 3 clusters Score -373888.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -373955.843750 Penalty: 2673.462402
	Iteration 5Q: 3 clusters Score -373955.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -374007.031250 Penalty: 2673.462402
	Iteration 6Q: 3 clusters Score -374007 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -374053.843750 Penalty: 2673.462402
	Iteration 7Q: 3 clusters Score -374053.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -374114.781250 Penalty: 2673.462402
	Iteration 8Q: 3 clusters Score -374114.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -374165.312500 Penalty: 2673.462402
	Iteration 9Q: 3 clusters Score -374165.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -374205.156250 Penalty: 2673.462402
	Iteration 10Q: 3 clusters Score -374205.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -374244.562500 Penalty: 2673.462402
	Iteration 11Q: 3 clusters Score -374244.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -374277.250000 Penalty: 2673.462402
	Iteration 12Q: 3 clusters Score -374277.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -374307.562500 Penalty: 2673.462402
	Iteration 13Q: 3 clusters Score -374307.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -374348.093750 Penalty: 2673.462402
	Iteration 14Q: 3 clusters Score -374348.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -374386.843750 Penalty: 2673.462402
	Iteration 15Q: 3 clusters Score -374386.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -374412.812500 Penalty: 2673.462402
	Iteration 16Q: 3 clusters Score -374412.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -374439.500000 Penalty: 2673.462402
	Iteration 17Q: 3 clusters Score -374439.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -374459.625000 Penalty: 2673.462402
	Iteration 18Q: 3 clusters Score -374459.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -374476.687500 Penalty: 2673.462402
	Iteration 19Q: 3 clusters Score -374476.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -374486.812500 Penalty: 2673.462402
	Iteration 20F: 3 clusters Score -374486.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -374497.437500 Penalty: 2673.462402
	Iteration 21Q: 3 clusters Score -374497.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -374504.312500 Penalty: 2673.462402
	Iteration 22Q: 3 clusters Score -374504.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -374511.937500 Penalty: 2673.462402
	Iteration 23Q: 3 clusters Score -374511.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -374519.218750 Penalty: 2673.462402
	Iteration 24Q: 3 clusters Score -374519.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -374524.718750 Penalty: 2673.462402
	Iteration 25Q: 3 clusters Score -374524.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -374530.468750 Penalty: 2673.462402
	Iteration 26Q: 3 clusters Score -374530.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -374534.312500 Penalty: 2673.462402
	Iteration 27Q: 3 clusters Score -374534.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -374536.875000 Penalty: 2673.462402
	Iteration 28Q: 3 clusters Score -374536.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -374538.187500 Penalty: 2673.462402
	Iteration 29Q: 3 clusters Score -374538.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -374541.093750 Penalty: 2673.462402
	Iteration 30Q: 3 clusters Score -374541.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -374544.843750 Penalty: 2673.462402
	Iteration 31Q: 3 clusters Score -374544.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -374545.656250 Penalty: 2673.462402
	Iteration 32Q: 3 clusters Score -374545.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -374547.250000 Penalty: 2673.462402
	Iteration 33Q: 3 clusters Score -374547.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -374549.937500 Penalty: 2673.462402
	Iteration 34Q: 3 clusters Score -374549.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -374553.000000 Penalty: 2673.462402
	Iteration 35Q: 3 clusters Score -374553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -374553.625000 Penalty: 2673.462402
	Iteration 36Q: 3 clusters Score -374553.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -374554.437500 Penalty: 2673.462402
	Iteration 37Q: 3 clusters Score -374554.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -374554.906250 Penalty: 2673.462402
	Iteration 38Q: 3 clusters Score -374554.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -374555.718750 Penalty: 2673.462402
	Iteration 39Q: 3 clusters Score -374555.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -374555.718750 Penalty: 2673.462402
	Iteration 40F: 3 clusters Score -374555.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Entering Unmasked Estep 
Score: -1998489.875000 Penalty: 1599.357056
	Iteration 0F: 2 clusters Score -1998490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1985548.250000 Penalty: 3198.714111
	Iteration 0F: 3 clusters Score -1985548 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1990346.500000 Penalty: 3198.714111
	Iteration 1F: 3 clusters Score -1990346 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1990777.375000 Penalty: 3198.714111
	Iteration 2F: 3 clusters Score -1990777 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1991237.750000 Penalty: 3198.714111
	Iteration 3F: 3 clusters Score -1991238 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1991728.875000 Penalty: 3198.714111
	Iteration 4F: 3 clusters Score -1991729 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1992249.125000 Penalty: 3198.714111
	Iteration 5F: 3 clusters Score -1992249 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1992777.375000 Penalty: 3198.714111
	Iteration 6F: 3 clusters Score -1992777 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1993330.750000 Penalty: 3198.714111
	Iteration 7F: 3 clusters Score -1993331 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1993847.750000 Penalty: 3198.714111
	Iteration 8F: 3 clusters Score -1993848 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1994250.000000 Penalty: 3198.714111
	Iteration 9Q: 3 clusters Score -1994250 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1994506.000000 Penalty: 3198.714111
	Iteration 10Q: 3 clusters Score -1994506 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1994649.125000 Penalty: 3198.714111
	Iteration 11Q: 3 clusters Score -1994649 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1994726.125000 Penalty: 3198.714111
	Iteration 12Q: 3 clusters Score -1994726 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1994775.250000 Penalty: 3198.714111
	Iteration 13Q: 3 clusters Score -1994775 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1994808.625000 Penalty: 3198.714111
	Iteration 14Q: 3 clusters Score -1994809 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1994854.125000 Penalty: 3198.714111
	Iteration 15Q: 3 clusters Score -1994854 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1994889.750000 Penalty: 3198.714111
	Iteration 16Q: 3 clusters Score -1994890 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1994923.625000 Penalty: 3198.714111
	Iteration 17Q: 3 clusters Score -1994924 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1994962.500000 Penalty: 3198.714111
	Iteration 18Q: 3 clusters Score -1994962 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1994989.750000 Penalty: 3198.714111
	Iteration 19Q: 3 clusters Score -1994990 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1995033.125000 Penalty: 3198.714111
	Iteration 20F: 3 clusters Score -1995033 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1995068.125000 Penalty: 3198.714111
	Iteration 21Q: 3 clusters Score -1995068 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1995097.125000 Penalty: 3198.714111
	Iteration 22Q: 3 clusters Score -1995097 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1995132.000000 Penalty: 3198.714111
	Iteration 23Q: 3 clusters Score -1995132 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1995182.500000 Penalty: 3198.714111
	Iteration 24Q: 3 clusters Score -1995182 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1995219.375000 Penalty: 3198.714111
	Iteration 25Q: 3 clusters Score -1995219 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1995275.000000 Penalty: 3198.714111
	Iteration 26Q: 3 clusters Score -1995275 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1995334.625000 Penalty: 3198.714111
	Iteration 27Q: 3 clusters Score -1995335 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1995395.125000 Penalty: 3198.714111
	Iteration 28Q: 3 clusters Score -1995395 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1995457.375000 Penalty: 3198.714111
	Iteration 29Q: 3 clusters Score -1995457 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1995515.125000 Penalty: 3198.714111
	Iteration 30Q: 3 clusters Score -1995515 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1995584.125000 Penalty: 3198.714111
	Iteration 31Q: 3 clusters Score -1995584 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1995649.625000 Penalty: 3198.714111
	Iteration 32Q: 3 clusters Score -1995650 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1995719.875000 Penalty: 3198.714111
	Iteration 33Q: 3 clusters Score -1995720 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1995764.500000 Penalty: 3198.714111
	Iteration 34Q: 3 clusters Score -1995764 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1995815.875000 Penalty: 3198.714111
	Iteration 35Q: 3 clusters Score -1995816 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1995856.875000 Penalty: 3198.714111
	Iteration 36Q: 3 clusters Score -1995857 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1995887.250000 Penalty: 3198.714111
	Iteration 37Q: 3 clusters Score -1995887 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1995936.250000 Penalty: 3198.714111
	Iteration 38Q: 3 clusters Score -1995936 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1995963.500000 Penalty: 3198.714111
	Iteration 39Q: 3 clusters Score -1995964 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1996020.375000 Penalty: 3198.714111
	Iteration 40F: 3 clusters Score -1996020 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1996076.000000 Penalty: 3198.714111
	Iteration 41Q: 3 clusters Score -1996076 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1996136.625000 Penalty: 3198.714111
	Iteration 42Q: 3 clusters Score -1996137 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1996184.500000 Penalty: 3198.714111
	Iteration 43Q: 3 clusters Score -1996184 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1996248.750000 Penalty: 3198.714111
	Iteration 44Q: 3 clusters Score -1996249 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1996288.125000 Penalty: 3198.714111
	Iteration 45Q: 3 clusters Score -1996288 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1996334.875000 Penalty: 3198.714111
	Iteration 46Q: 3 clusters Score -1996335 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1996381.125000 Penalty: 3198.714111
	Iteration 47Q: 3 clusters Score -1996381 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1996426.875000 Penalty: 3198.714111
	Iteration 48Q: 3 clusters Score -1996427 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1996464.625000 Penalty: 3198.714111
	Iteration 49Q: 3 clusters Score -1996465 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1996499.625000 Penalty: 3198.714111
	Iteration 50Q: 3 clusters Score -1996500 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1996521.750000 Penalty: 3198.714111
	Iteration 51Q: 3 clusters Score -1996522 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1996540.125000 Penalty: 3198.714111
	Iteration 52Q: 3 clusters Score -1996540 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1996565.375000 Penalty: 3198.714111
	Iteration 53Q: 3 clusters Score -1996565 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1996589.875000 Penalty: 3198.714111
	Iteration 54Q: 3 clusters Score -1996590 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1996611.125000 Penalty: 3198.714111
	Iteration 55Q: 3 clusters Score -1996611 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1996639.000000 Penalty: 3198.714111
	Iteration 56Q: 3 clusters Score -1996639 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1996668.875000 Penalty: 3198.714111
	Iteration 57Q: 3 clusters Score -1996669 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1996697.125000 Penalty: 3198.714111
	Iteration 58Q: 3 clusters Score -1996697 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1996720.875000 Penalty: 3198.714111
	Iteration 59Q: 3 clusters Score -1996721 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1996759.125000 Penalty: 3198.714111
	Iteration 60F: 3 clusters Score -1996759 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1996785.250000 Penalty: 3198.714111
	Iteration 61Q: 3 clusters Score -1996785 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1996814.375000 Penalty: 3198.714111
	Iteration 62Q: 3 clusters Score -1996814 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1996834.125000 Penalty: 3198.714111
	Iteration 63Q: 3 clusters Score -1996834 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1996850.375000 Penalty: 3198.714111
	Iteration 64Q: 3 clusters Score -1996850 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1996873.250000 Penalty: 3198.714111
	Iteration 65Q: 3 clusters Score -1996873 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1996885.875000 Penalty: 3198.714111
	Iteration 66Q: 3 clusters Score -1996886 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1996905.000000 Penalty: 3198.714111
	Iteration 67Q: 3 clusters Score -1996905 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1996915.750000 Penalty: 3198.714111
	Iteration 68Q: 3 clusters Score -1996916 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1996932.875000 Penalty: 3198.714111
	Iteration 69Q: 3 clusters Score -1996933 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1996956.625000 Penalty: 3198.714111
	Iteration 70Q: 3 clusters Score -1996957 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1996977.000000 Penalty: 3198.714111
	Iteration 71Q: 3 clusters Score -1996977 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1996992.875000 Penalty: 3198.714111
	Iteration 72Q: 3 clusters Score -1996993 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1997008.625000 Penalty: 3198.714111
	Iteration 73Q: 3 clusters Score -1997009 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1997019.125000 Penalty: 3198.714111
	Iteration 74Q: 3 clusters Score -1997019 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1997020.875000 Penalty: 3198.714111
	Iteration 75Q: 3 clusters Score -1997021 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1997027.750000 Penalty: 3198.714111
	Iteration 76Q: 3 clusters Score -1997028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1997039.000000 Penalty: 3198.714111
	Iteration 77Q: 3 clusters Score -1997039 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1997044.250000 Penalty: 3198.714111
	Iteration 78Q: 3 clusters Score -1997044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1997053.125000 Penalty: 3198.714111
	Iteration 79Q: 3 clusters Score -1997053 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1997063.625000 Penalty: 3198.714111
	Iteration 80F: 3 clusters Score -1997064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1997059.125000 Penalty: 3198.714111
	Iteration 81Q: 3 clusters Score -1997059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1997064.250000 Penalty: 3198.714111
	Iteration 82Q: 3 clusters Score -1997064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1997068.125000 Penalty: 3198.714111
	Iteration 83Q: 3 clusters Score -1997068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1997068.500000 Penalty: 3198.714111
	Iteration 84Q: 3 clusters Score -1997068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1997075.375000 Penalty: 3198.714111
	Iteration 85Q: 3 clusters Score -1997075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1997082.625000 Penalty: 3198.714111
	Iteration 86Q: 3 clusters Score -1997083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1997089.375000 Penalty: 3198.714111
	Iteration 87Q: 3 clusters Score -1997089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1997092.500000 Penalty: 3198.714111
	Iteration 88Q: 3 clusters Score -1997092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1997097.500000 Penalty: 3198.714111
	Iteration 89Q: 3 clusters Score -1997098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1997101.375000 Penalty: 3198.714111
	Iteration 90Q: 3 clusters Score -1997101 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1997102.000000 Penalty: 3198.714111
	Iteration 91Q: 3 clusters Score -1997102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1997104.625000 Penalty: 3198.714111
	Iteration 92Q: 3 clusters Score -1997105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1997110.625000 Penalty: 3198.714111
	Iteration 93Q: 3 clusters Score -1997111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1997112.000000 Penalty: 3198.714111
	Iteration 94Q: 3 clusters Score -1997112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1997126.875000 Penalty: 3198.714111
	Iteration 95Q: 3 clusters Score -1997127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1997130.375000 Penalty: 3198.714111
	Iteration 96Q: 3 clusters Score -1997130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1997136.625000 Penalty: 3198.714111
	Iteration 97Q: 3 clusters Score -1997137 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1997147.000000 Penalty: 3198.714111
	Iteration 98Q: 3 clusters Score -1997147 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1997157.500000 Penalty: 3198.714111
	Iteration 99Q: 3 clusters Score -1997158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1997155.625000 Penalty: 3198.714111
	Iteration 100F: 3 clusters Score -1997156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1997163.125000 Penalty: 3198.714111
	Iteration 101Q: 3 clusters Score -1997163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1997165.875000 Penalty: 3198.714111
	Iteration 102Q: 3 clusters Score -1997166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1997166.750000 Penalty: 3198.714111
	Iteration 103Q: 3 clusters Score -1997167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1997176.875000 Penalty: 3198.714111
	Iteration 104Q: 3 clusters Score -1997177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1997184.625000 Penalty: 3198.714111
	Iteration 105Q: 3 clusters Score -1997185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1997189.000000 Penalty: 3198.714111
	Iteration 106Q: 3 clusters Score -1997189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1997195.375000 Penalty: 3198.714111
	Iteration 107Q: 3 clusters Score -1997195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1997195.625000 Penalty: 3198.714111
	Iteration 108Q: 3 clusters Score -1997196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1997198.625000 Penalty: 3198.714111
	Iteration 109Q: 3 clusters Score -1997199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1997200.375000 Penalty: 3198.714111
	Iteration 110Q: 3 clusters Score -1997200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1997206.500000 Penalty: 3198.714111
	Iteration 111Q: 3 clusters Score -1997206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1997215.125000 Penalty: 3198.714111
	Iteration 112Q: 3 clusters Score -1997215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1997218.500000 Penalty: 3198.714111
	Iteration 113Q: 3 clusters Score -1997218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1997222.500000 Penalty: 3198.714111
	Iteration 114Q: 3 clusters Score -1997222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1997223.250000 Penalty: 3198.714111
	Iteration 115Q: 3 clusters Score -1997223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1997225.625000 Penalty: 3198.714111
	Iteration 116Q: 3 clusters Score -1997226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1997226.375000 Penalty: 3198.714111
	Iteration 117Q: 3 clusters Score -1997226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1997226.250000 Penalty: 3198.714111
	Iteration 118Q: 3 clusters Score -1997226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1997228.250000 Penalty: 3198.714111
	Iteration 119Q: 3 clusters Score -1997228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1997225.750000 Penalty: 3198.714111
	Iteration 120F: 3 clusters Score -1997226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1997224.125000 Penalty: 3198.714111
	Iteration 121Q: 3 clusters Score -1997224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1997230.000000 Penalty: 3198.714111
	Iteration 122Q: 3 clusters Score -1997230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1997232.250000 Penalty: 3198.714111
	Iteration 123Q: 3 clusters Score -1997232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1997236.500000 Penalty: 3198.714111
	Iteration 124Q: 3 clusters Score -1997236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1997237.375000 Penalty: 3198.714111
	Iteration 125Q: 3 clusters Score -1997237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1997237.875000 Penalty: 3198.714111
	Iteration 126Q: 3 clusters Score -1997238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1997240.250000 Penalty: 3198.714111
	Iteration 127Q: 3 clusters Score -1997240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1997241.625000 Penalty: 3198.714111
	Iteration 128Q: 3 clusters Score -1997242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1997244.625000 Penalty: 3198.714111
	Iteration 129Q: 3 clusters Score -1997245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1997241.000000 Penalty: 3198.714111
	Iteration 130Q: 3 clusters Score -1997241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1997243.250000 Penalty: 3198.714111
	Iteration 131Q: 3 clusters Score -1997243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1997243.500000 Penalty: 3198.714111
	Iteration 132Q: 3 clusters Score -1997244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1997243.625000 Penalty: 3198.714111
	Iteration 133Q: 3 clusters Score -1997244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1997244.750000 Penalty: 3198.714111
	Iteration 134Q: 3 clusters Score -1997245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1997247.250000 Penalty: 3198.714111
	Iteration 135Q: 3 clusters Score -1997247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1997251.000000 Penalty: 3198.714111
	Iteration 136Q: 3 clusters Score -1997251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1997254.875000 Penalty: 3198.714111
	Iteration 137Q: 3 clusters Score -1997255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1997258.375000 Penalty: 3198.714111
	Iteration 138Q: 3 clusters Score -1997258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1997259.500000 Penalty: 3198.714111
	Iteration 139Q: 3 clusters Score -1997260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1997260.000000 Penalty: 3198.714111
	Iteration 140F: 3 clusters Score -1997260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1997263.500000 Penalty: 3198.714111
	Iteration 141Q: 3 clusters Score -1997264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1997263.500000 Penalty: 3198.714111
	Iteration 142F: 3 clusters Score -1997264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Entering Unmasked Estep 
Score: -1881692.500000 Penalty: 1594.890503
	Iteration 0F: 2 clusters Score -1881692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1869117.125000 Penalty: 3189.781006
	Iteration 0F: 3 clusters Score -1869117 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1873634.750000 Penalty: 3189.781006
	Iteration 1F: 3 clusters Score -1873635 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1874166.875000 Penalty: 3189.781006
	Iteration 2F: 3 clusters Score -1874167 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1874751.125000 Penalty: 3189.781006
	Iteration 3F: 3 clusters Score -1874751 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1875472.125000 Penalty: 3189.781006
	Iteration 4F: 3 clusters Score -1875472 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1876299.500000 Penalty: 3189.781006
	Iteration 5F: 3 clusters Score -1876300 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1877104.875000 Penalty: 3189.781006
	Iteration 6F: 3 clusters Score -1877105 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1877644.875000 Penalty: 3189.781006
	Iteration 7F: 3 clusters Score -1877645 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1877959.500000 Penalty: 3189.781006
	Iteration 8Q: 3 clusters Score -1877960 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1878149.500000 Penalty: 3189.781006
	Iteration 9Q: 3 clusters Score -1878150 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1878262.500000 Penalty: 3189.781006
	Iteration 10Q: 3 clusters Score -1878262 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1878344.750000 Penalty: 3189.781006
	Iteration 11Q: 3 clusters Score -1878345 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1878399.625000 Penalty: 3189.781006
	Iteration 12Q: 3 clusters Score -1878400 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1878443.375000 Penalty: 3189.781006
	Iteration 13Q: 3 clusters Score -1878443 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1878494.750000 Penalty: 3189.781006
	Iteration 14Q: 3 clusters Score -1878495 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1878559.375000 Penalty: 3189.781006
	Iteration 15Q: 3 clusters Score -1878559 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1878621.125000 Penalty: 3189.781006
	Iteration 16Q: 3 clusters Score -1878621 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1878688.375000 Penalty: 3189.781006
	Iteration 17Q: 3 clusters Score -1878688 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1878767.625000 Penalty: 3189.781006
	Iteration 18Q: 3 clusters Score -1878768 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1878860.375000 Penalty: 3189.781006
	Iteration 19Q: 3 clusters Score -1878860 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1878945.125000 Penalty: 3189.781006
	Iteration 20F: 3 clusters Score -1878945 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1879045.000000 Penalty: 3189.781006
	Iteration 21Q: 3 clusters Score -1879045 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1879142.250000 Penalty: 3189.781006
	Iteration 22Q: 3 clusters Score -1879142 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1879242.875000 Penalty: 3189.781006
	Iteration 23Q: 3 clusters Score -1879243 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1879362.000000 Penalty: 3189.781006
	Iteration 24Q: 3 clusters Score -1879362 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1879467.875000 Penalty: 3189.781006
	Iteration 25Q: 3 clusters Score -1879468 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1879575.250000 Penalty: 3189.781006
	Iteration 26Q: 3 clusters Score -1879575 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1879673.750000 Penalty: 3189.781006
	Iteration 27Q: 3 clusters Score -1879674 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1879784.625000 Penalty: 3189.781006
	Iteration 28Q: 3 clusters Score -1879785 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1879920.750000 Penalty: 3189.781006
	Iteration 29Q: 3 clusters Score -1879921 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1880054.750000 Penalty: 3189.781006
	Iteration 30Q: 3 clusters Score -1880055 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1880155.500000 Penalty: 3189.781006
	Iteration 31Q: 3 clusters Score -1880156 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1880250.875000 Penalty: 3189.781006
	Iteration 32Q: 3 clusters Score -1880251 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1880310.625000 Penalty: 3189.781006
	Iteration 33Q: 3 clusters Score -1880311 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1880356.625000 Penalty: 3189.781006
	Iteration 34Q: 3 clusters Score -1880357 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1880395.375000 Penalty: 3189.781006
	Iteration 35Q: 3 clusters Score -1880395 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1880418.125000 Penalty: 3189.781006
	Iteration 36Q: 3 clusters Score -1880418 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1880424.375000 Penalty: 3189.781006
	Iteration 37Q: 3 clusters Score -1880424 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1880438.750000 Penalty: 3189.781006
	Iteration 38Q: 3 clusters Score -1880439 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1880445.500000 Penalty: 3189.781006
	Iteration 39Q: 3 clusters Score -1880446 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1880453.500000 Penalty: 3189.781006
	Iteration 40F: 3 clusters Score -1880454 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1880461.000000 Penalty: 3189.781006
	Iteration 41Q: 3 clusters Score -1880461 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1880468.500000 Penalty: 3189.781006
	Iteration 42Q: 3 clusters Score -1880468 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1880469.250000 Penalty: 3189.781006
	Iteration 43Q: 3 clusters Score -1880469 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1880473.750000 Penalty: 3189.781006
	Iteration 44Q: 3 clusters Score -1880474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1880473.875000 Penalty: 3189.781006
	Iteration 45Q: 3 clusters Score -1880474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1880478.375000 Penalty: 3189.781006
	Iteration 46Q: 3 clusters Score -1880478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1880481.000000 Penalty: 3189.781006
	Iteration 47Q: 3 clusters Score -1880481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1880484.750000 Penalty: 3189.781006
	Iteration 48Q: 3 clusters Score -1880485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1880486.750000 Penalty: 3189.781006
	Iteration 49Q: 3 clusters Score -1880487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1880492.000000 Penalty: 3189.781006
	Iteration 50Q: 3 clusters Score -1880492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1880494.375000 Penalty: 3189.781006
	Iteration 51Q: 3 clusters Score -1880494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1880492.000000 Penalty: 3189.781006
	Iteration 52Q: 3 clusters Score -1880492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1880488.625000 Penalty: 3189.781006
	Iteration 53Q: 3 clusters Score -1880489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1880499.125000 Penalty: 3189.781006
	Iteration 54Q: 3 clusters Score -1880499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1880498.875000 Penalty: 3189.781006
	Iteration 55Q: 3 clusters Score -1880499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1880497.500000 Penalty: 3189.781006
	Iteration 56Q: 3 clusters Score -1880498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1880496.625000 Penalty: 3189.781006
	Iteration 57Q: 3 clusters Score -1880497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1880496.250000 Penalty: 3189.781006
	Iteration 58Q: 3 clusters Score -1880496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1880496.250000 Penalty: 3189.781006
	Iteration 59F: 3 clusters Score -1880496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (43314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Entering Unmasked Estep 
Score: -4519826.500000 Penalty: 1734.887573
	Iteration 0F: 2 clusters Score -4519826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -4491010.000000 Penalty: 3469.775146
	Iteration 0F: 3 clusters Score -4491010 nChanged 20103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -4502490.000000 Penalty: 3469.775146
	Iteration 1F: 3 clusters Score -4502490 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -4503533.000000 Penalty: 3469.775146
	Iteration 2F: 3 clusters Score -4503533 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -4505003.500000 Penalty: 3469.775146
	Iteration 3F: 3 clusters Score -4505004 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -4507091.000000 Penalty: 3469.775146
	Iteration 4F: 3 clusters Score -4507091 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -4509609.500000 Penalty: 3469.775146
	Iteration 5F: 3 clusters Score -4509610 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -4511966.500000 Penalty: 3469.775146
	Iteration 6F: 3 clusters Score -4511966 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -4513623.500000 Penalty: 3469.775146
	Iteration 7F: 3 clusters Score -4513624 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -4514870.000000 Penalty: 3469.775146
	Iteration 8Q: 3 clusters Score -4514870 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -4515796.000000 Penalty: 3469.775146
	Iteration 9Q: 3 clusters Score -4515796 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -4516503.000000 Penalty: 3469.775146
	Iteration 10Q: 3 clusters Score -4516503 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -4517144.500000 Penalty: 3469.775146
	Iteration 11Q: 3 clusters Score -4517144 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4517628.500000 Penalty: 3469.775146
	Iteration 12Q: 3 clusters Score -4517628 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4517906.500000 Penalty: 3469.775146
	Iteration 13Q: 3 clusters Score -4517906 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4518124.500000 Penalty: 3469.775146
	Iteration 14Q: 3 clusters Score -4518124 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4518245.500000 Penalty: 3469.775146
	Iteration 15Q: 3 clusters Score -4518246 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4518356.000000 Penalty: 3469.775146
	Iteration 16Q: 3 clusters Score -4518356 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4518412.000000 Penalty: 3469.775146
	Iteration 17Q: 3 clusters Score -4518412 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4518443.500000 Penalty: 3469.775146
	Iteration 18Q: 3 clusters Score -4518444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4518470.500000 Penalty: 3469.775146
	Iteration 19Q: 3 clusters Score -4518470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4518484.500000 Penalty: 3469.775146
	Iteration 20F: 3 clusters Score -4518484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4518491.500000 Penalty: 3469.775146
	Iteration 21Q: 3 clusters Score -4518492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4518497.500000 Penalty: 3469.775146
	Iteration 22Q: 3 clusters Score -4518498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4518501.000000 Penalty: 3469.775146
	Iteration 23Q: 3 clusters Score -4518501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4518504.000000 Penalty: 3469.775146
	Iteration 24Q: 3 clusters Score -4518504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4518515.000000 Penalty: 3469.775146
	Iteration 25Q: 3 clusters Score -4518515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4518522.000000 Penalty: 3469.775146
	Iteration 26Q: 3 clusters Score -4518522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4518532.000000 Penalty: 3469.775146
	Iteration 27Q: 3 clusters Score -4518532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4518537.500000 Penalty: 3469.775146
	Iteration 28Q: 3 clusters Score -4518538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4518546.500000 Penalty: 3469.775146
	Iteration 29Q: 3 clusters Score -4518546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4518549.000000 Penalty: 3469.775146
	Iteration 30Q: 3 clusters Score -4518549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4518554.500000 Penalty: 3469.775146
	Iteration 31Q: 3 clusters Score -4518554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4518566.500000 Penalty: 3469.775146
	Iteration 32Q: 3 clusters Score -4518566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4518567.000000 Penalty: 3469.775146
	Iteration 33Q: 3 clusters Score -4518567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4518577.000000 Penalty: 3469.775146
	Iteration 34Q: 3 clusters Score -4518577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4518587.000000 Penalty: 3469.775146
	Iteration 35Q: 3 clusters Score -4518587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4518595.000000 Penalty: 3469.775146
	Iteration 36Q: 3 clusters Score -4518595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4518598.500000 Penalty: 3469.775146
	Iteration 37Q: 3 clusters Score -4518598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4518598.500000 Penalty: 3469.775146
	Iteration 38Q: 3 clusters Score -4518598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4518598.000000 Penalty: 3469.775146
	Iteration 39Q: 3 clusters Score -4518598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4518598.000000 Penalty: 3469.775146
	Iteration 40F: 3 clusters Score -4518598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -46971.886719 Penalty: 1014.677124
	Iteration 0F: 2 clusters Score -46971.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -45984.902344 Penalty: 2029.354248
	Iteration 0F: 3 clusters Score -45984.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46357.898438 Penalty: 2029.354248
	Iteration 1F: 3 clusters Score -46357.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -46558.121094 Penalty: 2029.354248
	Iteration 2F: 3 clusters Score -46558.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -46711.453125 Penalty: 2029.354248
	Iteration 3F: 3 clusters Score -46711.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -46958.972656 Penalty: 2029.354248
	Iteration 4Q: 3 clusters Score -46958.97 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -47463.761719 Penalty: 2029.354248
	Iteration 5F: 3 clusters Score -47463.76 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47734.539062 Penalty: 2029.354248
	Iteration 6F: 3 clusters Score -47734.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -48019.503906 Penalty: 2029.354248
	Iteration 7Q: 3 clusters Score -48019.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -48091.226562 Penalty: 2029.354248
	Iteration 8Q: 3 clusters Score -48091.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -48102.113281 Penalty: 2029.354248
	Iteration 9Q: 3 clusters Score -48102.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -48102.113281 Penalty: 2029.354248
	Iteration 10F: 3 clusters Score -48102.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 823 members 
Mstep: Class 3 contains 10597 members 
Mstep: Class 4 contains 13996 members 
Mstep: Class 5 contains 37869 members 
Mstep: Class 6 contains 2402 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128247 members 
Mstep: Class 10 contains 24506 members 
Mstep: Class 11 contains 2312 members 
Mstep: Class 12 contains 6150 members 
Mstep: Class 13 contains 32763 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13508 members 
Mstep: Class 16 contains 31631 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 18605 members 
Mstep: Class 19 contains 5202 members 
Mstep: Class 20 contains 152 members 
Mstep: Class 21 contains 3211 members 
Mstep: Class 22 contains 174427 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 18301 members 
Mstep: Class 27 contains 43314 members 
Mstep: Class 28 contains 315 members 
Mstep: Class 29 contains 691 members 
Mstep: Class 30 contains 549 members 
Mstep: Class 31 contains 3504 members 
Mstep: Class 32 contains 200 members 
Entering Unmasked Estep 
Score: -65954044.000000 Penalty: 69531.039062
Splitting cluster 28 changes total score from -65952988.000000 to -65954044.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 823 members 
Mstep: Class 3 contains 10597 members 
Mstep: Class 4 contains 13996 members 
Mstep: Class 5 contains 37869 members 
Mstep: Class 6 contains 2402 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128247 members 
Mstep: Class 10 contains 24506 members 
Mstep: Class 11 contains 2312 members 
Mstep: Class 12 contains 6150 members 
Mstep: Class 13 contains 32763 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 13508 members 
Mstep: Class 16 contains 31631 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 18605 members 
Mstep: Class 19 contains 5202 members 
Mstep: Class 20 contains 152 members 
Mstep: Class 21 contains 3211 members 
Mstep: Class 22 contains 174427 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 18301 members 
Mstep: Class 27 contains 43314 members 
Mstep: Class 28 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955388.000000 Penalty: 69531.039062
Iteration 151F: 33 clusters Score -6.595539e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 808 members 
Mstep: Class 3 contains 10597 members 
Mstep: Class 4 contains 13996 members 
Mstep: Class 5 contains 37661 members 
Mstep: Class 6 contains 2418 members 
Mstep: Class 7 contains 21191 members 
Mstep: Class 8 contains 2204 members 
Mstep: Class 9 contains 128247 members 
Mstep: Class 10 contains 24443 members 
Mstep: Class 11 contains 2743 members 
Mstep: Class 12 contains 6090 members 
Mstep: Class 13 contains 32712 members 
Mstep: Class 14 contains 11086 members 
Mstep: Class 15 contains 13506 members 
Mstep: Class 16 contains 31629 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 18603 members 
Mstep: Class 19 contains 5202 members 
Mstep: Class 20 contains 150 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 174422 members 
Mstep: Class 23 contains 2348 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 18812 members 
Mstep: Class 26 contains 18207 members 
Mstep: Class 27 contains 43302 members 
Mstep: Class 28 contains 465 members 
Mstep: Class 29 contains 681 members 
Mstep: Class 30 contains 593 members 
Mstep: Class 31 contains 3437 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65956640.000000 Penalty: 69531.039062
Iteration 152Q: 33 clusters Score -6.595664e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 805 members 
Mstep: Class 3 contains 10594 members 
Mstep: Class 4 contains 13990 members 
Mstep: Class 5 contains 37620 members 
Mstep: Class 6 contains 2436 members 
Mstep: Class 7 contains 21172 members 
Mstep: Class 8 contains 2204 members 
Mstep: Class 9 contains 128224 members 
Mstep: Class 10 contains 24411 members 
Mstep: Class 11 contains 3067 members 
Mstep: Class 12 contains 6073 members 
Mstep: Class 13 contains 32647 members 
Mstep: Class 14 contains 10948 members 
Mstep: Class 15 contains 13505 members 
Mstep: Class 16 contains 31623 members 
Mstep: Class 17 contains 6269 members 
Mstep: Class 18 contains 18596 members 
Mstep: Class 19 contains 5204 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 3467 members 
Mstep: Class 22 contains 174369 members 
Mstep: Class 23 contains 2359 members 
Mstep: Class 24 contains 3735 members 
Mstep: Class 25 contains 18798 members 
Mstep: Class 26 contains 18132 members 
Mstep: Class 27 contains 43288 members 
Mstep: Class 28 contains 565 members 
Mstep: Class 29 contains 674 members 
Mstep: Class 30 contains 613 members 
Mstep: Class 31 contains 3391 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65957272.000000 Penalty: 69531.039062
Iteration 153Q: 33 clusters Score -6.595727e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 802 members 
Mstep: Class 3 contains 10592 members 
Mstep: Class 4 contains 13981 members 
Mstep: Class 5 contains 37639 members 
Mstep: Class 6 contains 2450 members 
Mstep: Class 7 contains 21157 members 
Mstep: Class 8 contains 2203 members 
Mstep: Class 9 contains 128188 members 
Mstep: Class 10 contains 24411 members 
Mstep: Class 11 contains 3279 members 
Mstep: Class 12 contains 6072 members 
Mstep: Class 13 contains 32572 members 
Mstep: Class 14 contains 10857 members 
Mstep: Class 15 contains 13503 members 
Mstep: Class 16 contains 31609 members 
Mstep: Class 17 contains 6264 members 
Mstep: Class 18 contains 18590 members 
Mstep: Class 19 contains 5205 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 3561 members 
Mstep: Class 22 contains 174320 members 
Mstep: Class 23 contains 2368 members 
Mstep: Class 24 contains 3736 members 
Mstep: Class 25 contains 18789 members 
Mstep: Class 26 contains 18082 members 
Mstep: Class 27 contains 43266 members 
Mstep: Class 28 contains 627 members 
Mstep: Class 29 contains 672 members 
Mstep: Class 30 contains 624 members 
Mstep: Class 31 contains 3372 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65957296.000000 Penalty: 69531.039062
Iteration 154Q: 33 clusters Score -6.59573e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 802 members 
Mstep: Class 3 contains 10591 members 
Mstep: Class 4 contains 13972 members 
Mstep: Class 5 contains 37651 members 
Mstep: Class 6 contains 2456 members 
Mstep: Class 7 contains 21150 members 
Mstep: Class 8 contains 2206 members 
Mstep: Class 9 contains 128169 members 
Mstep: Class 10 contains 24422 members 
Mstep: Class 11 contains 3458 members 
Mstep: Class 12 contains 6060 members 
Mstep: Class 13 contains 32508 members 
Mstep: Class 14 contains 10773 members 
Mstep: Class 15 contains 13496 members 
Mstep: Class 16 contains 31588 members 
Mstep: Class 17 contains 6257 members 
Mstep: Class 18 contains 18589 members 
Mstep: Class 19 contains 5206 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 3636 members 
Mstep: Class 22 contains 174291 members 
Mstep: Class 23 contains 2367 members 
Mstep: Class 24 contains 3740 members 
Mstep: Class 25 contains 18783 members 
Mstep: Class 26 contains 18048 members 
Mstep: Class 27 contains 43249 members 
Mstep: Class 28 contains 663 members 
Mstep: Class 29 contains 669 members 
Mstep: Class 30 contains 632 members 
Mstep: Class 31 contains 3365 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65957364.000000 Penalty: 69531.039062
Iteration 155Q: 33 clusters Score -6.595736e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 802 members 
Mstep: Class 3 contains 10590 members 
Mstep: Class 4 contains 13964 members 
Mstep: Class 5 contains 37668 members 
Mstep: Class 6 contains 2457 members 
Mstep: Class 7 contains 21146 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128152 members 
Mstep: Class 10 contains 24434 members 
Mstep: Class 11 contains 3577 members 
Mstep: Class 12 contains 6071 members 
Mstep: Class 13 contains 32439 members 
Mstep: Class 14 contains 10698 members 
Mstep: Class 15 contains 13489 members 
Mstep: Class 16 contains 31577 members 
Mstep: Class 17 contains 6246 members 
Mstep: Class 18 contains 18585 members 
Mstep: Class 19 contains 5205 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 3705 members 
Mstep: Class 22 contains 174273 members 
Mstep: Class 23 contains 2370 members 
Mstep: Class 24 contains 3747 members 
Mstep: Class 25 contains 18781 members 
Mstep: Class 26 contains 18026 members 
Mstep: Class 27 contains 43243 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 634 members 
Mstep: Class 31 contains 3362 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65957536.000000 Penalty: 69531.039062
Iteration 156Q: 33 clusters Score -6.595754e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 802 members 
Mstep: Class 3 contains 10587 members 
Mstep: Class 4 contains 13963 members 
Mstep: Class 5 contains 37694 members 
Mstep: Class 6 contains 2461 members 
Mstep: Class 7 contains 21148 members 
Mstep: Class 8 contains 2209 members 
Mstep: Class 9 contains 128131 members 
Mstep: Class 10 contains 24448 members 
Mstep: Class 11 contains 3650 members 
Mstep: Class 12 contains 6076 members 
Mstep: Class 13 contains 32365 members 
Mstep: Class 14 contains 10648 members 
Mstep: Class 15 contains 13482 members 
Mstep: Class 16 contains 31562 members 
Mstep: Class 17 contains 6236 members 
Mstep: Class 18 contains 18581 members 
Mstep: Class 19 contains 5204 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 3768 members 
Mstep: Class 22 contains 174264 members 
Mstep: Class 23 contains 2372 members 
Mstep: Class 24 contains 3749 members 
Mstep: Class 25 contains 18783 members 
Mstep: Class 26 contains 18017 members 
Mstep: Class 27 contains 43242 members 
Mstep: Class 28 contains 695 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 642 members 
Mstep: Class 31 contains 3358 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65957600.000000 Penalty: 69531.039062
Iteration 157Q: 33 clusters Score -6.59576e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 802 members 
Mstep: Class 3 contains 10588 members 
Mstep: Class 4 contains 13960 members 
Mstep: Class 5 contains 37729 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21152 members 
Mstep: Class 8 contains 2208 members 
Mstep: Class 9 contains 128107 members 
Mstep: Class 10 contains 24460 members 
Mstep: Class 11 contains 3709 members 
Mstep: Class 12 contains 6076 members 
Mstep: Class 13 contains 32300 members 
Mstep: Class 14 contains 10606 members 
Mstep: Class 15 contains 13474 members 
Mstep: Class 16 contains 31549 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 18585 members 
Mstep: Class 19 contains 5206 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 3817 members 
Mstep: Class 22 contains 174251 members 
Mstep: Class 23 contains 2369 members 
Mstep: Class 24 contains 3754 members 
Mstep: Class 25 contains 18779 members 
Mstep: Class 26 contains 18016 members 
Mstep: Class 27 contains 43238 members 
Mstep: Class 28 contains 702 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 645 members 
Mstep: Class 31 contains 3357 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65957720.000000 Penalty: 69531.039062
Iteration 158Q: 33 clusters Score -6.595772e+07 nChanged 330
Entering ConstructFrom: 
Score: -65957720.000000 Penalty: 69531.039062
Entering ConstructFrom: 
Trying to split cluster 1 (2162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Entering Unmasked Estep 
Score: -210850.781250 Penalty: 1247.803223
	Iteration 0F: 2 clusters Score -210850.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -208703.250000 Penalty: 2495.606445
	Iteration 0F: 3 clusters Score -208703.2 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -209230.937500 Penalty: 2495.606445
	Iteration 1F: 3 clusters Score -209230.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -209435.671875 Penalty: 2495.606445
	Iteration 2F: 3 clusters Score -209435.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -209636.328125 Penalty: 2495.606445
	Iteration 3F: 3 clusters Score -209636.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -209780.203125 Penalty: 2495.606445
	Iteration 4F: 3 clusters Score -209780.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -209883.031250 Penalty: 2495.606445
	Iteration 5Q: 3 clusters Score -209883 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -209957.296875 Penalty: 2495.606445
	Iteration 6Q: 3 clusters Score -209957.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -210008.203125 Penalty: 2495.606445
	Iteration 7Q: 3 clusters Score -210008.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -210053.296875 Penalty: 2495.606445
	Iteration 8Q: 3 clusters Score -210053.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -210085.671875 Penalty: 2495.606445
	Iteration 9Q: 3 clusters Score -210085.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -210105.078125 Penalty: 2495.606445
	Iteration 10Q: 3 clusters Score -210105.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -210124.656250 Penalty: 2495.606445
	Iteration 11Q: 3 clusters Score -210124.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -210141.968750 Penalty: 2495.606445
	Iteration 12Q: 3 clusters Score -210142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -210152.031250 Penalty: 2495.606445
	Iteration 13Q: 3 clusters Score -210152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -210160.734375 Penalty: 2495.606445
	Iteration 14Q: 3 clusters Score -210160.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -210171.390625 Penalty: 2495.606445
	Iteration 15Q: 3 clusters Score -210171.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -210182.421875 Penalty: 2495.606445
	Iteration 16Q: 3 clusters Score -210182.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -210188.671875 Penalty: 2495.606445
	Iteration 17Q: 3 clusters Score -210188.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -210191.109375 Penalty: 2495.606445
	Iteration 18Q: 3 clusters Score -210191.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -210192.921875 Penalty: 2495.606445
	Iteration 19Q: 3 clusters Score -210192.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -210193.109375 Penalty: 2495.606445
	Iteration 20F: 3 clusters Score -210193.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -210193.875000 Penalty: 2495.606445
	Iteration 21Q: 3 clusters Score -210193.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -210193.875000 Penalty: 2495.606445
	Iteration 22F: 3 clusters Score -210193.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -78102.695312 Penalty: 1086.655151
	Iteration 0F: 2 clusters Score -78102.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -76819.195312 Penalty: 2173.310303
	Iteration 0F: 3 clusters Score -76819.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -77065.226562 Penalty: 2173.310303
	Iteration 1F: 3 clusters Score -77065.23 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -77169.656250 Penalty: 2173.310303
	Iteration 2F: 3 clusters Score -77169.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -77231.960938 Penalty: 2173.310303
	Iteration 3Q: 3 clusters Score -77231.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -77263.281250 Penalty: 2173.310303
	Iteration 4Q: 3 clusters Score -77263.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -77291.953125 Penalty: 2173.310303
	Iteration 5Q: 3 clusters Score -77291.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -77317.179688 Penalty: 2173.310303
	Iteration 6Q: 3 clusters Score -77317.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -77338.257812 Penalty: 2173.310303
	Iteration 7Q: 3 clusters Score -77338.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -77353.046875 Penalty: 2173.310303
	Iteration 8Q: 3 clusters Score -77353.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -77368.804688 Penalty: 2173.310303
	Iteration 9Q: 3 clusters Score -77368.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -77379.898438 Penalty: 2173.310303
	Iteration 10Q: 3 clusters Score -77379.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -77395.601562 Penalty: 2173.310303
	Iteration 11Q: 3 clusters Score -77395.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -77422.554688 Penalty: 2173.310303
	Iteration 12Q: 3 clusters Score -77422.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -77434.914062 Penalty: 2173.310303
	Iteration 13Q: 3 clusters Score -77434.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -77447.187500 Penalty: 2173.310303
	Iteration 14Q: 3 clusters Score -77447.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -77463.132812 Penalty: 2173.310303
	Iteration 15Q: 3 clusters Score -77463.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77478.726562 Penalty: 2173.310303
	Iteration 16Q: 3 clusters Score -77478.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -77509.023438 Penalty: 2173.310303
	Iteration 17Q: 3 clusters Score -77509.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -77540.078125 Penalty: 2173.310303
	Iteration 18Q: 3 clusters Score -77540.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -77577.867188 Penalty: 2173.310303
	Iteration 19Q: 3 clusters Score -77577.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -77621.648438 Penalty: 2173.310303
	Iteration 20F: 3 clusters Score -77621.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -77679.171875 Penalty: 2173.310303
	Iteration 21Q: 3 clusters Score -77679.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -77740.828125 Penalty: 2173.310303
	Iteration 22Q: 3 clusters Score -77740.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -77817.968750 Penalty: 2173.310303
	Iteration 23Q: 3 clusters Score -77817.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77869.390625 Penalty: 2173.310303
	Iteration 24Q: 3 clusters Score -77869.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -77916.914062 Penalty: 2173.310303
	Iteration 25Q: 3 clusters Score -77916.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -77951.367188 Penalty: 2173.310303
	Iteration 26Q: 3 clusters Score -77951.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -77979.351562 Penalty: 2173.310303
	Iteration 27Q: 3 clusters Score -77979.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77988.570312 Penalty: 2173.310303
	Iteration 28Q: 3 clusters Score -77988.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77990.820312 Penalty: 2173.310303
	Iteration 29Q: 3 clusters Score -77990.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -77992.164062 Penalty: 2173.310303
	Iteration 30Q: 3 clusters Score -77992.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -77992.164062 Penalty: 2173.310303
	Iteration 31F: 3 clusters Score -77992.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Entering Unmasked Estep 
Score: -1113376.500000 Penalty: 1506.010986
	Iteration 0F: 2 clusters Score -1113376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1105815.500000 Penalty: 3012.021973
	Iteration 0F: 3 clusters Score -1105816 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1108228.625000 Penalty: 3012.021973
	Iteration 1F: 3 clusters Score -1108229 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1108519.000000 Penalty: 3012.021973
	Iteration 2F: 3 clusters Score -1108519 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1108805.250000 Penalty: 3012.021973
	Iteration 3F: 3 clusters Score -1108805 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1109090.625000 Penalty: 3012.021973
	Iteration 4F: 3 clusters Score -1109091 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1109463.125000 Penalty: 3012.021973
	Iteration 5F: 3 clusters Score -1109463 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1109930.500000 Penalty: 3012.021973
	Iteration 6F: 3 clusters Score -1109930 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1110430.625000 Penalty: 3012.021973
	Iteration 7F: 3 clusters Score -1110431 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1110864.500000 Penalty: 3012.021973
	Iteration 8F: 3 clusters Score -1110864 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1111172.375000 Penalty: 3012.021973
	Iteration 9Q: 3 clusters Score -1111172 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1111385.500000 Penalty: 3012.021973
	Iteration 10Q: 3 clusters Score -1111386 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1111534.125000 Penalty: 3012.021973
	Iteration 11Q: 3 clusters Score -1111534 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1111614.250000 Penalty: 3012.021973
	Iteration 12Q: 3 clusters Score -1111614 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1111656.875000 Penalty: 3012.021973
	Iteration 13Q: 3 clusters Score -1111657 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1111690.000000 Penalty: 3012.021973
	Iteration 14Q: 3 clusters Score -1111690 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1111711.250000 Penalty: 3012.021973
	Iteration 15Q: 3 clusters Score -1111711 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1111722.500000 Penalty: 3012.021973
	Iteration 16Q: 3 clusters Score -1111722 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1111732.000000 Penalty: 3012.021973
	Iteration 17Q: 3 clusters Score -1111732 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1111736.875000 Penalty: 3012.021973
	Iteration 18Q: 3 clusters Score -1111737 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1111745.375000 Penalty: 3012.021973
	Iteration 19Q: 3 clusters Score -1111745 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1111749.625000 Penalty: 3012.021973
	Iteration 20F: 3 clusters Score -1111750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1111756.125000 Penalty: 3012.021973
	Iteration 21Q: 3 clusters Score -1111756 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1111762.500000 Penalty: 3012.021973
	Iteration 22Q: 3 clusters Score -1111762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1111769.375000 Penalty: 3012.021973
	Iteration 23Q: 3 clusters Score -1111769 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1111769.375000 Penalty: 3012.021973
	Iteration 24Q: 3 clusters Score -1111769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1111773.500000 Penalty: 3012.021973
	Iteration 25Q: 3 clusters Score -1111774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1111775.625000 Penalty: 3012.021973
	Iteration 26Q: 3 clusters Score -1111776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1111772.500000 Penalty: 3012.021973
	Iteration 27Q: 3 clusters Score -1111772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1111775.375000 Penalty: 3012.021973
	Iteration 28Q: 3 clusters Score -1111775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1111773.625000 Penalty: 3012.021973
	Iteration 29Q: 3 clusters Score -1111774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1111774.500000 Penalty: 3012.021973
	Iteration 30Q: 3 clusters Score -1111774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1111776.000000 Penalty: 3012.021973
	Iteration 31Q: 3 clusters Score -1111776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1111777.750000 Penalty: 3012.021973
	Iteration 32Q: 3 clusters Score -1111778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1111777.125000 Penalty: 3012.021973
	Iteration 33Q: 3 clusters Score -1111777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1111777.125000 Penalty: 3012.021973
	Iteration 34F: 3 clusters Score -1111777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Entering Unmasked Estep 
Score: -1470758.875000 Penalty: 1550.892090
	Iteration 0F: 2 clusters Score -1470759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1461054.125000 Penalty: 3101.784180
	Iteration 0F: 3 clusters Score -1461054 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1464365.500000 Penalty: 3101.784180
	Iteration 1F: 3 clusters Score -1464366 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1464632.250000 Penalty: 3101.784180
	Iteration 2F: 3 clusters Score -1464632 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1464842.875000 Penalty: 3101.784180
	Iteration 3Q: 3 clusters Score -1464843 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1465041.125000 Penalty: 3101.784180
	Iteration 4Q: 3 clusters Score -1465041 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1465236.750000 Penalty: 3101.784180
	Iteration 5Q: 3 clusters Score -1465237 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1465454.375000 Penalty: 3101.784180
	Iteration 6Q: 3 clusters Score -1465454 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1465694.125000 Penalty: 3101.784180
	Iteration 7Q: 3 clusters Score -1465694 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1465995.375000 Penalty: 3101.784180
	Iteration 8Q: 3 clusters Score -1465995 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1466320.250000 Penalty: 3101.784180
	Iteration 9Q: 3 clusters Score -1466320 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1466700.500000 Penalty: 3101.784180
	Iteration 10Q: 3 clusters Score -1466700 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1467099.625000 Penalty: 3101.784180
	Iteration 11Q: 3 clusters Score -1467100 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1467476.125000 Penalty: 3101.784180
	Iteration 12Q: 3 clusters Score -1467476 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1467732.000000 Penalty: 3101.784180
	Iteration 13Q: 3 clusters Score -1467732 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1467900.000000 Penalty: 3101.784180
	Iteration 14Q: 3 clusters Score -1467900 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1468007.375000 Penalty: 3101.784180
	Iteration 15Q: 3 clusters Score -1468007 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1468116.000000 Penalty: 3101.784180
	Iteration 16Q: 3 clusters Score -1468116 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1468200.125000 Penalty: 3101.784180
	Iteration 17Q: 3 clusters Score -1468200 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1468275.625000 Penalty: 3101.784180
	Iteration 18Q: 3 clusters Score -1468276 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1468365.625000 Penalty: 3101.784180
	Iteration 19Q: 3 clusters Score -1468366 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1468463.375000 Penalty: 3101.784180
	Iteration 20F: 3 clusters Score -1468463 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1468553.250000 Penalty: 3101.784180
	Iteration 21Q: 3 clusters Score -1468553 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1468618.500000 Penalty: 3101.784180
	Iteration 22Q: 3 clusters Score -1468618 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1468688.750000 Penalty: 3101.784180
	Iteration 23Q: 3 clusters Score -1468689 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1468760.875000 Penalty: 3101.784180
	Iteration 24Q: 3 clusters Score -1468761 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1468843.750000 Penalty: 3101.784180
	Iteration 25Q: 3 clusters Score -1468844 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1468916.625000 Penalty: 3101.784180
	Iteration 26Q: 3 clusters Score -1468917 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1468996.375000 Penalty: 3101.784180
	Iteration 27Q: 3 clusters Score -1468996 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1469078.125000 Penalty: 3101.784180
	Iteration 28Q: 3 clusters Score -1469078 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1469145.125000 Penalty: 3101.784180
	Iteration 29Q: 3 clusters Score -1469145 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1469202.250000 Penalty: 3101.784180
	Iteration 30Q: 3 clusters Score -1469202 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1469256.625000 Penalty: 3101.784180
	Iteration 31Q: 3 clusters Score -1469257 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1469308.375000 Penalty: 3101.784180
	Iteration 32Q: 3 clusters Score -1469308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1469336.250000 Penalty: 3101.784180
	Iteration 33Q: 3 clusters Score -1469336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1469360.750000 Penalty: 3101.784180
	Iteration 34Q: 3 clusters Score -1469361 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1469380.500000 Penalty: 3101.784180
	Iteration 35Q: 3 clusters Score -1469380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1469397.875000 Penalty: 3101.784180
	Iteration 36Q: 3 clusters Score -1469398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1469403.375000 Penalty: 3101.784180
	Iteration 37Q: 3 clusters Score -1469403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1469410.000000 Penalty: 3101.784180
	Iteration 38Q: 3 clusters Score -1469410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1469417.875000 Penalty: 3101.784180
	Iteration 39Q: 3 clusters Score -1469418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1469424.125000 Penalty: 3101.784180
	Iteration 40F: 3 clusters Score -1469424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1469431.125000 Penalty: 3101.784180
	Iteration 41Q: 3 clusters Score -1469431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1469434.375000 Penalty: 3101.784180
	Iteration 42Q: 3 clusters Score -1469434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1469439.125000 Penalty: 3101.784180
	Iteration 43Q: 3 clusters Score -1469439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1469443.875000 Penalty: 3101.784180
	Iteration 44Q: 3 clusters Score -1469444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1469447.500000 Penalty: 3101.784180
	Iteration 45Q: 3 clusters Score -1469448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1469452.500000 Penalty: 3101.784180
	Iteration 46Q: 3 clusters Score -1469452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1469454.625000 Penalty: 3101.784180
	Iteration 47Q: 3 clusters Score -1469455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1469456.625000 Penalty: 3101.784180
	Iteration 48Q: 3 clusters Score -1469457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1469461.625000 Penalty: 3101.784180
	Iteration 49Q: 3 clusters Score -1469462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1469462.625000 Penalty: 3101.784180
	Iteration 50Q: 3 clusters Score -1469463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1469462.625000 Penalty: 3101.784180
	Iteration 51Q: 3 clusters Score -1469463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1469463.125000 Penalty: 3101.784180
	Iteration 52Q: 3 clusters Score -1469463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1469466.750000 Penalty: 3101.784180
	Iteration 53Q: 3 clusters Score -1469467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1469468.750000 Penalty: 3101.784180
	Iteration 54Q: 3 clusters Score -1469469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1469468.250000 Penalty: 3101.784180
	Iteration 55Q: 3 clusters Score -1469468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1469468.250000 Penalty: 3101.784180
	Iteration 56F: 3 clusters Score -1469468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Entering Unmasked Estep 
Score: -3693670.000000 Penalty: 1712.571167
	Iteration 0F: 2 clusters Score -3693670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -3668536.500000 Penalty: 3425.142334
	Iteration 0F: 3 clusters Score -3668536 nChanged 17533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -3679684.250000 Penalty: 3425.142334
	Iteration 1F: 3 clusters Score -3679684 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -3681033.500000 Penalty: 3425.142334
	Iteration 2F: 3 clusters Score -3681034 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -3682389.250000 Penalty: 3425.142334
	Iteration 3F: 3 clusters Score -3682389 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -3683581.750000 Penalty: 3425.142334
	Iteration 4F: 3 clusters Score -3683582 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -3684612.500000 Penalty: 3425.142334
	Iteration 5F: 3 clusters Score -3684612 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -3685600.500000 Penalty: 3425.142334
	Iteration 6Q: 3 clusters Score -3685600 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -3686399.750000 Penalty: 3425.142334
	Iteration 7Q: 3 clusters Score -3686400 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -3687129.250000 Penalty: 3425.142334
	Iteration 8Q: 3 clusters Score -3687129 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -3687667.000000 Penalty: 3425.142334
	Iteration 9Q: 3 clusters Score -3687667 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -3687978.500000 Penalty: 3425.142334
	Iteration 10Q: 3 clusters Score -3687978 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -3688152.750000 Penalty: 3425.142334
	Iteration 11Q: 3 clusters Score -3688153 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -3688281.500000 Penalty: 3425.142334
	Iteration 12Q: 3 clusters Score -3688282 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -3688353.500000 Penalty: 3425.142334
	Iteration 13Q: 3 clusters Score -3688354 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -3688410.000000 Penalty: 3425.142334
	Iteration 14Q: 3 clusters Score -3688410 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -3688457.250000 Penalty: 3425.142334
	Iteration 15Q: 3 clusters Score -3688457 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -3688512.250000 Penalty: 3425.142334
	Iteration 16Q: 3 clusters Score -3688512 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -3688556.000000 Penalty: 3425.142334
	Iteration 17Q: 3 clusters Score -3688556 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -3688598.000000 Penalty: 3425.142334
	Iteration 18Q: 3 clusters Score -3688598 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -3688627.500000 Penalty: 3425.142334
	Iteration 19Q: 3 clusters Score -3688628 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -3688670.000000 Penalty: 3425.142334
	Iteration 20F: 3 clusters Score -3688670 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -3688697.250000 Penalty: 3425.142334
	Iteration 21Q: 3 clusters Score -3688697 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -3688749.500000 Penalty: 3425.142334
	Iteration 22Q: 3 clusters Score -3688750 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -3688777.000000 Penalty: 3425.142334
	Iteration 23Q: 3 clusters Score -3688777 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -3688834.500000 Penalty: 3425.142334
	Iteration 24Q: 3 clusters Score -3688834 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -3688895.250000 Penalty: 3425.142334
	Iteration 25Q: 3 clusters Score -3688895 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -3688943.250000 Penalty: 3425.142334
	Iteration 26Q: 3 clusters Score -3688943 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -3689013.250000 Penalty: 3425.142334
	Iteration 27Q: 3 clusters Score -3689013 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -3689107.500000 Penalty: 3425.142334
	Iteration 28Q: 3 clusters Score -3689108 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -3689211.750000 Penalty: 3425.142334
	Iteration 29Q: 3 clusters Score -3689212 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -3689332.750000 Penalty: 3425.142334
	Iteration 30Q: 3 clusters Score -3689333 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -3689475.500000 Penalty: 3425.142334
	Iteration 31Q: 3 clusters Score -3689476 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -3689667.750000 Penalty: 3425.142334
	Iteration 32Q: 3 clusters Score -3689668 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -3689876.250000 Penalty: 3425.142334
	Iteration 33Q: 3 clusters Score -3689876 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -3690119.000000 Penalty: 3425.142334
	Iteration 34Q: 3 clusters Score -3690119 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -3690403.500000 Penalty: 3425.142334
	Iteration 35Q: 3 clusters Score -3690404 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -3690701.250000 Penalty: 3425.142334
	Iteration 36Q: 3 clusters Score -3690701 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -3690990.750000 Penalty: 3425.142334
	Iteration 37Q: 3 clusters Score -3690991 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -3691226.000000 Penalty: 3425.142334
	Iteration 38Q: 3 clusters Score -3691226 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -3691484.750000 Penalty: 3425.142334
	Iteration 39Q: 3 clusters Score -3691485 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3691723.750000 Penalty: 3425.142334
	Iteration 40F: 3 clusters Score -3691724 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -3691952.000000 Penalty: 3425.142334
	Iteration 41Q: 3 clusters Score -3691952 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3692129.250000 Penalty: 3425.142334
	Iteration 42Q: 3 clusters Score -3692129 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3692273.500000 Penalty: 3425.142334
	Iteration 43Q: 3 clusters Score -3692274 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3692400.000000 Penalty: 3425.142334
	Iteration 44Q: 3 clusters Score -3692400 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3692473.500000 Penalty: 3425.142334
	Iteration 45Q: 3 clusters Score -3692474 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3692523.750000 Penalty: 3425.142334
	Iteration 46Q: 3 clusters Score -3692524 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3692553.000000 Penalty: 3425.142334
	Iteration 47Q: 3 clusters Score -3692553 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3692597.250000 Penalty: 3425.142334
	Iteration 48Q: 3 clusters Score -3692597 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3692625.000000 Penalty: 3425.142334
	Iteration 49Q: 3 clusters Score -3692625 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3692642.000000 Penalty: 3425.142334
	Iteration 50Q: 3 clusters Score -3692642 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3692648.000000 Penalty: 3425.142334
	Iteration 51Q: 3 clusters Score -3692648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3692660.250000 Penalty: 3425.142334
	Iteration 52Q: 3 clusters Score -3692660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3692666.750000 Penalty: 3425.142334
	Iteration 53Q: 3 clusters Score -3692667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3692673.750000 Penalty: 3425.142334
	Iteration 54Q: 3 clusters Score -3692674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3692680.250000 Penalty: 3425.142334
	Iteration 55Q: 3 clusters Score -3692680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3692678.750000 Penalty: 3425.142334
	Iteration 56Q: 3 clusters Score -3692679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3692680.250000 Penalty: 3425.142334
	Iteration 57Q: 3 clusters Score -3692680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3692687.000000 Penalty: 3425.142334
	Iteration 58Q: 3 clusters Score -3692687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3692688.500000 Penalty: 3425.142334
	Iteration 59Q: 3 clusters Score -3692688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3692690.500000 Penalty: 3425.142334
	Iteration 60F: 3 clusters Score -3692690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3692698.250000 Penalty: 3425.142334
	Iteration 61Q: 3 clusters Score -3692698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3692699.250000 Penalty: 3425.142334
	Iteration 62Q: 3 clusters Score -3692699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3692702.750000 Penalty: 3425.142334
	Iteration 63Q: 3 clusters Score -3692703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3692712.750000 Penalty: 3425.142334
	Iteration 64Q: 3 clusters Score -3692713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3692717.000000 Penalty: 3425.142334
	Iteration 65Q: 3 clusters Score -3692717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3692726.000000 Penalty: 3425.142334
	Iteration 66Q: 3 clusters Score -3692726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3692733.750000 Penalty: 3425.142334
	Iteration 67Q: 3 clusters Score -3692734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3692737.000000 Penalty: 3425.142334
	Iteration 68Q: 3 clusters Score -3692737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3692739.500000 Penalty: 3425.142334
	Iteration 69Q: 3 clusters Score -3692740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3692746.250000 Penalty: 3425.142334
	Iteration 70Q: 3 clusters Score -3692746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3692744.500000 Penalty: 3425.142334
	Iteration 71Q: 3 clusters Score -3692744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3692751.250000 Penalty: 3425.142334
	Iteration 72Q: 3 clusters Score -3692751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3692750.750000 Penalty: 3425.142334
	Iteration 73Q: 3 clusters Score -3692751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3692755.500000 Penalty: 3425.142334
	Iteration 74Q: 3 clusters Score -3692756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3692767.000000 Penalty: 3425.142334
	Iteration 75Q: 3 clusters Score -3692767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3692775.750000 Penalty: 3425.142334
	Iteration 76Q: 3 clusters Score -3692776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3692776.500000 Penalty: 3425.142334
	Iteration 77Q: 3 clusters Score -3692776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3692773.750000 Penalty: 3425.142334
	Iteration 78Q: 3 clusters Score -3692774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3692776.500000 Penalty: 3425.142334
	Iteration 79Q: 3 clusters Score -3692776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3692783.500000 Penalty: 3425.142334
	Iteration 80F: 3 clusters Score -3692784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3692787.500000 Penalty: 3425.142334
	Iteration 81Q: 3 clusters Score -3692788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3692795.500000 Penalty: 3425.142334
	Iteration 82Q: 3 clusters Score -3692796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3692799.500000 Penalty: 3425.142334
	Iteration 83Q: 3 clusters Score -3692800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3692801.000000 Penalty: 3425.142334
	Iteration 84Q: 3 clusters Score -3692801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3692801.250000 Penalty: 3425.142334
	Iteration 85Q: 3 clusters Score -3692801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3692804.000000 Penalty: 3425.142334
	Iteration 86Q: 3 clusters Score -3692804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3692803.500000 Penalty: 3425.142334
	Iteration 87Q: 3 clusters Score -3692804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3692802.750000 Penalty: 3425.142334
	Iteration 88Q: 3 clusters Score -3692803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3692804.250000 Penalty: 3425.142334
	Iteration 89Q: 3 clusters Score -3692804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3692807.000000 Penalty: 3425.142334
	Iteration 90Q: 3 clusters Score -3692807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3692806.500000 Penalty: 3425.142334
	Iteration 91Q: 3 clusters Score -3692806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3692806.250000 Penalty: 3425.142334
	Iteration 92Q: 3 clusters Score -3692806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3692810.500000 Penalty: 3425.142334
	Iteration 93Q: 3 clusters Score -3692810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3692814.750000 Penalty: 3425.142334
	Iteration 94Q: 3 clusters Score -3692815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3692813.750000 Penalty: 3425.142334
	Iteration 95Q: 3 clusters Score -3692814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3692813.750000 Penalty: 3425.142334
	Iteration 96F: 3 clusters Score -3692814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Entering Unmasked Estep 
Score: -256713.609375 Penalty: 1268.918457
	Iteration 0F: 2 clusters Score -256713.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -254348.000000 Penalty: 2537.836914
	Iteration 0F: 3 clusters Score -254348 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -254906.859375 Penalty: 2537.836914
	Iteration 1F: 3 clusters Score -254906.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -255060.125000 Penalty: 2537.836914
	Iteration 2F: 3 clusters Score -255060.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -255197.125000 Penalty: 2537.836914
	Iteration 3F: 3 clusters Score -255197.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -255321.203125 Penalty: 2537.836914
	Iteration 4F: 3 clusters Score -255321.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -255444.296875 Penalty: 2537.836914
	Iteration 5F: 3 clusters Score -255444.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -255537.187500 Penalty: 2537.836914
	Iteration 6Q: 3 clusters Score -255537.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -255610.328125 Penalty: 2537.836914
	Iteration 7Q: 3 clusters Score -255610.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -255663.968750 Penalty: 2537.836914
	Iteration 8Q: 3 clusters Score -255664 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -255700.484375 Penalty: 2537.836914
	Iteration 9Q: 3 clusters Score -255700.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -255743.640625 Penalty: 2537.836914
	Iteration 10Q: 3 clusters Score -255743.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -255780.953125 Penalty: 2537.836914
	Iteration 11Q: 3 clusters Score -255781 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -255810.609375 Penalty: 2537.836914
	Iteration 12Q: 3 clusters Score -255810.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -255835.000000 Penalty: 2537.836914
	Iteration 13Q: 3 clusters Score -255835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -255845.718750 Penalty: 2537.836914
	Iteration 14Q: 3 clusters Score -255845.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -255850.671875 Penalty: 2537.836914
	Iteration 15Q: 3 clusters Score -255850.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -255852.937500 Penalty: 2537.836914
	Iteration 16Q: 3 clusters Score -255852.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -255854.375000 Penalty: 2537.836914
	Iteration 17Q: 3 clusters Score -255854.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -255855.343750 Penalty: 2537.836914
	Iteration 18Q: 3 clusters Score -255855.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -255855.687500 Penalty: 2537.836914
	Iteration 19Q: 3 clusters Score -255855.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -255856.750000 Penalty: 2537.836914
	Iteration 20F: 3 clusters Score -255856.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -255858.203125 Penalty: 2537.836914
	Iteration 21Q: 3 clusters Score -255858.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -255860.875000 Penalty: 2537.836914
	Iteration 22Q: 3 clusters Score -255860.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -255863.343750 Penalty: 2537.836914
	Iteration 23Q: 3 clusters Score -255863.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -255863.343750 Penalty: 2537.836914
	Iteration 24F: 3 clusters Score -255863.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Entering Unmasked Estep 
Score: -2243049.500000 Penalty: 1618.440186
	Iteration 0F: 2 clusters Score -2243050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2228667.000000 Penalty: 3236.880371
	Iteration 0F: 3 clusters Score -2228667 nChanged 9525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2233933.000000 Penalty: 3236.880371
	Iteration 1F: 3 clusters Score -2233933 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2234408.000000 Penalty: 3236.880371
	Iteration 2F: 3 clusters Score -2234408 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2234930.000000 Penalty: 3236.880371
	Iteration 3F: 3 clusters Score -2234930 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2235577.000000 Penalty: 3236.880371
	Iteration 4F: 3 clusters Score -2235577 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2236471.750000 Penalty: 3236.880371
	Iteration 5F: 3 clusters Score -2236472 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2237482.000000 Penalty: 3236.880371
	Iteration 6F: 3 clusters Score -2237482 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2238590.000000 Penalty: 3236.880371
	Iteration 7F: 3 clusters Score -2238590 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2239654.250000 Penalty: 3236.880371
	Iteration 8F: 3 clusters Score -2239654 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2240564.500000 Penalty: 3236.880371
	Iteration 9Q: 3 clusters Score -2240564 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2241125.750000 Penalty: 3236.880371
	Iteration 10Q: 3 clusters Score -2241126 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2241485.500000 Penalty: 3236.880371
	Iteration 11Q: 3 clusters Score -2241486 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2241699.500000 Penalty: 3236.880371
	Iteration 12Q: 3 clusters Score -2241700 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2241836.250000 Penalty: 3236.880371
	Iteration 13Q: 3 clusters Score -2241836 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2241932.500000 Penalty: 3236.880371
	Iteration 14Q: 3 clusters Score -2241932 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2242009.750000 Penalty: 3236.880371
	Iteration 15Q: 3 clusters Score -2242010 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2242066.500000 Penalty: 3236.880371
	Iteration 16Q: 3 clusters Score -2242066 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2242111.000000 Penalty: 3236.880371
	Iteration 17Q: 3 clusters Score -2242111 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2242147.250000 Penalty: 3236.880371
	Iteration 18Q: 3 clusters Score -2242147 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2242178.000000 Penalty: 3236.880371
	Iteration 19Q: 3 clusters Score -2242178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2242201.000000 Penalty: 3236.880371
	Iteration 20F: 3 clusters Score -2242201 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2242216.000000 Penalty: 3236.880371
	Iteration 21Q: 3 clusters Score -2242216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2242230.750000 Penalty: 3236.880371
	Iteration 22Q: 3 clusters Score -2242231 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2242242.750000 Penalty: 3236.880371
	Iteration 23Q: 3 clusters Score -2242243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2242254.750000 Penalty: 3236.880371
	Iteration 24Q: 3 clusters Score -2242255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2242263.750000 Penalty: 3236.880371
	Iteration 25Q: 3 clusters Score -2242264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2242268.500000 Penalty: 3236.880371
	Iteration 26Q: 3 clusters Score -2242268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2242277.500000 Penalty: 3236.880371
	Iteration 27Q: 3 clusters Score -2242278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2242284.000000 Penalty: 3236.880371
	Iteration 28Q: 3 clusters Score -2242284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2242291.500000 Penalty: 3236.880371
	Iteration 29Q: 3 clusters Score -2242292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2242292.250000 Penalty: 3236.880371
	Iteration 30Q: 3 clusters Score -2242292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2242297.500000 Penalty: 3236.880371
	Iteration 31Q: 3 clusters Score -2242298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2242306.500000 Penalty: 3236.880371
	Iteration 32Q: 3 clusters Score -2242306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2242309.500000 Penalty: 3236.880371
	Iteration 33Q: 3 clusters Score -2242310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2242314.750000 Penalty: 3236.880371
	Iteration 34Q: 3 clusters Score -2242315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2242316.500000 Penalty: 3236.880371
	Iteration 35Q: 3 clusters Score -2242316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2242322.500000 Penalty: 3236.880371
	Iteration 36Q: 3 clusters Score -2242322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2242326.500000 Penalty: 3236.880371
	Iteration 37Q: 3 clusters Score -2242326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2242321.500000 Penalty: 3236.880371
	Iteration 38Q: 3 clusters Score -2242322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2242325.500000 Penalty: 3236.880371
	Iteration 39Q: 3 clusters Score -2242326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2242327.750000 Penalty: 3236.880371
	Iteration 40F: 3 clusters Score -2242328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2242328.750000 Penalty: 3236.880371
	Iteration 41Q: 3 clusters Score -2242329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2242327.750000 Penalty: 3236.880371
	Iteration 42Q: 3 clusters Score -2242328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2242327.750000 Penalty: 3236.880371
	Iteration 43F: 3 clusters Score -2242328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Entering Unmasked Estep 
Score: -227039.703125 Penalty: 1251.224365
	Iteration 0F: 2 clusters Score -227039.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -224805.046875 Penalty: 2502.448730
	Iteration 0F: 3 clusters Score -224805 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -225405.859375 Penalty: 2502.448730
	Iteration 1F: 3 clusters Score -225405.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -225659.859375 Penalty: 2502.448730
	Iteration 2F: 3 clusters Score -225659.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -225875.406250 Penalty: 2502.448730
	Iteration 3F: 3 clusters Score -225875.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -226035.531250 Penalty: 2502.448730
	Iteration 4F: 3 clusters Score -226035.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -226169.859375 Penalty: 2502.448730
	Iteration 5Q: 3 clusters Score -226169.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -226239.640625 Penalty: 2502.448730
	Iteration 6Q: 3 clusters Score -226239.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -226280.750000 Penalty: 2502.448730
	Iteration 7Q: 3 clusters Score -226280.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -226310.093750 Penalty: 2502.448730
	Iteration 8Q: 3 clusters Score -226310.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -226329.671875 Penalty: 2502.448730
	Iteration 9Q: 3 clusters Score -226329.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -226343.062500 Penalty: 2502.448730
	Iteration 10Q: 3 clusters Score -226343.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -226350.671875 Penalty: 2502.448730
	Iteration 11Q: 3 clusters Score -226350.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -226354.468750 Penalty: 2502.448730
	Iteration 12Q: 3 clusters Score -226354.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -226355.984375 Penalty: 2502.448730
	Iteration 13Q: 3 clusters Score -226356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -226357.343750 Penalty: 2502.448730
	Iteration 14Q: 3 clusters Score -226357.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -226358.171875 Penalty: 2502.448730
	Iteration 15Q: 3 clusters Score -226358.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -226359.984375 Penalty: 2502.448730
	Iteration 16Q: 3 clusters Score -226360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -226361.718750 Penalty: 2502.448730
	Iteration 17Q: 3 clusters Score -226361.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -226361.718750 Penalty: 2502.448730
	Iteration 18F: 3 clusters Score -226361.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (128087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128087 members 
Entering Unmasked Estep 
Score: -13751031.000000 Penalty: 1911.075562
	Iteration 0F: 2 clusters Score -1.375103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64225 members 
Mstep: Class 2 contains 63862 members 
Entering Unmasked Estep 
Score: -13665580.000000 Penalty: 3822.151123
	Iteration 0F: 3 clusters Score -1.366558e+07 nChanged 61572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67231 members 
Mstep: Class 2 contains 60856 members 
Entering Unmasked Estep 
Score: -13701849.000000 Penalty: 3822.151123
	Iteration 1F: 3 clusters Score -1.370185e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69453 members 
Mstep: Class 2 contains 58634 members 
Entering Unmasked Estep 
Score: -13703089.000000 Penalty: 3822.151123
	Iteration 2Q: 3 clusters Score -1.370309e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73007 members 
Mstep: Class 2 contains 55080 members 
Entering Unmasked Estep 
Score: -13704767.000000 Penalty: 3822.151123
	Iteration 3Q: 3 clusters Score -1.370477e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78546 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -13707708.000000 Penalty: 3822.151123
	Iteration 4F: 3 clusters Score -1.370771e+07 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86369 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -13712899.000000 Penalty: 3822.151123
	Iteration 5F: 3 clusters Score -1.37129e+07 nChanged 10500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96381 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -13721185.000000 Penalty: 3822.151123
	Iteration 6F: 3 clusters Score -1.372118e+07 nChanged 10596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106687 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -13730458.000000 Penalty: 3822.151123
	Iteration 7F: 3 clusters Score -1.373046e+07 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115200 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -13738086.000000 Penalty: 3822.151123
	Iteration 8F: 3 clusters Score -1.373809e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121089 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -13743605.000000 Penalty: 3822.151123
	Iteration 9Q: 3 clusters Score -1.37436e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124570 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -13746629.000000 Penalty: 3822.151123
	Iteration 10Q: 3 clusters Score -1.374663e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126337 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -13748127.000000 Penalty: 3822.151123
	Iteration 11Q: 3 clusters Score -1.374813e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127139 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -13748778.000000 Penalty: 3822.151123
	Iteration 12Q: 3 clusters Score -1.374878e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127460 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -13749019.000000 Penalty: 3822.151123
	Iteration 13Q: 3 clusters Score -1.374902e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127611 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -13749179.000000 Penalty: 3822.151123
	Iteration 14Q: 3 clusters Score -1.374918e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127697 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -13749272.000000 Penalty: 3822.151123
	Iteration 15Q: 3 clusters Score -1.374927e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127726 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -13749309.000000 Penalty: 3822.151123
	Iteration 16Q: 3 clusters Score -1.374931e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127738 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -13749335.000000 Penalty: 3822.151123
	Iteration 17Q: 3 clusters Score -1.374934e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127744 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -13749346.000000 Penalty: 3822.151123
	Iteration 18Q: 3 clusters Score -1.374935e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127750 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -13749356.000000 Penalty: 3822.151123
	Iteration 19Q: 3 clusters Score -1.374936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127755 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -13749368.000000 Penalty: 3822.151123
	Iteration 20F: 3 clusters Score -1.374937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127758 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -13749375.000000 Penalty: 3822.151123
	Iteration 21Q: 3 clusters Score -1.374938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127760 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -13749375.000000 Penalty: 3822.151123
	Iteration 22Q: 3 clusters Score -1.374938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127765 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -13749391.000000 Penalty: 3822.151123
	Iteration 23Q: 3 clusters Score -1.374939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127767 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -13749389.000000 Penalty: 3822.151123
	Iteration 24Q: 3 clusters Score -1.374939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127770 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -13749388.000000 Penalty: 3822.151123
	Iteration 25Q: 3 clusters Score -1.374939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127770 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -13749390.000000 Penalty: 3822.151123
	Iteration 26Q: 3 clusters Score -1.374939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127774 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -13749395.000000 Penalty: 3822.151123
	Iteration 27Q: 3 clusters Score -1.37494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127776 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -13749406.000000 Penalty: 3822.151123
	Iteration 28Q: 3 clusters Score -1.374941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127779 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -13749406.000000 Penalty: 3822.151123
	Iteration 29Q: 3 clusters Score -1.374941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127783 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -13749417.000000 Penalty: 3822.151123
	Iteration 30Q: 3 clusters Score -1.374942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127788 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -13749420.000000 Penalty: 3822.151123
	Iteration 31Q: 3 clusters Score -1.374942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127790 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -13749426.000000 Penalty: 3822.151123
	Iteration 32Q: 3 clusters Score -1.374943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127791 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -13749424.000000 Penalty: 3822.151123
	Iteration 33Q: 3 clusters Score -1.374942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127791 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -13749424.000000 Penalty: 3822.151123
	Iteration 34F: 3 clusters Score -1.374942e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Entering Unmasked Estep 
Score: -2600628.250000 Penalty: 1642.102051
	Iteration 0F: 2 clusters Score -2600628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2583964.000000 Penalty: 3284.204102
	Iteration 0F: 3 clusters Score -2583964 nChanged 11073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2590039.000000 Penalty: 3284.204102
	Iteration 1F: 3 clusters Score -2590039 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2590383.750000 Penalty: 3284.204102
	Iteration 2Q: 3 clusters Score -2590384 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2590730.250000 Penalty: 3284.204102
	Iteration 3Q: 3 clusters Score -2590730 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2591090.250000 Penalty: 3284.204102
	Iteration 4Q: 3 clusters Score -2591090 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2591464.750000 Penalty: 3284.204102
	Iteration 5Q: 3 clusters Score -2591465 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2591873.000000 Penalty: 3284.204102
	Iteration 6Q: 3 clusters Score -2591873 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2592465.500000 Penalty: 3284.204102
	Iteration 7Q: 3 clusters Score -2592466 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2593244.000000 Penalty: 3284.204102
	Iteration 8F: 3 clusters Score -2593244 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2594129.500000 Penalty: 3284.204102
	Iteration 9F: 3 clusters Score -2594130 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2595040.000000 Penalty: 3284.204102
	Iteration 10F: 3 clusters Score -2595040 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2595851.250000 Penalty: 3284.204102
	Iteration 11Q: 3 clusters Score -2595851 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2596477.750000 Penalty: 3284.204102
	Iteration 12Q: 3 clusters Score -2596478 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2596964.750000 Penalty: 3284.204102
	Iteration 13Q: 3 clusters Score -2596965 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2597302.000000 Penalty: 3284.204102
	Iteration 14Q: 3 clusters Score -2597302 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2597643.750000 Penalty: 3284.204102
	Iteration 15Q: 3 clusters Score -2597644 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2597960.000000 Penalty: 3284.204102
	Iteration 16Q: 3 clusters Score -2597960 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2598246.750000 Penalty: 3284.204102
	Iteration 17Q: 3 clusters Score -2598247 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2598489.250000 Penalty: 3284.204102
	Iteration 18Q: 3 clusters Score -2598489 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2598683.250000 Penalty: 3284.204102
	Iteration 19Q: 3 clusters Score -2598683 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2598830.000000 Penalty: 3284.204102
	Iteration 20F: 3 clusters Score -2598830 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2598959.250000 Penalty: 3284.204102
	Iteration 21Q: 3 clusters Score -2598959 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2599048.500000 Penalty: 3284.204102
	Iteration 22Q: 3 clusters Score -2599048 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2599111.250000 Penalty: 3284.204102
	Iteration 23Q: 3 clusters Score -2599111 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2599146.500000 Penalty: 3284.204102
	Iteration 24Q: 3 clusters Score -2599146 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2599183.250000 Penalty: 3284.204102
	Iteration 25Q: 3 clusters Score -2599183 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2599204.000000 Penalty: 3284.204102
	Iteration 26Q: 3 clusters Score -2599204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2599213.250000 Penalty: 3284.204102
	Iteration 27Q: 3 clusters Score -2599213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2599218.750000 Penalty: 3284.204102
	Iteration 28Q: 3 clusters Score -2599219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2599225.000000 Penalty: 3284.204102
	Iteration 29Q: 3 clusters Score -2599225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2599234.000000 Penalty: 3284.204102
	Iteration 30Q: 3 clusters Score -2599234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2599236.000000 Penalty: 3284.204102
	Iteration 31Q: 3 clusters Score -2599236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2599240.000000 Penalty: 3284.204102
	Iteration 32Q: 3 clusters Score -2599240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2599239.250000 Penalty: 3284.204102
	Iteration 33Q: 3 clusters Score -2599239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2599244.750000 Penalty: 3284.204102
	Iteration 34Q: 3 clusters Score -2599245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2599245.500000 Penalty: 3284.204102
	Iteration 35Q: 3 clusters Score -2599246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2599247.250000 Penalty: 3284.204102
	Iteration 36Q: 3 clusters Score -2599247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2599249.000000 Penalty: 3284.204102
	Iteration 37Q: 3 clusters Score -2599249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2599250.750000 Penalty: 3284.204102
	Iteration 38Q: 3 clusters Score -2599251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2599256.250000 Penalty: 3284.204102
	Iteration 39Q: 3 clusters Score -2599256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2599256.250000 Penalty: 3284.204102
	Iteration 40F: 3 clusters Score -2599256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Entering Unmasked Estep 
Score: -346531.312500 Penalty: 1337.425415
	Iteration 0F: 2 clusters Score -346531.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -343387.937500 Penalty: 2674.850830
	Iteration 0F: 3 clusters Score -343387.9 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -344356.906250 Penalty: 2674.850830
	Iteration 1F: 3 clusters Score -344356.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -344698.312500 Penalty: 2674.850830
	Iteration 2F: 3 clusters Score -344698.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -344960.187500 Penalty: 2674.850830
	Iteration 3F: 3 clusters Score -344960.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -345160.593750 Penalty: 2674.850830
	Iteration 4F: 3 clusters Score -345160.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -345356.812500 Penalty: 2674.850830
	Iteration 5F: 3 clusters Score -345356.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -345546.843750 Penalty: 2674.850830
	Iteration 6F: 3 clusters Score -345546.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -345700.750000 Penalty: 2674.850830
	Iteration 7Q: 3 clusters Score -345700.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -345806.156250 Penalty: 2674.850830
	Iteration 8Q: 3 clusters Score -345806.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -345858.406250 Penalty: 2674.850830
	Iteration 9Q: 3 clusters Score -345858.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -345886.750000 Penalty: 2674.850830
	Iteration 10Q: 3 clusters Score -345886.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -345904.343750 Penalty: 2674.850830
	Iteration 11Q: 3 clusters Score -345904.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -345913.593750 Penalty: 2674.850830
	Iteration 12Q: 3 clusters Score -345913.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -345922.406250 Penalty: 2674.850830
	Iteration 13Q: 3 clusters Score -345922.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -345928.250000 Penalty: 2674.850830
	Iteration 14Q: 3 clusters Score -345928.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -345931.531250 Penalty: 2674.850830
	Iteration 15Q: 3 clusters Score -345931.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -345934.437500 Penalty: 2674.850830
	Iteration 16Q: 3 clusters Score -345934.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -345941.343750 Penalty: 2674.850830
	Iteration 17Q: 3 clusters Score -345941.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -345945.812500 Penalty: 2674.850830
	Iteration 18Q: 3 clusters Score -345945.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -345948.968750 Penalty: 2674.850830
	Iteration 19Q: 3 clusters Score -345949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -345955.437500 Penalty: 2674.850830
	Iteration 20F: 3 clusters Score -345955.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -345958.312500 Penalty: 2674.850830
	Iteration 21Q: 3 clusters Score -345958.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -345960.375000 Penalty: 2674.850830
	Iteration 22Q: 3 clusters Score -345960.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -345962.531250 Penalty: 2674.850830
	Iteration 23Q: 3 clusters Score -345962.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -345966.000000 Penalty: 2674.850830
	Iteration 24Q: 3 clusters Score -345966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -345967.968750 Penalty: 2674.850830
	Iteration 25Q: 3 clusters Score -345968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -345970.562500 Penalty: 2674.850830
	Iteration 26Q: 3 clusters Score -345970.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -345973.906250 Penalty: 2674.850830
	Iteration 27Q: 3 clusters Score -345973.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -345978.062500 Penalty: 2674.850830
	Iteration 28Q: 3 clusters Score -345978.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -345983.031250 Penalty: 2674.850830
	Iteration 29Q: 3 clusters Score -345983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -345984.625000 Penalty: 2674.850830
	Iteration 30Q: 3 clusters Score -345984.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -345985.437500 Penalty: 2674.850830
	Iteration 31Q: 3 clusters Score -345985.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -345987.187500 Penalty: 2674.850830
	Iteration 32Q: 3 clusters Score -345987.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -345989.750000 Penalty: 2674.850830
	Iteration 33Q: 3 clusters Score -345989.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -345993.875000 Penalty: 2674.850830
	Iteration 34Q: 3 clusters Score -345993.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -346002.031250 Penalty: 2674.850830
	Iteration 35Q: 3 clusters Score -346002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -346007.031250 Penalty: 2674.850830
	Iteration 36Q: 3 clusters Score -346007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -346009.656250 Penalty: 2674.850830
	Iteration 37Q: 3 clusters Score -346009.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -346012.781250 Penalty: 2674.850830
	Iteration 38Q: 3 clusters Score -346012.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -346014.468750 Penalty: 2674.850830
	Iteration 39Q: 3 clusters Score -346014.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -346016.750000 Penalty: 2674.850830
	Iteration 40F: 3 clusters Score -346016.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -346018.625000 Penalty: 2674.850830
	Iteration 41Q: 3 clusters Score -346018.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -346019.468750 Penalty: 2674.850830
	Iteration 42Q: 3 clusters Score -346019.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -346020.156250 Penalty: 2674.850830
	Iteration 43Q: 3 clusters Score -346020.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -346020.687500 Penalty: 2674.850830
	Iteration 44Q: 3 clusters Score -346020.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -346021.656250 Penalty: 2674.850830
	Iteration 45Q: 3 clusters Score -346021.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -346021.843750 Penalty: 2674.850830
	Iteration 46Q: 3 clusters Score -346021.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -346021.468750 Penalty: 2674.850830
	Iteration 47Q: 3 clusters Score -346021.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -346021.468750 Penalty: 2674.850830
	Iteration 48F: 3 clusters Score -346021.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Entering Unmasked Estep 
Score: -560972.687500 Penalty: 1415.743408
	Iteration 0F: 2 clusters Score -560972.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -556320.062500 Penalty: 2831.486816
	Iteration 0F: 3 clusters Score -556320.1 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -558093.625000 Penalty: 2831.486816
	Iteration 1F: 3 clusters Score -558093.6 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -558697.000000 Penalty: 2831.486816
	Iteration 2F: 3 clusters Score -558697 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -559169.500000 Penalty: 2831.486816
	Iteration 3F: 3 clusters Score -559169.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -559574.500000 Penalty: 2831.486816
	Iteration 4F: 3 clusters Score -559574.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -559923.687500 Penalty: 2831.486816
	Iteration 5F: 3 clusters Score -559923.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -560174.312500 Penalty: 2831.486816
	Iteration 6F: 3 clusters Score -560174.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -560392.437500 Penalty: 2831.486816
	Iteration 7Q: 3 clusters Score -560392.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -560551.937500 Penalty: 2831.486816
	Iteration 8Q: 3 clusters Score -560551.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -560679.250000 Penalty: 2831.486816
	Iteration 9Q: 3 clusters Score -560679.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -560748.187500 Penalty: 2831.486816
	Iteration 10Q: 3 clusters Score -560748.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -560801.875000 Penalty: 2831.486816
	Iteration 11Q: 3 clusters Score -560801.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -560849.062500 Penalty: 2831.486816
	Iteration 12Q: 3 clusters Score -560849.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -560901.625000 Penalty: 2831.486816
	Iteration 13Q: 3 clusters Score -560901.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -560956.500000 Penalty: 2831.486816
	Iteration 14Q: 3 clusters Score -560956.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -561000.375000 Penalty: 2831.486816
	Iteration 15Q: 3 clusters Score -561000.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -561026.812500 Penalty: 2831.486816
	Iteration 16Q: 3 clusters Score -561026.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -561046.187500 Penalty: 2831.486816
	Iteration 17Q: 3 clusters Score -561046.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -561064.812500 Penalty: 2831.486816
	Iteration 18Q: 3 clusters Score -561064.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -561091.062500 Penalty: 2831.486816
	Iteration 19Q: 3 clusters Score -561091.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -561127.312500 Penalty: 2831.486816
	Iteration 20F: 3 clusters Score -561127.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -561160.500000 Penalty: 2831.486816
	Iteration 21Q: 3 clusters Score -561160.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -561180.375000 Penalty: 2831.486816
	Iteration 22Q: 3 clusters Score -561180.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -561187.312500 Penalty: 2831.486816
	Iteration 23Q: 3 clusters Score -561187.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -561191.625000 Penalty: 2831.486816
	Iteration 24Q: 3 clusters Score -561191.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -561192.750000 Penalty: 2831.486816
	Iteration 25Q: 3 clusters Score -561192.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -561193.187500 Penalty: 2831.486816
	Iteration 26Q: 3 clusters Score -561193.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -561193.187500 Penalty: 2831.486816
	Iteration 27Q: 3 clusters Score -561193.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -561192.750000 Penalty: 2831.486816
	Iteration 28Q: 3 clusters Score -561192.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -561193.375000 Penalty: 2831.486816
	Iteration 29Q: 3 clusters Score -561193.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -561193.375000 Penalty: 2831.486816
	Iteration 30F: 3 clusters Score -561193.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 802 members 
Mstep: Class 3 contains 10591 members 
Mstep: Class 4 contains 13960 members 
Mstep: Class 5 contains 37756 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21155 members 
Mstep: Class 8 contains 2208 members 
Mstep: Class 9 contains 128087 members 
Mstep: Class 10 contains 24471 members 
Mstep: Class 11 contains 3753 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 32240 members 
Mstep: Class 14 contains 10578 members 
Mstep: Class 15 contains 13467 members 
Mstep: Class 16 contains 31539 members 
Mstep: Class 17 contains 6231 members 
Mstep: Class 18 contains 18584 members 
Mstep: Class 19 contains 5204 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 3871 members 
Mstep: Class 22 contains 174245 members 
Mstep: Class 23 contains 2368 members 
Mstep: Class 24 contains 3757 members 
Mstep: Class 25 contains 18768 members 
Mstep: Class 26 contains 18017 members 
Mstep: Class 27 contains 43236 members 
Mstep: Class 28 contains 706 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 648 members 
Mstep: Class 31 contains 3357 members 
Mstep: Class 32 contains 215 members 
Mstep: Class 33 contains 947 members 
Entering Unmasked Estep 
Score: -65957180.000000 Penalty: 71703.882812
Splitting cluster 12 changes total score from -65957720.000000 to -65957180.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (32240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Entering Unmasked Estep 
Score: -3421413.000000 Penalty: 1686.906494
	Iteration 0F: 2 clusters Score -3421413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -3399705.750000 Penalty: 3373.812988
	Iteration 0F: 3 clusters Score -3399706 nChanged 14851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -3408154.500000 Penalty: 3373.812988
	Iteration 1F: 3 clusters Score -3408154 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -3408820.500000 Penalty: 3373.812988
	Iteration 2Q: 3 clusters Score -3408820 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -3409711.250000 Penalty: 3373.812988
	Iteration 3F: 3 clusters Score -3409711 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -3410792.000000 Penalty: 3373.812988
	Iteration 4F: 3 clusters Score -3410792 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -3412177.250000 Penalty: 3373.812988
	Iteration 5F: 3 clusters Score -3412177 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -3413847.000000 Penalty: 3373.812988
	Iteration 6F: 3 clusters Score -3413847 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -3415732.750000 Penalty: 3373.812988
	Iteration 7F: 3 clusters Score -3415733 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -3417515.750000 Penalty: 3373.812988
	Iteration 8F: 3 clusters Score -3417516 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -3418698.500000 Penalty: 3373.812988
	Iteration 9Q: 3 clusters Score -3418698 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -3419369.750000 Penalty: 3373.812988
	Iteration 10Q: 3 clusters Score -3419370 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -3419710.250000 Penalty: 3373.812988
	Iteration 11Q: 3 clusters Score -3419710 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3419949.000000 Penalty: 3373.812988
	Iteration 12Q: 3 clusters Score -3419949 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -3420129.000000 Penalty: 3373.812988
	Iteration 13Q: 3 clusters Score -3420129 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -3420284.500000 Penalty: 3373.812988
	Iteration 14Q: 3 clusters Score -3420284 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3420432.250000 Penalty: 3373.812988
	Iteration 15Q: 3 clusters Score -3420432 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -3420537.000000 Penalty: 3373.812988
	Iteration 16Q: 3 clusters Score -3420537 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3420632.000000 Penalty: 3373.812988
	Iteration 17Q: 3 clusters Score -3420632 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3420728.750000 Penalty: 3373.812988
	Iteration 18Q: 3 clusters Score -3420729 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3420805.000000 Penalty: 3373.812988
	Iteration 19Q: 3 clusters Score -3420805 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3420870.500000 Penalty: 3373.812988
	Iteration 20F: 3 clusters Score -3420870 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3420938.000000 Penalty: 3373.812988
	Iteration 21Q: 3 clusters Score -3420938 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3421019.250000 Penalty: 3373.812988
	Iteration 22Q: 3 clusters Score -3421019 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3421076.500000 Penalty: 3373.812988
	Iteration 23Q: 3 clusters Score -3421076 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3421112.500000 Penalty: 3373.812988
	Iteration 24Q: 3 clusters Score -3421112 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3421156.000000 Penalty: 3373.812988
	Iteration 25Q: 3 clusters Score -3421156 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3421178.000000 Penalty: 3373.812988
	Iteration 26Q: 3 clusters Score -3421178 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3421199.750000 Penalty: 3373.812988
	Iteration 27Q: 3 clusters Score -3421200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3421211.500000 Penalty: 3373.812988
	Iteration 28Q: 3 clusters Score -3421212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3421222.500000 Penalty: 3373.812988
	Iteration 29Q: 3 clusters Score -3421222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3421234.250000 Penalty: 3373.812988
	Iteration 30Q: 3 clusters Score -3421234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3421240.500000 Penalty: 3373.812988
	Iteration 31Q: 3 clusters Score -3421240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3421248.500000 Penalty: 3373.812988
	Iteration 32Q: 3 clusters Score -3421248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3421250.750000 Penalty: 3373.812988
	Iteration 33Q: 3 clusters Score -3421251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3421252.500000 Penalty: 3373.812988
	Iteration 34Q: 3 clusters Score -3421252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3421248.750000 Penalty: 3373.812988
	Iteration 35Q: 3 clusters Score -3421249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3421245.750000 Penalty: 3373.812988
	Iteration 36Q: 3 clusters Score -3421246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3421245.500000 Penalty: 3373.812988
	Iteration 37Q: 3 clusters Score -3421246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3421246.250000 Penalty: 3373.812988
	Iteration 38Q: 3 clusters Score -3421246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3421247.500000 Penalty: 3373.812988
	Iteration 39Q: 3 clusters Score -3421248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3421251.000000 Penalty: 3373.812988
	Iteration 40F: 3 clusters Score -3421251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3421254.250000 Penalty: 3373.812988
	Iteration 41Q: 3 clusters Score -3421254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3421253.500000 Penalty: 3373.812988
	Iteration 42Q: 3 clusters Score -3421254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3421254.000000 Penalty: 3373.812988
	Iteration 43Q: 3 clusters Score -3421254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3421254.000000 Penalty: 3373.812988
	Iteration 44F: 3 clusters Score -3421254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Entering Unmasked Estep 
Score: -1088948.750000 Penalty: 1505.811401
	Iteration 0F: 2 clusters Score -1088949 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 5202 members 
Entering Unmasked Estep 
Score: -1081397.375000 Penalty: 3011.622803
	Iteration 0F: 3 clusters Score -1081397 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1084009.000000 Penalty: 3011.622803
	Iteration 1F: 3 clusters Score -1084009 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1084367.625000 Penalty: 3011.622803
	Iteration 2F: 3 clusters Score -1084368 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1084686.750000 Penalty: 3011.622803
	Iteration 3F: 3 clusters Score -1084687 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1085050.250000 Penalty: 3011.622803
	Iteration 4F: 3 clusters Score -1085050 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1085485.750000 Penalty: 3011.622803
	Iteration 5F: 3 clusters Score -1085486 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1085962.750000 Penalty: 3011.622803
	Iteration 6F: 3 clusters Score -1085963 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1086426.875000 Penalty: 3011.622803
	Iteration 7F: 3 clusters Score -1086427 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1086976.375000 Penalty: 3011.622803
	Iteration 8F: 3 clusters Score -1086976 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1087534.625000 Penalty: 3011.622803
	Iteration 9F: 3 clusters Score -1087535 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1087915.125000 Penalty: 3011.622803
	Iteration 10Q: 3 clusters Score -1087915 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1088080.000000 Penalty: 3011.622803
	Iteration 11Q: 3 clusters Score -1088080 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1088149.250000 Penalty: 3011.622803
	Iteration 12Q: 3 clusters Score -1088149 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1088182.875000 Penalty: 3011.622803
	Iteration 13Q: 3 clusters Score -1088183 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1088207.375000 Penalty: 3011.622803
	Iteration 14Q: 3 clusters Score -1088207 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1088227.625000 Penalty: 3011.622803
	Iteration 15Q: 3 clusters Score -1088228 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1088238.875000 Penalty: 3011.622803
	Iteration 16Q: 3 clusters Score -1088239 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1088246.500000 Penalty: 3011.622803
	Iteration 17Q: 3 clusters Score -1088246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1088249.625000 Penalty: 3011.622803
	Iteration 18Q: 3 clusters Score -1088250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1088253.875000 Penalty: 3011.622803
	Iteration 19Q: 3 clusters Score -1088254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1088256.625000 Penalty: 3011.622803
	Iteration 20F: 3 clusters Score -1088257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1088258.875000 Penalty: 3011.622803
	Iteration 21Q: 3 clusters Score -1088259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1088259.750000 Penalty: 3011.622803
	Iteration 22Q: 3 clusters Score -1088260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1088259.500000 Penalty: 3011.622803
	Iteration 23Q: 3 clusters Score -1088260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1088260.250000 Penalty: 3011.622803
	Iteration 24Q: 3 clusters Score -1088260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1088267.875000 Penalty: 3011.622803
	Iteration 25Q: 3 clusters Score -1088268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1088270.625000 Penalty: 3011.622803
	Iteration 26Q: 3 clusters Score -1088271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1088273.125000 Penalty: 3011.622803
	Iteration 27Q: 3 clusters Score -1088273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1088275.375000 Penalty: 3011.622803
	Iteration 28Q: 3 clusters Score -1088275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1088276.875000 Penalty: 3011.622803
	Iteration 29Q: 3 clusters Score -1088277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1088280.250000 Penalty: 3011.622803
	Iteration 30Q: 3 clusters Score -1088280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1088282.250000 Penalty: 3011.622803
	Iteration 31Q: 3 clusters Score -1088282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1088283.750000 Penalty: 3011.622803
	Iteration 32Q: 3 clusters Score -1088284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1088289.000000 Penalty: 3011.622803
	Iteration 33Q: 3 clusters Score -1088289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1088287.750000 Penalty: 3011.622803
	Iteration 34Q: 3 clusters Score -1088288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1088287.375000 Penalty: 3011.622803
	Iteration 35Q: 3 clusters Score -1088287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1088291.250000 Penalty: 3011.622803
	Iteration 36Q: 3 clusters Score -1088291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1088290.625000 Penalty: 3011.622803
	Iteration 37Q: 3 clusters Score -1088291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1088290.500000 Penalty: 3011.622803
	Iteration 38Q: 3 clusters Score -1088290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1088292.500000 Penalty: 3011.622803
	Iteration 39Q: 3 clusters Score -1088292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1088292.625000 Penalty: 3011.622803
	Iteration 40F: 3 clusters Score -1088293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1088294.500000 Penalty: 3011.622803
	Iteration 41Q: 3 clusters Score -1088294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1088293.625000 Penalty: 3011.622803
	Iteration 42Q: 3 clusters Score -1088294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1088293.625000 Penalty: 3011.622803
	Iteration 43F: 3 clusters Score -1088294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Entering Unmasked Estep 
Score: -1419002.750000 Penalty: 1545.049561
	Iteration 0F: 2 clusters Score -1419003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1409682.625000 Penalty: 3090.099121
	Iteration 0F: 3 clusters Score -1409683 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1412874.250000 Penalty: 3090.099121
	Iteration 1F: 3 clusters Score -1412874 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1413253.375000 Penalty: 3090.099121
	Iteration 2F: 3 clusters Score -1413253 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1413655.875000 Penalty: 3090.099121
	Iteration 3F: 3 clusters Score -1413656 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1414035.125000 Penalty: 3090.099121
	Iteration 4F: 3 clusters Score -1414035 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1414397.000000 Penalty: 3090.099121
	Iteration 5F: 3 clusters Score -1414397 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1414718.375000 Penalty: 3090.099121
	Iteration 6F: 3 clusters Score -1414718 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1414986.875000 Penalty: 3090.099121
	Iteration 7Q: 3 clusters Score -1414987 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1415240.750000 Penalty: 3090.099121
	Iteration 8Q: 3 clusters Score -1415241 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1415450.875000 Penalty: 3090.099121
	Iteration 9Q: 3 clusters Score -1415451 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1415678.875000 Penalty: 3090.099121
	Iteration 10Q: 3 clusters Score -1415679 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1415930.375000 Penalty: 3090.099121
	Iteration 11Q: 3 clusters Score -1415930 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1416183.375000 Penalty: 3090.099121
	Iteration 12Q: 3 clusters Score -1416183 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1416402.125000 Penalty: 3090.099121
	Iteration 13Q: 3 clusters Score -1416402 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1416590.625000 Penalty: 3090.099121
	Iteration 14Q: 3 clusters Score -1416591 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1416738.750000 Penalty: 3090.099121
	Iteration 15Q: 3 clusters Score -1416739 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1416837.000000 Penalty: 3090.099121
	Iteration 16Q: 3 clusters Score -1416837 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1416893.125000 Penalty: 3090.099121
	Iteration 17Q: 3 clusters Score -1416893 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1416936.875000 Penalty: 3090.099121
	Iteration 18Q: 3 clusters Score -1416937 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1416958.750000 Penalty: 3090.099121
	Iteration 19Q: 3 clusters Score -1416959 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1416970.500000 Penalty: 3090.099121
	Iteration 20F: 3 clusters Score -1416970 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1416982.250000 Penalty: 3090.099121
	Iteration 21Q: 3 clusters Score -1416982 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1416988.625000 Penalty: 3090.099121
	Iteration 22Q: 3 clusters Score -1416989 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1416996.000000 Penalty: 3090.099121
	Iteration 23Q: 3 clusters Score -1416996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1416997.750000 Penalty: 3090.099121
	Iteration 24Q: 3 clusters Score -1416998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1417006.500000 Penalty: 3090.099121
	Iteration 25Q: 3 clusters Score -1417006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1417007.750000 Penalty: 3090.099121
	Iteration 26Q: 3 clusters Score -1417008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1417011.375000 Penalty: 3090.099121
	Iteration 27Q: 3 clusters Score -1417011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1417014.000000 Penalty: 3090.099121
	Iteration 28Q: 3 clusters Score -1417014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1417014.375000 Penalty: 3090.099121
	Iteration 29Q: 3 clusters Score -1417014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1417017.500000 Penalty: 3090.099121
	Iteration 30Q: 3 clusters Score -1417018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1417019.250000 Penalty: 3090.099121
	Iteration 31Q: 3 clusters Score -1417019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1417015.625000 Penalty: 3090.099121
	Iteration 32Q: 3 clusters Score -1417016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1417017.250000 Penalty: 3090.099121
	Iteration 33Q: 3 clusters Score -1417017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1417014.375000 Penalty: 3090.099121
	Iteration 34Q: 3 clusters Score -1417014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1417019.125000 Penalty: 3090.099121
	Iteration 35Q: 3 clusters Score -1417019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1417017.125000 Penalty: 3090.099121
	Iteration 36Q: 3 clusters Score -1417017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1417017.625000 Penalty: 3090.099121
	Iteration 37Q: 3 clusters Score -1417018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1417018.375000 Penalty: 3090.099121
	Iteration 38Q: 3 clusters Score -1417018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1417018.875000 Penalty: 3090.099121
	Iteration 39Q: 3 clusters Score -1417019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1417021.500000 Penalty: 3090.099121
	Iteration 40F: 3 clusters Score -1417022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1417021.750000 Penalty: 3090.099121
	Iteration 41Q: 3 clusters Score -1417022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1417024.875000 Penalty: 3090.099121
	Iteration 42Q: 3 clusters Score -1417025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1417026.375000 Penalty: 3090.099121
	Iteration 43Q: 3 clusters Score -1417026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1417023.750000 Penalty: 3090.099121
	Iteration 44Q: 3 clusters Score -1417024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1417025.375000 Penalty: 3090.099121
	Iteration 45Q: 3 clusters Score -1417025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1417025.375000 Penalty: 3090.099121
	Iteration 46Q: 3 clusters Score -1417025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1417025.875000 Penalty: 3090.099121
	Iteration 47Q: 3 clusters Score -1417026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1417025.750000 Penalty: 3090.099121
	Iteration 48Q: 3 clusters Score -1417026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1417023.375000 Penalty: 3090.099121
	Iteration 49Q: 3 clusters Score -1417023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1417027.375000 Penalty: 3090.099121
	Iteration 50Q: 3 clusters Score -1417027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1417024.750000 Penalty: 3090.099121
	Iteration 51Q: 3 clusters Score -1417025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1417026.625000 Penalty: 3090.099121
	Iteration 52Q: 3 clusters Score -1417027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1417024.125000 Penalty: 3090.099121
	Iteration 53Q: 3 clusters Score -1417024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1417026.250000 Penalty: 3090.099121
	Iteration 54Q: 3 clusters Score -1417026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1417026.250000 Penalty: 3090.099121
	Iteration 55F: 3 clusters Score -1417026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Entering Unmasked Estep 
Score: -3359967.000000 Penalty: 1683.334229
	Iteration 0F: 2 clusters Score -3359967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -3338636.250000 Penalty: 3366.668457
	Iteration 0F: 3 clusters Score -3338636 nChanged 14571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -3347409.750000 Penalty: 3366.668457
	Iteration 1F: 3 clusters Score -3347410 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -3348183.250000 Penalty: 3366.668457
	Iteration 2F: 3 clusters Score -3348183 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -3348975.500000 Penalty: 3366.668457
	Iteration 3F: 3 clusters Score -3348976 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3349831.750000 Penalty: 3366.668457
	Iteration 4F: 3 clusters Score -3349832 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -3350772.500000 Penalty: 3366.668457
	Iteration 5F: 3 clusters Score -3350772 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -3351736.000000 Penalty: 3366.668457
	Iteration 6F: 3 clusters Score -3351736 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -3352714.750000 Penalty: 3366.668457
	Iteration 7F: 3 clusters Score -3352715 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3353534.750000 Penalty: 3366.668457
	Iteration 8Q: 3 clusters Score -3353535 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -3354188.250000 Penalty: 3366.668457
	Iteration 9Q: 3 clusters Score -3354188 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -3354644.250000 Penalty: 3366.668457
	Iteration 10Q: 3 clusters Score -3354644 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -3355016.250000 Penalty: 3366.668457
	Iteration 11Q: 3 clusters Score -3355016 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -3355312.500000 Penalty: 3366.668457
	Iteration 12Q: 3 clusters Score -3355312 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -3355514.750000 Penalty: 3366.668457
	Iteration 13Q: 3 clusters Score -3355515 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -3355654.250000 Penalty: 3366.668457
	Iteration 14Q: 3 clusters Score -3355654 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3355767.500000 Penalty: 3366.668457
	Iteration 15Q: 3 clusters Score -3355768 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -3355847.000000 Penalty: 3366.668457
	Iteration 16Q: 3 clusters Score -3355847 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -3355908.250000 Penalty: 3366.668457
	Iteration 17Q: 3 clusters Score -3355908 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -3355938.250000 Penalty: 3366.668457
	Iteration 18Q: 3 clusters Score -3355938 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3355975.500000 Penalty: 3366.668457
	Iteration 19Q: 3 clusters Score -3355976 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -3356006.500000 Penalty: 3366.668457
	Iteration 20F: 3 clusters Score -3356006 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -3356053.500000 Penalty: 3366.668457
	Iteration 21Q: 3 clusters Score -3356054 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3356073.750000 Penalty: 3366.668457
	Iteration 22Q: 3 clusters Score -3356074 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -3356116.500000 Penalty: 3366.668457
	Iteration 23Q: 3 clusters Score -3356116 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -3356133.000000 Penalty: 3366.668457
	Iteration 24Q: 3 clusters Score -3356133 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -3356180.000000 Penalty: 3366.668457
	Iteration 25Q: 3 clusters Score -3356180 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -3356196.750000 Penalty: 3366.668457
	Iteration 26Q: 3 clusters Score -3356197 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -3356233.250000 Penalty: 3366.668457
	Iteration 27Q: 3 clusters Score -3356233 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -3356292.250000 Penalty: 3366.668457
	Iteration 28Q: 3 clusters Score -3356292 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -3356342.500000 Penalty: 3366.668457
	Iteration 29Q: 3 clusters Score -3356342 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -3356403.500000 Penalty: 3366.668457
	Iteration 30Q: 3 clusters Score -3356404 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -3356469.750000 Penalty: 3366.668457
	Iteration 31Q: 3 clusters Score -3356470 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -3356517.000000 Penalty: 3366.668457
	Iteration 32Q: 3 clusters Score -3356517 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -3356590.500000 Penalty: 3366.668457
	Iteration 33Q: 3 clusters Score -3356590 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -3356641.750000 Penalty: 3366.668457
	Iteration 34Q: 3 clusters Score -3356642 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -3356677.250000 Penalty: 3366.668457
	Iteration 35Q: 3 clusters Score -3356677 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -3356708.750000 Penalty: 3366.668457
	Iteration 36Q: 3 clusters Score -3356709 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -3356759.000000 Penalty: 3366.668457
	Iteration 37Q: 3 clusters Score -3356759 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -3356790.500000 Penalty: 3366.668457
	Iteration 38Q: 3 clusters Score -3356790 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -3356836.250000 Penalty: 3366.668457
	Iteration 39Q: 3 clusters Score -3356836 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -3356869.250000 Penalty: 3366.668457
	Iteration 40F: 3 clusters Score -3356869 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -3356899.250000 Penalty: 3366.668457
	Iteration 41Q: 3 clusters Score -3356899 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -3356940.250000 Penalty: 3366.668457
	Iteration 42Q: 3 clusters Score -3356940 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -3356955.500000 Penalty: 3366.668457
	Iteration 43Q: 3 clusters Score -3356956 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3356974 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3356996 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -3357018.500000 Penalty: 3366.668457
	Iteration 46Q: 3 clusters Score -3357018 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3357046 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3357068 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3357083 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3357098 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3357107 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -3357118.750000 Penalty: 3366.668457
	Iteration 52Q: 3 clusters Score -3357119 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -3357127.750000 Penalty: 3366.668457
	Iteration 53Q: 3 clusters Score -3357128 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -3357144.000000 Penalty: 3366.668457
	Iteration 54Q: 3 clusters Score -3357144 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3357167 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -3357176.000000 Penalty: 3366.668457
	Iteration 56Q: 3 clusters Score -3357176 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -3357199.000000 Penalty: 3366.668457
	Iteration 57Q: 3 clusters Score -3357199 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -3357196.250000 Penalty: 3366.668457
	Iteration 58Q: 3 clusters Score -3357196 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3357197 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3357199 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -3357215.250000 Penalty: 3366.668457
	Iteration 61Q: 3 clusters Score -3357215 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -3357213.000000 Penalty: 3366.668457
	Iteration 62Q: 3 clusters Score -3357213 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -3357216.000000 Penalty: 3366.668457
	Iteration 63Q: 3 clusters Score -3357216 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -3357225.000000 Penalty: 3366.668457
	Iteration 64Q: 3 clusters Score -3357225 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3357225 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -3357226.000000 Penalty: 3366.668457
	Iteration 66Q: 3 clusters Score -3357226 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -3357230.750000 Penalty: 3366.668457
	Iteration 67Q: 3 clusters Score -3357231 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -3357240.000000 Penalty: 3366.668457
	Iteration 68Q: 3 clusters Score -3357240 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -3357253.250000 Penalty: 3366.668457
	Iteration 69Q: 3 clusters Score -3357253 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -3357251.000000 Penalty: 3366.668457
	Iteration 70Q: 3 clusters Score -3357251 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3357254 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -3357248.500000 Penalty: 3366.668457
	Iteration 72Q: 3 clusters Score -3357248 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3357248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -3357252.500000 Penalty: 3366.668457
	Iteration 74Q: 3 clusters Score -3357252 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -3357249.500000 Penalty: 3366.668457
	Iteration 75Q: 3 clusters Score -3357250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3357254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -3357260.000000 Penalty: 3366.668457
	Iteration 77Q: 3 clusters Score -3357260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3357259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -3357265.250000 Penalty: 3366.668457
	Iteration 79Q: 3 clusters Score -3357265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -3357269.250000 Penalty: 3366.668457
	Iteration 80F: 3 clusters Score -3357269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3357270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3357270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3357272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -3357281.250000 Penalty: 3366.668457
	Iteration 84Q: 3 clusters Score -3357281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -3357278.750000 Penalty: 3366.668457
	Iteration 85Q: 3 clusters Score -3357279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3357279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3357274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3357278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3357278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3357278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -3357282.250000 Penalty: 3366.668457
	Iteration 91Q: 3 clusters Score -3357282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -3357288.250000 Penalty: 3366.668457
	Iteration 92Q: 3 clusters Score -3357288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3357289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3357288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3357287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 23539 members 
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	Iteration 96Q: 3 clusters Score -3357286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -3357294.750000 Penalty: 3366.668457
	Iteration 97Q: 3 clusters Score -3357295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3357294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3357285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -3357283.250000 Penalty: 3366.668457
	Iteration 100F: 3 clusters Score -3357283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3357289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3357288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3357289 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3357291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3357294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3357287 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3357288 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3357289 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3357293 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3357296 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3357300 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7769 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3357296 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3357295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3357301 nChanged 21
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Mstep: Class 1 contains 7721 members 
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Entering Unmasked Estep 
Score: -3357306.500000 Penalty: 3366.668457
	Iteration 115Q: 3 clusters Score -3357306 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7710 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3357308 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3357308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -3357310.000000 Penalty: 3366.668457
	Iteration 118Q: 3 clusters Score -3357310 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7669 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3357312 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3357312 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -3357319.000000 Penalty: 3366.668457
	Iteration 121Q: 3 clusters Score -3357319 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 23935 members 
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	Iteration 122Q: 3 clusters Score -3357318 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 23966 members 
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	Iteration 123Q: 3 clusters Score -3357320 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3357314 nChanged 30
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Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 24022 members 
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	Iteration 125Q: 3 clusters Score -3357320 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3357322 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7446 members 
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Entering Unmasked Estep 
Score: -3357330.250000 Penalty: 3366.668457
	Iteration 127Q: 3 clusters Score -3357330 nChanged 44
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Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -3357328.000000 Penalty: 3366.668457
	Iteration 128Q: 3 clusters Score -3357328 nChanged 41
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Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3357329 nChanged 50
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Mstep: Class 1 contains 7317 members 
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	Iteration 130Q: 3 clusters Score -3357328 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -3357331.250000 Penalty: 3366.668457
	Iteration 131Q: 3 clusters Score -3357331 nChanged 42
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Mstep: Class 1 contains 7229 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3357334 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -3357342.500000 Penalty: 3366.668457
	Iteration 133Q: 3 clusters Score -3357342 nChanged 48
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Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3357336 nChanged 50
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Mstep: Class 1 contains 7085 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3357338 nChanged 54
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Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -3357344.000000 Penalty: 3366.668457
	Iteration 136Q: 3 clusters Score -3357344 nChanged 63
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3357353 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3357362 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3357372 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3357378 nChanged 67
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Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3357381 nChanged 62
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Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3357386 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3357397 nChanged 48
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Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3357394 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3357394 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3357399 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3357408 nChanged 50
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Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3357409 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3357408 nChanged 38
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Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3357412 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3357410 nChanged 32
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Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3357417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3357421 nChanged 19
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Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 25307 members 
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	Iteration 154Q: 3 clusters Score -3357424 nChanged 31
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Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3357425 nChanged 26
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Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3357438 nChanged 29
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Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 25385 members 
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	Iteration 157Q: 3 clusters Score -3357434 nChanged 30
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Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3357436 nChanged 36
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Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3357442 nChanged 35
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Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3357440 nChanged 41
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Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 25523 members 
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	Iteration 161Q: 3 clusters Score -3357446 nChanged 43
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Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3357450 nChanged 43
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Mstep: Class 1 contains 5930 members 
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	Iteration 163Q: 3 clusters Score -3357463 nChanged 48
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	Iteration 164Q: 3 clusters Score -3357468 nChanged 58
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Mstep: Class 1 contains 5830 members 
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	Iteration 165Q: 3 clusters Score -3357462 nChanged 55
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Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 25762 members 
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	Iteration 166Q: 3 clusters Score -3357473 nChanged 59
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Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 25821 members 
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	Iteration 167Q: 3 clusters Score -3357479 nChanged 53
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Mstep: Class 1 contains 5665 members 
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	Iteration 168Q: 3 clusters Score -3357490 nChanged 52
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Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -3357491 nChanged 52
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Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 25978 members 
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	Iteration 170Q: 3 clusters Score -3357507 nChanged 48
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Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 26026 members 
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	Iteration 171Q: 3 clusters Score -3357510 nChanged 56
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Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26080 members 
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	Iteration 172Q: 3 clusters Score -3357509 nChanged 54
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Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 26134 members 
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	Iteration 173Q: 3 clusters Score -3357510 nChanged 47
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Mstep: Class 1 contains 5360 members 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -3357516 nChanged 46
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Mstep: Class 1 contains 5314 members 
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	Iteration 175Q: 3 clusters Score -3357516 nChanged 46
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Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 26271 members 
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	Iteration 176Q: 3 clusters Score -3357520 nChanged 59
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Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -3357534 nChanged 55
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Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 26385 members 
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	Iteration 178Q: 3 clusters Score -3357540 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -3357545 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -3357549 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3357557 nChanged 42
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Mstep: Class 1 contains 4972 members 
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -3357567 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4930 members 
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	Iteration 183Q: 3 clusters Score -3357564 nChanged 47
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Mstep: Class 1 contains 4883 members 
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	Iteration 184Q: 3 clusters Score -3357570 nChanged 50
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Mstep: Class 1 contains 4833 members 
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	Iteration 185Q: 3 clusters Score -3357576 nChanged 57
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Mstep: Class 1 contains 4778 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -3357592 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4711 members 
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	Iteration 187Q: 3 clusters Score -3357601 nChanged 87
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Mstep: Class 1 contains 4626 members 
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -3357618 nChanged 96
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Mstep: Class 1 contains 4530 members 
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	Iteration 189Q: 3 clusters Score -3357643 nChanged 93
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Mstep: Class 1 contains 4439 members 
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	Iteration 190Q: 3 clusters Score -3357658 nChanged 88
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Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 27184 members 
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	Iteration 191Q: 3 clusters Score -3357666 nChanged 82
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Mstep: Class 1 contains 4273 members 
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	Iteration 192Q: 3 clusters Score -3357679 nChanged 77
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Mstep: Class 1 contains 4196 members 
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	Iteration 193Q: 3 clusters Score -3357694 nChanged 88
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Mstep: Class 1 contains 4108 members 
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	Iteration 194Q: 3 clusters Score -3357720 nChanged 104
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Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 27531 members 
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	Iteration 195Q: 3 clusters Score -3357725 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 27637 members 
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	Iteration 196Q: 3 clusters Score -3357752 nChanged 119
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Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 27756 members 
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	Iteration 197Q: 3 clusters Score -3357785 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3675 members 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -3357809 nChanged 119
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Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 27975 members 
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	Iteration 199Q: 3 clusters Score -3357831 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -3357859 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -3357894 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -3357925 nChanged 101
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Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -3357953 nChanged 100
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Mstep: Class 1 contains 3047 members 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -3357986 nChanged 105
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Mstep: Class 1 contains 2944 members 
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -3358015 nChanged 92
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Mstep: Class 1 contains 2856 members 
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -3358042 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2777 members 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -3358048 nChanged 93
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Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -3358066 nChanged 93
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Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -3358086 nChanged 88
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Mstep: Class 1 contains 2509 members 
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -3358104 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2427 members 
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -3358134 nChanged 79
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Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -3358153 nChanged 62
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Mstep: Class 1 contains 2294 members 
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -3358174 nChanged 68
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	Iteration 214Q: 3 clusters Score -3358188 nChanged 75
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	Iteration 215Q: 3 clusters Score -3358210 nChanged 50
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	Iteration 216Q: 3 clusters Score -3358221 nChanged 49
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	Iteration 217Q: 3 clusters Score -3358230 nChanged 40
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Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 29517 members 
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	Iteration 218Q: 3 clusters Score -3358241 nChanged 43
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	Iteration 219Q: 3 clusters Score -3358247 nChanged 38
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Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -3358253.750000 Penalty: 3366.668457
	Iteration 220F: 3 clusters Score -3358254 nChanged 34
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Mstep: Class 1 contains 1907 members 
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	Iteration 221Q: 3 clusters Score -3358258 nChanged 40
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Mstep: Class 1 contains 1867 members 
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -3358278 nChanged 43
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Mstep: Class 1 contains 1824 members 
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -3358286 nChanged 45
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Mstep: Class 1 contains 1779 members 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -3358302 nChanged 46
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -3358311 nChanged 37
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	Iteration 226Q: 3 clusters Score -3358317 nChanged 33
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -3358331 nChanged 49
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -3358340 nChanged 44
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -3358356 nChanged 46
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	Iteration 230Q: 3 clusters Score -3358370 nChanged 31
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Entering Unmasked Estep 
Score: -3358378.000000 Penalty: 3366.668457
	Iteration 231Q: 3 clusters Score -3358378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -3358375.500000 Penalty: 3366.668457
	Iteration 232Q: 3 clusters Score -3358376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -3358380.250000 Penalty: 3366.668457
	Iteration 233Q: 3 clusters Score -3358380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -3358390.500000 Penalty: 3366.668457
	Iteration 234Q: 3 clusters Score -3358390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -3358387.750000 Penalty: 3366.668457
	Iteration 235Q: 3 clusters Score -3358388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -3358394.500000 Penalty: 3366.668457
	Iteration 236Q: 3 clusters Score -3358394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -3358397.750000 Penalty: 3366.668457
	Iteration 237Q: 3 clusters Score -3358398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -3358401.000000 Penalty: 3366.668457
	Iteration 238Q: 3 clusters Score -3358401 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -3358423.000000 Penalty: 3366.668457
	Iteration 239Q: 3 clusters Score -3358423 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -3358437.500000 Penalty: 3366.668457
	Iteration 240F: 3 clusters Score -3358438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -3358434.000000 Penalty: 3366.668457
	Iteration 241Q: 3 clusters Score -3358434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -3358446.250000 Penalty: 3366.668457
	Iteration 242Q: 3 clusters Score -3358446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -3358445.250000 Penalty: 3366.668457
	Iteration 243Q: 3 clusters Score -3358445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -3358450.500000 Penalty: 3366.668457
	Iteration 244Q: 3 clusters Score -3358450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -3358451.250000 Penalty: 3366.668457
	Iteration 245Q: 3 clusters Score -3358451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -3358451.500000 Penalty: 3366.668457
	Iteration 246Q: 3 clusters Score -3358452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -3358456.000000 Penalty: 3366.668457
	Iteration 247Q: 3 clusters Score -3358456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -3358462.250000 Penalty: 3366.668457
	Iteration 248Q: 3 clusters Score -3358462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -3358464.250000 Penalty: 3366.668457
	Iteration 249Q: 3 clusters Score -3358464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -3358458.500000 Penalty: 3366.668457
	Iteration 250Q: 3 clusters Score -3358458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -3358465.000000 Penalty: 3366.668457
	Iteration 251Q: 3 clusters Score -3358465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -3358465.500000 Penalty: 3366.668457
	Iteration 252Q: 3 clusters Score -3358466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -3358464.000000 Penalty: 3366.668457
	Iteration 253Q: 3 clusters Score -3358464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -3358464.750000 Penalty: 3366.668457
	Iteration 254Q: 3 clusters Score -3358465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -3358464.000000 Penalty: 3366.668457
	Iteration 255Q: 3 clusters Score -3358464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -3358464.750000 Penalty: 3366.668457
	Iteration 256Q: 3 clusters Score -3358465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -3358469.000000 Penalty: 3366.668457
	Iteration 257Q: 3 clusters Score -3358469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -3358471.500000 Penalty: 3366.668457
	Iteration 258Q: 3 clusters Score -3358472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -3358472.500000 Penalty: 3366.668457
	Iteration 259Q: 3 clusters Score -3358472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -3358472.500000 Penalty: 3366.668457
	Iteration 260F: 3 clusters Score -3358472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -650902.250000 Penalty: 1419.809937
	Iteration 0F: 2 clusters Score -650902.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -646179.312500 Penalty: 2839.619873
	Iteration 0F: 3 clusters Score -646179.3 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -647611.437500 Penalty: 2839.619873
	Iteration 1F: 3 clusters Score -647611.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -647796.812500 Penalty: 2839.619873
	Iteration 2F: 3 clusters Score -647796.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -647932.000000 Penalty: 2839.619873
	Iteration 3Q: 3 clusters Score -647932 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -648019.687500 Penalty: 2839.619873
	Iteration 4Q: 3 clusters Score -648019.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -648102.750000 Penalty: 2839.619873
	Iteration 5Q: 3 clusters Score -648102.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -648184.500000 Penalty: 2839.619873
	Iteration 6Q: 3 clusters Score -648184.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -648260.875000 Penalty: 2839.619873
	Iteration 7Q: 3 clusters Score -648260.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -648328.312500 Penalty: 2839.619873
	Iteration 8Q: 3 clusters Score -648328.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -648407.250000 Penalty: 2839.619873
	Iteration 9Q: 3 clusters Score -648407.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -648509.062500 Penalty: 2839.619873
	Iteration 10Q: 3 clusters Score -648509.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -648606.750000 Penalty: 2839.619873
	Iteration 11Q: 3 clusters Score -648606.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -648698.500000 Penalty: 2839.619873
	Iteration 12Q: 3 clusters Score -648698.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -648790.375000 Penalty: 2839.619873
	Iteration 13Q: 3 clusters Score -648790.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -648868.375000 Penalty: 2839.619873
	Iteration 14Q: 3 clusters Score -648868.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -648951.812500 Penalty: 2839.619873
	Iteration 15Q: 3 clusters Score -648951.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -649035.187500 Penalty: 2839.619873
	Iteration 16Q: 3 clusters Score -649035.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -649111.062500 Penalty: 2839.619873
	Iteration 17Q: 3 clusters Score -649111.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -649195.750000 Penalty: 2839.619873
	Iteration 18Q: 3 clusters Score -649195.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -649272.812500 Penalty: 2839.619873
	Iteration 19Q: 3 clusters Score -649272.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -649342.687500 Penalty: 2839.619873
	Iteration 20F: 3 clusters Score -649342.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -649407.375000 Penalty: 2839.619873
	Iteration 21Q: 3 clusters Score -649407.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -649458.000000 Penalty: 2839.619873
	Iteration 22Q: 3 clusters Score -649458 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -649497.125000 Penalty: 2839.619873
	Iteration 23Q: 3 clusters Score -649497.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -649526.937500 Penalty: 2839.619873
	Iteration 24Q: 3 clusters Score -649526.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -649554.125000 Penalty: 2839.619873
	Iteration 25Q: 3 clusters Score -649554.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -649575.500000 Penalty: 2839.619873
	Iteration 26Q: 3 clusters Score -649575.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -649591.812500 Penalty: 2839.619873
	Iteration 27Q: 3 clusters Score -649591.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -649604.625000 Penalty: 2839.619873
	Iteration 28Q: 3 clusters Score -649604.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -649611.562500 Penalty: 2839.619873
	Iteration 29Q: 3 clusters Score -649611.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -649614.875000 Penalty: 2839.619873
	Iteration 30Q: 3 clusters Score -649614.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -649619.187500 Penalty: 2839.619873
	Iteration 31Q: 3 clusters Score -649619.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -649625.187500 Penalty: 2839.619873
	Iteration 32Q: 3 clusters Score -649625.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -649633.812500 Penalty: 2839.619873
	Iteration 33Q: 3 clusters Score -649633.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -649639.562500 Penalty: 2839.619873
	Iteration 34Q: 3 clusters Score -649639.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -649641.812500 Penalty: 2839.619873
	Iteration 35Q: 3 clusters Score -649641.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -649642.750000 Penalty: 2839.619873
	Iteration 36Q: 3 clusters Score -649642.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -649645.625000 Penalty: 2839.619873
	Iteration 37Q: 3 clusters Score -649645.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -649649.937500 Penalty: 2839.619873
	Iteration 38Q: 3 clusters Score -649649.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -649658.875000 Penalty: 2839.619873
	Iteration 39Q: 3 clusters Score -649658.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -649663.062500 Penalty: 2839.619873
	Iteration 40F: 3 clusters Score -649663.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -649663.250000 Penalty: 2839.619873
	Iteration 41Q: 3 clusters Score -649663.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -649667.000000 Penalty: 2839.619873
	Iteration 42Q: 3 clusters Score -649667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -649669.375000 Penalty: 2839.619873
	Iteration 43Q: 3 clusters Score -649669.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -649669.375000 Penalty: 2839.619873
	Iteration 44F: 3 clusters Score -649669.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Entering Unmasked Estep 
Score: -1927660.000000 Penalty: 1597.384155
	Iteration 0F: 2 clusters Score -1927660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1914991.375000 Penalty: 3194.768311
	Iteration 0F: 3 clusters Score -1914991 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1919769.500000 Penalty: 3194.768311
	Iteration 1F: 3 clusters Score -1919770 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1920325.875000 Penalty: 3194.768311
	Iteration 2F: 3 clusters Score -1920326 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1920846.250000 Penalty: 3194.768311
	Iteration 3F: 3 clusters Score -1920846 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1921377.000000 Penalty: 3194.768311
	Iteration 4F: 3 clusters Score -1921377 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1921868.375000 Penalty: 3194.768311
	Iteration 5F: 3 clusters Score -1921868 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1922317.625000 Penalty: 3194.768311
	Iteration 6Q: 3 clusters Score -1922318 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1922803.500000 Penalty: 3194.768311
	Iteration 7Q: 3 clusters Score -1922804 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1923342.750000 Penalty: 3194.768311
	Iteration 8Q: 3 clusters Score -1923343 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1924032.375000 Penalty: 3194.768311
	Iteration 9Q: 3 clusters Score -1924032 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1924742.750000 Penalty: 3194.768311
	Iteration 10Q: 3 clusters Score -1924743 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1925310.750000 Penalty: 3194.768311
	Iteration 11Q: 3 clusters Score -1925311 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1925759.500000 Penalty: 3194.768311
	Iteration 12Q: 3 clusters Score -1925760 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1926172.750000 Penalty: 3194.768311
	Iteration 13Q: 3 clusters Score -1926173 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1926543.250000 Penalty: 3194.768311
	Iteration 14Q: 3 clusters Score -1926543 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1926833.000000 Penalty: 3194.768311
	Iteration 15Q: 3 clusters Score -1926833 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1926980.375000 Penalty: 3194.768311
	Iteration 16Q: 3 clusters Score -1926980 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1927070.750000 Penalty: 3194.768311
	Iteration 17Q: 3 clusters Score -1927071 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1927138.500000 Penalty: 3194.768311
	Iteration 18Q: 3 clusters Score -1927138 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1927198.000000 Penalty: 3194.768311
	Iteration 19Q: 3 clusters Score -1927198 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1927233.375000 Penalty: 3194.768311
	Iteration 20F: 3 clusters Score -1927233 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1927259.750000 Penalty: 3194.768311
	Iteration 21Q: 3 clusters Score -1927260 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1927308.750000 Penalty: 3194.768311
	Iteration 22Q: 3 clusters Score -1927309 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1927338.375000 Penalty: 3194.768311
	Iteration 23Q: 3 clusters Score -1927338 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1927370.875000 Penalty: 3194.768311
	Iteration 24Q: 3 clusters Score -1927371 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1927384.625000 Penalty: 3194.768311
	Iteration 25Q: 3 clusters Score -1927385 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1927399.625000 Penalty: 3194.768311
	Iteration 26Q: 3 clusters Score -1927400 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1927409.875000 Penalty: 3194.768311
	Iteration 27Q: 3 clusters Score -1927410 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1927418.875000 Penalty: 3194.768311
	Iteration 28Q: 3 clusters Score -1927419 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1927421.000000 Penalty: 3194.768311
	Iteration 29Q: 3 clusters Score -1927421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1927420.375000 Penalty: 3194.768311
	Iteration 30Q: 3 clusters Score -1927420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1927428.500000 Penalty: 3194.768311
	Iteration 31Q: 3 clusters Score -1927428 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1927435.750000 Penalty: 3194.768311
	Iteration 32Q: 3 clusters Score -1927436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1927440.750000 Penalty: 3194.768311
	Iteration 33Q: 3 clusters Score -1927441 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1927446.375000 Penalty: 3194.768311
	Iteration 34Q: 3 clusters Score -1927446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1927448.750000 Penalty: 3194.768311
	Iteration 35Q: 3 clusters Score -1927449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1927451.500000 Penalty: 3194.768311
	Iteration 36Q: 3 clusters Score -1927452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1927454.500000 Penalty: 3194.768311
	Iteration 37Q: 3 clusters Score -1927454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1927451.250000 Penalty: 3194.768311
	Iteration 38Q: 3 clusters Score -1927451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1927451.500000 Penalty: 3194.768311
	Iteration 39Q: 3 clusters Score -1927452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1927450.375000 Penalty: 3194.768311
	Iteration 40F: 3 clusters Score -1927450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1927451.250000 Penalty: 3194.768311
	Iteration 41Q: 3 clusters Score -1927451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1927453.625000 Penalty: 3194.768311
	Iteration 42Q: 3 clusters Score -1927454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1927453.625000 Penalty: 3194.768311
	Iteration 43Q: 3 clusters Score -1927454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1927453.125000 Penalty: 3194.768311
	Iteration 44Q: 3 clusters Score -1927453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1927455.000000 Penalty: 3194.768311
	Iteration 45Q: 3 clusters Score -1927455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1927452.375000 Penalty: 3194.768311
	Iteration 46Q: 3 clusters Score -1927452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1927456.000000 Penalty: 3194.768311
	Iteration 47Q: 3 clusters Score -1927456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1927458.125000 Penalty: 3194.768311
	Iteration 48Q: 3 clusters Score -1927458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1927458.125000 Penalty: 3194.768311
	Iteration 49F: 3 clusters Score -1927458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Entering Unmasked Estep 
Score: -534653.625000 Penalty: 1390.542236
	Iteration 0F: 2 clusters Score -534653.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -530556.500000 Penalty: 2781.084473
	Iteration 0F: 3 clusters Score -530556.5 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -531642.500000 Penalty: 2781.084473
	Iteration 1F: 3 clusters Score -531642.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -531800.500000 Penalty: 2781.084473
	Iteration 2F: 3 clusters Score -531800.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -531918.125000 Penalty: 2781.084473
	Iteration 3F: 3 clusters Score -531918.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -532004.437500 Penalty: 2781.084473
	Iteration 4Q: 3 clusters Score -532004.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -532082.937500 Penalty: 2781.084473
	Iteration 5Q: 3 clusters Score -532082.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -532170.750000 Penalty: 2781.084473
	Iteration 6Q: 3 clusters Score -532170.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -532289.625000 Penalty: 2781.084473
	Iteration 7Q: 3 clusters Score -532289.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -532474.000000 Penalty: 2781.084473
	Iteration 8Q: 3 clusters Score -532474 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -532690.187500 Penalty: 2781.084473
	Iteration 9Q: 3 clusters Score -532690.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -532958.000000 Penalty: 2781.084473
	Iteration 10Q: 3 clusters Score -532958 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -533229.562500 Penalty: 2781.084473
	Iteration 11Q: 3 clusters Score -533229.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -533497.187500 Penalty: 2781.084473
	Iteration 12Q: 3 clusters Score -533497.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -533737.875000 Penalty: 2781.084473
	Iteration 13Q: 3 clusters Score -533737.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -533897.625000 Penalty: 2781.084473
	Iteration 14Q: 3 clusters Score -533897.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -534018.312500 Penalty: 2781.084473
	Iteration 15Q: 3 clusters Score -534018.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -534107.000000 Penalty: 2781.084473
	Iteration 16Q: 3 clusters Score -534107 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -534174.562500 Penalty: 2781.084473
	Iteration 17Q: 3 clusters Score -534174.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -534245.687500 Penalty: 2781.084473
	Iteration 18Q: 3 clusters Score -534245.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -534309.375000 Penalty: 2781.084473
	Iteration 19Q: 3 clusters Score -534309.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -534364.250000 Penalty: 2781.084473
	Iteration 20F: 3 clusters Score -534364.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -534425.750000 Penalty: 2781.084473
	Iteration 21Q: 3 clusters Score -534425.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -534480.937500 Penalty: 2781.084473
	Iteration 22Q: 3 clusters Score -534480.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -534525.562500 Penalty: 2781.084473
	Iteration 23Q: 3 clusters Score -534525.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -534565.562500 Penalty: 2781.084473
	Iteration 24Q: 3 clusters Score -534565.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -534592.250000 Penalty: 2781.084473
	Iteration 25Q: 3 clusters Score -534592.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -534611.375000 Penalty: 2781.084473
	Iteration 26Q: 3 clusters Score -534611.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -534627.000000 Penalty: 2781.084473
	Iteration 27Q: 3 clusters Score -534627 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -534640.187500 Penalty: 2781.084473
	Iteration 28Q: 3 clusters Score -534640.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -534648.812500 Penalty: 2781.084473
	Iteration 29Q: 3 clusters Score -534648.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -534662.187500 Penalty: 2781.084473
	Iteration 30Q: 3 clusters Score -534662.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -534668.750000 Penalty: 2781.084473
	Iteration 31Q: 3 clusters Score -534668.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -534676.750000 Penalty: 2781.084473
	Iteration 32Q: 3 clusters Score -534676.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -534683.812500 Penalty: 2781.084473
	Iteration 33Q: 3 clusters Score -534683.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -534691.500000 Penalty: 2781.084473
	Iteration 34Q: 3 clusters Score -534691.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -534695.937500 Penalty: 2781.084473
	Iteration 35Q: 3 clusters Score -534695.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -534700.250000 Penalty: 2781.084473
	Iteration 36Q: 3 clusters Score -534700.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -534702.875000 Penalty: 2781.084473
	Iteration 37Q: 3 clusters Score -534702.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -534704.562500 Penalty: 2781.084473
	Iteration 38Q: 3 clusters Score -534704.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -534705.562500 Penalty: 2781.084473
	Iteration 39Q: 3 clusters Score -534705.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -534705.437500 Penalty: 2781.084473
	Iteration 40F: 3 clusters Score -534705.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -534706.625000 Penalty: 2781.084473
	Iteration 41Q: 3 clusters Score -534706.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -534706.625000 Penalty: 2781.084473
	Iteration 42Q: 3 clusters Score -534706.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -534706.062500 Penalty: 2781.084473
	Iteration 43Q: 3 clusters Score -534706.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -534705.875000 Penalty: 2781.084473
	Iteration 44Q: 3 clusters Score -534705.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -534707.562500 Penalty: 2781.084473
	Iteration 45Q: 3 clusters Score -534707.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -534708.562500 Penalty: 2781.084473
	Iteration 46Q: 3 clusters Score -534708.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -534709.375000 Penalty: 2781.084473
	Iteration 47Q: 3 clusters Score -534709.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -534711.312500 Penalty: 2781.084473
	Iteration 48Q: 3 clusters Score -534711.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -534712.812500 Penalty: 2781.084473
	Iteration 49Q: 3 clusters Score -534712.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -534713.812500 Penalty: 2781.084473
	Iteration 50Q: 3 clusters Score -534713.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -534715.625000 Penalty: 2781.084473
	Iteration 51Q: 3 clusters Score -534715.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -534714.875000 Penalty: 2781.084473
	Iteration 52Q: 3 clusters Score -534714.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -534716.187500 Penalty: 2781.084473
	Iteration 53Q: 3 clusters Score -534716.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -534716.625000 Penalty: 2781.084473
	Iteration 54Q: 3 clusters Score -534716.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -534717.125000 Penalty: 2781.084473
	Iteration 55Q: 3 clusters Score -534717.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -534716.375000 Penalty: 2781.084473
	Iteration 56Q: 3 clusters Score -534716.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -534717.250000 Penalty: 2781.084473
	Iteration 57Q: 3 clusters Score -534717.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -534718.750000 Penalty: 2781.084473
	Iteration 58Q: 3 clusters Score -534718.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -534718.625000 Penalty: 2781.084473
	Iteration 59Q: 3 clusters Score -534718.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -534720.125000 Penalty: 2781.084473
	Iteration 60F: 3 clusters Score -534720.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 802 members 
Mstep: Class 3 contains 10591 members 
Mstep: Class 4 contains 13960 members 
Mstep: Class 5 contains 37756 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21155 members 
Mstep: Class 8 contains 2208 members 
Mstep: Class 9 contains 128087 members 
Mstep: Class 10 contains 24471 members 
Mstep: Class 11 contains 3753 members 
Mstep: Class 12 contains 6077 members 
Mstep: Class 13 contains 32240 members 
Mstep: Class 14 contains 10578 members 
Mstep: Class 15 contains 13467 members 
Mstep: Class 16 contains 31539 members 
Mstep: Class 17 contains 6231 members 
Mstep: Class 18 contains 18584 members 
Mstep: Class 19 contains 2270 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 3871 members 
Mstep: Class 22 contains 174245 members 
Mstep: Class 23 contains 2368 members 
Mstep: Class 24 contains 3757 members 
Mstep: Class 25 contains 18768 members 
Mstep: Class 26 contains 18017 members 
Mstep: Class 27 contains 43236 members 
Mstep: Class 28 contains 706 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 648 members 
Mstep: Class 31 contains 3357 members 
Mstep: Class 32 contains 215 members 
Mstep: Class 33 contains 2934 members 
Entering Unmasked Estep 
Score: -65956876.000000 Penalty: 71703.882812
Splitting cluster 19 changes total score from -65957720.000000 to -65956876.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -10870.791992 Penalty: 815.307922
	Iteration 0F: 2 clusters Score -10870.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10267.149414 Penalty: 1630.615845
	Iteration 0F: 3 clusters Score -10267.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10397.730469 Penalty: 1630.615845
	Iteration 1F: 3 clusters Score -10397.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -10412.739258 Penalty: 1630.615845
	Iteration 2Q: 3 clusters Score -10412.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10417.883789 Penalty: 1630.615845
	Iteration 3Q: 3 clusters Score -10417.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -10431.984375 Penalty: 1630.615845
	Iteration 4Q: 3 clusters Score -10431.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -10436.729492 Penalty: 1630.615845
	Iteration 5Q: 3 clusters Score -10436.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -10436.729492 Penalty: 1630.615845
	Iteration 6F: 3 clusters Score -10436.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Entering Unmasked Estep 
Score: -406834.875000 Penalty: 1342.456177
	Iteration 0F: 2 clusters Score -406834.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -403583.500000 Penalty: 2684.912354
	Iteration 0F: 3 clusters Score -403583.5 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -404392.562500 Penalty: 2684.912354
	Iteration 1F: 3 clusters Score -404392.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -404545.375000 Penalty: 2684.912354
	Iteration 2F: 3 clusters Score -404545.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -404648.812500 Penalty: 2684.912354
	Iteration 3F: 3 clusters Score -404648.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -404740.375000 Penalty: 2684.912354
	Iteration 4Q: 3 clusters Score -404740.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -404842.687500 Penalty: 2684.912354
	Iteration 5Q: 3 clusters Score -404842.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -404959.062500 Penalty: 2684.912354
	Iteration 6Q: 3 clusters Score -404959.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -405096.906250 Penalty: 2684.912354
	Iteration 7F: 3 clusters Score -405096.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -405237.906250 Penalty: 2684.912354
	Iteration 8Q: 3 clusters Score -405237.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -405372.531250 Penalty: 2684.912354
	Iteration 9Q: 3 clusters Score -405372.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -405499.687500 Penalty: 2684.912354
	Iteration 10Q: 3 clusters Score -405499.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -405608.031250 Penalty: 2684.912354
	Iteration 11Q: 3 clusters Score -405608 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -405723.968750 Penalty: 2684.912354
	Iteration 12Q: 3 clusters Score -405724 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -405802.343750 Penalty: 2684.912354
	Iteration 13Q: 3 clusters Score -405802.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -405866.031250 Penalty: 2684.912354
	Iteration 14Q: 3 clusters Score -405866 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -405922.812500 Penalty: 2684.912354
	Iteration 15Q: 3 clusters Score -405922.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -405963.468750 Penalty: 2684.912354
	Iteration 16Q: 3 clusters Score -405963.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -405988.468750 Penalty: 2684.912354
	Iteration 17Q: 3 clusters Score -405988.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -406007.968750 Penalty: 2684.912354
	Iteration 18Q: 3 clusters Score -406008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -406022.906250 Penalty: 2684.912354
	Iteration 19Q: 3 clusters Score -406022.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -406044.750000 Penalty: 2684.912354
	Iteration 20F: 3 clusters Score -406044.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -406060.218750 Penalty: 2684.912354
	Iteration 21Q: 3 clusters Score -406060.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -406066.750000 Penalty: 2684.912354
	Iteration 22Q: 3 clusters Score -406066.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -406069.312500 Penalty: 2684.912354
	Iteration 23Q: 3 clusters Score -406069.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -406072.281250 Penalty: 2684.912354
	Iteration 24Q: 3 clusters Score -406072.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -406073.562500 Penalty: 2684.912354
	Iteration 25Q: 3 clusters Score -406073.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -406074.250000 Penalty: 2684.912354
	Iteration 26Q: 3 clusters Score -406074.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -406074.968750 Penalty: 2684.912354
	Iteration 27Q: 3 clusters Score -406075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -406075.000000 Penalty: 2684.912354
	Iteration 28Q: 3 clusters Score -406075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -406075.000000 Penalty: 2684.912354
	Iteration 29F: 3 clusters Score -406075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (174245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174245 members 
Entering Unmasked Estep 
Score: -18693706.000000 Penalty: 1961.085327
	Iteration 0F: 2 clusters Score -1.869371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86985 members 
Mstep: Class 2 contains 87260 members 
Entering Unmasked Estep 
Score: -18584464.000000 Penalty: 3922.170654
	Iteration 0F: 3 clusters Score -1.858446e+07 nChanged 84196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82859 members 
Mstep: Class 2 contains 91386 members 
Entering Unmasked Estep 
Score: -18635200.000000 Penalty: 3922.170654
	Iteration 1F: 3 clusters Score -1.86352e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79319 members 
Mstep: Class 2 contains 94926 members 
Entering Unmasked Estep 
Score: -18637882.000000 Penalty: 3922.170654
	Iteration 2Q: 3 clusters Score -1.863788e+07 nChanged 9211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73730 members 
Mstep: Class 2 contains 100515 members 
Entering Unmasked Estep 
Score: -18642032.000000 Penalty: 3922.170654
	Iteration 3F: 3 clusters Score -1.864203e+07 nChanged 11297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65785 members 
Mstep: Class 2 contains 108460 members 
Entering Unmasked Estep 
Score: -18648600.000000 Penalty: 3922.170654
	Iteration 4F: 3 clusters Score -1.86486e+07 nChanged 12808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55675 members 
Mstep: Class 2 contains 118570 members 
Entering Unmasked Estep 
Score: -18656774.000000 Penalty: 3922.170654
	Iteration 5F: 3 clusters Score -1.865677e+07 nChanged 12549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 129511 members 
Entering Unmasked Estep 
Score: -18665434.000000 Penalty: 3922.170654
	Iteration 6F: 3 clusters Score -1.866543e+07 nChanged 11336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 140185 members 
Entering Unmasked Estep 
Score: -18673698.000000 Penalty: 3922.170654
	Iteration 7F: 3 clusters Score -1.86737e+07 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 150003 members 
Entering Unmasked Estep 
Score: -18681492.000000 Penalty: 3922.170654
	Iteration 8F: 3 clusters Score -1.868149e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 158599 members 
Entering Unmasked Estep 
Score: -18687098.000000 Penalty: 3922.170654
	Iteration 9Q: 3 clusters Score -1.86871e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 165381 members 
Entering Unmasked Estep 
Score: -18690084.000000 Penalty: 3922.170654
	Iteration 10Q: 3 clusters Score -1.869008e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 169605 members 
Entering Unmasked Estep 
Score: -18691378.000000 Penalty: 3922.170654
	Iteration 11Q: 3 clusters Score -1.869138e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 171797 members 
Entering Unmasked Estep 
Score: -18691898.000000 Penalty: 3922.170654
	Iteration 12Q: 3 clusters Score -1.86919e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 172795 members 
Entering Unmasked Estep 
Score: -18692108.000000 Penalty: 3922.170654
	Iteration 13Q: 3 clusters Score -1.869211e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 173240 members 
Entering Unmasked Estep 
Score: -18692212.000000 Penalty: 3922.170654
	Iteration 14Q: 3 clusters Score -1.869221e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 173454 members 
Entering Unmasked Estep 
Score: -18692268.000000 Penalty: 3922.170654
	Iteration 15Q: 3 clusters Score -1.869227e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 173561 members 
Entering Unmasked Estep 
Score: -18692304.000000 Penalty: 3922.170654
	Iteration 16Q: 3 clusters Score -1.86923e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 173625 members 
Entering Unmasked Estep 
Score: -18692322.000000 Penalty: 3922.170654
	Iteration 17Q: 3 clusters Score -1.869232e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 173670 members 
Entering Unmasked Estep 
Score: -18692332.000000 Penalty: 3922.170654
	Iteration 18Q: 3 clusters Score -1.869233e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 173689 members 
Entering Unmasked Estep 
Score: -18692322.000000 Penalty: 3922.170654
	Iteration 19Q: 3 clusters Score -1.869232e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 173709 members 
Entering Unmasked Estep 
Score: -18692336.000000 Penalty: 3922.170654
	Iteration 20F: 3 clusters Score -1.869234e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 173725 members 
Entering Unmasked Estep 
Score: -18692368.000000 Penalty: 3922.170654
	Iteration 21Q: 3 clusters Score -1.869237e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 173732 members 
Entering Unmasked Estep 
Score: -18692354.000000 Penalty: 3922.170654
	Iteration 22Q: 3 clusters Score -1.869235e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 173734 members 
Entering Unmasked Estep 
Score: -18692372.000000 Penalty: 3922.170654
	Iteration 23Q: 3 clusters Score -1.869237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 173740 members 
Entering Unmasked Estep 
Score: -18692366.000000 Penalty: 3922.170654
	Iteration 24Q: 3 clusters Score -1.869237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 173740 members 
Entering Unmasked Estep 
Score: -18692372.000000 Penalty: 3922.170654
	Iteration 25Q: 3 clusters Score -1.869237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 173744 members 
Entering Unmasked Estep 
Score: -18692374.000000 Penalty: 3922.170654
	Iteration 26Q: 3 clusters Score -1.869237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 173746 members 
Entering Unmasked Estep 
Score: -18692370.000000 Penalty: 3922.170654
	Iteration 27Q: 3 clusters Score -1.869237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 173748 members 
Entering Unmasked Estep 
Score: -18692376.000000 Penalty: 3922.170654
	Iteration 28Q: 3 clusters Score -1.869238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 173748 members 
Entering Unmasked Estep 
Score: -18692380.000000 Penalty: 3922.170654
	Iteration 29Q: 3 clusters Score -1.869238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 173750 members 
Entering Unmasked Estep 
Score: -18692366.000000 Penalty: 3922.170654
	Iteration 30Q: 3 clusters Score -1.869237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 173749 members 
Entering Unmasked Estep 
Score: -18692374.000000 Penalty: 3922.170654
	Iteration 31Q: 3 clusters Score -1.869237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 173751 members 
Entering Unmasked Estep 
Score: -18692374.000000 Penalty: 3922.170654
	Iteration 32Q: 3 clusters Score -1.869237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 173752 members 
Entering Unmasked Estep 
Score: -18692380.000000 Penalty: 3922.170654
	Iteration 33Q: 3 clusters Score -1.869238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 173753 members 
Entering Unmasked Estep 
Score: -18692382.000000 Penalty: 3922.170654
	Iteration 34Q: 3 clusters Score -1.869238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 173756 members 
Entering Unmasked Estep 
Score: -18692368.000000 Penalty: 3922.170654
	Iteration 35Q: 3 clusters Score -1.869237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 173759 members 
Entering Unmasked Estep 
Score: -18692372.000000 Penalty: 3922.170654
	Iteration 36Q: 3 clusters Score -1.869237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 173761 members 
Entering Unmasked Estep 
Score: -18692378.000000 Penalty: 3922.170654
	Iteration 37Q: 3 clusters Score -1.869238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 173762 members 
Entering Unmasked Estep 
Score: -18692384.000000 Penalty: 3922.170654
	Iteration 38Q: 3 clusters Score -1.869238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 173762 members 
Entering Unmasked Estep 
Score: -18692384.000000 Penalty: 3922.170654
	Iteration 39F: 3 clusters Score -1.869238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Entering Unmasked Estep 
Score: -235383.609375 Penalty: 1262.592651
	Iteration 0F: 2 clusters Score -235383.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -233076.312500 Penalty: 2525.185303
	Iteration 0F: 3 clusters Score -233076.3 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -233585.281250 Penalty: 2525.185303
	Iteration 1F: 3 clusters Score -233585.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -233718.328125 Penalty: 2525.185303
	Iteration 2F: 3 clusters Score -233718.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -233808.593750 Penalty: 2525.185303
	Iteration 3F: 3 clusters Score -233808.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -233869.921875 Penalty: 2525.185303
	Iteration 4Q: 3 clusters Score -233869.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -233930.312500 Penalty: 2525.185303
	Iteration 5Q: 3 clusters Score -233930.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -233994.546875 Penalty: 2525.185303
	Iteration 6Q: 3 clusters Score -233994.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -234057.375000 Penalty: 2525.185303
	Iteration 7Q: 3 clusters Score -234057.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -234111.484375 Penalty: 2525.185303
	Iteration 8Q: 3 clusters Score -234111.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -234160.703125 Penalty: 2525.185303
	Iteration 9Q: 3 clusters Score -234160.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -234194.890625 Penalty: 2525.185303
	Iteration 10Q: 3 clusters Score -234194.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -234232.843750 Penalty: 2525.185303
	Iteration 11Q: 3 clusters Score -234232.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -234255.109375 Penalty: 2525.185303
	Iteration 12Q: 3 clusters Score -234255.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -234273.984375 Penalty: 2525.185303
	Iteration 13Q: 3 clusters Score -234274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -234292.187500 Penalty: 2525.185303
	Iteration 14Q: 3 clusters Score -234292.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -234308.609375 Penalty: 2525.185303
	Iteration 15Q: 3 clusters Score -234308.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -234323.921875 Penalty: 2525.185303
	Iteration 16Q: 3 clusters Score -234323.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -234337.328125 Penalty: 2525.185303
	Iteration 17Q: 3 clusters Score -234337.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -234349.734375 Penalty: 2525.185303
	Iteration 18Q: 3 clusters Score -234349.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -234357.546875 Penalty: 2525.185303
	Iteration 19Q: 3 clusters Score -234357.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -234365.265625 Penalty: 2525.185303
	Iteration 20F: 3 clusters Score -234365.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -234371.062500 Penalty: 2525.185303
	Iteration 21Q: 3 clusters Score -234371.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -234375.250000 Penalty: 2525.185303
	Iteration 22Q: 3 clusters Score -234375.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -234378.265625 Penalty: 2525.185303
	Iteration 23Q: 3 clusters Score -234378.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -234380.812500 Penalty: 2525.185303
	Iteration 24Q: 3 clusters Score -234380.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -234384.234375 Penalty: 2525.185303
	Iteration 25Q: 3 clusters Score -234384.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -234387.078125 Penalty: 2525.185303
	Iteration 26Q: 3 clusters Score -234387.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -234390.078125 Penalty: 2525.185303
	Iteration 27Q: 3 clusters Score -234390.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -234391.875000 Penalty: 2525.185303
	Iteration 28Q: 3 clusters Score -234391.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -234393.875000 Penalty: 2525.185303
	Iteration 29Q: 3 clusters Score -234393.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -234396.781250 Penalty: 2525.185303
	Iteration 30Q: 3 clusters Score -234396.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -234401.531250 Penalty: 2525.185303
	Iteration 31Q: 3 clusters Score -234401.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -234405.500000 Penalty: 2525.185303
	Iteration 32Q: 3 clusters Score -234405.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -234410.078125 Penalty: 2525.185303
	Iteration 33Q: 3 clusters Score -234410.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -234416.609375 Penalty: 2525.185303
	Iteration 34Q: 3 clusters Score -234416.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -234423.218750 Penalty: 2525.185303
	Iteration 35Q: 3 clusters Score -234423.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -234428.328125 Penalty: 2525.185303
	Iteration 36Q: 3 clusters Score -234428.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -234432.484375 Penalty: 2525.185303
	Iteration 37Q: 3 clusters Score -234432.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -234435.703125 Penalty: 2525.185303
	Iteration 38Q: 3 clusters Score -234435.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -234436.281250 Penalty: 2525.185303
	Iteration 39Q: 3 clusters Score -234436.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -234437.890625 Penalty: 2525.185303
	Iteration 40F: 3 clusters Score -234437.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -234440.265625 Penalty: 2525.185303
	Iteration 41Q: 3 clusters Score -234440.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -234442.265625 Penalty: 2525.185303
	Iteration 42Q: 3 clusters Score -234442.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -234442.718750 Penalty: 2525.185303
	Iteration 43Q: 3 clusters Score -234442.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -234442.718750 Penalty: 2525.185303
	Iteration 44F: 3 clusters Score -234442.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Entering Unmasked Estep 
Score: -377445.093750 Penalty: 1337.598511
	Iteration 0F: 2 clusters Score -377445.1 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 1824 members 
Entering Unmasked Estep 
Score: -374261.750000 Penalty: 2675.197021
	Iteration 0F: 3 clusters Score -374261.8 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -375180.281250 Penalty: 2675.197021
	Iteration 1F: 3 clusters Score -375180.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -375443.468750 Penalty: 2675.197021
	Iteration 2F: 3 clusters Score -375443.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -375655.562500 Penalty: 2675.197021
	Iteration 3F: 3 clusters Score -375655.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -375831.593750 Penalty: 2675.197021
	Iteration 4F: 3 clusters Score -375831.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -375998.375000 Penalty: 2675.197021
	Iteration 5F: 3 clusters Score -375998.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -376139.687500 Penalty: 2675.197021
	Iteration 6Q: 3 clusters Score -376139.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -376236.906250 Penalty: 2675.197021
	Iteration 7Q: 3 clusters Score -376236.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -376310.250000 Penalty: 2675.197021
	Iteration 8Q: 3 clusters Score -376310.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -376359.906250 Penalty: 2675.197021
	Iteration 9Q: 3 clusters Score -376359.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -376395.843750 Penalty: 2675.197021
	Iteration 10Q: 3 clusters Score -376395.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -376436.218750 Penalty: 2675.197021
	Iteration 11Q: 3 clusters Score -376436.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -376475.156250 Penalty: 2675.197021
	Iteration 12Q: 3 clusters Score -376475.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -376510.968750 Penalty: 2675.197021
	Iteration 13Q: 3 clusters Score -376511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -376532.312500 Penalty: 2675.197021
	Iteration 14Q: 3 clusters Score -376532.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -376550.687500 Penalty: 2675.197021
	Iteration 15Q: 3 clusters Score -376550.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -376559.625000 Penalty: 2675.197021
	Iteration 16Q: 3 clusters Score -376559.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -376573.093750 Penalty: 2675.197021
	Iteration 17Q: 3 clusters Score -376573.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -376591.625000 Penalty: 2675.197021
	Iteration 18Q: 3 clusters Score -376591.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -376597.468750 Penalty: 2675.197021
	Iteration 19Q: 3 clusters Score -376597.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -376604.312500 Penalty: 2675.197021
	Iteration 20F: 3 clusters Score -376604.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -376613.937500 Penalty: 2675.197021
	Iteration 21Q: 3 clusters Score -376613.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -376623.718750 Penalty: 2675.197021
	Iteration 22Q: 3 clusters Score -376623.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -376634.343750 Penalty: 2675.197021
	Iteration 23Q: 3 clusters Score -376634.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -376651.750000 Penalty: 2675.197021
	Iteration 24Q: 3 clusters Score -376651.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -376661.750000 Penalty: 2675.197021
	Iteration 25Q: 3 clusters Score -376661.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -376665.500000 Penalty: 2675.197021
	Iteration 26Q: 3 clusters Score -376665.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -376669.000000 Penalty: 2675.197021
	Iteration 27Q: 3 clusters Score -376669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -376671.000000 Penalty: 2675.197021
	Iteration 28Q: 3 clusters Score -376671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -376672.875000 Penalty: 2675.197021
	Iteration 29Q: 3 clusters Score -376672.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -376673.718750 Penalty: 2675.197021
	Iteration 30Q: 3 clusters Score -376673.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -376674.218750 Penalty: 2675.197021
	Iteration 31Q: 3 clusters Score -376674.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -376674.218750 Penalty: 2675.197021
	Iteration 32F: 3 clusters Score -376674.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Entering Unmasked Estep 
Score: -1994196.750000 Penalty: 1598.985107
	Iteration 0F: 2 clusters Score -1994197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1981293.250000 Penalty: 3197.970215
	Iteration 0F: 3 clusters Score -1981293 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1985884.250000 Penalty: 3197.970215
	Iteration 1F: 3 clusters Score -1985884 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1986337.750000 Penalty: 3197.970215
	Iteration 2F: 3 clusters Score -1986338 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1986849.375000 Penalty: 3197.970215
	Iteration 3F: 3 clusters Score -1986849 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1987466.000000 Penalty: 3197.970215
	Iteration 4F: 3 clusters Score -1987466 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1988295.375000 Penalty: 3197.970215
	Iteration 5F: 3 clusters Score -1988295 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1989229.750000 Penalty: 3197.970215
	Iteration 6F: 3 clusters Score -1989230 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1990181.375000 Penalty: 3197.970215
	Iteration 7F: 3 clusters Score -1990181 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1991081.000000 Penalty: 3197.970215
	Iteration 8F: 3 clusters Score -1991081 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1991771.625000 Penalty: 3197.970215
	Iteration 9Q: 3 clusters Score -1991772 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1992208.125000 Penalty: 3197.970215
	Iteration 10Q: 3 clusters Score -1992208 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1992516.750000 Penalty: 3197.970215
	Iteration 11Q: 3 clusters Score -1992517 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1992703.500000 Penalty: 3197.970215
	Iteration 12Q: 3 clusters Score -1992704 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1992826.000000 Penalty: 3197.970215
	Iteration 13Q: 3 clusters Score -1992826 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1992915.625000 Penalty: 3197.970215
	Iteration 14Q: 3 clusters Score -1992916 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1992971.000000 Penalty: 3197.970215
	Iteration 15Q: 3 clusters Score -1992971 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1993013.125000 Penalty: 3197.970215
	Iteration 16Q: 3 clusters Score -1993013 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1993040.625000 Penalty: 3197.970215
	Iteration 17Q: 3 clusters Score -1993041 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1993070.125000 Penalty: 3197.970215
	Iteration 18Q: 3 clusters Score -1993070 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1993081.875000 Penalty: 3197.970215
	Iteration 19Q: 3 clusters Score -1993082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1993090.875000 Penalty: 3197.970215
	Iteration 20F: 3 clusters Score -1993091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1993106.000000 Penalty: 3197.970215
	Iteration 21Q: 3 clusters Score -1993106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1993116.750000 Penalty: 3197.970215
	Iteration 22Q: 3 clusters Score -1993117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1993122.125000 Penalty: 3197.970215
	Iteration 23Q: 3 clusters Score -1993122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1993127.000000 Penalty: 3197.970215
	Iteration 24Q: 3 clusters Score -1993127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1993126.750000 Penalty: 3197.970215
	Iteration 25Q: 3 clusters Score -1993127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1993131.125000 Penalty: 3197.970215
	Iteration 26Q: 3 clusters Score -1993131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1993136.875000 Penalty: 3197.970215
	Iteration 27Q: 3 clusters Score -1993137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1993141.125000 Penalty: 3197.970215
	Iteration 28Q: 3 clusters Score -1993141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1993145.750000 Penalty: 3197.970215
	Iteration 29Q: 3 clusters Score -1993146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1993140.875000 Penalty: 3197.970215
	Iteration 30Q: 3 clusters Score -1993141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1993144.750000 Penalty: 3197.970215
	Iteration 31Q: 3 clusters Score -1993145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1993146.000000 Penalty: 3197.970215
	Iteration 32Q: 3 clusters Score -1993146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1993151.500000 Penalty: 3197.970215
	Iteration 33Q: 3 clusters Score -1993152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1993150.250000 Penalty: 3197.970215
	Iteration 34Q: 3 clusters Score -1993150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1993152.875000 Penalty: 3197.970215
	Iteration 35Q: 3 clusters Score -1993153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1993151.125000 Penalty: 3197.970215
	Iteration 36Q: 3 clusters Score -1993151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1993151.625000 Penalty: 3197.970215
	Iteration 37Q: 3 clusters Score -1993152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1993153.250000 Penalty: 3197.970215
	Iteration 38Q: 3 clusters Score -1993153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1993152.625000 Penalty: 3197.970215
	Iteration 39Q: 3 clusters Score -1993153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1993155.375000 Penalty: 3197.970215
	Iteration 40F: 3 clusters Score -1993155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1993154.625000 Penalty: 3197.970215
	Iteration 41Q: 3 clusters Score -1993155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1993151.375000 Penalty: 3197.970215
	Iteration 42Q: 3 clusters Score -1993151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1993154.125000 Penalty: 3197.970215
	Iteration 43Q: 3 clusters Score -1993154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1993154.750000 Penalty: 3197.970215
	Iteration 44Q: 3 clusters Score -1993155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1993154.750000 Penalty: 3197.970215
	Iteration 45F: 3 clusters Score -1993155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Entering Unmasked Estep 
Score: -1856089.250000 Penalty: 1592.349121
	Iteration 0F: 2 clusters Score -1856089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1843849.875000 Penalty: 3184.698242
	Iteration 0F: 3 clusters Score -1843850 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1848445.625000 Penalty: 3184.698242
	Iteration 1F: 3 clusters Score -1848446 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1849118.125000 Penalty: 3184.698242
	Iteration 2F: 3 clusters Score -1849118 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1849864.500000 Penalty: 3184.698242
	Iteration 3F: 3 clusters Score -1849864 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1850589.875000 Penalty: 3184.698242
	Iteration 4F: 3 clusters Score -1850590 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1851337.375000 Penalty: 3184.698242
	Iteration 5F: 3 clusters Score -1851337 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1852130.125000 Penalty: 3184.698242
	Iteration 6F: 3 clusters Score -1852130 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1852875.500000 Penalty: 3184.698242
	Iteration 7F: 3 clusters Score -1852876 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1853454.625000 Penalty: 3184.698242
	Iteration 8F: 3 clusters Score -1853455 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1853837.750000 Penalty: 3184.698242
	Iteration 9Q: 3 clusters Score -1853838 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1854115.250000 Penalty: 3184.698242
	Iteration 10Q: 3 clusters Score -1854115 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1854334.500000 Penalty: 3184.698242
	Iteration 11Q: 3 clusters Score -1854334 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1854480.375000 Penalty: 3184.698242
	Iteration 12Q: 3 clusters Score -1854480 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1854592.000000 Penalty: 3184.698242
	Iteration 13Q: 3 clusters Score -1854592 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1854676.500000 Penalty: 3184.698242
	Iteration 14Q: 3 clusters Score -1854676 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1854724.125000 Penalty: 3184.698242
	Iteration 15Q: 3 clusters Score -1854724 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1854760.000000 Penalty: 3184.698242
	Iteration 16Q: 3 clusters Score -1854760 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1854789.750000 Penalty: 3184.698242
	Iteration 17Q: 3 clusters Score -1854790 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1854816.375000 Penalty: 3184.698242
	Iteration 18Q: 3 clusters Score -1854816 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1854852.250000 Penalty: 3184.698242
	Iteration 19Q: 3 clusters Score -1854852 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1854883.750000 Penalty: 3184.698242
	Iteration 20F: 3 clusters Score -1854884 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1854916.500000 Penalty: 3184.698242
	Iteration 21Q: 3 clusters Score -1854916 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1854940.625000 Penalty: 3184.698242
	Iteration 22Q: 3 clusters Score -1854941 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1854963.250000 Penalty: 3184.698242
	Iteration 23Q: 3 clusters Score -1854963 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1854984.125000 Penalty: 3184.698242
	Iteration 24Q: 3 clusters Score -1854984 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1855007.625000 Penalty: 3184.698242
	Iteration 25Q: 3 clusters Score -1855008 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1855045.500000 Penalty: 3184.698242
	Iteration 26Q: 3 clusters Score -1855046 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1855082.500000 Penalty: 3184.698242
	Iteration 27Q: 3 clusters Score -1855082 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1855140.375000 Penalty: 3184.698242
	Iteration 28Q: 3 clusters Score -1855140 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1855208.500000 Penalty: 3184.698242
	Iteration 29Q: 3 clusters Score -1855208 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1855282.000000 Penalty: 3184.698242
	Iteration 30Q: 3 clusters Score -1855282 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1855347.750000 Penalty: 3184.698242
	Iteration 31Q: 3 clusters Score -1855348 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1855418.375000 Penalty: 3184.698242
	Iteration 32Q: 3 clusters Score -1855418 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1855482.250000 Penalty: 3184.698242
	Iteration 33Q: 3 clusters Score -1855482 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1855547.875000 Penalty: 3184.698242
	Iteration 34Q: 3 clusters Score -1855548 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1855586.250000 Penalty: 3184.698242
	Iteration 35Q: 3 clusters Score -1855586 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1855617.875000 Penalty: 3184.698242
	Iteration 36Q: 3 clusters Score -1855618 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1855632.750000 Penalty: 3184.698242
	Iteration 37Q: 3 clusters Score -1855633 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1855644.875000 Penalty: 3184.698242
	Iteration 38Q: 3 clusters Score -1855645 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1855652.250000 Penalty: 3184.698242
	Iteration 39Q: 3 clusters Score -1855652 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1855656.750000 Penalty: 3184.698242
	Iteration 40F: 3 clusters Score -1855657 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1855659.125000 Penalty: 3184.698242
	Iteration 41Q: 3 clusters Score -1855659 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1855659.750000 Penalty: 3184.698242
	Iteration 42Q: 3 clusters Score -1855660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1855665.250000 Penalty: 3184.698242
	Iteration 43Q: 3 clusters Score -1855665 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1855664.625000 Penalty: 3184.698242
	Iteration 44Q: 3 clusters Score -1855665 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1855670.250000 Penalty: 3184.698242
	Iteration 45Q: 3 clusters Score -1855670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1855673.750000 Penalty: 3184.698242
	Iteration 46Q: 3 clusters Score -1855674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1855676.000000 Penalty: 3184.698242
	Iteration 47Q: 3 clusters Score -1855676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1855674.000000 Penalty: 3184.698242
	Iteration 48Q: 3 clusters Score -1855674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1855676.000000 Penalty: 3184.698242
	Iteration 49Q: 3 clusters Score -1855676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1855673.375000 Penalty: 3184.698242
	Iteration 50Q: 3 clusters Score -1855673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1855676.000000 Penalty: 3184.698242
	Iteration 51Q: 3 clusters Score -1855676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1855671.500000 Penalty: 3184.698242
	Iteration 52Q: 3 clusters Score -1855672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1855673.000000 Penalty: 3184.698242
	Iteration 53Q: 3 clusters Score -1855673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1855672.875000 Penalty: 3184.698242
	Iteration 54Q: 3 clusters Score -1855673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1855675.000000 Penalty: 3184.698242
	Iteration 55Q: 3 clusters Score -1855675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1855676.750000 Penalty: 3184.698242
	Iteration 56Q: 3 clusters Score -1855677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1855678.250000 Penalty: 3184.698242
	Iteration 57Q: 3 clusters Score -1855678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1855678.000000 Penalty: 3184.698242
	Iteration 58Q: 3 clusters Score -1855678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1855672.125000 Penalty: 3184.698242
	Iteration 59Q: 3 clusters Score -1855672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1855675.000000 Penalty: 3184.698242
	Iteration 60F: 3 clusters Score -1855675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1855675.500000 Penalty: 3184.698242
	Iteration 61Q: 3 clusters Score -1855676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1855675.625000 Penalty: 3184.698242
	Iteration 62Q: 3 clusters Score -1855676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1855676.750000 Penalty: 3184.698242
	Iteration 63Q: 3 clusters Score -1855677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1855674.000000 Penalty: 3184.698242
	Iteration 64Q: 3 clusters Score -1855674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1855674.750000 Penalty: 3184.698242
	Iteration 65Q: 3 clusters Score -1855675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1855674.875000 Penalty: 3184.698242
	Iteration 66Q: 3 clusters Score -1855675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1855680.000000 Penalty: 3184.698242
	Iteration 67Q: 3 clusters Score -1855680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1855678.500000 Penalty: 3184.698242
	Iteration 68Q: 3 clusters Score -1855678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1855678.500000 Penalty: 3184.698242
	Iteration 69F: 3 clusters Score -1855678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (43236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Entering Unmasked Estep 
Score: -4512412.000000 Penalty: 1734.594727
	Iteration 0F: 2 clusters Score -4512412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -4483361.000000 Penalty: 3469.189453
	Iteration 0F: 3 clusters Score -4483361 nChanged 20316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -4495164.000000 Penalty: 3469.189453
	Iteration 1F: 3 clusters Score -4495164 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -4496026.000000 Penalty: 3469.189453
	Iteration 2Q: 3 clusters Score -4496026 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -4497070.500000 Penalty: 3469.189453
	Iteration 3F: 3 clusters Score -4497070 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -4498335.500000 Penalty: 3469.189453
	Iteration 4F: 3 clusters Score -4498336 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -4499780.500000 Penalty: 3469.189453
	Iteration 5F: 3 clusters Score -4499780 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -4501493.000000 Penalty: 3469.189453
	Iteration 6F: 3 clusters Score -4501493 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -4503337.000000 Penalty: 3469.189453
	Iteration 7F: 3 clusters Score -4503337 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -4504961.000000 Penalty: 3469.189453
	Iteration 8F: 3 clusters Score -4504961 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -4506181.000000 Penalty: 3469.189453
	Iteration 9Q: 3 clusters Score -4506181 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -4507112.000000 Penalty: 3469.189453
	Iteration 10Q: 3 clusters Score -4507112 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -4507884.000000 Penalty: 3469.189453
	Iteration 11Q: 3 clusters Score -4507884 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -4508739.500000 Penalty: 3469.189453
	Iteration 12Q: 3 clusters Score -4508740 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -4509548.500000 Penalty: 3469.189453
	Iteration 13Q: 3 clusters Score -4509548 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -4510046.500000 Penalty: 3469.189453
	Iteration 14Q: 3 clusters Score -4510046 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -4510395.000000 Penalty: 3469.189453
	Iteration 15Q: 3 clusters Score -4510395 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -4510671.500000 Penalty: 3469.189453
	Iteration 16Q: 3 clusters Score -4510672 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -4510894.500000 Penalty: 3469.189453
	Iteration 17Q: 3 clusters Score -4510894 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -4511051.000000 Penalty: 3469.189453
	Iteration 18Q: 3 clusters Score -4511051 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -4511127.000000 Penalty: 3469.189453
	Iteration 19Q: 3 clusters Score -4511127 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -4511184.500000 Penalty: 3469.189453
	Iteration 20F: 3 clusters Score -4511184 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -4511231.000000 Penalty: 3469.189453
	Iteration 21Q: 3 clusters Score -4511231 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -4511276.500000 Penalty: 3469.189453
	Iteration 22Q: 3 clusters Score -4511276 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -4511297.000000 Penalty: 3469.189453
	Iteration 23Q: 3 clusters Score -4511297 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -4511325.000000 Penalty: 3469.189453
	Iteration 24Q: 3 clusters Score -4511325 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -4511342.500000 Penalty: 3469.189453
	Iteration 25Q: 3 clusters Score -4511342 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -4511363.500000 Penalty: 3469.189453
	Iteration 26Q: 3 clusters Score -4511364 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -4511359.500000 Penalty: 3469.189453
	Iteration 27Q: 3 clusters Score -4511360 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -4511380.500000 Penalty: 3469.189453
	Iteration 28Q: 3 clusters Score -4511380 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -4511388.000000 Penalty: 3469.189453
	Iteration 29Q: 3 clusters Score -4511388 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -4511397.500000 Penalty: 3469.189453
	Iteration 30Q: 3 clusters Score -4511398 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -4511405.500000 Penalty: 3469.189453
	Iteration 31Q: 3 clusters Score -4511406 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -4511430.500000 Penalty: 3469.189453
	Iteration 32Q: 3 clusters Score -4511430 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -4511445.000000 Penalty: 3469.189453
	Iteration 33Q: 3 clusters Score -4511445 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -4511453.000000 Penalty: 3469.189453
	Iteration 34Q: 3 clusters Score -4511453 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -4511465.500000 Penalty: 3469.189453
	Iteration 35Q: 3 clusters Score -4511466 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -4511471.000000 Penalty: 3469.189453
	Iteration 36Q: 3 clusters Score -4511471 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -4511479.500000 Penalty: 3469.189453
	Iteration 37Q: 3 clusters Score -4511480 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -4511482.000000 Penalty: 3469.189453
	Iteration 38Q: 3 clusters Score -4511482 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -4511480.000000 Penalty: 3469.189453
	Iteration 39Q: 3 clusters Score -4511480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -4511484.000000 Penalty: 3469.189453
	Iteration 40F: 3 clusters Score -4511484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -4511484.000000 Penalty: 3469.189453
	Iteration 41Q: 3 clusters Score -4511484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -4511494.000000 Penalty: 3469.189453
	Iteration 42Q: 3 clusters Score -4511494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -4511495.500000 Penalty: 3469.189453
	Iteration 43Q: 3 clusters Score -4511496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -4511495.500000 Penalty: 3469.189453
	Iteration 44Q: 3 clusters Score -4511496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -4511502.500000 Penalty: 3469.189453
	Iteration 45Q: 3 clusters Score -4511502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -4511503.000000 Penalty: 3469.189453
	Iteration 46Q: 3 clusters Score -4511503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -4511495.500000 Penalty: 3469.189453
	Iteration 47Q: 3 clusters Score -4511496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -4511497.500000 Penalty: 3469.189453
	Iteration 48Q: 3 clusters Score -4511498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -4511502.000000 Penalty: 3469.189453
	Iteration 49Q: 3 clusters Score -4511502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -4511511.000000 Penalty: 3469.189453
	Iteration 50Q: 3 clusters Score -4511511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -4511508.000000 Penalty: 3469.189453
	Iteration 51Q: 3 clusters Score -4511508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -4511503.500000 Penalty: 3469.189453
	Iteration 52Q: 3 clusters Score -4511504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -4511506.500000 Penalty: 3469.189453
	Iteration 53Q: 3 clusters Score -4511506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -4511508.500000 Penalty: 3469.189453
	Iteration 54Q: 3 clusters Score -4511508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -4511501.000000 Penalty: 3469.189453
	Iteration 55Q: 3 clusters Score -4511501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -4511503.000000 Penalty: 3469.189453
	Iteration 56Q: 3 clusters Score -4511503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -4511501.000000 Penalty: 3469.189453
	Iteration 57Q: 3 clusters Score -4511501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -4511503.000000 Penalty: 3469.189453
	Iteration 58Q: 3 clusters Score -4511503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -4511495.000000 Penalty: 3469.189453
	Iteration 59Q: 3 clusters Score -4511495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -4511494.500000 Penalty: 3469.189453
	Iteration 60F: 3 clusters Score -4511494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -4511498.500000 Penalty: 3469.189453
	Iteration 61Q: 3 clusters Score -4511498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -4511504.000000 Penalty: 3469.189453
	Iteration 62Q: 3 clusters Score -4511504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -4511512.000000 Penalty: 3469.189453
	Iteration 63Q: 3 clusters Score -4511512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -4511506.000000 Penalty: 3469.189453
	Iteration 64Q: 3 clusters Score -4511506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -4511512.500000 Penalty: 3469.189453
	Iteration 65Q: 3 clusters Score -4511512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -4511509.500000 Penalty: 3469.189453
	Iteration 66Q: 3 clusters Score -4511510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -4511512.000000 Penalty: 3469.189453
	Iteration 67Q: 3 clusters Score -4511512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -4511512.000000 Penalty: 3469.189453
	Iteration 68Q: 3 clusters Score -4511512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -4511509.000000 Penalty: 3469.189453
	Iteration 69Q: 3 clusters Score -4511509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -4511514.000000 Penalty: 3469.189453
	Iteration 70Q: 3 clusters Score -4511514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -4511511.000000 Penalty: 3469.189453
	Iteration 71Q: 3 clusters Score -4511511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -4511501.000000 Penalty: 3469.189453
	Iteration 72Q: 3 clusters Score -4511501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -4511499.500000 Penalty: 3469.189453
	Iteration 73Q: 3 clusters Score -4511500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -4511503.000000 Penalty: 3469.189453
	Iteration 74Q: 3 clusters Score -4511503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -4511505.000000 Penalty: 3469.189453
	Iteration 75Q: 3 clusters Score -4511505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -4511501.500000 Penalty: 3469.189453
	Iteration 76Q: 3 clusters Score -4511502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -4511507.500000 Penalty: 3469.189453
	Iteration 77Q: 3 clusters Score -4511508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -4511512.000000 Penalty: 3469.189453
	Iteration 78Q: 3 clusters Score -4511512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -4511511.000000 Penalty: 3469.189453
	Iteration 79Q: 3 clusters Score -4511511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -4511507.000000 Penalty: 3469.189453
	Iteration 80F: 3 clusters Score -4511507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -4511510.000000 Penalty: 3469.189453
	Iteration 81Q: 3 clusters Score -4511510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -4511506.000000 Penalty: 3469.189453
	Iteration 82Q: 3 clusters Score -4511506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -4511508.500000 Penalty: 3469.189453
	Iteration 83Q: 3 clusters Score -4511508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -4511508.500000 Penalty: 3469.189453
	Iteration 84F: 3 clusters Score -4511508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -69058.929688 Penalty: 1065.937500
	Iteration 0F: 2 clusters Score -69058.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -67957.171875 Penalty: 2131.875000
	Iteration 0F: 3 clusters Score -67957.17 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -68156.890625 Penalty: 2131.875000
	Iteration 1F: 3 clusters Score -68156.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -68202.578125 Penalty: 2131.875000
	Iteration 2Q: 3 clusters Score -68202.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68216.984375 Penalty: 2131.875000
	Iteration 3Q: 3 clusters Score -68216.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68231.429688 Penalty: 2131.875000
	Iteration 4Q: 3 clusters Score -68231.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68247.093750 Penalty: 2131.875000
	Iteration 5Q: 3 clusters Score -68247.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -68266.148438 Penalty: 2131.875000
	Iteration 6Q: 3 clusters Score -68266.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -68284.703125 Penalty: 2131.875000
	Iteration 7Q: 3 clusters Score -68284.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -68303.789062 Penalty: 2131.875000
	Iteration 8Q: 3 clusters Score -68303.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -68313.507812 Penalty: 2131.875000
	Iteration 9Q: 3 clusters Score -68313.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -68323.789062 Penalty: 2131.875000
	Iteration 10Q: 3 clusters Score -68323.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -68333.507812 Penalty: 2131.875000
	Iteration 11Q: 3 clusters Score -68333.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -68353.007812 Penalty: 2131.875000
	Iteration 12Q: 3 clusters Score -68353.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -68370.101562 Penalty: 2131.875000
	Iteration 13Q: 3 clusters Score -68370.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -68394.062500 Penalty: 2131.875000
	Iteration 14Q: 3 clusters Score -68394.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -68426.164062 Penalty: 2131.875000
	Iteration 15Q: 3 clusters Score -68426.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -68453.640625 Penalty: 2131.875000
	Iteration 16Q: 3 clusters Score -68453.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -68473.437500 Penalty: 2131.875000
	Iteration 17Q: 3 clusters Score -68473.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -68481.140625 Penalty: 2131.875000
	Iteration 18Q: 3 clusters Score -68481.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -68493.953125 Penalty: 2131.875000
	Iteration 19Q: 3 clusters Score -68493.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -68516.218750 Penalty: 2131.875000
	Iteration 20F: 3 clusters Score -68516.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -68617.453125 Penalty: 2131.875000
	Iteration 21Q: 3 clusters Score -68617.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -68642.000000 Penalty: 2131.875000
	Iteration 22Q: 3 clusters Score -68642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -68655.359375 Penalty: 2131.875000
	Iteration 23Q: 3 clusters Score -68655.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -68662.187500 Penalty: 2131.875000
	Iteration 24Q: 3 clusters Score -68662.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -68663.062500 Penalty: 2131.875000
	Iteration 25Q: 3 clusters Score -68663.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -68665.914062 Penalty: 2131.875000
	Iteration 26Q: 3 clusters Score -68665.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -68668.804688 Penalty: 2131.875000
	Iteration 27Q: 3 clusters Score -68668.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -68668.804688 Penalty: 2131.875000
	Iteration 28F: 3 clusters Score -68668.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -61341.820312 Penalty: 1056.703369
	Iteration 0F: 2 clusters Score -61341.82 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 352 members 
Entering Unmasked Estep 
Score: -60174.957031 Penalty: 2113.406738
	Iteration 0F: 3 clusters Score -60174.96 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -60403.964844 Penalty: 2113.406738
	Iteration 1F: 3 clusters Score -60403.96 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -60481.480469 Penalty: 2113.406738
	Iteration 2F: 3 clusters Score -60481.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -60528.718750 Penalty: 2113.406738
	Iteration 3Q: 3 clusters Score -60528.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -60562.757812 Penalty: 2113.406738
	Iteration 4Q: 3 clusters Score -60562.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -60575.738281 Penalty: 2113.406738
	Iteration 5Q: 3 clusters Score -60575.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -60601.566406 Penalty: 2113.406738
	Iteration 6Q: 3 clusters Score -60601.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -60651.285156 Penalty: 2113.406738
	Iteration 7Q: 3 clusters Score -60651.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -60691.792969 Penalty: 2113.406738
	Iteration 8Q: 3 clusters Score -60691.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -60750.179688 Penalty: 2113.406738
	Iteration 9Q: 3 clusters Score -60750.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -60820.187500 Penalty: 2113.406738
	Iteration 10Q: 3 clusters Score -60820.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -60879.027344 Penalty: 2113.406738
	Iteration 11Q: 3 clusters Score -60879.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -60929.542969 Penalty: 2113.406738
	Iteration 12Q: 3 clusters Score -60929.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -60996.859375 Penalty: 2113.406738
	Iteration 13Q: 3 clusters Score -60996.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -61077.218750 Penalty: 2113.406738
	Iteration 14Q: 3 clusters Score -61077.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -61115.050781 Penalty: 2113.406738
	Iteration 15Q: 3 clusters Score -61115.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -61139.437500 Penalty: 2113.406738
	Iteration 16Q: 3 clusters Score -61139.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -61149.363281 Penalty: 2113.406738
	Iteration 17Q: 3 clusters Score -61149.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -61159.898438 Penalty: 2113.406738
	Iteration 18Q: 3 clusters Score -61159.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -61167.234375 Penalty: 2113.406738
	Iteration 19Q: 3 clusters Score -61167.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -61198.113281 Penalty: 2113.406738
	Iteration 20F: 3 clusters Score -61198.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -61355.878906 Penalty: 2113.406738
	Iteration 21Q: 3 clusters Score -61355.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -61408.316406 Penalty: 2113.406738
	Iteration 22Q: 3 clusters Score -61408.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -61410.230469 Penalty: 2113.406738
	Iteration 23Q: 3 clusters Score -61410.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -61411.496094 Penalty: 2113.406738
	Iteration 24Q: 3 clusters Score -61411.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -61412.527344 Penalty: 2113.406738
	Iteration 25Q: 3 clusters Score -61412.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -61412.527344 Penalty: 2113.406738
	Iteration 26F: 3 clusters Score -61412.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 802 members 
Mstep: Class 3 contains 10591 members 
Mstep: Class 4 contains 13960 members 
Mstep: Class 5 contains 37756 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21155 members 
Mstep: Class 8 contains 2208 members 
Mstep: Class 9 contains 128087 members 
Mstep: Class 10 contains 24471 members 
Mstep: Class 11 contains 3753 members 
Mstep: Class 12 contains 6077 members 
Mstep: Class 13 contains 32240 members 
Mstep: Class 14 contains 10578 members 
Mstep: Class 15 contains 13467 members 
Mstep: Class 16 contains 31539 members 
Mstep: Class 17 contains 6231 members 
Mstep: Class 18 contains 18584 members 
Mstep: Class 19 contains 5204 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 3871 members 
Mstep: Class 22 contains 174245 members 
Mstep: Class 23 contains 2368 members 
Mstep: Class 24 contains 3757 members 
Mstep: Class 25 contains 18768 members 
Mstep: Class 26 contains 18017 members 
Mstep: Class 27 contains 43236 members 
Mstep: Class 28 contains 706 members 
Mstep: Class 29 contains 220 members 
Mstep: Class 30 contains 648 members 
Mstep: Class 31 contains 3357 members 
Mstep: Class 32 contains 215 members 
Mstep: Class 33 contains 447 members 
Entering Unmasked Estep 
Score: -65956628.000000 Penalty: 71703.882812
Splitting cluster 29 changes total score from -65957720.000000 to -65956628.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -53857.093750 Penalty: 1052.007202
	Iteration 0F: 2 clusters Score -53857.09 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 344 members 
Entering Unmasked Estep 
Score: -52724.160156 Penalty: 2104.014404
	Iteration 0F: 3 clusters Score -52724.16 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -53009.191406 Penalty: 2104.014404
	Iteration 1F: 3 clusters Score -53009.19 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -53105.160156 Penalty: 2104.014404
	Iteration 2F: 3 clusters Score -53105.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53161.558594 Penalty: 2104.014404
	Iteration 3Q: 3 clusters Score -53161.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -53180.625000 Penalty: 2104.014404
	Iteration 4Q: 3 clusters Score -53180.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -53194.550781 Penalty: 2104.014404
	Iteration 5Q: 3 clusters Score -53194.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -53207.367188 Penalty: 2104.014404
	Iteration 6Q: 3 clusters Score -53207.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -53208.410156 Penalty: 2104.014404
	Iteration 7Q: 3 clusters Score -53208.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53212.890625 Penalty: 2104.014404
	Iteration 8Q: 3 clusters Score -53212.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -53220.148438 Penalty: 2104.014404
	Iteration 9Q: 3 clusters Score -53220.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -53228.144531 Penalty: 2104.014404
	Iteration 10Q: 3 clusters Score -53228.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -53233.824219 Penalty: 2104.014404
	Iteration 11Q: 3 clusters Score -53233.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -53236.007812 Penalty: 2104.014404
	Iteration 12Q: 3 clusters Score -53236.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -53239.246094 Penalty: 2104.014404
	Iteration 13Q: 3 clusters Score -53239.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -53239.246094 Penalty: 2104.014404
	Iteration 14F: 3 clusters Score -53239.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Entering Unmasked Estep 
Score: -356764.531250 Penalty: 1319.305542
	Iteration 0F: 2 clusters Score -356764.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -353771.593750 Penalty: 2638.611084
	Iteration 0F: 3 clusters Score -353771.6 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -354549.312500 Penalty: 2638.611084
	Iteration 1F: 3 clusters Score -354549.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -354684.843750 Penalty: 2638.611084
	Iteration 2F: 3 clusters Score -354684.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -354776.937500 Penalty: 2638.611084
	Iteration 3Q: 3 clusters Score -354776.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -354855.218750 Penalty: 2638.611084
	Iteration 4Q: 3 clusters Score -354855.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -354915.906250 Penalty: 2638.611084
	Iteration 5Q: 3 clusters Score -354915.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -354973.968750 Penalty: 2638.611084
	Iteration 6Q: 3 clusters Score -354974 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -355016.500000 Penalty: 2638.611084
	Iteration 7Q: 3 clusters Score -355016.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -355049.312500 Penalty: 2638.611084
	Iteration 8Q: 3 clusters Score -355049.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -355080.062500 Penalty: 2638.611084
	Iteration 9Q: 3 clusters Score -355080.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -355109.906250 Penalty: 2638.611084
	Iteration 10Q: 3 clusters Score -355109.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -355136.437500 Penalty: 2638.611084
	Iteration 11Q: 3 clusters Score -355136.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -355159.562500 Penalty: 2638.611084
	Iteration 12Q: 3 clusters Score -355159.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -355176.312500 Penalty: 2638.611084
	Iteration 13Q: 3 clusters Score -355176.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -355199.500000 Penalty: 2638.611084
	Iteration 14Q: 3 clusters Score -355199.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -355216.406250 Penalty: 2638.611084
	Iteration 15Q: 3 clusters Score -355216.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -355228.406250 Penalty: 2638.611084
	Iteration 16Q: 3 clusters Score -355228.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -355240.781250 Penalty: 2638.611084
	Iteration 17Q: 3 clusters Score -355240.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -355256.343750 Penalty: 2638.611084
	Iteration 18Q: 3 clusters Score -355256.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -355275.656250 Penalty: 2638.611084
	Iteration 19Q: 3 clusters Score -355275.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -355300.562500 Penalty: 2638.611084
	Iteration 20F: 3 clusters Score -355300.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -355333.218750 Penalty: 2638.611084
	Iteration 21Q: 3 clusters Score -355333.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -355368.750000 Penalty: 2638.611084
	Iteration 22Q: 3 clusters Score -355368.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -355396.218750 Penalty: 2638.611084
	Iteration 23Q: 3 clusters Score -355396.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -355419.562500 Penalty: 2638.611084
	Iteration 24Q: 3 clusters Score -355419.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -355442.312500 Penalty: 2638.611084
	Iteration 25Q: 3 clusters Score -355442.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -355457.781250 Penalty: 2638.611084
	Iteration 26Q: 3 clusters Score -355457.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -355473.625000 Penalty: 2638.611084
	Iteration 27Q: 3 clusters Score -355473.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -355486.218750 Penalty: 2638.611084
	Iteration 28Q: 3 clusters Score -355486.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -355503.906250 Penalty: 2638.611084
	Iteration 29Q: 3 clusters Score -355503.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -355516.875000 Penalty: 2638.611084
	Iteration 30Q: 3 clusters Score -355516.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -355526.406250 Penalty: 2638.611084
	Iteration 31Q: 3 clusters Score -355526.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -355533.031250 Penalty: 2638.611084
	Iteration 32Q: 3 clusters Score -355533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -355536.562500 Penalty: 2638.611084
	Iteration 33Q: 3 clusters Score -355536.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -355538.937500 Penalty: 2638.611084
	Iteration 34Q: 3 clusters Score -355538.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -355540.562500 Penalty: 2638.611084
	Iteration 35Q: 3 clusters Score -355540.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -355541.812500 Penalty: 2638.611084
	Iteration 36Q: 3 clusters Score -355541.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -355543.312500 Penalty: 2638.611084
	Iteration 37Q: 3 clusters Score -355543.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -355544.031250 Penalty: 2638.611084
	Iteration 38Q: 3 clusters Score -355544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -355544.781250 Penalty: 2638.611084
	Iteration 39Q: 3 clusters Score -355544.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -355546.781250 Penalty: 2638.611084
	Iteration 40F: 3 clusters Score -355546.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -355548.781250 Penalty: 2638.611084
	Iteration 41Q: 3 clusters Score -355548.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -355551.375000 Penalty: 2638.611084
	Iteration 42Q: 3 clusters Score -355551.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -355553.875000 Penalty: 2638.611084
	Iteration 43Q: 3 clusters Score -355553.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -355555.031250 Penalty: 2638.611084
	Iteration 44Q: 3 clusters Score -355555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -355557.187500 Penalty: 2638.611084
	Iteration 45Q: 3 clusters Score -355557.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -355558.218750 Penalty: 2638.611084
	Iteration 46Q: 3 clusters Score -355558.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -355558.093750 Penalty: 2638.611084
	Iteration 47Q: 3 clusters Score -355558.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -355558.093750 Penalty: 2638.611084
	Iteration 48F: 3 clusters Score -355558.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -20561.519531 Penalty: 872.728638
	Iteration 0F: 2 clusters Score -20561.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19880.888672 Penalty: 1745.457275
	Iteration 0F: 3 clusters Score -19880.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19933.007812 Penalty: 1745.457275
	Iteration 1F: 3 clusters Score -19933.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19947.539062 Penalty: 1745.457275
	Iteration 2Q: 3 clusters Score -19947.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19958.097656 Penalty: 1745.457275
	Iteration 3Q: 3 clusters Score -19958.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19963.099609 Penalty: 1745.457275
	Iteration 4Q: 3 clusters Score -19963.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19966.103516 Penalty: 1745.457275
	Iteration 5Q: 3 clusters Score -19966.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19966.103516 Penalty: 1745.457275
	Iteration 6F: 3 clusters Score -19966.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 802 members 
Mstep: Class 3 contains 10591 members 
Mstep: Class 4 contains 13960 members 
Mstep: Class 5 contains 37756 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21155 members 
Mstep: Class 8 contains 2208 members 
Mstep: Class 9 contains 128087 members 
Mstep: Class 10 contains 24471 members 
Mstep: Class 11 contains 3753 members 
Mstep: Class 12 contains 6077 members 
Mstep: Class 13 contains 32240 members 
Mstep: Class 14 contains 10578 members 
Mstep: Class 15 contains 13467 members 
Mstep: Class 16 contains 31539 members 
Mstep: Class 17 contains 6231 members 
Mstep: Class 18 contains 18584 members 
Mstep: Class 19 contains 5204 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 3871 members 
Mstep: Class 22 contains 174245 members 
Mstep: Class 23 contains 2368 members 
Mstep: Class 24 contains 3757 members 
Mstep: Class 25 contains 18768 members 
Mstep: Class 26 contains 18017 members 
Mstep: Class 27 contains 43236 members 
Mstep: Class 28 contains 706 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 648 members 
Mstep: Class 31 contains 3357 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65957708.000000 Penalty: 69531.039062
Iteration 159Q: 33 clusters Score -6.595771e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 802 members 
Mstep: Class 3 contains 10593 members 
Mstep: Class 4 contains 13960 members 
Mstep: Class 5 contains 37788 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21159 members 
Mstep: Class 8 contains 2206 members 
Mstep: Class 9 contains 128068 members 
Mstep: Class 10 contains 24481 members 
Mstep: Class 11 contains 3778 members 
Mstep: Class 12 contains 6085 members 
Mstep: Class 13 contains 32202 members 
Mstep: Class 14 contains 10563 members 
Mstep: Class 15 contains 13461 members 
Mstep: Class 16 contains 31526 members 
Mstep: Class 17 contains 6219 members 
Mstep: Class 18 contains 18583 members 
Mstep: Class 19 contains 5204 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 3908 members 
Mstep: Class 22 contains 174241 members 
Mstep: Class 23 contains 2367 members 
Mstep: Class 24 contains 3761 members 
Mstep: Class 25 contains 18759 members 
Mstep: Class 26 contains 18014 members 
Mstep: Class 27 contains 43230 members 
Mstep: Class 28 contains 708 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 654 members 
Mstep: Class 31 contains 3357 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65957736.000000 Penalty: 69531.039062
Iteration 160F: 33 clusters Score -6.595774e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 802 members 
Mstep: Class 3 contains 10599 members 
Mstep: Class 4 contains 13958 members 
Mstep: Class 5 contains 37807 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21162 members 
Mstep: Class 8 contains 2206 members 
Mstep: Class 9 contains 128053 members 
Mstep: Class 10 contains 24485 members 
Mstep: Class 11 contains 3814 members 
Mstep: Class 12 contains 6089 members 
Mstep: Class 13 contains 32158 members 
Mstep: Class 14 contains 10545 members 
Mstep: Class 15 contains 13457 members 
Mstep: Class 16 contains 31521 members 
Mstep: Class 17 contains 6208 members 
Mstep: Class 18 contains 18584 members 
Mstep: Class 19 contains 5204 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 3939 members 
Mstep: Class 22 contains 174243 members 
Mstep: Class 23 contains 2368 members 
Mstep: Class 24 contains 3761 members 
Mstep: Class 25 contains 18759 members 
Mstep: Class 26 contains 18006 members 
Mstep: Class 27 contains 43228 members 
Mstep: Class 28 contains 709 members 
Mstep: Class 29 contains 666 members 
Mstep: Class 30 contains 658 members 
Mstep: Class 31 contains 3356 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65957796.000000 Penalty: 69531.039062
Iteration 161Q: 33 clusters Score -6.59578e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 802 members 
Mstep: Class 3 contains 10611 members 
Mstep: Class 4 contains 13962 members 
Mstep: Class 5 contains 37819 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21160 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128039 members 
Mstep: Class 10 contains 24490 members 
Mstep: Class 11 contains 3844 members 
Mstep: Class 12 contains 6097 members 
Mstep: Class 13 contains 32118 members 
Mstep: Class 14 contains 10532 members 
Mstep: Class 15 contains 13448 members 
Mstep: Class 16 contains 31518 members 
Mstep: Class 17 contains 6201 members 
Mstep: Class 18 contains 18577 members 
Mstep: Class 19 contains 5203 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 3971 members 
Mstep: Class 22 contains 174242 members 
Mstep: Class 23 contains 2371 members 
Mstep: Class 24 contains 3763 members 
Mstep: Class 25 contains 18759 members 
Mstep: Class 26 contains 17998 members 
Mstep: Class 27 contains 43217 members 
Mstep: Class 28 contains 711 members 
Mstep: Class 29 contains 664 members 
Mstep: Class 30 contains 667 members 
Mstep: Class 31 contains 3356 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65957848.000000 Penalty: 69531.039062
Iteration 162Q: 33 clusters Score -6.595785e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 801 members 
Mstep: Class 3 contains 10618 members 
Mstep: Class 4 contains 13959 members 
Mstep: Class 5 contains 37835 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21165 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128029 members 
Mstep: Class 10 contains 24494 members 
Mstep: Class 11 contains 3869 members 
Mstep: Class 12 contains 6104 members 
Mstep: Class 13 contains 32089 members 
Mstep: Class 14 contains 10509 members 
Mstep: Class 15 contains 13434 members 
Mstep: Class 16 contains 31514 members 
Mstep: Class 17 contains 6196 members 
Mstep: Class 18 contains 18572 members 
Mstep: Class 19 contains 5206 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 3998 members 
Mstep: Class 22 contains 174235 members 
Mstep: Class 23 contains 2371 members 
Mstep: Class 24 contains 3769 members 
Mstep: Class 25 contains 18759 members 
Mstep: Class 26 contains 17999 members 
Mstep: Class 27 contains 43211 members 
Mstep: Class 28 contains 712 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 675 members 
Mstep: Class 31 contains 3356 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65957868.000000 Penalty: 69531.039062
Iteration 163Q: 33 clusters Score -6.595787e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 799 members 
Mstep: Class 3 contains 10628 members 
Mstep: Class 4 contains 13955 members 
Mstep: Class 5 contains 37845 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21168 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 128024 members 
Mstep: Class 10 contains 24498 members 
Mstep: Class 11 contains 3891 members 
Mstep: Class 12 contains 6104 members 
Mstep: Class 13 contains 32064 members 
Mstep: Class 14 contains 10493 members 
Mstep: Class 15 contains 13429 members 
Mstep: Class 16 contains 31511 members 
Mstep: Class 17 contains 6190 members 
Mstep: Class 18 contains 18570 members 
Mstep: Class 19 contains 5206 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4019 members 
Mstep: Class 22 contains 174227 members 
Mstep: Class 23 contains 2373 members 
Mstep: Class 24 contains 3775 members 
Mstep: Class 25 contains 18761 members 
Mstep: Class 26 contains 17998 members 
Mstep: Class 27 contains 43203 members 
Mstep: Class 28 contains 712 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 685 members 
Mstep: Class 31 contains 3357 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65957896.000000 Penalty: 69531.039062
Iteration 164Q: 33 clusters Score -6.59579e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 798 members 
Mstep: Class 3 contains 10633 members 
Mstep: Class 4 contains 13952 members 
Mstep: Class 5 contains 37854 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21173 members 
Mstep: Class 8 contains 2208 members 
Mstep: Class 9 contains 128017 members 
Mstep: Class 10 contains 24507 members 
Mstep: Class 11 contains 3919 members 
Mstep: Class 12 contains 6105 members 
Mstep: Class 13 contains 32036 members 
Mstep: Class 14 contains 10472 members 
Mstep: Class 15 contains 13423 members 
Mstep: Class 16 contains 31508 members 
Mstep: Class 17 contains 6187 members 
Mstep: Class 18 contains 18571 members 
Mstep: Class 19 contains 5207 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4039 members 
Mstep: Class 22 contains 174218 members 
Mstep: Class 23 contains 2375 members 
Mstep: Class 24 contains 3782 members 
Mstep: Class 25 contains 18764 members 
Mstep: Class 26 contains 17996 members 
Mstep: Class 27 contains 43192 members 
Mstep: Class 28 contains 712 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 3356 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958032.000000 Penalty: 69531.039062
Iteration 165Q: 33 clusters Score -6.595803e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 797 members 
Mstep: Class 3 contains 10645 members 
Mstep: Class 4 contains 13950 members 
Mstep: Class 5 contains 37873 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21172 members 
Mstep: Class 8 contains 2208 members 
Mstep: Class 9 contains 128010 members 
Mstep: Class 10 contains 24511 members 
Mstep: Class 11 contains 3941 members 
Mstep: Class 12 contains 6090 members 
Mstep: Class 13 contains 32013 members 
Mstep: Class 14 contains 10463 members 
Mstep: Class 15 contains 13413 members 
Mstep: Class 16 contains 31501 members 
Mstep: Class 17 contains 6183 members 
Mstep: Class 18 contains 18573 members 
Mstep: Class 19 contains 5210 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4056 members 
Mstep: Class 22 contains 174210 members 
Mstep: Class 23 contains 2375 members 
Mstep: Class 24 contains 3788 members 
Mstep: Class 25 contains 18768 members 
Mstep: Class 26 contains 17994 members 
Mstep: Class 27 contains 43182 members 
Mstep: Class 28 contains 713 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958100.000000 Penalty: 69531.039062
Iteration 166Q: 33 clusters Score -6.59581e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 796 members 
Mstep: Class 3 contains 10663 members 
Mstep: Class 4 contains 13949 members 
Mstep: Class 5 contains 37894 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21166 members 
Mstep: Class 8 contains 2208 members 
Mstep: Class 9 contains 128010 members 
Mstep: Class 10 contains 24509 members 
Mstep: Class 11 contains 3954 members 
Mstep: Class 12 contains 6074 members 
Mstep: Class 13 contains 31982 members 
Mstep: Class 14 contains 10455 members 
Mstep: Class 15 contains 13405 members 
Mstep: Class 16 contains 31496 members 
Mstep: Class 17 contains 6178 members 
Mstep: Class 18 contains 18572 members 
Mstep: Class 19 contains 5212 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4081 members 
Mstep: Class 22 contains 174205 members 
Mstep: Class 23 contains 2375 members 
Mstep: Class 24 contains 3801 members 
Mstep: Class 25 contains 18767 members 
Mstep: Class 26 contains 17994 members 
Mstep: Class 27 contains 43170 members 
Mstep: Class 28 contains 713 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958140.000000 Penalty: 69531.039062
Iteration 167Q: 33 clusters Score -6.595814e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 795 members 
Mstep: Class 3 contains 10681 members 
Mstep: Class 4 contains 13944 members 
Mstep: Class 5 contains 37913 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21165 members 
Mstep: Class 8 contains 2209 members 
Mstep: Class 9 contains 128006 members 
Mstep: Class 10 contains 24516 members 
Mstep: Class 11 contains 3963 members 
Mstep: Class 12 contains 6075 members 
Mstep: Class 13 contains 31941 members 
Mstep: Class 14 contains 10450 members 
Mstep: Class 15 contains 13392 members 
Mstep: Class 16 contains 31492 members 
Mstep: Class 17 contains 6178 members 
Mstep: Class 18 contains 18571 members 
Mstep: Class 19 contains 5212 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 174199 members 
Mstep: Class 23 contains 2374 members 
Mstep: Class 24 contains 3809 members 
Mstep: Class 25 contains 18767 members 
Mstep: Class 26 contains 17993 members 
Mstep: Class 27 contains 43155 members 
Mstep: Class 28 contains 713 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958192.000000 Penalty: 69531.039062
Iteration 168Q: 33 clusters Score -6.595819e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10688 members 
Mstep: Class 4 contains 13939 members 
Mstep: Class 5 contains 37919 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21164 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 128000 members 
Mstep: Class 10 contains 24516 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 6075 members 
Mstep: Class 13 contains 31919 members 
Mstep: Class 14 contains 10449 members 
Mstep: Class 15 contains 13380 members 
Mstep: Class 16 contains 31485 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 18573 members 
Mstep: Class 19 contains 5214 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4129 members 
Mstep: Class 22 contains 174200 members 
Mstep: Class 23 contains 2375 members 
Mstep: Class 24 contains 3825 members 
Mstep: Class 25 contains 18765 members 
Mstep: Class 26 contains 17990 members 
Mstep: Class 27 contains 43149 members 
Mstep: Class 28 contains 713 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 717 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958204.000000 Penalty: 69531.039062
Iteration 169Q: 33 clusters Score -6.59582e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10692 members 
Mstep: Class 4 contains 13938 members 
Mstep: Class 5 contains 37934 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21160 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 127996 members 
Mstep: Class 10 contains 24515 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 6069 members 
Mstep: Class 13 contains 31888 members 
Mstep: Class 14 contains 10447 members 
Mstep: Class 15 contains 13371 members 
Mstep: Class 16 contains 31480 members 
Mstep: Class 17 contains 6176 members 
Mstep: Class 18 contains 18572 members 
Mstep: Class 19 contains 5213 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4160 members 
Mstep: Class 22 contains 174190 members 
Mstep: Class 23 contains 2375 members 
Mstep: Class 24 contains 3838 members 
Mstep: Class 25 contains 18765 members 
Mstep: Class 26 contains 17989 members 
Mstep: Class 27 contains 43146 members 
Mstep: Class 28 contains 713 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 726 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958180.000000 Penalty: 69531.039062
Iteration 170Q: 33 clusters Score -6.595818e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10696 members 
Mstep: Class 4 contains 13935 members 
Mstep: Class 5 contains 37943 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21160 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 127995 members 
Mstep: Class 10 contains 24512 members 
Mstep: Class 11 contains 3990 members 
Mstep: Class 12 contains 6058 members 
Mstep: Class 13 contains 31851 members 
Mstep: Class 14 contains 10442 members 
Mstep: Class 15 contains 13360 members 
Mstep: Class 16 contains 31477 members 
Mstep: Class 17 contains 6174 members 
Mstep: Class 18 contains 18571 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4194 members 
Mstep: Class 22 contains 174187 members 
Mstep: Class 23 contains 2375 members 
Mstep: Class 24 contains 3852 members 
Mstep: Class 25 contains 18762 members 
Mstep: Class 26 contains 17989 members 
Mstep: Class 27 contains 43151 members 
Mstep: Class 28 contains 713 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 736 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958184.000000 Penalty: 69531.039062
Iteration 171Q: 33 clusters Score -6.595818e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10709 members 
Mstep: Class 4 contains 13935 members 
Mstep: Class 5 contains 37948 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21162 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 127986 members 
Mstep: Class 10 contains 24514 members 
Mstep: Class 11 contains 4000 members 
Mstep: Class 12 contains 6064 members 
Mstep: Class 13 contains 31818 members 
Mstep: Class 14 contains 10440 members 
Mstep: Class 15 contains 13349 members 
Mstep: Class 16 contains 31474 members 
Mstep: Class 17 contains 6174 members 
Mstep: Class 18 contains 18565 members 
Mstep: Class 19 contains 5210 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4222 members 
Mstep: Class 22 contains 174180 members 
Mstep: Class 23 contains 2376 members 
Mstep: Class 24 contains 3864 members 
Mstep: Class 25 contains 18763 members 
Mstep: Class 26 contains 17988 members 
Mstep: Class 27 contains 43134 members 
Mstep: Class 28 contains 713 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 746 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958316.000000 Penalty: 69531.039062
Iteration 172Q: 33 clusters Score -6.595832e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10721 members 
Mstep: Class 4 contains 13935 members 
Mstep: Class 5 contains 37960 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21163 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 127977 members 
Mstep: Class 10 contains 24516 members 
Mstep: Class 11 contains 4012 members 
Mstep: Class 12 contains 6059 members 
Mstep: Class 13 contains 31783 members 
Mstep: Class 14 contains 10439 members 
Mstep: Class 15 contains 13334 members 
Mstep: Class 16 contains 31469 members 
Mstep: Class 17 contains 6173 members 
Mstep: Class 18 contains 18564 members 
Mstep: Class 19 contains 5210 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4256 members 
Mstep: Class 22 contains 174172 members 
Mstep: Class 23 contains 2375 members 
Mstep: Class 24 contains 3877 members 
Mstep: Class 25 contains 18764 members 
Mstep: Class 26 contains 17982 members 
Mstep: Class 27 contains 43125 members 
Mstep: Class 28 contains 713 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958324.000000 Penalty: 69531.039062
Iteration 173Q: 33 clusters Score -6.595832e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10735 members 
Mstep: Class 4 contains 13933 members 
Mstep: Class 5 contains 37967 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21164 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 127974 members 
Mstep: Class 10 contains 24522 members 
Mstep: Class 11 contains 4019 members 
Mstep: Class 12 contains 6062 members 
Mstep: Class 13 contains 31748 members 
Mstep: Class 14 contains 10439 members 
Mstep: Class 15 contains 13323 members 
Mstep: Class 16 contains 31464 members 
Mstep: Class 17 contains 6171 members 
Mstep: Class 18 contains 18556 members 
Mstep: Class 19 contains 5214 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4284 members 
Mstep: Class 22 contains 174173 members 
Mstep: Class 23 contains 2376 members 
Mstep: Class 24 contains 3890 members 
Mstep: Class 25 contains 18761 members 
Mstep: Class 26 contains 17982 members 
Mstep: Class 27 contains 43097 members 
Mstep: Class 28 contains 713 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 766 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958420.000000 Penalty: 69531.039062
Iteration 174Q: 33 clusters Score -6.595842e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10746 members 
Mstep: Class 4 contains 13933 members 
Mstep: Class 5 contains 37974 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21163 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 127972 members 
Mstep: Class 10 contains 24521 members 
Mstep: Class 11 contains 4023 members 
Mstep: Class 12 contains 6050 members 
Mstep: Class 13 contains 31719 members 
Mstep: Class 14 contains 10439 members 
Mstep: Class 15 contains 13313 members 
Mstep: Class 16 contains 31459 members 
Mstep: Class 17 contains 6165 members 
Mstep: Class 18 contains 18552 members 
Mstep: Class 19 contains 5218 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4314 members 
Mstep: Class 22 contains 174173 members 
Mstep: Class 23 contains 2377 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 18759 members 
Mstep: Class 26 contains 17981 members 
Mstep: Class 27 contains 43078 members 
Mstep: Class 28 contains 713 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958392.000000 Penalty: 69531.039062
Iteration 175Q: 33 clusters Score -6.595839e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10760 members 
Mstep: Class 4 contains 13932 members 
Mstep: Class 5 contains 37975 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21163 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 127966 members 
Mstep: Class 10 contains 24524 members 
Mstep: Class 11 contains 4028 members 
Mstep: Class 12 contains 6027 members 
Mstep: Class 13 contains 31701 members 
Mstep: Class 14 contains 10439 members 
Mstep: Class 15 contains 13302 members 
Mstep: Class 16 contains 31454 members 
Mstep: Class 17 contains 6163 members 
Mstep: Class 18 contains 18546 members 
Mstep: Class 19 contains 5221 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4331 members 
Mstep: Class 22 contains 174174 members 
Mstep: Class 23 contains 2381 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 18757 members 
Mstep: Class 26 contains 17978 members 
Mstep: Class 27 contains 43070 members 
Mstep: Class 28 contains 713 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 790 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958432.000000 Penalty: 69531.039062
Iteration 176Q: 33 clusters Score -6.595843e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 13928 members 
Mstep: Class 5 contains 37985 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21165 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 127963 members 
Mstep: Class 10 contains 24522 members 
Mstep: Class 11 contains 4034 members 
Mstep: Class 12 contains 6020 members 
Mstep: Class 13 contains 31682 members 
Mstep: Class 14 contains 10438 members 
Mstep: Class 15 contains 13291 members 
Mstep: Class 16 contains 31450 members 
Mstep: Class 17 contains 6161 members 
Mstep: Class 18 contains 18543 members 
Mstep: Class 19 contains 5220 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4348 members 
Mstep: Class 22 contains 174168 members 
Mstep: Class 23 contains 2385 members 
Mstep: Class 24 contains 3967 members 
Mstep: Class 25 contains 18754 members 
Mstep: Class 26 contains 17974 members 
Mstep: Class 27 contains 43052 members 
Mstep: Class 28 contains 713 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 807 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958336.000000 Penalty: 69531.039062
Iteration 177Q: 33 clusters Score -6.595834e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 13926 members 
Mstep: Class 5 contains 37994 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21164 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 127960 members 
Mstep: Class 10 contains 24526 members 
Mstep: Class 11 contains 4036 members 
Mstep: Class 12 contains 6020 members 
Mstep: Class 13 contains 31661 members 
Mstep: Class 14 contains 10438 members 
Mstep: Class 15 contains 13280 members 
Mstep: Class 16 contains 31444 members 
Mstep: Class 17 contains 6157 members 
Mstep: Class 18 contains 18540 members 
Mstep: Class 19 contains 5221 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4365 members 
Mstep: Class 22 contains 174163 members 
Mstep: Class 23 contains 2390 members 
Mstep: Class 24 contains 3985 members 
Mstep: Class 25 contains 18755 members 
Mstep: Class 26 contains 17972 members 
Mstep: Class 27 contains 43040 members 
Mstep: Class 28 contains 713 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 824 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958488.000000 Penalty: 69531.039062
Iteration 178Q: 33 clusters Score -6.595849e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10770 members 
Mstep: Class 4 contains 13925 members 
Mstep: Class 5 contains 38012 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21162 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 127958 members 
Mstep: Class 10 contains 24529 members 
Mstep: Class 11 contains 4038 members 
Mstep: Class 12 contains 6040 members 
Mstep: Class 13 contains 31643 members 
Mstep: Class 14 contains 10438 members 
Mstep: Class 15 contains 13265 members 
Mstep: Class 16 contains 31435 members 
Mstep: Class 17 contains 6153 members 
Mstep: Class 18 contains 18532 members 
Mstep: Class 19 contains 5220 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4377 members 
Mstep: Class 22 contains 174155 members 
Mstep: Class 23 contains 2394 members 
Mstep: Class 24 contains 4000 members 
Mstep: Class 25 contains 18755 members 
Mstep: Class 26 contains 17971 members 
Mstep: Class 27 contains 43023 members 
Mstep: Class 28 contains 713 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 839 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958524.000000 Penalty: 69531.039062
Iteration 179Q: 33 clusters Score -6.595852e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10769 members 
Mstep: Class 4 contains 13922 members 
Mstep: Class 5 contains 38030 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21161 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 127953 members 
Mstep: Class 10 contains 24534 members 
Mstep: Class 11 contains 4038 members 
Mstep: Class 12 contains 6052 members 
Mstep: Class 13 contains 31630 members 
Mstep: Class 14 contains 10437 members 
Mstep: Class 15 contains 13256 members 
Mstep: Class 16 contains 31427 members 
Mstep: Class 17 contains 6152 members 
Mstep: Class 18 contains 18529 members 
Mstep: Class 19 contains 5217 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4386 members 
Mstep: Class 22 contains 174153 members 
Mstep: Class 23 contains 2396 members 
Mstep: Class 24 contains 4017 members 
Mstep: Class 25 contains 18754 members 
Mstep: Class 26 contains 17969 members 
Mstep: Class 27 contains 43002 members 
Mstep: Class 28 contains 713 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 851 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958540.000000 Penalty: 69531.039062
Iteration 180F: 33 clusters Score -6.595854e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10776 members 
Mstep: Class 4 contains 13918 members 
Mstep: Class 5 contains 38042 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21164 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127947 members 
Mstep: Class 10 contains 24537 members 
Mstep: Class 11 contains 4041 members 
Mstep: Class 12 contains 6067 members 
Mstep: Class 13 contains 31626 members 
Mstep: Class 14 contains 10436 members 
Mstep: Class 15 contains 13237 members 
Mstep: Class 16 contains 31417 members 
Mstep: Class 17 contains 6150 members 
Mstep: Class 18 contains 18524 members 
Mstep: Class 19 contains 5217 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4392 members 
Mstep: Class 22 contains 174149 members 
Mstep: Class 23 contains 2398 members 
Mstep: Class 24 contains 4024 members 
Mstep: Class 25 contains 18751 members 
Mstep: Class 26 contains 17966 members 
Mstep: Class 27 contains 42993 members 
Mstep: Class 28 contains 714 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 864 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958520.000000 Penalty: 69531.039062
Iteration 181Q: 33 clusters Score -6.595852e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10786 members 
Mstep: Class 4 contains 13912 members 
Mstep: Class 5 contains 38054 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21162 members 
Mstep: Class 8 contains 2212 members 
Mstep: Class 9 contains 127946 members 
Mstep: Class 10 contains 24544 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 6089 members 
Mstep: Class 13 contains 31618 members 
Mstep: Class 14 contains 10433 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 31410 members 
Mstep: Class 17 contains 6146 members 
Mstep: Class 18 contains 18515 members 
Mstep: Class 19 contains 5216 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4398 members 
Mstep: Class 22 contains 174140 members 
Mstep: Class 23 contains 2399 members 
Mstep: Class 24 contains 4034 members 
Mstep: Class 25 contains 18748 members 
Mstep: Class 26 contains 17968 members 
Mstep: Class 27 contains 42963 members 
Mstep: Class 28 contains 715 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 882 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958588.000000 Penalty: 69531.039062
Iteration 182Q: 33 clusters Score -6.595859e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 13906 members 
Mstep: Class 5 contains 38065 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21160 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 127942 members 
Mstep: Class 10 contains 24546 members 
Mstep: Class 11 contains 4052 members 
Mstep: Class 12 contains 6124 members 
Mstep: Class 13 contains 31610 members 
Mstep: Class 14 contains 10430 members 
Mstep: Class 15 contains 13222 members 
Mstep: Class 16 contains 31409 members 
Mstep: Class 17 contains 6144 members 
Mstep: Class 18 contains 18505 members 
Mstep: Class 19 contains 5214 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4406 members 
Mstep: Class 22 contains 174131 members 
Mstep: Class 23 contains 2401 members 
Mstep: Class 24 contains 4045 members 
Mstep: Class 25 contains 18750 members 
Mstep: Class 26 contains 17964 members 
Mstep: Class 27 contains 42918 members 
Mstep: Class 28 contains 716 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 897 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958648.000000 Penalty: 69531.039062
Iteration 183Q: 33 clusters Score -6.595865e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10802 members 
Mstep: Class 4 contains 13904 members 
Mstep: Class 5 contains 38068 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21161 members 
Mstep: Class 8 contains 2212 members 
Mstep: Class 9 contains 127941 members 
Mstep: Class 10 contains 24547 members 
Mstep: Class 11 contains 4059 members 
Mstep: Class 12 contains 6155 members 
Mstep: Class 13 contains 31603 members 
Mstep: Class 14 contains 10428 members 
Mstep: Class 15 contains 13213 members 
Mstep: Class 16 contains 31407 members 
Mstep: Class 17 contains 6142 members 
Mstep: Class 18 contains 18502 members 
Mstep: Class 19 contains 5208 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4412 members 
Mstep: Class 22 contains 174126 members 
Mstep: Class 23 contains 2405 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 18750 members 
Mstep: Class 26 contains 17962 members 
Mstep: Class 27 contains 42880 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958688.000000 Penalty: 69531.039062
Iteration 184Q: 33 clusters Score -6.595869e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10816 members 
Mstep: Class 4 contains 13902 members 
Mstep: Class 5 contains 38079 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21158 members 
Mstep: Class 8 contains 2212 members 
Mstep: Class 9 contains 127936 members 
Mstep: Class 10 contains 24548 members 
Mstep: Class 11 contains 4064 members 
Mstep: Class 12 contains 6186 members 
Mstep: Class 13 contains 31603 members 
Mstep: Class 14 contains 10426 members 
Mstep: Class 15 contains 13203 members 
Mstep: Class 16 contains 31404 members 
Mstep: Class 17 contains 6139 members 
Mstep: Class 18 contains 18492 members 
Mstep: Class 19 contains 5206 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4412 members 
Mstep: Class 22 contains 174119 members 
Mstep: Class 23 contains 2406 members 
Mstep: Class 24 contains 4060 members 
Mstep: Class 25 contains 18750 members 
Mstep: Class 26 contains 17960 members 
Mstep: Class 27 contains 42851 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 918 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958864.000000 Penalty: 69531.039062
Iteration 185Q: 33 clusters Score -6.595886e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10826 members 
Mstep: Class 4 contains 13900 members 
Mstep: Class 5 contains 38084 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21157 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 127928 members 
Mstep: Class 10 contains 24550 members 
Mstep: Class 11 contains 4071 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 31608 members 
Mstep: Class 14 contains 10425 members 
Mstep: Class 15 contains 13198 members 
Mstep: Class 16 contains 31403 members 
Mstep: Class 17 contains 6137 members 
Mstep: Class 18 contains 18482 members 
Mstep: Class 19 contains 5206 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4412 members 
Mstep: Class 22 contains 174117 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 4067 members 
Mstep: Class 25 contains 18748 members 
Mstep: Class 26 contains 17959 members 
Mstep: Class 27 contains 42821 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 928 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958868.000000 Penalty: 69531.039062
Iteration 186Q: 33 clusters Score -6.595887e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10839 members 
Mstep: Class 4 contains 13896 members 
Mstep: Class 5 contains 38090 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21156 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 127928 members 
Mstep: Class 10 contains 24546 members 
Mstep: Class 11 contains 4081 members 
Mstep: Class 12 contains 6233 members 
Mstep: Class 13 contains 31610 members 
Mstep: Class 14 contains 10425 members 
Mstep: Class 15 contains 13199 members 
Mstep: Class 16 contains 31403 members 
Mstep: Class 17 contains 6131 members 
Mstep: Class 18 contains 18476 members 
Mstep: Class 19 contains 5202 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4412 members 
Mstep: Class 22 contains 174110 members 
Mstep: Class 23 contains 2408 members 
Mstep: Class 24 contains 4075 members 
Mstep: Class 25 contains 18748 members 
Mstep: Class 26 contains 17958 members 
Mstep: Class 27 contains 42778 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 935 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958868.000000 Penalty: 69531.039062
Iteration 187Q: 33 clusters Score -6.595887e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10848 members 
Mstep: Class 4 contains 13894 members 
Mstep: Class 5 contains 38097 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21155 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 127929 members 
Mstep: Class 10 contains 24546 members 
Mstep: Class 11 contains 4090 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 31610 members 
Mstep: Class 14 contains 10425 members 
Mstep: Class 15 contains 13197 members 
Mstep: Class 16 contains 31399 members 
Mstep: Class 17 contains 6128 members 
Mstep: Class 18 contains 18474 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4412 members 
Mstep: Class 22 contains 174104 members 
Mstep: Class 23 contains 2408 members 
Mstep: Class 24 contains 4078 members 
Mstep: Class 25 contains 18748 members 
Mstep: Class 26 contains 17956 members 
Mstep: Class 27 contains 42739 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 943 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958812.000000 Penalty: 69531.039062
Iteration 188Q: 33 clusters Score -6.595881e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10860 members 
Mstep: Class 4 contains 13892 members 
Mstep: Class 5 contains 38112 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21154 members 
Mstep: Class 8 contains 2212 members 
Mstep: Class 9 contains 127929 members 
Mstep: Class 10 contains 24547 members 
Mstep: Class 11 contains 4099 members 
Mstep: Class 12 contains 6280 members 
Mstep: Class 13 contains 31610 members 
Mstep: Class 14 contains 10425 members 
Mstep: Class 15 contains 13188 members 
Mstep: Class 16 contains 31394 members 
Mstep: Class 17 contains 6122 members 
Mstep: Class 18 contains 18467 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4412 members 
Mstep: Class 22 contains 174094 members 
Mstep: Class 23 contains 2408 members 
Mstep: Class 24 contains 4085 members 
Mstep: Class 25 contains 18746 members 
Mstep: Class 26 contains 17951 members 
Mstep: Class 27 contains 42713 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 953 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958924.000000 Penalty: 69531.039062
Iteration 189Q: 33 clusters Score -6.595892e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10874 members 
Mstep: Class 4 contains 13887 members 
Mstep: Class 5 contains 38117 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21153 members 
Mstep: Class 8 contains 2212 members 
Mstep: Class 9 contains 127925 members 
Mstep: Class 10 contains 24549 members 
Mstep: Class 11 contains 4106 members 
Mstep: Class 12 contains 6299 members 
Mstep: Class 13 contains 31608 members 
Mstep: Class 14 contains 10424 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 31395 members 
Mstep: Class 17 contains 6117 members 
Mstep: Class 18 contains 18461 members 
Mstep: Class 19 contains 5204 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4412 members 
Mstep: Class 22 contains 174090 members 
Mstep: Class 23 contains 2408 members 
Mstep: Class 24 contains 4092 members 
Mstep: Class 25 contains 18744 members 
Mstep: Class 26 contains 17947 members 
Mstep: Class 27 contains 42682 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 961 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958984.000000 Penalty: 69531.039062
Iteration 190Q: 33 clusters Score -6.595898e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10884 members 
Mstep: Class 4 contains 13883 members 
Mstep: Class 5 contains 38123 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21151 members 
Mstep: Class 8 contains 2212 members 
Mstep: Class 9 contains 127925 members 
Mstep: Class 10 contains 24553 members 
Mstep: Class 11 contains 4113 members 
Mstep: Class 12 contains 6320 members 
Mstep: Class 13 contains 31607 members 
Mstep: Class 14 contains 10422 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 31393 members 
Mstep: Class 17 contains 6113 members 
Mstep: Class 18 contains 18452 members 
Mstep: Class 19 contains 5205 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4412 members 
Mstep: Class 22 contains 174088 members 
Mstep: Class 23 contains 2408 members 
Mstep: Class 24 contains 4101 members 
Mstep: Class 25 contains 18744 members 
Mstep: Class 26 contains 17948 members 
Mstep: Class 27 contains 42648 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 969 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959000.000000 Penalty: 69531.039062
Iteration 191Q: 33 clusters Score -6.5959e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10898 members 
Mstep: Class 4 contains 13879 members 
Mstep: Class 5 contains 38128 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21148 members 
Mstep: Class 8 contains 2212 members 
Mstep: Class 9 contains 127922 members 
Mstep: Class 10 contains 24553 members 
Mstep: Class 11 contains 4121 members 
Mstep: Class 12 contains 6338 members 
Mstep: Class 13 contains 31607 members 
Mstep: Class 14 contains 10422 members 
Mstep: Class 15 contains 13178 members 
Mstep: Class 16 contains 31390 members 
Mstep: Class 17 contains 6112 members 
Mstep: Class 18 contains 18445 members 
Mstep: Class 19 contains 5206 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4412 members 
Mstep: Class 22 contains 174082 members 
Mstep: Class 23 contains 2408 members 
Mstep: Class 24 contains 4106 members 
Mstep: Class 25 contains 18742 members 
Mstep: Class 26 contains 17950 members 
Mstep: Class 27 contains 42621 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 973 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959028.000000 Penalty: 69531.039062
Iteration 192Q: 33 clusters Score -6.595903e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10914 members 
Mstep: Class 4 contains 13874 members 
Mstep: Class 5 contains 38129 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21147 members 
Mstep: Class 8 contains 2212 members 
Mstep: Class 9 contains 127923 members 
Mstep: Class 10 contains 24552 members 
Mstep: Class 11 contains 4126 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 31606 members 
Mstep: Class 14 contains 10422 members 
Mstep: Class 15 contains 13173 members 
Mstep: Class 16 contains 31389 members 
Mstep: Class 17 contains 6112 members 
Mstep: Class 18 contains 18440 members 
Mstep: Class 19 contains 5207 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4413 members 
Mstep: Class 22 contains 174077 members 
Mstep: Class 23 contains 2408 members 
Mstep: Class 24 contains 4110 members 
Mstep: Class 25 contains 18742 members 
Mstep: Class 26 contains 17950 members 
Mstep: Class 27 contains 42602 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 981 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959076.000000 Penalty: 69531.039062
Iteration 193Q: 33 clusters Score -6.595908e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10926 members 
Mstep: Class 4 contains 13867 members 
Mstep: Class 5 contains 38121 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21148 members 
Mstep: Class 8 contains 2212 members 
Mstep: Class 9 contains 127927 members 
Mstep: Class 10 contains 24550 members 
Mstep: Class 11 contains 4130 members 
Mstep: Class 12 contains 6362 members 
Mstep: Class 13 contains 31606 members 
Mstep: Class 14 contains 10419 members 
Mstep: Class 15 contains 13172 members 
Mstep: Class 16 contains 31390 members 
Mstep: Class 17 contains 6110 members 
Mstep: Class 18 contains 18435 members 
Mstep: Class 19 contains 5207 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4414 members 
Mstep: Class 22 contains 174072 members 
Mstep: Class 23 contains 2409 members 
Mstep: Class 24 contains 4112 members 
Mstep: Class 25 contains 18742 members 
Mstep: Class 26 contains 17950 members 
Mstep: Class 27 contains 42587 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 984 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959092.000000 Penalty: 69531.039062
Iteration 194Q: 33 clusters Score -6.595909e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10933 members 
Mstep: Class 4 contains 13858 members 
Mstep: Class 5 contains 38112 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21150 members 
Mstep: Class 8 contains 2212 members 
Mstep: Class 9 contains 127928 members 
Mstep: Class 10 contains 24546 members 
Mstep: Class 11 contains 4134 members 
Mstep: Class 12 contains 6374 members 
Mstep: Class 13 contains 31604 members 
Mstep: Class 14 contains 10418 members 
Mstep: Class 15 contains 13173 members 
Mstep: Class 16 contains 31390 members 
Mstep: Class 17 contains 6109 members 
Mstep: Class 18 contains 18428 members 
Mstep: Class 19 contains 5208 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4415 members 
Mstep: Class 22 contains 174070 members 
Mstep: Class 23 contains 2411 members 
Mstep: Class 24 contains 4112 members 
Mstep: Class 25 contains 18741 members 
Mstep: Class 26 contains 17950 members 
Mstep: Class 27 contains 42587 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 989 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959208.000000 Penalty: 69531.039062
Iteration 195Q: 33 clusters Score -6.595921e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10939 members 
Mstep: Class 4 contains 13852 members 
Mstep: Class 5 contains 38110 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21149 members 
Mstep: Class 8 contains 2212 members 
Mstep: Class 9 contains 127928 members 
Mstep: Class 10 contains 24546 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6388 members 
Mstep: Class 13 contains 31600 members 
Mstep: Class 14 contains 10416 members 
Mstep: Class 15 contains 13175 members 
Mstep: Class 16 contains 31389 members 
Mstep: Class 17 contains 6107 members 
Mstep: Class 18 contains 18428 members 
Mstep: Class 19 contains 5207 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4417 members 
Mstep: Class 22 contains 174070 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4111 members 
Mstep: Class 25 contains 18740 members 
Mstep: Class 26 contains 17951 members 
Mstep: Class 27 contains 42575 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 994 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959132.000000 Penalty: 69531.039062
Iteration 196Q: 33 clusters Score -6.595913e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10941 members 
Mstep: Class 4 contains 13847 members 
Mstep: Class 5 contains 38115 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21149 members 
Mstep: Class 8 contains 2212 members 
Mstep: Class 9 contains 127927 members 
Mstep: Class 10 contains 24540 members 
Mstep: Class 11 contains 4138 members 
Mstep: Class 12 contains 6397 members 
Mstep: Class 13 contains 31599 members 
Mstep: Class 14 contains 10416 members 
Mstep: Class 15 contains 13175 members 
Mstep: Class 16 contains 31387 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 18427 members 
Mstep: Class 19 contains 5207 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174067 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4111 members 
Mstep: Class 25 contains 18739 members 
Mstep: Class 26 contains 17955 members 
Mstep: Class 27 contains 42568 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 998 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959096.000000 Penalty: 69531.039062
Iteration 197Q: 33 clusters Score -6.59591e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10941 members 
Mstep: Class 4 contains 13842 members 
Mstep: Class 5 contains 38114 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21148 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127928 members 
Mstep: Class 10 contains 24540 members 
Mstep: Class 11 contains 4136 members 
Mstep: Class 12 contains 6414 members 
Mstep: Class 13 contains 31598 members 
Mstep: Class 14 contains 10416 members 
Mstep: Class 15 contains 13174 members 
Mstep: Class 16 contains 31383 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 18429 members 
Mstep: Class 19 contains 5207 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174064 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4112 members 
Mstep: Class 25 contains 18739 members 
Mstep: Class 26 contains 17958 members 
Mstep: Class 27 contains 42561 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1000 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959144.000000 Penalty: 69531.039062
Iteration 198Q: 33 clusters Score -6.595914e+07 nChanged 70
Entering ConstructFrom: 
Score: -65959144.000000 Penalty: 69531.039062
Entering ConstructFrom: 
Trying to split cluster 1 (2122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Entering Unmasked Estep 
Score: -207110.859375 Penalty: 1244.768555
	Iteration 0F: 2 clusters Score -207110.9 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 1123 members 
Entering Unmasked Estep 
Score: -204962.687500 Penalty: 2489.537109
	Iteration 0F: 3 clusters Score -204962.7 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -205483.406250 Penalty: 2489.537109
	Iteration 1F: 3 clusters Score -205483.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -205687.390625 Penalty: 2489.537109
	Iteration 2F: 3 clusters Score -205687.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -205889.671875 Penalty: 2489.537109
	Iteration 3F: 3 clusters Score -205889.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -206077.937500 Penalty: 2489.537109
	Iteration 4F: 3 clusters Score -206077.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -206221.984375 Penalty: 2489.537109
	Iteration 5F: 3 clusters Score -206222 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -206309.156250 Penalty: 2489.537109
	Iteration 6Q: 3 clusters Score -206309.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -206360.593750 Penalty: 2489.537109
	Iteration 7Q: 3 clusters Score -206360.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -206390.203125 Penalty: 2489.537109
	Iteration 8Q: 3 clusters Score -206390.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -206408.921875 Penalty: 2489.537109
	Iteration 9Q: 3 clusters Score -206408.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -206418.640625 Penalty: 2489.537109
	Iteration 10Q: 3 clusters Score -206418.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -206425.250000 Penalty: 2489.537109
	Iteration 11Q: 3 clusters Score -206425.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -206430.734375 Penalty: 2489.537109
	Iteration 12Q: 3 clusters Score -206430.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -206432.375000 Penalty: 2489.537109
	Iteration 13Q: 3 clusters Score -206432.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -206433.328125 Penalty: 2489.537109
	Iteration 14Q: 3 clusters Score -206433.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -206433.906250 Penalty: 2489.537109
	Iteration 15Q: 3 clusters Score -206433.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -206433.906250 Penalty: 2489.537109
	Iteration 16F: 3 clusters Score -206433.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -77418.679688 Penalty: 1085.026123
	Iteration 0F: 2 clusters Score -77418.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -76192.718750 Penalty: 2170.052246
	Iteration 0F: 3 clusters Score -76192.72 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -76418.429688 Penalty: 2170.052246
	Iteration 1F: 3 clusters Score -76418.43 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -76470.960938 Penalty: 2170.052246
	Iteration 2F: 3 clusters Score -76470.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -76499.679688 Penalty: 2170.052246
	Iteration 3Q: 3 clusters Score -76499.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -76518.437500 Penalty: 2170.052246
	Iteration 4Q: 3 clusters Score -76518.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -76526.187500 Penalty: 2170.052246
	Iteration 5Q: 3 clusters Score -76526.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -76533.914062 Penalty: 2170.052246
	Iteration 6Q: 3 clusters Score -76533.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -76538.710938 Penalty: 2170.052246
	Iteration 7Q: 3 clusters Score -76538.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -76543.046875 Penalty: 2170.052246
	Iteration 8Q: 3 clusters Score -76543.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -76550.500000 Penalty: 2170.052246
	Iteration 9Q: 3 clusters Score -76550.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -76552.546875 Penalty: 2170.052246
	Iteration 10Q: 3 clusters Score -76552.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -76559.046875 Penalty: 2170.052246
	Iteration 11Q: 3 clusters Score -76559.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -76563.968750 Penalty: 2170.052246
	Iteration 12Q: 3 clusters Score -76563.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -76568.078125 Penalty: 2170.052246
	Iteration 13Q: 3 clusters Score -76568.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -76569.078125 Penalty: 2170.052246
	Iteration 14Q: 3 clusters Score -76569.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -76569.695312 Penalty: 2170.052246
	Iteration 15Q: 3 clusters Score -76569.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -76571.132812 Penalty: 2170.052246
	Iteration 16Q: 3 clusters Score -76571.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -76571.132812 Penalty: 2170.052246
	Iteration 17F: 3 clusters Score -76571.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Entering Unmasked Estep 
Score: -1152701.250000 Penalty: 1511.368530
	Iteration 0F: 2 clusters Score -1152701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1144919.875000 Penalty: 3022.737061
	Iteration 0F: 3 clusters Score -1144920 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1147840.375000 Penalty: 3022.737061
	Iteration 1F: 3 clusters Score -1147840 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1148349.000000 Penalty: 3022.737061
	Iteration 2F: 3 clusters Score -1148349 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1148810.250000 Penalty: 3022.737061
	Iteration 3F: 3 clusters Score -1148810 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1149262.500000 Penalty: 3022.737061
	Iteration 4F: 3 clusters Score -1149262 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1149682.750000 Penalty: 3022.737061
	Iteration 5F: 3 clusters Score -1149683 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1150047.625000 Penalty: 3022.737061
	Iteration 6F: 3 clusters Score -1150048 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1150302.750000 Penalty: 3022.737061
	Iteration 7Q: 3 clusters Score -1150303 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1150494.500000 Penalty: 3022.737061
	Iteration 8Q: 3 clusters Score -1150494 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1150631.000000 Penalty: 3022.737061
	Iteration 9Q: 3 clusters Score -1150631 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1150721.625000 Penalty: 3022.737061
	Iteration 10Q: 3 clusters Score -1150722 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1150800.875000 Penalty: 3022.737061
	Iteration 11Q: 3 clusters Score -1150801 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1150867.125000 Penalty: 3022.737061
	Iteration 12Q: 3 clusters Score -1150867 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1150920.375000 Penalty: 3022.737061
	Iteration 13Q: 3 clusters Score -1150920 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1150960.000000 Penalty: 3022.737061
	Iteration 14Q: 3 clusters Score -1150960 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1150995.125000 Penalty: 3022.737061
	Iteration 15Q: 3 clusters Score -1150995 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1151025.000000 Penalty: 3022.737061
	Iteration 16Q: 3 clusters Score -1151025 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1151056.250000 Penalty: 3022.737061
	Iteration 17Q: 3 clusters Score -1151056 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1151096.375000 Penalty: 3022.737061
	Iteration 18Q: 3 clusters Score -1151096 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1151130.500000 Penalty: 3022.737061
	Iteration 19Q: 3 clusters Score -1151130 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1151153.250000 Penalty: 3022.737061
	Iteration 20F: 3 clusters Score -1151153 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1151176.125000 Penalty: 3022.737061
	Iteration 21Q: 3 clusters Score -1151176 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1151194.000000 Penalty: 3022.737061
	Iteration 22Q: 3 clusters Score -1151194 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1151217.500000 Penalty: 3022.737061
	Iteration 23Q: 3 clusters Score -1151218 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1151243.500000 Penalty: 3022.737061
	Iteration 24Q: 3 clusters Score -1151244 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1151266.250000 Penalty: 3022.737061
	Iteration 25Q: 3 clusters Score -1151266 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1151294.875000 Penalty: 3022.737061
	Iteration 26Q: 3 clusters Score -1151295 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1151322.500000 Penalty: 3022.737061
	Iteration 27Q: 3 clusters Score -1151322 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1151354.000000 Penalty: 3022.737061
	Iteration 28Q: 3 clusters Score -1151354 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1151381.375000 Penalty: 3022.737061
	Iteration 29Q: 3 clusters Score -1151381 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1151408.750000 Penalty: 3022.737061
	Iteration 30Q: 3 clusters Score -1151409 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1151441.375000 Penalty: 3022.737061
	Iteration 31Q: 3 clusters Score -1151441 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1151472.125000 Penalty: 3022.737061
	Iteration 32Q: 3 clusters Score -1151472 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1151502.875000 Penalty: 3022.737061
	Iteration 33Q: 3 clusters Score -1151503 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1151529.000000 Penalty: 3022.737061
	Iteration 34Q: 3 clusters Score -1151529 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1151548.625000 Penalty: 3022.737061
	Iteration 35Q: 3 clusters Score -1151549 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1151570.375000 Penalty: 3022.737061
	Iteration 36Q: 3 clusters Score -1151570 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1151593.125000 Penalty: 3022.737061
	Iteration 37Q: 3 clusters Score -1151593 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1151612.375000 Penalty: 3022.737061
	Iteration 38Q: 3 clusters Score -1151612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1151629.375000 Penalty: 3022.737061
	Iteration 39Q: 3 clusters Score -1151629 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1151642.375000 Penalty: 3022.737061
	Iteration 40F: 3 clusters Score -1151642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1151655.375000 Penalty: 3022.737061
	Iteration 41Q: 3 clusters Score -1151655 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1151673.375000 Penalty: 3022.737061
	Iteration 42Q: 3 clusters Score -1151673 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1151691.625000 Penalty: 3022.737061
	Iteration 43Q: 3 clusters Score -1151692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1151703.750000 Penalty: 3022.737061
	Iteration 44Q: 3 clusters Score -1151704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1151713.000000 Penalty: 3022.737061
	Iteration 45Q: 3 clusters Score -1151713 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1151726.750000 Penalty: 3022.737061
	Iteration 46Q: 3 clusters Score -1151727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1151741.625000 Penalty: 3022.737061
	Iteration 47Q: 3 clusters Score -1151742 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1151776.875000 Penalty: 3022.737061
	Iteration 48Q: 3 clusters Score -1151777 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1151814.000000 Penalty: 3022.737061
	Iteration 49Q: 3 clusters Score -1151814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1151825.750000 Penalty: 3022.737061
	Iteration 50Q: 3 clusters Score -1151826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1151834.375000 Penalty: 3022.737061
	Iteration 51Q: 3 clusters Score -1151834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1151846.500000 Penalty: 3022.737061
	Iteration 52Q: 3 clusters Score -1151846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1151849.625000 Penalty: 3022.737061
	Iteration 53Q: 3 clusters Score -1151850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1151854.750000 Penalty: 3022.737061
	Iteration 54Q: 3 clusters Score -1151855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1151856.375000 Penalty: 3022.737061
	Iteration 55Q: 3 clusters Score -1151856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1151859.000000 Penalty: 3022.737061
	Iteration 56Q: 3 clusters Score -1151859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1151859.500000 Penalty: 3022.737061
	Iteration 57Q: 3 clusters Score -1151860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1151860.875000 Penalty: 3022.737061
	Iteration 58Q: 3 clusters Score -1151861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1151862.750000 Penalty: 3022.737061
	Iteration 59Q: 3 clusters Score -1151863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1151863.000000 Penalty: 3022.737061
	Iteration 60F: 3 clusters Score -1151863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1151864.375000 Penalty: 3022.737061
	Iteration 61Q: 3 clusters Score -1151864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1151865.625000 Penalty: 3022.737061
	Iteration 62Q: 3 clusters Score -1151866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1151866.750000 Penalty: 3022.737061
	Iteration 63Q: 3 clusters Score -1151867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1151870.125000 Penalty: 3022.737061
	Iteration 64Q: 3 clusters Score -1151870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1151872.500000 Penalty: 3022.737061
	Iteration 65Q: 3 clusters Score -1151872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1151872.625000 Penalty: 3022.737061
	Iteration 66Q: 3 clusters Score -1151873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1151873.875000 Penalty: 3022.737061
	Iteration 67Q: 3 clusters Score -1151874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1151876.125000 Penalty: 3022.737061
	Iteration 68Q: 3 clusters Score -1151876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1151877.500000 Penalty: 3022.737061
	Iteration 69Q: 3 clusters Score -1151878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1151877.875000 Penalty: 3022.737061
	Iteration 70Q: 3 clusters Score -1151878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1151876.125000 Penalty: 3022.737061
	Iteration 71Q: 3 clusters Score -1151876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1151876.125000 Penalty: 3022.737061
	Iteration 72Q: 3 clusters Score -1151876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1151876.125000 Penalty: 3022.737061
	Iteration 73Q: 3 clusters Score -1151876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1151877.500000 Penalty: 3022.737061
	Iteration 74Q: 3 clusters Score -1151878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1151877.750000 Penalty: 3022.737061
	Iteration 75Q: 3 clusters Score -1151878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1151878.750000 Penalty: 3022.737061
	Iteration 76Q: 3 clusters Score -1151879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1151877.750000 Penalty: 3022.737061
	Iteration 77Q: 3 clusters Score -1151878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1151877.750000 Penalty: 3022.737061
	Iteration 78F: 3 clusters Score -1151878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Entering Unmasked Estep 
Score: -1458662.375000 Penalty: 1549.477417
	Iteration 0F: 2 clusters Score -1458662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1449043.125000 Penalty: 3098.954834
	Iteration 0F: 3 clusters Score -1449043 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1452288.000000 Penalty: 3098.954834
	Iteration 1F: 3 clusters Score -1452288 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1452578.375000 Penalty: 3098.954834
	Iteration 2F: 3 clusters Score -1452578 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1452842.875000 Penalty: 3098.954834
	Iteration 3Q: 3 clusters Score -1452843 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1453116.750000 Penalty: 3098.954834
	Iteration 4Q: 3 clusters Score -1453117 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1453440.875000 Penalty: 3098.954834
	Iteration 5Q: 3 clusters Score -1453441 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1453812.250000 Penalty: 3098.954834
	Iteration 6Q: 3 clusters Score -1453812 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1454254.625000 Penalty: 3098.954834
	Iteration 7F: 3 clusters Score -1454255 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1454776.750000 Penalty: 3098.954834
	Iteration 8F: 3 clusters Score -1454777 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1455308.625000 Penalty: 3098.954834
	Iteration 9Q: 3 clusters Score -1455309 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1455829.000000 Penalty: 3098.954834
	Iteration 10Q: 3 clusters Score -1455829 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1456239.375000 Penalty: 3098.954834
	Iteration 11Q: 3 clusters Score -1456239 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1456499.250000 Penalty: 3098.954834
	Iteration 12Q: 3 clusters Score -1456499 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1456685.750000 Penalty: 3098.954834
	Iteration 13Q: 3 clusters Score -1456686 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1456847.250000 Penalty: 3098.954834
	Iteration 14Q: 3 clusters Score -1456847 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1456947.500000 Penalty: 3098.954834
	Iteration 15Q: 3 clusters Score -1456948 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1457025.250000 Penalty: 3098.954834
	Iteration 16Q: 3 clusters Score -1457025 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1457075.125000 Penalty: 3098.954834
	Iteration 17Q: 3 clusters Score -1457075 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1457128.375000 Penalty: 3098.954834
	Iteration 18Q: 3 clusters Score -1457128 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1457182.125000 Penalty: 3098.954834
	Iteration 19Q: 3 clusters Score -1457182 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1457232.750000 Penalty: 3098.954834
	Iteration 20F: 3 clusters Score -1457233 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1457270.000000 Penalty: 3098.954834
	Iteration 21Q: 3 clusters Score -1457270 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1457299.125000 Penalty: 3098.954834
	Iteration 22Q: 3 clusters Score -1457299 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1457320.750000 Penalty: 3098.954834
	Iteration 23Q: 3 clusters Score -1457321 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1457341.875000 Penalty: 3098.954834
	Iteration 24Q: 3 clusters Score -1457342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1457348.625000 Penalty: 3098.954834
	Iteration 25Q: 3 clusters Score -1457349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1457358.500000 Penalty: 3098.954834
	Iteration 26Q: 3 clusters Score -1457358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1457361.250000 Penalty: 3098.954834
	Iteration 27Q: 3 clusters Score -1457361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1457365.250000 Penalty: 3098.954834
	Iteration 28Q: 3 clusters Score -1457365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1457366.500000 Penalty: 3098.954834
	Iteration 29Q: 3 clusters Score -1457366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1457368.625000 Penalty: 3098.954834
	Iteration 30Q: 3 clusters Score -1457369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1457370.000000 Penalty: 3098.954834
	Iteration 31Q: 3 clusters Score -1457370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1457370.875000 Penalty: 3098.954834
	Iteration 32Q: 3 clusters Score -1457371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1457370.625000 Penalty: 3098.954834
	Iteration 33Q: 3 clusters Score -1457371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1457370.375000 Penalty: 3098.954834
	Iteration 34Q: 3 clusters Score -1457370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1457370.875000 Penalty: 3098.954834
	Iteration 35Q: 3 clusters Score -1457371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1457370.375000 Penalty: 3098.954834
	Iteration 36Q: 3 clusters Score -1457370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1457375.125000 Penalty: 3098.954834
	Iteration 37Q: 3 clusters Score -1457375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1457375.125000 Penalty: 3098.954834
	Iteration 38Q: 3 clusters Score -1457375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1457377.625000 Penalty: 3098.954834
	Iteration 39Q: 3 clusters Score -1457378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1457378.375000 Penalty: 3098.954834
	Iteration 40F: 3 clusters Score -1457378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1457382.375000 Penalty: 3098.954834
	Iteration 41Q: 3 clusters Score -1457382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1457386.875000 Penalty: 3098.954834
	Iteration 42Q: 3 clusters Score -1457387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1457389.000000 Penalty: 3098.954834
	Iteration 43Q: 3 clusters Score -1457389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1457391.750000 Penalty: 3098.954834
	Iteration 44Q: 3 clusters Score -1457392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1457392.750000 Penalty: 3098.954834
	Iteration 45Q: 3 clusters Score -1457393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1457392.750000 Penalty: 3098.954834
	Iteration 46F: 3 clusters Score -1457393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Entering Unmasked Estep 
Score: -3731349.250000 Penalty: 1714.104736
	Iteration 0F: 2 clusters Score -3731349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -3705666.250000 Penalty: 3428.209473
	Iteration 0F: 3 clusters Score -3705666 nChanged 17758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -3715954.750000 Penalty: 3428.209473
	Iteration 1F: 3 clusters Score -3715955 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -3716791.500000 Penalty: 3428.209473
	Iteration 2F: 3 clusters Score -3716792 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -3717815.000000 Penalty: 3428.209473
	Iteration 3F: 3 clusters Score -3717815 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -3718886.750000 Penalty: 3428.209473
	Iteration 4F: 3 clusters Score -3718887 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -3719979.250000 Penalty: 3428.209473
	Iteration 5F: 3 clusters Score -3719979 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -3721003.750000 Penalty: 3428.209473
	Iteration 6F: 3 clusters Score -3721004 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -3722079.500000 Penalty: 3428.209473
	Iteration 7F: 3 clusters Score -3722080 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -3723247.750000 Penalty: 3428.209473
	Iteration 8F: 3 clusters Score -3723248 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -3724504.250000 Penalty: 3428.209473
	Iteration 9F: 3 clusters Score -3724504 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -3725862.750000 Penalty: 3428.209473
	Iteration 10Q: 3 clusters Score -3725863 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -3727118.750000 Penalty: 3428.209473
	Iteration 11Q: 3 clusters Score -3727119 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -3728090.250000 Penalty: 3428.209473
	Iteration 12Q: 3 clusters Score -3728090 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -3728817.500000 Penalty: 3428.209473
	Iteration 13Q: 3 clusters Score -3728818 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -3729349.500000 Penalty: 3428.209473
	Iteration 14Q: 3 clusters Score -3729350 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -3729803.500000 Penalty: 3428.209473
	Iteration 15Q: 3 clusters Score -3729804 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -3730112.500000 Penalty: 3428.209473
	Iteration 16Q: 3 clusters Score -3730112 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -3730337.750000 Penalty: 3428.209473
	Iteration 17Q: 3 clusters Score -3730338 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -3730528.500000 Penalty: 3428.209473
	Iteration 18Q: 3 clusters Score -3730528 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -3730676.750000 Penalty: 3428.209473
	Iteration 19Q: 3 clusters Score -3730677 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -3730792.750000 Penalty: 3428.209473
	Iteration 20F: 3 clusters Score -3730793 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -3730887.750000 Penalty: 3428.209473
	Iteration 21Q: 3 clusters Score -3730888 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -3730970.000000 Penalty: 3428.209473
	Iteration 22Q: 3 clusters Score -3730970 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -3731029.250000 Penalty: 3428.209473
	Iteration 23Q: 3 clusters Score -3731029 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -3731072.000000 Penalty: 3428.209473
	Iteration 24Q: 3 clusters Score -3731072 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -3731084.750000 Penalty: 3428.209473
	Iteration 25Q: 3 clusters Score -3731085 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -3731102.000000 Penalty: 3428.209473
	Iteration 26Q: 3 clusters Score -3731102 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -3731121.250000 Penalty: 3428.209473
	Iteration 27Q: 3 clusters Score -3731121 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -3731129.000000 Penalty: 3428.209473
	Iteration 28Q: 3 clusters Score -3731129 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -3731147.000000 Penalty: 3428.209473
	Iteration 29Q: 3 clusters Score -3731147 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -3731149.500000 Penalty: 3428.209473
	Iteration 30Q: 3 clusters Score -3731150 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -3731159.250000 Penalty: 3428.209473
	Iteration 31Q: 3 clusters Score -3731159 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -3731170.000000 Penalty: 3428.209473
	Iteration 32Q: 3 clusters Score -3731170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -3731167.000000 Penalty: 3428.209473
	Iteration 33Q: 3 clusters Score -3731167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -3731176.750000 Penalty: 3428.209473
	Iteration 34Q: 3 clusters Score -3731177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -3731180.750000 Penalty: 3428.209473
	Iteration 35Q: 3 clusters Score -3731181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -3731181.750000 Penalty: 3428.209473
	Iteration 36Q: 3 clusters Score -3731182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -3731182.500000 Penalty: 3428.209473
	Iteration 37Q: 3 clusters Score -3731182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -3731186.500000 Penalty: 3428.209473
	Iteration 38Q: 3 clusters Score -3731186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -3731187.250000 Penalty: 3428.209473
	Iteration 39Q: 3 clusters Score -3731187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -3731191.250000 Penalty: 3428.209473
	Iteration 40F: 3 clusters Score -3731191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -3731188.500000 Penalty: 3428.209473
	Iteration 41Q: 3 clusters Score -3731188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -3731191.750000 Penalty: 3428.209473
	Iteration 42Q: 3 clusters Score -3731192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -3731192.750000 Penalty: 3428.209473
	Iteration 43Q: 3 clusters Score -3731193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -3731199.500000 Penalty: 3428.209473
	Iteration 44Q: 3 clusters Score -3731200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -3731195.000000 Penalty: 3428.209473
	Iteration 45Q: 3 clusters Score -3731195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -3731199.000000 Penalty: 3428.209473
	Iteration 46Q: 3 clusters Score -3731199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -3731196.250000 Penalty: 3428.209473
	Iteration 47Q: 3 clusters Score -3731196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -3731194.750000 Penalty: 3428.209473
	Iteration 48Q: 3 clusters Score -3731195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -3731199.000000 Penalty: 3428.209473
	Iteration 49Q: 3 clusters Score -3731199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -3731199.250000 Penalty: 3428.209473
	Iteration 50Q: 3 clusters Score -3731199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -3731201.000000 Penalty: 3428.209473
	Iteration 51Q: 3 clusters Score -3731201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -3731204.250000 Penalty: 3428.209473
	Iteration 52Q: 3 clusters Score -3731204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -3731202.500000 Penalty: 3428.209473
	Iteration 53Q: 3 clusters Score -3731202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -3731201.000000 Penalty: 3428.209473
	Iteration 54Q: 3 clusters Score -3731201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -3731202.500000 Penalty: 3428.209473
	Iteration 55Q: 3 clusters Score -3731202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -3731204.250000 Penalty: 3428.209473
	Iteration 56Q: 3 clusters Score -3731204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -3731200.000000 Penalty: 3428.209473
	Iteration 57Q: 3 clusters Score -3731200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -3731203.750000 Penalty: 3428.209473
	Iteration 58Q: 3 clusters Score -3731204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -3731213.000000 Penalty: 3428.209473
	Iteration 59Q: 3 clusters Score -3731213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -3731207.000000 Penalty: 3428.209473
	Iteration 60F: 3 clusters Score -3731207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -3731216.250000 Penalty: 3428.209473
	Iteration 61Q: 3 clusters Score -3731216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -3731215.750000 Penalty: 3428.209473
	Iteration 62Q: 3 clusters Score -3731216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -3731214.500000 Penalty: 3428.209473
	Iteration 63Q: 3 clusters Score -3731214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -3731217.000000 Penalty: 3428.209473
	Iteration 64Q: 3 clusters Score -3731217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -3731219.500000 Penalty: 3428.209473
	Iteration 65Q: 3 clusters Score -3731220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -3731226.000000 Penalty: 3428.209473
	Iteration 66Q: 3 clusters Score -3731226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -3731221.500000 Penalty: 3428.209473
	Iteration 67Q: 3 clusters Score -3731222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -3731229.000000 Penalty: 3428.209473
	Iteration 68Q: 3 clusters Score -3731229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -3731225.250000 Penalty: 3428.209473
	Iteration 69Q: 3 clusters Score -3731225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -3731231.500000 Penalty: 3428.209473
	Iteration 70Q: 3 clusters Score -3731232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -3731235.500000 Penalty: 3428.209473
	Iteration 71Q: 3 clusters Score -3731236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -3731237.500000 Penalty: 3428.209473
	Iteration 72Q: 3 clusters Score -3731238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -3731236.250000 Penalty: 3428.209473
	Iteration 73Q: 3 clusters Score -3731236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -3731246.250000 Penalty: 3428.209473
	Iteration 74Q: 3 clusters Score -3731246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -3731253.750000 Penalty: 3428.209473
	Iteration 75Q: 3 clusters Score -3731254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -3731243.750000 Penalty: 3428.209473
	Iteration 76Q: 3 clusters Score -3731244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -3731241.250000 Penalty: 3428.209473
	Iteration 77Q: 3 clusters Score -3731241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -3731241.250000 Penalty: 3428.209473
	Iteration 78F: 3 clusters Score -3731241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Entering Unmasked Estep 
Score: -256713.609375 Penalty: 1268.918457
	Iteration 0F: 2 clusters Score -256713.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -254335.312500 Penalty: 2537.836914
	Iteration 0F: 3 clusters Score -254335.3 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -254890.500000 Penalty: 2537.836914
	Iteration 1F: 3 clusters Score -254890.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -254993.468750 Penalty: 2537.836914
	Iteration 2F: 3 clusters Score -254993.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -255047.796875 Penalty: 2537.836914
	Iteration 3Q: 3 clusters Score -255047.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -255078.218750 Penalty: 2537.836914
	Iteration 4Q: 3 clusters Score -255078.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -255109.625000 Penalty: 2537.836914
	Iteration 5Q: 3 clusters Score -255109.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -255133.046875 Penalty: 2537.836914
	Iteration 6Q: 3 clusters Score -255133 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -255151.562500 Penalty: 2537.836914
	Iteration 7Q: 3 clusters Score -255151.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -255169.062500 Penalty: 2537.836914
	Iteration 8Q: 3 clusters Score -255169.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -255181.937500 Penalty: 2537.836914
	Iteration 9Q: 3 clusters Score -255181.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -255194.125000 Penalty: 2537.836914
	Iteration 10Q: 3 clusters Score -255194.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -255217.421875 Penalty: 2537.836914
	Iteration 11Q: 3 clusters Score -255217.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -255247.468750 Penalty: 2537.836914
	Iteration 12Q: 3 clusters Score -255247.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -255289.359375 Penalty: 2537.836914
	Iteration 13Q: 3 clusters Score -255289.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -255342.921875 Penalty: 2537.836914
	Iteration 14Q: 3 clusters Score -255342.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -255411.000000 Penalty: 2537.836914
	Iteration 15Q: 3 clusters Score -255411 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -255500.906250 Penalty: 2537.836914
	Iteration 16Q: 3 clusters Score -255500.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -255583.140625 Penalty: 2537.836914
	Iteration 17Q: 3 clusters Score -255583.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -255658.515625 Penalty: 2537.836914
	Iteration 18Q: 3 clusters Score -255658.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -255717.812500 Penalty: 2537.836914
	Iteration 19Q: 3 clusters Score -255717.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -255762.546875 Penalty: 2537.836914
	Iteration 20F: 3 clusters Score -255762.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -255801.875000 Penalty: 2537.836914
	Iteration 21Q: 3 clusters Score -255801.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -255831.156250 Penalty: 2537.836914
	Iteration 22Q: 3 clusters Score -255831.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -255853.375000 Penalty: 2537.836914
	Iteration 23Q: 3 clusters Score -255853.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -255883.968750 Penalty: 2537.836914
	Iteration 24Q: 3 clusters Score -255884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -255904.562500 Penalty: 2537.836914
	Iteration 25Q: 3 clusters Score -255904.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -255914.421875 Penalty: 2537.836914
	Iteration 26Q: 3 clusters Score -255914.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -255921.671875 Penalty: 2537.836914
	Iteration 27Q: 3 clusters Score -255921.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -255930.812500 Penalty: 2537.836914
	Iteration 28Q: 3 clusters Score -255930.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -255937.078125 Penalty: 2537.836914
	Iteration 29Q: 3 clusters Score -255937.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -255939.937500 Penalty: 2537.836914
	Iteration 30Q: 3 clusters Score -255939.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -255939.937500 Penalty: 2537.836914
	Iteration 31F: 3 clusters Score -255939.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Entering Unmasked Estep 
Score: -2242231.250000 Penalty: 1618.378662
	Iteration 0F: 2 clusters Score -2242231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2227774.500000 Penalty: 3236.757324
	Iteration 0F: 3 clusters Score -2227774 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2233185.250000 Penalty: 3236.757324
	Iteration 1F: 3 clusters Score -2233185 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2233623.750000 Penalty: 3236.757324
	Iteration 2F: 3 clusters Score -2233624 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2234069.000000 Penalty: 3236.757324
	Iteration 3Q: 3 clusters Score -2234069 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2234548.500000 Penalty: 3236.757324
	Iteration 4Q: 3 clusters Score -2234548 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2235136.500000 Penalty: 3236.757324
	Iteration 5F: 3 clusters Score -2235136 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2235811.750000 Penalty: 3236.757324
	Iteration 6F: 3 clusters Score -2235812 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2236610.000000 Penalty: 3236.757324
	Iteration 7F: 3 clusters Score -2236610 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2237436.750000 Penalty: 3236.757324
	Iteration 8F: 3 clusters Score -2237437 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2238211.500000 Penalty: 3236.757324
	Iteration 9Q: 3 clusters Score -2238212 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2238814.250000 Penalty: 3236.757324
	Iteration 10Q: 3 clusters Score -2238814 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2239251.750000 Penalty: 3236.757324
	Iteration 11Q: 3 clusters Score -2239252 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2239570.250000 Penalty: 3236.757324
	Iteration 12Q: 3 clusters Score -2239570 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2239833.000000 Penalty: 3236.757324
	Iteration 13Q: 3 clusters Score -2239833 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2240022.250000 Penalty: 3236.757324
	Iteration 14Q: 3 clusters Score -2240022 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2240194.000000 Penalty: 3236.757324
	Iteration 15Q: 3 clusters Score -2240194 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2240346.750000 Penalty: 3236.757324
	Iteration 16Q: 3 clusters Score -2240347 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2240478.000000 Penalty: 3236.757324
	Iteration 17Q: 3 clusters Score -2240478 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2240590.250000 Penalty: 3236.757324
	Iteration 18Q: 3 clusters Score -2240590 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2240669.750000 Penalty: 3236.757324
	Iteration 19Q: 3 clusters Score -2240670 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2240732.500000 Penalty: 3236.757324
	Iteration 20F: 3 clusters Score -2240732 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2240797.500000 Penalty: 3236.757324
	Iteration 21Q: 3 clusters Score -2240798 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2240867.500000 Penalty: 3236.757324
	Iteration 22Q: 3 clusters Score -2240868 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2240935.000000 Penalty: 3236.757324
	Iteration 23Q: 3 clusters Score -2240935 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2240985.500000 Penalty: 3236.757324
	Iteration 24Q: 3 clusters Score -2240986 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2241038.500000 Penalty: 3236.757324
	Iteration 25Q: 3 clusters Score -2241038 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2241076.000000 Penalty: 3236.757324
	Iteration 26Q: 3 clusters Score -2241076 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2241102.500000 Penalty: 3236.757324
	Iteration 27Q: 3 clusters Score -2241102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2241125.000000 Penalty: 3236.757324
	Iteration 28Q: 3 clusters Score -2241125 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2241143.750000 Penalty: 3236.757324
	Iteration 29Q: 3 clusters Score -2241144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2241163.000000 Penalty: 3236.757324
	Iteration 30Q: 3 clusters Score -2241163 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2241178.750000 Penalty: 3236.757324
	Iteration 31Q: 3 clusters Score -2241179 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2241198.500000 Penalty: 3236.757324
	Iteration 32Q: 3 clusters Score -2241198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2241203.500000 Penalty: 3236.757324
	Iteration 33Q: 3 clusters Score -2241204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2241207.500000 Penalty: 3236.757324
	Iteration 34Q: 3 clusters Score -2241208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2241209.000000 Penalty: 3236.757324
	Iteration 35Q: 3 clusters Score -2241209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2241214.750000 Penalty: 3236.757324
	Iteration 36Q: 3 clusters Score -2241215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2241212.250000 Penalty: 3236.757324
	Iteration 37Q: 3 clusters Score -2241212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2241216.000000 Penalty: 3236.757324
	Iteration 38Q: 3 clusters Score -2241216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2241214.250000 Penalty: 3236.757324
	Iteration 39Q: 3 clusters Score -2241214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2241216.500000 Penalty: 3236.757324
	Iteration 40F: 3 clusters Score -2241216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2241227.250000 Penalty: 3236.757324
	Iteration 41Q: 3 clusters Score -2241227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2241229.000000 Penalty: 3236.757324
	Iteration 42Q: 3 clusters Score -2241229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2241235.500000 Penalty: 3236.757324
	Iteration 43Q: 3 clusters Score -2241236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2241237.000000 Penalty: 3236.757324
	Iteration 44Q: 3 clusters Score -2241237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2241240.250000 Penalty: 3236.757324
	Iteration 45Q: 3 clusters Score -2241240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2241235.500000 Penalty: 3236.757324
	Iteration 46Q: 3 clusters Score -2241236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2241238.500000 Penalty: 3236.757324
	Iteration 47Q: 3 clusters Score -2241238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2241237.500000 Penalty: 3236.757324
	Iteration 48Q: 3 clusters Score -2241238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2241239.500000 Penalty: 3236.757324
	Iteration 49Q: 3 clusters Score -2241240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2241243.750000 Penalty: 3236.757324
	Iteration 50Q: 3 clusters Score -2241244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2241247.750000 Penalty: 3236.757324
	Iteration 51Q: 3 clusters Score -2241248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2241252.500000 Penalty: 3236.757324
	Iteration 52Q: 3 clusters Score -2241252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2241256.250000 Penalty: 3236.757324
	Iteration 53Q: 3 clusters Score -2241256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2241264.500000 Penalty: 3236.757324
	Iteration 54Q: 3 clusters Score -2241264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2241276.750000 Penalty: 3236.757324
	Iteration 55Q: 3 clusters Score -2241277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2241289.500000 Penalty: 3236.757324
	Iteration 56Q: 3 clusters Score -2241290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2241299.750000 Penalty: 3236.757324
	Iteration 57Q: 3 clusters Score -2241300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2241302.000000 Penalty: 3236.757324
	Iteration 58Q: 3 clusters Score -2241302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2241306.500000 Penalty: 3236.757324
	Iteration 59Q: 3 clusters Score -2241306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2241309.750000 Penalty: 3236.757324
	Iteration 60F: 3 clusters Score -2241310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2241313.500000 Penalty: 3236.757324
	Iteration 61Q: 3 clusters Score -2241314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2241311.750000 Penalty: 3236.757324
	Iteration 62Q: 3 clusters Score -2241312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2241316.000000 Penalty: 3236.757324
	Iteration 63Q: 3 clusters Score -2241316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2241315.250000 Penalty: 3236.757324
	Iteration 64Q: 3 clusters Score -2241315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2241314.000000 Penalty: 3236.757324
	Iteration 65Q: 3 clusters Score -2241314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2241311.500000 Penalty: 3236.757324
	Iteration 66Q: 3 clusters Score -2241312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2241315.250000 Penalty: 3236.757324
	Iteration 67Q: 3 clusters Score -2241315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2241314.000000 Penalty: 3236.757324
	Iteration 68Q: 3 clusters Score -2241314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2241314.000000 Penalty: 3236.757324
	Iteration 69Q: 3 clusters Score -2241314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2241316.500000 Penalty: 3236.757324
	Iteration 70Q: 3 clusters Score -2241316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2241317.750000 Penalty: 3236.757324
	Iteration 71Q: 3 clusters Score -2241318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2241321.250000 Penalty: 3236.757324
	Iteration 72Q: 3 clusters Score -2241321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2241321.000000 Penalty: 3236.757324
	Iteration 73Q: 3 clusters Score -2241321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2241324.500000 Penalty: 3236.757324
	Iteration 74Q: 3 clusters Score -2241324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2241327.500000 Penalty: 3236.757324
	Iteration 75Q: 3 clusters Score -2241328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2241332.000000 Penalty: 3236.757324
	Iteration 76Q: 3 clusters Score -2241332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2241336.500000 Penalty: 3236.757324
	Iteration 77Q: 3 clusters Score -2241336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2241342.000000 Penalty: 3236.757324
	Iteration 78Q: 3 clusters Score -2241342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2241354.000000 Penalty: 3236.757324
	Iteration 79Q: 3 clusters Score -2241354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2241365.250000 Penalty: 3236.757324
	Iteration 80F: 3 clusters Score -2241365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2241366.500000 Penalty: 3236.757324
	Iteration 81Q: 3 clusters Score -2241366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2241374.250000 Penalty: 3236.757324
	Iteration 82Q: 3 clusters Score -2241374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2241382.500000 Penalty: 3236.757324
	Iteration 83Q: 3 clusters Score -2241382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2241393.000000 Penalty: 3236.757324
	Iteration 84Q: 3 clusters Score -2241393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2241408.500000 Penalty: 3236.757324
	Iteration 85Q: 3 clusters Score -2241408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2241422.250000 Penalty: 3236.757324
	Iteration 86Q: 3 clusters Score -2241422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2241433.000000 Penalty: 3236.757324
	Iteration 87Q: 3 clusters Score -2241433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2241443.250000 Penalty: 3236.757324
	Iteration 88Q: 3 clusters Score -2241443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2241449.000000 Penalty: 3236.757324
	Iteration 89Q: 3 clusters Score -2241449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2241451.500000 Penalty: 3236.757324
	Iteration 90Q: 3 clusters Score -2241452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2241455.000000 Penalty: 3236.757324
	Iteration 91Q: 3 clusters Score -2241455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2241459.750000 Penalty: 3236.757324
	Iteration 92Q: 3 clusters Score -2241460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2241465.500000 Penalty: 3236.757324
	Iteration 93Q: 3 clusters Score -2241466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2241471.250000 Penalty: 3236.757324
	Iteration 94Q: 3 clusters Score -2241471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2241474.500000 Penalty: 3236.757324
	Iteration 95Q: 3 clusters Score -2241474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2241483.250000 Penalty: 3236.757324
	Iteration 96Q: 3 clusters Score -2241483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2241492.000000 Penalty: 3236.757324
	Iteration 97Q: 3 clusters Score -2241492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2241496.000000 Penalty: 3236.757324
	Iteration 98Q: 3 clusters Score -2241496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2241504.250000 Penalty: 3236.757324
	Iteration 99Q: 3 clusters Score -2241504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2241508.500000 Penalty: 3236.757324
	Iteration 100F: 3 clusters Score -2241508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2241515.000000 Penalty: 3236.757324
	Iteration 101Q: 3 clusters Score -2241515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2241518.750000 Penalty: 3236.757324
	Iteration 102Q: 3 clusters Score -2241519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2241520.000000 Penalty: 3236.757324
	Iteration 103Q: 3 clusters Score -2241520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2241529.500000 Penalty: 3236.757324
	Iteration 104Q: 3 clusters Score -2241530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2241534.250000 Penalty: 3236.757324
	Iteration 105Q: 3 clusters Score -2241534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2241535.750000 Penalty: 3236.757324
	Iteration 106Q: 3 clusters Score -2241536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2241542.000000 Penalty: 3236.757324
	Iteration 107Q: 3 clusters Score -2241542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2241543.250000 Penalty: 3236.757324
	Iteration 108Q: 3 clusters Score -2241543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2241546.000000 Penalty: 3236.757324
	Iteration 109Q: 3 clusters Score -2241546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2241545.750000 Penalty: 3236.757324
	Iteration 110Q: 3 clusters Score -2241546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2241545.750000 Penalty: 3236.757324
	Iteration 111F: 3 clusters Score -2241546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Entering Unmasked Estep 
Score: -227290.796875 Penalty: 1251.444946
	Iteration 0F: 2 clusters Score -227290.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -225086.890625 Penalty: 2502.889893
	Iteration 0F: 3 clusters Score -225086.9 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -225659.062500 Penalty: 2502.889893
	Iteration 1F: 3 clusters Score -225659.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -225855.250000 Penalty: 2502.889893
	Iteration 2F: 3 clusters Score -225855.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -226024.578125 Penalty: 2502.889893
	Iteration 3F: 3 clusters Score -226024.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -226169.937500 Penalty: 2502.889893
	Iteration 4F: 3 clusters Score -226169.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -226293.765625 Penalty: 2502.889893
	Iteration 5F: 3 clusters Score -226293.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -226367.671875 Penalty: 2502.889893
	Iteration 6Q: 3 clusters Score -226367.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -226430.546875 Penalty: 2502.889893
	Iteration 7Q: 3 clusters Score -226430.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -226506.765625 Penalty: 2502.889893
	Iteration 8Q: 3 clusters Score -226506.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -226556.718750 Penalty: 2502.889893
	Iteration 9Q: 3 clusters Score -226556.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -226588.062500 Penalty: 2502.889893
	Iteration 10Q: 3 clusters Score -226588.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -226604.734375 Penalty: 2502.889893
	Iteration 11Q: 3 clusters Score -226604.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -226610.390625 Penalty: 2502.889893
	Iteration 12Q: 3 clusters Score -226610.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -226615.984375 Penalty: 2502.889893
	Iteration 13Q: 3 clusters Score -226616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -226621.921875 Penalty: 2502.889893
	Iteration 14Q: 3 clusters Score -226621.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -226627.609375 Penalty: 2502.889893
	Iteration 15Q: 3 clusters Score -226627.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -226629.609375 Penalty: 2502.889893
	Iteration 16Q: 3 clusters Score -226629.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -226631.812500 Penalty: 2502.889893
	Iteration 17Q: 3 clusters Score -226631.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -226634.453125 Penalty: 2502.889893
	Iteration 18Q: 3 clusters Score -226634.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -226635.500000 Penalty: 2502.889893
	Iteration 19Q: 3 clusters Score -226635.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -226635.500000 Penalty: 2502.889893
	Iteration 20F: 3 clusters Score -226635.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (127931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127931 members 
Entering Unmasked Estep 
Score: -13734988.000000 Penalty: 1910.877441
	Iteration 0F: 2 clusters Score -1.373499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64044 members 
Mstep: Class 2 contains 63887 members 
Entering Unmasked Estep 
Score: -13649773.000000 Penalty: 3821.754883
	Iteration 0F: 3 clusters Score -1.364977e+07 nChanged 61407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64627 members 
Mstep: Class 2 contains 63304 members 
Entering Unmasked Estep 
Score: -13685151.000000 Penalty: 3821.754883
	Iteration 1F: 3 clusters Score -1.368515e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64660 members 
Mstep: Class 2 contains 63271 members 
Entering Unmasked Estep 
Score: -13686035.000000 Penalty: 3821.754883
	Iteration 2Q: 3 clusters Score -1.368604e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64758 members 
Mstep: Class 2 contains 63173 members 
Entering Unmasked Estep 
Score: -13687177.000000 Penalty: 3821.754883
	Iteration 3Q: 3 clusters Score -1.368718e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64725 members 
Mstep: Class 2 contains 63206 members 
Entering Unmasked Estep 
Score: -13688565.000000 Penalty: 3821.754883
	Iteration 4Q: 3 clusters Score -1.368856e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64483 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -13690259.000000 Penalty: 3821.754883
	Iteration 5Q: 3 clusters Score -1.369026e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64136 members 
Mstep: Class 2 contains 63795 members 
Entering Unmasked Estep 
Score: -13692438.000000 Penalty: 3821.754883
	Iteration 6Q: 3 clusters Score -1.369244e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63611 members 
Mstep: Class 2 contains 64320 members 
Entering Unmasked Estep 
Score: -13694890.000000 Penalty: 3821.754883
	Iteration 7Q: 3 clusters Score -1.369489e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63004 members 
Mstep: Class 2 contains 64927 members 
Entering Unmasked Estep 
Score: -13697753.000000 Penalty: 3821.754883
	Iteration 8Q: 3 clusters Score -1.369775e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62399 members 
Mstep: Class 2 contains 65532 members 
Entering Unmasked Estep 
Score: -13701396.000000 Penalty: 3821.754883
	Iteration 9F: 3 clusters Score -1.37014e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61885 members 
Mstep: Class 2 contains 66046 members 
Entering Unmasked Estep 
Score: -13705272.000000 Penalty: 3821.754883
	Iteration 10F: 3 clusters Score -1.370527e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61478 members 
Mstep: Class 2 contains 66453 members 
Entering Unmasked Estep 
Score: -13708213.000000 Penalty: 3821.754883
	Iteration 11Q: 3 clusters Score -1.370821e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61105 members 
Mstep: Class 2 contains 66826 members 
Entering Unmasked Estep 
Score: -13709830.000000 Penalty: 3821.754883
	Iteration 12Q: 3 clusters Score -1.370983e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60597 members 
Mstep: Class 2 contains 67334 members 
Entering Unmasked Estep 
Score: -13710406.000000 Penalty: 3821.754883
	Iteration 13Q: 3 clusters Score -1.371041e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60071 members 
Mstep: Class 2 contains 67860 members 
Entering Unmasked Estep 
Score: -13710592.000000 Penalty: 3821.754883
	Iteration 14Q: 3 clusters Score -1.371059e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59498 members 
Mstep: Class 2 contains 68433 members 
Entering Unmasked Estep 
Score: -13710747.000000 Penalty: 3821.754883
	Iteration 15Q: 3 clusters Score -1.371075e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58909 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -13710895.000000 Penalty: 3821.754883
	Iteration 16Q: 3 clusters Score -1.37109e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58319 members 
Mstep: Class 2 contains 69612 members 
Entering Unmasked Estep 
Score: -13710942.000000 Penalty: 3821.754883
	Iteration 17Q: 3 clusters Score -1.371094e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57680 members 
Mstep: Class 2 contains 70251 members 
Entering Unmasked Estep 
Score: -13711002.000000 Penalty: 3821.754883
	Iteration 18Q: 3 clusters Score -1.3711e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56953 members 
Mstep: Class 2 contains 70978 members 
Entering Unmasked Estep 
Score: -13711120.000000 Penalty: 3821.754883
	Iteration 19Q: 3 clusters Score -1.371112e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Mstep: Class 2 contains 71797 members 
Entering Unmasked Estep 
Score: -13711221.000000 Penalty: 3821.754883
	Iteration 20F: 3 clusters Score -1.371122e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55239 members 
Mstep: Class 2 contains 72692 members 
Entering Unmasked Estep 
Score: -13711347.000000 Penalty: 3821.754883
	Iteration 21Q: 3 clusters Score -1.371135e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 73685 members 
Entering Unmasked Estep 
Score: -13711532.000000 Penalty: 3821.754883
	Iteration 22Q: 3 clusters Score -1.371153e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53170 members 
Mstep: Class 2 contains 74761 members 
Entering Unmasked Estep 
Score: -13711790.000000 Penalty: 3821.754883
	Iteration 23Q: 3 clusters Score -1.371179e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 75933 members 
Entering Unmasked Estep 
Score: -13711965.000000 Penalty: 3821.754883
	Iteration 24Q: 3 clusters Score -1.371196e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 77181 members 
Entering Unmasked Estep 
Score: -13712156.000000 Penalty: 3821.754883
	Iteration 25Q: 3 clusters Score -1.371216e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 78566 members 
Entering Unmasked Estep 
Score: -13712343.000000 Penalty: 3821.754883
	Iteration 26Q: 3 clusters Score -1.371234e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 80019 members 
Entering Unmasked Estep 
Score: -13712594.000000 Penalty: 3821.754883
	Iteration 27Q: 3 clusters Score -1.371259e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 81573 members 
Entering Unmasked Estep 
Score: -13712858.000000 Penalty: 3821.754883
	Iteration 28Q: 3 clusters Score -1.371286e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 83283 members 
Entering Unmasked Estep 
Score: -13713206.000000 Penalty: 3821.754883
	Iteration 29Q: 3 clusters Score -1.371321e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 85181 members 
Entering Unmasked Estep 
Score: -13713553.000000 Penalty: 3821.754883
	Iteration 30Q: 3 clusters Score -1.371355e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 87289 members 
Entering Unmasked Estep 
Score: -13714041.000000 Penalty: 3821.754883
	Iteration 31Q: 3 clusters Score -1.371404e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 89557 members 
Entering Unmasked Estep 
Score: -13714629.000000 Penalty: 3821.754883
	Iteration 32Q: 3 clusters Score -1.371463e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 92010 members 
Entering Unmasked Estep 
Score: -13715358.000000 Penalty: 3821.754883
	Iteration 33Q: 3 clusters Score -1.371536e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 94555 members 
Entering Unmasked Estep 
Score: -13716095.000000 Penalty: 3821.754883
	Iteration 34Q: 3 clusters Score -1.37161e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 97281 members 
Entering Unmasked Estep 
Score: -13717104.000000 Penalty: 3821.754883
	Iteration 35Q: 3 clusters Score -1.37171e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 100062 members 
Entering Unmasked Estep 
Score: -13718113.000000 Penalty: 3821.754883
	Iteration 36Q: 3 clusters Score -1.371811e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 102944 members 
Entering Unmasked Estep 
Score: -13719417.000000 Penalty: 3821.754883
	Iteration 37Q: 3 clusters Score -1.371942e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 105908 members 
Entering Unmasked Estep 
Score: -13720837.000000 Penalty: 3821.754883
	Iteration 38Q: 3 clusters Score -1.372084e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 108870 members 
Entering Unmasked Estep 
Score: -13722544.000000 Penalty: 3821.754883
	Iteration 39Q: 3 clusters Score -1.372254e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 111806 members 
Entering Unmasked Estep 
Score: -13724275.000000 Penalty: 3821.754883
	Iteration 40F: 3 clusters Score -1.372428e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 114522 members 
Entering Unmasked Estep 
Score: -13726016.000000 Penalty: 3821.754883
	Iteration 41Q: 3 clusters Score -1.372602e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 116886 members 
Entering Unmasked Estep 
Score: -13727636.000000 Penalty: 3821.754883
	Iteration 42Q: 3 clusters Score -1.372764e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 118849 members 
Entering Unmasked Estep 
Score: -13728982.000000 Penalty: 3821.754883
	Iteration 43Q: 3 clusters Score -1.372898e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 120438 members 
Entering Unmasked Estep 
Score: -13730190.000000 Penalty: 3821.754883
	Iteration 44Q: 3 clusters Score -1.373019e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 121644 members 
Entering Unmasked Estep 
Score: -13731149.000000 Penalty: 3821.754883
	Iteration 45Q: 3 clusters Score -1.373115e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 122517 members 
Entering Unmasked Estep 
Score: -13731781.000000 Penalty: 3821.754883
	Iteration 46Q: 3 clusters Score -1.373178e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 123192 members 
Entering Unmasked Estep 
Score: -13732251.000000 Penalty: 3821.754883
	Iteration 47Q: 3 clusters Score -1.373225e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 123679 members 
Entering Unmasked Estep 
Score: -13732589.000000 Penalty: 3821.754883
	Iteration 48Q: 3 clusters Score -1.373259e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 124083 members 
Entering Unmasked Estep 
Score: -13732849.000000 Penalty: 3821.754883
	Iteration 49Q: 3 clusters Score -1.373285e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 124421 members 
Entering Unmasked Estep 
Score: -13733006.000000 Penalty: 3821.754883
	Iteration 50Q: 3 clusters Score -1.373301e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 124699 members 
Entering Unmasked Estep 
Score: -13733137.000000 Penalty: 3821.754883
	Iteration 51Q: 3 clusters Score -1.373314e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 124930 members 
Entering Unmasked Estep 
Score: -13733245.000000 Penalty: 3821.754883
	Iteration 52Q: 3 clusters Score -1.373324e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 125141 members 
Entering Unmasked Estep 
Score: -13733393.000000 Penalty: 3821.754883
	Iteration 53Q: 3 clusters Score -1.373339e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 125301 members 
Entering Unmasked Estep 
Score: -13733453.000000 Penalty: 3821.754883
	Iteration 54Q: 3 clusters Score -1.373345e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 125412 members 
Entering Unmasked Estep 
Score: -13733487.000000 Penalty: 3821.754883
	Iteration 55Q: 3 clusters Score -1.373349e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 125505 members 
Entering Unmasked Estep 
Score: -13733513.000000 Penalty: 3821.754883
	Iteration 56Q: 3 clusters Score -1.373351e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 125584 members 
Entering Unmasked Estep 
Score: -13733521.000000 Penalty: 3821.754883
	Iteration 57Q: 3 clusters Score -1.373352e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 125665 members 
Entering Unmasked Estep 
Score: -13733568.000000 Penalty: 3821.754883
	Iteration 58Q: 3 clusters Score -1.373357e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 125726 members 
Entering Unmasked Estep 
Score: -13733604.000000 Penalty: 3821.754883
	Iteration 59Q: 3 clusters Score -1.37336e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 125772 members 
Entering Unmasked Estep 
Score: -13733622.000000 Penalty: 3821.754883
	Iteration 60F: 3 clusters Score -1.373362e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 125795 members 
Entering Unmasked Estep 
Score: -13733649.000000 Penalty: 3821.754883
	Iteration 61Q: 3 clusters Score -1.373365e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 125823 members 
Entering Unmasked Estep 
Score: -13733644.000000 Penalty: 3821.754883
	Iteration 62Q: 3 clusters Score -1.373364e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 125850 members 
Entering Unmasked Estep 
Score: -13733655.000000 Penalty: 3821.754883
	Iteration 63Q: 3 clusters Score -1.373366e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 125873 members 
Entering Unmasked Estep 
Score: -13733657.000000 Penalty: 3821.754883
	Iteration 64Q: 3 clusters Score -1.373366e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 125894 members 
Entering Unmasked Estep 
Score: -13733657.000000 Penalty: 3821.754883
	Iteration 65Q: 3 clusters Score -1.373366e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 125916 members 
Entering Unmasked Estep 
Score: -13733665.000000 Penalty: 3821.754883
	Iteration 66Q: 3 clusters Score -1.373366e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 125939 members 
Entering Unmasked Estep 
Score: -13733676.000000 Penalty: 3821.754883
	Iteration 67Q: 3 clusters Score -1.373368e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 125953 members 
Entering Unmasked Estep 
Score: -13733686.000000 Penalty: 3821.754883
	Iteration 68Q: 3 clusters Score -1.373369e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 125972 members 
Entering Unmasked Estep 
Score: -13733683.000000 Penalty: 3821.754883
	Iteration 69Q: 3 clusters Score -1.373368e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 125981 members 
Entering Unmasked Estep 
Score: -13733687.000000 Penalty: 3821.754883
	Iteration 70Q: 3 clusters Score -1.373369e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 125990 members 
Entering Unmasked Estep 
Score: -13733688.000000 Penalty: 3821.754883
	Iteration 71Q: 3 clusters Score -1.373369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 125996 members 
Entering Unmasked Estep 
Score: -13733678.000000 Penalty: 3821.754883
	Iteration 72Q: 3 clusters Score -1.373368e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 126003 members 
Entering Unmasked Estep 
Score: -13733675.000000 Penalty: 3821.754883
	Iteration 73Q: 3 clusters Score -1.373368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 126011 members 
Entering Unmasked Estep 
Score: -13733683.000000 Penalty: 3821.754883
	Iteration 74Q: 3 clusters Score -1.373368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 126016 members 
Entering Unmasked Estep 
Score: -13733678.000000 Penalty: 3821.754883
	Iteration 75Q: 3 clusters Score -1.373368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 126019 members 
Entering Unmasked Estep 
Score: -13733681.000000 Penalty: 3821.754883
	Iteration 76Q: 3 clusters Score -1.373368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 126024 members 
Entering Unmasked Estep 
Score: -13733681.000000 Penalty: 3821.754883
	Iteration 77Q: 3 clusters Score -1.373368e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 126033 members 
Entering Unmasked Estep 
Score: -13733672.000000 Penalty: 3821.754883
	Iteration 78Q: 3 clusters Score -1.373367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 126041 members 
Entering Unmasked Estep 
Score: -13733666.000000 Penalty: 3821.754883
	Iteration 79Q: 3 clusters Score -1.373367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 126050 members 
Entering Unmasked Estep 
Score: -13733675.000000 Penalty: 3821.754883
	Iteration 80F: 3 clusters Score -1.373368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 126056 members 
Entering Unmasked Estep 
Score: -13733681.000000 Penalty: 3821.754883
	Iteration 81Q: 3 clusters Score -1.373368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 126064 members 
Entering Unmasked Estep 
Score: -13733675.000000 Penalty: 3821.754883
	Iteration 82Q: 3 clusters Score -1.373368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 126065 members 
Entering Unmasked Estep 
Score: -13733673.000000 Penalty: 3821.754883
	Iteration 83Q: 3 clusters Score -1.373367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 126070 members 
Entering Unmasked Estep 
Score: -13733679.000000 Penalty: 3821.754883
	Iteration 84Q: 3 clusters Score -1.373368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 126074 members 
Entering Unmasked Estep 
Score: -13733684.000000 Penalty: 3821.754883
	Iteration 85Q: 3 clusters Score -1.373368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 126079 members 
Entering Unmasked Estep 
Score: -13733677.000000 Penalty: 3821.754883
	Iteration 86Q: 3 clusters Score -1.373368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 126085 members 
Entering Unmasked Estep 
Score: -13733660.000000 Penalty: 3821.754883
	Iteration 87Q: 3 clusters Score -1.373366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 126091 members 
Entering Unmasked Estep 
Score: -13733672.000000 Penalty: 3821.754883
	Iteration 88Q: 3 clusters Score -1.373367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 126092 members 
Entering Unmasked Estep 
Score: -13733677.000000 Penalty: 3821.754883
	Iteration 89Q: 3 clusters Score -1.373368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 126096 members 
Entering Unmasked Estep 
Score: -13733676.000000 Penalty: 3821.754883
	Iteration 90Q: 3 clusters Score -1.373368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 126099 members 
Entering Unmasked Estep 
Score: -13733677.000000 Penalty: 3821.754883
	Iteration 91Q: 3 clusters Score -1.373368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 126101 members 
Entering Unmasked Estep 
Score: -13733681.000000 Penalty: 3821.754883
	Iteration 92Q: 3 clusters Score -1.373368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 126107 members 
Entering Unmasked Estep 
Score: -13733678.000000 Penalty: 3821.754883
	Iteration 93Q: 3 clusters Score -1.373368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 126112 members 
Entering Unmasked Estep 
Score: -13733681.000000 Penalty: 3821.754883
	Iteration 94Q: 3 clusters Score -1.373368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 126115 members 
Entering Unmasked Estep 
Score: -13733681.000000 Penalty: 3821.754883
	Iteration 95Q: 3 clusters Score -1.373368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 126116 members 
Entering Unmasked Estep 
Score: -13733683.000000 Penalty: 3821.754883
	Iteration 96Q: 3 clusters Score -1.373368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 126116 members 
Entering Unmasked Estep 
Score: -13733683.000000 Penalty: 3821.754883
	Iteration 97F: 3 clusters Score -1.373368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Entering Unmasked Estep 
Score: -2607357.250000 Penalty: 1642.533203
	Iteration 0F: 2 clusters Score -2607357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2590831.500000 Penalty: 3285.066406
	Iteration 0F: 3 clusters Score -2590832 nChanged 11211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2597037.000000 Penalty: 3285.066406
	Iteration 1F: 3 clusters Score -2597037 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2597390.000000 Penalty: 3285.066406
	Iteration 2Q: 3 clusters Score -2597390 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2597708.750000 Penalty: 3285.066406
	Iteration 3Q: 3 clusters Score -2597709 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2598056.750000 Penalty: 3285.066406
	Iteration 4Q: 3 clusters Score -2598057 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2598445.500000 Penalty: 3285.066406
	Iteration 5Q: 3 clusters Score -2598446 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2598974.750000 Penalty: 3285.066406
	Iteration 6Q: 3 clusters Score -2598975 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2599799.250000 Penalty: 3285.066406
	Iteration 7F: 3 clusters Score -2599799 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2601068.000000 Penalty: 3285.066406
	Iteration 8F: 3 clusters Score -2601068 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2602577.500000 Penalty: 3285.066406
	Iteration 9F: 3 clusters Score -2602578 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -2603893.250000 Penalty: 3285.066406
	Iteration 10F: 3 clusters Score -2603893 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -2604844.250000 Penalty: 3285.066406
	Iteration 11Q: 3 clusters Score -2604844 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -2605361.500000 Penalty: 3285.066406
	Iteration 12Q: 3 clusters Score -2605362 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -2605678.000000 Penalty: 3285.066406
	Iteration 13Q: 3 clusters Score -2605678 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -2605836.750000 Penalty: 3285.066406
	Iteration 14Q: 3 clusters Score -2605837 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -2605931.000000 Penalty: 3285.066406
	Iteration 15Q: 3 clusters Score -2605931 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -2605993.750000 Penalty: 3285.066406
	Iteration 16Q: 3 clusters Score -2605994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -2606053.000000 Penalty: 3285.066406
	Iteration 17Q: 3 clusters Score -2606053 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -2606106.250000 Penalty: 3285.066406
	Iteration 18Q: 3 clusters Score -2606106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -2606130.750000 Penalty: 3285.066406
	Iteration 19Q: 3 clusters Score -2606131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -2606151.750000 Penalty: 3285.066406
	Iteration 20F: 3 clusters Score -2606152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -2606159.750000 Penalty: 3285.066406
	Iteration 21Q: 3 clusters Score -2606160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -2606167.000000 Penalty: 3285.066406
	Iteration 22Q: 3 clusters Score -2606167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -2606176.500000 Penalty: 3285.066406
	Iteration 23Q: 3 clusters Score -2606176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -2606179.250000 Penalty: 3285.066406
	Iteration 24Q: 3 clusters Score -2606179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -2606179.500000 Penalty: 3285.066406
	Iteration 25Q: 3 clusters Score -2606180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -2606182.000000 Penalty: 3285.066406
	Iteration 26Q: 3 clusters Score -2606182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -2606185.500000 Penalty: 3285.066406
	Iteration 27Q: 3 clusters Score -2606186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -2606193.000000 Penalty: 3285.066406
	Iteration 28Q: 3 clusters Score -2606193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -2606196.250000 Penalty: 3285.066406
	Iteration 29Q: 3 clusters Score -2606196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -2606194.250000 Penalty: 3285.066406
	Iteration 30Q: 3 clusters Score -2606194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -2606194.500000 Penalty: 3285.066406
	Iteration 31Q: 3 clusters Score -2606194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -2606194.500000 Penalty: 3285.066406
	Iteration 32F: 3 clusters Score -2606194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Entering Unmasked Estep 
Score: -383218.312500 Penalty: 1353.216187
	Iteration 0F: 2 clusters Score -383218.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -379837.718750 Penalty: 2706.432373
	Iteration 0F: 3 clusters Score -379837.7 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -380995.062500 Penalty: 2706.432373
	Iteration 1F: 3 clusters Score -380995.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -381327.812500 Penalty: 2706.432373
	Iteration 2F: 3 clusters Score -381327.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -381558.593750 Penalty: 2706.432373
	Iteration 3F: 3 clusters Score -381558.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -381738.968750 Penalty: 2706.432373
	Iteration 4F: 3 clusters Score -381739 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -381869.437500 Penalty: 2706.432373
	Iteration 5Q: 3 clusters Score -381869.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -381975.437500 Penalty: 2706.432373
	Iteration 6Q: 3 clusters Score -381975.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -382081.187500 Penalty: 2706.432373
	Iteration 7Q: 3 clusters Score -382081.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -382173.562500 Penalty: 2706.432373
	Iteration 8Q: 3 clusters Score -382173.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -382246.968750 Penalty: 2706.432373
	Iteration 9Q: 3 clusters Score -382247 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -382303.250000 Penalty: 2706.432373
	Iteration 10Q: 3 clusters Score -382303.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -382347.781250 Penalty: 2706.432373
	Iteration 11Q: 3 clusters Score -382347.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -382371.562500 Penalty: 2706.432373
	Iteration 12Q: 3 clusters Score -382371.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -382384.812500 Penalty: 2706.432373
	Iteration 13Q: 3 clusters Score -382384.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -382392.875000 Penalty: 2706.432373
	Iteration 14Q: 3 clusters Score -382392.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -382399.906250 Penalty: 2706.432373
	Iteration 15Q: 3 clusters Score -382399.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -382405.062500 Penalty: 2706.432373
	Iteration 16Q: 3 clusters Score -382405.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -382407.843750 Penalty: 2706.432373
	Iteration 17Q: 3 clusters Score -382407.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -382410.281250 Penalty: 2706.432373
	Iteration 18Q: 3 clusters Score -382410.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -382413.875000 Penalty: 2706.432373
	Iteration 19Q: 3 clusters Score -382413.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -382414.937500 Penalty: 2706.432373
	Iteration 20F: 3 clusters Score -382414.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -382418.062500 Penalty: 2706.432373
	Iteration 21Q: 3 clusters Score -382418.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -382418.687500 Penalty: 2706.432373
	Iteration 22Q: 3 clusters Score -382418.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -382419.093750 Penalty: 2706.432373
	Iteration 23Q: 3 clusters Score -382419.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -382420.437500 Penalty: 2706.432373
	Iteration 24Q: 3 clusters Score -382420.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -382420.968750 Penalty: 2706.432373
	Iteration 25Q: 3 clusters Score -382421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -382420.812500 Penalty: 2706.432373
	Iteration 26Q: 3 clusters Score -382420.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -382421.281250 Penalty: 2706.432373
	Iteration 27Q: 3 clusters Score -382421.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -382421.281250 Penalty: 2706.432373
	Iteration 28F: 3 clusters Score -382421.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Entering Unmasked Estep 
Score: -602554.000000 Penalty: 1424.792236
	Iteration 0F: 2 clusters Score -602554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -597684.312500 Penalty: 2849.584473
	Iteration 0F: 3 clusters Score -597684.3 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -599246.000000 Penalty: 2849.584473
	Iteration 1F: 3 clusters Score -599246 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -599540.562500 Penalty: 2849.584473
	Iteration 2F: 3 clusters Score -599540.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -599803.562500 Penalty: 2849.584473
	Iteration 3F: 3 clusters Score -599803.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -600045.812500 Penalty: 2849.584473
	Iteration 4F: 3 clusters Score -600045.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -600254.375000 Penalty: 2849.584473
	Iteration 5F: 3 clusters Score -600254.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -600444.000000 Penalty: 2849.584473
	Iteration 6Q: 3 clusters Score -600444 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -600602.312500 Penalty: 2849.584473
	Iteration 7Q: 3 clusters Score -600602.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -600765.937500 Penalty: 2849.584473
	Iteration 8Q: 3 clusters Score -600765.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -600902.750000 Penalty: 2849.584473
	Iteration 9Q: 3 clusters Score -600902.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -601032.375000 Penalty: 2849.584473
	Iteration 10Q: 3 clusters Score -601032.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -601179.750000 Penalty: 2849.584473
	Iteration 11Q: 3 clusters Score -601179.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -601318.812500 Penalty: 2849.584473
	Iteration 12Q: 3 clusters Score -601318.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -601465.062500 Penalty: 2849.584473
	Iteration 13Q: 3 clusters Score -601465.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -601589.937500 Penalty: 2849.584473
	Iteration 14Q: 3 clusters Score -601589.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -601708.500000 Penalty: 2849.584473
	Iteration 15Q: 3 clusters Score -601708.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -601818.687500 Penalty: 2849.584473
	Iteration 16Q: 3 clusters Score -601818.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -601907.500000 Penalty: 2849.584473
	Iteration 17Q: 3 clusters Score -601907.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -601959.937500 Penalty: 2849.584473
	Iteration 18Q: 3 clusters Score -601959.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -601981.812500 Penalty: 2849.584473
	Iteration 19Q: 3 clusters Score -601981.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -601995.375000 Penalty: 2849.584473
	Iteration 20F: 3 clusters Score -601995.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -602008.375000 Penalty: 2849.584473
	Iteration 21Q: 3 clusters Score -602008.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -602020.062500 Penalty: 2849.584473
	Iteration 22Q: 3 clusters Score -602020.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -602030.312500 Penalty: 2849.584473
	Iteration 23Q: 3 clusters Score -602030.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -602038.375000 Penalty: 2849.584473
	Iteration 24Q: 3 clusters Score -602038.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -602043.937500 Penalty: 2849.584473
	Iteration 25Q: 3 clusters Score -602043.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -602045.062500 Penalty: 2849.584473
	Iteration 26Q: 3 clusters Score -602045.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -602047.750000 Penalty: 2849.584473
	Iteration 27Q: 3 clusters Score -602047.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -602048.500000 Penalty: 2849.584473
	Iteration 28Q: 3 clusters Score -602048.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -602049.312500 Penalty: 2849.584473
	Iteration 29Q: 3 clusters Score -602049.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -602049.312500 Penalty: 2849.584473
	Iteration 30F: 3 clusters Score -602049.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Entering Unmasked Estep 
Score: -3355992.250000 Penalty: 1683.632935
	Iteration 0F: 2 clusters Score -3355992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -3334566.000000 Penalty: 3367.265869
	Iteration 0F: 3 clusters Score -3334566 nChanged 14648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -3342750.250000 Penalty: 3367.265869
	Iteration 1F: 3 clusters Score -3342750 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -3343270.750000 Penalty: 3367.265869
	Iteration 2Q: 3 clusters Score -3343271 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -3343892.750000 Penalty: 3367.265869
	Iteration 3Q: 3 clusters Score -3343893 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -3344627.000000 Penalty: 3367.265869
	Iteration 4Q: 3 clusters Score -3344627 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -3345513.500000 Penalty: 3367.265869
	Iteration 5Q: 3 clusters Score -3345514 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -3346600.750000 Penalty: 3367.265869
	Iteration 6F: 3 clusters Score -3346601 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -3347950.500000 Penalty: 3367.265869
	Iteration 7F: 3 clusters Score -3347950 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -3349244.750000 Penalty: 3367.265869
	Iteration 8F: 3 clusters Score -3349245 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -3350397.500000 Penalty: 3367.265869
	Iteration 9F: 3 clusters Score -3350398 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -3351331.750000 Penalty: 3367.265869
	Iteration 10Q: 3 clusters Score -3351332 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -3351971.750000 Penalty: 3367.265869
	Iteration 11Q: 3 clusters Score -3351972 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -3352418.250000 Penalty: 3367.265869
	Iteration 12Q: 3 clusters Score -3352418 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -3352708.250000 Penalty: 3367.265869
	Iteration 13Q: 3 clusters Score -3352708 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -3352904.500000 Penalty: 3367.265869
	Iteration 14Q: 3 clusters Score -3352904 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -3353073.500000 Penalty: 3367.265869
	Iteration 15Q: 3 clusters Score -3353074 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -3353177.500000 Penalty: 3367.265869
	Iteration 16Q: 3 clusters Score -3353178 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -3353245.000000 Penalty: 3367.265869
	Iteration 17Q: 3 clusters Score -3353245 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -3353298.750000 Penalty: 3367.265869
	Iteration 18Q: 3 clusters Score -3353299 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -3353347.250000 Penalty: 3367.265869
	Iteration 19Q: 3 clusters Score -3353347 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -3353392.500000 Penalty: 3367.265869
	Iteration 20F: 3 clusters Score -3353392 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -3353425.250000 Penalty: 3367.265869
	Iteration 21Q: 3 clusters Score -3353425 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -3353474.000000 Penalty: 3367.265869
	Iteration 22Q: 3 clusters Score -3353474 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -3353519.750000 Penalty: 3367.265869
	Iteration 23Q: 3 clusters Score -3353520 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -3353550.000000 Penalty: 3367.265869
	Iteration 24Q: 3 clusters Score -3353550 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -3353586.500000 Penalty: 3367.265869
	Iteration 25Q: 3 clusters Score -3353586 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -3353622.000000 Penalty: 3367.265869
	Iteration 26Q: 3 clusters Score -3353622 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -3353659.750000 Penalty: 3367.265869
	Iteration 27Q: 3 clusters Score -3353660 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -3353694.250000 Penalty: 3367.265869
	Iteration 28Q: 3 clusters Score -3353694 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -3353725.750000 Penalty: 3367.265869
	Iteration 29Q: 3 clusters Score -3353726 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -3353770.750000 Penalty: 3367.265869
	Iteration 30Q: 3 clusters Score -3353771 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -3353804.750000 Penalty: 3367.265869
	Iteration 31Q: 3 clusters Score -3353805 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -3353832.500000 Penalty: 3367.265869
	Iteration 32Q: 3 clusters Score -3353832 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -3353857.750000 Penalty: 3367.265869
	Iteration 33Q: 3 clusters Score -3353858 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -3353876.000000 Penalty: 3367.265869
	Iteration 34Q: 3 clusters Score -3353876 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -3353906.500000 Penalty: 3367.265869
	Iteration 35Q: 3 clusters Score -3353906 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -3353924.250000 Penalty: 3367.265869
	Iteration 36Q: 3 clusters Score -3353924 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -3353952.750000 Penalty: 3367.265869
	Iteration 37Q: 3 clusters Score -3353953 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3353977.250000 Penalty: 3367.265869
	Iteration 38Q: 3 clusters Score -3353977 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3353999.250000 Penalty: 3367.265869
	Iteration 39Q: 3 clusters Score -3353999 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3354020.500000 Penalty: 3367.265869
	Iteration 40F: 3 clusters Score -3354020 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -3354031.000000 Penalty: 3367.265869
	Iteration 41Q: 3 clusters Score -3354031 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3354054.500000 Penalty: 3367.265869
	Iteration 42Q: 3 clusters Score -3354054 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -3354078.500000 Penalty: 3367.265869
	Iteration 43Q: 3 clusters Score -3354078 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3354099.000000 Penalty: 3367.265869
	Iteration 44Q: 3 clusters Score -3354099 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3354132.750000 Penalty: 3367.265869
	Iteration 45Q: 3 clusters Score -3354133 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3354149.250000 Penalty: 3367.265869
	Iteration 46Q: 3 clusters Score -3354149 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -3354173.000000 Penalty: 3367.265869
	Iteration 47Q: 3 clusters Score -3354173 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3354203.000000 Penalty: 3367.265869
	Iteration 48Q: 3 clusters Score -3354203 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3354247.250000 Penalty: 3367.265869
	Iteration 49Q: 3 clusters Score -3354247 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3354274.250000 Penalty: 3367.265869
	Iteration 50Q: 3 clusters Score -3354274 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3354299.250000 Penalty: 3367.265869
	Iteration 51Q: 3 clusters Score -3354299 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3354314.750000 Penalty: 3367.265869
	Iteration 52Q: 3 clusters Score -3354315 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3354321.500000 Penalty: 3367.265869
	Iteration 53Q: 3 clusters Score -3354322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3354345.500000 Penalty: 3367.265869
	Iteration 54Q: 3 clusters Score -3354346 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3354360.750000 Penalty: 3367.265869
	Iteration 55Q: 3 clusters Score -3354361 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3354378.250000 Penalty: 3367.265869
	Iteration 56Q: 3 clusters Score -3354378 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3354399.000000 Penalty: 3367.265869
	Iteration 57Q: 3 clusters Score -3354399 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3354419.000000 Penalty: 3367.265869
	Iteration 58Q: 3 clusters Score -3354419 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3354433.500000 Penalty: 3367.265869
	Iteration 59Q: 3 clusters Score -3354434 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3354452.500000 Penalty: 3367.265869
	Iteration 60F: 3 clusters Score -3354452 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3354469.000000 Penalty: 3367.265869
	Iteration 61Q: 3 clusters Score -3354469 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3354487.750000 Penalty: 3367.265869
	Iteration 62Q: 3 clusters Score -3354488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3354505.250000 Penalty: 3367.265869
	Iteration 63Q: 3 clusters Score -3354505 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3354507.750000 Penalty: 3367.265869
	Iteration 64Q: 3 clusters Score -3354508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3354513.000000 Penalty: 3367.265869
	Iteration 65Q: 3 clusters Score -3354513 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3354527.750000 Penalty: 3367.265869
	Iteration 66Q: 3 clusters Score -3354528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3354531.500000 Penalty: 3367.265869
	Iteration 67Q: 3 clusters Score -3354532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3354538.250000 Penalty: 3367.265869
	Iteration 68Q: 3 clusters Score -3354538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3354549.000000 Penalty: 3367.265869
	Iteration 69Q: 3 clusters Score -3354549 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3354555.500000 Penalty: 3367.265869
	Iteration 70Q: 3 clusters Score -3354556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3354561.750000 Penalty: 3367.265869
	Iteration 71Q: 3 clusters Score -3354562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3354569.000000 Penalty: 3367.265869
	Iteration 72Q: 3 clusters Score -3354569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3354574.250000 Penalty: 3367.265869
	Iteration 73Q: 3 clusters Score -3354574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3354576.000000 Penalty: 3367.265869
	Iteration 74Q: 3 clusters Score -3354576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3354581.000000 Penalty: 3367.265869
	Iteration 75Q: 3 clusters Score -3354581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3354583.500000 Penalty: 3367.265869
	Iteration 76Q: 3 clusters Score -3354584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3354584.750000 Penalty: 3367.265869
	Iteration 77Q: 3 clusters Score -3354585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3354595.500000 Penalty: 3367.265869
	Iteration 78Q: 3 clusters Score -3354596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3354597.000000 Penalty: 3367.265869
	Iteration 79Q: 3 clusters Score -3354597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3354609.000000 Penalty: 3367.265869
	Iteration 80F: 3 clusters Score -3354609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3354609.250000 Penalty: 3367.265869
	Iteration 81Q: 3 clusters Score -3354609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3354617.500000 Penalty: 3367.265869
	Iteration 82Q: 3 clusters Score -3354618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3354615.500000 Penalty: 3367.265869
	Iteration 83Q: 3 clusters Score -3354616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3354617.000000 Penalty: 3367.265869
	Iteration 84Q: 3 clusters Score -3354617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3354619.750000 Penalty: 3367.265869
	Iteration 85Q: 3 clusters Score -3354620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3354621.250000 Penalty: 3367.265869
	Iteration 86Q: 3 clusters Score -3354621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3354626.000000 Penalty: 3367.265869
	Iteration 87Q: 3 clusters Score -3354626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3354625.750000 Penalty: 3367.265869
	Iteration 88Q: 3 clusters Score -3354626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3354622.750000 Penalty: 3367.265869
	Iteration 89Q: 3 clusters Score -3354623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3354623.500000 Penalty: 3367.265869
	Iteration 90Q: 3 clusters Score -3354624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3354625.500000 Penalty: 3367.265869
	Iteration 91Q: 3 clusters Score -3354626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3354628.750000 Penalty: 3367.265869
	Iteration 92Q: 3 clusters Score -3354629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3354627.000000 Penalty: 3367.265869
	Iteration 93Q: 3 clusters Score -3354627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3354626.750000 Penalty: 3367.265869
	Iteration 94Q: 3 clusters Score -3354627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3354624.750000 Penalty: 3367.265869
	Iteration 95Q: 3 clusters Score -3354625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3354626.000000 Penalty: 3367.265869
	Iteration 96Q: 3 clusters Score -3354626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3354631.750000 Penalty: 3367.265869
	Iteration 97Q: 3 clusters Score -3354632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3354629.000000 Penalty: 3367.265869
	Iteration 98Q: 3 clusters Score -3354629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3354629.750000 Penalty: 3367.265869
	Iteration 99Q: 3 clusters Score -3354630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3354625.250000 Penalty: 3367.265869
	Iteration 100F: 3 clusters Score -3354625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Entering Unmasked Estep 
Score: -1073205.625000 Penalty: 1503.303467
	Iteration 0F: 2 clusters Score -1073206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1065820.375000 Penalty: 3006.606934
	Iteration 0F: 3 clusters Score -1065820 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1068182.500000 Penalty: 3006.606934
	Iteration 1F: 3 clusters Score -1068182 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1068499.375000 Penalty: 3006.606934
	Iteration 2F: 3 clusters Score -1068499 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1068844.750000 Penalty: 3006.606934
	Iteration 3F: 3 clusters Score -1068845 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1069240.000000 Penalty: 3006.606934
	Iteration 4F: 3 clusters Score -1069240 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1069708.750000 Penalty: 3006.606934
	Iteration 5F: 3 clusters Score -1069709 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1070141.125000 Penalty: 3006.606934
	Iteration 6F: 3 clusters Score -1070141 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1070509.250000 Penalty: 3006.606934
	Iteration 7F: 3 clusters Score -1070509 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1070811.625000 Penalty: 3006.606934
	Iteration 8Q: 3 clusters Score -1070812 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1071092.875000 Penalty: 3006.606934
	Iteration 9Q: 3 clusters Score -1071093 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1071418.250000 Penalty: 3006.606934
	Iteration 10Q: 3 clusters Score -1071418 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1071825.750000 Penalty: 3006.606934
	Iteration 11Q: 3 clusters Score -1071826 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1072320.750000 Penalty: 3006.606934
	Iteration 12Q: 3 clusters Score -1072321 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1072680.625000 Penalty: 3006.606934
	Iteration 13Q: 3 clusters Score -1072681 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1072858.500000 Penalty: 3006.606934
	Iteration 14Q: 3 clusters Score -1072858 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1072913.000000 Penalty: 3006.606934
	Iteration 15Q: 3 clusters Score -1072913 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1072936.875000 Penalty: 3006.606934
	Iteration 16Q: 3 clusters Score -1072937 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1072953.875000 Penalty: 3006.606934
	Iteration 17Q: 3 clusters Score -1072954 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1072963.875000 Penalty: 3006.606934
	Iteration 18Q: 3 clusters Score -1072964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1072970.125000 Penalty: 3006.606934
	Iteration 19Q: 3 clusters Score -1072970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1072971.000000 Penalty: 3006.606934
	Iteration 20F: 3 clusters Score -1072971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1072974.000000 Penalty: 3006.606934
	Iteration 21Q: 3 clusters Score -1072974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1072979.000000 Penalty: 3006.606934
	Iteration 22Q: 3 clusters Score -1072979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1072979.750000 Penalty: 3006.606934
	Iteration 23Q: 3 clusters Score -1072980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1072979.125000 Penalty: 3006.606934
	Iteration 24Q: 3 clusters Score -1072979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1072979.625000 Penalty: 3006.606934
	Iteration 25Q: 3 clusters Score -1072980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1072980.750000 Penalty: 3006.606934
	Iteration 26Q: 3 clusters Score -1072981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1072980.750000 Penalty: 3006.606934
	Iteration 27F: 3 clusters Score -1072981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Entering Unmasked Estep 
Score: -1389073.250000 Penalty: 1541.536743
	Iteration 0F: 2 clusters Score -1389073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1379851.875000 Penalty: 3083.073486
	Iteration 0F: 3 clusters Score -1379852 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1383010.375000 Penalty: 3083.073486
	Iteration 1F: 3 clusters Score -1383010 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1383352.000000 Penalty: 3083.073486
	Iteration 2F: 3 clusters Score -1383352 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1383646.750000 Penalty: 3083.073486
	Iteration 3F: 3 clusters Score -1383647 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1383948.625000 Penalty: 3083.073486
	Iteration 4Q: 3 clusters Score -1383949 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1384284.750000 Penalty: 3083.073486
	Iteration 5Q: 3 clusters Score -1384285 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1384731.875000 Penalty: 3083.073486
	Iteration 6F: 3 clusters Score -1384732 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1385313.250000 Penalty: 3083.073486
	Iteration 7F: 3 clusters Score -1385313 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1385959.000000 Penalty: 3083.073486
	Iteration 8F: 3 clusters Score -1385959 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1386449.750000 Penalty: 3083.073486
	Iteration 9Q: 3 clusters Score -1386450 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1386781.125000 Penalty: 3083.073486
	Iteration 10Q: 3 clusters Score -1386781 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1387053.750000 Penalty: 3083.073486
	Iteration 11Q: 3 clusters Score -1387054 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1387288.000000 Penalty: 3083.073486
	Iteration 12Q: 3 clusters Score -1387288 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1387451.875000 Penalty: 3083.073486
	Iteration 13Q: 3 clusters Score -1387452 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1387610.500000 Penalty: 3083.073486
	Iteration 14Q: 3 clusters Score -1387610 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1387696.375000 Penalty: 3083.073486
	Iteration 15Q: 3 clusters Score -1387696 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1387768.250000 Penalty: 3083.073486
	Iteration 16Q: 3 clusters Score -1387768 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1387825.250000 Penalty: 3083.073486
	Iteration 17Q: 3 clusters Score -1387825 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1387860.125000 Penalty: 3083.073486
	Iteration 18Q: 3 clusters Score -1387860 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1387871.625000 Penalty: 3083.073486
	Iteration 19Q: 3 clusters Score -1387872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1387883.250000 Penalty: 3083.073486
	Iteration 20F: 3 clusters Score -1387883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1387882.875000 Penalty: 3083.073486
	Iteration 21Q: 3 clusters Score -1387883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1387887.000000 Penalty: 3083.073486
	Iteration 22Q: 3 clusters Score -1387887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1387887.875000 Penalty: 3083.073486
	Iteration 23Q: 3 clusters Score -1387888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1387888.375000 Penalty: 3083.073486
	Iteration 24Q: 3 clusters Score -1387888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1387896.750000 Penalty: 3083.073486
	Iteration 25Q: 3 clusters Score -1387897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1387897.875000 Penalty: 3083.073486
	Iteration 26Q: 3 clusters Score -1387898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1387897.875000 Penalty: 3083.073486
	Iteration 27Q: 3 clusters Score -1387898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1387898.375000 Penalty: 3083.073486
	Iteration 28Q: 3 clusters Score -1387898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1387900.125000 Penalty: 3083.073486
	Iteration 29Q: 3 clusters Score -1387900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1387898.875000 Penalty: 3083.073486
	Iteration 30Q: 3 clusters Score -1387899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1387900.750000 Penalty: 3083.073486
	Iteration 31Q: 3 clusters Score -1387901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1387902.625000 Penalty: 3083.073486
	Iteration 32Q: 3 clusters Score -1387903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1387901.250000 Penalty: 3083.073486
	Iteration 33Q: 3 clusters Score -1387901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1387902.000000 Penalty: 3083.073486
	Iteration 34Q: 3 clusters Score -1387902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1387909.875000 Penalty: 3083.073486
	Iteration 35Q: 3 clusters Score -1387910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1387913.750000 Penalty: 3083.073486
	Iteration 36Q: 3 clusters Score -1387914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1387914.000000 Penalty: 3083.073486
	Iteration 37Q: 3 clusters Score -1387914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1387911.625000 Penalty: 3083.073486
	Iteration 38Q: 3 clusters Score -1387912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1387911.125000 Penalty: 3083.073486
	Iteration 39Q: 3 clusters Score -1387911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1387910.625000 Penalty: 3083.073486
	Iteration 40F: 3 clusters Score -1387911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1387910.750000 Penalty: 3083.073486
	Iteration 41Q: 3 clusters Score -1387911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1387912.875000 Penalty: 3083.073486
	Iteration 42Q: 3 clusters Score -1387913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1387911.250000 Penalty: 3083.073486
	Iteration 43Q: 3 clusters Score -1387911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1387911.875000 Penalty: 3083.073486
	Iteration 44Q: 3 clusters Score -1387912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1387911.875000 Penalty: 3083.073486
	Iteration 45F: 3 clusters Score -1387912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Entering Unmasked Estep 
Score: -3343628.250000 Penalty: 1682.512939
	Iteration 0F: 2 clusters Score -3343628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -3322471.000000 Penalty: 3365.025879
	Iteration 0F: 3 clusters Score -3322471 nChanged 14449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -3330439.750000 Penalty: 3365.025879
	Iteration 1F: 3 clusters Score -3330440 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -3330782.750000 Penalty: 3365.025879
	Iteration 2Q: 3 clusters Score -3330783 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -3331239.500000 Penalty: 3365.025879
	Iteration 3Q: 3 clusters Score -3331240 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -3331820.250000 Penalty: 3365.025879
	Iteration 4Q: 3 clusters Score -3331820 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -3332605.500000 Penalty: 3365.025879
	Iteration 5Q: 3 clusters Score -3332606 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -3333719.500000 Penalty: 3365.025879
	Iteration 6F: 3 clusters Score -3333720 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -3335177.500000 Penalty: 3365.025879
	Iteration 7F: 3 clusters Score -3335178 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -3336816.000000 Penalty: 3365.025879
	Iteration 8F: 3 clusters Score -3336816 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -3338217.000000 Penalty: 3365.025879
	Iteration 9F: 3 clusters Score -3338217 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -3339163.500000 Penalty: 3365.025879
	Iteration 10Q: 3 clusters Score -3339164 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -3339779.750000 Penalty: 3365.025879
	Iteration 11Q: 3 clusters Score -3339780 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -3340257.250000 Penalty: 3365.025879
	Iteration 12Q: 3 clusters Score -3340257 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -3340727.250000 Penalty: 3365.025879
	Iteration 13Q: 3 clusters Score -3340727 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -3341143.750000 Penalty: 3365.025879
	Iteration 14Q: 3 clusters Score -3341144 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -3341564.000000 Penalty: 3365.025879
	Iteration 15Q: 3 clusters Score -3341564 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -3341885.000000 Penalty: 3365.025879
	Iteration 16Q: 3 clusters Score -3341885 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -3342144.250000 Penalty: 3365.025879
	Iteration 17Q: 3 clusters Score -3342144 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -3342323.000000 Penalty: 3365.025879
	Iteration 18Q: 3 clusters Score -3342323 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -3342480.250000 Penalty: 3365.025879
	Iteration 19Q: 3 clusters Score -3342480 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -3342585.250000 Penalty: 3365.025879
	Iteration 20F: 3 clusters Score -3342585 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -3342647.250000 Penalty: 3365.025879
	Iteration 21Q: 3 clusters Score -3342647 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -3342706.250000 Penalty: 3365.025879
	Iteration 22Q: 3 clusters Score -3342706 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -3342745.250000 Penalty: 3365.025879
	Iteration 23Q: 3 clusters Score -3342745 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -3342755.750000 Penalty: 3365.025879
	Iteration 24Q: 3 clusters Score -3342756 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -3342779.000000 Penalty: 3365.025879
	Iteration 25Q: 3 clusters Score -3342779 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -3342798.000000 Penalty: 3365.025879
	Iteration 26Q: 3 clusters Score -3342798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -3342797.750000 Penalty: 3365.025879
	Iteration 27Q: 3 clusters Score -3342798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -3342811.250000 Penalty: 3365.025879
	Iteration 28Q: 3 clusters Score -3342811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -3342818.750000 Penalty: 3365.025879
	Iteration 29Q: 3 clusters Score -3342819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -3342820.250000 Penalty: 3365.025879
	Iteration 30Q: 3 clusters Score -3342820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -3342826.250000 Penalty: 3365.025879
	Iteration 31Q: 3 clusters Score -3342826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -3342825.750000 Penalty: 3365.025879
	Iteration 32Q: 3 clusters Score -3342826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -3342828.500000 Penalty: 3365.025879
	Iteration 33Q: 3 clusters Score -3342828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -3342828.500000 Penalty: 3365.025879
	Iteration 34Q: 3 clusters Score -3342828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -3342843.500000 Penalty: 3365.025879
	Iteration 35Q: 3 clusters Score -3342844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -3342851.500000 Penalty: 3365.025879
	Iteration 36Q: 3 clusters Score -3342852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -3342860.000000 Penalty: 3365.025879
	Iteration 37Q: 3 clusters Score -3342860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -3342859.250000 Penalty: 3365.025879
	Iteration 38Q: 3 clusters Score -3342859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -3342856.250000 Penalty: 3365.025879
	Iteration 39Q: 3 clusters Score -3342856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -3342851.750000 Penalty: 3365.025879
	Iteration 40F: 3 clusters Score -3342852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -3342852.250000 Penalty: 3365.025879
	Iteration 41Q: 3 clusters Score -3342852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -3342850.750000 Penalty: 3365.025879
	Iteration 42Q: 3 clusters Score -3342851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -3342854.250000 Penalty: 3365.025879
	Iteration 43Q: 3 clusters Score -3342854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -3342853.750000 Penalty: 3365.025879
	Iteration 44Q: 3 clusters Score -3342854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -3342855.750000 Penalty: 3365.025879
	Iteration 45Q: 3 clusters Score -3342856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -3342854.250000 Penalty: 3365.025879
	Iteration 46Q: 3 clusters Score -3342854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -3342854.250000 Penalty: 3365.025879
	Iteration 47F: 3 clusters Score -3342854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Entering Unmasked Estep 
Score: -638468.437500 Penalty: 1416.516968
	Iteration 0F: 2 clusters Score -638468.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -633833.875000 Penalty: 2833.033936
	Iteration 0F: 3 clusters Score -633833.9 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -635049.187500 Penalty: 2833.033936
	Iteration 1F: 3 clusters Score -635049.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -635225.062500 Penalty: 2833.033936
	Iteration 2F: 3 clusters Score -635225.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -635379.250000 Penalty: 2833.033936
	Iteration 3F: 3 clusters Score -635379.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -635496.812500 Penalty: 2833.033936
	Iteration 4Q: 3 clusters Score -635496.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -635587.750000 Penalty: 2833.033936
	Iteration 5Q: 3 clusters Score -635587.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -635673.187500 Penalty: 2833.033936
	Iteration 6Q: 3 clusters Score -635673.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -635751.062500 Penalty: 2833.033936
	Iteration 7Q: 3 clusters Score -635751.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -635835.375000 Penalty: 2833.033936
	Iteration 8Q: 3 clusters Score -635835.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -635931.312500 Penalty: 2833.033936
	Iteration 9Q: 3 clusters Score -635931.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -636029.750000 Penalty: 2833.033936
	Iteration 10Q: 3 clusters Score -636029.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -636130.125000 Penalty: 2833.033936
	Iteration 11Q: 3 clusters Score -636130.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -636244.187500 Penalty: 2833.033936
	Iteration 12Q: 3 clusters Score -636244.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -636364.500000 Penalty: 2833.033936
	Iteration 13Q: 3 clusters Score -636364.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -636478.875000 Penalty: 2833.033936
	Iteration 14Q: 3 clusters Score -636478.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -636566.187500 Penalty: 2833.033936
	Iteration 15Q: 3 clusters Score -636566.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -636617.562500 Penalty: 2833.033936
	Iteration 16Q: 3 clusters Score -636617.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -636654.750000 Penalty: 2833.033936
	Iteration 17Q: 3 clusters Score -636654.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -636696.937500 Penalty: 2833.033936
	Iteration 18Q: 3 clusters Score -636696.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -636729.937500 Penalty: 2833.033936
	Iteration 19Q: 3 clusters Score -636729.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -636754.812500 Penalty: 2833.033936
	Iteration 20F: 3 clusters Score -636754.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -636771.687500 Penalty: 2833.033936
	Iteration 21Q: 3 clusters Score -636771.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -636787.000000 Penalty: 2833.033936
	Iteration 22Q: 3 clusters Score -636787 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -636802.125000 Penalty: 2833.033936
	Iteration 23Q: 3 clusters Score -636802.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -636809.875000 Penalty: 2833.033936
	Iteration 24Q: 3 clusters Score -636809.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -636819.625000 Penalty: 2833.033936
	Iteration 25Q: 3 clusters Score -636819.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -636832.125000 Penalty: 2833.033936
	Iteration 26Q: 3 clusters Score -636832.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -636841.375000 Penalty: 2833.033936
	Iteration 27Q: 3 clusters Score -636841.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -636853.812500 Penalty: 2833.033936
	Iteration 28Q: 3 clusters Score -636853.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -636868.625000 Penalty: 2833.033936
	Iteration 29Q: 3 clusters Score -636868.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -636883.562500 Penalty: 2833.033936
	Iteration 30Q: 3 clusters Score -636883.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -636899.875000 Penalty: 2833.033936
	Iteration 31Q: 3 clusters Score -636899.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -636919.937500 Penalty: 2833.033936
	Iteration 32Q: 3 clusters Score -636919.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -636940.187500 Penalty: 2833.033936
	Iteration 33Q: 3 clusters Score -636940.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -636955.500000 Penalty: 2833.033936
	Iteration 34Q: 3 clusters Score -636955.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -636973.437500 Penalty: 2833.033936
	Iteration 35Q: 3 clusters Score -636973.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -636991.937500 Penalty: 2833.033936
	Iteration 36Q: 3 clusters Score -636991.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -637004.187500 Penalty: 2833.033936
	Iteration 37Q: 3 clusters Score -637004.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -637015.625000 Penalty: 2833.033936
	Iteration 38Q: 3 clusters Score -637015.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -637028.625000 Penalty: 2833.033936
	Iteration 39Q: 3 clusters Score -637028.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -637040.437500 Penalty: 2833.033936
	Iteration 40F: 3 clusters Score -637040.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -637051.187500 Penalty: 2833.033936
	Iteration 41Q: 3 clusters Score -637051.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -637060.562500 Penalty: 2833.033936
	Iteration 42Q: 3 clusters Score -637060.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -637072.875000 Penalty: 2833.033936
	Iteration 43Q: 3 clusters Score -637072.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -637079.937500 Penalty: 2833.033936
	Iteration 44Q: 3 clusters Score -637079.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -637084.562500 Penalty: 2833.033936
	Iteration 45Q: 3 clusters Score -637084.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -637087.187500 Penalty: 2833.033936
	Iteration 46Q: 3 clusters Score -637087.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -637088.750000 Penalty: 2833.033936
	Iteration 47Q: 3 clusters Score -637088.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -637091.187500 Penalty: 2833.033936
	Iteration 48Q: 3 clusters Score -637091.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -637091.250000 Penalty: 2833.033936
	Iteration 49Q: 3 clusters Score -637091.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -637091.625000 Penalty: 2833.033936
	Iteration 50Q: 3 clusters Score -637091.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -637092.000000 Penalty: 2833.033936
	Iteration 51Q: 3 clusters Score -637092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -637094.187500 Penalty: 2833.033936
	Iteration 52Q: 3 clusters Score -637094.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -637097.062500 Penalty: 2833.033936
	Iteration 53Q: 3 clusters Score -637097.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -637097.687500 Penalty: 2833.033936
	Iteration 54Q: 3 clusters Score -637097.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -637097.125000 Penalty: 2833.033936
	Iteration 55Q: 3 clusters Score -637097.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -637098.937500 Penalty: 2833.033936
	Iteration 56Q: 3 clusters Score -637098.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -637099.562500 Penalty: 2833.033936
	Iteration 57Q: 3 clusters Score -637099.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -637099.625000 Penalty: 2833.033936
	Iteration 58Q: 3 clusters Score -637099.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -637099.625000 Penalty: 2833.033936
	Iteration 59F: 3 clusters Score -637099.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Entering Unmasked Estep 
Score: -1913114.500000 Penalty: 1596.040894
	Iteration 0F: 2 clusters Score -1913114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1900453.875000 Penalty: 3192.081787
	Iteration 0F: 3 clusters Score -1900454 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1905067.125000 Penalty: 3192.081787
	Iteration 1F: 3 clusters Score -1905067 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1905693.625000 Penalty: 3192.081787
	Iteration 2F: 3 clusters Score -1905694 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1906384.000000 Penalty: 3192.081787
	Iteration 3F: 3 clusters Score -1906384 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1906998.125000 Penalty: 3192.081787
	Iteration 4F: 3 clusters Score -1906998 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1907583.375000 Penalty: 3192.081787
	Iteration 5F: 3 clusters Score -1907583 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1908162.000000 Penalty: 3192.081787
	Iteration 6F: 3 clusters Score -1908162 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1908660.000000 Penalty: 3192.081787
	Iteration 7F: 3 clusters Score -1908660 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1909156.125000 Penalty: 3192.081787
	Iteration 8Q: 3 clusters Score -1909156 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1909576.250000 Penalty: 3192.081787
	Iteration 9Q: 3 clusters Score -1909576 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1909913.250000 Penalty: 3192.081787
	Iteration 10Q: 3 clusters Score -1909913 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1910285.250000 Penalty: 3192.081787
	Iteration 11Q: 3 clusters Score -1910285 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1910601.500000 Penalty: 3192.081787
	Iteration 12Q: 3 clusters Score -1910602 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1910822.625000 Penalty: 3192.081787
	Iteration 13Q: 3 clusters Score -1910823 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1911002.250000 Penalty: 3192.081787
	Iteration 14Q: 3 clusters Score -1911002 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1911170.375000 Penalty: 3192.081787
	Iteration 15Q: 3 clusters Score -1911170 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1911363.625000 Penalty: 3192.081787
	Iteration 16Q: 3 clusters Score -1911364 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1911622.625000 Penalty: 3192.081787
	Iteration 17Q: 3 clusters Score -1911623 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1911878.000000 Penalty: 3192.081787
	Iteration 18Q: 3 clusters Score -1911878 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1912043.625000 Penalty: 3192.081787
	Iteration 19Q: 3 clusters Score -1912044 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1912132.125000 Penalty: 3192.081787
	Iteration 20F: 3 clusters Score -1912132 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1912188.500000 Penalty: 3192.081787
	Iteration 21Q: 3 clusters Score -1912188 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1912222.750000 Penalty: 3192.081787
	Iteration 22Q: 3 clusters Score -1912223 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1912255.000000 Penalty: 3192.081787
	Iteration 23Q: 3 clusters Score -1912255 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1912294.875000 Penalty: 3192.081787
	Iteration 24Q: 3 clusters Score -1912295 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1912335.625000 Penalty: 3192.081787
	Iteration 25Q: 3 clusters Score -1912336 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1912380.875000 Penalty: 3192.081787
	Iteration 26Q: 3 clusters Score -1912381 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1912404.000000 Penalty: 3192.081787
	Iteration 27Q: 3 clusters Score -1912404 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1912425.375000 Penalty: 3192.081787
	Iteration 28Q: 3 clusters Score -1912425 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1912452.375000 Penalty: 3192.081787
	Iteration 29Q: 3 clusters Score -1912452 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1912479.000000 Penalty: 3192.081787
	Iteration 30Q: 3 clusters Score -1912479 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1912490.000000 Penalty: 3192.081787
	Iteration 31Q: 3 clusters Score -1912490 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1912511.250000 Penalty: 3192.081787
	Iteration 32Q: 3 clusters Score -1912511 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1912523.250000 Penalty: 3192.081787
	Iteration 33Q: 3 clusters Score -1912523 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1912539.250000 Penalty: 3192.081787
	Iteration 34Q: 3 clusters Score -1912539 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1912548.125000 Penalty: 3192.081787
	Iteration 35Q: 3 clusters Score -1912548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1912559.750000 Penalty: 3192.081787
	Iteration 36Q: 3 clusters Score -1912560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1912566.500000 Penalty: 3192.081787
	Iteration 37Q: 3 clusters Score -1912566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1912579.125000 Penalty: 3192.081787
	Iteration 38Q: 3 clusters Score -1912579 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1912592.250000 Penalty: 3192.081787
	Iteration 39Q: 3 clusters Score -1912592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1912605.875000 Penalty: 3192.081787
	Iteration 40F: 3 clusters Score -1912606 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1912621.250000 Penalty: 3192.081787
	Iteration 41Q: 3 clusters Score -1912621 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1912642.500000 Penalty: 3192.081787
	Iteration 42Q: 3 clusters Score -1912642 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1912654.500000 Penalty: 3192.081787
	Iteration 43Q: 3 clusters Score -1912654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1912661.625000 Penalty: 3192.081787
	Iteration 44Q: 3 clusters Score -1912662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1912679.125000 Penalty: 3192.081787
	Iteration 45Q: 3 clusters Score -1912679 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1912698.500000 Penalty: 3192.081787
	Iteration 46Q: 3 clusters Score -1912698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1912708.625000 Penalty: 3192.081787
	Iteration 47Q: 3 clusters Score -1912709 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1912716.875000 Penalty: 3192.081787
	Iteration 48Q: 3 clusters Score -1912717 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1912724.500000 Penalty: 3192.081787
	Iteration 49Q: 3 clusters Score -1912724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1912729.375000 Penalty: 3192.081787
	Iteration 50Q: 3 clusters Score -1912729 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1912737.625000 Penalty: 3192.081787
	Iteration 51Q: 3 clusters Score -1912738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1912741.750000 Penalty: 3192.081787
	Iteration 52Q: 3 clusters Score -1912742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1912744.625000 Penalty: 3192.081787
	Iteration 53Q: 3 clusters Score -1912745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1912745.250000 Penalty: 3192.081787
	Iteration 54Q: 3 clusters Score -1912745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1912746.375000 Penalty: 3192.081787
	Iteration 55Q: 3 clusters Score -1912746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1912746.000000 Penalty: 3192.081787
	Iteration 56Q: 3 clusters Score -1912746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1912748.625000 Penalty: 3192.081787
	Iteration 57Q: 3 clusters Score -1912749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1912747.500000 Penalty: 3192.081787
	Iteration 58Q: 3 clusters Score -1912748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1912747.500000 Penalty: 3192.081787
	Iteration 59F: 3 clusters Score -1912748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Entering Unmasked Estep 
Score: -535072.062500 Penalty: 1390.635864
	Iteration 0F: 2 clusters Score -535072.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -530991.125000 Penalty: 2781.271729
	Iteration 0F: 3 clusters Score -530991.1 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -532279.875000 Penalty: 2781.271729
	Iteration 1F: 3 clusters Score -532279.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -532620.312500 Penalty: 2781.271729
	Iteration 2F: 3 clusters Score -532620.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -532874.062500 Penalty: 2781.271729
	Iteration 3F: 3 clusters Score -532874.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -533084.875000 Penalty: 2781.271729
	Iteration 4F: 3 clusters Score -533084.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -533264.625000 Penalty: 2781.271729
	Iteration 5Q: 3 clusters Score -533264.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -533431.000000 Penalty: 2781.271729
	Iteration 6Q: 3 clusters Score -533431 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -533548.937500 Penalty: 2781.271729
	Iteration 7Q: 3 clusters Score -533548.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -533667.812500 Penalty: 2781.271729
	Iteration 8Q: 3 clusters Score -533667.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -533808.625000 Penalty: 2781.271729
	Iteration 9Q: 3 clusters Score -533808.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -533954.562500 Penalty: 2781.271729
	Iteration 10Q: 3 clusters Score -533954.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -534068.000000 Penalty: 2781.271729
	Iteration 11Q: 3 clusters Score -534068 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -534150.500000 Penalty: 2781.271729
	Iteration 12Q: 3 clusters Score -534150.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -534213.187500 Penalty: 2781.271729
	Iteration 13Q: 3 clusters Score -534213.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -534242.062500 Penalty: 2781.271729
	Iteration 14Q: 3 clusters Score -534242.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -534261.375000 Penalty: 2781.271729
	Iteration 15Q: 3 clusters Score -534261.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -534275.000000 Penalty: 2781.271729
	Iteration 16Q: 3 clusters Score -534275 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -534291.812500 Penalty: 2781.271729
	Iteration 17Q: 3 clusters Score -534291.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -534312.625000 Penalty: 2781.271729
	Iteration 18Q: 3 clusters Score -534312.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -534341.125000 Penalty: 2781.271729
	Iteration 19Q: 3 clusters Score -534341.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -534388.562500 Penalty: 2781.271729
	Iteration 20F: 3 clusters Score -534388.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -534427.812500 Penalty: 2781.271729
	Iteration 21Q: 3 clusters Score -534427.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -534445.875000 Penalty: 2781.271729
	Iteration 22Q: 3 clusters Score -534445.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -534456.437500 Penalty: 2781.271729
	Iteration 23Q: 3 clusters Score -534456.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -534460.625000 Penalty: 2781.271729
	Iteration 24Q: 3 clusters Score -534460.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -534466.500000 Penalty: 2781.271729
	Iteration 25Q: 3 clusters Score -534466.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -534471.250000 Penalty: 2781.271729
	Iteration 26Q: 3 clusters Score -534471.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -534475.812500 Penalty: 2781.271729
	Iteration 27Q: 3 clusters Score -534475.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -534479.250000 Penalty: 2781.271729
	Iteration 28Q: 3 clusters Score -534479.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -534481.062500 Penalty: 2781.271729
	Iteration 29Q: 3 clusters Score -534481.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -534482.250000 Penalty: 2781.271729
	Iteration 30Q: 3 clusters Score -534482.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -534482.375000 Penalty: 2781.271729
	Iteration 31Q: 3 clusters Score -534482.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -534483.687500 Penalty: 2781.271729
	Iteration 32Q: 3 clusters Score -534483.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -534485.187500 Penalty: 2781.271729
	Iteration 33Q: 3 clusters Score -534485.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -534487.187500 Penalty: 2781.271729
	Iteration 34Q: 3 clusters Score -534487.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -534488.875000 Penalty: 2781.271729
	Iteration 35Q: 3 clusters Score -534488.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -534490.000000 Penalty: 2781.271729
	Iteration 36Q: 3 clusters Score -534490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -534491.750000 Penalty: 2781.271729
	Iteration 37Q: 3 clusters Score -534491.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -534493.750000 Penalty: 2781.271729
	Iteration 38Q: 3 clusters Score -534493.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -534496.062500 Penalty: 2781.271729
	Iteration 39Q: 3 clusters Score -534496.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -534498.375000 Penalty: 2781.271729
	Iteration 40F: 3 clusters Score -534498.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -534497.937500 Penalty: 2781.271729
	Iteration 41Q: 3 clusters Score -534497.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -534498.312500 Penalty: 2781.271729
	Iteration 42Q: 3 clusters Score -534498.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -534498.250000 Penalty: 2781.271729
	Iteration 43Q: 3 clusters Score -534498.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -534498.250000 Penalty: 2781.271729
	Iteration 44F: 3 clusters Score -534498.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -10870.791992 Penalty: 815.307922
	Iteration 0F: 2 clusters Score -10870.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10372.672852 Penalty: 1630.615845
	Iteration 0F: 3 clusters Score -10372.67 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10503.017578 Penalty: 1630.615845
	Iteration 1F: 3 clusters Score -10503.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -10527.053711 Penalty: 1630.615845
	Iteration 2Q: 3 clusters Score -10527.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10534.008789 Penalty: 1630.615845
	Iteration 3Q: 3 clusters Score -10534.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10534.008789 Penalty: 1630.615845
	Iteration 4F: 3 clusters Score -10534.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Entering Unmasked Estep 
Score: -463832.843750 Penalty: 1363.971191
	Iteration 0F: 2 clusters Score -463832.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -460226.843750 Penalty: 2727.942383
	Iteration 0F: 3 clusters Score -460226.8 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -461140.937500 Penalty: 2727.942383
	Iteration 1F: 3 clusters Score -461140.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -461338.250000 Penalty: 2727.942383
	Iteration 2F: 3 clusters Score -461338.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -461472.906250 Penalty: 2727.942383
	Iteration 3F: 3 clusters Score -461472.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -461576.656250 Penalty: 2727.942383
	Iteration 4Q: 3 clusters Score -461576.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -461658.406250 Penalty: 2727.942383
	Iteration 5Q: 3 clusters Score -461658.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -461754.562500 Penalty: 2727.942383
	Iteration 6Q: 3 clusters Score -461754.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -461861.031250 Penalty: 2727.942383
	Iteration 7Q: 3 clusters Score -461861 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -461962.343750 Penalty: 2727.942383
	Iteration 8Q: 3 clusters Score -461962.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -462066.343750 Penalty: 2727.942383
	Iteration 9Q: 3 clusters Score -462066.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -462184.125000 Penalty: 2727.942383
	Iteration 10Q: 3 clusters Score -462184.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -462315.312500 Penalty: 2727.942383
	Iteration 11Q: 3 clusters Score -462315.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -462445.750000 Penalty: 2727.942383
	Iteration 12Q: 3 clusters Score -462445.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -462590.375000 Penalty: 2727.942383
	Iteration 13Q: 3 clusters Score -462590.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -462700.656250 Penalty: 2727.942383
	Iteration 14Q: 3 clusters Score -462700.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -462774.593750 Penalty: 2727.942383
	Iteration 15Q: 3 clusters Score -462774.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -462821.968750 Penalty: 2727.942383
	Iteration 16Q: 3 clusters Score -462822 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -462853.093750 Penalty: 2727.942383
	Iteration 17Q: 3 clusters Score -462853.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -462874.062500 Penalty: 2727.942383
	Iteration 18Q: 3 clusters Score -462874.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -462886.750000 Penalty: 2727.942383
	Iteration 19Q: 3 clusters Score -462886.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -462901.031250 Penalty: 2727.942383
	Iteration 20F: 3 clusters Score -462901 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -462915.968750 Penalty: 2727.942383
	Iteration 21Q: 3 clusters Score -462916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -462923.031250 Penalty: 2727.942383
	Iteration 22Q: 3 clusters Score -462923 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -462930.000000 Penalty: 2727.942383
	Iteration 23Q: 3 clusters Score -462930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -462937.687500 Penalty: 2727.942383
	Iteration 24Q: 3 clusters Score -462937.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -462945.875000 Penalty: 2727.942383
	Iteration 25Q: 3 clusters Score -462945.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -462954.687500 Penalty: 2727.942383
	Iteration 26Q: 3 clusters Score -462954.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -462961.812500 Penalty: 2727.942383
	Iteration 27Q: 3 clusters Score -462961.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -462969.000000 Penalty: 2727.942383
	Iteration 28Q: 3 clusters Score -462969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -462976.468750 Penalty: 2727.942383
	Iteration 29Q: 3 clusters Score -462976.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -462986.125000 Penalty: 2727.942383
	Iteration 30Q: 3 clusters Score -462986.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -462994.187500 Penalty: 2727.942383
	Iteration 31Q: 3 clusters Score -462994.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -462998.500000 Penalty: 2727.942383
	Iteration 32Q: 3 clusters Score -462998.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -463005.000000 Penalty: 2727.942383
	Iteration 33Q: 3 clusters Score -463005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -463010.093750 Penalty: 2727.942383
	Iteration 34Q: 3 clusters Score -463010.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -463014.062500 Penalty: 2727.942383
	Iteration 35Q: 3 clusters Score -463014.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -463016.875000 Penalty: 2727.942383
	Iteration 36Q: 3 clusters Score -463016.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -463018.593750 Penalty: 2727.942383
	Iteration 37Q: 3 clusters Score -463018.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -463020.531250 Penalty: 2727.942383
	Iteration 38Q: 3 clusters Score -463020.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -463020.968750 Penalty: 2727.942383
	Iteration 39Q: 3 clusters Score -463021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -463022.468750 Penalty: 2727.942383
	Iteration 40F: 3 clusters Score -463022.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -463022.156250 Penalty: 2727.942383
	Iteration 41Q: 3 clusters Score -463022.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -463022.156250 Penalty: 2727.942383
	Iteration 42F: 3 clusters Score -463022.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (174063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174063 members 
Entering Unmasked Estep 
Score: -18676122.000000 Penalty: 1960.915649
	Iteration 0F: 2 clusters Score -1.867612e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87029 members 
Mstep: Class 2 contains 87034 members 
Entering Unmasked Estep 
Score: -18566460.000000 Penalty: 3921.831299
	Iteration 0F: 3 clusters Score -1.856646e+07 nChanged 84225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83364 members 
Mstep: Class 2 contains 90699 members 
Entering Unmasked Estep 
Score: -18616728.000000 Penalty: 3921.831299
	Iteration 1F: 3 clusters Score -1.861673e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80743 members 
Mstep: Class 2 contains 93320 members 
Entering Unmasked Estep 
Score: -18618152.000000 Penalty: 3921.831299
	Iteration 2Q: 3 clusters Score -1.861815e+07 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76599 members 
Mstep: Class 2 contains 97464 members 
Entering Unmasked Estep 
Score: -18620402.000000 Penalty: 3921.831299
	Iteration 3Q: 3 clusters Score -1.86204e+07 nChanged 8995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70404 members 
Mstep: Class 2 contains 103659 members 
Entering Unmasked Estep 
Score: -18624296.000000 Penalty: 3921.831299
	Iteration 4F: 3 clusters Score -1.86243e+07 nChanged 11200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61858 members 
Mstep: Class 2 contains 112205 members 
Entering Unmasked Estep 
Score: -18630588.000000 Penalty: 3921.831299
	Iteration 5F: 3 clusters Score -1.863059e+07 nChanged 12830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 122753 members 
Entering Unmasked Estep 
Score: -18639288.000000 Penalty: 3921.831299
	Iteration 6F: 3 clusters Score -1.863929e+07 nChanged 13160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 134189 members 
Entering Unmasked Estep 
Score: -18649220.000000 Penalty: 3921.831299
	Iteration 7F: 3 clusters Score -1.864922e+07 nChanged 11628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 144861 members 
Entering Unmasked Estep 
Score: -18657614.000000 Penalty: 3921.831299
	Iteration 8F: 3 clusters Score -1.865761e+07 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 153715 members 
Entering Unmasked Estep 
Score: -18664314.000000 Penalty: 3921.831299
	Iteration 9F: 3 clusters Score -1.866431e+07 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 161055 members 
Entering Unmasked Estep 
Score: -18668752.000000 Penalty: 3921.831299
	Iteration 10Q: 3 clusters Score -1.866875e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 166565 members 
Entering Unmasked Estep 
Score: -18671782.000000 Penalty: 3921.831299
	Iteration 11Q: 3 clusters Score -1.867178e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 169871 members 
Entering Unmasked Estep 
Score: -18673522.000000 Penalty: 3921.831299
	Iteration 12Q: 3 clusters Score -1.867352e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 171361 members 
Entering Unmasked Estep 
Score: -18674258.000000 Penalty: 3921.831299
	Iteration 13Q: 3 clusters Score -1.867426e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 172021 members 
Entering Unmasked Estep 
Score: -18674660.000000 Penalty: 3921.831299
	Iteration 14Q: 3 clusters Score -1.867466e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 172273 members 
Entering Unmasked Estep 
Score: -18674832.000000 Penalty: 3921.831299
	Iteration 15Q: 3 clusters Score -1.867483e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 172411 members 
Entering Unmasked Estep 
Score: -18674948.000000 Penalty: 3921.831299
	Iteration 16Q: 3 clusters Score -1.867495e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 172471 members 
Entering Unmasked Estep 
Score: -18675012.000000 Penalty: 3921.831299
	Iteration 17Q: 3 clusters Score -1.867501e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 172517 members 
Entering Unmasked Estep 
Score: -18675076.000000 Penalty: 3921.831299
	Iteration 18Q: 3 clusters Score -1.867508e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 172555 members 
Entering Unmasked Estep 
Score: -18675096.000000 Penalty: 3921.831299
	Iteration 19Q: 3 clusters Score -1.86751e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 172587 members 
Entering Unmasked Estep 
Score: -18675176.000000 Penalty: 3921.831299
	Iteration 20F: 3 clusters Score -1.867518e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 172617 members 
Entering Unmasked Estep 
Score: -18675208.000000 Penalty: 3921.831299
	Iteration 21Q: 3 clusters Score -1.867521e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 172642 members 
Entering Unmasked Estep 
Score: -18675228.000000 Penalty: 3921.831299
	Iteration 22Q: 3 clusters Score -1.867523e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 172653 members 
Entering Unmasked Estep 
Score: -18675248.000000 Penalty: 3921.831299
	Iteration 23Q: 3 clusters Score -1.867525e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 172664 members 
Entering Unmasked Estep 
Score: -18675266.000000 Penalty: 3921.831299
	Iteration 24Q: 3 clusters Score -1.867527e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 172670 members 
Entering Unmasked Estep 
Score: -18675274.000000 Penalty: 3921.831299
	Iteration 25Q: 3 clusters Score -1.867527e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 172674 members 
Entering Unmasked Estep 
Score: -18675308.000000 Penalty: 3921.831299
	Iteration 26Q: 3 clusters Score -1.867531e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 172677 members 
Entering Unmasked Estep 
Score: -18675318.000000 Penalty: 3921.831299
	Iteration 27Q: 3 clusters Score -1.867532e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 172679 members 
Entering Unmasked Estep 
Score: -18675320.000000 Penalty: 3921.831299
	Iteration 28Q: 3 clusters Score -1.867532e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 172674 members 
Entering Unmasked Estep 
Score: -18675328.000000 Penalty: 3921.831299
	Iteration 29Q: 3 clusters Score -1.867533e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 172668 members 
Entering Unmasked Estep 
Score: -18675360.000000 Penalty: 3921.831299
	Iteration 30Q: 3 clusters Score -1.867536e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 172659 members 
Entering Unmasked Estep 
Score: -18675356.000000 Penalty: 3921.831299
	Iteration 31Q: 3 clusters Score -1.867536e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 172651 members 
Entering Unmasked Estep 
Score: -18675374.000000 Penalty: 3921.831299
	Iteration 32Q: 3 clusters Score -1.867537e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 172636 members 
Entering Unmasked Estep 
Score: -18675376.000000 Penalty: 3921.831299
	Iteration 33Q: 3 clusters Score -1.867538e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 172630 members 
Entering Unmasked Estep 
Score: -18675370.000000 Penalty: 3921.831299
	Iteration 34Q: 3 clusters Score -1.867537e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 172631 members 
Entering Unmasked Estep 
Score: -18675384.000000 Penalty: 3921.831299
	Iteration 35Q: 3 clusters Score -1.867538e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 172633 members 
Entering Unmasked Estep 
Score: -18675370.000000 Penalty: 3921.831299
	Iteration 36Q: 3 clusters Score -1.867537e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 172637 members 
Entering Unmasked Estep 
Score: -18675374.000000 Penalty: 3921.831299
	Iteration 37Q: 3 clusters Score -1.867537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 172640 members 
Entering Unmasked Estep 
Score: -18675378.000000 Penalty: 3921.831299
	Iteration 38Q: 3 clusters Score -1.867538e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 172635 members 
Entering Unmasked Estep 
Score: -18675380.000000 Penalty: 3921.831299
	Iteration 39Q: 3 clusters Score -1.867538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 172631 members 
Entering Unmasked Estep 
Score: -18675378.000000 Penalty: 3921.831299
	Iteration 40F: 3 clusters Score -1.867538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 172631 members 
Entering Unmasked Estep 
Score: -18675380.000000 Penalty: 3921.831299
	Iteration 41Q: 3 clusters Score -1.867538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 172632 members 
Entering Unmasked Estep 
Score: -18675376.000000 Penalty: 3921.831299
	Iteration 42Q: 3 clusters Score -1.867538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 172629 members 
Entering Unmasked Estep 
Score: -18675372.000000 Penalty: 3921.831299
	Iteration 43Q: 3 clusters Score -1.867537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 172628 members 
Entering Unmasked Estep 
Score: -18675372.000000 Penalty: 3921.831299
	Iteration 44Q: 3 clusters Score -1.867537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 172626 members 
Entering Unmasked Estep 
Score: -18675370.000000 Penalty: 3921.831299
	Iteration 45Q: 3 clusters Score -1.867537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 172627 members 
Entering Unmasked Estep 
Score: -18675380.000000 Penalty: 3921.831299
	Iteration 46Q: 3 clusters Score -1.867538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 172631 members 
Entering Unmasked Estep 
Score: -18675382.000000 Penalty: 3921.831299
	Iteration 47Q: 3 clusters Score -1.867538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 172629 members 
Entering Unmasked Estep 
Score: -18675380.000000 Penalty: 3921.831299
	Iteration 48Q: 3 clusters Score -1.867538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 172626 members 
Entering Unmasked Estep 
Score: -18675384.000000 Penalty: 3921.831299
	Iteration 49Q: 3 clusters Score -1.867538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 172621 members 
Entering Unmasked Estep 
Score: -18675390.000000 Penalty: 3921.831299
	Iteration 50Q: 3 clusters Score -1.867539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 172621 members 
Entering Unmasked Estep 
Score: -18675394.000000 Penalty: 3921.831299
	Iteration 51Q: 3 clusters Score -1.867539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 172619 members 
Entering Unmasked Estep 
Score: -18675402.000000 Penalty: 3921.831299
	Iteration 52Q: 3 clusters Score -1.86754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 172616 members 
Entering Unmasked Estep 
Score: -18675396.000000 Penalty: 3921.831299
	Iteration 53Q: 3 clusters Score -1.86754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 172614 members 
Entering Unmasked Estep 
Score: -18675402.000000 Penalty: 3921.831299
	Iteration 54Q: 3 clusters Score -1.86754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 172614 members 
Entering Unmasked Estep 
Score: -18675402.000000 Penalty: 3921.831299
	Iteration 55F: 3 clusters Score -1.86754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Entering Unmasked Estep 
Score: -239395.937500 Penalty: 1265.449585
	Iteration 0F: 2 clusters Score -239395.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -237041.843750 Penalty: 2530.899170
	Iteration 0F: 3 clusters Score -237041.8 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -237643.625000 Penalty: 2530.899170
	Iteration 1F: 3 clusters Score -237643.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -237856.500000 Penalty: 2530.899170
	Iteration 2F: 3 clusters Score -237856.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -237997.421875 Penalty: 2530.899170
	Iteration 3F: 3 clusters Score -237997.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -238094.062500 Penalty: 2530.899170
	Iteration 4F: 3 clusters Score -238094.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -238172.265625 Penalty: 2530.899170
	Iteration 5Q: 3 clusters Score -238172.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -238237.453125 Penalty: 2530.899170
	Iteration 6Q: 3 clusters Score -238237.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -238285.281250 Penalty: 2530.899170
	Iteration 7Q: 3 clusters Score -238285.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -238325.265625 Penalty: 2530.899170
	Iteration 8Q: 3 clusters Score -238325.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -238363.890625 Penalty: 2530.899170
	Iteration 9Q: 3 clusters Score -238363.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -238402.531250 Penalty: 2530.899170
	Iteration 10Q: 3 clusters Score -238402.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -238435.984375 Penalty: 2530.899170
	Iteration 11Q: 3 clusters Score -238436 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -238464.437500 Penalty: 2530.899170
	Iteration 12Q: 3 clusters Score -238464.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -238490.468750 Penalty: 2530.899170
	Iteration 13Q: 3 clusters Score -238490.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -238512.187500 Penalty: 2530.899170
	Iteration 14Q: 3 clusters Score -238512.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -238528.734375 Penalty: 2530.899170
	Iteration 15Q: 3 clusters Score -238528.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -238537.890625 Penalty: 2530.899170
	Iteration 16Q: 3 clusters Score -238537.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -238546.328125 Penalty: 2530.899170
	Iteration 17Q: 3 clusters Score -238546.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -238552.953125 Penalty: 2530.899170
	Iteration 18Q: 3 clusters Score -238553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -238560.640625 Penalty: 2530.899170
	Iteration 19Q: 3 clusters Score -238560.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -238567.343750 Penalty: 2530.899170
	Iteration 20F: 3 clusters Score -238567.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -238576.390625 Penalty: 2530.899170
	Iteration 21Q: 3 clusters Score -238576.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -238585.484375 Penalty: 2530.899170
	Iteration 22Q: 3 clusters Score -238585.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -238600.171875 Penalty: 2530.899170
	Iteration 23Q: 3 clusters Score -238600.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -238617.171875 Penalty: 2530.899170
	Iteration 24Q: 3 clusters Score -238617.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -238632.000000 Penalty: 2530.899170
	Iteration 25Q: 3 clusters Score -238632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -238652.265625 Penalty: 2530.899170
	Iteration 26Q: 3 clusters Score -238652.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -238688.078125 Penalty: 2530.899170
	Iteration 27Q: 3 clusters Score -238688.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -238729.156250 Penalty: 2530.899170
	Iteration 28Q: 3 clusters Score -238729.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -238756.125000 Penalty: 2530.899170
	Iteration 29Q: 3 clusters Score -238756.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -238772.468750 Penalty: 2530.899170
	Iteration 30Q: 3 clusters Score -238772.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -238790.656250 Penalty: 2530.899170
	Iteration 31Q: 3 clusters Score -238790.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -238807.890625 Penalty: 2530.899170
	Iteration 32Q: 3 clusters Score -238807.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -238825.765625 Penalty: 2530.899170
	Iteration 33Q: 3 clusters Score -238825.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -238844.750000 Penalty: 2530.899170
	Iteration 34Q: 3 clusters Score -238844.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -238856.343750 Penalty: 2530.899170
	Iteration 35Q: 3 clusters Score -238856.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -238863.640625 Penalty: 2530.899170
	Iteration 36Q: 3 clusters Score -238863.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -238868.468750 Penalty: 2530.899170
	Iteration 37Q: 3 clusters Score -238868.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -238871.453125 Penalty: 2530.899170
	Iteration 38Q: 3 clusters Score -238871.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -238875.453125 Penalty: 2530.899170
	Iteration 39Q: 3 clusters Score -238875.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -238880.453125 Penalty: 2530.899170
	Iteration 40F: 3 clusters Score -238880.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -238886.109375 Penalty: 2530.899170
	Iteration 41Q: 3 clusters Score -238886.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -238889.640625 Penalty: 2530.899170
	Iteration 42Q: 3 clusters Score -238889.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -238890.796875 Penalty: 2530.899170
	Iteration 43Q: 3 clusters Score -238890.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -238891.390625 Penalty: 2530.899170
	Iteration 44Q: 3 clusters Score -238891.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -238892.171875 Penalty: 2530.899170
	Iteration 45Q: 3 clusters Score -238892.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -238892.171875 Penalty: 2530.899170
	Iteration 46F: 3 clusters Score -238892.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Entering Unmasked Estep 
Score: -409709.281250 Penalty: 1352.310059
	Iteration 0F: 2 clusters Score -409709.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -406332.187500 Penalty: 2704.620117
	Iteration 0F: 3 clusters Score -406332.2 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -407292.750000 Penalty: 2704.620117
	Iteration 1F: 3 clusters Score -407292.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -407507.437500 Penalty: 2704.620117
	Iteration 2F: 3 clusters Score -407507.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -407700.343750 Penalty: 2704.620117
	Iteration 3F: 3 clusters Score -407700.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -407912.593750 Penalty: 2704.620117
	Iteration 4F: 3 clusters Score -407912.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -408117.781250 Penalty: 2704.620117
	Iteration 5F: 3 clusters Score -408117.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -408344.625000 Penalty: 2704.620117
	Iteration 6F: 3 clusters Score -408344.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -408520.937500 Penalty: 2704.620117
	Iteration 7F: 3 clusters Score -408520.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -408640.531250 Penalty: 2704.620117
	Iteration 8Q: 3 clusters Score -408640.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -408733.625000 Penalty: 2704.620117
	Iteration 9Q: 3 clusters Score -408733.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -408803.500000 Penalty: 2704.620117
	Iteration 10Q: 3 clusters Score -408803.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -408852.156250 Penalty: 2704.620117
	Iteration 11Q: 3 clusters Score -408852.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -408885.843750 Penalty: 2704.620117
	Iteration 12Q: 3 clusters Score -408885.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -408916.531250 Penalty: 2704.620117
	Iteration 13Q: 3 clusters Score -408916.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -408955.343750 Penalty: 2704.620117
	Iteration 14Q: 3 clusters Score -408955.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -408991.187500 Penalty: 2704.620117
	Iteration 15Q: 3 clusters Score -408991.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -409044.750000 Penalty: 2704.620117
	Iteration 16Q: 3 clusters Score -409044.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -409098.187500 Penalty: 2704.620117
	Iteration 17Q: 3 clusters Score -409098.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -409142.750000 Penalty: 2704.620117
	Iteration 18Q: 3 clusters Score -409142.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -409182.937500 Penalty: 2704.620117
	Iteration 19Q: 3 clusters Score -409182.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -409206.906250 Penalty: 2704.620117
	Iteration 20F: 3 clusters Score -409206.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -409218.062500 Penalty: 2704.620117
	Iteration 21Q: 3 clusters Score -409218.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -409226.593750 Penalty: 2704.620117
	Iteration 22Q: 3 clusters Score -409226.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -409231.218750 Penalty: 2704.620117
	Iteration 23Q: 3 clusters Score -409231.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -409235.968750 Penalty: 2704.620117
	Iteration 24Q: 3 clusters Score -409236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -409244.593750 Penalty: 2704.620117
	Iteration 25Q: 3 clusters Score -409244.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -409250.937500 Penalty: 2704.620117
	Iteration 26Q: 3 clusters Score -409250.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -409257.781250 Penalty: 2704.620117
	Iteration 27Q: 3 clusters Score -409257.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -409260.500000 Penalty: 2704.620117
	Iteration 28Q: 3 clusters Score -409260.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -409263.125000 Penalty: 2704.620117
	Iteration 29Q: 3 clusters Score -409263.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -409267.250000 Penalty: 2704.620117
	Iteration 30Q: 3 clusters Score -409267.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -409270.312500 Penalty: 2704.620117
	Iteration 31Q: 3 clusters Score -409270.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -409273.906250 Penalty: 2704.620117
	Iteration 32Q: 3 clusters Score -409273.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -409274.906250 Penalty: 2704.620117
	Iteration 33Q: 3 clusters Score -409274.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -409277.593750 Penalty: 2704.620117
	Iteration 34Q: 3 clusters Score -409277.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -409279.218750 Penalty: 2704.620117
	Iteration 35Q: 3 clusters Score -409279.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -409281.343750 Penalty: 2704.620117
	Iteration 36Q: 3 clusters Score -409281.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -409283.187500 Penalty: 2704.620117
	Iteration 37Q: 3 clusters Score -409283.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -409286.000000 Penalty: 2704.620117
	Iteration 38Q: 3 clusters Score -409286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -409288.562500 Penalty: 2704.620117
	Iteration 39Q: 3 clusters Score -409288.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -409288.437500 Penalty: 2704.620117
	Iteration 40F: 3 clusters Score -409288.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -409290.031250 Penalty: 2704.620117
	Iteration 41Q: 3 clusters Score -409290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -409292.593750 Penalty: 2704.620117
	Iteration 42Q: 3 clusters Score -409292.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -409294.625000 Penalty: 2704.620117
	Iteration 43Q: 3 clusters Score -409294.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -409295.281250 Penalty: 2704.620117
	Iteration 44Q: 3 clusters Score -409295.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -409295.875000 Penalty: 2704.620117
	Iteration 45Q: 3 clusters Score -409295.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -409296.781250 Penalty: 2704.620117
	Iteration 46Q: 3 clusters Score -409296.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -409297.437500 Penalty: 2704.620117
	Iteration 47Q: 3 clusters Score -409297.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -409298.062500 Penalty: 2704.620117
	Iteration 48Q: 3 clusters Score -409298.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -409297.968750 Penalty: 2704.620117
	Iteration 49Q: 3 clusters Score -409298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -409297.281250 Penalty: 2704.620117
	Iteration 50Q: 3 clusters Score -409297.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -409299.156250 Penalty: 2704.620117
	Iteration 51Q: 3 clusters Score -409299.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -409299.156250 Penalty: 2704.620117
	Iteration 52F: 3 clusters Score -409299.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Entering Unmasked Estep 
Score: -1991203.125000 Penalty: 1598.716553
	Iteration 0F: 2 clusters Score -1991203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1978490.500000 Penalty: 3197.433105
	Iteration 0F: 3 clusters Score -1978490 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1982892.375000 Penalty: 3197.433105
	Iteration 1F: 3 clusters Score -1982892 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1983157.375000 Penalty: 3197.433105
	Iteration 2Q: 3 clusters Score -1983157 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1983468.625000 Penalty: 3197.433105
	Iteration 3Q: 3 clusters Score -1983469 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1983864.125000 Penalty: 3197.433105
	Iteration 4Q: 3 clusters Score -1983864 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1984335.625000 Penalty: 3197.433105
	Iteration 5F: 3 clusters Score -1984336 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1984837.250000 Penalty: 3197.433105
	Iteration 6F: 3 clusters Score -1984837 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1985396.375000 Penalty: 3197.433105
	Iteration 7F: 3 clusters Score -1985396 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1986022.750000 Penalty: 3197.433105
	Iteration 8F: 3 clusters Score -1986023 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1986622.875000 Penalty: 3197.433105
	Iteration 9F: 3 clusters Score -1986623 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1987118.500000 Penalty: 3197.433105
	Iteration 10Q: 3 clusters Score -1987118 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1987492.875000 Penalty: 3197.433105
	Iteration 11Q: 3 clusters Score -1987493 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1987747.000000 Penalty: 3197.433105
	Iteration 12Q: 3 clusters Score -1987747 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1987998.125000 Penalty: 3197.433105
	Iteration 13Q: 3 clusters Score -1987998 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1988206.625000 Penalty: 3197.433105
	Iteration 14Q: 3 clusters Score -1988207 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1988374.250000 Penalty: 3197.433105
	Iteration 15Q: 3 clusters Score -1988374 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1988523.750000 Penalty: 3197.433105
	Iteration 16Q: 3 clusters Score -1988524 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1988649.250000 Penalty: 3197.433105
	Iteration 17Q: 3 clusters Score -1988649 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1988774.625000 Penalty: 3197.433105
	Iteration 18Q: 3 clusters Score -1988775 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1988884.875000 Penalty: 3197.433105
	Iteration 19Q: 3 clusters Score -1988885 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1988970.125000 Penalty: 3197.433105
	Iteration 20F: 3 clusters Score -1988970 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1989054.375000 Penalty: 3197.433105
	Iteration 21Q: 3 clusters Score -1989054 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1989131.250000 Penalty: 3197.433105
	Iteration 22Q: 3 clusters Score -1989131 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1989192.750000 Penalty: 3197.433105
	Iteration 23Q: 3 clusters Score -1989193 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1989259.000000 Penalty: 3197.433105
	Iteration 24Q: 3 clusters Score -1989259 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1989322.125000 Penalty: 3197.433105
	Iteration 25Q: 3 clusters Score -1989322 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1989386.625000 Penalty: 3197.433105
	Iteration 26Q: 3 clusters Score -1989387 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1989458.000000 Penalty: 3197.433105
	Iteration 27Q: 3 clusters Score -1989458 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1989530.000000 Penalty: 3197.433105
	Iteration 28Q: 3 clusters Score -1989530 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1989588.250000 Penalty: 3197.433105
	Iteration 29Q: 3 clusters Score -1989588 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1989638.500000 Penalty: 3197.433105
	Iteration 30Q: 3 clusters Score -1989638 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1989690.500000 Penalty: 3197.433105
	Iteration 31Q: 3 clusters Score -1989690 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1989725.875000 Penalty: 3197.433105
	Iteration 32Q: 3 clusters Score -1989726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1989744.125000 Penalty: 3197.433105
	Iteration 33Q: 3 clusters Score -1989744 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1989759.000000 Penalty: 3197.433105
	Iteration 34Q: 3 clusters Score -1989759 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1989781.125000 Penalty: 3197.433105
	Iteration 35Q: 3 clusters Score -1989781 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1989792.250000 Penalty: 3197.433105
	Iteration 36Q: 3 clusters Score -1989792 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1989800.750000 Penalty: 3197.433105
	Iteration 37Q: 3 clusters Score -1989801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1989808.500000 Penalty: 3197.433105
	Iteration 38Q: 3 clusters Score -1989808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1989819.750000 Penalty: 3197.433105
	Iteration 39Q: 3 clusters Score -1989820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1989832.125000 Penalty: 3197.433105
	Iteration 40F: 3 clusters Score -1989832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1989843.875000 Penalty: 3197.433105
	Iteration 41Q: 3 clusters Score -1989844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1989847.000000 Penalty: 3197.433105
	Iteration 42Q: 3 clusters Score -1989847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1989858.000000 Penalty: 3197.433105
	Iteration 43Q: 3 clusters Score -1989858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1989870.625000 Penalty: 3197.433105
	Iteration 44Q: 3 clusters Score -1989871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1989882.000000 Penalty: 3197.433105
	Iteration 45Q: 3 clusters Score -1989882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1989906.250000 Penalty: 3197.433105
	Iteration 46Q: 3 clusters Score -1989906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1989922.625000 Penalty: 3197.433105
	Iteration 47Q: 3 clusters Score -1989923 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1989950.750000 Penalty: 3197.433105
	Iteration 48Q: 3 clusters Score -1989951 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1989980.625000 Penalty: 3197.433105
	Iteration 49Q: 3 clusters Score -1989981 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1990002.875000 Penalty: 3197.433105
	Iteration 50Q: 3 clusters Score -1990003 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1990016.500000 Penalty: 3197.433105
	Iteration 51Q: 3 clusters Score -1990016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1990040.500000 Penalty: 3197.433105
	Iteration 52Q: 3 clusters Score -1990040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1990060.250000 Penalty: 3197.433105
	Iteration 53Q: 3 clusters Score -1990060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1990075.750000 Penalty: 3197.433105
	Iteration 54Q: 3 clusters Score -1990076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1990086.125000 Penalty: 3197.433105
	Iteration 55Q: 3 clusters Score -1990086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1990093.875000 Penalty: 3197.433105
	Iteration 56Q: 3 clusters Score -1990094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1990106.250000 Penalty: 3197.433105
	Iteration 57Q: 3 clusters Score -1990106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1990117.375000 Penalty: 3197.433105
	Iteration 58Q: 3 clusters Score -1990117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1990128.625000 Penalty: 3197.433105
	Iteration 59Q: 3 clusters Score -1990129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1990142.125000 Penalty: 3197.433105
	Iteration 60F: 3 clusters Score -1990142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1990146.625000 Penalty: 3197.433105
	Iteration 61Q: 3 clusters Score -1990147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1990149.125000 Penalty: 3197.433105
	Iteration 62Q: 3 clusters Score -1990149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1990154.750000 Penalty: 3197.433105
	Iteration 63Q: 3 clusters Score -1990155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1990160.875000 Penalty: 3197.433105
	Iteration 64Q: 3 clusters Score -1990161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1990162.750000 Penalty: 3197.433105
	Iteration 65Q: 3 clusters Score -1990163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1990165.000000 Penalty: 3197.433105
	Iteration 66Q: 3 clusters Score -1990165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1990165.500000 Penalty: 3197.433105
	Iteration 67Q: 3 clusters Score -1990166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1990167.125000 Penalty: 3197.433105
	Iteration 68Q: 3 clusters Score -1990167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1990168.875000 Penalty: 3197.433105
	Iteration 69Q: 3 clusters Score -1990169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1990169.750000 Penalty: 3197.433105
	Iteration 70Q: 3 clusters Score -1990170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1990170.375000 Penalty: 3197.433105
	Iteration 71Q: 3 clusters Score -1990170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1990169.375000 Penalty: 3197.433105
	Iteration 72Q: 3 clusters Score -1990169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1990169.125000 Penalty: 3197.433105
	Iteration 73Q: 3 clusters Score -1990169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1990171.250000 Penalty: 3197.433105
	Iteration 74Q: 3 clusters Score -1990171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1990171.500000 Penalty: 3197.433105
	Iteration 75Q: 3 clusters Score -1990172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1990171.125000 Penalty: 3197.433105
	Iteration 76Q: 3 clusters Score -1990171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1990172.750000 Penalty: 3197.433105
	Iteration 77Q: 3 clusters Score -1990173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1990173.375000 Penalty: 3197.433105
	Iteration 78Q: 3 clusters Score -1990173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1990174.500000 Penalty: 3197.433105
	Iteration 79Q: 3 clusters Score -1990174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1990175.125000 Penalty: 3197.433105
	Iteration 80F: 3 clusters Score -1990175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1990174.750000 Penalty: 3197.433105
	Iteration 81Q: 3 clusters Score -1990175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1990174.750000 Penalty: 3197.433105
	Iteration 82F: 3 clusters Score -1990175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Entering Unmasked Estep 
Score: -1850740.500000 Penalty: 1591.797974
	Iteration 0F: 2 clusters Score -1850740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1838475.250000 Penalty: 3183.595947
	Iteration 0F: 3 clusters Score -1838475 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1843013.375000 Penalty: 3183.595947
	Iteration 1F: 3 clusters Score -1843013 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1843525.750000 Penalty: 3183.595947
	Iteration 2F: 3 clusters Score -1843526 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1844166.000000 Penalty: 3183.595947
	Iteration 3F: 3 clusters Score -1844166 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1844939.500000 Penalty: 3183.595947
	Iteration 4F: 3 clusters Score -1844940 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1845788.000000 Penalty: 3183.595947
	Iteration 5F: 3 clusters Score -1845788 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1846564.375000 Penalty: 3183.595947
	Iteration 6F: 3 clusters Score -1846564 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1847187.375000 Penalty: 3183.595947
	Iteration 7F: 3 clusters Score -1847187 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1847663.125000 Penalty: 3183.595947
	Iteration 8Q: 3 clusters Score -1847663 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1848004.625000 Penalty: 3183.595947
	Iteration 9Q: 3 clusters Score -1848005 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1848265.500000 Penalty: 3183.595947
	Iteration 10Q: 3 clusters Score -1848266 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1848441.500000 Penalty: 3183.595947
	Iteration 11Q: 3 clusters Score -1848442 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1848577.625000 Penalty: 3183.595947
	Iteration 12Q: 3 clusters Score -1848578 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1848706.000000 Penalty: 3183.595947
	Iteration 13Q: 3 clusters Score -1848706 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1848817.750000 Penalty: 3183.595947
	Iteration 14Q: 3 clusters Score -1848818 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1848928.625000 Penalty: 3183.595947
	Iteration 15Q: 3 clusters Score -1848929 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1849062.500000 Penalty: 3183.595947
	Iteration 16Q: 3 clusters Score -1849062 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1849192.375000 Penalty: 3183.595947
	Iteration 17Q: 3 clusters Score -1849192 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1849297.000000 Penalty: 3183.595947
	Iteration 18Q: 3 clusters Score -1849297 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1849383.125000 Penalty: 3183.595947
	Iteration 19Q: 3 clusters Score -1849383 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1849450.625000 Penalty: 3183.595947
	Iteration 20F: 3 clusters Score -1849451 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1849508.000000 Penalty: 3183.595947
	Iteration 21Q: 3 clusters Score -1849508 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1849536.625000 Penalty: 3183.595947
	Iteration 22Q: 3 clusters Score -1849537 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1849571.750000 Penalty: 3183.595947
	Iteration 23Q: 3 clusters Score -1849572 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1849597.125000 Penalty: 3183.595947
	Iteration 24Q: 3 clusters Score -1849597 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1849622.250000 Penalty: 3183.595947
	Iteration 25Q: 3 clusters Score -1849622 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1849641.375000 Penalty: 3183.595947
	Iteration 26Q: 3 clusters Score -1849641 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1849652.250000 Penalty: 3183.595947
	Iteration 27Q: 3 clusters Score -1849652 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1849658.500000 Penalty: 3183.595947
	Iteration 28Q: 3 clusters Score -1849658 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1849672.500000 Penalty: 3183.595947
	Iteration 29Q: 3 clusters Score -1849672 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1849686.875000 Penalty: 3183.595947
	Iteration 30Q: 3 clusters Score -1849687 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1849706.625000 Penalty: 3183.595947
	Iteration 31Q: 3 clusters Score -1849707 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1849727.625000 Penalty: 3183.595947
	Iteration 32Q: 3 clusters Score -1849728 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1849740.500000 Penalty: 3183.595947
	Iteration 33Q: 3 clusters Score -1849740 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1849757.000000 Penalty: 3183.595947
	Iteration 34Q: 3 clusters Score -1849757 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1849778.000000 Penalty: 3183.595947
	Iteration 35Q: 3 clusters Score -1849778 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1849803.625000 Penalty: 3183.595947
	Iteration 36Q: 3 clusters Score -1849804 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1849837.875000 Penalty: 3183.595947
	Iteration 37Q: 3 clusters Score -1849838 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1849873.000000 Penalty: 3183.595947
	Iteration 38Q: 3 clusters Score -1849873 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1849928.125000 Penalty: 3183.595947
	Iteration 39Q: 3 clusters Score -1849928 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1849985.875000 Penalty: 3183.595947
	Iteration 40F: 3 clusters Score -1849986 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1850084.625000 Penalty: 3183.595947
	Iteration 41Q: 3 clusters Score -1850085 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1850169.250000 Penalty: 3183.595947
	Iteration 42Q: 3 clusters Score -1850169 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1850231.375000 Penalty: 3183.595947
	Iteration 43Q: 3 clusters Score -1850231 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1850283.750000 Penalty: 3183.595947
	Iteration 44Q: 3 clusters Score -1850284 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1850313.875000 Penalty: 3183.595947
	Iteration 45Q: 3 clusters Score -1850314 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1850335.375000 Penalty: 3183.595947
	Iteration 46Q: 3 clusters Score -1850335 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1850351.500000 Penalty: 3183.595947
	Iteration 47Q: 3 clusters Score -1850352 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1850363.500000 Penalty: 3183.595947
	Iteration 48Q: 3 clusters Score -1850364 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1850372.000000 Penalty: 3183.595947
	Iteration 49Q: 3 clusters Score -1850372 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1850377.250000 Penalty: 3183.595947
	Iteration 50Q: 3 clusters Score -1850377 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1850387.125000 Penalty: 3183.595947
	Iteration 51Q: 3 clusters Score -1850387 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1850389.875000 Penalty: 3183.595947
	Iteration 52Q: 3 clusters Score -1850390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1850394.375000 Penalty: 3183.595947
	Iteration 53Q: 3 clusters Score -1850394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1850404.625000 Penalty: 3183.595947
	Iteration 54Q: 3 clusters Score -1850405 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1850404.250000 Penalty: 3183.595947
	Iteration 55Q: 3 clusters Score -1850404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1850406.125000 Penalty: 3183.595947
	Iteration 56Q: 3 clusters Score -1850406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1850407.125000 Penalty: 3183.595947
	Iteration 57Q: 3 clusters Score -1850407 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1850413.125000 Penalty: 3183.595947
	Iteration 58Q: 3 clusters Score -1850413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1850415.125000 Penalty: 3183.595947
	Iteration 59Q: 3 clusters Score -1850415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1850416.875000 Penalty: 3183.595947
	Iteration 60F: 3 clusters Score -1850417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1850418.125000 Penalty: 3183.595947
	Iteration 61Q: 3 clusters Score -1850418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1850418.250000 Penalty: 3183.595947
	Iteration 62Q: 3 clusters Score -1850418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1850422.625000 Penalty: 3183.595947
	Iteration 63Q: 3 clusters Score -1850423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1850421.250000 Penalty: 3183.595947
	Iteration 64Q: 3 clusters Score -1850421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1850424.750000 Penalty: 3183.595947
	Iteration 65Q: 3 clusters Score -1850425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1850421.750000 Penalty: 3183.595947
	Iteration 66Q: 3 clusters Score -1850422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1850422.000000 Penalty: 3183.595947
	Iteration 67Q: 3 clusters Score -1850422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1850423.625000 Penalty: 3183.595947
	Iteration 68Q: 3 clusters Score -1850424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1850428.375000 Penalty: 3183.595947
	Iteration 69Q: 3 clusters Score -1850428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1850427.625000 Penalty: 3183.595947
	Iteration 70Q: 3 clusters Score -1850428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1850428.250000 Penalty: 3183.595947
	Iteration 71Q: 3 clusters Score -1850428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1850429.625000 Penalty: 3183.595947
	Iteration 72Q: 3 clusters Score -1850430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1850429.625000 Penalty: 3183.595947
	Iteration 73F: 3 clusters Score -1850430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (42549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Entering Unmasked Estep 
Score: -4445110.500000 Penalty: 1731.991943
	Iteration 0F: 2 clusters Score -4445110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -4416754.500000 Penalty: 3463.983887
	Iteration 0F: 3 clusters Score -4416754 nChanged 19757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -4427995.500000 Penalty: 3463.983887
	Iteration 1F: 3 clusters Score -4427996 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -4428706.500000 Penalty: 3463.983887
	Iteration 2Q: 3 clusters Score -4428706 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -4429473.500000 Penalty: 3463.983887
	Iteration 3Q: 3 clusters Score -4429474 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -4430389.000000 Penalty: 3463.983887
	Iteration 4Q: 3 clusters Score -4430389 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -4431448.000000 Penalty: 3463.983887
	Iteration 5F: 3 clusters Score -4431448 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -4432840.000000 Penalty: 3463.983887
	Iteration 6F: 3 clusters Score -4432840 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -4434585.500000 Penalty: 3463.983887
	Iteration 7F: 3 clusters Score -4434586 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -4436395.000000 Penalty: 3463.983887
	Iteration 8F: 3 clusters Score -4436395 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -4437749.500000 Penalty: 3463.983887
	Iteration 9F: 3 clusters Score -4437750 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -4438626.000000 Penalty: 3463.983887
	Iteration 10Q: 3 clusters Score -4438626 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -4439204.000000 Penalty: 3463.983887
	Iteration 11Q: 3 clusters Score -4439204 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -4439680.000000 Penalty: 3463.983887
	Iteration 12Q: 3 clusters Score -4439680 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -4440005.000000 Penalty: 3463.983887
	Iteration 13Q: 3 clusters Score -4440005 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -4440327.500000 Penalty: 3463.983887
	Iteration 14Q: 3 clusters Score -4440328 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -4440595.000000 Penalty: 3463.983887
	Iteration 15Q: 3 clusters Score -4440595 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -4440877.500000 Penalty: 3463.983887
	Iteration 16Q: 3 clusters Score -4440878 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -4441214.500000 Penalty: 3463.983887
	Iteration 17Q: 3 clusters Score -4441214 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -4441557.000000 Penalty: 3463.983887
	Iteration 18Q: 3 clusters Score -4441557 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -4442006.500000 Penalty: 3463.983887
	Iteration 19Q: 3 clusters Score -4442006 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -4442667.500000 Penalty: 3463.983887
	Iteration 20F: 3 clusters Score -4442668 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -4443252.500000 Penalty: 3463.983887
	Iteration 21Q: 3 clusters Score -4443252 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -4443659.000000 Penalty: 3463.983887
	Iteration 22Q: 3 clusters Score -4443659 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -4443879.500000 Penalty: 3463.983887
	Iteration 23Q: 3 clusters Score -4443880 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -4443997.000000 Penalty: 3463.983887
	Iteration 24Q: 3 clusters Score -4443997 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -4444100.000000 Penalty: 3463.983887
	Iteration 25Q: 3 clusters Score -4444100 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -4444130.000000 Penalty: 3463.983887
	Iteration 26Q: 3 clusters Score -4444130 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -4444167.000000 Penalty: 3463.983887
	Iteration 27Q: 3 clusters Score -4444167 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -4444188.000000 Penalty: 3463.983887
	Iteration 28Q: 3 clusters Score -4444188 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -4444181.500000 Penalty: 3463.983887
	Iteration 29Q: 3 clusters Score -4444182 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -4444181.500000 Penalty: 3463.983887
	Iteration 30Q: 3 clusters Score -4444182 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -4444192.000000 Penalty: 3463.983887
	Iteration 31Q: 3 clusters Score -4444192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -4444198.000000 Penalty: 3463.983887
	Iteration 32Q: 3 clusters Score -4444198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -4444207.000000 Penalty: 3463.983887
	Iteration 33Q: 3 clusters Score -4444207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -4444213.000000 Penalty: 3463.983887
	Iteration 34Q: 3 clusters Score -4444213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -4444214.500000 Penalty: 3463.983887
	Iteration 35Q: 3 clusters Score -4444214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -4444211.000000 Penalty: 3463.983887
	Iteration 36Q: 3 clusters Score -4444211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -4444208.000000 Penalty: 3463.983887
	Iteration 37Q: 3 clusters Score -4444208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -4444210.500000 Penalty: 3463.983887
	Iteration 38Q: 3 clusters Score -4444210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -4444209.500000 Penalty: 3463.983887
	Iteration 39Q: 3 clusters Score -4444210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -4444209.000000 Penalty: 3463.983887
	Iteration 40F: 3 clusters Score -4444209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -4444210.000000 Penalty: 3463.983887
	Iteration 41Q: 3 clusters Score -4444210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -4444214.500000 Penalty: 3463.983887
	Iteration 42Q: 3 clusters Score -4444214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -4444218.000000 Penalty: 3463.983887
	Iteration 43Q: 3 clusters Score -4444218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -4444219.000000 Penalty: 3463.983887
	Iteration 44Q: 3 clusters Score -4444219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -4444214.500000 Penalty: 3463.983887
	Iteration 45Q: 3 clusters Score -4444214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -4444218.500000 Penalty: 3463.983887
	Iteration 46Q: 3 clusters Score -4444218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -4444217.500000 Penalty: 3463.983887
	Iteration 47Q: 3 clusters Score -4444218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -4444217.500000 Penalty: 3463.983887
	Iteration 48F: 3 clusters Score -4444218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -70387.796875 Penalty: 1068.902466
	Iteration 0F: 2 clusters Score -70387.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69277.054688 Penalty: 2137.804932
	Iteration 0F: 3 clusters Score -69277.05 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -69619.578125 Penalty: 2137.804932
	Iteration 1F: 3 clusters Score -69619.58 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -69808.812500 Penalty: 2137.804932
	Iteration 2F: 3 clusters Score -69808.81 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -69926.835938 Penalty: 2137.804932
	Iteration 3F: 3 clusters Score -69926.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -70047.664062 Penalty: 2137.804932
	Iteration 4F: 3 clusters Score -70047.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -70127.562500 Penalty: 2137.804932
	Iteration 5Q: 3 clusters Score -70127.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -70266.046875 Penalty: 2137.804932
	Iteration 6Q: 3 clusters Score -70266.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -70427.093750 Penalty: 2137.804932
	Iteration 7Q: 3 clusters Score -70427.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -70457.445312 Penalty: 2137.804932
	Iteration 8Q: 3 clusters Score -70457.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -70465.609375 Penalty: 2137.804932
	Iteration 9Q: 3 clusters Score -70465.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -70493.382812 Penalty: 2137.804932
	Iteration 10F: 3 clusters Score -70493.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -70540.546875 Penalty: 2137.804932
	Iteration 11Q: 3 clusters Score -70540.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -70545.531250 Penalty: 2137.804932
	Iteration 12Q: 3 clusters Score -70545.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -70548.585938 Penalty: 2137.804932
	Iteration 13Q: 3 clusters Score -70548.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -70548.585938 Penalty: 2137.804932
	Iteration 14F: 3 clusters Score -70548.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10946 members 
Mstep: Class 4 contains 13839 members 
Mstep: Class 5 contains 38114 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21147 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127931 members 
Mstep: Class 10 contains 24536 members 
Mstep: Class 11 contains 4136 members 
Mstep: Class 12 contains 6425 members 
Mstep: Class 13 contains 31597 members 
Mstep: Class 14 contains 10416 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 31380 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 18431 members 
Mstep: Class 19 contains 5207 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174063 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4113 members 
Mstep: Class 25 contains 18737 members 
Mstep: Class 26 contains 17956 members 
Mstep: Class 27 contains 42549 members 
Mstep: Class 28 contains 94 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Mstep: Class 33 contains 625 members 
Entering Unmasked Estep 
Score: -65958188.000000 Penalty: 71703.882812
Splitting cluster 28 changes total score from -65959144.000000 to -65958188.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -61195.035156 Penalty: 1055.725952
	Iteration 0F: 2 clusters Score -61195.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -60054.648438 Penalty: 2111.451904
	Iteration 0F: 3 clusters Score -60054.65 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -60346.042969 Penalty: 2111.451904
	Iteration 1F: 3 clusters Score -60346.04 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -60476.851562 Penalty: 2111.451904
	Iteration 2F: 3 clusters Score -60476.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -60524.253906 Penalty: 2111.451904
	Iteration 3Q: 3 clusters Score -60524.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -60568.359375 Penalty: 2111.451904
	Iteration 4Q: 3 clusters Score -60568.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -60608.730469 Penalty: 2111.451904
	Iteration 5Q: 3 clusters Score -60608.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -60667.488281 Penalty: 2111.451904
	Iteration 6Q: 3 clusters Score -60667.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -60699.878906 Penalty: 2111.451904
	Iteration 7Q: 3 clusters Score -60699.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -60734.707031 Penalty: 2111.451904
	Iteration 8Q: 3 clusters Score -60734.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -60754.531250 Penalty: 2111.451904
	Iteration 9Q: 3 clusters Score -60754.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -60765.671875 Penalty: 2111.451904
	Iteration 10Q: 3 clusters Score -60765.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -60775.578125 Penalty: 2111.451904
	Iteration 11Q: 3 clusters Score -60775.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -60786.574219 Penalty: 2111.451904
	Iteration 12Q: 3 clusters Score -60786.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -60801.085938 Penalty: 2111.451904
	Iteration 13Q: 3 clusters Score -60801.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -60816.714844 Penalty: 2111.451904
	Iteration 14Q: 3 clusters Score -60816.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -60816.714844 Penalty: 2111.451904
	Iteration 15F: 3 clusters Score -60816.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -83564.929688 Penalty: 1122.834961
	Iteration 0F: 2 clusters Score -83564.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -82151.554688 Penalty: 2245.669922
	Iteration 0F: 3 clusters Score -82151.55 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -82513.648438 Penalty: 2245.669922
	Iteration 1F: 3 clusters Score -82513.65 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -82630.703125 Penalty: 2245.669922
	Iteration 2F: 3 clusters Score -82630.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -82717.679688 Penalty: 2245.669922
	Iteration 3F: 3 clusters Score -82717.68 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -82756.765625 Penalty: 2245.669922
	Iteration 4Q: 3 clusters Score -82756.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -82779.914062 Penalty: 2245.669922
	Iteration 5Q: 3 clusters Score -82779.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -82788.609375 Penalty: 2245.669922
	Iteration 6Q: 3 clusters Score -82788.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -82797.179688 Penalty: 2245.669922
	Iteration 7Q: 3 clusters Score -82797.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -82798.585938 Penalty: 2245.669922
	Iteration 8Q: 3 clusters Score -82798.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -82800.664062 Penalty: 2245.669922
	Iteration 9Q: 3 clusters Score -82800.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -82801.242188 Penalty: 2245.669922
	Iteration 10Q: 3 clusters Score -82801.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -82801.242188 Penalty: 2245.669922
	Iteration 11F: 3 clusters Score -82801.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Entering Unmasked Estep 
Score: -356563.656250 Penalty: 1319.208618
	Iteration 0F: 2 clusters Score -356563.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -353665.281250 Penalty: 2638.417236
	Iteration 0F: 3 clusters Score -353665.3 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -354380.906250 Penalty: 2638.417236
	Iteration 1F: 3 clusters Score -354380.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -354524.468750 Penalty: 2638.417236
	Iteration 2F: 3 clusters Score -354524.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -354599.750000 Penalty: 2638.417236
	Iteration 3Q: 3 clusters Score -354599.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -354640.468750 Penalty: 2638.417236
	Iteration 4Q: 3 clusters Score -354640.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -354679.281250 Penalty: 2638.417236
	Iteration 5Q: 3 clusters Score -354679.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -354719.625000 Penalty: 2638.417236
	Iteration 6Q: 3 clusters Score -354719.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -354764.843750 Penalty: 2638.417236
	Iteration 7Q: 3 clusters Score -354764.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -354827.875000 Penalty: 2638.417236
	Iteration 8Q: 3 clusters Score -354827.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -354883.156250 Penalty: 2638.417236
	Iteration 9Q: 3 clusters Score -354883.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -354932.531250 Penalty: 2638.417236
	Iteration 10Q: 3 clusters Score -354932.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -354982.031250 Penalty: 2638.417236
	Iteration 11Q: 3 clusters Score -354982 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -355032.125000 Penalty: 2638.417236
	Iteration 12Q: 3 clusters Score -355032.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -355087.156250 Penalty: 2638.417236
	Iteration 13Q: 3 clusters Score -355087.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -355142.718750 Penalty: 2638.417236
	Iteration 14Q: 3 clusters Score -355142.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -355196.093750 Penalty: 2638.417236
	Iteration 15Q: 3 clusters Score -355196.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -355251.937500 Penalty: 2638.417236
	Iteration 16Q: 3 clusters Score -355251.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -355293.250000 Penalty: 2638.417236
	Iteration 17Q: 3 clusters Score -355293.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -355337.656250 Penalty: 2638.417236
	Iteration 18Q: 3 clusters Score -355337.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -355368.625000 Penalty: 2638.417236
	Iteration 19Q: 3 clusters Score -355368.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -355404.875000 Penalty: 2638.417236
	Iteration 20F: 3 clusters Score -355404.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -355443.406250 Penalty: 2638.417236
	Iteration 21Q: 3 clusters Score -355443.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -355483.406250 Penalty: 2638.417236
	Iteration 22Q: 3 clusters Score -355483.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -355509.250000 Penalty: 2638.417236
	Iteration 23Q: 3 clusters Score -355509.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -355528.062500 Penalty: 2638.417236
	Iteration 24Q: 3 clusters Score -355528.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -355548.093750 Penalty: 2638.417236
	Iteration 25Q: 3 clusters Score -355548.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -355560.718750 Penalty: 2638.417236
	Iteration 26Q: 3 clusters Score -355560.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -355574.250000 Penalty: 2638.417236
	Iteration 27Q: 3 clusters Score -355574.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -355587.843750 Penalty: 2638.417236
	Iteration 28Q: 3 clusters Score -355587.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -355601.781250 Penalty: 2638.417236
	Iteration 29Q: 3 clusters Score -355601.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -355607.562500 Penalty: 2638.417236
	Iteration 30Q: 3 clusters Score -355607.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -355613.906250 Penalty: 2638.417236
	Iteration 31Q: 3 clusters Score -355613.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -355616.218750 Penalty: 2638.417236
	Iteration 32Q: 3 clusters Score -355616.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -355622.812500 Penalty: 2638.417236
	Iteration 33Q: 3 clusters Score -355622.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -355628.625000 Penalty: 2638.417236
	Iteration 34Q: 3 clusters Score -355628.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -355629.843750 Penalty: 2638.417236
	Iteration 35Q: 3 clusters Score -355629.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -355631.125000 Penalty: 2638.417236
	Iteration 36Q: 3 clusters Score -355631.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -355632.031250 Penalty: 2638.417236
	Iteration 37Q: 3 clusters Score -355632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -355633.250000 Penalty: 2638.417236
	Iteration 38Q: 3 clusters Score -355633.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -355633.343750 Penalty: 2638.417236
	Iteration 39Q: 3 clusters Score -355633.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -355635.062500 Penalty: 2638.417236
	Iteration 40F: 3 clusters Score -355635.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -355636.093750 Penalty: 2638.417236
	Iteration 41Q: 3 clusters Score -355636.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -355636.093750 Penalty: 2638.417236
	Iteration 42F: 3 clusters Score -355636.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -20661.529297 Penalty: 873.482727
	Iteration 0F: 2 clusters Score -20661.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19960.980469 Penalty: 1746.965454
	Iteration 0F: 3 clusters Score -19960.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -20021.390625 Penalty: 1746.965454
	Iteration 1F: 3 clusters Score -20021.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20038.197266 Penalty: 1746.965454
	Iteration 2Q: 3 clusters Score -20038.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20039.333984 Penalty: 1746.965454
	Iteration 3Q: 3 clusters Score -20039.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20039.333984 Penalty: 1746.965454
	Iteration 4F: 3 clusters Score -20039.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10946 members 
Mstep: Class 4 contains 13839 members 
Mstep: Class 5 contains 38114 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21147 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127931 members 
Mstep: Class 10 contains 24536 members 
Mstep: Class 11 contains 4136 members 
Mstep: Class 12 contains 6425 members 
Mstep: Class 13 contains 31597 members 
Mstep: Class 14 contains 10416 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 31380 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 18431 members 
Mstep: Class 19 contains 5207 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174063 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4113 members 
Mstep: Class 25 contains 18737 members 
Mstep: Class 26 contains 17956 members 
Mstep: Class 27 contains 42549 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1002 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959160.000000 Penalty: 69531.039062
Iteration 199Q: 33 clusters Score -6.595916e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10952 members 
Mstep: Class 4 contains 13837 members 
Mstep: Class 5 contains 38114 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21143 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127931 members 
Mstep: Class 10 contains 24538 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6431 members 
Mstep: Class 13 contains 31596 members 
Mstep: Class 14 contains 10416 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 31381 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 18430 members 
Mstep: Class 19 contains 5209 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174062 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4115 members 
Mstep: Class 25 contains 18737 members 
Mstep: Class 26 contains 17957 members 
Mstep: Class 27 contains 42535 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1003 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959148.000000 Penalty: 69531.039062
Iteration 200F: 33 clusters Score -6.595915e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10959 members 
Mstep: Class 4 contains 13836 members 
Mstep: Class 5 contains 38114 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127931 members 
Mstep: Class 10 contains 24538 members 
Mstep: Class 11 contains 4138 members 
Mstep: Class 12 contains 6426 members 
Mstep: Class 13 contains 31596 members 
Mstep: Class 14 contains 10416 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 31382 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 18428 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174059 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4119 members 
Mstep: Class 25 contains 18737 members 
Mstep: Class 26 contains 17959 members 
Mstep: Class 27 contains 42524 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1003 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959132.000000 Penalty: 69531.039062
Iteration 201Q: 33 clusters Score -6.595913e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10963 members 
Mstep: Class 4 contains 13837 members 
Mstep: Class 5 contains 38115 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127931 members 
Mstep: Class 10 contains 24535 members 
Mstep: Class 11 contains 4138 members 
Mstep: Class 12 contains 6424 members 
Mstep: Class 13 contains 31596 members 
Mstep: Class 14 contains 10416 members 
Mstep: Class 15 contains 13192 members 
Mstep: Class 16 contains 31382 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 18426 members 
Mstep: Class 19 contains 5212 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174058 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4121 members 
Mstep: Class 25 contains 18737 members 
Mstep: Class 26 contains 17961 members 
Mstep: Class 27 contains 42514 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1004 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959120.000000 Penalty: 69531.039062
Iteration 202Q: 33 clusters Score -6.595912e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10964 members 
Mstep: Class 4 contains 13836 members 
Mstep: Class 5 contains 38112 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127932 members 
Mstep: Class 10 contains 24535 members 
Mstep: Class 11 contains 4138 members 
Mstep: Class 12 contains 6422 members 
Mstep: Class 13 contains 31596 members 
Mstep: Class 14 contains 10416 members 
Mstep: Class 15 contains 13194 members 
Mstep: Class 16 contains 31381 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 18427 members 
Mstep: Class 19 contains 5213 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174057 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4124 members 
Mstep: Class 25 contains 18737 members 
Mstep: Class 26 contains 17962 members 
Mstep: Class 27 contains 42511 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1005 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959132.000000 Penalty: 69531.039062
Iteration 203Q: 33 clusters Score -6.595913e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10967 members 
Mstep: Class 4 contains 13836 members 
Mstep: Class 5 contains 38112 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127933 members 
Mstep: Class 10 contains 24535 members 
Mstep: Class 11 contains 4138 members 
Mstep: Class 12 contains 6425 members 
Mstep: Class 13 contains 31596 members 
Mstep: Class 14 contains 10416 members 
Mstep: Class 15 contains 13193 members 
Mstep: Class 16 contains 31379 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 18428 members 
Mstep: Class 19 contains 5212 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174057 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4125 members 
Mstep: Class 25 contains 18737 members 
Mstep: Class 26 contains 17963 members 
Mstep: Class 27 contains 42505 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1005 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959108.000000 Penalty: 69531.039062
Iteration 204Q: 33 clusters Score -6.595911e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10971 members 
Mstep: Class 4 contains 13836 members 
Mstep: Class 5 contains 38116 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127933 members 
Mstep: Class 10 contains 24535 members 
Mstep: Class 11 contains 4138 members 
Mstep: Class 12 contains 6426 members 
Mstep: Class 13 contains 31595 members 
Mstep: Class 14 contains 10416 members 
Mstep: Class 15 contains 13191 members 
Mstep: Class 16 contains 31377 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 18428 members 
Mstep: Class 19 contains 5212 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174056 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4125 members 
Mstep: Class 25 contains 18736 members 
Mstep: Class 26 contains 17962 members 
Mstep: Class 27 contains 42504 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1005 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959064.000000 Penalty: 69531.039062
Iteration 205Q: 33 clusters Score -6.595906e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10979 members 
Mstep: Class 4 contains 13836 members 
Mstep: Class 5 contains 38119 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127934 members 
Mstep: Class 10 contains 24533 members 
Mstep: Class 11 contains 4138 members 
Mstep: Class 12 contains 6425 members 
Mstep: Class 13 contains 31595 members 
Mstep: Class 14 contains 10416 members 
Mstep: Class 15 contains 13188 members 
Mstep: Class 16 contains 31377 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 18427 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174054 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4126 members 
Mstep: Class 25 contains 18736 members 
Mstep: Class 26 contains 17962 members 
Mstep: Class 27 contains 42501 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1005 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959100.000000 Penalty: 69531.039062
Iteration 206Q: 33 clusters Score -6.59591e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10988 members 
Mstep: Class 4 contains 13834 members 
Mstep: Class 5 contains 38120 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127934 members 
Mstep: Class 10 contains 24533 members 
Mstep: Class 11 contains 4138 members 
Mstep: Class 12 contains 6422 members 
Mstep: Class 13 contains 31594 members 
Mstep: Class 14 contains 10416 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 31376 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 18427 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174054 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4127 members 
Mstep: Class 25 contains 18737 members 
Mstep: Class 26 contains 17963 members 
Mstep: Class 27 contains 42499 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1005 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959108.000000 Penalty: 69531.039062
Iteration 207Q: 33 clusters Score -6.595911e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10990 members 
Mstep: Class 4 contains 13833 members 
Mstep: Class 5 contains 38119 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21141 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127934 members 
Mstep: Class 10 contains 24534 members 
Mstep: Class 11 contains 4138 members 
Mstep: Class 12 contains 6420 members 
Mstep: Class 13 contains 31594 members 
Mstep: Class 14 contains 10416 members 
Mstep: Class 15 contains 13183 members 
Mstep: Class 16 contains 31375 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 18426 members 
Mstep: Class 19 contains 5212 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174053 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4127 members 
Mstep: Class 25 contains 18737 members 
Mstep: Class 26 contains 17964 members 
Mstep: Class 27 contains 42501 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1007 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959088.000000 Penalty: 69531.039062
Iteration 208Q: 33 clusters Score -6.595909e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 10996 members 
Mstep: Class 4 contains 13830 members 
Mstep: Class 5 contains 38118 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127935 members 
Mstep: Class 10 contains 24534 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6423 members 
Mstep: Class 13 contains 31594 members 
Mstep: Class 14 contains 10416 members 
Mstep: Class 15 contains 13182 members 
Mstep: Class 16 contains 31375 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 18426 members 
Mstep: Class 19 contains 5213 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174052 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4127 members 
Mstep: Class 25 contains 18737 members 
Mstep: Class 26 contains 17964 members 
Mstep: Class 27 contains 42495 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1008 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959216.000000 Penalty: 69531.039062
Iteration 209Q: 33 clusters Score -6.595922e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11001 members 
Mstep: Class 4 contains 13827 members 
Mstep: Class 5 contains 38116 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127935 members 
Mstep: Class 10 contains 24534 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6432 members 
Mstep: Class 13 contains 31594 members 
Mstep: Class 14 contains 10416 members 
Mstep: Class 15 contains 13182 members 
Mstep: Class 16 contains 31375 members 
Mstep: Class 17 contains 6105 members 
Mstep: Class 18 contains 18427 members 
Mstep: Class 19 contains 5212 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174052 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4127 members 
Mstep: Class 25 contains 18737 members 
Mstep: Class 26 contains 17964 members 
Mstep: Class 27 contains 42486 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1009 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959232.000000 Penalty: 69531.039062
Iteration 210Q: 33 clusters Score -6.595923e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11000 members 
Mstep: Class 4 contains 13824 members 
Mstep: Class 5 contains 38116 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127934 members 
Mstep: Class 10 contains 24535 members 
Mstep: Class 11 contains 4136 members 
Mstep: Class 12 contains 6436 members 
Mstep: Class 13 contains 31593 members 
Mstep: Class 14 contains 10416 members 
Mstep: Class 15 contains 13182 members 
Mstep: Class 16 contains 31375 members 
Mstep: Class 17 contains 6105 members 
Mstep: Class 18 contains 18427 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174052 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18737 members 
Mstep: Class 26 contains 17966 members 
Mstep: Class 27 contains 42483 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959212.000000 Penalty: 69531.039062
Iteration 211Q: 33 clusters Score -6.595921e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11005 members 
Mstep: Class 4 contains 13824 members 
Mstep: Class 5 contains 38115 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127933 members 
Mstep: Class 10 contains 24538 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6438 members 
Mstep: Class 13 contains 31592 members 
Mstep: Class 14 contains 10415 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 31375 members 
Mstep: Class 17 contains 6105 members 
Mstep: Class 18 contains 18426 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174052 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18736 members 
Mstep: Class 26 contains 17970 members 
Mstep: Class 27 contains 42478 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1010 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959208.000000 Penalty: 69531.039062
Iteration 212Q: 33 clusters Score -6.595921e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11009 members 
Mstep: Class 4 contains 13824 members 
Mstep: Class 5 contains 38120 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127933 members 
Mstep: Class 10 contains 24539 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6439 members 
Mstep: Class 13 contains 31592 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13177 members 
Mstep: Class 16 contains 31375 members 
Mstep: Class 17 contains 6105 members 
Mstep: Class 18 contains 18426 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174049 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18734 members 
Mstep: Class 26 contains 17972 members 
Mstep: Class 27 contains 42474 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1010 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959236.000000 Penalty: 69531.039062
Iteration 213Q: 33 clusters Score -6.595924e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11010 members 
Mstep: Class 4 contains 13824 members 
Mstep: Class 5 contains 38126 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127932 members 
Mstep: Class 10 contains 24538 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6440 members 
Mstep: Class 13 contains 31590 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13176 members 
Mstep: Class 16 contains 31375 members 
Mstep: Class 17 contains 6105 members 
Mstep: Class 18 contains 18426 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174047 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18732 members 
Mstep: Class 26 contains 17972 members 
Mstep: Class 27 contains 42475 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1010 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959232.000000 Penalty: 69531.039062
Iteration 214Q: 33 clusters Score -6.595923e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11014 members 
Mstep: Class 4 contains 13824 members 
Mstep: Class 5 contains 38125 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127933 members 
Mstep: Class 10 contains 24539 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6441 members 
Mstep: Class 13 contains 31590 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13173 members 
Mstep: Class 16 contains 31375 members 
Mstep: Class 17 contains 6105 members 
Mstep: Class 18 contains 18426 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174047 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18730 members 
Mstep: Class 26 contains 17972 members 
Mstep: Class 27 contains 42474 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1010 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959220.000000 Penalty: 69531.039062
Iteration 215Q: 33 clusters Score -6.595922e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11015 members 
Mstep: Class 4 contains 13824 members 
Mstep: Class 5 contains 38125 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127934 members 
Mstep: Class 10 contains 24541 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6439 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13164 members 
Mstep: Class 16 contains 31375 members 
Mstep: Class 17 contains 6105 members 
Mstep: Class 18 contains 18426 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174047 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18729 members 
Mstep: Class 26 contains 17972 members 
Mstep: Class 27 contains 42482 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959172.000000 Penalty: 69531.039062
Iteration 216Q: 33 clusters Score -6.595917e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11016 members 
Mstep: Class 4 contains 13824 members 
Mstep: Class 5 contains 38123 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127935 members 
Mstep: Class 10 contains 24542 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6441 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13158 members 
Mstep: Class 16 contains 31375 members 
Mstep: Class 17 contains 6105 members 
Mstep: Class 18 contains 18427 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174047 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18728 members 
Mstep: Class 26 contains 17973 members 
Mstep: Class 27 contains 42484 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959148.000000 Penalty: 69531.039062
Iteration 217Q: 33 clusters Score -6.595915e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11015 members 
Mstep: Class 4 contains 13823 members 
Mstep: Class 5 contains 38126 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21141 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127936 members 
Mstep: Class 10 contains 24542 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6443 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13153 members 
Mstep: Class 16 contains 31375 members 
Mstep: Class 17 contains 6105 members 
Mstep: Class 18 contains 18427 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174046 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18727 members 
Mstep: Class 26 contains 17973 members 
Mstep: Class 27 contains 42488 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959204.000000 Penalty: 69531.039062
Iteration 218Q: 33 clusters Score -6.59592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11018 members 
Mstep: Class 4 contains 13822 members 
Mstep: Class 5 contains 38127 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127936 members 
Mstep: Class 10 contains 24542 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6444 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13149 members 
Mstep: Class 16 contains 31375 members 
Mstep: Class 17 contains 6104 members 
Mstep: Class 18 contains 18427 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174047 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18727 members 
Mstep: Class 26 contains 17973 members 
Mstep: Class 27 contains 42489 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959132.000000 Penalty: 69531.039062
Iteration 219Q: 33 clusters Score -6.595913e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11020 members 
Mstep: Class 4 contains 13822 members 
Mstep: Class 5 contains 38129 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127936 members 
Mstep: Class 10 contains 24543 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6444 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13146 members 
Mstep: Class 16 contains 31375 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18427 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174047 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18727 members 
Mstep: Class 26 contains 17973 members 
Mstep: Class 27 contains 42489 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959144.000000 Penalty: 69531.039062
Iteration 220F: 33 clusters Score -6.595914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11020 members 
Mstep: Class 4 contains 13822 members 
Mstep: Class 5 contains 38129 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127936 members 
Mstep: Class 10 contains 24544 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6444 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13143 members 
Mstep: Class 16 contains 31375 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18427 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174047 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18727 members 
Mstep: Class 26 contains 17973 members 
Mstep: Class 27 contains 42491 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959140.000000 Penalty: 69531.039062
Iteration 221Q: 33 clusters Score -6.595914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11020 members 
Mstep: Class 4 contains 13821 members 
Mstep: Class 5 contains 38129 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127936 members 
Mstep: Class 10 contains 24545 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6444 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13141 members 
Mstep: Class 16 contains 31375 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18427 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174047 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18727 members 
Mstep: Class 26 contains 17973 members 
Mstep: Class 27 contains 42493 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959144.000000 Penalty: 69531.039062
Iteration 222Q: 33 clusters Score -6.595914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11020 members 
Mstep: Class 4 contains 13821 members 
Mstep: Class 5 contains 38129 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127936 members 
Mstep: Class 10 contains 24548 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6444 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13136 members 
Mstep: Class 16 contains 31375 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18427 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174047 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18727 members 
Mstep: Class 26 contains 17973 members 
Mstep: Class 27 contains 42495 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959148.000000 Penalty: 69531.039062
Iteration 223Q: 33 clusters Score -6.595915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11020 members 
Mstep: Class 4 contains 13821 members 
Mstep: Class 5 contains 38129 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127936 members 
Mstep: Class 10 contains 24548 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6444 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13133 members 
Mstep: Class 16 contains 31375 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18427 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174047 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18727 members 
Mstep: Class 26 contains 17973 members 
Mstep: Class 27 contains 42498 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959156.000000 Penalty: 69531.039062
Iteration 224Q: 33 clusters Score -6.595916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11020 members 
Mstep: Class 4 contains 13821 members 
Mstep: Class 5 contains 38129 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127935 members 
Mstep: Class 10 contains 24548 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6444 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13132 members 
Mstep: Class 16 contains 31375 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18427 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174047 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18727 members 
Mstep: Class 26 contains 17973 members 
Mstep: Class 27 contains 42500 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959148.000000 Penalty: 69531.039062
Iteration 225Q: 33 clusters Score -6.595915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11020 members 
Mstep: Class 4 contains 13821 members 
Mstep: Class 5 contains 38129 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127935 members 
Mstep: Class 10 contains 24547 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6444 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13129 members 
Mstep: Class 16 contains 31374 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18427 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174047 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18727 members 
Mstep: Class 26 contains 17973 members 
Mstep: Class 27 contains 42505 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959140.000000 Penalty: 69531.039062
Iteration 226Q: 33 clusters Score -6.595914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11020 members 
Mstep: Class 4 contains 13821 members 
Mstep: Class 5 contains 38129 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127935 members 
Mstep: Class 10 contains 24547 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6444 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13127 members 
Mstep: Class 16 contains 31375 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18427 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174047 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18727 members 
Mstep: Class 26 contains 17973 members 
Mstep: Class 27 contains 42506 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959156.000000 Penalty: 69531.039062
Iteration 227Q: 33 clusters Score -6.595916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11020 members 
Mstep: Class 4 contains 13820 members 
Mstep: Class 5 contains 38128 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127935 members 
Mstep: Class 10 contains 24548 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6445 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13125 members 
Mstep: Class 16 contains 31375 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18427 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174047 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18727 members 
Mstep: Class 26 contains 17973 members 
Mstep: Class 27 contains 42508 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959156.000000 Penalty: 69531.039062
Iteration 228Q: 33 clusters Score -6.595916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11020 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 38128 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127935 members 
Mstep: Class 10 contains 24549 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6445 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13122 members 
Mstep: Class 16 contains 31375 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18427 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174047 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18727 members 
Mstep: Class 26 contains 17973 members 
Mstep: Class 27 contains 42511 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959148.000000 Penalty: 69531.039062
Iteration 229Q: 33 clusters Score -6.595915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11020 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 38128 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127935 members 
Mstep: Class 10 contains 24548 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6446 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13122 members 
Mstep: Class 16 contains 31375 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18427 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174047 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18727 members 
Mstep: Class 26 contains 17973 members 
Mstep: Class 27 contains 42511 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959172.000000 Penalty: 69531.039062
Iteration 230Q: 33 clusters Score -6.595917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11020 members 
Mstep: Class 4 contains 13818 members 
Mstep: Class 5 contains 38128 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127935 members 
Mstep: Class 10 contains 24547 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6447 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13122 members 
Mstep: Class 16 contains 31375 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18427 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174047 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18727 members 
Mstep: Class 26 contains 17973 members 
Mstep: Class 27 contains 42512 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959164.000000 Penalty: 69531.039062
Iteration 231Q: 33 clusters Score -6.595916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11020 members 
Mstep: Class 4 contains 13817 members 
Mstep: Class 5 contains 38129 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127935 members 
Mstep: Class 10 contains 24548 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6447 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13118 members 
Mstep: Class 16 contains 31375 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18427 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174047 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18727 members 
Mstep: Class 26 contains 17973 members 
Mstep: Class 27 contains 42515 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959156.000000 Penalty: 69531.039062
Iteration 232Q: 33 clusters Score -6.595916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11020 members 
Mstep: Class 4 contains 13818 members 
Mstep: Class 5 contains 38129 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127935 members 
Mstep: Class 10 contains 24547 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6448 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13109 members 
Mstep: Class 16 contains 31375 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18425 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174047 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18727 members 
Mstep: Class 26 contains 17973 members 
Mstep: Class 27 contains 42525 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959184.000000 Penalty: 69531.039062
Iteration 233Q: 33 clusters Score -6.595918e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11021 members 
Mstep: Class 4 contains 13820 members 
Mstep: Class 5 contains 38129 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127935 members 
Mstep: Class 10 contains 24548 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6449 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13102 members 
Mstep: Class 16 contains 31374 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18423 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174047 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18727 members 
Mstep: Class 26 contains 17972 members 
Mstep: Class 27 contains 42531 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959176.000000 Penalty: 69531.039062
Iteration 234Q: 33 clusters Score -6.595918e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11022 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 38129 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127935 members 
Mstep: Class 10 contains 24549 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6449 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13097 members 
Mstep: Class 16 contains 31374 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18420 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174047 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18728 members 
Mstep: Class 26 contains 17972 members 
Mstep: Class 27 contains 42536 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959140.000000 Penalty: 69531.039062
Iteration 235Q: 33 clusters Score -6.595914e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11024 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 38129 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127935 members 
Mstep: Class 10 contains 24554 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6449 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13086 members 
Mstep: Class 16 contains 31374 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18418 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174047 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18728 members 
Mstep: Class 26 contains 17972 members 
Mstep: Class 27 contains 42542 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959168.000000 Penalty: 69531.039062
Iteration 236Q: 33 clusters Score -6.595917e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11027 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 38128 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127936 members 
Mstep: Class 10 contains 24555 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6449 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13072 members 
Mstep: Class 16 contains 31374 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18418 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174047 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18727 members 
Mstep: Class 26 contains 17972 members 
Mstep: Class 27 contains 42553 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959176.000000 Penalty: 69531.039062
Iteration 237Q: 33 clusters Score -6.595918e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11031 members 
Mstep: Class 4 contains 13821 members 
Mstep: Class 5 contains 38128 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127936 members 
Mstep: Class 10 contains 24557 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6449 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13057 members 
Mstep: Class 16 contains 31373 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18418 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174047 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18727 members 
Mstep: Class 26 contains 17972 members 
Mstep: Class 27 contains 42561 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959176.000000 Penalty: 69531.039062
Iteration 238Q: 33 clusters Score -6.595918e+07 nChanged 23
Entering ConstructFrom: 
Score: -65959176.000000 Penalty: 69531.039062
Entering ConstructFrom: 
Trying to split cluster 1 (2122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Entering Unmasked Estep 
Score: -207110.859375 Penalty: 1244.768555
	Iteration 0F: 2 clusters Score -207110.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -204907.218750 Penalty: 2489.537109
	Iteration 0F: 3 clusters Score -204907.2 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -205370.187500 Penalty: 2489.537109
	Iteration 1F: 3 clusters Score -205370.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -205486.968750 Penalty: 2489.537109
	Iteration 2F: 3 clusters Score -205487 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -205568.015625 Penalty: 2489.537109
	Iteration 3F: 3 clusters Score -205568 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -205669.296875 Penalty: 2489.537109
	Iteration 4Q: 3 clusters Score -205669.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -205809.625000 Penalty: 2489.537109
	Iteration 5F: 3 clusters Score -205809.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -205929.421875 Penalty: 2489.537109
	Iteration 6F: 3 clusters Score -205929.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -206032.250000 Penalty: 2489.537109
	Iteration 7Q: 3 clusters Score -206032.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -206120.500000 Penalty: 2489.537109
	Iteration 8Q: 3 clusters Score -206120.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -206204.359375 Penalty: 2489.537109
	Iteration 9Q: 3 clusters Score -206204.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -206268.046875 Penalty: 2489.537109
	Iteration 10Q: 3 clusters Score -206268 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -206297.046875 Penalty: 2489.537109
	Iteration 11Q: 3 clusters Score -206297 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -206312.031250 Penalty: 2489.537109
	Iteration 12Q: 3 clusters Score -206312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -206320.875000 Penalty: 2489.537109
	Iteration 13Q: 3 clusters Score -206320.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -206341.437500 Penalty: 2489.537109
	Iteration 14Q: 3 clusters Score -206341.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -206367.671875 Penalty: 2489.537109
	Iteration 15Q: 3 clusters Score -206367.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -206390.515625 Penalty: 2489.537109
	Iteration 16Q: 3 clusters Score -206390.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -206400.984375 Penalty: 2489.537109
	Iteration 17Q: 3 clusters Score -206401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -206408.218750 Penalty: 2489.537109
	Iteration 18Q: 3 clusters Score -206408.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -206410.187500 Penalty: 2489.537109
	Iteration 19Q: 3 clusters Score -206410.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -206411.546875 Penalty: 2489.537109
	Iteration 20F: 3 clusters Score -206411.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -206413.062500 Penalty: 2489.537109
	Iteration 21Q: 3 clusters Score -206413.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -206416.343750 Penalty: 2489.537109
	Iteration 22Q: 3 clusters Score -206416.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -206417.703125 Penalty: 2489.537109
	Iteration 23Q: 3 clusters Score -206417.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -206419.015625 Penalty: 2489.537109
	Iteration 24Q: 3 clusters Score -206419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -206419.921875 Penalty: 2489.537109
	Iteration 25Q: 3 clusters Score -206419.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -206421.328125 Penalty: 2489.537109
	Iteration 26Q: 3 clusters Score -206421.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -206422.718750 Penalty: 2489.537109
	Iteration 27Q: 3 clusters Score -206422.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -206423.921875 Penalty: 2489.537109
	Iteration 28Q: 3 clusters Score -206423.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -206425.156250 Penalty: 2489.537109
	Iteration 29Q: 3 clusters Score -206425.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -206425.937500 Penalty: 2489.537109
	Iteration 30Q: 3 clusters Score -206425.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -206426.625000 Penalty: 2489.537109
	Iteration 31Q: 3 clusters Score -206426.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -206426.906250 Penalty: 2489.537109
	Iteration 32Q: 3 clusters Score -206426.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -206427.453125 Penalty: 2489.537109
	Iteration 33Q: 3 clusters Score -206427.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -206427.484375 Penalty: 2489.537109
	Iteration 34Q: 3 clusters Score -206427.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -206427.484375 Penalty: 2489.537109
	Iteration 35F: 3 clusters Score -206427.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -77418.679688 Penalty: 1085.026123
	Iteration 0F: 2 clusters Score -77418.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -76131.867188 Penalty: 2170.052246
	Iteration 0F: 3 clusters Score -76131.87 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -76419.726562 Penalty: 2170.052246
	Iteration 1F: 3 clusters Score -76419.73 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -76528.328125 Penalty: 2170.052246
	Iteration 2F: 3 clusters Score -76528.33 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -76603.695312 Penalty: 2170.052246
	Iteration 3F: 3 clusters Score -76603.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -76672.898438 Penalty: 2170.052246
	Iteration 4Q: 3 clusters Score -76672.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -76744.796875 Penalty: 2170.052246
	Iteration 5Q: 3 clusters Score -76744.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -76785.757812 Penalty: 2170.052246
	Iteration 6Q: 3 clusters Score -76785.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -76839.250000 Penalty: 2170.052246
	Iteration 7Q: 3 clusters Score -76839.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -76875.406250 Penalty: 2170.052246
	Iteration 8Q: 3 clusters Score -76875.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -76947.671875 Penalty: 2170.052246
	Iteration 9Q: 3 clusters Score -76947.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -77023.914062 Penalty: 2170.052246
	Iteration 10Q: 3 clusters Score -77023.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77108.609375 Penalty: 2170.052246
	Iteration 11Q: 3 clusters Score -77108.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -77172.218750 Penalty: 2170.052246
	Iteration 12Q: 3 clusters Score -77172.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -77227.320312 Penalty: 2170.052246
	Iteration 13Q: 3 clusters Score -77227.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -77253.078125 Penalty: 2170.052246
	Iteration 14Q: 3 clusters Score -77253.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -77265.953125 Penalty: 2170.052246
	Iteration 15Q: 3 clusters Score -77265.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -77280.156250 Penalty: 2170.052246
	Iteration 16Q: 3 clusters Score -77280.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -77286.710938 Penalty: 2170.052246
	Iteration 17Q: 3 clusters Score -77286.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -77290.117188 Penalty: 2170.052246
	Iteration 18Q: 3 clusters Score -77290.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -77290.117188 Penalty: 2170.052246
	Iteration 19F: 3 clusters Score -77290.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Entering Unmasked Estep 
Score: -1162193.250000 Penalty: 1512.684448
	Iteration 0F: 2 clusters Score -1162193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1154398.375000 Penalty: 3025.368896
	Iteration 0F: 3 clusters Score -1154398 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1157113.750000 Penalty: 3025.368896
	Iteration 1F: 3 clusters Score -1157114 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1157684.750000 Penalty: 3025.368896
	Iteration 2F: 3 clusters Score -1157685 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1158474.625000 Penalty: 3025.368896
	Iteration 3F: 3 clusters Score -1158475 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1159354.125000 Penalty: 3025.368896
	Iteration 4F: 3 clusters Score -1159354 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1160032.750000 Penalty: 3025.368896
	Iteration 5F: 3 clusters Score -1160033 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1160390.000000 Penalty: 3025.368896
	Iteration 6F: 3 clusters Score -1160390 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1160573.000000 Penalty: 3025.368896
	Iteration 7Q: 3 clusters Score -1160573 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1160667.125000 Penalty: 3025.368896
	Iteration 8Q: 3 clusters Score -1160667 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1160743.750000 Penalty: 3025.368896
	Iteration 9Q: 3 clusters Score -1160744 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1160797.875000 Penalty: 3025.368896
	Iteration 10Q: 3 clusters Score -1160798 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1160842.250000 Penalty: 3025.368896
	Iteration 11Q: 3 clusters Score -1160842 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1160876.375000 Penalty: 3025.368896
	Iteration 12Q: 3 clusters Score -1160876 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1160911.000000 Penalty: 3025.368896
	Iteration 13Q: 3 clusters Score -1160911 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1160953.000000 Penalty: 3025.368896
	Iteration 14Q: 3 clusters Score -1160953 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1160989.375000 Penalty: 3025.368896
	Iteration 15Q: 3 clusters Score -1160989 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1161020.125000 Penalty: 3025.368896
	Iteration 16Q: 3 clusters Score -1161020 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1161034.750000 Penalty: 3025.368896
	Iteration 17Q: 3 clusters Score -1161035 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1161049.375000 Penalty: 3025.368896
	Iteration 18Q: 3 clusters Score -1161049 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1161064.875000 Penalty: 3025.368896
	Iteration 19Q: 3 clusters Score -1161065 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1161076.625000 Penalty: 3025.368896
	Iteration 20F: 3 clusters Score -1161077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1161080.250000 Penalty: 3025.368896
	Iteration 21Q: 3 clusters Score -1161080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1161083.750000 Penalty: 3025.368896
	Iteration 22Q: 3 clusters Score -1161084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1161086.500000 Penalty: 3025.368896
	Iteration 23Q: 3 clusters Score -1161086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1161086.875000 Penalty: 3025.368896
	Iteration 24Q: 3 clusters Score -1161087 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1161094.500000 Penalty: 3025.368896
	Iteration 25Q: 3 clusters Score -1161094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1161103.000000 Penalty: 3025.368896
	Iteration 26Q: 3 clusters Score -1161103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1161112.250000 Penalty: 3025.368896
	Iteration 27Q: 3 clusters Score -1161112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1161122.375000 Penalty: 3025.368896
	Iteration 28Q: 3 clusters Score -1161122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1161129.625000 Penalty: 3025.368896
	Iteration 29Q: 3 clusters Score -1161130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1161135.250000 Penalty: 3025.368896
	Iteration 30Q: 3 clusters Score -1161135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1161142.875000 Penalty: 3025.368896
	Iteration 31Q: 3 clusters Score -1161143 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1161151.000000 Penalty: 3025.368896
	Iteration 32Q: 3 clusters Score -1161151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1161160.125000 Penalty: 3025.368896
	Iteration 33Q: 3 clusters Score -1161160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1161169.250000 Penalty: 3025.368896
	Iteration 34Q: 3 clusters Score -1161169 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1161180.875000 Penalty: 3025.368896
	Iteration 35Q: 3 clusters Score -1161181 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1161192.500000 Penalty: 3025.368896
	Iteration 36Q: 3 clusters Score -1161192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1161207.750000 Penalty: 3025.368896
	Iteration 37Q: 3 clusters Score -1161208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1161220.750000 Penalty: 3025.368896
	Iteration 38Q: 3 clusters Score -1161221 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1161238.000000 Penalty: 3025.368896
	Iteration 39Q: 3 clusters Score -1161238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1161274.500000 Penalty: 3025.368896
	Iteration 40F: 3 clusters Score -1161274 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1161304.250000 Penalty: 3025.368896
	Iteration 41Q: 3 clusters Score -1161304 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1161317.750000 Penalty: 3025.368896
	Iteration 42Q: 3 clusters Score -1161318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1161329.125000 Penalty: 3025.368896
	Iteration 43Q: 3 clusters Score -1161329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1161339.250000 Penalty: 3025.368896
	Iteration 44Q: 3 clusters Score -1161339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1161341.750000 Penalty: 3025.368896
	Iteration 45Q: 3 clusters Score -1161342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1161345.375000 Penalty: 3025.368896
	Iteration 46Q: 3 clusters Score -1161345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1161347.125000 Penalty: 3025.368896
	Iteration 47Q: 3 clusters Score -1161347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1161348.750000 Penalty: 3025.368896
	Iteration 48Q: 3 clusters Score -1161349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1161349.250000 Penalty: 3025.368896
	Iteration 49Q: 3 clusters Score -1161349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1161349.250000 Penalty: 3025.368896
	Iteration 50Q: 3 clusters Score -1161349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1161350.000000 Penalty: 3025.368896
	Iteration 51Q: 3 clusters Score -1161350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1161351.875000 Penalty: 3025.368896
	Iteration 52Q: 3 clusters Score -1161352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1161350.125000 Penalty: 3025.368896
	Iteration 53Q: 3 clusters Score -1161350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1161351.875000 Penalty: 3025.368896
	Iteration 54Q: 3 clusters Score -1161352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1161351.750000 Penalty: 3025.368896
	Iteration 55Q: 3 clusters Score -1161352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1161353.000000 Penalty: 3025.368896
	Iteration 56Q: 3 clusters Score -1161353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1161354.500000 Penalty: 3025.368896
	Iteration 57Q: 3 clusters Score -1161354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1161357.375000 Penalty: 3025.368896
	Iteration 58Q: 3 clusters Score -1161357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1161360.625000 Penalty: 3025.368896
	Iteration 59Q: 3 clusters Score -1161361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1161360.625000 Penalty: 3025.368896
	Iteration 60F: 3 clusters Score -1161361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1161360.250000 Penalty: 3025.368896
	Iteration 61Q: 3 clusters Score -1161360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1161360.250000 Penalty: 3025.368896
	Iteration 62F: 3 clusters Score -1161360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Entering Unmasked Estep 
Score: -1456875.875000 Penalty: 1549.277710
	Iteration 0F: 2 clusters Score -1456876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1447298.250000 Penalty: 3098.555420
	Iteration 0F: 3 clusters Score -1447298 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1450657.750000 Penalty: 3098.555420
	Iteration 1F: 3 clusters Score -1450658 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1450918.250000 Penalty: 3098.555420
	Iteration 2F: 3 clusters Score -1450918 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1451129.250000 Penalty: 3098.555420
	Iteration 3Q: 3 clusters Score -1451129 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1451311.500000 Penalty: 3098.555420
	Iteration 4Q: 3 clusters Score -1451312 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1451514.750000 Penalty: 3098.555420
	Iteration 5Q: 3 clusters Score -1451515 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1451737.750000 Penalty: 3098.555420
	Iteration 6Q: 3 clusters Score -1451738 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1452020.500000 Penalty: 3098.555420
	Iteration 7Q: 3 clusters Score -1452020 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1452365.125000 Penalty: 3098.555420
	Iteration 8Q: 3 clusters Score -1452365 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1452807.875000 Penalty: 3098.555420
	Iteration 9Q: 3 clusters Score -1452808 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1453323.875000 Penalty: 3098.555420
	Iteration 10F: 3 clusters Score -1453324 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1453840.500000 Penalty: 3098.555420
	Iteration 11Q: 3 clusters Score -1453840 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1454302.375000 Penalty: 3098.555420
	Iteration 12Q: 3 clusters Score -1454302 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1454692.375000 Penalty: 3098.555420
	Iteration 13Q: 3 clusters Score -1454692 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1454967.625000 Penalty: 3098.555420
	Iteration 14Q: 3 clusters Score -1454968 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1455172.375000 Penalty: 3098.555420
	Iteration 15Q: 3 clusters Score -1455172 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1455305.125000 Penalty: 3098.555420
	Iteration 16Q: 3 clusters Score -1455305 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1455396.500000 Penalty: 3098.555420
	Iteration 17Q: 3 clusters Score -1455396 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1455445.500000 Penalty: 3098.555420
	Iteration 18Q: 3 clusters Score -1455446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1455470.625000 Penalty: 3098.555420
	Iteration 19Q: 3 clusters Score -1455471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1455489.125000 Penalty: 3098.555420
	Iteration 20F: 3 clusters Score -1455489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1455502.500000 Penalty: 3098.555420
	Iteration 21Q: 3 clusters Score -1455502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1455512.750000 Penalty: 3098.555420
	Iteration 22Q: 3 clusters Score -1455513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1455526.250000 Penalty: 3098.555420
	Iteration 23Q: 3 clusters Score -1455526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1455537.125000 Penalty: 3098.555420
	Iteration 24Q: 3 clusters Score -1455537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1455543.250000 Penalty: 3098.555420
	Iteration 25Q: 3 clusters Score -1455543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1455547.750000 Penalty: 3098.555420
	Iteration 26Q: 3 clusters Score -1455548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1455551.375000 Penalty: 3098.555420
	Iteration 27Q: 3 clusters Score -1455551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1455550.750000 Penalty: 3098.555420
	Iteration 28Q: 3 clusters Score -1455551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1455551.000000 Penalty: 3098.555420
	Iteration 29Q: 3 clusters Score -1455551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1455551.750000 Penalty: 3098.555420
	Iteration 30Q: 3 clusters Score -1455552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1455552.375000 Penalty: 3098.555420
	Iteration 31Q: 3 clusters Score -1455552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1455552.375000 Penalty: 3098.555420
	Iteration 32F: 3 clusters Score -1455552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Entering Unmasked Estep 
Score: -3732889.750000 Penalty: 1714.168823
	Iteration 0F: 2 clusters Score -3732890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -3707375.750000 Penalty: 3428.337646
	Iteration 0F: 3 clusters Score -3707376 nChanged 17663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -3717297.750000 Penalty: 3428.337646
	Iteration 1F: 3 clusters Score -3717298 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -3718033.500000 Penalty: 3428.337646
	Iteration 2Q: 3 clusters Score -3718034 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -3718939.250000 Penalty: 3428.337646
	Iteration 3F: 3 clusters Score -3718939 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -3719850.500000 Penalty: 3428.337646
	Iteration 4F: 3 clusters Score -3719850 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -3720753.500000 Penalty: 3428.337646
	Iteration 5F: 3 clusters Score -3720754 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -3721665.000000 Penalty: 3428.337646
	Iteration 6F: 3 clusters Score -3721665 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -3722407.250000 Penalty: 3428.337646
	Iteration 7Q: 3 clusters Score -3722407 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -3723040.250000 Penalty: 3428.337646
	Iteration 8Q: 3 clusters Score -3723040 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -3723481.000000 Penalty: 3428.337646
	Iteration 9Q: 3 clusters Score -3723481 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -3723875.000000 Penalty: 3428.337646
	Iteration 10Q: 3 clusters Score -3723875 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -3724264.750000 Penalty: 3428.337646
	Iteration 11Q: 3 clusters Score -3724265 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -3724722.750000 Penalty: 3428.337646
	Iteration 12Q: 3 clusters Score -3724723 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -3725287.250000 Penalty: 3428.337646
	Iteration 13Q: 3 clusters Score -3725287 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -3726070.000000 Penalty: 3428.337646
	Iteration 14Q: 3 clusters Score -3726070 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -3726994.250000 Penalty: 3428.337646
	Iteration 15Q: 3 clusters Score -3726994 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -3728034.250000 Penalty: 3428.337646
	Iteration 16Q: 3 clusters Score -3728034 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -3729131.500000 Penalty: 3428.337646
	Iteration 17Q: 3 clusters Score -3729132 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -3730118.250000 Penalty: 3428.337646
	Iteration 18Q: 3 clusters Score -3730118 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -3730900.750000 Penalty: 3428.337646
	Iteration 19Q: 3 clusters Score -3730901 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -3731478.250000 Penalty: 3428.337646
	Iteration 20F: 3 clusters Score -3731478 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -3731946.000000 Penalty: 3428.337646
	Iteration 21Q: 3 clusters Score -3731946 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -3732253.250000 Penalty: 3428.337646
	Iteration 22Q: 3 clusters Score -3732253 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -3732432.000000 Penalty: 3428.337646
	Iteration 23Q: 3 clusters Score -3732432 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -3732517.250000 Penalty: 3428.337646
	Iteration 24Q: 3 clusters Score -3732517 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -3732557.500000 Penalty: 3428.337646
	Iteration 25Q: 3 clusters Score -3732558 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -3732580.750000 Penalty: 3428.337646
	Iteration 26Q: 3 clusters Score -3732581 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -3732600.500000 Penalty: 3428.337646
	Iteration 27Q: 3 clusters Score -3732600 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -3732603.250000 Penalty: 3428.337646
	Iteration 28Q: 3 clusters Score -3732603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -3732619.000000 Penalty: 3428.337646
	Iteration 29Q: 3 clusters Score -3732619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -3732627.250000 Penalty: 3428.337646
	Iteration 30Q: 3 clusters Score -3732627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -3732628.250000 Penalty: 3428.337646
	Iteration 31Q: 3 clusters Score -3732628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -3732633.000000 Penalty: 3428.337646
	Iteration 32Q: 3 clusters Score -3732633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -3732642.750000 Penalty: 3428.337646
	Iteration 33Q: 3 clusters Score -3732643 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -3732642.500000 Penalty: 3428.337646
	Iteration 34Q: 3 clusters Score -3732642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -3732646.250000 Penalty: 3428.337646
	Iteration 35Q: 3 clusters Score -3732646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -3732648.250000 Penalty: 3428.337646
	Iteration 36Q: 3 clusters Score -3732648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -3732650.000000 Penalty: 3428.337646
	Iteration 37Q: 3 clusters Score -3732650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -3732650.000000 Penalty: 3428.337646
	Iteration 38Q: 3 clusters Score -3732650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -3732653.000000 Penalty: 3428.337646
	Iteration 39Q: 3 clusters Score -3732653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -3732656.250000 Penalty: 3428.337646
	Iteration 40F: 3 clusters Score -3732656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -3732655.750000 Penalty: 3428.337646
	Iteration 41Q: 3 clusters Score -3732656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -3732655.750000 Penalty: 3428.337646
	Iteration 42F: 3 clusters Score -3732656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Entering Unmasked Estep 
Score: -256713.609375 Penalty: 1268.918457
	Iteration 0F: 2 clusters Score -256713.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -254358.093750 Penalty: 2537.836914
	Iteration 0F: 3 clusters Score -254358.1 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -254984.562500 Penalty: 2537.836914
	Iteration 1F: 3 clusters Score -254984.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -255245.796875 Penalty: 2537.836914
	Iteration 2F: 3 clusters Score -255245.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -255439.812500 Penalty: 2537.836914
	Iteration 3F: 3 clusters Score -255439.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -255568.921875 Penalty: 2537.836914
	Iteration 4F: 3 clusters Score -255568.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -255640.656250 Penalty: 2537.836914
	Iteration 5Q: 3 clusters Score -255640.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -255694.531250 Penalty: 2537.836914
	Iteration 6Q: 3 clusters Score -255694.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -255742.312500 Penalty: 2537.836914
	Iteration 7Q: 3 clusters Score -255742.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -255789.437500 Penalty: 2537.836914
	Iteration 8Q: 3 clusters Score -255789.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -255819.343750 Penalty: 2537.836914
	Iteration 9Q: 3 clusters Score -255819.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -255837.171875 Penalty: 2537.836914
	Iteration 10Q: 3 clusters Score -255837.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -255852.750000 Penalty: 2537.836914
	Iteration 11Q: 3 clusters Score -255852.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -255860.421875 Penalty: 2537.836914
	Iteration 12Q: 3 clusters Score -255860.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -255865.734375 Penalty: 2537.836914
	Iteration 13Q: 3 clusters Score -255865.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -255870.906250 Penalty: 2537.836914
	Iteration 14Q: 3 clusters Score -255870.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -255873.390625 Penalty: 2537.836914
	Iteration 15Q: 3 clusters Score -255873.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -255875.000000 Penalty: 2537.836914
	Iteration 16Q: 3 clusters Score -255875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -255875.953125 Penalty: 2537.836914
	Iteration 17Q: 3 clusters Score -255876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -255876.187500 Penalty: 2537.836914
	Iteration 18Q: 3 clusters Score -255876.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -255876.984375 Penalty: 2537.836914
	Iteration 19Q: 3 clusters Score -255877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -255877.437500 Penalty: 2537.836914
	Iteration 20F: 3 clusters Score -255877.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -255879.312500 Penalty: 2537.836914
	Iteration 21Q: 3 clusters Score -255879.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -255880.156250 Penalty: 2537.836914
	Iteration 22Q: 3 clusters Score -255880.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -255880.156250 Penalty: 2537.836914
	Iteration 23F: 3 clusters Score -255880.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Entering Unmasked Estep 
Score: -2241568.500000 Penalty: 1618.324829
	Iteration 0F: 2 clusters Score -2241568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2227173.250000 Penalty: 3236.649658
	Iteration 0F: 3 clusters Score -2227173 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2232781.000000 Penalty: 3236.649658
	Iteration 1F: 3 clusters Score -2232781 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2233413.000000 Penalty: 3236.649658
	Iteration 2F: 3 clusters Score -2233413 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2234065.500000 Penalty: 3236.649658
	Iteration 3F: 3 clusters Score -2234066 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2234767.250000 Penalty: 3236.649658
	Iteration 4F: 3 clusters Score -2234767 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2235585.500000 Penalty: 3236.649658
	Iteration 5F: 3 clusters Score -2235586 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2236447.750000 Penalty: 3236.649658
	Iteration 6F: 3 clusters Score -2236448 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2237335.750000 Penalty: 3236.649658
	Iteration 7F: 3 clusters Score -2237336 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2238181.750000 Penalty: 3236.649658
	Iteration 8F: 3 clusters Score -2238182 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2238985.250000 Penalty: 3236.649658
	Iteration 9Q: 3 clusters Score -2238985 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2239585.500000 Penalty: 3236.649658
	Iteration 10Q: 3 clusters Score -2239586 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2239934.000000 Penalty: 3236.649658
	Iteration 11Q: 3 clusters Score -2239934 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2240157.750000 Penalty: 3236.649658
	Iteration 12Q: 3 clusters Score -2240158 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2240324.000000 Penalty: 3236.649658
	Iteration 13Q: 3 clusters Score -2240324 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2240446.750000 Penalty: 3236.649658
	Iteration 14Q: 3 clusters Score -2240447 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2240551.500000 Penalty: 3236.649658
	Iteration 15Q: 3 clusters Score -2240552 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2240620.000000 Penalty: 3236.649658
	Iteration 16Q: 3 clusters Score -2240620 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2240655.000000 Penalty: 3236.649658
	Iteration 17Q: 3 clusters Score -2240655 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2240681.500000 Penalty: 3236.649658
	Iteration 18Q: 3 clusters Score -2240682 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2240714.500000 Penalty: 3236.649658
	Iteration 19Q: 3 clusters Score -2240714 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2240742.750000 Penalty: 3236.649658
	Iteration 20F: 3 clusters Score -2240743 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2240767.500000 Penalty: 3236.649658
	Iteration 21Q: 3 clusters Score -2240768 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2240789.750000 Penalty: 3236.649658
	Iteration 22Q: 3 clusters Score -2240790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2240811.500000 Penalty: 3236.649658
	Iteration 23Q: 3 clusters Score -2240812 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2240834.250000 Penalty: 3236.649658
	Iteration 24Q: 3 clusters Score -2240834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2240834.750000 Penalty: 3236.649658
	Iteration 25Q: 3 clusters Score -2240835 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2240843.750000 Penalty: 3236.649658
	Iteration 26Q: 3 clusters Score -2240844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2240850.250000 Penalty: 3236.649658
	Iteration 27Q: 3 clusters Score -2240850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2240853.750000 Penalty: 3236.649658
	Iteration 28Q: 3 clusters Score -2240854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2240859.750000 Penalty: 3236.649658
	Iteration 29Q: 3 clusters Score -2240860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2240861.750000 Penalty: 3236.649658
	Iteration 30Q: 3 clusters Score -2240862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2240863.250000 Penalty: 3236.649658
	Iteration 31Q: 3 clusters Score -2240863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2240861.250000 Penalty: 3236.649658
	Iteration 32Q: 3 clusters Score -2240861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2240865.250000 Penalty: 3236.649658
	Iteration 33Q: 3 clusters Score -2240865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2240867.250000 Penalty: 3236.649658
	Iteration 34Q: 3 clusters Score -2240867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2240869.000000 Penalty: 3236.649658
	Iteration 35Q: 3 clusters Score -2240869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2240869.000000 Penalty: 3236.649658
	Iteration 36Q: 3 clusters Score -2240869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2240871.750000 Penalty: 3236.649658
	Iteration 37Q: 3 clusters Score -2240872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2240869.500000 Penalty: 3236.649658
	Iteration 38Q: 3 clusters Score -2240870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2240869.250000 Penalty: 3236.649658
	Iteration 39Q: 3 clusters Score -2240869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2240869.000000 Penalty: 3236.649658
	Iteration 40F: 3 clusters Score -2240869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2240872.250000 Penalty: 3236.649658
	Iteration 41Q: 3 clusters Score -2240872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2240873.500000 Penalty: 3236.649658
	Iteration 42Q: 3 clusters Score -2240874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2240872.500000 Penalty: 3236.649658
	Iteration 43Q: 3 clusters Score -2240872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2240875.000000 Penalty: 3236.649658
	Iteration 44Q: 3 clusters Score -2240875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2240881.000000 Penalty: 3236.649658
	Iteration 45Q: 3 clusters Score -2240881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2240881.750000 Penalty: 3236.649658
	Iteration 46Q: 3 clusters Score -2240882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2240883.500000 Penalty: 3236.649658
	Iteration 47Q: 3 clusters Score -2240884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2240882.250000 Penalty: 3236.649658
	Iteration 48Q: 3 clusters Score -2240882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2240883.500000 Penalty: 3236.649658
	Iteration 49Q: 3 clusters Score -2240884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2240887.750000 Penalty: 3236.649658
	Iteration 50Q: 3 clusters Score -2240888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2240890.250000 Penalty: 3236.649658
	Iteration 51Q: 3 clusters Score -2240890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2240887.500000 Penalty: 3236.649658
	Iteration 52Q: 3 clusters Score -2240888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2240886.250000 Penalty: 3236.649658
	Iteration 53Q: 3 clusters Score -2240886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2240888.250000 Penalty: 3236.649658
	Iteration 54Q: 3 clusters Score -2240888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2240889.750000 Penalty: 3236.649658
	Iteration 55Q: 3 clusters Score -2240890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2240893.250000 Penalty: 3236.649658
	Iteration 56Q: 3 clusters Score -2240893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2240889.250000 Penalty: 3236.649658
	Iteration 57Q: 3 clusters Score -2240889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2240889.500000 Penalty: 3236.649658
	Iteration 58Q: 3 clusters Score -2240890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2240893.750000 Penalty: 3236.649658
	Iteration 59Q: 3 clusters Score -2240894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2240892.500000 Penalty: 3236.649658
	Iteration 60F: 3 clusters Score -2240892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2240893.250000 Penalty: 3236.649658
	Iteration 61Q: 3 clusters Score -2240893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2240892.500000 Penalty: 3236.649658
	Iteration 62Q: 3 clusters Score -2240892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2240892.500000 Penalty: 3236.649658
	Iteration 63F: 3 clusters Score -2240892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Entering Unmasked Estep 
Score: -227290.796875 Penalty: 1251.444946
	Iteration 0F: 2 clusters Score -227290.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -225090.406250 Penalty: 2502.889893
	Iteration 0F: 3 clusters Score -225090.4 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -225653.328125 Penalty: 2502.889893
	Iteration 1F: 3 clusters Score -225653.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -225823.421875 Penalty: 2502.889893
	Iteration 2F: 3 clusters Score -225823.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -225940.453125 Penalty: 2502.889893
	Iteration 3F: 3 clusters Score -225940.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -226041.734375 Penalty: 2502.889893
	Iteration 4F: 3 clusters Score -226041.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -226144.734375 Penalty: 2502.889893
	Iteration 5F: 3 clusters Score -226144.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -226250.859375 Penalty: 2502.889893
	Iteration 6Q: 3 clusters Score -226250.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -226334.375000 Penalty: 2502.889893
	Iteration 7Q: 3 clusters Score -226334.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -226404.203125 Penalty: 2502.889893
	Iteration 8Q: 3 clusters Score -226404.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -226466.640625 Penalty: 2502.889893
	Iteration 9Q: 3 clusters Score -226466.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -226531.140625 Penalty: 2502.889893
	Iteration 10Q: 3 clusters Score -226531.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -226571.687500 Penalty: 2502.889893
	Iteration 11Q: 3 clusters Score -226571.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -226603.609375 Penalty: 2502.889893
	Iteration 12Q: 3 clusters Score -226603.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -226627.390625 Penalty: 2502.889893
	Iteration 13Q: 3 clusters Score -226627.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -226638.484375 Penalty: 2502.889893
	Iteration 14Q: 3 clusters Score -226638.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -226642.015625 Penalty: 2502.889893
	Iteration 15Q: 3 clusters Score -226642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -226645.765625 Penalty: 2502.889893
	Iteration 16Q: 3 clusters Score -226645.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -226646.843750 Penalty: 2502.889893
	Iteration 17Q: 3 clusters Score -226646.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -226647.828125 Penalty: 2502.889893
	Iteration 18Q: 3 clusters Score -226647.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -226649.125000 Penalty: 2502.889893
	Iteration 19Q: 3 clusters Score -226649.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -226649.953125 Penalty: 2502.889893
	Iteration 20F: 3 clusters Score -226650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -226651.000000 Penalty: 2502.889893
	Iteration 21Q: 3 clusters Score -226651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -226653.203125 Penalty: 2502.889893
	Iteration 22Q: 3 clusters Score -226653.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -226653.203125 Penalty: 2502.889893
	Iteration 23F: 3 clusters Score -226653.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (127936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127936 members 
Entering Unmasked Estep 
Score: -13735531.000000 Penalty: 1910.883789
	Iteration 0F: 2 clusters Score -1.373553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64003 members 
Mstep: Class 2 contains 63933 members 
Entering Unmasked Estep 
Score: -13649960.000000 Penalty: 3821.767578
	Iteration 0F: 3 clusters Score -1.364996e+07 nChanged 61548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66379 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -13685631.000000 Penalty: 3821.767578
	Iteration 1F: 3 clusters Score -1.368563e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67695 members 
Mstep: Class 2 contains 60241 members 
Entering Unmasked Estep 
Score: -13686211.000000 Penalty: 3821.767578
	Iteration 2Q: 3 clusters Score -1.368621e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69762 members 
Mstep: Class 2 contains 58174 members 
Entering Unmasked Estep 
Score: -13687292.000000 Penalty: 3821.767578
	Iteration 3Q: 3 clusters Score -1.368729e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72963 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
Score: -13688936.000000 Penalty: 3821.767578
	Iteration 4Q: 3 clusters Score -1.368894e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77851 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -13691856.000000 Penalty: 3821.767578
	Iteration 5Q: 3 clusters Score -1.369186e+07 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84829 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -13696866.000000 Penalty: 3821.767578
	Iteration 6F: 3 clusters Score -1.369687e+07 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93655 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -13704265.000000 Penalty: 3821.767578
	Iteration 7F: 3 clusters Score -1.370426e+07 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103131 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -13712935.000000 Penalty: 3821.767578
	Iteration 8F: 3 clusters Score -1.371294e+07 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111250 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -13720742.000000 Penalty: 3821.767578
	Iteration 9F: 3 clusters Score -1.372074e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116950 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -13726172.000000 Penalty: 3821.767578
	Iteration 10Q: 3 clusters Score -1.372617e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120279 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -13729415.000000 Penalty: 3821.767578
	Iteration 11Q: 3 clusters Score -1.372942e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122051 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -13731155.000000 Penalty: 3821.767578
	Iteration 12Q: 3 clusters Score -1.373116e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123143 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -13732316.000000 Penalty: 3821.767578
	Iteration 13Q: 3 clusters Score -1.373232e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123838 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -13732902.000000 Penalty: 3821.767578
	Iteration 14Q: 3 clusters Score -1.37329e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124301 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -13733251.000000 Penalty: 3821.767578
	Iteration 15Q: 3 clusters Score -1.373325e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124656 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -13733498.000000 Penalty: 3821.767578
	Iteration 16Q: 3 clusters Score -1.37335e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124930 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -13733692.000000 Penalty: 3821.767578
	Iteration 17Q: 3 clusters Score -1.373369e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125157 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -13733811.000000 Penalty: 3821.767578
	Iteration 18Q: 3 clusters Score -1.373381e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125331 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -13733894.000000 Penalty: 3821.767578
	Iteration 19Q: 3 clusters Score -1.373389e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125447 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -13733939.000000 Penalty: 3821.767578
	Iteration 20F: 3 clusters Score -1.373394e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125537 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -13733965.000000 Penalty: 3821.767578
	Iteration 21Q: 3 clusters Score -1.373396e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125610 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -13734007.000000 Penalty: 3821.767578
	Iteration 22Q: 3 clusters Score -1.373401e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125678 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -13734031.000000 Penalty: 3821.767578
	Iteration 23Q: 3 clusters Score -1.373403e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125733 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -13734080.000000 Penalty: 3821.767578
	Iteration 24Q: 3 clusters Score -1.373408e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125783 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -13734097.000000 Penalty: 3821.767578
	Iteration 25Q: 3 clusters Score -1.37341e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125828 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -13734109.000000 Penalty: 3821.767578
	Iteration 26Q: 3 clusters Score -1.373411e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125867 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -13734094.000000 Penalty: 3821.767578
	Iteration 27Q: 3 clusters Score -1.373409e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125902 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -13734111.000000 Penalty: 3821.767578
	Iteration 28Q: 3 clusters Score -1.373411e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125924 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -13734125.000000 Penalty: 3821.767578
	Iteration 29Q: 3 clusters Score -1.373412e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125942 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -13734135.000000 Penalty: 3821.767578
	Iteration 30Q: 3 clusters Score -1.373414e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125957 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -13734158.000000 Penalty: 3821.767578
	Iteration 31Q: 3 clusters Score -1.373416e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125978 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -13734144.000000 Penalty: 3821.767578
	Iteration 32Q: 3 clusters Score -1.373414e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125997 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -13734164.000000 Penalty: 3821.767578
	Iteration 33Q: 3 clusters Score -1.373416e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126015 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -13734176.000000 Penalty: 3821.767578
	Iteration 34Q: 3 clusters Score -1.373418e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126028 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -13734181.000000 Penalty: 3821.767578
	Iteration 35Q: 3 clusters Score -1.373418e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126044 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -13734176.000000 Penalty: 3821.767578
	Iteration 36Q: 3 clusters Score -1.373418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126059 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -13734182.000000 Penalty: 3821.767578
	Iteration 37Q: 3 clusters Score -1.373418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126072 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -13734178.000000 Penalty: 3821.767578
	Iteration 38Q: 3 clusters Score -1.373418e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126088 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -13734174.000000 Penalty: 3821.767578
	Iteration 39Q: 3 clusters Score -1.373417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126096 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -13734178.000000 Penalty: 3821.767578
	Iteration 40F: 3 clusters Score -1.373418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126105 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -13734199.000000 Penalty: 3821.767578
	Iteration 41Q: 3 clusters Score -1.37342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126108 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -13734199.000000 Penalty: 3821.767578
	Iteration 42Q: 3 clusters Score -1.37342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126110 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -13734205.000000 Penalty: 3821.767578
	Iteration 43Q: 3 clusters Score -1.37342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126113 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -13734204.000000 Penalty: 3821.767578
	Iteration 44Q: 3 clusters Score -1.37342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126114 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -13734209.000000 Penalty: 3821.767578
	Iteration 45Q: 3 clusters Score -1.373421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126115 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -13734210.000000 Penalty: 3821.767578
	Iteration 46Q: 3 clusters Score -1.373421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126118 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -13734212.000000 Penalty: 3821.767578
	Iteration 47Q: 3 clusters Score -1.373421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126119 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -13734205.000000 Penalty: 3821.767578
	Iteration 48Q: 3 clusters Score -1.37342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126120 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -13734209.000000 Penalty: 3821.767578
	Iteration 49Q: 3 clusters Score -1.373421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126120 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -13734209.000000 Penalty: 3821.767578
	Iteration 50F: 3 clusters Score -1.373421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Entering Unmasked Estep 
Score: -2609570.000000 Penalty: 1642.678955
	Iteration 0F: 2 clusters Score -2609570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2592979.500000 Penalty: 3285.357910
	Iteration 0F: 3 clusters Score -2592980 nChanged 11118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2599021.500000 Penalty: 3285.357910
	Iteration 1F: 3 clusters Score -2599022 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2599374.250000 Penalty: 3285.357910
	Iteration 2Q: 3 clusters Score -2599374 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2599662.500000 Penalty: 3285.357910
	Iteration 3Q: 3 clusters Score -2599662 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2599914.750000 Penalty: 3285.357910
	Iteration 4Q: 3 clusters Score -2599915 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2600157.500000 Penalty: 3285.357910
	Iteration 5Q: 3 clusters Score -2600158 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2600445.750000 Penalty: 3285.357910
	Iteration 6Q: 3 clusters Score -2600446 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2600791.250000 Penalty: 3285.357910
	Iteration 7Q: 3 clusters Score -2600791 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2601261.250000 Penalty: 3285.357910
	Iteration 8Q: 3 clusters Score -2601261 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2601929.750000 Penalty: 3285.357910
	Iteration 9Q: 3 clusters Score -2601930 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2602901.500000 Penalty: 3285.357910
	Iteration 10F: 3 clusters Score -2602902 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2604024.000000 Penalty: 3285.357910
	Iteration 11F: 3 clusters Score -2604024 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2605081.000000 Penalty: 3285.357910
	Iteration 12F: 3 clusters Score -2605081 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -2606013.000000 Penalty: 3285.357910
	Iteration 13Q: 3 clusters Score -2606013 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -2606760.750000 Penalty: 3285.357910
	Iteration 14Q: 3 clusters Score -2606761 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -2607335.250000 Penalty: 3285.357910
	Iteration 15Q: 3 clusters Score -2607335 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -2607695.250000 Penalty: 3285.357910
	Iteration 16Q: 3 clusters Score -2607695 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -2607907.750000 Penalty: 3285.357910
	Iteration 17Q: 3 clusters Score -2607908 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -2608021.000000 Penalty: 3285.357910
	Iteration 18Q: 3 clusters Score -2608021 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -2608099.250000 Penalty: 3285.357910
	Iteration 19Q: 3 clusters Score -2608099 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -2608155.750000 Penalty: 3285.357910
	Iteration 20F: 3 clusters Score -2608156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -2608195.250000 Penalty: 3285.357910
	Iteration 21Q: 3 clusters Score -2608195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -2608222.750000 Penalty: 3285.357910
	Iteration 22Q: 3 clusters Score -2608223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -2608232.250000 Penalty: 3285.357910
	Iteration 23Q: 3 clusters Score -2608232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -2608235.750000 Penalty: 3285.357910
	Iteration 24Q: 3 clusters Score -2608236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -2608236.750000 Penalty: 3285.357910
	Iteration 25Q: 3 clusters Score -2608237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -2608239.500000 Penalty: 3285.357910
	Iteration 26Q: 3 clusters Score -2608240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -2608243.000000 Penalty: 3285.357910
	Iteration 27Q: 3 clusters Score -2608243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -2608241.000000 Penalty: 3285.357910
	Iteration 28Q: 3 clusters Score -2608241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -2608243.000000 Penalty: 3285.357910
	Iteration 29Q: 3 clusters Score -2608243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -2608243.000000 Penalty: 3285.357910
	Iteration 30F: 3 clusters Score -2608243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Entering Unmasked Estep 
Score: -383328.312500 Penalty: 1353.255493
	Iteration 0F: 2 clusters Score -383328.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -379877.750000 Penalty: 2706.510986
	Iteration 0F: 3 clusters Score -379877.8 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -380958.906250 Penalty: 2706.510986
	Iteration 1F: 3 clusters Score -380958.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -381327.468750 Penalty: 2706.510986
	Iteration 2F: 3 clusters Score -381327.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -381628.875000 Penalty: 2706.510986
	Iteration 3F: 3 clusters Score -381628.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -381877.750000 Penalty: 2706.510986
	Iteration 4F: 3 clusters Score -381877.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -382084.156250 Penalty: 2706.510986
	Iteration 5F: 3 clusters Score -382084.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -382226.843750 Penalty: 2706.510986
	Iteration 6Q: 3 clusters Score -382226.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -382326.968750 Penalty: 2706.510986
	Iteration 7Q: 3 clusters Score -382327 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -382407.781250 Penalty: 2706.510986
	Iteration 8Q: 3 clusters Score -382407.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -382472.625000 Penalty: 2706.510986
	Iteration 9Q: 3 clusters Score -382472.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -382515.031250 Penalty: 2706.510986
	Iteration 10Q: 3 clusters Score -382515 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -382550.593750 Penalty: 2706.510986
	Iteration 11Q: 3 clusters Score -382550.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -382580.625000 Penalty: 2706.510986
	Iteration 12Q: 3 clusters Score -382580.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -382611.000000 Penalty: 2706.510986
	Iteration 13Q: 3 clusters Score -382611 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -382630.656250 Penalty: 2706.510986
	Iteration 14Q: 3 clusters Score -382630.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -382643.656250 Penalty: 2706.510986
	Iteration 15Q: 3 clusters Score -382643.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -382655.093750 Penalty: 2706.510986
	Iteration 16Q: 3 clusters Score -382655.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -382670.468750 Penalty: 2706.510986
	Iteration 17Q: 3 clusters Score -382670.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -382677.000000 Penalty: 2706.510986
	Iteration 18Q: 3 clusters Score -382677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -382682.093750 Penalty: 2706.510986
	Iteration 19Q: 3 clusters Score -382682.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -382684.562500 Penalty: 2706.510986
	Iteration 20F: 3 clusters Score -382684.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -382687.562500 Penalty: 2706.510986
	Iteration 21Q: 3 clusters Score -382687.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -382692.093750 Penalty: 2706.510986
	Iteration 22Q: 3 clusters Score -382692.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -382696.250000 Penalty: 2706.510986
	Iteration 23Q: 3 clusters Score -382696.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -382702.625000 Penalty: 2706.510986
	Iteration 24Q: 3 clusters Score -382702.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -382713.218750 Penalty: 2706.510986
	Iteration 25Q: 3 clusters Score -382713.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -382725.906250 Penalty: 2706.510986
	Iteration 26Q: 3 clusters Score -382725.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -382737.250000 Penalty: 2706.510986
	Iteration 27Q: 3 clusters Score -382737.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -382747.250000 Penalty: 2706.510986
	Iteration 28Q: 3 clusters Score -382747.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -382755.468750 Penalty: 2706.510986
	Iteration 29Q: 3 clusters Score -382755.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -382766.406250 Penalty: 2706.510986
	Iteration 30Q: 3 clusters Score -382766.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -382775.500000 Penalty: 2706.510986
	Iteration 31Q: 3 clusters Score -382775.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -382779.906250 Penalty: 2706.510986
	Iteration 32Q: 3 clusters Score -382779.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -382786.656250 Penalty: 2706.510986
	Iteration 33Q: 3 clusters Score -382786.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -382791.437500 Penalty: 2706.510986
	Iteration 34Q: 3 clusters Score -382791.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -382793.875000 Penalty: 2706.510986
	Iteration 35Q: 3 clusters Score -382793.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -382797.187500 Penalty: 2706.510986
	Iteration 36Q: 3 clusters Score -382797.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -382800.218750 Penalty: 2706.510986
	Iteration 37Q: 3 clusters Score -382800.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -382804.437500 Penalty: 2706.510986
	Iteration 38Q: 3 clusters Score -382804.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -382809.593750 Penalty: 2706.510986
	Iteration 39Q: 3 clusters Score -382809.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -382813.375000 Penalty: 2706.510986
	Iteration 40F: 3 clusters Score -382813.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -382816.375000 Penalty: 2706.510986
	Iteration 41Q: 3 clusters Score -382816.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -382817.343750 Penalty: 2706.510986
	Iteration 42Q: 3 clusters Score -382817.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -382817.937500 Penalty: 2706.510986
	Iteration 43Q: 3 clusters Score -382817.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -382820.250000 Penalty: 2706.510986
	Iteration 44Q: 3 clusters Score -382820.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -382822.406250 Penalty: 2706.510986
	Iteration 45Q: 3 clusters Score -382822.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -382823.937500 Penalty: 2706.510986
	Iteration 46Q: 3 clusters Score -382823.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -382825.125000 Penalty: 2706.510986
	Iteration 47Q: 3 clusters Score -382825.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -382825.343750 Penalty: 2706.510986
	Iteration 48Q: 3 clusters Score -382825.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -382826.218750 Penalty: 2706.510986
	Iteration 49Q: 3 clusters Score -382826.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -382827.062500 Penalty: 2706.510986
	Iteration 50Q: 3 clusters Score -382827.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -382826.625000 Penalty: 2706.510986
	Iteration 51Q: 3 clusters Score -382826.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -382826.343750 Penalty: 2706.510986
	Iteration 52Q: 3 clusters Score -382826.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -382826.343750 Penalty: 2706.510986
	Iteration 53F: 3 clusters Score -382826.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Entering Unmasked Estep 
Score: -605168.125000 Penalty: 1425.398193
	Iteration 0F: 2 clusters Score -605168.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -600270.500000 Penalty: 2850.796387
	Iteration 0F: 3 clusters Score -600270.5 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -601786.500000 Penalty: 2850.796387
	Iteration 1F: 3 clusters Score -601786.5 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -602101.312500 Penalty: 2850.796387
	Iteration 2F: 3 clusters Score -602101.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -602357.812500 Penalty: 2850.796387
	Iteration 3F: 3 clusters Score -602357.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -602609.000000 Penalty: 2850.796387
	Iteration 4F: 3 clusters Score -602609 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -602832.062500 Penalty: 2850.796387
	Iteration 5F: 3 clusters Score -602832.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -603052.812500 Penalty: 2850.796387
	Iteration 6Q: 3 clusters Score -603052.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -603250.312500 Penalty: 2850.796387
	Iteration 7Q: 3 clusters Score -603250.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -603457.375000 Penalty: 2850.796387
	Iteration 8Q: 3 clusters Score -603457.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -603656.125000 Penalty: 2850.796387
	Iteration 9Q: 3 clusters Score -603656.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -603793.750000 Penalty: 2850.796387
	Iteration 10Q: 3 clusters Score -603793.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -603896.312500 Penalty: 2850.796387
	Iteration 11Q: 3 clusters Score -603896.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -603967.375000 Penalty: 2850.796387
	Iteration 12Q: 3 clusters Score -603967.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -604032.750000 Penalty: 2850.796387
	Iteration 13Q: 3 clusters Score -604032.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -604079.062500 Penalty: 2850.796387
	Iteration 14Q: 3 clusters Score -604079.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -604125.562500 Penalty: 2850.796387
	Iteration 15Q: 3 clusters Score -604125.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -604162.812500 Penalty: 2850.796387
	Iteration 16Q: 3 clusters Score -604162.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -604194.062500 Penalty: 2850.796387
	Iteration 17Q: 3 clusters Score -604194.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -604226.000000 Penalty: 2850.796387
	Iteration 18Q: 3 clusters Score -604226 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -604251.875000 Penalty: 2850.796387
	Iteration 19Q: 3 clusters Score -604251.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -604275.750000 Penalty: 2850.796387
	Iteration 20F: 3 clusters Score -604275.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -604310.937500 Penalty: 2850.796387
	Iteration 21Q: 3 clusters Score -604310.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -604364.375000 Penalty: 2850.796387
	Iteration 22Q: 3 clusters Score -604364.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -604429.750000 Penalty: 2850.796387
	Iteration 23Q: 3 clusters Score -604429.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -604527.125000 Penalty: 2850.796387
	Iteration 24Q: 3 clusters Score -604527.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -604589.187500 Penalty: 2850.796387
	Iteration 25Q: 3 clusters Score -604589.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -604628.750000 Penalty: 2850.796387
	Iteration 26Q: 3 clusters Score -604628.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -604651.687500 Penalty: 2850.796387
	Iteration 27Q: 3 clusters Score -604651.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -604664.000000 Penalty: 2850.796387
	Iteration 28Q: 3 clusters Score -604664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -604672.687500 Penalty: 2850.796387
	Iteration 29Q: 3 clusters Score -604672.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -604678.125000 Penalty: 2850.796387
	Iteration 30Q: 3 clusters Score -604678.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -604682.625000 Penalty: 2850.796387
	Iteration 31Q: 3 clusters Score -604682.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -604685.687500 Penalty: 2850.796387
	Iteration 32Q: 3 clusters Score -604685.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -604688.187500 Penalty: 2850.796387
	Iteration 33Q: 3 clusters Score -604688.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -604688.500000 Penalty: 2850.796387
	Iteration 34Q: 3 clusters Score -604688.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -604690.562500 Penalty: 2850.796387
	Iteration 35Q: 3 clusters Score -604690.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -604692.812500 Penalty: 2850.796387
	Iteration 36Q: 3 clusters Score -604692.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -604694.062500 Penalty: 2850.796387
	Iteration 37Q: 3 clusters Score -604694.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -604697.000000 Penalty: 2850.796387
	Iteration 38Q: 3 clusters Score -604697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -604696.562500 Penalty: 2850.796387
	Iteration 39Q: 3 clusters Score -604696.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -604697.875000 Penalty: 2850.796387
	Iteration 40F: 3 clusters Score -604697.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -604698.125000 Penalty: 2850.796387
	Iteration 41Q: 3 clusters Score -604698.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -604700.062500 Penalty: 2850.796387
	Iteration 42Q: 3 clusters Score -604700.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -604701.437500 Penalty: 2850.796387
	Iteration 43Q: 3 clusters Score -604701.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -604705.312500 Penalty: 2850.796387
	Iteration 44Q: 3 clusters Score -604705.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -604709.937500 Penalty: 2850.796387
	Iteration 45Q: 3 clusters Score -604709.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -604710.687500 Penalty: 2850.796387
	Iteration 46Q: 3 clusters Score -604710.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -604712.250000 Penalty: 2850.796387
	Iteration 47Q: 3 clusters Score -604712.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -604711.500000 Penalty: 2850.796387
	Iteration 48Q: 3 clusters Score -604711.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -604712.187500 Penalty: 2850.796387
	Iteration 49Q: 3 clusters Score -604712.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -604710.937500 Penalty: 2850.796387
	Iteration 50Q: 3 clusters Score -604710.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -604713.250000 Penalty: 2850.796387
	Iteration 51Q: 3 clusters Score -604713.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -604713.250000 Penalty: 2850.796387
	Iteration 52F: 3 clusters Score -604713.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Entering Unmasked Estep 
Score: -3355175.500000 Penalty: 1683.591675
	Iteration 0F: 2 clusters Score -3355176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -3333982.250000 Penalty: 3367.183350
	Iteration 0F: 3 clusters Score -3333982 nChanged 14605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -3342049.250000 Penalty: 3367.183350
	Iteration 1F: 3 clusters Score -3342049 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -3342595.000000 Penalty: 3367.183350
	Iteration 2Q: 3 clusters Score -3342595 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -3343312.750000 Penalty: 3367.183350
	Iteration 3F: 3 clusters Score -3343313 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -3344318.750000 Penalty: 3367.183350
	Iteration 4F: 3 clusters Score -3344319 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -3345588.250000 Penalty: 3367.183350
	Iteration 5F: 3 clusters Score -3345588 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -3347161.000000 Penalty: 3367.183350
	Iteration 6F: 3 clusters Score -3347161 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -3348861.000000 Penalty: 3367.183350
	Iteration 7F: 3 clusters Score -3348861 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -3350463.250000 Penalty: 3367.183350
	Iteration 8F: 3 clusters Score -3350463 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -3351759.500000 Penalty: 3367.183350
	Iteration 9Q: 3 clusters Score -3351760 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -3352578.000000 Penalty: 3367.183350
	Iteration 10Q: 3 clusters Score -3352578 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -3353110.750000 Penalty: 3367.183350
	Iteration 11Q: 3 clusters Score -3353111 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3353467.750000 Penalty: 3367.183350
	Iteration 12Q: 3 clusters Score -3353468 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3353708.000000 Penalty: 3367.183350
	Iteration 13Q: 3 clusters Score -3353708 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3353904.000000 Penalty: 3367.183350
	Iteration 14Q: 3 clusters Score -3353904 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3354064.250000 Penalty: 3367.183350
	Iteration 15Q: 3 clusters Score -3354064 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3354234.000000 Penalty: 3367.183350
	Iteration 16Q: 3 clusters Score -3354234 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3354393.750000 Penalty: 3367.183350
	Iteration 17Q: 3 clusters Score -3354394 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3354500.500000 Penalty: 3367.183350
	Iteration 18Q: 3 clusters Score -3354500 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3354603.750000 Penalty: 3367.183350
	Iteration 19Q: 3 clusters Score -3354604 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3354682.000000 Penalty: 3367.183350
	Iteration 20F: 3 clusters Score -3354682 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3354740.500000 Penalty: 3367.183350
	Iteration 21Q: 3 clusters Score -3354740 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3354789.500000 Penalty: 3367.183350
	Iteration 22Q: 3 clusters Score -3354790 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3354829.250000 Penalty: 3367.183350
	Iteration 23Q: 3 clusters Score -3354829 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3354861.000000 Penalty: 3367.183350
	Iteration 24Q: 3 clusters Score -3354861 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3354890.250000 Penalty: 3367.183350
	Iteration 25Q: 3 clusters Score -3354890 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3354900.500000 Penalty: 3367.183350
	Iteration 26Q: 3 clusters Score -3354900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3354906.750000 Penalty: 3367.183350
	Iteration 27Q: 3 clusters Score -3354907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3354919.500000 Penalty: 3367.183350
	Iteration 28Q: 3 clusters Score -3354920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3354918.250000 Penalty: 3367.183350
	Iteration 29Q: 3 clusters Score -3354918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3354923.250000 Penalty: 3367.183350
	Iteration 30Q: 3 clusters Score -3354923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3354924.500000 Penalty: 3367.183350
	Iteration 31Q: 3 clusters Score -3354924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3354928.000000 Penalty: 3367.183350
	Iteration 32Q: 3 clusters Score -3354928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3354925.250000 Penalty: 3367.183350
	Iteration 33Q: 3 clusters Score -3354925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3354925.250000 Penalty: 3367.183350
	Iteration 34F: 3 clusters Score -3354925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Entering Unmasked Estep 
Score: -1072888.000000 Penalty: 1503.256714
	Iteration 0F: 2 clusters Score -1072888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1065361.375000 Penalty: 3006.513428
	Iteration 0F: 3 clusters Score -1065361 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1067959.750000 Penalty: 3006.513428
	Iteration 1F: 3 clusters Score -1067960 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1068289.875000 Penalty: 3006.513428
	Iteration 2F: 3 clusters Score -1068290 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1068547.875000 Penalty: 3006.513428
	Iteration 3F: 3 clusters Score -1068548 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1068807.375000 Penalty: 3006.513428
	Iteration 4Q: 3 clusters Score -1068807 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1069063.375000 Penalty: 3006.513428
	Iteration 5Q: 3 clusters Score -1069063 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1069306.375000 Penalty: 3006.513428
	Iteration 6Q: 3 clusters Score -1069306 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1069559.375000 Penalty: 3006.513428
	Iteration 7Q: 3 clusters Score -1069559 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1069808.000000 Penalty: 3006.513428
	Iteration 8Q: 3 clusters Score -1069808 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1070050.250000 Penalty: 3006.513428
	Iteration 9Q: 3 clusters Score -1070050 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1070273.250000 Penalty: 3006.513428
	Iteration 10Q: 3 clusters Score -1070273 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1070497.000000 Penalty: 3006.513428
	Iteration 11Q: 3 clusters Score -1070497 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1070773.750000 Penalty: 3006.513428
	Iteration 12Q: 3 clusters Score -1070774 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1071101.750000 Penalty: 3006.513428
	Iteration 13Q: 3 clusters Score -1071102 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1071459.500000 Penalty: 3006.513428
	Iteration 14Q: 3 clusters Score -1071460 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1071796.875000 Penalty: 3006.513428
	Iteration 15Q: 3 clusters Score -1071797 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1072102.750000 Penalty: 3006.513428
	Iteration 16Q: 3 clusters Score -1072103 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1072320.250000 Penalty: 3006.513428
	Iteration 17Q: 3 clusters Score -1072320 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1072475.625000 Penalty: 3006.513428
	Iteration 18Q: 3 clusters Score -1072476 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1072571.875000 Penalty: 3006.513428
	Iteration 19Q: 3 clusters Score -1072572 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1072618.875000 Penalty: 3006.513428
	Iteration 20F: 3 clusters Score -1072619 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1072633.500000 Penalty: 3006.513428
	Iteration 21Q: 3 clusters Score -1072634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1072643.125000 Penalty: 3006.513428
	Iteration 22Q: 3 clusters Score -1072643 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1072646.750000 Penalty: 3006.513428
	Iteration 23Q: 3 clusters Score -1072647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1072650.750000 Penalty: 3006.513428
	Iteration 24Q: 3 clusters Score -1072651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1072657.625000 Penalty: 3006.513428
	Iteration 25Q: 3 clusters Score -1072658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1072659.500000 Penalty: 3006.513428
	Iteration 26Q: 3 clusters Score -1072660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1072662.250000 Penalty: 3006.513428
	Iteration 27Q: 3 clusters Score -1072662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1072664.500000 Penalty: 3006.513428
	Iteration 28Q: 3 clusters Score -1072664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1072664.875000 Penalty: 3006.513428
	Iteration 29Q: 3 clusters Score -1072665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1072664.625000 Penalty: 3006.513428
	Iteration 30Q: 3 clusters Score -1072665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1072666.000000 Penalty: 3006.513428
	Iteration 31Q: 3 clusters Score -1072666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1072665.125000 Penalty: 3006.513428
	Iteration 32Q: 3 clusters Score -1072665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1072665.500000 Penalty: 3006.513428
	Iteration 33Q: 3 clusters Score -1072666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1072665.500000 Penalty: 3006.513428
	Iteration 34F: 3 clusters Score -1072666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Entering Unmasked Estep 
Score: -1375408.000000 Penalty: 1539.901001
	Iteration 0F: 2 clusters Score -1375408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1366324.625000 Penalty: 3079.802002
	Iteration 0F: 3 clusters Score -1366325 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1369371.750000 Penalty: 3079.802002
	Iteration 1F: 3 clusters Score -1369372 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1369648.375000 Penalty: 3079.802002
	Iteration 2F: 3 clusters Score -1369648 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1369869.625000 Penalty: 3079.802002
	Iteration 3Q: 3 clusters Score -1369870 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1370087.125000 Penalty: 3079.802002
	Iteration 4Q: 3 clusters Score -1370087 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1370304.500000 Penalty: 3079.802002
	Iteration 5Q: 3 clusters Score -1370304 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1370572.500000 Penalty: 3079.802002
	Iteration 6Q: 3 clusters Score -1370572 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1370908.125000 Penalty: 3079.802002
	Iteration 7Q: 3 clusters Score -1370908 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1371303.625000 Penalty: 3079.802002
	Iteration 8Q: 3 clusters Score -1371304 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1371807.125000 Penalty: 3079.802002
	Iteration 9F: 3 clusters Score -1371807 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1372355.875000 Penalty: 3079.802002
	Iteration 10F: 3 clusters Score -1372356 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1372895.125000 Penalty: 3079.802002
	Iteration 11Q: 3 clusters Score -1372895 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1373366.625000 Penalty: 3079.802002
	Iteration 12Q: 3 clusters Score -1373367 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1373735.875000 Penalty: 3079.802002
	Iteration 13Q: 3 clusters Score -1373736 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1373989.500000 Penalty: 3079.802002
	Iteration 14Q: 3 clusters Score -1373990 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1374129.625000 Penalty: 3079.802002
	Iteration 15Q: 3 clusters Score -1374130 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1374195.625000 Penalty: 3079.802002
	Iteration 16Q: 3 clusters Score -1374196 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1374230.500000 Penalty: 3079.802002
	Iteration 17Q: 3 clusters Score -1374230 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1374247.750000 Penalty: 3079.802002
	Iteration 18Q: 3 clusters Score -1374248 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1374250.750000 Penalty: 3079.802002
	Iteration 19Q: 3 clusters Score -1374251 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1374257.875000 Penalty: 3079.802002
	Iteration 20F: 3 clusters Score -1374258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1374257.875000 Penalty: 3079.802002
	Iteration 21Q: 3 clusters Score -1374258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1374258.375000 Penalty: 3079.802002
	Iteration 22Q: 3 clusters Score -1374258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1374259.375000 Penalty: 3079.802002
	Iteration 23Q: 3 clusters Score -1374259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1374261.500000 Penalty: 3079.802002
	Iteration 24Q: 3 clusters Score -1374262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1374262.875000 Penalty: 3079.802002
	Iteration 25Q: 3 clusters Score -1374263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1374266.375000 Penalty: 3079.802002
	Iteration 26Q: 3 clusters Score -1374266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1374266.875000 Penalty: 3079.802002
	Iteration 27Q: 3 clusters Score -1374267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1374266.375000 Penalty: 3079.802002
	Iteration 28Q: 3 clusters Score -1374266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1374268.500000 Penalty: 3079.802002
	Iteration 29Q: 3 clusters Score -1374268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1374270.250000 Penalty: 3079.802002
	Iteration 30Q: 3 clusters Score -1374270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1374274.125000 Penalty: 3079.802002
	Iteration 31Q: 3 clusters Score -1374274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1374274.125000 Penalty: 3079.802002
	Iteration 32Q: 3 clusters Score -1374274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1374274.750000 Penalty: 3079.802002
	Iteration 33Q: 3 clusters Score -1374275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1374274.750000 Penalty: 3079.802002
	Iteration 34F: 3 clusters Score -1374275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Entering Unmasked Estep 
Score: -3342800.750000 Penalty: 1682.471558
	Iteration 0F: 2 clusters Score -3342801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -3321714.500000 Penalty: 3364.943115
	Iteration 0F: 3 clusters Score -3321714 nChanged 14478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -3330584.250000 Penalty: 3364.943115
	Iteration 1F: 3 clusters Score -3330584 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -3331883.250000 Penalty: 3364.943115
	Iteration 2F: 3 clusters Score -3331883 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -3333463.250000 Penalty: 3364.943115
	Iteration 3F: 3 clusters Score -3333463 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -3335158.000000 Penalty: 3364.943115
	Iteration 4F: 3 clusters Score -3335158 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -3336804.000000 Penalty: 3364.943115
	Iteration 5F: 3 clusters Score -3336804 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -3338264.000000 Penalty: 3364.943115
	Iteration 6F: 3 clusters Score -3338264 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -3339378.750000 Penalty: 3364.943115
	Iteration 7Q: 3 clusters Score -3339379 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3340049.250000 Penalty: 3364.943115
	Iteration 8Q: 3 clusters Score -3340049 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -3340377.750000 Penalty: 3364.943115
	Iteration 9Q: 3 clusters Score -3340378 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -3340534.750000 Penalty: 3364.943115
	Iteration 10Q: 3 clusters Score -3340535 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -3340605.000000 Penalty: 3364.943115
	Iteration 11Q: 3 clusters Score -3340605 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -3340661.500000 Penalty: 3364.943115
	Iteration 12Q: 3 clusters Score -3340662 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -3340689.000000 Penalty: 3364.943115
	Iteration 13Q: 3 clusters Score -3340689 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -3340710.750000 Penalty: 3364.943115
	Iteration 14Q: 3 clusters Score -3340711 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -3340755.500000 Penalty: 3364.943115
	Iteration 15Q: 3 clusters Score -3340756 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3340760.000000 Penalty: 3364.943115
	Iteration 16Q: 3 clusters Score -3340760 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -3340766.000000 Penalty: 3364.943115
	Iteration 17Q: 3 clusters Score -3340766 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -3340782.750000 Penalty: 3364.943115
	Iteration 18Q: 3 clusters Score -3340783 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -3340793.750000 Penalty: 3364.943115
	Iteration 19Q: 3 clusters Score -3340794 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -3340801.750000 Penalty: 3364.943115
	Iteration 20F: 3 clusters Score -3340802 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -3340805.000000 Penalty: 3364.943115
	Iteration 21Q: 3 clusters Score -3340805 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -3340812.000000 Penalty: 3364.943115
	Iteration 22Q: 3 clusters Score -3340812 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -3340812.000000 Penalty: 3364.943115
	Iteration 23Q: 3 clusters Score -3340812 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -3340820.750000 Penalty: 3364.943115
	Iteration 24Q: 3 clusters Score -3340821 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -3340831.250000 Penalty: 3364.943115
	Iteration 25Q: 3 clusters Score -3340831 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -3340833.500000 Penalty: 3364.943115
	Iteration 26Q: 3 clusters Score -3340834 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -3340837.250000 Penalty: 3364.943115
	Iteration 27Q: 3 clusters Score -3340837 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -3340835.750000 Penalty: 3364.943115
	Iteration 28Q: 3 clusters Score -3340836 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -3340839.250000 Penalty: 3364.943115
	Iteration 29Q: 3 clusters Score -3340839 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -3340852.750000 Penalty: 3364.943115
	Iteration 30Q: 3 clusters Score -3340853 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -3340864.000000 Penalty: 3364.943115
	Iteration 31Q: 3 clusters Score -3340864 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -3340877.750000 Penalty: 3364.943115
	Iteration 32Q: 3 clusters Score -3340878 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -3340880.500000 Penalty: 3364.943115
	Iteration 33Q: 3 clusters Score -3340880 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -3340889.750000 Penalty: 3364.943115
	Iteration 34Q: 3 clusters Score -3340890 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -3340885.250000 Penalty: 3364.943115
	Iteration 35Q: 3 clusters Score -3340885 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -3340889.250000 Penalty: 3364.943115
	Iteration 36Q: 3 clusters Score -3340889 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -3340891.250000 Penalty: 3364.943115
	Iteration 37Q: 3 clusters Score -3340891 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -3340895.750000 Penalty: 3364.943115
	Iteration 38Q: 3 clusters Score -3340896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -3340903.250000 Penalty: 3364.943115
	Iteration 39Q: 3 clusters Score -3340903 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -3340908.000000 Penalty: 3364.943115
	Iteration 40F: 3 clusters Score -3340908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -3340907.750000 Penalty: 3364.943115
	Iteration 41Q: 3 clusters Score -3340908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -3340908.750000 Penalty: 3364.943115
	Iteration 42Q: 3 clusters Score -3340909 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -3340915.000000 Penalty: 3364.943115
	Iteration 43Q: 3 clusters Score -3340915 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -3340920.250000 Penalty: 3364.943115
	Iteration 44Q: 3 clusters Score -3340920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -3340923.750000 Penalty: 3364.943115
	Iteration 45Q: 3 clusters Score -3340924 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -3340926.000000 Penalty: 3364.943115
	Iteration 46Q: 3 clusters Score -3340926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -3340935.750000 Penalty: 3364.943115
	Iteration 47Q: 3 clusters Score -3340936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -3340941.250000 Penalty: 3364.943115
	Iteration 48Q: 3 clusters Score -3340941 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -3340941.500000 Penalty: 3364.943115
	Iteration 49Q: 3 clusters Score -3340942 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -3340948.000000 Penalty: 3364.943115
	Iteration 50Q: 3 clusters Score -3340948 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -3340954.250000 Penalty: 3364.943115
	Iteration 51Q: 3 clusters Score -3340954 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -3340950.500000 Penalty: 3364.943115
	Iteration 52Q: 3 clusters Score -3340950 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -3340958.000000 Penalty: 3364.943115
	Iteration 53Q: 3 clusters Score -3340958 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -3340963.250000 Penalty: 3364.943115
	Iteration 54Q: 3 clusters Score -3340963 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -3340972.000000 Penalty: 3364.943115
	Iteration 55Q: 3 clusters Score -3340972 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -3340963.250000 Penalty: 3364.943115
	Iteration 56Q: 3 clusters Score -3340963 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -3340968.000000 Penalty: 3364.943115
	Iteration 57Q: 3 clusters Score -3340968 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -3340980.250000 Penalty: 3364.943115
	Iteration 58Q: 3 clusters Score -3340980 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -3340996.250000 Penalty: 3364.943115
	Iteration 59Q: 3 clusters Score -3340996 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -3341010.000000 Penalty: 3364.943115
	Iteration 60F: 3 clusters Score -3341010 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -3341024.500000 Penalty: 3364.943115
	Iteration 61Q: 3 clusters Score -3341024 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -3341033.250000 Penalty: 3364.943115
	Iteration 62Q: 3 clusters Score -3341033 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -3341050.250000 Penalty: 3364.943115
	Iteration 63Q: 3 clusters Score -3341050 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -3341049.750000 Penalty: 3364.943115
	Iteration 64Q: 3 clusters Score -3341050 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -3341050.500000 Penalty: 3364.943115
	Iteration 65Q: 3 clusters Score -3341050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -3341052.750000 Penalty: 3364.943115
	Iteration 66Q: 3 clusters Score -3341053 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -3341057.250000 Penalty: 3364.943115
	Iteration 67Q: 3 clusters Score -3341057 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -3341059.250000 Penalty: 3364.943115
	Iteration 68Q: 3 clusters Score -3341059 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -3341072.500000 Penalty: 3364.943115
	Iteration 69Q: 3 clusters Score -3341072 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -3341073.250000 Penalty: 3364.943115
	Iteration 70Q: 3 clusters Score -3341073 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -3341088.000000 Penalty: 3364.943115
	Iteration 71Q: 3 clusters Score -3341088 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -3341085.500000 Penalty: 3364.943115
	Iteration 72Q: 3 clusters Score -3341086 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -3341091.250000 Penalty: 3364.943115
	Iteration 73Q: 3 clusters Score -3341091 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -3341099.250000 Penalty: 3364.943115
	Iteration 74Q: 3 clusters Score -3341099 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -3341104.750000 Penalty: 3364.943115
	Iteration 75Q: 3 clusters Score -3341105 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -3341124.000000 Penalty: 3364.943115
	Iteration 76Q: 3 clusters Score -3341124 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -3341127.250000 Penalty: 3364.943115
	Iteration 77Q: 3 clusters Score -3341127 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -3341139.000000 Penalty: 3364.943115
	Iteration 78Q: 3 clusters Score -3341139 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -3341141.500000 Penalty: 3364.943115
	Iteration 79Q: 3 clusters Score -3341142 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -3341152.250000 Penalty: 3364.943115
	Iteration 80F: 3 clusters Score -3341152 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -3341161.750000 Penalty: 3364.943115
	Iteration 81Q: 3 clusters Score -3341162 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -3341171.000000 Penalty: 3364.943115
	Iteration 82Q: 3 clusters Score -3341171 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -3341183.000000 Penalty: 3364.943115
	Iteration 83Q: 3 clusters Score -3341183 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -3341208.000000 Penalty: 3364.943115
	Iteration 84Q: 3 clusters Score -3341208 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -3341212.250000 Penalty: 3364.943115
	Iteration 85Q: 3 clusters Score -3341212 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -3341230.750000 Penalty: 3364.943115
	Iteration 86Q: 3 clusters Score -3341231 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -3341235.000000 Penalty: 3364.943115
	Iteration 87Q: 3 clusters Score -3341235 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -3341263.000000 Penalty: 3364.943115
	Iteration 88Q: 3 clusters Score -3341263 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -3341278.000000 Penalty: 3364.943115
	Iteration 89Q: 3 clusters Score -3341278 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -3341293.250000 Penalty: 3364.943115
	Iteration 90Q: 3 clusters Score -3341293 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -3341308.000000 Penalty: 3364.943115
	Iteration 91Q: 3 clusters Score -3341308 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -3341334.500000 Penalty: 3364.943115
	Iteration 92Q: 3 clusters Score -3341334 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -3341344.250000 Penalty: 3364.943115
	Iteration 93Q: 3 clusters Score -3341344 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -3341351.000000 Penalty: 3364.943115
	Iteration 94Q: 3 clusters Score -3341351 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -3341355.500000 Penalty: 3364.943115
	Iteration 95Q: 3 clusters Score -3341356 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -3341371.000000 Penalty: 3364.943115
	Iteration 96Q: 3 clusters Score -3341371 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -3341383.500000 Penalty: 3364.943115
	Iteration 97Q: 3 clusters Score -3341384 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -3341405.000000 Penalty: 3364.943115
	Iteration 98Q: 3 clusters Score -3341405 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -3341416.750000 Penalty: 3364.943115
	Iteration 99Q: 3 clusters Score -3341417 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -3341434.750000 Penalty: 3364.943115
	Iteration 100F: 3 clusters Score -3341435 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -3341450.500000 Penalty: 3364.943115
	Iteration 101Q: 3 clusters Score -3341450 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -3341474.250000 Penalty: 3364.943115
	Iteration 102Q: 3 clusters Score -3341474 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -3341491.500000 Penalty: 3364.943115
	Iteration 103Q: 3 clusters Score -3341492 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -3341522.750000 Penalty: 3364.943115
	Iteration 104Q: 3 clusters Score -3341523 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -3341535.000000 Penalty: 3364.943115
	Iteration 105Q: 3 clusters Score -3341535 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -3341545.250000 Penalty: 3364.943115
	Iteration 106Q: 3 clusters Score -3341545 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -3341560.250000 Penalty: 3364.943115
	Iteration 107Q: 3 clusters Score -3341560 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -3341582.250000 Penalty: 3364.943115
	Iteration 108Q: 3 clusters Score -3341582 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -3341593.500000 Penalty: 3364.943115
	Iteration 109Q: 3 clusters Score -3341594 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -3341614.000000 Penalty: 3364.943115
	Iteration 110Q: 3 clusters Score -3341614 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -3341637.250000 Penalty: 3364.943115
	Iteration 111Q: 3 clusters Score -3341637 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -3341655.250000 Penalty: 3364.943115
	Iteration 112Q: 3 clusters Score -3341655 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -3341673.250000 Penalty: 3364.943115
	Iteration 113Q: 3 clusters Score -3341673 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -3341689.250000 Penalty: 3364.943115
	Iteration 114Q: 3 clusters Score -3341689 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -3341712.000000 Penalty: 3364.943115
	Iteration 115Q: 3 clusters Score -3341712 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -3341725.250000 Penalty: 3364.943115
	Iteration 116Q: 3 clusters Score -3341725 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -3341738.750000 Penalty: 3364.943115
	Iteration 117Q: 3 clusters Score -3341739 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -3341753.250000 Penalty: 3364.943115
	Iteration 118Q: 3 clusters Score -3341753 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -3341765.750000 Penalty: 3364.943115
	Iteration 119Q: 3 clusters Score -3341766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -3341778.250000 Penalty: 3364.943115
	Iteration 120F: 3 clusters Score -3341778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -3341787.750000 Penalty: 3364.943115
	Iteration 121Q: 3 clusters Score -3341788 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -3341805.000000 Penalty: 3364.943115
	Iteration 122Q: 3 clusters Score -3341805 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -3341813.000000 Penalty: 3364.943115
	Iteration 123Q: 3 clusters Score -3341813 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -3341824.000000 Penalty: 3364.943115
	Iteration 124Q: 3 clusters Score -3341824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -3341833.750000 Penalty: 3364.943115
	Iteration 125Q: 3 clusters Score -3341834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -3341837.500000 Penalty: 3364.943115
	Iteration 126Q: 3 clusters Score -3341838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -3341844.750000 Penalty: 3364.943115
	Iteration 127Q: 3 clusters Score -3341845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -3341851.000000 Penalty: 3364.943115
	Iteration 128Q: 3 clusters Score -3341851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -3341860.500000 Penalty: 3364.943115
	Iteration 129Q: 3 clusters Score -3341860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -3341864.250000 Penalty: 3364.943115
	Iteration 130Q: 3 clusters Score -3341864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -3341866.250000 Penalty: 3364.943115
	Iteration 131Q: 3 clusters Score -3341866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -3341873.500000 Penalty: 3364.943115
	Iteration 132Q: 3 clusters Score -3341874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -3341871.500000 Penalty: 3364.943115
	Iteration 133Q: 3 clusters Score -3341872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -3341875.000000 Penalty: 3364.943115
	Iteration 134Q: 3 clusters Score -3341875 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -3341881.500000 Penalty: 3364.943115
	Iteration 135Q: 3 clusters Score -3341882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -3341886.750000 Penalty: 3364.943115
	Iteration 136Q: 3 clusters Score -3341887 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -3341891.500000 Penalty: 3364.943115
	Iteration 137Q: 3 clusters Score -3341892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -3341898.250000 Penalty: 3364.943115
	Iteration 138Q: 3 clusters Score -3341898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -3341900.000000 Penalty: 3364.943115
	Iteration 139Q: 3 clusters Score -3341900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -3341909.750000 Penalty: 3364.943115
	Iteration 140F: 3 clusters Score -3341910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -3341919.500000 Penalty: 3364.943115
	Iteration 141Q: 3 clusters Score -3341920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -3341930.250000 Penalty: 3364.943115
	Iteration 142Q: 3 clusters Score -3341930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -3341935.250000 Penalty: 3364.943115
	Iteration 143Q: 3 clusters Score -3341935 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -3341950.000000 Penalty: 3364.943115
	Iteration 144Q: 3 clusters Score -3341950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -3341953.750000 Penalty: 3364.943115
	Iteration 145Q: 3 clusters Score -3341954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -3341962.500000 Penalty: 3364.943115
	Iteration 146Q: 3 clusters Score -3341962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -3341963.500000 Penalty: 3364.943115
	Iteration 147Q: 3 clusters Score -3341964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -3341969.000000 Penalty: 3364.943115
	Iteration 148Q: 3 clusters Score -3341969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -3341967.000000 Penalty: 3364.943115
	Iteration 149Q: 3 clusters Score -3341967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -3341973.500000 Penalty: 3364.943115
	Iteration 150Q: 3 clusters Score -3341974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -3341974.000000 Penalty: 3364.943115
	Iteration 151Q: 3 clusters Score -3341974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -3341978.250000 Penalty: 3364.943115
	Iteration 152Q: 3 clusters Score -3341978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -3341981.250000 Penalty: 3364.943115
	Iteration 153Q: 3 clusters Score -3341981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -3341981.250000 Penalty: 3364.943115
	Iteration 154Q: 3 clusters Score -3341981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -3341982.000000 Penalty: 3364.943115
	Iteration 155Q: 3 clusters Score -3341982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -3341978.750000 Penalty: 3364.943115
	Iteration 156Q: 3 clusters Score -3341979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -3341978.250000 Penalty: 3364.943115
	Iteration 157Q: 3 clusters Score -3341978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -3341982.000000 Penalty: 3364.943115
	Iteration 158Q: 3 clusters Score -3341982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -3341987.250000 Penalty: 3364.943115
	Iteration 159Q: 3 clusters Score -3341987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -3341987.250000 Penalty: 3364.943115
	Iteration 160F: 3 clusters Score -3341987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Entering Unmasked Estep 
Score: -638056.125000 Penalty: 1416.410400
	Iteration 0F: 2 clusters Score -638056.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -633319.312500 Penalty: 2832.820801
	Iteration 0F: 3 clusters Score -633319.3 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -634726.187500 Penalty: 2832.820801
	Iteration 1F: 3 clusters Score -634726.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -634924.375000 Penalty: 2832.820801
	Iteration 2F: 3 clusters Score -634924.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -635048.250000 Penalty: 2832.820801
	Iteration 3Q: 3 clusters Score -635048.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -635162.187500 Penalty: 2832.820801
	Iteration 4Q: 3 clusters Score -635162.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -635254.500000 Penalty: 2832.820801
	Iteration 5Q: 3 clusters Score -635254.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -635350.375000 Penalty: 2832.820801
	Iteration 6Q: 3 clusters Score -635350.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -635427.687500 Penalty: 2832.820801
	Iteration 7Q: 3 clusters Score -635427.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -635504.187500 Penalty: 2832.820801
	Iteration 8Q: 3 clusters Score -635504.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -635578.500000 Penalty: 2832.820801
	Iteration 9Q: 3 clusters Score -635578.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -635665.375000 Penalty: 2832.820801
	Iteration 10Q: 3 clusters Score -635665.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -635772.812500 Penalty: 2832.820801
	Iteration 11Q: 3 clusters Score -635772.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -635888.500000 Penalty: 2832.820801
	Iteration 12Q: 3 clusters Score -635888.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -636019.375000 Penalty: 2832.820801
	Iteration 13Q: 3 clusters Score -636019.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -636130.937500 Penalty: 2832.820801
	Iteration 14Q: 3 clusters Score -636130.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -636240.125000 Penalty: 2832.820801
	Iteration 15Q: 3 clusters Score -636240.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -636327.875000 Penalty: 2832.820801
	Iteration 16Q: 3 clusters Score -636327.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -636396.437500 Penalty: 2832.820801
	Iteration 17Q: 3 clusters Score -636396.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -636453.000000 Penalty: 2832.820801
	Iteration 18Q: 3 clusters Score -636453 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -636496.812500 Penalty: 2832.820801
	Iteration 19Q: 3 clusters Score -636496.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -636535.125000 Penalty: 2832.820801
	Iteration 20F: 3 clusters Score -636535.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -636564.375000 Penalty: 2832.820801
	Iteration 21Q: 3 clusters Score -636564.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -636589.500000 Penalty: 2832.820801
	Iteration 22Q: 3 clusters Score -636589.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -636607.625000 Penalty: 2832.820801
	Iteration 23Q: 3 clusters Score -636607.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -636623.000000 Penalty: 2832.820801
	Iteration 24Q: 3 clusters Score -636623 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -636639.750000 Penalty: 2832.820801
	Iteration 25Q: 3 clusters Score -636639.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -636657.312500 Penalty: 2832.820801
	Iteration 26Q: 3 clusters Score -636657.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -636672.312500 Penalty: 2832.820801
	Iteration 27Q: 3 clusters Score -636672.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -636680.375000 Penalty: 2832.820801
	Iteration 28Q: 3 clusters Score -636680.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -636689.812500 Penalty: 2832.820801
	Iteration 29Q: 3 clusters Score -636689.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -636699.687500 Penalty: 2832.820801
	Iteration 30Q: 3 clusters Score -636699.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -636708.000000 Penalty: 2832.820801
	Iteration 31Q: 3 clusters Score -636708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -636716.125000 Penalty: 2832.820801
	Iteration 32Q: 3 clusters Score -636716.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -636721.250000 Penalty: 2832.820801
	Iteration 33Q: 3 clusters Score -636721.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -636724.062500 Penalty: 2832.820801
	Iteration 34Q: 3 clusters Score -636724.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -636730.250000 Penalty: 2832.820801
	Iteration 35Q: 3 clusters Score -636730.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -636735.562500 Penalty: 2832.820801
	Iteration 36Q: 3 clusters Score -636735.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -636741.000000 Penalty: 2832.820801
	Iteration 37Q: 3 clusters Score -636741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -636746.437500 Penalty: 2832.820801
	Iteration 38Q: 3 clusters Score -636746.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -636747.875000 Penalty: 2832.820801
	Iteration 39Q: 3 clusters Score -636747.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -636750.375000 Penalty: 2832.820801
	Iteration 40F: 3 clusters Score -636750.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -636753.250000 Penalty: 2832.820801
	Iteration 41Q: 3 clusters Score -636753.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -636758.187500 Penalty: 2832.820801
	Iteration 42Q: 3 clusters Score -636758.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -636763.625000 Penalty: 2832.820801
	Iteration 43Q: 3 clusters Score -636763.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -636770.375000 Penalty: 2832.820801
	Iteration 44Q: 3 clusters Score -636770.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -636780.687500 Penalty: 2832.820801
	Iteration 45Q: 3 clusters Score -636780.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -636784.687500 Penalty: 2832.820801
	Iteration 46Q: 3 clusters Score -636784.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -636789.937500 Penalty: 2832.820801
	Iteration 47Q: 3 clusters Score -636789.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -636795.687500 Penalty: 2832.820801
	Iteration 48Q: 3 clusters Score -636795.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -636805.750000 Penalty: 2832.820801
	Iteration 49Q: 3 clusters Score -636805.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -636814.875000 Penalty: 2832.820801
	Iteration 50Q: 3 clusters Score -636814.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -636820.500000 Penalty: 2832.820801
	Iteration 51Q: 3 clusters Score -636820.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -636826.312500 Penalty: 2832.820801
	Iteration 52Q: 3 clusters Score -636826.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -636831.562500 Penalty: 2832.820801
	Iteration 53Q: 3 clusters Score -636831.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -636835.875000 Penalty: 2832.820801
	Iteration 54Q: 3 clusters Score -636835.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -636840.750000 Penalty: 2832.820801
	Iteration 55Q: 3 clusters Score -636840.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -636844.187500 Penalty: 2832.820801
	Iteration 56Q: 3 clusters Score -636844.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -636848.937500 Penalty: 2832.820801
	Iteration 57Q: 3 clusters Score -636848.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -636850.812500 Penalty: 2832.820801
	Iteration 58Q: 3 clusters Score -636850.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -636853.250000 Penalty: 2832.820801
	Iteration 59Q: 3 clusters Score -636853.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -636856.875000 Penalty: 2832.820801
	Iteration 60F: 3 clusters Score -636856.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -636864.437500 Penalty: 2832.820801
	Iteration 61Q: 3 clusters Score -636864.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -636869.125000 Penalty: 2832.820801
	Iteration 62Q: 3 clusters Score -636869.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -636873.312500 Penalty: 2832.820801
	Iteration 63Q: 3 clusters Score -636873.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -636876.437500 Penalty: 2832.820801
	Iteration 64Q: 3 clusters Score -636876.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -636881.250000 Penalty: 2832.820801
	Iteration 65Q: 3 clusters Score -636881.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -636884.562500 Penalty: 2832.820801
	Iteration 66Q: 3 clusters Score -636884.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -636887.125000 Penalty: 2832.820801
	Iteration 67Q: 3 clusters Score -636887.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -636887.875000 Penalty: 2832.820801
	Iteration 68Q: 3 clusters Score -636887.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -636890.312500 Penalty: 2832.820801
	Iteration 69Q: 3 clusters Score -636890.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -636891.500000 Penalty: 2832.820801
	Iteration 70Q: 3 clusters Score -636891.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -636891.687500 Penalty: 2832.820801
	Iteration 71Q: 3 clusters Score -636891.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -636891.437500 Penalty: 2832.820801
	Iteration 72Q: 3 clusters Score -636891.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -636891.437500 Penalty: 2832.820801
	Iteration 73F: 3 clusters Score -636891.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Entering Unmasked Estep 
Score: -1911709.500000 Penalty: 1595.917358
	Iteration 0F: 2 clusters Score -1911710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1899037.000000 Penalty: 3191.834717
	Iteration 0F: 3 clusters Score -1899037 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1903734.250000 Penalty: 3191.834717
	Iteration 1F: 3 clusters Score -1903734 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1904374.250000 Penalty: 3191.834717
	Iteration 2F: 3 clusters Score -1904374 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1905099.000000 Penalty: 3191.834717
	Iteration 3F: 3 clusters Score -1905099 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1905810.250000 Penalty: 3191.834717
	Iteration 4F: 3 clusters Score -1905810 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1906467.125000 Penalty: 3191.834717
	Iteration 5F: 3 clusters Score -1906467 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1907048.250000 Penalty: 3191.834717
	Iteration 6F: 3 clusters Score -1907048 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1907612.000000 Penalty: 3191.834717
	Iteration 7F: 3 clusters Score -1907612 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1908134.375000 Penalty: 3191.834717
	Iteration 8Q: 3 clusters Score -1908134 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1908640.500000 Penalty: 3191.834717
	Iteration 9Q: 3 clusters Score -1908640 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1909084.500000 Penalty: 3191.834717
	Iteration 10Q: 3 clusters Score -1909084 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1909520.375000 Penalty: 3191.834717
	Iteration 11Q: 3 clusters Score -1909520 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1909826.375000 Penalty: 3191.834717
	Iteration 12Q: 3 clusters Score -1909826 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1910039.500000 Penalty: 3191.834717
	Iteration 13Q: 3 clusters Score -1910040 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1910209.250000 Penalty: 3191.834717
	Iteration 14Q: 3 clusters Score -1910209 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1910356.375000 Penalty: 3191.834717
	Iteration 15Q: 3 clusters Score -1910356 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1910455.875000 Penalty: 3191.834717
	Iteration 16Q: 3 clusters Score -1910456 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1910526.125000 Penalty: 3191.834717
	Iteration 17Q: 3 clusters Score -1910526 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1910577.875000 Penalty: 3191.834717
	Iteration 18Q: 3 clusters Score -1910578 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1910608.625000 Penalty: 3191.834717
	Iteration 19Q: 3 clusters Score -1910609 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1910624.125000 Penalty: 3191.834717
	Iteration 20F: 3 clusters Score -1910624 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1910639.750000 Penalty: 3191.834717
	Iteration 21Q: 3 clusters Score -1910640 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1910642.250000 Penalty: 3191.834717
	Iteration 22Q: 3 clusters Score -1910642 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1910644.250000 Penalty: 3191.834717
	Iteration 23Q: 3 clusters Score -1910644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1910653.625000 Penalty: 3191.834717
	Iteration 24Q: 3 clusters Score -1910654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1910659.125000 Penalty: 3191.834717
	Iteration 25Q: 3 clusters Score -1910659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1910662.125000 Penalty: 3191.834717
	Iteration 26Q: 3 clusters Score -1910662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1910663.750000 Penalty: 3191.834717
	Iteration 27Q: 3 clusters Score -1910664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1910661.500000 Penalty: 3191.834717
	Iteration 28Q: 3 clusters Score -1910662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1910664.625000 Penalty: 3191.834717
	Iteration 29Q: 3 clusters Score -1910665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1910666.500000 Penalty: 3191.834717
	Iteration 30Q: 3 clusters Score -1910666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1910665.000000 Penalty: 3191.834717
	Iteration 31Q: 3 clusters Score -1910665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1910666.375000 Penalty: 3191.834717
	Iteration 32Q: 3 clusters Score -1910666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1910664.375000 Penalty: 3191.834717
	Iteration 33Q: 3 clusters Score -1910664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1910671.625000 Penalty: 3191.834717
	Iteration 34Q: 3 clusters Score -1910672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1910667.750000 Penalty: 3191.834717
	Iteration 35Q: 3 clusters Score -1910668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1910668.000000 Penalty: 3191.834717
	Iteration 36Q: 3 clusters Score -1910668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1910670.000000 Penalty: 3191.834717
	Iteration 37Q: 3 clusters Score -1910670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1910668.750000 Penalty: 3191.834717
	Iteration 38Q: 3 clusters Score -1910669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1910672.125000 Penalty: 3191.834717
	Iteration 39Q: 3 clusters Score -1910672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1910672.125000 Penalty: 3191.834717
	Iteration 40F: 3 clusters Score -1910672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1910669.125000 Penalty: 3191.834717
	Iteration 41Q: 3 clusters Score -1910669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1910667.375000 Penalty: 3191.834717
	Iteration 42Q: 3 clusters Score -1910667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1910670.125000 Penalty: 3191.834717
	Iteration 43Q: 3 clusters Score -1910670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1910673.875000 Penalty: 3191.834717
	Iteration 44Q: 3 clusters Score -1910674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1910675.875000 Penalty: 3191.834717
	Iteration 45Q: 3 clusters Score -1910676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1910677.500000 Penalty: 3191.834717
	Iteration 46Q: 3 clusters Score -1910678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1910675.500000 Penalty: 3191.834717
	Iteration 47Q: 3 clusters Score -1910676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1910677.875000 Penalty: 3191.834717
	Iteration 48Q: 3 clusters Score -1910678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1910677.875000 Penalty: 3191.834717
	Iteration 49F: 3 clusters Score -1910678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Entering Unmasked Estep 
Score: -535431.750000 Penalty: 1390.760620
	Iteration 0F: 2 clusters Score -535431.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -531330.375000 Penalty: 2781.521240
	Iteration 0F: 3 clusters Score -531330.4 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -532471.312500 Penalty: 2781.521240
	Iteration 1F: 3 clusters Score -532471.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -532733.250000 Penalty: 2781.521240
	Iteration 2F: 3 clusters Score -532733.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -532954.312500 Penalty: 2781.521240
	Iteration 3F: 3 clusters Score -532954.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -533128.250000 Penalty: 2781.521240
	Iteration 4F: 3 clusters Score -533128.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -533270.187500 Penalty: 2781.521240
	Iteration 5Q: 3 clusters Score -533270.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -533406.562500 Penalty: 2781.521240
	Iteration 6Q: 3 clusters Score -533406.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -533525.437500 Penalty: 2781.521240
	Iteration 7Q: 3 clusters Score -533525.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -533633.250000 Penalty: 2781.521240
	Iteration 8Q: 3 clusters Score -533633.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -533712.375000 Penalty: 2781.521240
	Iteration 9Q: 3 clusters Score -533712.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -533801.125000 Penalty: 2781.521240
	Iteration 10Q: 3 clusters Score -533801.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -533894.187500 Penalty: 2781.521240
	Iteration 11Q: 3 clusters Score -533894.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -533985.437500 Penalty: 2781.521240
	Iteration 12Q: 3 clusters Score -533985.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -534062.750000 Penalty: 2781.521240
	Iteration 13Q: 3 clusters Score -534062.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -534131.937500 Penalty: 2781.521240
	Iteration 14Q: 3 clusters Score -534131.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -534214.375000 Penalty: 2781.521240
	Iteration 15Q: 3 clusters Score -534214.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -534307.062500 Penalty: 2781.521240
	Iteration 16Q: 3 clusters Score -534307.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -534404.687500 Penalty: 2781.521240
	Iteration 17Q: 3 clusters Score -534404.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -534512.562500 Penalty: 2781.521240
	Iteration 18Q: 3 clusters Score -534512.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -534623.687500 Penalty: 2781.521240
	Iteration 19Q: 3 clusters Score -534623.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -534777.437500 Penalty: 2781.521240
	Iteration 20F: 3 clusters Score -534777.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -534963.812500 Penalty: 2781.521240
	Iteration 21Q: 3 clusters Score -534963.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -535200.625000 Penalty: 2781.521240
	Iteration 22Q: 3 clusters Score -535200.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -535424.000000 Penalty: 2781.521240
	Iteration 23Q: 3 clusters Score -535424 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -535499.500000 Penalty: 2781.521240
	Iteration 24Q: 3 clusters Score -535499.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -535526.250000 Penalty: 2781.521240
	Iteration 25Q: 3 clusters Score -535526.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -535538.750000 Penalty: 2781.521240
	Iteration 26Q: 3 clusters Score -535538.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -535542.312500 Penalty: 2781.521240
	Iteration 27Q: 3 clusters Score -535542.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -535544.500000 Penalty: 2781.521240
	Iteration 28Q: 3 clusters Score -535544.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -535547.312500 Penalty: 2781.521240
	Iteration 29Q: 3 clusters Score -535547.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -535547.562500 Penalty: 2781.521240
	Iteration 30Q: 3 clusters Score -535547.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -535548.500000 Penalty: 2781.521240
	Iteration 31Q: 3 clusters Score -535548.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -535548.812500 Penalty: 2781.521240
	Iteration 32Q: 3 clusters Score -535548.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -535548.812500 Penalty: 2781.521240
	Iteration 33F: 3 clusters Score -535548.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11035 members 
Mstep: Class 4 contains 13822 members 
Mstep: Class 5 contains 38129 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127936 members 
Mstep: Class 10 contains 24558 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6449 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13047 members 
Mstep: Class 16 contains 31372 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18417 members 
Mstep: Class 19 contains 2050 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174048 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18726 members 
Mstep: Class 26 contains 17972 members 
Mstep: Class 27 contains 42566 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Mstep: Class 33 contains 3161 members 
Entering Unmasked Estep 
Score: -65958448.000000 Penalty: 71703.882812
Splitting cluster 19 changes total score from -65959176.000000 to -65958448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -10870.791992 Penalty: 815.307922
	Iteration 0F: 2 clusters Score -10870.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10346.876953 Penalty: 1630.615845
	Iteration 0F: 3 clusters Score -10346.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10490.355469 Penalty: 1630.615845
	Iteration 1F: 3 clusters Score -10490.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10516.894531 Penalty: 1630.615845
	Iteration 2Q: 3 clusters Score -10516.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10551.935547 Penalty: 1630.615845
	Iteration 3Q: 3 clusters Score -10551.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10571.461914 Penalty: 1630.615845
	Iteration 4Q: 3 clusters Score -10571.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10577.652344 Penalty: 1630.615845
	Iteration 5Q: 3 clusters Score -10577.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10577.652344 Penalty: 1630.615845
	Iteration 6F: 3 clusters Score -10577.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Entering Unmasked Estep 
Score: -463832.843750 Penalty: 1363.971191
	Iteration 0F: 2 clusters Score -463832.8 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 2233 members 
Entering Unmasked Estep 
Score: -460235.500000 Penalty: 2727.942383
	Iteration 0F: 3 clusters Score -460235.5 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -461293.687500 Penalty: 2727.942383
	Iteration 1F: 3 clusters Score -461293.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -461482.062500 Penalty: 2727.942383
	Iteration 2F: 3 clusters Score -461482.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -461644.656250 Penalty: 2727.942383
	Iteration 3F: 3 clusters Score -461644.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -461844.968750 Penalty: 2727.942383
	Iteration 4F: 3 clusters Score -461845 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -462100.687500 Penalty: 2727.942383
	Iteration 5F: 3 clusters Score -462100.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -462345.406250 Penalty: 2727.942383
	Iteration 6F: 3 clusters Score -462345.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -462569.000000 Penalty: 2727.942383
	Iteration 7F: 3 clusters Score -462569 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -462703.093750 Penalty: 2727.942383
	Iteration 8Q: 3 clusters Score -462703.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -462789.218750 Penalty: 2727.942383
	Iteration 9Q: 3 clusters Score -462789.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -462850.250000 Penalty: 2727.942383
	Iteration 10Q: 3 clusters Score -462850.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -462897.125000 Penalty: 2727.942383
	Iteration 11Q: 3 clusters Score -462897.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -462928.875000 Penalty: 2727.942383
	Iteration 12Q: 3 clusters Score -462928.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -462945.687500 Penalty: 2727.942383
	Iteration 13Q: 3 clusters Score -462945.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -462966.031250 Penalty: 2727.942383
	Iteration 14Q: 3 clusters Score -462966 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -462988.718750 Penalty: 2727.942383
	Iteration 15Q: 3 clusters Score -462988.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -462998.937500 Penalty: 2727.942383
	Iteration 16Q: 3 clusters Score -462998.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -463005.093750 Penalty: 2727.942383
	Iteration 17Q: 3 clusters Score -463005.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -463008.812500 Penalty: 2727.942383
	Iteration 18Q: 3 clusters Score -463008.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -463013.625000 Penalty: 2727.942383
	Iteration 19Q: 3 clusters Score -463013.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -463015.968750 Penalty: 2727.942383
	Iteration 20F: 3 clusters Score -463016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -463017.718750 Penalty: 2727.942383
	Iteration 21Q: 3 clusters Score -463017.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -463018.500000 Penalty: 2727.942383
	Iteration 22Q: 3 clusters Score -463018.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -463020.500000 Penalty: 2727.942383
	Iteration 23Q: 3 clusters Score -463020.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -463023.312500 Penalty: 2727.942383
	Iteration 24Q: 3 clusters Score -463023.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -463025.156250 Penalty: 2727.942383
	Iteration 25Q: 3 clusters Score -463025.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -463028.343750 Penalty: 2727.942383
	Iteration 26Q: 3 clusters Score -463028.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -463028.968750 Penalty: 2727.942383
	Iteration 27Q: 3 clusters Score -463029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -463029.250000 Penalty: 2727.942383
	Iteration 28Q: 3 clusters Score -463029.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -463029.250000 Penalty: 2727.942383
	Iteration 29F: 3 clusters Score -463029.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (174048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174048 members 
Entering Unmasked Estep 
Score: -18674632.000000 Penalty: 1960.901489
	Iteration 0F: 2 clusters Score -1.867463e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86909 members 
Mstep: Class 2 contains 87139 members 
Entering Unmasked Estep 
Score: -18565496.000000 Penalty: 3921.802979
	Iteration 0F: 3 clusters Score -1.85655e+07 nChanged 84238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82815 members 
Mstep: Class 2 contains 91233 members 
Entering Unmasked Estep 
Score: -18614696.000000 Penalty: 3921.802979
	Iteration 1F: 3 clusters Score -1.86147e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80231 members 
Mstep: Class 2 contains 93817 members 
Entering Unmasked Estep 
Score: -18616106.000000 Penalty: 3921.802979
	Iteration 2Q: 3 clusters Score -1.861611e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76298 members 
Mstep: Class 2 contains 97750 members 
Entering Unmasked Estep 
Score: -18618072.000000 Penalty: 3921.802979
	Iteration 3Q: 3 clusters Score -1.861807e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70528 members 
Mstep: Class 2 contains 103520 members 
Entering Unmasked Estep 
Score: -18621174.000000 Penalty: 3921.802979
	Iteration 4Q: 3 clusters Score -1.862117e+07 nChanged 9834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62266 members 
Mstep: Class 2 contains 111782 members 
Entering Unmasked Estep 
Score: -18626666.000000 Penalty: 3921.802979
	Iteration 5F: 3 clusters Score -1.862667e+07 nChanged 11979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51411 members 
Mstep: Class 2 contains 122637 members 
Entering Unmasked Estep 
Score: -18634632.000000 Penalty: 3921.802979
	Iteration 6F: 3 clusters Score -1.863463e+07 nChanged 13637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 135564 members 
Entering Unmasked Estep 
Score: -18645642.000000 Penalty: 3921.802979
	Iteration 7F: 3 clusters Score -1.864564e+07 nChanged 13079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 148339 members 
Entering Unmasked Estep 
Score: -18657104.000000 Penalty: 3921.802979
	Iteration 8F: 3 clusters Score -1.86571e+07 nChanged 11107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 159386 members 
Entering Unmasked Estep 
Score: -18665878.000000 Penalty: 3921.802979
	Iteration 9F: 3 clusters Score -1.866588e+07 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 166874 members 
Entering Unmasked Estep 
Score: -18670398.000000 Penalty: 3921.802979
	Iteration 10Q: 3 clusters Score -1.86704e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 170831 members 
Entering Unmasked Estep 
Score: -18672122.000000 Penalty: 3921.802979
	Iteration 11Q: 3 clusters Score -1.867212e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 172651 members 
Entering Unmasked Estep 
Score: -18672786.000000 Penalty: 3921.802979
	Iteration 12Q: 3 clusters Score -1.867279e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 173338 members 
Entering Unmasked Estep 
Score: -18673000.000000 Penalty: 3921.802979
	Iteration 13Q: 3 clusters Score -1.8673e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 173572 members 
Entering Unmasked Estep 
Score: -18673110.000000 Penalty: 3921.802979
	Iteration 14Q: 3 clusters Score -1.867311e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 173651 members 
Entering Unmasked Estep 
Score: -18673160.000000 Penalty: 3921.802979
	Iteration 15Q: 3 clusters Score -1.867316e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 173688 members 
Entering Unmasked Estep 
Score: -18673166.000000 Penalty: 3921.802979
	Iteration 16Q: 3 clusters Score -1.867317e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 173709 members 
Entering Unmasked Estep 
Score: -18673182.000000 Penalty: 3921.802979
	Iteration 17Q: 3 clusters Score -1.867318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 173721 members 
Entering Unmasked Estep 
Score: -18673184.000000 Penalty: 3921.802979
	Iteration 18Q: 3 clusters Score -1.867318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 173726 members 
Entering Unmasked Estep 
Score: -18673172.000000 Penalty: 3921.802979
	Iteration 19Q: 3 clusters Score -1.867317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 173728 members 
Entering Unmasked Estep 
Score: -18673188.000000 Penalty: 3921.802979
	Iteration 20F: 3 clusters Score -1.867319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 173736 members 
Entering Unmasked Estep 
Score: -18673182.000000 Penalty: 3921.802979
	Iteration 21Q: 3 clusters Score -1.867318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 173739 members 
Entering Unmasked Estep 
Score: -18673198.000000 Penalty: 3921.802979
	Iteration 22Q: 3 clusters Score -1.86732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 173743 members 
Entering Unmasked Estep 
Score: -18673204.000000 Penalty: 3921.802979
	Iteration 23Q: 3 clusters Score -1.86732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 173748 members 
Entering Unmasked Estep 
Score: -18673206.000000 Penalty: 3921.802979
	Iteration 24Q: 3 clusters Score -1.867321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 173749 members 
Entering Unmasked Estep 
Score: -18673228.000000 Penalty: 3921.802979
	Iteration 25Q: 3 clusters Score -1.867323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 173750 members 
Entering Unmasked Estep 
Score: -18673242.000000 Penalty: 3921.802979
	Iteration 26Q: 3 clusters Score -1.867324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 173753 members 
Entering Unmasked Estep 
Score: -18673250.000000 Penalty: 3921.802979
	Iteration 27Q: 3 clusters Score -1.867325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 173754 members 
Entering Unmasked Estep 
Score: -18673244.000000 Penalty: 3921.802979
	Iteration 28Q: 3 clusters Score -1.867324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 173754 members 
Entering Unmasked Estep 
Score: -18673244.000000 Penalty: 3921.802979
	Iteration 29F: 3 clusters Score -1.867324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Entering Unmasked Estep 
Score: -239395.937500 Penalty: 1265.449585
	Iteration 0F: 2 clusters Score -239395.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -237104.062500 Penalty: 2530.899170
	Iteration 0F: 3 clusters Score -237104.1 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -237707.203125 Penalty: 2530.899170
	Iteration 1F: 3 clusters Score -237707.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -237892.390625 Penalty: 2530.899170
	Iteration 2F: 3 clusters Score -237892.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -238045.125000 Penalty: 2530.899170
	Iteration 3F: 3 clusters Score -238045.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -238203.500000 Penalty: 2530.899170
	Iteration 4F: 3 clusters Score -238203.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -238363.328125 Penalty: 2530.899170
	Iteration 5F: 3 clusters Score -238363.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -238492.984375 Penalty: 2530.899170
	Iteration 6F: 3 clusters Score -238493 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -238604.125000 Penalty: 2530.899170
	Iteration 7Q: 3 clusters Score -238604.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -238679.828125 Penalty: 2530.899170
	Iteration 8Q: 3 clusters Score -238679.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -238724.546875 Penalty: 2530.899170
	Iteration 9Q: 3 clusters Score -238724.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -238771.625000 Penalty: 2530.899170
	Iteration 10Q: 3 clusters Score -238771.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -238802.031250 Penalty: 2530.899170
	Iteration 11Q: 3 clusters Score -238802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -238826.203125 Penalty: 2530.899170
	Iteration 12Q: 3 clusters Score -238826.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -238844.156250 Penalty: 2530.899170
	Iteration 13Q: 3 clusters Score -238844.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -238858.656250 Penalty: 2530.899170
	Iteration 14Q: 3 clusters Score -238858.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -238867.265625 Penalty: 2530.899170
	Iteration 15Q: 3 clusters Score -238867.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -238870.687500 Penalty: 2530.899170
	Iteration 16Q: 3 clusters Score -238870.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -238873.343750 Penalty: 2530.899170
	Iteration 17Q: 3 clusters Score -238873.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -238876.078125 Penalty: 2530.899170
	Iteration 18Q: 3 clusters Score -238876.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -238878.406250 Penalty: 2530.899170
	Iteration 19Q: 3 clusters Score -238878.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -238879.984375 Penalty: 2530.899170
	Iteration 20F: 3 clusters Score -238880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -238882.125000 Penalty: 2530.899170
	Iteration 21Q: 3 clusters Score -238882.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -238885.000000 Penalty: 2530.899170
	Iteration 22Q: 3 clusters Score -238885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -238887.953125 Penalty: 2530.899170
	Iteration 23Q: 3 clusters Score -238888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -238891.218750 Penalty: 2530.899170
	Iteration 24Q: 3 clusters Score -238891.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -238895.437500 Penalty: 2530.899170
	Iteration 25Q: 3 clusters Score -238895.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -238898.515625 Penalty: 2530.899170
	Iteration 26Q: 3 clusters Score -238898.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -238900.031250 Penalty: 2530.899170
	Iteration 27Q: 3 clusters Score -238900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -238900.703125 Penalty: 2530.899170
	Iteration 28Q: 3 clusters Score -238900.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -238901.125000 Penalty: 2530.899170
	Iteration 29Q: 3 clusters Score -238901.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -238901.234375 Penalty: 2530.899170
	Iteration 30Q: 3 clusters Score -238901.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -238901.234375 Penalty: 2530.899170
	Iteration 31F: 3 clusters Score -238901.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Entering Unmasked Estep 
Score: -411164.031250 Penalty: 1352.940918
	Iteration 0F: 2 clusters Score -411164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -407751.718750 Penalty: 2705.881836
	Iteration 0F: 3 clusters Score -407751.7 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -408701.093750 Penalty: 2705.881836
	Iteration 1F: 3 clusters Score -408701.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -408940.312500 Penalty: 2705.881836
	Iteration 2F: 3 clusters Score -408940.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -409124.656250 Penalty: 2705.881836
	Iteration 3F: 3 clusters Score -409124.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -409301.750000 Penalty: 2705.881836
	Iteration 4F: 3 clusters Score -409301.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -409477.656250 Penalty: 2705.881836
	Iteration 5Q: 3 clusters Score -409477.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -409656.250000 Penalty: 2705.881836
	Iteration 6Q: 3 clusters Score -409656.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -409850.062500 Penalty: 2705.881836
	Iteration 7Q: 3 clusters Score -409850.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -410045.843750 Penalty: 2705.881836
	Iteration 8Q: 3 clusters Score -410045.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -410230.437500 Penalty: 2705.881836
	Iteration 9Q: 3 clusters Score -410230.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -410393.843750 Penalty: 2705.881836
	Iteration 10Q: 3 clusters Score -410393.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -410488.500000 Penalty: 2705.881836
	Iteration 11Q: 3 clusters Score -410488.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -410542.781250 Penalty: 2705.881836
	Iteration 12Q: 3 clusters Score -410542.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -410575.656250 Penalty: 2705.881836
	Iteration 13Q: 3 clusters Score -410575.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -410595.406250 Penalty: 2705.881836
	Iteration 14Q: 3 clusters Score -410595.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -410608.093750 Penalty: 2705.881836
	Iteration 15Q: 3 clusters Score -410608.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -410618.781250 Penalty: 2705.881836
	Iteration 16Q: 3 clusters Score -410618.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -410623.281250 Penalty: 2705.881836
	Iteration 17Q: 3 clusters Score -410623.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -410626.281250 Penalty: 2705.881836
	Iteration 18Q: 3 clusters Score -410626.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -410626.437500 Penalty: 2705.881836
	Iteration 19Q: 3 clusters Score -410626.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -410626.156250 Penalty: 2705.881836
	Iteration 20F: 3 clusters Score -410626.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -410626.812500 Penalty: 2705.881836
	Iteration 21Q: 3 clusters Score -410626.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -410626.812500 Penalty: 2705.881836
	Iteration 22F: 3 clusters Score -410626.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Entering Unmasked Estep 
Score: -1990077.375000 Penalty: 1598.621094
	Iteration 0F: 2 clusters Score -1990077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1977284.125000 Penalty: 3197.242188
	Iteration 0F: 3 clusters Score -1977284 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1982266.375000 Penalty: 3197.242188
	Iteration 1F: 3 clusters Score -1982266 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1982887.375000 Penalty: 3197.242188
	Iteration 2F: 3 clusters Score -1982887 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1983595.250000 Penalty: 3197.242188
	Iteration 3F: 3 clusters Score -1983595 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1984404.875000 Penalty: 3197.242188
	Iteration 4F: 3 clusters Score -1984405 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1985249.750000 Penalty: 3197.242188
	Iteration 5F: 3 clusters Score -1985250 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1986144.625000 Penalty: 3197.242188
	Iteration 6F: 3 clusters Score -1986145 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1986881.125000 Penalty: 3197.242188
	Iteration 7Q: 3 clusters Score -1986881 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -1987390.875000 Penalty: 3197.242188
	Iteration 8Q: 3 clusters Score -1987391 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1987700.875000 Penalty: 3197.242188
	Iteration 9Q: 3 clusters Score -1987701 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -1987888.375000 Penalty: 3197.242188
	Iteration 10Q: 3 clusters Score -1987888 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -1988035.375000 Penalty: 3197.242188
	Iteration 11Q: 3 clusters Score -1988035 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -1988138.125000 Penalty: 3197.242188
	Iteration 12Q: 3 clusters Score -1988138 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -1988222.000000 Penalty: 3197.242188
	Iteration 13Q: 3 clusters Score -1988222 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -1988296.125000 Penalty: 3197.242188
	Iteration 14Q: 3 clusters Score -1988296 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -1988352.625000 Penalty: 3197.242188
	Iteration 15Q: 3 clusters Score -1988353 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -1988394.375000 Penalty: 3197.242188
	Iteration 16Q: 3 clusters Score -1988394 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -1988436.250000 Penalty: 3197.242188
	Iteration 17Q: 3 clusters Score -1988436 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -1988481.750000 Penalty: 3197.242188
	Iteration 18Q: 3 clusters Score -1988482 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -1988509.500000 Penalty: 3197.242188
	Iteration 19Q: 3 clusters Score -1988510 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -1988539.000000 Penalty: 3197.242188
	Iteration 20F: 3 clusters Score -1988539 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -1988564.750000 Penalty: 3197.242188
	Iteration 21Q: 3 clusters Score -1988565 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -1988595.125000 Penalty: 3197.242188
	Iteration 22Q: 3 clusters Score -1988595 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -1988632.875000 Penalty: 3197.242188
	Iteration 23Q: 3 clusters Score -1988633 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -1988673.375000 Penalty: 3197.242188
	Iteration 24Q: 3 clusters Score -1988673 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -1988709.500000 Penalty: 3197.242188
	Iteration 25Q: 3 clusters Score -1988710 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -1988728.750000 Penalty: 3197.242188
	Iteration 26Q: 3 clusters Score -1988729 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -1988743.750000 Penalty: 3197.242188
	Iteration 27Q: 3 clusters Score -1988744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -1988748.875000 Penalty: 3197.242188
	Iteration 28Q: 3 clusters Score -1988749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -1988757.375000 Penalty: 3197.242188
	Iteration 29Q: 3 clusters Score -1988757 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -1988767.625000 Penalty: 3197.242188
	Iteration 30Q: 3 clusters Score -1988768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -1988776.375000 Penalty: 3197.242188
	Iteration 31Q: 3 clusters Score -1988776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -1988786.000000 Penalty: 3197.242188
	Iteration 32Q: 3 clusters Score -1988786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -1988795.500000 Penalty: 3197.242188
	Iteration 33Q: 3 clusters Score -1988796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -1988799.625000 Penalty: 3197.242188
	Iteration 34Q: 3 clusters Score -1988800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -1988798.375000 Penalty: 3197.242188
	Iteration 35Q: 3 clusters Score -1988798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -1988810.375000 Penalty: 3197.242188
	Iteration 36Q: 3 clusters Score -1988810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -1988820.750000 Penalty: 3197.242188
	Iteration 37Q: 3 clusters Score -1988821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -1988826.500000 Penalty: 3197.242188
	Iteration 38Q: 3 clusters Score -1988826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -1988832.375000 Penalty: 3197.242188
	Iteration 39Q: 3 clusters Score -1988832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -1988832.875000 Penalty: 3197.242188
	Iteration 40F: 3 clusters Score -1988833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -1988833.625000 Penalty: 3197.242188
	Iteration 41Q: 3 clusters Score -1988834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -1988839.000000 Penalty: 3197.242188
	Iteration 42Q: 3 clusters Score -1988839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -1988842.750000 Penalty: 3197.242188
	Iteration 43Q: 3 clusters Score -1988843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -1988852.125000 Penalty: 3197.242188
	Iteration 44Q: 3 clusters Score -1988852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -1988853.625000 Penalty: 3197.242188
	Iteration 45Q: 3 clusters Score -1988854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -1988855.250000 Penalty: 3197.242188
	Iteration 46Q: 3 clusters Score -1988855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -1988853.500000 Penalty: 3197.242188
	Iteration 47Q: 3 clusters Score -1988854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -1988857.625000 Penalty: 3197.242188
	Iteration 48Q: 3 clusters Score -1988858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -1988857.625000 Penalty: 3197.242188
	Iteration 49F: 3 clusters Score -1988858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Entering Unmasked Estep 
Score: -1852349.375000 Penalty: 1591.942627
	Iteration 0F: 2 clusters Score -1852349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1839995.750000 Penalty: 3183.885254
	Iteration 0F: 3 clusters Score -1839996 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1844664.250000 Penalty: 3183.885254
	Iteration 1F: 3 clusters Score -1844664 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1845329.625000 Penalty: 3183.885254
	Iteration 2F: 3 clusters Score -1845330 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1846133.125000 Penalty: 3183.885254
	Iteration 3F: 3 clusters Score -1846133 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1847110.375000 Penalty: 3183.885254
	Iteration 4F: 3 clusters Score -1847110 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1848073.875000 Penalty: 3183.885254
	Iteration 5F: 3 clusters Score -1848074 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1848872.250000 Penalty: 3183.885254
	Iteration 6F: 3 clusters Score -1848872 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1849459.125000 Penalty: 3183.885254
	Iteration 7F: 3 clusters Score -1849459 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1849810.250000 Penalty: 3183.885254
	Iteration 8Q: 3 clusters Score -1849810 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1850007.625000 Penalty: 3183.885254
	Iteration 9Q: 3 clusters Score -1850008 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1850138.375000 Penalty: 3183.885254
	Iteration 10Q: 3 clusters Score -1850138 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1850220.750000 Penalty: 3183.885254
	Iteration 11Q: 3 clusters Score -1850221 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1850279.125000 Penalty: 3183.885254
	Iteration 12Q: 3 clusters Score -1850279 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1850331.250000 Penalty: 3183.885254
	Iteration 13Q: 3 clusters Score -1850331 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1850364.750000 Penalty: 3183.885254
	Iteration 14Q: 3 clusters Score -1850365 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1850400.625000 Penalty: 3183.885254
	Iteration 15Q: 3 clusters Score -1850401 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1850435.125000 Penalty: 3183.885254
	Iteration 16Q: 3 clusters Score -1850435 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1850468.625000 Penalty: 3183.885254
	Iteration 17Q: 3 clusters Score -1850469 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1850506.375000 Penalty: 3183.885254
	Iteration 18Q: 3 clusters Score -1850506 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1850548.000000 Penalty: 3183.885254
	Iteration 19Q: 3 clusters Score -1850548 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1850581.375000 Penalty: 3183.885254
	Iteration 20F: 3 clusters Score -1850581 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1850621.000000 Penalty: 3183.885254
	Iteration 21Q: 3 clusters Score -1850621 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1850655.125000 Penalty: 3183.885254
	Iteration 22Q: 3 clusters Score -1850655 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1850696.375000 Penalty: 3183.885254
	Iteration 23Q: 3 clusters Score -1850696 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1850743.875000 Penalty: 3183.885254
	Iteration 24Q: 3 clusters Score -1850744 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1850778.375000 Penalty: 3183.885254
	Iteration 25Q: 3 clusters Score -1850778 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1850811.625000 Penalty: 3183.885254
	Iteration 26Q: 3 clusters Score -1850812 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1850856.250000 Penalty: 3183.885254
	Iteration 27Q: 3 clusters Score -1850856 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1850893.000000 Penalty: 3183.885254
	Iteration 28Q: 3 clusters Score -1850893 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1850932.875000 Penalty: 3183.885254
	Iteration 29Q: 3 clusters Score -1850933 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1850966.250000 Penalty: 3183.885254
	Iteration 30Q: 3 clusters Score -1850966 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1851006.375000 Penalty: 3183.885254
	Iteration 31Q: 3 clusters Score -1851006 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1851032.625000 Penalty: 3183.885254
	Iteration 32Q: 3 clusters Score -1851033 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1851057.125000 Penalty: 3183.885254
	Iteration 33Q: 3 clusters Score -1851057 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1851080.375000 Penalty: 3183.885254
	Iteration 34Q: 3 clusters Score -1851080 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1851111.000000 Penalty: 3183.885254
	Iteration 35Q: 3 clusters Score -1851111 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1851150.500000 Penalty: 3183.885254
	Iteration 36Q: 3 clusters Score -1851150 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1851198.125000 Penalty: 3183.885254
	Iteration 37Q: 3 clusters Score -1851198 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1851256.125000 Penalty: 3183.885254
	Iteration 38Q: 3 clusters Score -1851256 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1851307.375000 Penalty: 3183.885254
	Iteration 39Q: 3 clusters Score -1851307 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1851334.500000 Penalty: 3183.885254
	Iteration 40F: 3 clusters Score -1851334 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1851354.625000 Penalty: 3183.885254
	Iteration 41Q: 3 clusters Score -1851355 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1851375.500000 Penalty: 3183.885254
	Iteration 42Q: 3 clusters Score -1851376 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1851391.750000 Penalty: 3183.885254
	Iteration 43Q: 3 clusters Score -1851392 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1851399.500000 Penalty: 3183.885254
	Iteration 44Q: 3 clusters Score -1851400 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1851411.625000 Penalty: 3183.885254
	Iteration 45Q: 3 clusters Score -1851412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1851422.000000 Penalty: 3183.885254
	Iteration 46Q: 3 clusters Score -1851422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1851424.250000 Penalty: 3183.885254
	Iteration 47Q: 3 clusters Score -1851424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1851426.125000 Penalty: 3183.885254
	Iteration 48Q: 3 clusters Score -1851426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1851428.250000 Penalty: 3183.885254
	Iteration 49Q: 3 clusters Score -1851428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1851427.625000 Penalty: 3183.885254
	Iteration 50Q: 3 clusters Score -1851428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1851432.750000 Penalty: 3183.885254
	Iteration 51Q: 3 clusters Score -1851433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1851430.750000 Penalty: 3183.885254
	Iteration 52Q: 3 clusters Score -1851431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1851433.750000 Penalty: 3183.885254
	Iteration 53Q: 3 clusters Score -1851434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1851437.125000 Penalty: 3183.885254
	Iteration 54Q: 3 clusters Score -1851437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1851437.250000 Penalty: 3183.885254
	Iteration 55Q: 3 clusters Score -1851437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1851438.000000 Penalty: 3183.885254
	Iteration 56Q: 3 clusters Score -1851438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1851443.125000 Penalty: 3183.885254
	Iteration 57Q: 3 clusters Score -1851443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1851446.125000 Penalty: 3183.885254
	Iteration 58Q: 3 clusters Score -1851446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1851446.000000 Penalty: 3183.885254
	Iteration 59Q: 3 clusters Score -1851446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1851441.750000 Penalty: 3183.885254
	Iteration 60F: 3 clusters Score -1851442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1851441.875000 Penalty: 3183.885254
	Iteration 61Q: 3 clusters Score -1851442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1851444.500000 Penalty: 3183.885254
	Iteration 62Q: 3 clusters Score -1851444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1851444.875000 Penalty: 3183.885254
	Iteration 63Q: 3 clusters Score -1851445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1851446.125000 Penalty: 3183.885254
	Iteration 64Q: 3 clusters Score -1851446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1851445.000000 Penalty: 3183.885254
	Iteration 65Q: 3 clusters Score -1851445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1851446.250000 Penalty: 3183.885254
	Iteration 66Q: 3 clusters Score -1851446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1851446.250000 Penalty: 3183.885254
	Iteration 67F: 3 clusters Score -1851446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (42566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Entering Unmasked Estep 
Score: -4446932.000000 Penalty: 1732.056885
	Iteration 0F: 2 clusters Score -4446932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -4418460.500000 Penalty: 3464.113770
	Iteration 0F: 3 clusters Score -4418460 nChanged 19918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -4429858.500000 Penalty: 3464.113770
	Iteration 1F: 3 clusters Score -4429858 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -4430776.500000 Penalty: 3464.113770
	Iteration 2F: 3 clusters Score -4430776 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -4431974.500000 Penalty: 3464.113770
	Iteration 3F: 3 clusters Score -4431974 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -4433637.000000 Penalty: 3464.113770
	Iteration 4F: 3 clusters Score -4433637 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -4435820.000000 Penalty: 3464.113770
	Iteration 5F: 3 clusters Score -4435820 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -4438089.000000 Penalty: 3464.113770
	Iteration 6F: 3 clusters Score -4438089 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -4440159.000000 Penalty: 3464.113770
	Iteration 7F: 3 clusters Score -4440159 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -4441577.000000 Penalty: 3464.113770
	Iteration 8Q: 3 clusters Score -4441577 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -4442518.000000 Penalty: 3464.113770
	Iteration 9Q: 3 clusters Score -4442518 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -4443160.000000 Penalty: 3464.113770
	Iteration 10Q: 3 clusters Score -4443160 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -4443647.000000 Penalty: 3464.113770
	Iteration 11Q: 3 clusters Score -4443647 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -4444035.000000 Penalty: 3464.113770
	Iteration 12Q: 3 clusters Score -4444035 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -4444270.500000 Penalty: 3464.113770
	Iteration 13Q: 3 clusters Score -4444270 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -4444490.500000 Penalty: 3464.113770
	Iteration 14Q: 3 clusters Score -4444490 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -4444672.000000 Penalty: 3464.113770
	Iteration 15Q: 3 clusters Score -4444672 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -4444831.000000 Penalty: 3464.113770
	Iteration 16Q: 3 clusters Score -4444831 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -4444944.000000 Penalty: 3464.113770
	Iteration 17Q: 3 clusters Score -4444944 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -4445046.500000 Penalty: 3464.113770
	Iteration 18Q: 3 clusters Score -4445046 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -4445136.000000 Penalty: 3464.113770
	Iteration 19Q: 3 clusters Score -4445136 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -4445212.500000 Penalty: 3464.113770
	Iteration 20F: 3 clusters Score -4445212 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -4445277.500000 Penalty: 3464.113770
	Iteration 21Q: 3 clusters Score -4445278 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -4445340.000000 Penalty: 3464.113770
	Iteration 22Q: 3 clusters Score -4445340 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -4445420.000000 Penalty: 3464.113770
	Iteration 23Q: 3 clusters Score -4445420 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -4445473.500000 Penalty: 3464.113770
	Iteration 24Q: 3 clusters Score -4445474 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 37113 members 
Entering Unmasked Estep 
Score: -4445522.000000 Penalty: 3464.113770
	Iteration 25Q: 3 clusters Score -4445522 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -4445596.500000 Penalty: 3464.113770
	Iteration 26Q: 3 clusters Score -4445596 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -4445677.500000 Penalty: 3464.113770
	Iteration 27Q: 3 clusters Score -4445678 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -4445744.500000 Penalty: 3464.113770
	Iteration 28Q: 3 clusters Score -4445744 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -4445810.500000 Penalty: 3464.113770
	Iteration 29Q: 3 clusters Score -4445810 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -4445849.000000 Penalty: 3464.113770
	Iteration 30Q: 3 clusters Score -4445849 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -4445895.500000 Penalty: 3464.113770
	Iteration 31Q: 3 clusters Score -4445896 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -4445927.000000 Penalty: 3464.113770
	Iteration 32Q: 3 clusters Score -4445927 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -4445972.000000 Penalty: 3464.113770
	Iteration 33Q: 3 clusters Score -4445972 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -4446000.000000 Penalty: 3464.113770
	Iteration 34Q: 3 clusters Score -4446000 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -4446000.500000 Penalty: 3464.113770
	Iteration 35Q: 3 clusters Score -4446000 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -4446020.000000 Penalty: 3464.113770
	Iteration 36Q: 3 clusters Score -4446020 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -4446042.000000 Penalty: 3464.113770
	Iteration 37Q: 3 clusters Score -4446042 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -4446054.500000 Penalty: 3464.113770
	Iteration 38Q: 3 clusters Score -4446054 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -4446076.500000 Penalty: 3464.113770
	Iteration 39Q: 3 clusters Score -4446076 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -4446087.500000 Penalty: 3464.113770
	Iteration 40F: 3 clusters Score -4446088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -4446087.500000 Penalty: 3464.113770
	Iteration 41Q: 3 clusters Score -4446088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -4446091.500000 Penalty: 3464.113770
	Iteration 42Q: 3 clusters Score -4446092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -4446099.000000 Penalty: 3464.113770
	Iteration 43Q: 3 clusters Score -4446099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -4446097.500000 Penalty: 3464.113770
	Iteration 44Q: 3 clusters Score -4446098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -4446095.000000 Penalty: 3464.113770
	Iteration 45Q: 3 clusters Score -4446095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -4446095.500000 Penalty: 3464.113770
	Iteration 46Q: 3 clusters Score -4446096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -4446103.500000 Penalty: 3464.113770
	Iteration 47Q: 3 clusters Score -4446104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -4446098.500000 Penalty: 3464.113770
	Iteration 48Q: 3 clusters Score -4446098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -4446100.500000 Penalty: 3464.113770
	Iteration 49Q: 3 clusters Score -4446100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -4446100.000000 Penalty: 3464.113770
	Iteration 50Q: 3 clusters Score -4446100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -4446101.500000 Penalty: 3464.113770
	Iteration 51Q: 3 clusters Score -4446102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -4446105.000000 Penalty: 3464.113770
	Iteration 52Q: 3 clusters Score -4446105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -4446105.000000 Penalty: 3464.113770
	Iteration 53F: 3 clusters Score -4446105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -70387.796875 Penalty: 1068.902466
	Iteration 0F: 2 clusters Score -70387.8 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 352 members 
Entering Unmasked Estep 
Score: -69204.882812 Penalty: 2137.804932
	Iteration 0F: 3 clusters Score -69204.88 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -69484.437500 Penalty: 2137.804932
	Iteration 1F: 3 clusters Score -69484.44 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -69635.304688 Penalty: 2137.804932
	Iteration 2F: 3 clusters Score -69635.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -69714.234375 Penalty: 2137.804932
	Iteration 3F: 3 clusters Score -69714.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -69796.250000 Penalty: 2137.804932
	Iteration 4F: 3 clusters Score -69796.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -69880.328125 Penalty: 2137.804932
	Iteration 5F: 3 clusters Score -69880.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -70092.500000 Penalty: 2137.804932
	Iteration 6Q: 3 clusters Score -70092.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -70298.414062 Penalty: 2137.804932
	Iteration 7Q: 3 clusters Score -70298.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -70455.875000 Penalty: 2137.804932
	Iteration 8Q: 3 clusters Score -70455.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -70473.335938 Penalty: 2137.804932
	Iteration 9Q: 3 clusters Score -70473.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -70485.945312 Penalty: 2137.804932
	Iteration 10Q: 3 clusters Score -70485.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -70492.132812 Penalty: 2137.804932
	Iteration 11Q: 3 clusters Score -70492.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -70499.882812 Penalty: 2137.804932
	Iteration 12Q: 3 clusters Score -70499.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -70504.875000 Penalty: 2137.804932
	Iteration 13Q: 3 clusters Score -70504.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -70506.062500 Penalty: 2137.804932
	Iteration 14Q: 3 clusters Score -70506.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -70506.062500 Penalty: 2137.804932
	Iteration 15F: 3 clusters Score -70506.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11035 members 
Mstep: Class 4 contains 13822 members 
Mstep: Class 5 contains 38129 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127936 members 
Mstep: Class 10 contains 24558 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6449 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13047 members 
Mstep: Class 16 contains 31372 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18417 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174048 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18726 members 
Mstep: Class 26 contains 17972 members 
Mstep: Class 27 contains 42566 members 
Mstep: Class 28 contains 633 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Mstep: Class 33 contains 86 members 
Entering Unmasked Estep 
Score: -65958124.000000 Penalty: 71703.882812
Splitting cluster 28 changes total score from -65959176.000000 to -65958124.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -61195.035156 Penalty: 1055.725952
	Iteration 0F: 2 clusters Score -61195.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59999.414062 Penalty: 2111.451904
	Iteration 0F: 3 clusters Score -59999.41 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -60272.156250 Penalty: 2111.451904
	Iteration 1F: 3 clusters Score -60272.16 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -60413.414062 Penalty: 2111.451904
	Iteration 2F: 3 clusters Score -60413.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60485.082031 Penalty: 2111.451904
	Iteration 3Q: 3 clusters Score -60485.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60532.566406 Penalty: 2111.451904
	Iteration 4Q: 3 clusters Score -60532.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -60580.378906 Penalty: 2111.451904
	Iteration 5Q: 3 clusters Score -60580.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -60627.062500 Penalty: 2111.451904
	Iteration 6Q: 3 clusters Score -60627.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -60659.007812 Penalty: 2111.451904
	Iteration 7Q: 3 clusters Score -60659.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -60674.476562 Penalty: 2111.451904
	Iteration 8Q: 3 clusters Score -60674.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60679.519531 Penalty: 2111.451904
	Iteration 9Q: 3 clusters Score -60679.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60690.718750 Penalty: 2111.451904
	Iteration 10Q: 3 clusters Score -60690.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -60693.355469 Penalty: 2111.451904
	Iteration 11Q: 3 clusters Score -60693.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -60698.132812 Penalty: 2111.451904
	Iteration 12Q: 3 clusters Score -60698.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -60699.472656 Penalty: 2111.451904
	Iteration 13Q: 3 clusters Score -60699.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -60701.031250 Penalty: 2111.451904
	Iteration 14Q: 3 clusters Score -60701.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -60701.031250 Penalty: 2111.451904
	Iteration 15F: 3 clusters Score -60701.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -84332.929688 Penalty: 1124.287964
	Iteration 0F: 2 clusters Score -84332.93 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 504 members 
Entering Unmasked Estep 
Score: -82916.960938 Penalty: 2248.575928
	Iteration 0F: 3 clusters Score -82916.96 nChanged 306
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: -83247.351562 Penalty: 2248.575928
	Iteration 1F: 3 clusters Score -83247.35 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -83487.804688 Penalty: 2248.575928
	Iteration 2F: 3 clusters Score -83487.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -83646.250000 Penalty: 2248.575928
	Iteration 3F: 3 clusters Score -83646.25 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -83747.906250 Penalty: 2248.575928
	Iteration 4F: 3 clusters Score -83747.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -83788.718750 Penalty: 2248.575928
	Iteration 5Q: 3 clusters Score -83788.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -83825.796875 Penalty: 2248.575928
	Iteration 6Q: 3 clusters Score -83825.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -83859.078125 Penalty: 2248.575928
	Iteration 7Q: 3 clusters Score -83859.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -83885.835938 Penalty: 2248.575928
	Iteration 8Q: 3 clusters Score -83885.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -83910.515625 Penalty: 2248.575928
	Iteration 9Q: 3 clusters Score -83910.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -83957.281250 Penalty: 2248.575928
	Iteration 10Q: 3 clusters Score -83957.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -83995.562500 Penalty: 2248.575928
	Iteration 11Q: 3 clusters Score -83995.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -84030.804688 Penalty: 2248.575928
	Iteration 12Q: 3 clusters Score -84030.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -84048.632812 Penalty: 2248.575928
	Iteration 13Q: 3 clusters Score -84048.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -84057.617188 Penalty: 2248.575928
	Iteration 14Q: 3 clusters Score -84057.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -84063.664062 Penalty: 2248.575928
	Iteration 15Q: 3 clusters Score -84063.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -84064.242188 Penalty: 2248.575928
	Iteration 16Q: 3 clusters Score -84064.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -84067.585938 Penalty: 2248.575928
	Iteration 17Q: 3 clusters Score -84067.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -84069.687500 Penalty: 2248.575928
	Iteration 18Q: 3 clusters Score -84069.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -84069.687500 Penalty: 2248.575928
	Iteration 19F: 3 clusters Score -84069.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Entering Unmasked Estep 
Score: -356563.656250 Penalty: 1319.208618
	Iteration 0F: 2 clusters Score -356563.7 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 1685 members 
Entering Unmasked Estep 
Score: -353637.125000 Penalty: 2638.417236
	Iteration 0F: 3 clusters Score -353637.1 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -354369.531250 Penalty: 2638.417236
	Iteration 1F: 3 clusters Score -354369.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -354525.843750 Penalty: 2638.417236
	Iteration 2F: 3 clusters Score -354525.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -354628.250000 Penalty: 2638.417236
	Iteration 3Q: 3 clusters Score -354628.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -354716.125000 Penalty: 2638.417236
	Iteration 4Q: 3 clusters Score -354716.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -354788.968750 Penalty: 2638.417236
	Iteration 5Q: 3 clusters Score -354789 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -354846.718750 Penalty: 2638.417236
	Iteration 6Q: 3 clusters Score -354846.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -354888.718750 Penalty: 2638.417236
	Iteration 7Q: 3 clusters Score -354888.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -354920.531250 Penalty: 2638.417236
	Iteration 8Q: 3 clusters Score -354920.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -354946.312500 Penalty: 2638.417236
	Iteration 9Q: 3 clusters Score -354946.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -354978.187500 Penalty: 2638.417236
	Iteration 10Q: 3 clusters Score -354978.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -355010.000000 Penalty: 2638.417236
	Iteration 11Q: 3 clusters Score -355010 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -355042.312500 Penalty: 2638.417236
	Iteration 12Q: 3 clusters Score -355042.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -355068.218750 Penalty: 2638.417236
	Iteration 13Q: 3 clusters Score -355068.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -355089.375000 Penalty: 2638.417236
	Iteration 14Q: 3 clusters Score -355089.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -355109.406250 Penalty: 2638.417236
	Iteration 15Q: 3 clusters Score -355109.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -355123.281250 Penalty: 2638.417236
	Iteration 16Q: 3 clusters Score -355123.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -355136.375000 Penalty: 2638.417236
	Iteration 17Q: 3 clusters Score -355136.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -355147.843750 Penalty: 2638.417236
	Iteration 18Q: 3 clusters Score -355147.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -355154.906250 Penalty: 2638.417236
	Iteration 19Q: 3 clusters Score -355154.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -355158.906250 Penalty: 2638.417236
	Iteration 20F: 3 clusters Score -355158.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -355163.312500 Penalty: 2638.417236
	Iteration 21Q: 3 clusters Score -355163.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -355167.468750 Penalty: 2638.417236
	Iteration 22Q: 3 clusters Score -355167.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -355171.312500 Penalty: 2638.417236
	Iteration 23Q: 3 clusters Score -355171.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -355173.875000 Penalty: 2638.417236
	Iteration 24Q: 3 clusters Score -355173.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -355176.250000 Penalty: 2638.417236
	Iteration 25Q: 3 clusters Score -355176.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -355177.156250 Penalty: 2638.417236
	Iteration 26Q: 3 clusters Score -355177.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -355178.562500 Penalty: 2638.417236
	Iteration 27Q: 3 clusters Score -355178.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -355178.875000 Penalty: 2638.417236
	Iteration 28Q: 3 clusters Score -355178.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -355179.031250 Penalty: 2638.417236
	Iteration 29Q: 3 clusters Score -355179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -355180.593750 Penalty: 2638.417236
	Iteration 30Q: 3 clusters Score -355180.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -355180.281250 Penalty: 2638.417236
	Iteration 31Q: 3 clusters Score -355180.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -355180.937500 Penalty: 2638.417236
	Iteration 32Q: 3 clusters Score -355180.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -355181.093750 Penalty: 2638.417236
	Iteration 33Q: 3 clusters Score -355181.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -355182.000000 Penalty: 2638.417236
	Iteration 34Q: 3 clusters Score -355182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -355182.000000 Penalty: 2638.417236
	Iteration 35F: 3 clusters Score -355182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -20765.361328 Penalty: 874.233276
	Iteration 0F: 2 clusters Score -20765.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20070.035156 Penalty: 1748.466553
	Iteration 0F: 3 clusters Score -20070.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20160.992188 Penalty: 1748.466553
	Iteration 1F: 3 clusters Score -20160.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20192.132812 Penalty: 1748.466553
	Iteration 2Q: 3 clusters Score -20192.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20212.548828 Penalty: 1748.466553
	Iteration 3Q: 3 clusters Score -20212.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20212.548828 Penalty: 1748.466553
	Iteration 4F: 3 clusters Score -20212.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11035 members 
Mstep: Class 4 contains 13822 members 
Mstep: Class 5 contains 38129 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127936 members 
Mstep: Class 10 contains 24558 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6449 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13047 members 
Mstep: Class 16 contains 31372 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18417 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174048 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18726 members 
Mstep: Class 26 contains 17972 members 
Mstep: Class 27 contains 42566 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959164.000000 Penalty: 69531.039062
Iteration 239Q: 33 clusters Score -6.595916e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11036 members 
Mstep: Class 4 contains 13823 members 
Mstep: Class 5 contains 38130 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127935 members 
Mstep: Class 10 contains 24559 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6449 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13038 members 
Mstep: Class 16 contains 31370 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18417 members 
Mstep: Class 19 contains 5212 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174049 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18726 members 
Mstep: Class 26 contains 17972 members 
Mstep: Class 27 contains 42572 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959112.000000 Penalty: 69531.039062
Iteration 240F: 33 clusters Score -6.595911e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11039 members 
Mstep: Class 4 contains 13823 members 
Mstep: Class 5 contains 38131 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127934 members 
Mstep: Class 10 contains 24561 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6449 members 
Mstep: Class 13 contains 31590 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13029 members 
Mstep: Class 16 contains 31369 members 
Mstep: Class 17 contains 6101 members 
Mstep: Class 18 contains 18418 members 
Mstep: Class 19 contains 5213 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174049 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 18726 members 
Mstep: Class 26 contains 17972 members 
Mstep: Class 27 contains 42575 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959180.000000 Penalty: 69531.039062
Iteration 241Q: 33 clusters Score -6.595918e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11038 members 
Mstep: Class 4 contains 13822 members 
Mstep: Class 5 contains 38131 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127933 members 
Mstep: Class 10 contains 24564 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6449 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13024 members 
Mstep: Class 16 contains 31369 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18417 members 
Mstep: Class 19 contains 5214 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174049 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4130 members 
Mstep: Class 25 contains 18726 members 
Mstep: Class 26 contains 17972 members 
Mstep: Class 27 contains 42579 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959128.000000 Penalty: 69531.039062
Iteration 242Q: 33 clusters Score -6.595913e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11039 members 
Mstep: Class 4 contains 13822 members 
Mstep: Class 5 contains 38131 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127933 members 
Mstep: Class 10 contains 24560 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6453 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13018 members 
Mstep: Class 16 contains 31369 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18417 members 
Mstep: Class 19 contains 5213 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174049 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4131 members 
Mstep: Class 25 contains 18726 members 
Mstep: Class 26 contains 17972 members 
Mstep: Class 27 contains 42584 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1011 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959132.000000 Penalty: 69531.039062
Iteration 243Q: 33 clusters Score -6.595913e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11039 members 
Mstep: Class 4 contains 13823 members 
Mstep: Class 5 contains 38130 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127933 members 
Mstep: Class 10 contains 24558 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6453 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 13007 members 
Mstep: Class 16 contains 31369 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18417 members 
Mstep: Class 19 contains 5214 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174049 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4131 members 
Mstep: Class 25 contains 18726 members 
Mstep: Class 26 contains 17972 members 
Mstep: Class 27 contains 42595 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959140.000000 Penalty: 69531.039062
Iteration 244Q: 33 clusters Score -6.595914e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11039 members 
Mstep: Class 4 contains 13823 members 
Mstep: Class 5 contains 38130 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127933 members 
Mstep: Class 10 contains 24556 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6452 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12999 members 
Mstep: Class 16 contains 31369 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18417 members 
Mstep: Class 19 contains 5214 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174049 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4131 members 
Mstep: Class 25 contains 18726 members 
Mstep: Class 26 contains 17972 members 
Mstep: Class 27 contains 42605 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1013 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959164.000000 Penalty: 69531.039062
Iteration 245Q: 33 clusters Score -6.595916e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11041 members 
Mstep: Class 4 contains 13823 members 
Mstep: Class 5 contains 38130 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127933 members 
Mstep: Class 10 contains 24557 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6452 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12993 members 
Mstep: Class 16 contains 31369 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18417 members 
Mstep: Class 19 contains 5215 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174049 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4131 members 
Mstep: Class 25 contains 18726 members 
Mstep: Class 26 contains 17972 members 
Mstep: Class 27 contains 42606 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1014 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959152.000000 Penalty: 69531.039062
Iteration 246Q: 33 clusters Score -6.595915e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 13823 members 
Mstep: Class 5 contains 38130 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127933 members 
Mstep: Class 10 contains 24558 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6454 members 
Mstep: Class 13 contains 31588 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12987 members 
Mstep: Class 16 contains 31369 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18416 members 
Mstep: Class 19 contains 5218 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174049 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4132 members 
Mstep: Class 25 contains 18726 members 
Mstep: Class 26 contains 17972 members 
Mstep: Class 27 contains 42601 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1015 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959132.000000 Penalty: 69531.039062
Iteration 247Q: 33 clusters Score -6.595913e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 13821 members 
Mstep: Class 5 contains 38130 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127933 members 
Mstep: Class 10 contains 24561 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6456 members 
Mstep: Class 13 contains 31588 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12986 members 
Mstep: Class 16 contains 31369 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18416 members 
Mstep: Class 19 contains 5219 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174048 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4132 members 
Mstep: Class 25 contains 18726 members 
Mstep: Class 26 contains 17972 members 
Mstep: Class 27 contains 42597 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1016 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959144.000000 Penalty: 69531.039062
Iteration 248Q: 33 clusters Score -6.595914e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11044 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 38130 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21139 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127933 members 
Mstep: Class 10 contains 24563 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6460 members 
Mstep: Class 13 contains 31588 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12989 members 
Mstep: Class 16 contains 31368 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18416 members 
Mstep: Class 19 contains 5219 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174047 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4132 members 
Mstep: Class 25 contains 18726 members 
Mstep: Class 26 contains 17973 members 
Mstep: Class 27 contains 42592 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1018 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959108.000000 Penalty: 69531.039062
Iteration 249Q: 33 clusters Score -6.595911e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 13818 members 
Mstep: Class 5 contains 38126 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127933 members 
Mstep: Class 10 contains 24564 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6465 members 
Mstep: Class 13 contains 31588 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12989 members 
Mstep: Class 16 contains 31368 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 18415 members 
Mstep: Class 19 contains 5220 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174047 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4133 members 
Mstep: Class 25 contains 18726 members 
Mstep: Class 26 contains 17974 members 
Mstep: Class 27 contains 42587 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1018 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959128.000000 Penalty: 69531.039062
Iteration 250Q: 33 clusters Score -6.595913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 38126 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127933 members 
Mstep: Class 10 contains 24564 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6470 members 
Mstep: Class 13 contains 31588 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12988 members 
Mstep: Class 16 contains 31368 members 
Mstep: Class 17 contains 6101 members 
Mstep: Class 18 contains 18412 members 
Mstep: Class 19 contains 5221 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174047 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4133 members 
Mstep: Class 25 contains 18726 members 
Mstep: Class 26 contains 17975 members 
Mstep: Class 27 contains 42583 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1018 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959100.000000 Penalty: 69531.039062
Iteration 251Q: 33 clusters Score -6.59591e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 38126 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127933 members 
Mstep: Class 10 contains 24564 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 6473 members 
Mstep: Class 13 contains 31588 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12988 members 
Mstep: Class 16 contains 31368 members 
Mstep: Class 17 contains 6099 members 
Mstep: Class 18 contains 18411 members 
Mstep: Class 19 contains 5221 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174046 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4133 members 
Mstep: Class 25 contains 18726 members 
Mstep: Class 26 contains 17974 members 
Mstep: Class 27 contains 42584 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1019 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959108.000000 Penalty: 69531.039062
Iteration 252Q: 33 clusters Score -6.595911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 38127 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127932 members 
Mstep: Class 10 contains 24564 members 
Mstep: Class 11 contains 4138 members 
Mstep: Class 12 contains 6472 members 
Mstep: Class 13 contains 31588 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12988 members 
Mstep: Class 16 contains 31368 members 
Mstep: Class 17 contains 6098 members 
Mstep: Class 18 contains 18411 members 
Mstep: Class 19 contains 5221 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174046 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4133 members 
Mstep: Class 25 contains 18726 members 
Mstep: Class 26 contains 17974 members 
Mstep: Class 27 contains 42584 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1020 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959052.000000 Penalty: 69531.039062
Iteration 253Q: 33 clusters Score -6.595905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 38129 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127932 members 
Mstep: Class 10 contains 24564 members 
Mstep: Class 11 contains 4139 members 
Mstep: Class 12 contains 6474 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12988 members 
Mstep: Class 16 contains 31368 members 
Mstep: Class 17 contains 6095 members 
Mstep: Class 18 contains 18410 members 
Mstep: Class 19 contains 5221 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174044 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4133 members 
Mstep: Class 25 contains 18726 members 
Mstep: Class 26 contains 17974 members 
Mstep: Class 27 contains 42584 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1020 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959064.000000 Penalty: 69531.039062
Iteration 254Q: 33 clusters Score -6.595906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 38132 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127932 members 
Mstep: Class 10 contains 24564 members 
Mstep: Class 11 contains 4140 members 
Mstep: Class 12 contains 6475 members 
Mstep: Class 13 contains 31590 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12988 members 
Mstep: Class 16 contains 31368 members 
Mstep: Class 17 contains 6092 members 
Mstep: Class 18 contains 18409 members 
Mstep: Class 19 contains 5221 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174043 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4133 members 
Mstep: Class 25 contains 18725 members 
Mstep: Class 26 contains 17974 members 
Mstep: Class 27 contains 42584 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1020 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959092.000000 Penalty: 69531.039062
Iteration 255Q: 33 clusters Score -6.595909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 38134 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21141 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127932 members 
Mstep: Class 10 contains 24564 members 
Mstep: Class 11 contains 4140 members 
Mstep: Class 12 contains 6475 members 
Mstep: Class 13 contains 31590 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12988 members 
Mstep: Class 16 contains 31367 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 18407 members 
Mstep: Class 19 contains 5221 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174044 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4133 members 
Mstep: Class 25 contains 18725 members 
Mstep: Class 26 contains 17975 members 
Mstep: Class 27 contains 42584 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1020 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959064.000000 Penalty: 69531.039062
Iteration 256Q: 33 clusters Score -6.595906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 38138 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127929 members 
Mstep: Class 10 contains 24564 members 
Mstep: Class 11 contains 4140 members 
Mstep: Class 12 contains 6475 members 
Mstep: Class 13 contains 31590 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12988 members 
Mstep: Class 16 contains 31367 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 18404 members 
Mstep: Class 19 contains 5222 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174044 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4133 members 
Mstep: Class 25 contains 18725 members 
Mstep: Class 26 contains 17975 members 
Mstep: Class 27 contains 42584 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1020 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959092.000000 Penalty: 69531.039062
Iteration 257Q: 33 clusters Score -6.595909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 38140 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127931 members 
Mstep: Class 10 contains 24564 members 
Mstep: Class 11 contains 4140 members 
Mstep: Class 12 contains 6476 members 
Mstep: Class 13 contains 31590 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12988 members 
Mstep: Class 16 contains 31367 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 18400 members 
Mstep: Class 19 contains 5223 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174042 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4133 members 
Mstep: Class 25 contains 18724 members 
Mstep: Class 26 contains 17976 members 
Mstep: Class 27 contains 42584 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1020 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959080.000000 Penalty: 69531.039062
Iteration 258Q: 33 clusters Score -6.595908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 38142 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127930 members 
Mstep: Class 10 contains 24564 members 
Mstep: Class 11 contains 4141 members 
Mstep: Class 12 contains 6479 members 
Mstep: Class 13 contains 31590 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12987 members 
Mstep: Class 16 contains 31367 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 18394 members 
Mstep: Class 19 contains 5224 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174042 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4133 members 
Mstep: Class 25 contains 18724 members 
Mstep: Class 26 contains 17977 members 
Mstep: Class 27 contains 42584 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1020 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959068.000000 Penalty: 69531.039062
Iteration 259Q: 33 clusters Score -6.595907e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 38143 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127928 members 
Mstep: Class 10 contains 24564 members 
Mstep: Class 11 contains 4142 members 
Mstep: Class 12 contains 6480 members 
Mstep: Class 13 contains 31590 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12985 members 
Mstep: Class 16 contains 31367 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 18394 members 
Mstep: Class 19 contains 5225 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174042 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4133 members 
Mstep: Class 25 contains 18725 members 
Mstep: Class 26 contains 17977 members 
Mstep: Class 27 contains 42583 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1020 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959092.000000 Penalty: 69531.039062
Iteration 260F: 33 clusters Score -6.595909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 38144 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127926 members 
Mstep: Class 10 contains 24564 members 
Mstep: Class 11 contains 4142 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 31590 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12985 members 
Mstep: Class 16 contains 31367 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 18396 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174041 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4133 members 
Mstep: Class 25 contains 18725 members 
Mstep: Class 26 contains 17976 members 
Mstep: Class 27 contains 42580 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1020 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959108.000000 Penalty: 69531.039062
Iteration 261Q: 33 clusters Score -6.595911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 13818 members 
Mstep: Class 5 contains 38144 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127926 members 
Mstep: Class 10 contains 24564 members 
Mstep: Class 11 contains 4142 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 31590 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12985 members 
Mstep: Class 16 contains 31368 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 18396 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174041 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4133 members 
Mstep: Class 25 contains 18725 members 
Mstep: Class 26 contains 17976 members 
Mstep: Class 27 contains 42580 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1020 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959100.000000 Penalty: 69531.039062
Iteration 262Q: 33 clusters Score -6.59591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 38147 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127926 members 
Mstep: Class 10 contains 24563 members 
Mstep: Class 11 contains 4142 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 31590 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12985 members 
Mstep: Class 16 contains 31368 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 18394 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174039 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4133 members 
Mstep: Class 25 contains 18725 members 
Mstep: Class 26 contains 17976 members 
Mstep: Class 27 contains 42580 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1020 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959124.000000 Penalty: 69531.039062
Iteration 263Q: 33 clusters Score -6.595912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 38148 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127926 members 
Mstep: Class 10 contains 24563 members 
Mstep: Class 11 contains 4142 members 
Mstep: Class 12 contains 6483 members 
Mstep: Class 13 contains 31590 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12985 members 
Mstep: Class 16 contains 31368 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 18392 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174038 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4133 members 
Mstep: Class 25 contains 18725 members 
Mstep: Class 26 contains 17976 members 
Mstep: Class 27 contains 42581 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1020 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959104.000000 Penalty: 69531.039062
Iteration 264Q: 33 clusters Score -6.59591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 13818 members 
Mstep: Class 5 contains 38147 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127926 members 
Mstep: Class 10 contains 24563 members 
Mstep: Class 11 contains 4142 members 
Mstep: Class 12 contains 6483 members 
Mstep: Class 13 contains 31590 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12986 members 
Mstep: Class 16 contains 31368 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 18392 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174038 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4133 members 
Mstep: Class 25 contains 18725 members 
Mstep: Class 26 contains 17976 members 
Mstep: Class 27 contains 42582 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1020 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959088.000000 Penalty: 69531.039062
Iteration 265Q: 33 clusters Score -6.595909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 13818 members 
Mstep: Class 5 contains 38146 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127926 members 
Mstep: Class 10 contains 24563 members 
Mstep: Class 11 contains 4142 members 
Mstep: Class 12 contains 6483 members 
Mstep: Class 13 contains 31590 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12986 members 
Mstep: Class 16 contains 31368 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 18392 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174038 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4133 members 
Mstep: Class 25 contains 18725 members 
Mstep: Class 26 contains 17976 members 
Mstep: Class 27 contains 42583 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1020 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959092.000000 Penalty: 69531.039062
Iteration 266Q: 33 clusters Score -6.595909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 13818 members 
Mstep: Class 5 contains 38148 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127925 members 
Mstep: Class 10 contains 24563 members 
Mstep: Class 11 contains 4142 members 
Mstep: Class 12 contains 6483 members 
Mstep: Class 13 contains 31590 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12986 members 
Mstep: Class 16 contains 31368 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 18392 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174037 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4133 members 
Mstep: Class 25 contains 18725 members 
Mstep: Class 26 contains 17976 members 
Mstep: Class 27 contains 42583 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1020 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959080.000000 Penalty: 69531.039062
Iteration 267Q: 33 clusters Score -6.595908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 13818 members 
Mstep: Class 5 contains 38150 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127925 members 
Mstep: Class 10 contains 24563 members 
Mstep: Class 11 contains 4142 members 
Mstep: Class 12 contains 6483 members 
Mstep: Class 13 contains 31590 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12986 members 
Mstep: Class 16 contains 31368 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 18392 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174035 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4133 members 
Mstep: Class 25 contains 18725 members 
Mstep: Class 26 contains 17976 members 
Mstep: Class 27 contains 42583 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1020 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959084.000000 Penalty: 69531.039062
Iteration 268Q: 33 clusters Score -6.595908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 13818 members 
Mstep: Class 5 contains 38150 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21141 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127925 members 
Mstep: Class 10 contains 24563 members 
Mstep: Class 11 contains 4142 members 
Mstep: Class 12 contains 6483 members 
Mstep: Class 13 contains 31590 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12986 members 
Mstep: Class 16 contains 31368 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 18392 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174036 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4133 members 
Mstep: Class 25 contains 18725 members 
Mstep: Class 26 contains 17976 members 
Mstep: Class 27 contains 42583 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1020 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959084.000000 Penalty: 69531.039062
Iteration 269Q: 33 clusters Score -6.595908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 13818 members 
Mstep: Class 5 contains 38150 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21141 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127925 members 
Mstep: Class 10 contains 24563 members 
Mstep: Class 11 contains 4142 members 
Mstep: Class 12 contains 6483 members 
Mstep: Class 13 contains 31590 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12986 members 
Mstep: Class 16 contains 31367 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 18392 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174037 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4133 members 
Mstep: Class 25 contains 18725 members 
Mstep: Class 26 contains 17976 members 
Mstep: Class 27 contains 42583 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1020 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959084.000000 Penalty: 69531.039062
Iteration 270Q: 33 clusters Score -6.595908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 13818 members 
Mstep: Class 5 contains 38150 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21141 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127925 members 
Mstep: Class 10 contains 24563 members 
Mstep: Class 11 contains 4142 members 
Mstep: Class 12 contains 6483 members 
Mstep: Class 13 contains 31590 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12986 members 
Mstep: Class 16 contains 31367 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 18392 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174037 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4133 members 
Mstep: Class 25 contains 18725 members 
Mstep: Class 26 contains 17976 members 
Mstep: Class 27 contains 42583 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1020 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959084.000000 Penalty: 69531.039062
Iteration 271F: 33 clusters Score -6.595908e+07 nChanged 0
Entering ConstructFrom: 
Score: -65959084.000000 Penalty: 69531.039062
Entering ConstructFrom: 
Trying to split cluster 1 (2122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Entering Unmasked Estep 
Score: -207110.859375 Penalty: 1244.768555
	Iteration 0F: 2 clusters Score -207110.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -204964.015625 Penalty: 2489.537109
	Iteration 0F: 3 clusters Score -204964 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -205491.609375 Penalty: 2489.537109
	Iteration 1F: 3 clusters Score -205491.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -205618.421875 Penalty: 2489.537109
	Iteration 2F: 3 clusters Score -205618.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -205711.171875 Penalty: 2489.537109
	Iteration 3Q: 3 clusters Score -205711.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -205786.984375 Penalty: 2489.537109
	Iteration 4Q: 3 clusters Score -205787 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -205858.656250 Penalty: 2489.537109
	Iteration 5Q: 3 clusters Score -205858.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -205949.421875 Penalty: 2489.537109
	Iteration 6Q: 3 clusters Score -205949.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -206069.234375 Penalty: 2489.537109
	Iteration 7Q: 3 clusters Score -206069.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -206200.984375 Penalty: 2489.537109
	Iteration 8Q: 3 clusters Score -206201 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -206315.750000 Penalty: 2489.537109
	Iteration 9Q: 3 clusters Score -206315.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -206382.890625 Penalty: 2489.537109
	Iteration 10Q: 3 clusters Score -206382.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -206418.437500 Penalty: 2489.537109
	Iteration 11Q: 3 clusters Score -206418.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -206446.937500 Penalty: 2489.537109
	Iteration 12Q: 3 clusters Score -206446.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -206468.125000 Penalty: 2489.537109
	Iteration 13Q: 3 clusters Score -206468.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -206480.343750 Penalty: 2489.537109
	Iteration 14Q: 3 clusters Score -206480.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -206487.953125 Penalty: 2489.537109
	Iteration 15Q: 3 clusters Score -206488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -206495.140625 Penalty: 2489.537109
	Iteration 16Q: 3 clusters Score -206495.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -206497.812500 Penalty: 2489.537109
	Iteration 17Q: 3 clusters Score -206497.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -206502.187500 Penalty: 2489.537109
	Iteration 18Q: 3 clusters Score -206502.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -206504.203125 Penalty: 2489.537109
	Iteration 19Q: 3 clusters Score -206504.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -206505.187500 Penalty: 2489.537109
	Iteration 20F: 3 clusters Score -206505.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -206505.468750 Penalty: 2489.537109
	Iteration 21Q: 3 clusters Score -206505.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -206505.468750 Penalty: 2489.537109
	Iteration 22F: 3 clusters Score -206505.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -77418.679688 Penalty: 1085.026123
	Iteration 0F: 2 clusters Score -77418.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -76123.757812 Penalty: 2170.052246
	Iteration 0F: 3 clusters Score -76123.76 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -76332.718750 Penalty: 2170.052246
	Iteration 1F: 3 clusters Score -76332.72 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -76401.460938 Penalty: 2170.052246
	Iteration 2F: 3 clusters Score -76401.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -76439.734375 Penalty: 2170.052246
	Iteration 3Q: 3 clusters Score -76439.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -76455.648438 Penalty: 2170.052246
	Iteration 4Q: 3 clusters Score -76455.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -76461.320312 Penalty: 2170.052246
	Iteration 5Q: 3 clusters Score -76461.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -76465.296875 Penalty: 2170.052246
	Iteration 6Q: 3 clusters Score -76465.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -76467.437500 Penalty: 2170.052246
	Iteration 7Q: 3 clusters Score -76467.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -76468.382812 Penalty: 2170.052246
	Iteration 8Q: 3 clusters Score -76468.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -76469.187500 Penalty: 2170.052246
	Iteration 9Q: 3 clusters Score -76469.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -76471.703125 Penalty: 2170.052246
	Iteration 10Q: 3 clusters Score -76471.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -76476.695312 Penalty: 2170.052246
	Iteration 11Q: 3 clusters Score -76476.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -76484.046875 Penalty: 2170.052246
	Iteration 12Q: 3 clusters Score -76484.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -76485.250000 Penalty: 2170.052246
	Iteration 13Q: 3 clusters Score -76485.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -76485.250000 Penalty: 2170.052246
	Iteration 14F: 3 clusters Score -76485.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Entering Unmasked Estep 
Score: -1163500.500000 Penalty: 1512.861084
	Iteration 0F: 2 clusters Score -1163500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1155611.750000 Penalty: 3025.722168
	Iteration 0F: 3 clusters Score -1155612 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1158538.500000 Penalty: 3025.722168
	Iteration 1F: 3 clusters Score -1158538 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1159071.375000 Penalty: 3025.722168
	Iteration 2F: 3 clusters Score -1159071 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1159615.875000 Penalty: 3025.722168
	Iteration 3F: 3 clusters Score -1159616 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1160129.125000 Penalty: 3025.722168
	Iteration 4F: 3 clusters Score -1160129 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1160586.125000 Penalty: 3025.722168
	Iteration 5F: 3 clusters Score -1160586 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1160933.875000 Penalty: 3025.722168
	Iteration 6F: 3 clusters Score -1160934 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1161180.750000 Penalty: 3025.722168
	Iteration 7Q: 3 clusters Score -1161181 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1161385.000000 Penalty: 3025.722168
	Iteration 8Q: 3 clusters Score -1161385 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1161535.250000 Penalty: 3025.722168
	Iteration 9Q: 3 clusters Score -1161535 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1161645.625000 Penalty: 3025.722168
	Iteration 10Q: 3 clusters Score -1161646 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1161729.875000 Penalty: 3025.722168
	Iteration 11Q: 3 clusters Score -1161730 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1161797.375000 Penalty: 3025.722168
	Iteration 12Q: 3 clusters Score -1161797 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1161854.250000 Penalty: 3025.722168
	Iteration 13Q: 3 clusters Score -1161854 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1161902.625000 Penalty: 3025.722168
	Iteration 14Q: 3 clusters Score -1161903 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1161950.125000 Penalty: 3025.722168
	Iteration 15Q: 3 clusters Score -1161950 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1161984.875000 Penalty: 3025.722168
	Iteration 16Q: 3 clusters Score -1161985 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1162031.000000 Penalty: 3025.722168
	Iteration 17Q: 3 clusters Score -1162031 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1162069.250000 Penalty: 3025.722168
	Iteration 18Q: 3 clusters Score -1162069 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1162095.250000 Penalty: 3025.722168
	Iteration 19Q: 3 clusters Score -1162095 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1162119.625000 Penalty: 3025.722168
	Iteration 20F: 3 clusters Score -1162120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1162137.375000 Penalty: 3025.722168
	Iteration 21Q: 3 clusters Score -1162137 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1162158.375000 Penalty: 3025.722168
	Iteration 22Q: 3 clusters Score -1162158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1162179.625000 Penalty: 3025.722168
	Iteration 23Q: 3 clusters Score -1162180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1162199.625000 Penalty: 3025.722168
	Iteration 24Q: 3 clusters Score -1162200 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1162218.250000 Penalty: 3025.722168
	Iteration 25Q: 3 clusters Score -1162218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1162233.625000 Penalty: 3025.722168
	Iteration 26Q: 3 clusters Score -1162234 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1162256.000000 Penalty: 3025.722168
	Iteration 27Q: 3 clusters Score -1162256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1162275.250000 Penalty: 3025.722168
	Iteration 28Q: 3 clusters Score -1162275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1162291.375000 Penalty: 3025.722168
	Iteration 29Q: 3 clusters Score -1162291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1162304.750000 Penalty: 3025.722168
	Iteration 30Q: 3 clusters Score -1162305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1162315.000000 Penalty: 3025.722168
	Iteration 31Q: 3 clusters Score -1162315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1162316.125000 Penalty: 3025.722168
	Iteration 32Q: 3 clusters Score -1162316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1162322.750000 Penalty: 3025.722168
	Iteration 33Q: 3 clusters Score -1162323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1162326.125000 Penalty: 3025.722168
	Iteration 34Q: 3 clusters Score -1162326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1162328.000000 Penalty: 3025.722168
	Iteration 35Q: 3 clusters Score -1162328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1162334.125000 Penalty: 3025.722168
	Iteration 36Q: 3 clusters Score -1162334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1162338.750000 Penalty: 3025.722168
	Iteration 37Q: 3 clusters Score -1162339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1162344.375000 Penalty: 3025.722168
	Iteration 38Q: 3 clusters Score -1162344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1162346.375000 Penalty: 3025.722168
	Iteration 39Q: 3 clusters Score -1162346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1162348.500000 Penalty: 3025.722168
	Iteration 40F: 3 clusters Score -1162348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1162351.250000 Penalty: 3025.722168
	Iteration 41Q: 3 clusters Score -1162351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1162352.250000 Penalty: 3025.722168
	Iteration 42Q: 3 clusters Score -1162352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1162354.125000 Penalty: 3025.722168
	Iteration 43Q: 3 clusters Score -1162354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1162356.250000 Penalty: 3025.722168
	Iteration 44Q: 3 clusters Score -1162356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1162361.000000 Penalty: 3025.722168
	Iteration 45Q: 3 clusters Score -1162361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1162361.750000 Penalty: 3025.722168
	Iteration 46Q: 3 clusters Score -1162362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1162365.000000 Penalty: 3025.722168
	Iteration 47Q: 3 clusters Score -1162365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1162364.875000 Penalty: 3025.722168
	Iteration 48Q: 3 clusters Score -1162365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1162366.000000 Penalty: 3025.722168
	Iteration 49Q: 3 clusters Score -1162366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1162366.875000 Penalty: 3025.722168
	Iteration 50Q: 3 clusters Score -1162367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1162370.000000 Penalty: 3025.722168
	Iteration 51Q: 3 clusters Score -1162370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1162369.375000 Penalty: 3025.722168
	Iteration 52Q: 3 clusters Score -1162369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1162369.375000 Penalty: 3025.722168
	Iteration 53F: 3 clusters Score -1162369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Entering Unmasked Estep 
Score: -1456440.375000 Penalty: 1549.230713
	Iteration 0F: 2 clusters Score -1456440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1446826.625000 Penalty: 3098.461426
	Iteration 0F: 3 clusters Score -1446827 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1450080.375000 Penalty: 3098.461426
	Iteration 1F: 3 clusters Score -1450080 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1450357.875000 Penalty: 3098.461426
	Iteration 2F: 3 clusters Score -1450358 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1450625.250000 Penalty: 3098.461426
	Iteration 3Q: 3 clusters Score -1450625 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1450875.625000 Penalty: 3098.461426
	Iteration 4Q: 3 clusters Score -1450876 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1451102.500000 Penalty: 3098.461426
	Iteration 5Q: 3 clusters Score -1451102 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1451323.125000 Penalty: 3098.461426
	Iteration 6Q: 3 clusters Score -1451323 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1451551.750000 Penalty: 3098.461426
	Iteration 7Q: 3 clusters Score -1451552 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1451836.125000 Penalty: 3098.461426
	Iteration 8Q: 3 clusters Score -1451836 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1452173.625000 Penalty: 3098.461426
	Iteration 9Q: 3 clusters Score -1452174 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1452516.000000 Penalty: 3098.461426
	Iteration 10Q: 3 clusters Score -1452516 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1452765.375000 Penalty: 3098.461426
	Iteration 11Q: 3 clusters Score -1452765 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1452963.500000 Penalty: 3098.461426
	Iteration 12Q: 3 clusters Score -1452964 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1453106.250000 Penalty: 3098.461426
	Iteration 13Q: 3 clusters Score -1453106 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1453203.875000 Penalty: 3098.461426
	Iteration 14Q: 3 clusters Score -1453204 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1453272.625000 Penalty: 3098.461426
	Iteration 15Q: 3 clusters Score -1453273 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1453327.625000 Penalty: 3098.461426
	Iteration 16Q: 3 clusters Score -1453328 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1453379.125000 Penalty: 3098.461426
	Iteration 17Q: 3 clusters Score -1453379 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1453437.500000 Penalty: 3098.461426
	Iteration 18Q: 3 clusters Score -1453438 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1453495.875000 Penalty: 3098.461426
	Iteration 19Q: 3 clusters Score -1453496 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1453530.875000 Penalty: 3098.461426
	Iteration 20F: 3 clusters Score -1453531 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1453566.875000 Penalty: 3098.461426
	Iteration 21Q: 3 clusters Score -1453567 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1453601.125000 Penalty: 3098.461426
	Iteration 22Q: 3 clusters Score -1453601 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1453629.250000 Penalty: 3098.461426
	Iteration 23Q: 3 clusters Score -1453629 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1453680.625000 Penalty: 3098.461426
	Iteration 24Q: 3 clusters Score -1453681 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1453738.250000 Penalty: 3098.461426
	Iteration 25Q: 3 clusters Score -1453738 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1453785.000000 Penalty: 3098.461426
	Iteration 26Q: 3 clusters Score -1453785 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1453830.125000 Penalty: 3098.461426
	Iteration 27Q: 3 clusters Score -1453830 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1453872.000000 Penalty: 3098.461426
	Iteration 28Q: 3 clusters Score -1453872 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1453915.250000 Penalty: 3098.461426
	Iteration 29Q: 3 clusters Score -1453915 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1453969.500000 Penalty: 3098.461426
	Iteration 30Q: 3 clusters Score -1453970 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1454026.250000 Penalty: 3098.461426
	Iteration 31Q: 3 clusters Score -1454026 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1454081.250000 Penalty: 3098.461426
	Iteration 32Q: 3 clusters Score -1454081 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1454132.875000 Penalty: 3098.461426
	Iteration 33Q: 3 clusters Score -1454133 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1454204.500000 Penalty: 3098.461426
	Iteration 34Q: 3 clusters Score -1454204 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1454264.375000 Penalty: 3098.461426
	Iteration 35Q: 3 clusters Score -1454264 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1454320.125000 Penalty: 3098.461426
	Iteration 36Q: 3 clusters Score -1454320 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1454390.375000 Penalty: 3098.461426
	Iteration 37Q: 3 clusters Score -1454390 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1454453.875000 Penalty: 3098.461426
	Iteration 38Q: 3 clusters Score -1454454 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1454519.250000 Penalty: 3098.461426
	Iteration 39Q: 3 clusters Score -1454519 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1454584.875000 Penalty: 3098.461426
	Iteration 40F: 3 clusters Score -1454585 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1454659.625000 Penalty: 3098.461426
	Iteration 41Q: 3 clusters Score -1454660 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1454722.375000 Penalty: 3098.461426
	Iteration 42Q: 3 clusters Score -1454722 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1454774.500000 Penalty: 3098.461426
	Iteration 43Q: 3 clusters Score -1454774 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1454816.500000 Penalty: 3098.461426
	Iteration 44Q: 3 clusters Score -1454816 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1454853.125000 Penalty: 3098.461426
	Iteration 45Q: 3 clusters Score -1454853 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1454875.750000 Penalty: 3098.461426
	Iteration 46Q: 3 clusters Score -1454876 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1454900.500000 Penalty: 3098.461426
	Iteration 47Q: 3 clusters Score -1454900 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1454917.250000 Penalty: 3098.461426
	Iteration 48Q: 3 clusters Score -1454917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1454930.875000 Penalty: 3098.461426
	Iteration 49Q: 3 clusters Score -1454931 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1454945.875000 Penalty: 3098.461426
	Iteration 50Q: 3 clusters Score -1454946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1454960.500000 Penalty: 3098.461426
	Iteration 51Q: 3 clusters Score -1454960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1454982.875000 Penalty: 3098.461426
	Iteration 52Q: 3 clusters Score -1454983 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1455020.125000 Penalty: 3098.461426
	Iteration 53Q: 3 clusters Score -1455020 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1455046.625000 Penalty: 3098.461426
	Iteration 54Q: 3 clusters Score -1455047 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1455079.000000 Penalty: 3098.461426
	Iteration 55Q: 3 clusters Score -1455079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1455101.750000 Penalty: 3098.461426
	Iteration 56Q: 3 clusters Score -1455102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1455127.375000 Penalty: 3098.461426
	Iteration 57Q: 3 clusters Score -1455127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1455142.125000 Penalty: 3098.461426
	Iteration 58Q: 3 clusters Score -1455142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1455156.000000 Penalty: 3098.461426
	Iteration 59Q: 3 clusters Score -1455156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1455163.375000 Penalty: 3098.461426
	Iteration 60F: 3 clusters Score -1455163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1455169.375000 Penalty: 3098.461426
	Iteration 61Q: 3 clusters Score -1455169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1455171.250000 Penalty: 3098.461426
	Iteration 62Q: 3 clusters Score -1455171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1455177.625000 Penalty: 3098.461426
	Iteration 63Q: 3 clusters Score -1455178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1455182.500000 Penalty: 3098.461426
	Iteration 64Q: 3 clusters Score -1455182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1455183.500000 Penalty: 3098.461426
	Iteration 65Q: 3 clusters Score -1455184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1455183.375000 Penalty: 3098.461426
	Iteration 66Q: 3 clusters Score -1455183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1455184.625000 Penalty: 3098.461426
	Iteration 67Q: 3 clusters Score -1455185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1455186.500000 Penalty: 3098.461426
	Iteration 68Q: 3 clusters Score -1455186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1455187.500000 Penalty: 3098.461426
	Iteration 69Q: 3 clusters Score -1455188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1455191.375000 Penalty: 3098.461426
	Iteration 70Q: 3 clusters Score -1455191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1455193.500000 Penalty: 3098.461426
	Iteration 71Q: 3 clusters Score -1455194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1455197.000000 Penalty: 3098.461426
	Iteration 72Q: 3 clusters Score -1455197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1455198.750000 Penalty: 3098.461426
	Iteration 73Q: 3 clusters Score -1455199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1455198.875000 Penalty: 3098.461426
	Iteration 74Q: 3 clusters Score -1455199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1455198.375000 Penalty: 3098.461426
	Iteration 75Q: 3 clusters Score -1455198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1455199.125000 Penalty: 3098.461426
	Iteration 76Q: 3 clusters Score -1455199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1455200.375000 Penalty: 3098.461426
	Iteration 77Q: 3 clusters Score -1455200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1455200.375000 Penalty: 3098.461426
	Iteration 78Q: 3 clusters Score -1455200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1455204.125000 Penalty: 3098.461426
	Iteration 79Q: 3 clusters Score -1455204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1455205.875000 Penalty: 3098.461426
	Iteration 80F: 3 clusters Score -1455206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Entering Unmasked Estep 
Score: -3735139.000000 Penalty: 1714.258179
	Iteration 0F: 2 clusters Score -3735139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -3709756.500000 Penalty: 3428.516357
	Iteration 0F: 3 clusters Score -3709756 nChanged 17660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -3719901.750000 Penalty: 3428.516357
	Iteration 1F: 3 clusters Score -3719902 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -3720912.500000 Penalty: 3428.516357
	Iteration 2F: 3 clusters Score -3720912 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -3722318.250000 Penalty: 3428.516357
	Iteration 3F: 3 clusters Score -3722318 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -3723991.000000 Penalty: 3428.516357
	Iteration 4F: 3 clusters Score -3723991 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -3725738.250000 Penalty: 3428.516357
	Iteration 5F: 3 clusters Score -3725738 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3727443.500000 Penalty: 3428.516357
	Iteration 6F: 3 clusters Score -3727444 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3728841.250000 Penalty: 3428.516357
	Iteration 7F: 3 clusters Score -3728841 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3729959.250000 Penalty: 3428.516357
	Iteration 8Q: 3 clusters Score -3729959 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -3730699.250000 Penalty: 3428.516357
	Iteration 9Q: 3 clusters Score -3730699 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -3731155.500000 Penalty: 3428.516357
	Iteration 10Q: 3 clusters Score -3731156 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -3731473.500000 Penalty: 3428.516357
	Iteration 11Q: 3 clusters Score -3731474 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -3731756.250000 Penalty: 3428.516357
	Iteration 12Q: 3 clusters Score -3731756 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -3732054.000000 Penalty: 3428.516357
	Iteration 13Q: 3 clusters Score -3732054 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -3732343.500000 Penalty: 3428.516357
	Iteration 14Q: 3 clusters Score -3732344 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -3732619.750000 Penalty: 3428.516357
	Iteration 15Q: 3 clusters Score -3732620 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -3732868.500000 Penalty: 3428.516357
	Iteration 16Q: 3 clusters Score -3732868 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -3733148.500000 Penalty: 3428.516357
	Iteration 17Q: 3 clusters Score -3733148 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -3733371.500000 Penalty: 3428.516357
	Iteration 18Q: 3 clusters Score -3733372 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -3733588.000000 Penalty: 3428.516357
	Iteration 19Q: 3 clusters Score -3733588 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -3733790.000000 Penalty: 3428.516357
	Iteration 20F: 3 clusters Score -3733790 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -3733932.750000 Penalty: 3428.516357
	Iteration 21Q: 3 clusters Score -3733933 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -3734067.000000 Penalty: 3428.516357
	Iteration 22Q: 3 clusters Score -3734067 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -3734163.500000 Penalty: 3428.516357
	Iteration 23Q: 3 clusters Score -3734164 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -3734239.500000 Penalty: 3428.516357
	Iteration 24Q: 3 clusters Score -3734240 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -3734285.500000 Penalty: 3428.516357
	Iteration 25Q: 3 clusters Score -3734286 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -3734338.000000 Penalty: 3428.516357
	Iteration 26Q: 3 clusters Score -3734338 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -3734365.000000 Penalty: 3428.516357
	Iteration 27Q: 3 clusters Score -3734365 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -3734409.000000 Penalty: 3428.516357
	Iteration 28Q: 3 clusters Score -3734409 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -3734433.500000 Penalty: 3428.516357
	Iteration 29Q: 3 clusters Score -3734434 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -3734468.750000 Penalty: 3428.516357
	Iteration 30Q: 3 clusters Score -3734469 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -3734507.500000 Penalty: 3428.516357
	Iteration 31Q: 3 clusters Score -3734508 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -3734553.250000 Penalty: 3428.516357
	Iteration 32Q: 3 clusters Score -3734553 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -3734592.500000 Penalty: 3428.516357
	Iteration 33Q: 3 clusters Score -3734592 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -3734632.000000 Penalty: 3428.516357
	Iteration 34Q: 3 clusters Score -3734632 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -3734669.750000 Penalty: 3428.516357
	Iteration 35Q: 3 clusters Score -3734670 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -3734702.500000 Penalty: 3428.516357
	Iteration 36Q: 3 clusters Score -3734702 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -3734725.250000 Penalty: 3428.516357
	Iteration 37Q: 3 clusters Score -3734725 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -3734754.250000 Penalty: 3428.516357
	Iteration 38Q: 3 clusters Score -3734754 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -3734772.000000 Penalty: 3428.516357
	Iteration 39Q: 3 clusters Score -3734772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -3734786.250000 Penalty: 3428.516357
	Iteration 40F: 3 clusters Score -3734786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -3734789.750000 Penalty: 3428.516357
	Iteration 41Q: 3 clusters Score -3734790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -3734801.500000 Penalty: 3428.516357
	Iteration 42Q: 3 clusters Score -3734802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -3734809.000000 Penalty: 3428.516357
	Iteration 43Q: 3 clusters Score -3734809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -3734831.500000 Penalty: 3428.516357
	Iteration 44Q: 3 clusters Score -3734832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -3734842.250000 Penalty: 3428.516357
	Iteration 45Q: 3 clusters Score -3734842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -3734848.000000 Penalty: 3428.516357
	Iteration 46Q: 3 clusters Score -3734848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -3734861.750000 Penalty: 3428.516357
	Iteration 47Q: 3 clusters Score -3734862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -3734866.750000 Penalty: 3428.516357
	Iteration 48Q: 3 clusters Score -3734867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -3734874.750000 Penalty: 3428.516357
	Iteration 49Q: 3 clusters Score -3734875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -3734874.000000 Penalty: 3428.516357
	Iteration 50Q: 3 clusters Score -3734874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -3734876.500000 Penalty: 3428.516357
	Iteration 51Q: 3 clusters Score -3734876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -3734881.250000 Penalty: 3428.516357
	Iteration 52Q: 3 clusters Score -3734881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -3734882.000000 Penalty: 3428.516357
	Iteration 53Q: 3 clusters Score -3734882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -3734885.000000 Penalty: 3428.516357
	Iteration 54Q: 3 clusters Score -3734885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -3734888.750000 Penalty: 3428.516357
	Iteration 55Q: 3 clusters Score -3734889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -3734898.000000 Penalty: 3428.516357
	Iteration 56Q: 3 clusters Score -3734898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -3734897.500000 Penalty: 3428.516357
	Iteration 57Q: 3 clusters Score -3734898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -3734903.500000 Penalty: 3428.516357
	Iteration 58Q: 3 clusters Score -3734904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -3734907.000000 Penalty: 3428.516357
	Iteration 59Q: 3 clusters Score -3734907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -3734907.750000 Penalty: 3428.516357
	Iteration 60F: 3 clusters Score -3734908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -3734910.500000 Penalty: 3428.516357
	Iteration 61Q: 3 clusters Score -3734910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -3734912.500000 Penalty: 3428.516357
	Iteration 62Q: 3 clusters Score -3734912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -3734909.000000 Penalty: 3428.516357
	Iteration 63Q: 3 clusters Score -3734909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -3734910.750000 Penalty: 3428.516357
	Iteration 64Q: 3 clusters Score -3734911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -3734909.000000 Penalty: 3428.516357
	Iteration 65Q: 3 clusters Score -3734909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -3734915.500000 Penalty: 3428.516357
	Iteration 66Q: 3 clusters Score -3734916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -3734917.500000 Penalty: 3428.516357
	Iteration 67Q: 3 clusters Score -3734918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -3734918.250000 Penalty: 3428.516357
	Iteration 68Q: 3 clusters Score -3734918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -3734916.750000 Penalty: 3428.516357
	Iteration 69Q: 3 clusters Score -3734917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -3734916.750000 Penalty: 3428.516357
	Iteration 70F: 3 clusters Score -3734917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Entering Unmasked Estep 
Score: -256713.609375 Penalty: 1268.918457
	Iteration 0F: 2 clusters Score -256713.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -254353.125000 Penalty: 2537.836914
	Iteration 0F: 3 clusters Score -254353.1 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -254919.593750 Penalty: 2537.836914
	Iteration 1F: 3 clusters Score -254919.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -255020.921875 Penalty: 2537.836914
	Iteration 2F: 3 clusters Score -255020.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -255075.765625 Penalty: 2537.836914
	Iteration 3Q: 3 clusters Score -255075.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -255115.078125 Penalty: 2537.836914
	Iteration 4Q: 3 clusters Score -255115.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -255154.890625 Penalty: 2537.836914
	Iteration 5Q: 3 clusters Score -255154.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -255181.515625 Penalty: 2537.836914
	Iteration 6Q: 3 clusters Score -255181.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -255198.796875 Penalty: 2537.836914
	Iteration 7Q: 3 clusters Score -255198.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -255221.031250 Penalty: 2537.836914
	Iteration 8Q: 3 clusters Score -255221 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -255244.828125 Penalty: 2537.836914
	Iteration 9Q: 3 clusters Score -255244.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -255262.015625 Penalty: 2537.836914
	Iteration 10Q: 3 clusters Score -255262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -255276.359375 Penalty: 2537.836914
	Iteration 11Q: 3 clusters Score -255276.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -255289.828125 Penalty: 2537.836914
	Iteration 12Q: 3 clusters Score -255289.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -255298.156250 Penalty: 2537.836914
	Iteration 13Q: 3 clusters Score -255298.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -255302.937500 Penalty: 2537.836914
	Iteration 14Q: 3 clusters Score -255302.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -255306.953125 Penalty: 2537.836914
	Iteration 15Q: 3 clusters Score -255307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -255311.109375 Penalty: 2537.836914
	Iteration 16Q: 3 clusters Score -255311.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -255312.937500 Penalty: 2537.836914
	Iteration 17Q: 3 clusters Score -255312.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -255315.750000 Penalty: 2537.836914
	Iteration 18Q: 3 clusters Score -255315.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -255317.375000 Penalty: 2537.836914
	Iteration 19Q: 3 clusters Score -255317.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -255318.687500 Penalty: 2537.836914
	Iteration 20F: 3 clusters Score -255318.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Entering Unmasked Estep 
Score: -2241655.250000 Penalty: 1618.332520
	Iteration 0F: 2 clusters Score -2241655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2227311.250000 Penalty: 3236.665039
	Iteration 0F: 3 clusters Score -2227311 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2232561.000000 Penalty: 3236.665039
	Iteration 1F: 3 clusters Score -2232561 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2233187.000000 Penalty: 3236.665039
	Iteration 2F: 3 clusters Score -2233187 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2233954.000000 Penalty: 3236.665039
	Iteration 3F: 3 clusters Score -2233954 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2234913.250000 Penalty: 3236.665039
	Iteration 4F: 3 clusters Score -2234913 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2236111.250000 Penalty: 3236.665039
	Iteration 5F: 3 clusters Score -2236111 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2237640.750000 Penalty: 3236.665039
	Iteration 6F: 3 clusters Score -2237641 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2239025.500000 Penalty: 3236.665039
	Iteration 7F: 3 clusters Score -2239026 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2239823.250000 Penalty: 3236.665039
	Iteration 8Q: 3 clusters Score -2239823 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2240228.500000 Penalty: 3236.665039
	Iteration 9Q: 3 clusters Score -2240228 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2240429.000000 Penalty: 3236.665039
	Iteration 10Q: 3 clusters Score -2240429 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2240553.500000 Penalty: 3236.665039
	Iteration 11Q: 3 clusters Score -2240554 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2240646.250000 Penalty: 3236.665039
	Iteration 12Q: 3 clusters Score -2240646 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -2240707.250000 Penalty: 3236.665039
	Iteration 13Q: 3 clusters Score -2240707 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2240766.000000 Penalty: 3236.665039
	Iteration 14Q: 3 clusters Score -2240766 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2240806.250000 Penalty: 3236.665039
	Iteration 15Q: 3 clusters Score -2240806 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2240835.000000 Penalty: 3236.665039
	Iteration 16Q: 3 clusters Score -2240835 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2240863.250000 Penalty: 3236.665039
	Iteration 17Q: 3 clusters Score -2240863 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2240883.750000 Penalty: 3236.665039
	Iteration 18Q: 3 clusters Score -2240884 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2240897.750000 Penalty: 3236.665039
	Iteration 19Q: 3 clusters Score -2240898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2240909.000000 Penalty: 3236.665039
	Iteration 20F: 3 clusters Score -2240909 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2240915.000000 Penalty: 3236.665039
	Iteration 21Q: 3 clusters Score -2240915 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2240920.750000 Penalty: 3236.665039
	Iteration 22Q: 3 clusters Score -2240921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2240927.250000 Penalty: 3236.665039
	Iteration 23Q: 3 clusters Score -2240927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2240928.750000 Penalty: 3236.665039
	Iteration 24Q: 3 clusters Score -2240929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2240929.000000 Penalty: 3236.665039
	Iteration 25Q: 3 clusters Score -2240929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2240931.000000 Penalty: 3236.665039
	Iteration 26Q: 3 clusters Score -2240931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2240932.500000 Penalty: 3236.665039
	Iteration 27Q: 3 clusters Score -2240932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2240939.750000 Penalty: 3236.665039
	Iteration 28Q: 3 clusters Score -2240940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2240935.000000 Penalty: 3236.665039
	Iteration 29Q: 3 clusters Score -2240935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2240944.250000 Penalty: 3236.665039
	Iteration 30Q: 3 clusters Score -2240944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -2240945.250000 Penalty: 3236.665039
	Iteration 31Q: 3 clusters Score -2240945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2240942.750000 Penalty: 3236.665039
	Iteration 32Q: 3 clusters Score -2240943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -2240942.000000 Penalty: 3236.665039
	Iteration 33Q: 3 clusters Score -2240942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2240943.750000 Penalty: 3236.665039
	Iteration 34Q: 3 clusters Score -2240944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2240942.000000 Penalty: 3236.665039
	Iteration 35Q: 3 clusters Score -2240942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -2240943.250000 Penalty: 3236.665039
	Iteration 36Q: 3 clusters Score -2240943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -2240940.750000 Penalty: 3236.665039
	Iteration 37Q: 3 clusters Score -2240941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -2240941.500000 Penalty: 3236.665039
	Iteration 38Q: 3 clusters Score -2240942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2240942.750000 Penalty: 3236.665039
	Iteration 39Q: 3 clusters Score -2240943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2240942.750000 Penalty: 3236.665039
	Iteration 40F: 3 clusters Score -2240943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Entering Unmasked Estep 
Score: -227290.796875 Penalty: 1251.444946
	Iteration 0F: 2 clusters Score -227290.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -225107.906250 Penalty: 2502.889893
	Iteration 0F: 3 clusters Score -225107.9 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -225649.093750 Penalty: 2502.889893
	Iteration 1F: 3 clusters Score -225649.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -225781.171875 Penalty: 2502.889893
	Iteration 2F: 3 clusters Score -225781.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -225836.546875 Penalty: 2502.889893
	Iteration 3Q: 3 clusters Score -225836.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -225868.687500 Penalty: 2502.889893
	Iteration 4Q: 3 clusters Score -225868.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -225895.750000 Penalty: 2502.889893
	Iteration 5Q: 3 clusters Score -225895.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -225921.328125 Penalty: 2502.889893
	Iteration 6Q: 3 clusters Score -225921.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -225953.218750 Penalty: 2502.889893
	Iteration 7Q: 3 clusters Score -225953.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -225972.578125 Penalty: 2502.889893
	Iteration 8Q: 3 clusters Score -225972.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -225993.843750 Penalty: 2502.889893
	Iteration 9Q: 3 clusters Score -225993.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -226019.218750 Penalty: 2502.889893
	Iteration 10Q: 3 clusters Score -226019.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -226047.046875 Penalty: 2502.889893
	Iteration 11Q: 3 clusters Score -226047 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -226081.343750 Penalty: 2502.889893
	Iteration 12Q: 3 clusters Score -226081.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -226133.312500 Penalty: 2502.889893
	Iteration 13Q: 3 clusters Score -226133.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -226178.437500 Penalty: 2502.889893
	Iteration 14Q: 3 clusters Score -226178.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -226221.906250 Penalty: 2502.889893
	Iteration 15Q: 3 clusters Score -226221.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -226265.890625 Penalty: 2502.889893
	Iteration 16Q: 3 clusters Score -226265.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -226307.984375 Penalty: 2502.889893
	Iteration 17Q: 3 clusters Score -226308 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -226339.828125 Penalty: 2502.889893
	Iteration 18Q: 3 clusters Score -226339.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -226361.156250 Penalty: 2502.889893
	Iteration 19Q: 3 clusters Score -226361.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -226379.515625 Penalty: 2502.889893
	Iteration 20F: 3 clusters Score -226379.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -226394.656250 Penalty: 2502.889893
	Iteration 21Q: 3 clusters Score -226394.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -226404.421875 Penalty: 2502.889893
	Iteration 22Q: 3 clusters Score -226404.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -226411.421875 Penalty: 2502.889893
	Iteration 23Q: 3 clusters Score -226411.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -226416.421875 Penalty: 2502.889893
	Iteration 24Q: 3 clusters Score -226416.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -226421.000000 Penalty: 2502.889893
	Iteration 25Q: 3 clusters Score -226421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -226427.890625 Penalty: 2502.889893
	Iteration 26Q: 3 clusters Score -226427.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -226432.515625 Penalty: 2502.889893
	Iteration 27Q: 3 clusters Score -226432.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -226435.656250 Penalty: 2502.889893
	Iteration 28Q: 3 clusters Score -226435.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -226436.687500 Penalty: 2502.889893
	Iteration 29Q: 3 clusters Score -226436.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -226436.718750 Penalty: 2502.889893
	Iteration 30Q: 3 clusters Score -226436.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -226436.718750 Penalty: 2502.889893
	Iteration 31F: 3 clusters Score -226436.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (127925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127925 members 
Entering Unmasked Estep 
Score: -13734428.000000 Penalty: 1910.869873
	Iteration 0F: 2 clusters Score -1.373443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63752 members 
Mstep: Class 2 contains 64173 members 
Entering Unmasked Estep 
Score: -13648967.000000 Penalty: 3821.739746
	Iteration 0F: 3 clusters Score -1.364897e+07 nChanged 61478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62050 members 
Mstep: Class 2 contains 65875 members 
Entering Unmasked Estep 
Score: -13684963.000000 Penalty: 3821.739746
	Iteration 1F: 3 clusters Score -1.368496e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60796 members 
Mstep: Class 2 contains 67129 members 
Entering Unmasked Estep 
Score: -13686037.000000 Penalty: 3821.739746
	Iteration 2Q: 3 clusters Score -1.368604e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 68957 members 
Entering Unmasked Estep 
Score: -13687658.000000 Penalty: 3821.739746
	Iteration 3Q: 3 clusters Score -1.368766e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 71501 members 
Entering Unmasked Estep 
Score: -13689883.000000 Penalty: 3821.739746
	Iteration 4Q: 3 clusters Score -1.368988e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 75014 members 
Entering Unmasked Estep 
Score: -13692821.000000 Penalty: 3821.739746
	Iteration 5Q: 3 clusters Score -1.369282e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 79730 members 
Entering Unmasked Estep 
Score: -13696910.000000 Penalty: 3821.739746
	Iteration 6F: 3 clusters Score -1.369691e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 85715 members 
Entering Unmasked Estep 
Score: -13701702.000000 Penalty: 3821.739746
	Iteration 7F: 3 clusters Score -1.37017e+07 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 92953 members 
Entering Unmasked Estep 
Score: -13707595.000000 Penalty: 3821.739746
	Iteration 8F: 3 clusters Score -1.37076e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 100885 members 
Entering Unmasked Estep 
Score: -13713755.000000 Penalty: 3821.739746
	Iteration 9F: 3 clusters Score -1.371376e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 108533 members 
Entering Unmasked Estep 
Score: -13719828.000000 Penalty: 3821.739746
	Iteration 10F: 3 clusters Score -1.371983e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 114980 members 
Entering Unmasked Estep 
Score: -13724751.000000 Penalty: 3821.739746
	Iteration 11F: 3 clusters Score -1.372475e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 119738 members 
Entering Unmasked Estep 
Score: -13728226.000000 Penalty: 3821.739746
	Iteration 12Q: 3 clusters Score -1.372823e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 122695 members 
Entering Unmasked Estep 
Score: -13730177.000000 Penalty: 3821.739746
	Iteration 13Q: 3 clusters Score -1.373018e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 124510 members 
Entering Unmasked Estep 
Score: -13731269.000000 Penalty: 3821.739746
	Iteration 14Q: 3 clusters Score -1.373127e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 125567 members 
Entering Unmasked Estep 
Score: -13731845.000000 Penalty: 3821.739746
	Iteration 15Q: 3 clusters Score -1.373184e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 126192 members 
Entering Unmasked Estep 
Score: -13732198.000000 Penalty: 3821.739746
	Iteration 16Q: 3 clusters Score -1.37322e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 126571 members 
Entering Unmasked Estep 
Score: -13732375.000000 Penalty: 3821.739746
	Iteration 17Q: 3 clusters Score -1.373238e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 126803 members 
Entering Unmasked Estep 
Score: -13732522.000000 Penalty: 3821.739746
	Iteration 18Q: 3 clusters Score -1.373252e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 126958 members 
Entering Unmasked Estep 
Score: -13732613.000000 Penalty: 3821.739746
	Iteration 19Q: 3 clusters Score -1.373261e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 127054 members 
Entering Unmasked Estep 
Score: -13732653.000000 Penalty: 3821.739746
	Iteration 20F: 3 clusters Score -1.373265e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 127115 members 
Entering Unmasked Estep 
Score: -13732702.000000 Penalty: 3821.739746
	Iteration 21Q: 3 clusters Score -1.37327e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 127158 members 
Entering Unmasked Estep 
Score: -13732716.000000 Penalty: 3821.739746
	Iteration 22Q: 3 clusters Score -1.373272e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 127197 members 
Entering Unmasked Estep 
Score: -13732749.000000 Penalty: 3821.739746
	Iteration 23Q: 3 clusters Score -1.373275e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 127231 members 
Entering Unmasked Estep 
Score: -13732790.000000 Penalty: 3821.739746
	Iteration 24Q: 3 clusters Score -1.373279e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 127253 members 
Entering Unmasked Estep 
Score: -13732799.000000 Penalty: 3821.739746
	Iteration 25Q: 3 clusters Score -1.37328e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 127263 members 
Entering Unmasked Estep 
Score: -13732808.000000 Penalty: 3821.739746
	Iteration 26Q: 3 clusters Score -1.373281e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 127273 members 
Entering Unmasked Estep 
Score: -13732828.000000 Penalty: 3821.739746
	Iteration 27Q: 3 clusters Score -1.373283e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 127286 members 
Entering Unmasked Estep 
Score: -13732837.000000 Penalty: 3821.739746
	Iteration 28Q: 3 clusters Score -1.373284e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 127294 members 
Entering Unmasked Estep 
Score: -13732843.000000 Penalty: 3821.739746
	Iteration 29Q: 3 clusters Score -1.373284e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 127297 members 
Entering Unmasked Estep 
Score: -13732853.000000 Penalty: 3821.739746
	Iteration 30Q: 3 clusters Score -1.373285e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 127300 members 
Entering Unmasked Estep 
Score: -13732856.000000 Penalty: 3821.739746
	Iteration 31Q: 3 clusters Score -1.373286e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 127305 members 
Entering Unmasked Estep 
Score: -13732867.000000 Penalty: 3821.739746
	Iteration 32Q: 3 clusters Score -1.373287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 127310 members 
Entering Unmasked Estep 
Score: -13732867.000000 Penalty: 3821.739746
	Iteration 33Q: 3 clusters Score -1.373287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 127317 members 
Entering Unmasked Estep 
Score: -13732869.000000 Penalty: 3821.739746
	Iteration 34Q: 3 clusters Score -1.373287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 127322 members 
Entering Unmasked Estep 
Score: -13732885.000000 Penalty: 3821.739746
	Iteration 35Q: 3 clusters Score -1.373288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 127328 members 
Entering Unmasked Estep 
Score: -13732884.000000 Penalty: 3821.739746
	Iteration 36Q: 3 clusters Score -1.373288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 127329 members 
Entering Unmasked Estep 
Score: -13732893.000000 Penalty: 3821.739746
	Iteration 37Q: 3 clusters Score -1.373289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 127331 members 
Entering Unmasked Estep 
Score: -13732895.000000 Penalty: 3821.739746
	Iteration 38Q: 3 clusters Score -1.37329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 127332 members 
Entering Unmasked Estep 
Score: -13732895.000000 Penalty: 3821.739746
	Iteration 39Q: 3 clusters Score -1.37329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 127331 members 
Entering Unmasked Estep 
Score: -13732894.000000 Penalty: 3821.739746
	Iteration 40F: 3 clusters Score -1.373289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 127334 members 
Entering Unmasked Estep 
Score: -13732895.000000 Penalty: 3821.739746
	Iteration 41Q: 3 clusters Score -1.37329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 127336 members 
Entering Unmasked Estep 
Score: -13732901.000000 Penalty: 3821.739746
	Iteration 42Q: 3 clusters Score -1.37329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 127339 members 
Entering Unmasked Estep 
Score: -13732898.000000 Penalty: 3821.739746
	Iteration 43Q: 3 clusters Score -1.37329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 127343 members 
Entering Unmasked Estep 
Score: -13732898.000000 Penalty: 3821.739746
	Iteration 44Q: 3 clusters Score -1.37329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 127345 members 
Entering Unmasked Estep 
Score: -13732906.000000 Penalty: 3821.739746
	Iteration 45Q: 3 clusters Score -1.373291e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 127353 members 
Entering Unmasked Estep 
Score: -13732907.000000 Penalty: 3821.739746
	Iteration 46Q: 3 clusters Score -1.373291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 127354 members 
Entering Unmasked Estep 
Score: -13732906.000000 Penalty: 3821.739746
	Iteration 47Q: 3 clusters Score -1.373291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 127355 members 
Entering Unmasked Estep 
Score: -13732902.000000 Penalty: 3821.739746
	Iteration 48Q: 3 clusters Score -1.37329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 127357 members 
Entering Unmasked Estep 
Score: -13732905.000000 Penalty: 3821.739746
	Iteration 49Q: 3 clusters Score -1.37329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 127357 members 
Entering Unmasked Estep 
Score: -13732902.000000 Penalty: 3821.739746
	Iteration 50Q: 3 clusters Score -1.37329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 127357 members 
Entering Unmasked Estep 
Score: -13732902.000000 Penalty: 3821.739746
	Iteration 51F: 3 clusters Score -1.37329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Entering Unmasked Estep 
Score: -2610119.000000 Penalty: 1642.711914
	Iteration 0F: 2 clusters Score -2610119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2593526.500000 Penalty: 3285.423828
	Iteration 0F: 3 clusters Score -2593526 nChanged 11228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2599883.500000 Penalty: 3285.423828
	Iteration 1F: 3 clusters Score -2599884 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2600345.000000 Penalty: 3285.423828
	Iteration 2Q: 3 clusters Score -2600345 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2600787.000000 Penalty: 3285.423828
	Iteration 3Q: 3 clusters Score -2600787 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2601193.250000 Penalty: 3285.423828
	Iteration 4Q: 3 clusters Score -2601193 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2601564.000000 Penalty: 3285.423828
	Iteration 5Q: 3 clusters Score -2601564 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2601904.250000 Penalty: 3285.423828
	Iteration 6Q: 3 clusters Score -2601904 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2602253.250000 Penalty: 3285.423828
	Iteration 7Q: 3 clusters Score -2602253 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2602642.000000 Penalty: 3285.423828
	Iteration 8Q: 3 clusters Score -2602642 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2603032.000000 Penalty: 3285.423828
	Iteration 9Q: 3 clusters Score -2603032 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2603425.250000 Penalty: 3285.423828
	Iteration 10Q: 3 clusters Score -2603425 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2603864.500000 Penalty: 3285.423828
	Iteration 11Q: 3 clusters Score -2603864 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2604239.750000 Penalty: 3285.423828
	Iteration 12Q: 3 clusters Score -2604240 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2604485.250000 Penalty: 3285.423828
	Iteration 13Q: 3 clusters Score -2604485 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2604605.000000 Penalty: 3285.423828
	Iteration 14Q: 3 clusters Score -2604605 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2604692.500000 Penalty: 3285.423828
	Iteration 15Q: 3 clusters Score -2604692 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2604749.250000 Penalty: 3285.423828
	Iteration 16Q: 3 clusters Score -2604749 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2604791.500000 Penalty: 3285.423828
	Iteration 17Q: 3 clusters Score -2604792 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2604834.000000 Penalty: 3285.423828
	Iteration 18Q: 3 clusters Score -2604834 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2604856.000000 Penalty: 3285.423828
	Iteration 19Q: 3 clusters Score -2604856 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2604902.750000 Penalty: 3285.423828
	Iteration 20F: 3 clusters Score -2604903 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2604933.500000 Penalty: 3285.423828
	Iteration 21Q: 3 clusters Score -2604934 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2604951.750000 Penalty: 3285.423828
	Iteration 22Q: 3 clusters Score -2604952 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2604971.250000 Penalty: 3285.423828
	Iteration 23Q: 3 clusters Score -2604971 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2604988.250000 Penalty: 3285.423828
	Iteration 24Q: 3 clusters Score -2604988 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2605015.500000 Penalty: 3285.423828
	Iteration 25Q: 3 clusters Score -2605016 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2605028.000000 Penalty: 3285.423828
	Iteration 26Q: 3 clusters Score -2605028 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2605060.500000 Penalty: 3285.423828
	Iteration 27Q: 3 clusters Score -2605060 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2605080.500000 Penalty: 3285.423828
	Iteration 28Q: 3 clusters Score -2605080 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2605099.750000 Penalty: 3285.423828
	Iteration 29Q: 3 clusters Score -2605100 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2605123.500000 Penalty: 3285.423828
	Iteration 30Q: 3 clusters Score -2605124 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2605141.000000 Penalty: 3285.423828
	Iteration 31Q: 3 clusters Score -2605141 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2605160.750000 Penalty: 3285.423828
	Iteration 32Q: 3 clusters Score -2605161 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2605183.750000 Penalty: 3285.423828
	Iteration 33Q: 3 clusters Score -2605184 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2605189.250000 Penalty: 3285.423828
	Iteration 34Q: 3 clusters Score -2605189 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2605208.750000 Penalty: 3285.423828
	Iteration 35Q: 3 clusters Score -2605209 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2605227.000000 Penalty: 3285.423828
	Iteration 36Q: 3 clusters Score -2605227 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2605238.250000 Penalty: 3285.423828
	Iteration 37Q: 3 clusters Score -2605238 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2605261.500000 Penalty: 3285.423828
	Iteration 38Q: 3 clusters Score -2605262 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2605284.000000 Penalty: 3285.423828
	Iteration 39Q: 3 clusters Score -2605284 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2605296.500000 Penalty: 3285.423828
	Iteration 40F: 3 clusters Score -2605296 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2605309.000000 Penalty: 3285.423828
	Iteration 41Q: 3 clusters Score -2605309 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2605317.500000 Penalty: 3285.423828
	Iteration 42Q: 3 clusters Score -2605318 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2605341.000000 Penalty: 3285.423828
	Iteration 43Q: 3 clusters Score -2605341 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2605368.250000 Penalty: 3285.423828
	Iteration 44Q: 3 clusters Score -2605368 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2605385.750000 Penalty: 3285.423828
	Iteration 45Q: 3 clusters Score -2605386 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2605395.250000 Penalty: 3285.423828
	Iteration 46Q: 3 clusters Score -2605395 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2605407.250000 Penalty: 3285.423828
	Iteration 47Q: 3 clusters Score -2605407 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2605419.000000 Penalty: 3285.423828
	Iteration 48Q: 3 clusters Score -2605419 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2605443.000000 Penalty: 3285.423828
	Iteration 49Q: 3 clusters Score -2605443 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2605453.500000 Penalty: 3285.423828
	Iteration 50Q: 3 clusters Score -2605454 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2605469.750000 Penalty: 3285.423828
	Iteration 51Q: 3 clusters Score -2605470 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2605484.500000 Penalty: 3285.423828
	Iteration 52Q: 3 clusters Score -2605484 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -2605509.250000 Penalty: 3285.423828
	Iteration 53Q: 3 clusters Score -2605509 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2605523.000000 Penalty: 3285.423828
	Iteration 54Q: 3 clusters Score -2605523 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2605549.250000 Penalty: 3285.423828
	Iteration 55Q: 3 clusters Score -2605549 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2605575.750000 Penalty: 3285.423828
	Iteration 56Q: 3 clusters Score -2605576 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2605614.750000 Penalty: 3285.423828
	Iteration 57Q: 3 clusters Score -2605615 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2605658.500000 Penalty: 3285.423828
	Iteration 58Q: 3 clusters Score -2605658 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2605699.000000 Penalty: 3285.423828
	Iteration 59Q: 3 clusters Score -2605699 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2605734.750000 Penalty: 3285.423828
	Iteration 60F: 3 clusters Score -2605735 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2605773.500000 Penalty: 3285.423828
	Iteration 61Q: 3 clusters Score -2605774 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2605834.250000 Penalty: 3285.423828
	Iteration 62Q: 3 clusters Score -2605834 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2605888.500000 Penalty: 3285.423828
	Iteration 63Q: 3 clusters Score -2605888 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2605955.500000 Penalty: 3285.423828
	Iteration 64Q: 3 clusters Score -2605956 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2606062.000000 Penalty: 3285.423828
	Iteration 65Q: 3 clusters Score -2606062 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2606179.750000 Penalty: 3285.423828
	Iteration 66Q: 3 clusters Score -2606180 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2606299.000000 Penalty: 3285.423828
	Iteration 67Q: 3 clusters Score -2606299 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2606424.000000 Penalty: 3285.423828
	Iteration 68Q: 3 clusters Score -2606424 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2606574.500000 Penalty: 3285.423828
	Iteration 69Q: 3 clusters Score -2606574 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2606757.000000 Penalty: 3285.423828
	Iteration 70Q: 3 clusters Score -2606757 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -2606963.750000 Penalty: 3285.423828
	Iteration 71Q: 3 clusters Score -2606964 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2607204.750000 Penalty: 3285.423828
	Iteration 72Q: 3 clusters Score -2607205 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -2607435.250000 Penalty: 3285.423828
	Iteration 73Q: 3 clusters Score -2607435 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2607647.750000 Penalty: 3285.423828
	Iteration 74Q: 3 clusters Score -2607648 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -2607864.250000 Penalty: 3285.423828
	Iteration 75Q: 3 clusters Score -2607864 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -2608055.000000 Penalty: 3285.423828
	Iteration 76Q: 3 clusters Score -2608055 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2608233.500000 Penalty: 3285.423828
	Iteration 77Q: 3 clusters Score -2608234 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -2608387.750000 Penalty: 3285.423828
	Iteration 78Q: 3 clusters Score -2608388 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -2608521.000000 Penalty: 3285.423828
	Iteration 79Q: 3 clusters Score -2608521 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -2608653.000000 Penalty: 3285.423828
	Iteration 80F: 3 clusters Score -2608653 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -2608766.500000 Penalty: 3285.423828
	Iteration 81Q: 3 clusters Score -2608766 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -2608858.500000 Penalty: 3285.423828
	Iteration 82Q: 3 clusters Score -2608858 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -2608913.500000 Penalty: 3285.423828
	Iteration 83Q: 3 clusters Score -2608914 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -2608945.750000 Penalty: 3285.423828
	Iteration 84Q: 3 clusters Score -2608946 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -2608965.000000 Penalty: 3285.423828
	Iteration 85Q: 3 clusters Score -2608965 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -2608978.250000 Penalty: 3285.423828
	Iteration 86Q: 3 clusters Score -2608978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -2608985.750000 Penalty: 3285.423828
	Iteration 87Q: 3 clusters Score -2608986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -2608994.250000 Penalty: 3285.423828
	Iteration 88Q: 3 clusters Score -2608994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -2609001.000000 Penalty: 3285.423828
	Iteration 89Q: 3 clusters Score -2609001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -2609010.500000 Penalty: 3285.423828
	Iteration 90Q: 3 clusters Score -2609010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -2609019.000000 Penalty: 3285.423828
	Iteration 91Q: 3 clusters Score -2609019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -2609021.500000 Penalty: 3285.423828
	Iteration 92Q: 3 clusters Score -2609022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -2609027.750000 Penalty: 3285.423828
	Iteration 93Q: 3 clusters Score -2609028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -2609033.250000 Penalty: 3285.423828
	Iteration 94Q: 3 clusters Score -2609033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -2609035.250000 Penalty: 3285.423828
	Iteration 95Q: 3 clusters Score -2609035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -2609041.750000 Penalty: 3285.423828
	Iteration 96Q: 3 clusters Score -2609042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -2609042.500000 Penalty: 3285.423828
	Iteration 97Q: 3 clusters Score -2609042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -2609044.750000 Penalty: 3285.423828
	Iteration 98Q: 3 clusters Score -2609045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -2609047.000000 Penalty: 3285.423828
	Iteration 99Q: 3 clusters Score -2609047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -2609049.500000 Penalty: 3285.423828
	Iteration 100F: 3 clusters Score -2609050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -2609049.000000 Penalty: 3285.423828
	Iteration 101Q: 3 clusters Score -2609049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -2609050.000000 Penalty: 3285.423828
	Iteration 102Q: 3 clusters Score -2609050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -2609055.750000 Penalty: 3285.423828
	Iteration 103Q: 3 clusters Score -2609056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -2609061.500000 Penalty: 3285.423828
	Iteration 104Q: 3 clusters Score -2609062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -2609061.000000 Penalty: 3285.423828
	Iteration 105Q: 3 clusters Score -2609061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -2609067.250000 Penalty: 3285.423828
	Iteration 106Q: 3 clusters Score -2609067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -2609068.750000 Penalty: 3285.423828
	Iteration 107Q: 3 clusters Score -2609069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -2609072.750000 Penalty: 3285.423828
	Iteration 108Q: 3 clusters Score -2609073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -2609073.500000 Penalty: 3285.423828
	Iteration 109Q: 3 clusters Score -2609074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -2609072.500000 Penalty: 3285.423828
	Iteration 110Q: 3 clusters Score -2609072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -2609072.750000 Penalty: 3285.423828
	Iteration 111Q: 3 clusters Score -2609073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -2609071.500000 Penalty: 3285.423828
	Iteration 112Q: 3 clusters Score -2609072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -2609073.250000 Penalty: 3285.423828
	Iteration 113Q: 3 clusters Score -2609073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -2609077.000000 Penalty: 3285.423828
	Iteration 114Q: 3 clusters Score -2609077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -2609083.250000 Penalty: 3285.423828
	Iteration 115Q: 3 clusters Score -2609083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -2609081.750000 Penalty: 3285.423828
	Iteration 116Q: 3 clusters Score -2609082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -2609081.000000 Penalty: 3285.423828
	Iteration 117Q: 3 clusters Score -2609081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -2609083.750000 Penalty: 3285.423828
	Iteration 118Q: 3 clusters Score -2609084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -2609084.500000 Penalty: 3285.423828
	Iteration 119Q: 3 clusters Score -2609084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -2609082.000000 Penalty: 3285.423828
	Iteration 120F: 3 clusters Score -2609082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -2609079.250000 Penalty: 3285.423828
	Iteration 121Q: 3 clusters Score -2609079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -2609081.750000 Penalty: 3285.423828
	Iteration 122Q: 3 clusters Score -2609082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -2609086.250000 Penalty: 3285.423828
	Iteration 123Q: 3 clusters Score -2609086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -2609086.000000 Penalty: 3285.423828
	Iteration 124Q: 3 clusters Score -2609086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -2609087.250000 Penalty: 3285.423828
	Iteration 125Q: 3 clusters Score -2609087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -2609087.750000 Penalty: 3285.423828
	Iteration 126Q: 3 clusters Score -2609088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -2609088.250000 Penalty: 3285.423828
	Iteration 127Q: 3 clusters Score -2609088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -2609089.750000 Penalty: 3285.423828
	Iteration 128Q: 3 clusters Score -2609090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -2609087.500000 Penalty: 3285.423828
	Iteration 129Q: 3 clusters Score -2609088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -2609087.500000 Penalty: 3285.423828
	Iteration 130F: 3 clusters Score -2609088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Entering Unmasked Estep 
Score: -383796.375000 Penalty: 1353.451782
	Iteration 0F: 2 clusters Score -383796.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -380434.062500 Penalty: 2706.903564
	Iteration 0F: 3 clusters Score -380434.1 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -381618.062500 Penalty: 2706.903564
	Iteration 1F: 3 clusters Score -381618.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -381868.625000 Penalty: 2706.903564
	Iteration 2F: 3 clusters Score -381868.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -382058.781250 Penalty: 2706.903564
	Iteration 3F: 3 clusters Score -382058.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -382215.625000 Penalty: 2706.903564
	Iteration 4Q: 3 clusters Score -382215.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -382350.718750 Penalty: 2706.903564
	Iteration 5Q: 3 clusters Score -382350.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -382449.687500 Penalty: 2706.903564
	Iteration 6Q: 3 clusters Score -382449.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -382513.062500 Penalty: 2706.903564
	Iteration 7Q: 3 clusters Score -382513.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -382568.375000 Penalty: 2706.903564
	Iteration 8Q: 3 clusters Score -382568.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -382622.187500 Penalty: 2706.903564
	Iteration 9Q: 3 clusters Score -382622.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -382666.468750 Penalty: 2706.903564
	Iteration 10Q: 3 clusters Score -382666.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -382704.937500 Penalty: 2706.903564
	Iteration 11Q: 3 clusters Score -382704.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -382743.656250 Penalty: 2706.903564
	Iteration 12Q: 3 clusters Score -382743.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -382772.656250 Penalty: 2706.903564
	Iteration 13Q: 3 clusters Score -382772.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -382803.406250 Penalty: 2706.903564
	Iteration 14Q: 3 clusters Score -382803.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -382830.187500 Penalty: 2706.903564
	Iteration 15Q: 3 clusters Score -382830.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -382868.187500 Penalty: 2706.903564
	Iteration 16Q: 3 clusters Score -382868.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -382917.125000 Penalty: 2706.903564
	Iteration 17Q: 3 clusters Score -382917.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -382965.781250 Penalty: 2706.903564
	Iteration 18Q: 3 clusters Score -382965.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -383020.281250 Penalty: 2706.903564
	Iteration 19Q: 3 clusters Score -383020.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -383068.937500 Penalty: 2706.903564
	Iteration 20F: 3 clusters Score -383068.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -383115.562500 Penalty: 2706.903564
	Iteration 21Q: 3 clusters Score -383115.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -383149.312500 Penalty: 2706.903564
	Iteration 22Q: 3 clusters Score -383149.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -383169.718750 Penalty: 2706.903564
	Iteration 23Q: 3 clusters Score -383169.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -383181.531250 Penalty: 2706.903564
	Iteration 24Q: 3 clusters Score -383181.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -383191.062500 Penalty: 2706.903564
	Iteration 25Q: 3 clusters Score -383191.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -383205.531250 Penalty: 2706.903564
	Iteration 26Q: 3 clusters Score -383205.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -383220.687500 Penalty: 2706.903564
	Iteration 27Q: 3 clusters Score -383220.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -383232.812500 Penalty: 2706.903564
	Iteration 28Q: 3 clusters Score -383232.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -383244.500000 Penalty: 2706.903564
	Iteration 29Q: 3 clusters Score -383244.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -383256.375000 Penalty: 2706.903564
	Iteration 30Q: 3 clusters Score -383256.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -383268.312500 Penalty: 2706.903564
	Iteration 31Q: 3 clusters Score -383268.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -383276.093750 Penalty: 2706.903564
	Iteration 32Q: 3 clusters Score -383276.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -383282.906250 Penalty: 2706.903564
	Iteration 33Q: 3 clusters Score -383282.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -383289.281250 Penalty: 2706.903564
	Iteration 34Q: 3 clusters Score -383289.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -383294.250000 Penalty: 2706.903564
	Iteration 35Q: 3 clusters Score -383294.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -383299.062500 Penalty: 2706.903564
	Iteration 36Q: 3 clusters Score -383299.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -383300.843750 Penalty: 2706.903564
	Iteration 37Q: 3 clusters Score -383300.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -383302.906250 Penalty: 2706.903564
	Iteration 38Q: 3 clusters Score -383302.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -383305.093750 Penalty: 2706.903564
	Iteration 39Q: 3 clusters Score -383305.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -383306.625000 Penalty: 2706.903564
	Iteration 40F: 3 clusters Score -383306.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -383308.375000 Penalty: 2706.903564
	Iteration 41Q: 3 clusters Score -383308.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -383310.437500 Penalty: 2706.903564
	Iteration 42Q: 3 clusters Score -383310.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -383312.843750 Penalty: 2706.903564
	Iteration 43Q: 3 clusters Score -383312.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -383313.781250 Penalty: 2706.903564
	Iteration 44Q: 3 clusters Score -383313.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -383314.968750 Penalty: 2706.903564
	Iteration 45Q: 3 clusters Score -383315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -383316.531250 Penalty: 2706.903564
	Iteration 46Q: 3 clusters Score -383316.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -383318.906250 Penalty: 2706.903564
	Iteration 47Q: 3 clusters Score -383318.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -383319.031250 Penalty: 2706.903564
	Iteration 48Q: 3 clusters Score -383319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -383320.562500 Penalty: 2706.903564
	Iteration 49Q: 3 clusters Score -383320.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -383320.968750 Penalty: 2706.903564
	Iteration 50Q: 3 clusters Score -383321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -383321.312500 Penalty: 2706.903564
	Iteration 51Q: 3 clusters Score -383321.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -383321.125000 Penalty: 2706.903564
	Iteration 52Q: 3 clusters Score -383321.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -383321.250000 Penalty: 2706.903564
	Iteration 53Q: 3 clusters Score -383321.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -383321.250000 Penalty: 2706.903564
	Iteration 54F: 3 clusters Score -383321.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Entering Unmasked Estep 
Score: -608629.062500 Penalty: 1426.252441
	Iteration 0F: 2 clusters Score -608629.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -603670.687500 Penalty: 2852.504883
	Iteration 0F: 3 clusters Score -603670.7 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -605262.750000 Penalty: 2852.504883
	Iteration 1F: 3 clusters Score -605262.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -605594.812500 Penalty: 2852.504883
	Iteration 2F: 3 clusters Score -605594.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -605889.062500 Penalty: 2852.504883
	Iteration 3F: 3 clusters Score -605889.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -606118.500000 Penalty: 2852.504883
	Iteration 4F: 3 clusters Score -606118.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -606304.187500 Penalty: 2852.504883
	Iteration 5Q: 3 clusters Score -606304.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -606486.437500 Penalty: 2852.504883
	Iteration 6Q: 3 clusters Score -606486.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -606644.250000 Penalty: 2852.504883
	Iteration 7Q: 3 clusters Score -606644.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -606791.125000 Penalty: 2852.504883
	Iteration 8Q: 3 clusters Score -606791.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -606937.000000 Penalty: 2852.504883
	Iteration 9Q: 3 clusters Score -606937 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -607071.062500 Penalty: 2852.504883
	Iteration 10Q: 3 clusters Score -607071.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -607174.187500 Penalty: 2852.504883
	Iteration 11Q: 3 clusters Score -607174.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -607257.812500 Penalty: 2852.504883
	Iteration 12Q: 3 clusters Score -607257.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -607315.500000 Penalty: 2852.504883
	Iteration 13Q: 3 clusters Score -607315.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -607356.437500 Penalty: 2852.504883
	Iteration 14Q: 3 clusters Score -607356.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -607390.500000 Penalty: 2852.504883
	Iteration 15Q: 3 clusters Score -607390.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -607416.375000 Penalty: 2852.504883
	Iteration 16Q: 3 clusters Score -607416.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -607439.187500 Penalty: 2852.504883
	Iteration 17Q: 3 clusters Score -607439.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -607454.812500 Penalty: 2852.504883
	Iteration 18Q: 3 clusters Score -607454.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -607469.250000 Penalty: 2852.504883
	Iteration 19Q: 3 clusters Score -607469.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -607482.187500 Penalty: 2852.504883
	Iteration 20F: 3 clusters Score -607482.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -607497.125000 Penalty: 2852.504883
	Iteration 21Q: 3 clusters Score -607497.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -607512.625000 Penalty: 2852.504883
	Iteration 22Q: 3 clusters Score -607512.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -607531.562500 Penalty: 2852.504883
	Iteration 23Q: 3 clusters Score -607531.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -607537.375000 Penalty: 2852.504883
	Iteration 24Q: 3 clusters Score -607537.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -607543.187500 Penalty: 2852.504883
	Iteration 25Q: 3 clusters Score -607543.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -607545.812500 Penalty: 2852.504883
	Iteration 26Q: 3 clusters Score -607545.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -607550.375000 Penalty: 2852.504883
	Iteration 27Q: 3 clusters Score -607550.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -607552.562500 Penalty: 2852.504883
	Iteration 28Q: 3 clusters Score -607552.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -607553.250000 Penalty: 2852.504883
	Iteration 29Q: 3 clusters Score -607553.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -607559.687500 Penalty: 2852.504883
	Iteration 30Q: 3 clusters Score -607559.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -607563.562500 Penalty: 2852.504883
	Iteration 31Q: 3 clusters Score -607563.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -607572.000000 Penalty: 2852.504883
	Iteration 32Q: 3 clusters Score -607572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -607582.562500 Penalty: 2852.504883
	Iteration 33Q: 3 clusters Score -607582.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -607591.687500 Penalty: 2852.504883
	Iteration 34Q: 3 clusters Score -607591.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -607599.687500 Penalty: 2852.504883
	Iteration 35Q: 3 clusters Score -607599.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -607607.250000 Penalty: 2852.504883
	Iteration 36Q: 3 clusters Score -607607.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -607613.062500 Penalty: 2852.504883
	Iteration 37Q: 3 clusters Score -607613.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -607617.000000 Penalty: 2852.504883
	Iteration 38Q: 3 clusters Score -607617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -607621.125000 Penalty: 2852.504883
	Iteration 39Q: 3 clusters Score -607621.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -607621.750000 Penalty: 2852.504883
	Iteration 40F: 3 clusters Score -607621.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -607624.062500 Penalty: 2852.504883
	Iteration 41Q: 3 clusters Score -607624.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -607624.875000 Penalty: 2852.504883
	Iteration 42Q: 3 clusters Score -607624.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -607626.062500 Penalty: 2852.504883
	Iteration 43Q: 3 clusters Score -607626.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -607626.125000 Penalty: 2852.504883
	Iteration 44Q: 3 clusters Score -607626.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -607626.187500 Penalty: 2852.504883
	Iteration 45Q: 3 clusters Score -607626.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -607626.437500 Penalty: 2852.504883
	Iteration 46Q: 3 clusters Score -607626.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -607626.437500 Penalty: 2852.504883
	Iteration 47F: 3 clusters Score -607626.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Entering Unmasked Estep 
Score: -3355285.000000 Penalty: 1683.596802
	Iteration 0F: 2 clusters Score -3355285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -3334019.000000 Penalty: 3367.193604
	Iteration 0F: 3 clusters Score -3334019 nChanged 14657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -3342187.250000 Penalty: 3367.193604
	Iteration 1F: 3 clusters Score -3342187 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -3342799.000000 Penalty: 3367.193604
	Iteration 2Q: 3 clusters Score -3342799 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -3343587.000000 Penalty: 3367.193604
	Iteration 3F: 3 clusters Score -3343587 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -3344788.250000 Penalty: 3367.193604
	Iteration 4F: 3 clusters Score -3344788 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -3346790.250000 Penalty: 3367.193604
	Iteration 5F: 3 clusters Score -3346790 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -3349449.500000 Penalty: 3367.193604
	Iteration 6F: 3 clusters Score -3349450 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -3351846.500000 Penalty: 3367.193604
	Iteration 7F: 3 clusters Score -3351846 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3353379.000000 Penalty: 3367.193604
	Iteration 8Q: 3 clusters Score -3353379 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3354205.250000 Penalty: 3367.193604
	Iteration 9Q: 3 clusters Score -3354205 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3354596.000000 Penalty: 3367.193604
	Iteration 10Q: 3 clusters Score -3354596 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3354783.500000 Penalty: 3367.193604
	Iteration 11Q: 3 clusters Score -3354784 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3354890.250000 Penalty: 3367.193604
	Iteration 12Q: 3 clusters Score -3354890 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3354949.500000 Penalty: 3367.193604
	Iteration 13Q: 3 clusters Score -3354950 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3354974.750000 Penalty: 3367.193604
	Iteration 14Q: 3 clusters Score -3354975 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3355004.750000 Penalty: 3367.193604
	Iteration 15Q: 3 clusters Score -3355005 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3355019.250000 Penalty: 3367.193604
	Iteration 16Q: 3 clusters Score -3355019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3355024.250000 Penalty: 3367.193604
	Iteration 17Q: 3 clusters Score -3355024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3355028.250000 Penalty: 3367.193604
	Iteration 18Q: 3 clusters Score -3355028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3355032.000000 Penalty: 3367.193604
	Iteration 19Q: 3 clusters Score -3355032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3355035.500000 Penalty: 3367.193604
	Iteration 20F: 3 clusters Score -3355036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3355039.000000 Penalty: 3367.193604
	Iteration 21Q: 3 clusters Score -3355039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3355041.000000 Penalty: 3367.193604
	Iteration 22Q: 3 clusters Score -3355041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3355037.750000 Penalty: 3367.193604
	Iteration 23Q: 3 clusters Score -3355038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3355039.750000 Penalty: 3367.193604
	Iteration 24Q: 3 clusters Score -3355040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3355041.500000 Penalty: 3367.193604
	Iteration 25Q: 3 clusters Score -3355042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3355041.500000 Penalty: 3367.193604
	Iteration 26F: 3 clusters Score -3355042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Entering Unmasked Estep 
Score: -1072888.000000 Penalty: 1503.256714
	Iteration 0F: 2 clusters Score -1072888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1065498.125000 Penalty: 3006.513428
	Iteration 0F: 3 clusters Score -1065498 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1067873.625000 Penalty: 3006.513428
	Iteration 1F: 3 clusters Score -1067874 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1068148.000000 Penalty: 3006.513428
	Iteration 2F: 3 clusters Score -1068148 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1068375.500000 Penalty: 3006.513428
	Iteration 3F: 3 clusters Score -1068376 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1068578.875000 Penalty: 3006.513428
	Iteration 4Q: 3 clusters Score -1068579 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1068797.125000 Penalty: 3006.513428
	Iteration 5Q: 3 clusters Score -1068797 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1069027.750000 Penalty: 3006.513428
	Iteration 6Q: 3 clusters Score -1069028 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1069260.250000 Penalty: 3006.513428
	Iteration 7Q: 3 clusters Score -1069260 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1069467.125000 Penalty: 3006.513428
	Iteration 8Q: 3 clusters Score -1069467 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1069662.875000 Penalty: 3006.513428
	Iteration 9Q: 3 clusters Score -1069663 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1069838.000000 Penalty: 3006.513428
	Iteration 10Q: 3 clusters Score -1069838 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1070039.875000 Penalty: 3006.513428
	Iteration 11Q: 3 clusters Score -1070040 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1070284.500000 Penalty: 3006.513428
	Iteration 12Q: 3 clusters Score -1070284 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1070562.625000 Penalty: 3006.513428
	Iteration 13Q: 3 clusters Score -1070563 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1070883.500000 Penalty: 3006.513428
	Iteration 14Q: 3 clusters Score -1070884 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1071173.875000 Penalty: 3006.513428
	Iteration 15Q: 3 clusters Score -1071174 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1071420.875000 Penalty: 3006.513428
	Iteration 16Q: 3 clusters Score -1071421 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1071599.875000 Penalty: 3006.513428
	Iteration 17Q: 3 clusters Score -1071600 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1071723.125000 Penalty: 3006.513428
	Iteration 18Q: 3 clusters Score -1071723 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1071810.250000 Penalty: 3006.513428
	Iteration 19Q: 3 clusters Score -1071810 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1071870.375000 Penalty: 3006.513428
	Iteration 20F: 3 clusters Score -1071870 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1071923.250000 Penalty: 3006.513428
	Iteration 21Q: 3 clusters Score -1071923 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1071953.625000 Penalty: 3006.513428
	Iteration 22Q: 3 clusters Score -1071954 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1071977.000000 Penalty: 3006.513428
	Iteration 23Q: 3 clusters Score -1071977 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1071986.750000 Penalty: 3006.513428
	Iteration 24Q: 3 clusters Score -1071987 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1071994.750000 Penalty: 3006.513428
	Iteration 25Q: 3 clusters Score -1071995 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1072004.000000 Penalty: 3006.513428
	Iteration 26Q: 3 clusters Score -1072004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1072010.000000 Penalty: 3006.513428
	Iteration 27Q: 3 clusters Score -1072010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1072014.750000 Penalty: 3006.513428
	Iteration 28Q: 3 clusters Score -1072015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1072017.500000 Penalty: 3006.513428
	Iteration 29Q: 3 clusters Score -1072018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1072022.375000 Penalty: 3006.513428
	Iteration 30Q: 3 clusters Score -1072022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1072025.250000 Penalty: 3006.513428
	Iteration 31Q: 3 clusters Score -1072025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1072027.125000 Penalty: 3006.513428
	Iteration 32Q: 3 clusters Score -1072027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1072032.250000 Penalty: 3006.513428
	Iteration 33Q: 3 clusters Score -1072032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1072034.500000 Penalty: 3006.513428
	Iteration 34Q: 3 clusters Score -1072034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1072032.500000 Penalty: 3006.513428
	Iteration 35Q: 3 clusters Score -1072032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1072034.125000 Penalty: 3006.513428
	Iteration 36Q: 3 clusters Score -1072034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1072034.000000 Penalty: 3006.513428
	Iteration 37Q: 3 clusters Score -1072034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1072033.250000 Penalty: 3006.513428
	Iteration 38Q: 3 clusters Score -1072033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1072033.125000 Penalty: 3006.513428
	Iteration 39Q: 3 clusters Score -1072033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1072032.750000 Penalty: 3006.513428
	Iteration 40F: 3 clusters Score -1072033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1072038.000000 Penalty: 3006.513428
	Iteration 41Q: 3 clusters Score -1072038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1072035.500000 Penalty: 3006.513428
	Iteration 42Q: 3 clusters Score -1072036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1072039.375000 Penalty: 3006.513428
	Iteration 43Q: 3 clusters Score -1072039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1072039.375000 Penalty: 3006.513428
	Iteration 44Q: 3 clusters Score -1072039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1072043.000000 Penalty: 3006.513428
	Iteration 45Q: 3 clusters Score -1072043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1072043.625000 Penalty: 3006.513428
	Iteration 46Q: 3 clusters Score -1072044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1072043.625000 Penalty: 3006.513428
	Iteration 47Q: 3 clusters Score -1072044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1072042.375000 Penalty: 3006.513428
	Iteration 48Q: 3 clusters Score -1072042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1072041.375000 Penalty: 3006.513428
	Iteration 49Q: 3 clusters Score -1072041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1072041.375000 Penalty: 3006.513428
	Iteration 50Q: 3 clusters Score -1072041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1072043.625000 Penalty: 3006.513428
	Iteration 51Q: 3 clusters Score -1072044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1072044.000000 Penalty: 3006.513428
	Iteration 52Q: 3 clusters Score -1072044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1072044.000000 Penalty: 3006.513428
	Iteration 53F: 3 clusters Score -1072044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Entering Unmasked Estep 
Score: -1369138.875000 Penalty: 1539.139404
	Iteration 0F: 2 clusters Score -1369139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1360138.250000 Penalty: 3078.278809
	Iteration 0F: 3 clusters Score -1360138 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1363182.625000 Penalty: 3078.278809
	Iteration 1F: 3 clusters Score -1363183 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1363441.875000 Penalty: 3078.278809
	Iteration 2Q: 3 clusters Score -1363442 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1363704.500000 Penalty: 3078.278809
	Iteration 3Q: 3 clusters Score -1363704 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1363944.750000 Penalty: 3078.278809
	Iteration 4Q: 3 clusters Score -1363945 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1364180.875000 Penalty: 3078.278809
	Iteration 5Q: 3 clusters Score -1364181 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1364380.375000 Penalty: 3078.278809
	Iteration 6Q: 3 clusters Score -1364380 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1364571.000000 Penalty: 3078.278809
	Iteration 7Q: 3 clusters Score -1364571 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1364746.750000 Penalty: 3078.278809
	Iteration 8Q: 3 clusters Score -1364747 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1364897.750000 Penalty: 3078.278809
	Iteration 9Q: 3 clusters Score -1364898 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1365048.125000 Penalty: 3078.278809
	Iteration 10Q: 3 clusters Score -1365048 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1365212.125000 Penalty: 3078.278809
	Iteration 11Q: 3 clusters Score -1365212 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1365392.000000 Penalty: 3078.278809
	Iteration 12Q: 3 clusters Score -1365392 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1365584.875000 Penalty: 3078.278809
	Iteration 13Q: 3 clusters Score -1365585 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1365755.250000 Penalty: 3078.278809
	Iteration 14Q: 3 clusters Score -1365755 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1365916.125000 Penalty: 3078.278809
	Iteration 15Q: 3 clusters Score -1365916 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1366045.250000 Penalty: 3078.278809
	Iteration 16Q: 3 clusters Score -1366045 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1366125.125000 Penalty: 3078.278809
	Iteration 17Q: 3 clusters Score -1366125 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1366173.750000 Penalty: 3078.278809
	Iteration 18Q: 3 clusters Score -1366174 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1366212.375000 Penalty: 3078.278809
	Iteration 19Q: 3 clusters Score -1366212 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1366240.750000 Penalty: 3078.278809
	Iteration 20F: 3 clusters Score -1366241 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1366262.500000 Penalty: 3078.278809
	Iteration 21Q: 3 clusters Score -1366262 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1366283.000000 Penalty: 3078.278809
	Iteration 22Q: 3 clusters Score -1366283 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1366310.000000 Penalty: 3078.278809
	Iteration 23Q: 3 clusters Score -1366310 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1366331.750000 Penalty: 3078.278809
	Iteration 24Q: 3 clusters Score -1366332 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1366355.125000 Penalty: 3078.278809
	Iteration 25Q: 3 clusters Score -1366355 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1366384.250000 Penalty: 3078.278809
	Iteration 26Q: 3 clusters Score -1366384 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1366419.625000 Penalty: 3078.278809
	Iteration 27Q: 3 clusters Score -1366420 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1366463.875000 Penalty: 3078.278809
	Iteration 28Q: 3 clusters Score -1366464 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1366511.500000 Penalty: 3078.278809
	Iteration 29Q: 3 clusters Score -1366512 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1366553.125000 Penalty: 3078.278809
	Iteration 30Q: 3 clusters Score -1366553 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1366598.125000 Penalty: 3078.278809
	Iteration 31Q: 3 clusters Score -1366598 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1366650.250000 Penalty: 3078.278809
	Iteration 32Q: 3 clusters Score -1366650 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1366704.000000 Penalty: 3078.278809
	Iteration 33Q: 3 clusters Score -1366704 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1366749.250000 Penalty: 3078.278809
	Iteration 34Q: 3 clusters Score -1366749 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1366789.875000 Penalty: 3078.278809
	Iteration 35Q: 3 clusters Score -1366790 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1366841.000000 Penalty: 3078.278809
	Iteration 36Q: 3 clusters Score -1366841 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1366883.000000 Penalty: 3078.278809
	Iteration 37Q: 3 clusters Score -1366883 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1366934.750000 Penalty: 3078.278809
	Iteration 38Q: 3 clusters Score -1366935 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1366973.375000 Penalty: 3078.278809
	Iteration 39Q: 3 clusters Score -1366973 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1367015.750000 Penalty: 3078.278809
	Iteration 40F: 3 clusters Score -1367016 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1367070.750000 Penalty: 3078.278809
	Iteration 41Q: 3 clusters Score -1367071 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1367126.000000 Penalty: 3078.278809
	Iteration 42Q: 3 clusters Score -1367126 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1367183.750000 Penalty: 3078.278809
	Iteration 43Q: 3 clusters Score -1367184 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1367246.750000 Penalty: 3078.278809
	Iteration 44Q: 3 clusters Score -1367247 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1367301.625000 Penalty: 3078.278809
	Iteration 45Q: 3 clusters Score -1367302 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1367358.375000 Penalty: 3078.278809
	Iteration 46Q: 3 clusters Score -1367358 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1367402.250000 Penalty: 3078.278809
	Iteration 47Q: 3 clusters Score -1367402 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1367439.125000 Penalty: 3078.278809
	Iteration 48Q: 3 clusters Score -1367439 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1367495.125000 Penalty: 3078.278809
	Iteration 49Q: 3 clusters Score -1367495 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1367544.250000 Penalty: 3078.278809
	Iteration 50Q: 3 clusters Score -1367544 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1367582.375000 Penalty: 3078.278809
	Iteration 51Q: 3 clusters Score -1367582 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1367616.625000 Penalty: 3078.278809
	Iteration 52Q: 3 clusters Score -1367617 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1367636.875000 Penalty: 3078.278809
	Iteration 53Q: 3 clusters Score -1367637 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1367660.125000 Penalty: 3078.278809
	Iteration 54Q: 3 clusters Score -1367660 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1367678.625000 Penalty: 3078.278809
	Iteration 55Q: 3 clusters Score -1367679 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1367695.000000 Penalty: 3078.278809
	Iteration 56Q: 3 clusters Score -1367695 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1367709.125000 Penalty: 3078.278809
	Iteration 57Q: 3 clusters Score -1367709 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1367727.000000 Penalty: 3078.278809
	Iteration 58Q: 3 clusters Score -1367727 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1367740.750000 Penalty: 3078.278809
	Iteration 59Q: 3 clusters Score -1367741 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1367749.625000 Penalty: 3078.278809
	Iteration 60F: 3 clusters Score -1367750 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1367768.250000 Penalty: 3078.278809
	Iteration 61Q: 3 clusters Score -1367768 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1367777.000000 Penalty: 3078.278809
	Iteration 62Q: 3 clusters Score -1367777 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1367789.000000 Penalty: 3078.278809
	Iteration 63Q: 3 clusters Score -1367789 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1367797.625000 Penalty: 3078.278809
	Iteration 64Q: 3 clusters Score -1367798 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1367809.250000 Penalty: 3078.278809
	Iteration 65Q: 3 clusters Score -1367809 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1367813.125000 Penalty: 3078.278809
	Iteration 66Q: 3 clusters Score -1367813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1367824.125000 Penalty: 3078.278809
	Iteration 67Q: 3 clusters Score -1367824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1367825.875000 Penalty: 3078.278809
	Iteration 68Q: 3 clusters Score -1367826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1367836.250000 Penalty: 3078.278809
	Iteration 69Q: 3 clusters Score -1367836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1367847.750000 Penalty: 3078.278809
	Iteration 70Q: 3 clusters Score -1367848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1367853.375000 Penalty: 3078.278809
	Iteration 71Q: 3 clusters Score -1367853 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1367859.625000 Penalty: 3078.278809
	Iteration 72Q: 3 clusters Score -1367860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1367870.750000 Penalty: 3078.278809
	Iteration 73Q: 3 clusters Score -1367871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1367879.750000 Penalty: 3078.278809
	Iteration 74Q: 3 clusters Score -1367880 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1367883.875000 Penalty: 3078.278809
	Iteration 75Q: 3 clusters Score -1367884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1367897.000000 Penalty: 3078.278809
	Iteration 76Q: 3 clusters Score -1367897 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1367905.625000 Penalty: 3078.278809
	Iteration 77Q: 3 clusters Score -1367906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1367910.125000 Penalty: 3078.278809
	Iteration 78Q: 3 clusters Score -1367910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1367917.500000 Penalty: 3078.278809
	Iteration 79Q: 3 clusters Score -1367918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1367924.625000 Penalty: 3078.278809
	Iteration 80F: 3 clusters Score -1367925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1367928.500000 Penalty: 3078.278809
	Iteration 81Q: 3 clusters Score -1367928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1367938.125000 Penalty: 3078.278809
	Iteration 82Q: 3 clusters Score -1367938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1367947.375000 Penalty: 3078.278809
	Iteration 83Q: 3 clusters Score -1367947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1367952.250000 Penalty: 3078.278809
	Iteration 84Q: 3 clusters Score -1367952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1367954.625000 Penalty: 3078.278809
	Iteration 85Q: 3 clusters Score -1367955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1367957.125000 Penalty: 3078.278809
	Iteration 86Q: 3 clusters Score -1367957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1367965.625000 Penalty: 3078.278809
	Iteration 87Q: 3 clusters Score -1367966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1367967.750000 Penalty: 3078.278809
	Iteration 88Q: 3 clusters Score -1367968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1367967.000000 Penalty: 3078.278809
	Iteration 89Q: 3 clusters Score -1367967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1367968.625000 Penalty: 3078.278809
	Iteration 90Q: 3 clusters Score -1367969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1367967.250000 Penalty: 3078.278809
	Iteration 91Q: 3 clusters Score -1367967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1367968.250000 Penalty: 3078.278809
	Iteration 92Q: 3 clusters Score -1367968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1367967.500000 Penalty: 3078.278809
	Iteration 93Q: 3 clusters Score -1367968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1367967.625000 Penalty: 3078.278809
	Iteration 94Q: 3 clusters Score -1367968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1367969.000000 Penalty: 3078.278809
	Iteration 95Q: 3 clusters Score -1367969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1367971.750000 Penalty: 3078.278809
	Iteration 96Q: 3 clusters Score -1367972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1367968.250000 Penalty: 3078.278809
	Iteration 97Q: 3 clusters Score -1367968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1367969.000000 Penalty: 3078.278809
	Iteration 98Q: 3 clusters Score -1367969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1367969.000000 Penalty: 3078.278809
	Iteration 99F: 3 clusters Score -1367969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Entering Unmasked Estep 
Score: -3342259.000000 Penalty: 1682.445679
	Iteration 0F: 2 clusters Score -3342259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -3321125.750000 Penalty: 3364.891357
	Iteration 0F: 3 clusters Score -3321126 nChanged 14517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -3329204.750000 Penalty: 3364.891357
	Iteration 1F: 3 clusters Score -3329205 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -3330170.000000 Penalty: 3364.891357
	Iteration 2F: 3 clusters Score -3330170 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -3331625.000000 Penalty: 3364.891357
	Iteration 3F: 3 clusters Score -3331625 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -3333679.500000 Penalty: 3364.891357
	Iteration 4F: 3 clusters Score -3333680 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -3335869.250000 Penalty: 3364.891357
	Iteration 5F: 3 clusters Score -3335869 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -3337716.250000 Penalty: 3364.891357
	Iteration 6F: 3 clusters Score -3337716 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -3339034.750000 Penalty: 3364.891357
	Iteration 7Q: 3 clusters Score -3339035 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -3339759.750000 Penalty: 3364.891357
	Iteration 8Q: 3 clusters Score -3339760 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -3340118.750000 Penalty: 3364.891357
	Iteration 9Q: 3 clusters Score -3340119 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -3340316.750000 Penalty: 3364.891357
	Iteration 10Q: 3 clusters Score -3340317 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -3340425.250000 Penalty: 3364.891357
	Iteration 11Q: 3 clusters Score -3340425 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -3340492.250000 Penalty: 3364.891357
	Iteration 12Q: 3 clusters Score -3340492 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -3340563.750000 Penalty: 3364.891357
	Iteration 13Q: 3 clusters Score -3340564 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -3340594.750000 Penalty: 3364.891357
	Iteration 14Q: 3 clusters Score -3340595 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -3340619.250000 Penalty: 3364.891357
	Iteration 15Q: 3 clusters Score -3340619 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -3340652.000000 Penalty: 3364.891357
	Iteration 16Q: 3 clusters Score -3340652 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -3340690.250000 Penalty: 3364.891357
	Iteration 17Q: 3 clusters Score -3340690 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -3340722.000000 Penalty: 3364.891357
	Iteration 18Q: 3 clusters Score -3340722 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -3340748.500000 Penalty: 3364.891357
	Iteration 19Q: 3 clusters Score -3340748 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3340770.750000 Penalty: 3364.891357
	Iteration 20F: 3 clusters Score -3340771 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -3340780.500000 Penalty: 3364.891357
	Iteration 21Q: 3 clusters Score -3340780 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -3340797.250000 Penalty: 3364.891357
	Iteration 22Q: 3 clusters Score -3340797 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3340811.750000 Penalty: 3364.891357
	Iteration 23Q: 3 clusters Score -3340812 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3340840.500000 Penalty: 3364.891357
	Iteration 24Q: 3 clusters Score -3340840 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -3340862.750000 Penalty: 3364.891357
	Iteration 25Q: 3 clusters Score -3340863 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -3340884.250000 Penalty: 3364.891357
	Iteration 26Q: 3 clusters Score -3340884 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3340908.750000 Penalty: 3364.891357
	Iteration 27Q: 3 clusters Score -3340909 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3340926.250000 Penalty: 3364.891357
	Iteration 28Q: 3 clusters Score -3340926 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -3340950.750000 Penalty: 3364.891357
	Iteration 29Q: 3 clusters Score -3340951 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3340985.000000 Penalty: 3364.891357
	Iteration 30Q: 3 clusters Score -3340985 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3340991.000000 Penalty: 3364.891357
	Iteration 31Q: 3 clusters Score -3340991 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3341000.500000 Penalty: 3364.891357
	Iteration 32Q: 3 clusters Score -3341000 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3341017.500000 Penalty: 3364.891357
	Iteration 33Q: 3 clusters Score -3341018 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3341036.250000 Penalty: 3364.891357
	Iteration 34Q: 3 clusters Score -3341036 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3341045.000000 Penalty: 3364.891357
	Iteration 35Q: 3 clusters Score -3341045 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3341061.250000 Penalty: 3364.891357
	Iteration 36Q: 3 clusters Score -3341061 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3341074.500000 Penalty: 3364.891357
	Iteration 37Q: 3 clusters Score -3341074 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3341085.750000 Penalty: 3364.891357
	Iteration 38Q: 3 clusters Score -3341086 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3341096.750000 Penalty: 3364.891357
	Iteration 39Q: 3 clusters Score -3341097 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3341110.750000 Penalty: 3364.891357
	Iteration 40F: 3 clusters Score -3341111 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3341131.500000 Penalty: 3364.891357
	Iteration 41Q: 3 clusters Score -3341132 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3341148.000000 Penalty: 3364.891357
	Iteration 42Q: 3 clusters Score -3341148 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3341156.000000 Penalty: 3364.891357
	Iteration 43Q: 3 clusters Score -3341156 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3341178.500000 Penalty: 3364.891357
	Iteration 44Q: 3 clusters Score -3341178 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3341199.750000 Penalty: 3364.891357
	Iteration 45Q: 3 clusters Score -3341200 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3341221.000000 Penalty: 3364.891357
	Iteration 46Q: 3 clusters Score -3341221 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3341235.250000 Penalty: 3364.891357
	Iteration 47Q: 3 clusters Score -3341235 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3341241.000000 Penalty: 3364.891357
	Iteration 48Q: 3 clusters Score -3341241 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3341260.000000 Penalty: 3364.891357
	Iteration 49Q: 3 clusters Score -3341260 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3341269.000000 Penalty: 3364.891357
	Iteration 50Q: 3 clusters Score -3341269 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3341279.250000 Penalty: 3364.891357
	Iteration 51Q: 3 clusters Score -3341279 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3341279.250000 Penalty: 3364.891357
	Iteration 52Q: 3 clusters Score -3341279 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3341285.250000 Penalty: 3364.891357
	Iteration 53Q: 3 clusters Score -3341285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3341284.000000 Penalty: 3364.891357
	Iteration 54Q: 3 clusters Score -3341284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3341296.750000 Penalty: 3364.891357
	Iteration 55Q: 3 clusters Score -3341297 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3341299.750000 Penalty: 3364.891357
	Iteration 56Q: 3 clusters Score -3341300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3341302.000000 Penalty: 3364.891357
	Iteration 57Q: 3 clusters Score -3341302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3341306.500000 Penalty: 3364.891357
	Iteration 58Q: 3 clusters Score -3341306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3341311.250000 Penalty: 3364.891357
	Iteration 59Q: 3 clusters Score -3341311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3341326.500000 Penalty: 3364.891357
	Iteration 60F: 3 clusters Score -3341326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3341326.750000 Penalty: 3364.891357
	Iteration 61Q: 3 clusters Score -3341327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3341339.500000 Penalty: 3364.891357
	Iteration 62Q: 3 clusters Score -3341340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3341341.750000 Penalty: 3364.891357
	Iteration 63Q: 3 clusters Score -3341342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3341353.000000 Penalty: 3364.891357
	Iteration 64Q: 3 clusters Score -3341353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3341358.750000 Penalty: 3364.891357
	Iteration 65Q: 3 clusters Score -3341359 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3341358.000000 Penalty: 3364.891357
	Iteration 66Q: 3 clusters Score -3341358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3341362.500000 Penalty: 3364.891357
	Iteration 67Q: 3 clusters Score -3341362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3341378.250000 Penalty: 3364.891357
	Iteration 68Q: 3 clusters Score -3341378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3341384.750000 Penalty: 3364.891357
	Iteration 69Q: 3 clusters Score -3341385 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3341399.500000 Penalty: 3364.891357
	Iteration 70Q: 3 clusters Score -3341400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3341408.250000 Penalty: 3364.891357
	Iteration 71Q: 3 clusters Score -3341408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3341414.750000 Penalty: 3364.891357
	Iteration 72Q: 3 clusters Score -3341415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3341422.750000 Penalty: 3364.891357
	Iteration 73Q: 3 clusters Score -3341423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3341419.250000 Penalty: 3364.891357
	Iteration 74Q: 3 clusters Score -3341419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3341422.250000 Penalty: 3364.891357
	Iteration 75Q: 3 clusters Score -3341422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3341427.000000 Penalty: 3364.891357
	Iteration 76Q: 3 clusters Score -3341427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3341429.250000 Penalty: 3364.891357
	Iteration 77Q: 3 clusters Score -3341429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3341431.500000 Penalty: 3364.891357
	Iteration 78Q: 3 clusters Score -3341432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3341440.250000 Penalty: 3364.891357
	Iteration 79Q: 3 clusters Score -3341440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3341441.000000 Penalty: 3364.891357
	Iteration 80F: 3 clusters Score -3341441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3341441.750000 Penalty: 3364.891357
	Iteration 81Q: 3 clusters Score -3341442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3341446.750000 Penalty: 3364.891357
	Iteration 82Q: 3 clusters Score -3341447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3341448.500000 Penalty: 3364.891357
	Iteration 83Q: 3 clusters Score -3341448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3341453.500000 Penalty: 3364.891357
	Iteration 84Q: 3 clusters Score -3341454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3341454.000000 Penalty: 3364.891357
	Iteration 85Q: 3 clusters Score -3341454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3341449.750000 Penalty: 3364.891357
	Iteration 86Q: 3 clusters Score -3341450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3341448.750000 Penalty: 3364.891357
	Iteration 87Q: 3 clusters Score -3341449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3341450.500000 Penalty: 3364.891357
	Iteration 88Q: 3 clusters Score -3341450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3341454.000000 Penalty: 3364.891357
	Iteration 89Q: 3 clusters Score -3341454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3341451.250000 Penalty: 3364.891357
	Iteration 90Q: 3 clusters Score -3341451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3341452.250000 Penalty: 3364.891357
	Iteration 91Q: 3 clusters Score -3341452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3341456.750000 Penalty: 3364.891357
	Iteration 92Q: 3 clusters Score -3341457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3341457.000000 Penalty: 3364.891357
	Iteration 93Q: 3 clusters Score -3341457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3341457.500000 Penalty: 3364.891357
	Iteration 94Q: 3 clusters Score -3341458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3341460.500000 Penalty: 3364.891357
	Iteration 95Q: 3 clusters Score -3341460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3341464.250000 Penalty: 3364.891357
	Iteration 96Q: 3 clusters Score -3341464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3341464.500000 Penalty: 3364.891357
	Iteration 97Q: 3 clusters Score -3341464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3341462.000000 Penalty: 3364.891357
	Iteration 98Q: 3 clusters Score -3341462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3341468.250000 Penalty: 3364.891357
	Iteration 99Q: 3 clusters Score -3341468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3341466.500000 Penalty: 3364.891357
	Iteration 100F: 3 clusters Score -3341466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3341466.750000 Penalty: 3364.891357
	Iteration 101Q: 3 clusters Score -3341467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3341466.750000 Penalty: 3364.891357
	Iteration 102F: 3 clusters Score -3341467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Entering Unmasked Estep 
Score: -636848.312500 Penalty: 1416.090454
	Iteration 0F: 2 clusters Score -636848.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -632152.187500 Penalty: 2832.180908
	Iteration 0F: 3 clusters Score -632152.2 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -633511.187500 Penalty: 2832.180908
	Iteration 1F: 3 clusters Score -633511.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -633766.750000 Penalty: 2832.180908
	Iteration 2F: 3 clusters Score -633766.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -633986.625000 Penalty: 2832.180908
	Iteration 3F: 3 clusters Score -633986.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -634183.125000 Penalty: 2832.180908
	Iteration 4F: 3 clusters Score -634183.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -634348.562500 Penalty: 2832.180908
	Iteration 5Q: 3 clusters Score -634348.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -634516.125000 Penalty: 2832.180908
	Iteration 6Q: 3 clusters Score -634516.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -634708.125000 Penalty: 2832.180908
	Iteration 7Q: 3 clusters Score -634708.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -634906.562500 Penalty: 2832.180908
	Iteration 8Q: 3 clusters Score -634906.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -635087.375000 Penalty: 2832.180908
	Iteration 9Q: 3 clusters Score -635087.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -635220.437500 Penalty: 2832.180908
	Iteration 10Q: 3 clusters Score -635220.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -635325.937500 Penalty: 2832.180908
	Iteration 11Q: 3 clusters Score -635325.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -635404.750000 Penalty: 2832.180908
	Iteration 12Q: 3 clusters Score -635404.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -635472.562500 Penalty: 2832.180908
	Iteration 13Q: 3 clusters Score -635472.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -635517.000000 Penalty: 2832.180908
	Iteration 14Q: 3 clusters Score -635517 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -635546.562500 Penalty: 2832.180908
	Iteration 15Q: 3 clusters Score -635546.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -635570.875000 Penalty: 2832.180908
	Iteration 16Q: 3 clusters Score -635570.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -635593.125000 Penalty: 2832.180908
	Iteration 17Q: 3 clusters Score -635593.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -635620.500000 Penalty: 2832.180908
	Iteration 18Q: 3 clusters Score -635620.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -635639.625000 Penalty: 2832.180908
	Iteration 19Q: 3 clusters Score -635639.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -635666.937500 Penalty: 2832.180908
	Iteration 20F: 3 clusters Score -635666.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -635692.062500 Penalty: 2832.180908
	Iteration 21Q: 3 clusters Score -635692.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -635702.125000 Penalty: 2832.180908
	Iteration 22Q: 3 clusters Score -635702.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -635712.750000 Penalty: 2832.180908
	Iteration 23Q: 3 clusters Score -635712.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -635724.187500 Penalty: 2832.180908
	Iteration 24Q: 3 clusters Score -635724.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -635730.500000 Penalty: 2832.180908
	Iteration 25Q: 3 clusters Score -635730.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -635734.937500 Penalty: 2832.180908
	Iteration 26Q: 3 clusters Score -635734.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -635735.437500 Penalty: 2832.180908
	Iteration 27Q: 3 clusters Score -635735.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -635737.375000 Penalty: 2832.180908
	Iteration 28Q: 3 clusters Score -635737.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -635740.187500 Penalty: 2832.180908
	Iteration 29Q: 3 clusters Score -635740.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -635742.250000 Penalty: 2832.180908
	Iteration 30Q: 3 clusters Score -635742.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -635742.625000 Penalty: 2832.180908
	Iteration 31Q: 3 clusters Score -635742.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -635742.875000 Penalty: 2832.180908
	Iteration 32Q: 3 clusters Score -635742.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -635744.750000 Penalty: 2832.180908
	Iteration 33Q: 3 clusters Score -635744.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -635746.937500 Penalty: 2832.180908
	Iteration 34Q: 3 clusters Score -635746.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -635750.750000 Penalty: 2832.180908
	Iteration 35Q: 3 clusters Score -635750.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -635753.062500 Penalty: 2832.180908
	Iteration 36Q: 3 clusters Score -635753.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -635753.000000 Penalty: 2832.180908
	Iteration 37Q: 3 clusters Score -635753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -635755.250000 Penalty: 2832.180908
	Iteration 38Q: 3 clusters Score -635755.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -635755.187500 Penalty: 2832.180908
	Iteration 39Q: 3 clusters Score -635755.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -635755.187500 Penalty: 2832.180908
	Iteration 40F: 3 clusters Score -635755.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Entering Unmasked Estep 
Score: -1909242.125000 Penalty: 1595.696533
	Iteration 0F: 2 clusters Score -1909242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1896865.500000 Penalty: 3191.393066
	Iteration 0F: 3 clusters Score -1896866 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1901421.750000 Penalty: 3191.393066
	Iteration 1F: 3 clusters Score -1901422 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1901968.250000 Penalty: 3191.393066
	Iteration 2F: 3 clusters Score -1901968 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1902576.125000 Penalty: 3191.393066
	Iteration 3F: 3 clusters Score -1902576 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1903261.875000 Penalty: 3191.393066
	Iteration 4F: 3 clusters Score -1903262 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1903998.750000 Penalty: 3191.393066
	Iteration 5F: 3 clusters Score -1903999 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1904798.625000 Penalty: 3191.393066
	Iteration 6F: 3 clusters Score -1904799 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1905691.750000 Penalty: 3191.393066
	Iteration 7F: 3 clusters Score -1905692 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1906695.500000 Penalty: 3191.393066
	Iteration 8F: 3 clusters Score -1906696 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1907553.125000 Penalty: 3191.393066
	Iteration 9Q: 3 clusters Score -1907553 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1907933.375000 Penalty: 3191.393066
	Iteration 10Q: 3 clusters Score -1907933 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1908073.000000 Penalty: 3191.393066
	Iteration 11Q: 3 clusters Score -1908073 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1908140.500000 Penalty: 3191.393066
	Iteration 12Q: 3 clusters Score -1908140 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1908165.625000 Penalty: 3191.393066
	Iteration 13Q: 3 clusters Score -1908166 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1908200.875000 Penalty: 3191.393066
	Iteration 14Q: 3 clusters Score -1908201 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1908215.750000 Penalty: 3191.393066
	Iteration 15Q: 3 clusters Score -1908216 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1908221.750000 Penalty: 3191.393066
	Iteration 16Q: 3 clusters Score -1908222 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1908243.000000 Penalty: 3191.393066
	Iteration 17Q: 3 clusters Score -1908243 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1908266.500000 Penalty: 3191.393066
	Iteration 18Q: 3 clusters Score -1908266 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1908291.500000 Penalty: 3191.393066
	Iteration 19Q: 3 clusters Score -1908292 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1908327.250000 Penalty: 3191.393066
	Iteration 20F: 3 clusters Score -1908327 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1908361.625000 Penalty: 3191.393066
	Iteration 21Q: 3 clusters Score -1908362 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1908407.625000 Penalty: 3191.393066
	Iteration 22Q: 3 clusters Score -1908408 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1908435.750000 Penalty: 3191.393066
	Iteration 23Q: 3 clusters Score -1908436 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1908469.375000 Penalty: 3191.393066
	Iteration 24Q: 3 clusters Score -1908469 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1908506.125000 Penalty: 3191.393066
	Iteration 25Q: 3 clusters Score -1908506 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1908535.000000 Penalty: 3191.393066
	Iteration 26Q: 3 clusters Score -1908535 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1908556.625000 Penalty: 3191.393066
	Iteration 27Q: 3 clusters Score -1908557 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1908573.625000 Penalty: 3191.393066
	Iteration 28Q: 3 clusters Score -1908574 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1908591.250000 Penalty: 3191.393066
	Iteration 29Q: 3 clusters Score -1908591 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1908601.500000 Penalty: 3191.393066
	Iteration 30Q: 3 clusters Score -1908602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1908602.750000 Penalty: 3191.393066
	Iteration 31Q: 3 clusters Score -1908603 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1908612.625000 Penalty: 3191.393066
	Iteration 32Q: 3 clusters Score -1908613 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1908613.000000 Penalty: 3191.393066
	Iteration 33Q: 3 clusters Score -1908613 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1908623.125000 Penalty: 3191.393066
	Iteration 34Q: 3 clusters Score -1908623 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1908626.500000 Penalty: 3191.393066
	Iteration 35Q: 3 clusters Score -1908626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1908631.625000 Penalty: 3191.393066
	Iteration 36Q: 3 clusters Score -1908632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1908630.750000 Penalty: 3191.393066
	Iteration 37Q: 3 clusters Score -1908631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1908633.000000 Penalty: 3191.393066
	Iteration 38Q: 3 clusters Score -1908633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1908636.500000 Penalty: 3191.393066
	Iteration 39Q: 3 clusters Score -1908636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1908635.375000 Penalty: 3191.393066
	Iteration 40F: 3 clusters Score -1908635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1908634.875000 Penalty: 3191.393066
	Iteration 41Q: 3 clusters Score -1908635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1908636.000000 Penalty: 3191.393066
	Iteration 42Q: 3 clusters Score -1908636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1908635.125000 Penalty: 3191.393066
	Iteration 43Q: 3 clusters Score -1908635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1908635.125000 Penalty: 3191.393066
	Iteration 44F: 3 clusters Score -1908635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Entering Unmasked Estep 
Score: -537013.000000 Penalty: 1391.258911
	Iteration 0F: 2 clusters Score -537013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -532915.437500 Penalty: 2782.517822
	Iteration 0F: 3 clusters Score -532915.4 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -534050.937500 Penalty: 2782.517822
	Iteration 1F: 3 clusters Score -534050.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -534257.250000 Penalty: 2782.517822
	Iteration 2F: 3 clusters Score -534257.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -534421.875000 Penalty: 2782.517822
	Iteration 3F: 3 clusters Score -534421.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -534564.562500 Penalty: 2782.517822
	Iteration 4Q: 3 clusters Score -534564.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -534700.125000 Penalty: 2782.517822
	Iteration 5Q: 3 clusters Score -534700.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -534824.125000 Penalty: 2782.517822
	Iteration 6Q: 3 clusters Score -534824.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -534931.250000 Penalty: 2782.517822
	Iteration 7Q: 3 clusters Score -534931.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -535058.687500 Penalty: 2782.517822
	Iteration 8Q: 3 clusters Score -535058.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -535184.625000 Penalty: 2782.517822
	Iteration 9Q: 3 clusters Score -535184.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -535295.812500 Penalty: 2782.517822
	Iteration 10Q: 3 clusters Score -535295.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -535398.687500 Penalty: 2782.517822
	Iteration 11Q: 3 clusters Score -535398.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -535520.062500 Penalty: 2782.517822
	Iteration 12Q: 3 clusters Score -535520.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -535676.437500 Penalty: 2782.517822
	Iteration 13Q: 3 clusters Score -535676.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -535855.062500 Penalty: 2782.517822
	Iteration 14Q: 3 clusters Score -535855.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -536029.375000 Penalty: 2782.517822
	Iteration 15Q: 3 clusters Score -536029.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -536136.250000 Penalty: 2782.517822
	Iteration 16Q: 3 clusters Score -536136.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -536201.625000 Penalty: 2782.517822
	Iteration 17Q: 3 clusters Score -536201.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -536236.437500 Penalty: 2782.517822
	Iteration 18Q: 3 clusters Score -536236.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -536252.125000 Penalty: 2782.517822
	Iteration 19Q: 3 clusters Score -536252.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -536266.875000 Penalty: 2782.517822
	Iteration 20F: 3 clusters Score -536266.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -536272.312500 Penalty: 2782.517822
	Iteration 21Q: 3 clusters Score -536272.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -536277.562500 Penalty: 2782.517822
	Iteration 22Q: 3 clusters Score -536277.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -536280.625000 Penalty: 2782.517822
	Iteration 23Q: 3 clusters Score -536280.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -536284.125000 Penalty: 2782.517822
	Iteration 24Q: 3 clusters Score -536284.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -536284.750000 Penalty: 2782.517822
	Iteration 25Q: 3 clusters Score -536284.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -536287.750000 Penalty: 2782.517822
	Iteration 26Q: 3 clusters Score -536287.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -536289.750000 Penalty: 2782.517822
	Iteration 27Q: 3 clusters Score -536289.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -536291.187500 Penalty: 2782.517822
	Iteration 28Q: 3 clusters Score -536291.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -536291.750000 Penalty: 2782.517822
	Iteration 29Q: 3 clusters Score -536291.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -536291.562500 Penalty: 2782.517822
	Iteration 30Q: 3 clusters Score -536291.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -536291.562500 Penalty: 2782.517822
	Iteration 31F: 3 clusters Score -536291.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -10870.791992 Penalty: 815.307922
	Iteration 0F: 2 clusters Score -10870.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10292.151367 Penalty: 1630.615845
	Iteration 0F: 3 clusters Score -10292.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10416.617188 Penalty: 1630.615845
	Iteration 1F: 3 clusters Score -10416.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10449.995117 Penalty: 1630.615845
	Iteration 2Q: 3 clusters Score -10450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10465.600586 Penalty: 1630.615845
	Iteration 3Q: 3 clusters Score -10465.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10478.032227 Penalty: 1630.615845
	Iteration 4Q: 3 clusters Score -10478.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10486.343750 Penalty: 1630.615845
	Iteration 5Q: 3 clusters Score -10486.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10488.930664 Penalty: 1630.615845
	Iteration 6Q: 3 clusters Score -10488.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10497.220703 Penalty: 1630.615845
	Iteration 7Q: 3 clusters Score -10497.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10498.609375 Penalty: 1630.615845
	Iteration 8Q: 3 clusters Score -10498.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10502.340820 Penalty: 1630.615845
	Iteration 9Q: 3 clusters Score -10502.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10502.340820 Penalty: 1630.615845
	Iteration 10F: 3 clusters Score -10502.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Entering Unmasked Estep 
Score: -463832.843750 Penalty: 1363.971191
	Iteration 0F: 2 clusters Score -463832.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -460220.593750 Penalty: 2727.942383
	Iteration 0F: 3 clusters Score -460220.6 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -461259.625000 Penalty: 2727.942383
	Iteration 1F: 3 clusters Score -461259.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -461486.656250 Penalty: 2727.942383
	Iteration 2F: 3 clusters Score -461486.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -461685.281250 Penalty: 2727.942383
	Iteration 3F: 3 clusters Score -461685.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -461906.125000 Penalty: 2727.942383
	Iteration 4F: 3 clusters Score -461906.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -462118.187500 Penalty: 2727.942383
	Iteration 5F: 3 clusters Score -462118.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -462325.250000 Penalty: 2727.942383
	Iteration 6F: 3 clusters Score -462325.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -462497.843750 Penalty: 2727.942383
	Iteration 7Q: 3 clusters Score -462497.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -462644.187500 Penalty: 2727.942383
	Iteration 8Q: 3 clusters Score -462644.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -462770.656250 Penalty: 2727.942383
	Iteration 9Q: 3 clusters Score -462770.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -462876.062500 Penalty: 2727.942383
	Iteration 10Q: 3 clusters Score -462876.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -462938.187500 Penalty: 2727.942383
	Iteration 11Q: 3 clusters Score -462938.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -462991.843750 Penalty: 2727.942383
	Iteration 12Q: 3 clusters Score -462991.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -463029.437500 Penalty: 2727.942383
	Iteration 13Q: 3 clusters Score -463029.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -463051.906250 Penalty: 2727.942383
	Iteration 14Q: 3 clusters Score -463051.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -463064.781250 Penalty: 2727.942383
	Iteration 15Q: 3 clusters Score -463064.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -463076.812500 Penalty: 2727.942383
	Iteration 16Q: 3 clusters Score -463076.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -463083.281250 Penalty: 2727.942383
	Iteration 17Q: 3 clusters Score -463083.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -463084.281250 Penalty: 2727.942383
	Iteration 18Q: 3 clusters Score -463084.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -463084.562500 Penalty: 2727.942383
	Iteration 19Q: 3 clusters Score -463084.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -463087.656250 Penalty: 2727.942383
	Iteration 20F: 3 clusters Score -463087.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -463089.281250 Penalty: 2727.942383
	Iteration 21Q: 3 clusters Score -463089.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -463090.593750 Penalty: 2727.942383
	Iteration 22Q: 3 clusters Score -463090.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -463090.156250 Penalty: 2727.942383
	Iteration 23Q: 3 clusters Score -463090.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -463092.875000 Penalty: 2727.942383
	Iteration 24Q: 3 clusters Score -463092.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -463094.375000 Penalty: 2727.942383
	Iteration 25Q: 3 clusters Score -463094.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -463095.281250 Penalty: 2727.942383
	Iteration 26Q: 3 clusters Score -463095.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -463095.281250 Penalty: 2727.942383
	Iteration 27F: 3 clusters Score -463095.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (174037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174037 members 
Entering Unmasked Estep 
Score: -18673558.000000 Penalty: 1960.891235
	Iteration 0F: 2 clusters Score -1.867356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86963 members 
Mstep: Class 2 contains 87074 members 
Entering Unmasked Estep 
Score: -18564102.000000 Penalty: 3921.782471
	Iteration 0F: 3 clusters Score -1.85641e+07 nChanged 84500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84413 members 
Mstep: Class 2 contains 89624 members 
Entering Unmasked Estep 
Score: -18613786.000000 Penalty: 3921.782471
	Iteration 1F: 3 clusters Score -1.861379e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83299 members 
Mstep: Class 2 contains 90738 members 
Entering Unmasked Estep 
Score: -18614748.000000 Penalty: 3921.782471
	Iteration 2Q: 3 clusters Score -1.861475e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81650 members 
Mstep: Class 2 contains 92387 members 
Entering Unmasked Estep 
Score: -18616134.000000 Penalty: 3921.782471
	Iteration 3Q: 3 clusters Score -1.861613e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79127 members 
Mstep: Class 2 contains 94910 members 
Entering Unmasked Estep 
Score: -18618084.000000 Penalty: 3921.782471
	Iteration 4Q: 3 clusters Score -1.861808e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75228 members 
Mstep: Class 2 contains 98809 members 
Entering Unmasked Estep 
Score: -18621406.000000 Penalty: 3921.782471
	Iteration 5Q: 3 clusters Score -1.862141e+07 nChanged 8698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69748 members 
Mstep: Class 2 contains 104289 members 
Entering Unmasked Estep 
Score: -18626618.000000 Penalty: 3921.782471
	Iteration 6Q: 3 clusters Score -1.862662e+07 nChanged 10116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62706 members 
Mstep: Class 2 contains 111331 members 
Entering Unmasked Estep 
Score: -18633850.000000 Penalty: 3921.782471
	Iteration 7F: 3 clusters Score -1.863385e+07 nChanged 10717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55163 members 
Mstep: Class 2 contains 118874 members 
Entering Unmasked Estep 
Score: -18642220.000000 Penalty: 3921.782471
	Iteration 8F: 3 clusters Score -1.864222e+07 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 125957 members 
Entering Unmasked Estep 
Score: -18649612.000000 Penalty: 3921.782471
	Iteration 9F: 3 clusters Score -1.864961e+07 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 131969 members 
Entering Unmasked Estep 
Score: -18654974.000000 Penalty: 3921.782471
	Iteration 10Q: 3 clusters Score -1.865497e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 137039 members 
Entering Unmasked Estep 
Score: -18658974.000000 Penalty: 3921.782471
	Iteration 11Q: 3 clusters Score -1.865897e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 141592 members 
Entering Unmasked Estep 
Score: -18662018.000000 Penalty: 3921.782471
	Iteration 12Q: 3 clusters Score -1.866202e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 145983 members 
Entering Unmasked Estep 
Score: -18664392.000000 Penalty: 3921.782471
	Iteration 13Q: 3 clusters Score -1.866439e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 150206 members 
Entering Unmasked Estep 
Score: -18666576.000000 Penalty: 3921.782471
	Iteration 14Q: 3 clusters Score -1.866658e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 154064 members 
Entering Unmasked Estep 
Score: -18668314.000000 Penalty: 3921.782471
	Iteration 15Q: 3 clusters Score -1.866831e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 157605 members 
Entering Unmasked Estep 
Score: -18669606.000000 Penalty: 3921.782471
	Iteration 16Q: 3 clusters Score -1.866961e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 160831 members 
Entering Unmasked Estep 
Score: -18670616.000000 Penalty: 3921.782471
	Iteration 17Q: 3 clusters Score -1.867062e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 163588 members 
Entering Unmasked Estep 
Score: -18671140.000000 Penalty: 3921.782471
	Iteration 18Q: 3 clusters Score -1.867114e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 165861 members 
Entering Unmasked Estep 
Score: -18671668.000000 Penalty: 3921.782471
	Iteration 19Q: 3 clusters Score -1.867167e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 167727 members 
Entering Unmasked Estep 
Score: -18672142.000000 Penalty: 3921.782471
	Iteration 20F: 3 clusters Score -1.867214e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 169176 members 
Entering Unmasked Estep 
Score: -18672282.000000 Penalty: 3921.782471
	Iteration 21Q: 3 clusters Score -1.867228e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 170328 members 
Entering Unmasked Estep 
Score: -18672484.000000 Penalty: 3921.782471
	Iteration 22Q: 3 clusters Score -1.867248e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 171154 members 
Entering Unmasked Estep 
Score: -18672448.000000 Penalty: 3921.782471
	Iteration 23Q: 3 clusters Score -1.867245e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 171792 members 
Entering Unmasked Estep 
Score: -18672378.000000 Penalty: 3921.782471
	Iteration 24Q: 3 clusters Score -1.867238e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 172276 members 
Entering Unmasked Estep 
Score: -18672432.000000 Penalty: 3921.782471
	Iteration 25Q: 3 clusters Score -1.867243e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 172644 members 
Entering Unmasked Estep 
Score: -18672404.000000 Penalty: 3921.782471
	Iteration 26Q: 3 clusters Score -1.86724e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 172898 members 
Entering Unmasked Estep 
Score: -18672370.000000 Penalty: 3921.782471
	Iteration 27Q: 3 clusters Score -1.867237e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 173085 members 
Entering Unmasked Estep 
Score: -18672348.000000 Penalty: 3921.782471
	Iteration 28Q: 3 clusters Score -1.867235e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 173216 members 
Entering Unmasked Estep 
Score: -18672356.000000 Penalty: 3921.782471
	Iteration 29Q: 3 clusters Score -1.867236e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 173286 members 
Entering Unmasked Estep 
Score: -18672358.000000 Penalty: 3921.782471
	Iteration 30Q: 3 clusters Score -1.867236e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 173347 members 
Entering Unmasked Estep 
Score: -18672348.000000 Penalty: 3921.782471
	Iteration 31Q: 3 clusters Score -1.867235e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 173392 members 
Entering Unmasked Estep 
Score: -18672322.000000 Penalty: 3921.782471
	Iteration 32Q: 3 clusters Score -1.867232e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 173433 members 
Entering Unmasked Estep 
Score: -18672318.000000 Penalty: 3921.782471
	Iteration 33Q: 3 clusters Score -1.867232e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 173462 members 
Entering Unmasked Estep 
Score: -18672322.000000 Penalty: 3921.782471
	Iteration 34Q: 3 clusters Score -1.867232e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 173490 members 
Entering Unmasked Estep 
Score: -18672312.000000 Penalty: 3921.782471
	Iteration 35Q: 3 clusters Score -1.867231e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 173512 members 
Entering Unmasked Estep 
Score: -18672290.000000 Penalty: 3921.782471
	Iteration 36Q: 3 clusters Score -1.867229e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 173523 members 
Entering Unmasked Estep 
Score: -18672308.000000 Penalty: 3921.782471
	Iteration 37Q: 3 clusters Score -1.867231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 173530 members 
Entering Unmasked Estep 
Score: -18672310.000000 Penalty: 3921.782471
	Iteration 38Q: 3 clusters Score -1.867231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 173537 members 
Entering Unmasked Estep 
Score: -18672318.000000 Penalty: 3921.782471
	Iteration 39Q: 3 clusters Score -1.867232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 173542 members 
Entering Unmasked Estep 
Score: -18672306.000000 Penalty: 3921.782471
	Iteration 40F: 3 clusters Score -1.867231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 173548 members 
Entering Unmasked Estep 
Score: -18672306.000000 Penalty: 3921.782471
	Iteration 41Q: 3 clusters Score -1.867231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 173557 members 
Entering Unmasked Estep 
Score: -18672298.000000 Penalty: 3921.782471
	Iteration 42Q: 3 clusters Score -1.86723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 173559 members 
Entering Unmasked Estep 
Score: -18672308.000000 Penalty: 3921.782471
	Iteration 43Q: 3 clusters Score -1.867231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 173559 members 
Entering Unmasked Estep 
Score: -18672302.000000 Penalty: 3921.782471
	Iteration 44Q: 3 clusters Score -1.86723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 173564 members 
Entering Unmasked Estep 
Score: -18672310.000000 Penalty: 3921.782471
	Iteration 45Q: 3 clusters Score -1.867231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 173568 members 
Entering Unmasked Estep 
Score: -18672304.000000 Penalty: 3921.782471
	Iteration 46Q: 3 clusters Score -1.86723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 173570 members 
Entering Unmasked Estep 
Score: -18672302.000000 Penalty: 3921.782471
	Iteration 47Q: 3 clusters Score -1.86723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 173573 members 
Entering Unmasked Estep 
Score: -18672294.000000 Penalty: 3921.782471
	Iteration 48Q: 3 clusters Score -1.867229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 173575 members 
Entering Unmasked Estep 
Score: -18672286.000000 Penalty: 3921.782471
	Iteration 49Q: 3 clusters Score -1.867229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 173575 members 
Entering Unmasked Estep 
Score: -18672286.000000 Penalty: 3921.782471
	Iteration 50F: 3 clusters Score -1.867229e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Entering Unmasked Estep 
Score: -239395.937500 Penalty: 1265.449585
	Iteration 0F: 2 clusters Score -239395.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -237072.640625 Penalty: 2530.899170
	Iteration 0F: 3 clusters Score -237072.6 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -237620.171875 Penalty: 2530.899170
	Iteration 1F: 3 clusters Score -237620.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -237757.531250 Penalty: 2530.899170
	Iteration 2F: 3 clusters Score -237757.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -237847.062500 Penalty: 2530.899170
	Iteration 3F: 3 clusters Score -237847.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -237929.546875 Penalty: 2530.899170
	Iteration 4Q: 3 clusters Score -237929.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -238007.625000 Penalty: 2530.899170
	Iteration 5Q: 3 clusters Score -238007.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -238081.484375 Penalty: 2530.899170
	Iteration 6Q: 3 clusters Score -238081.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -238151.312500 Penalty: 2530.899170
	Iteration 7Q: 3 clusters Score -238151.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -238215.656250 Penalty: 2530.899170
	Iteration 8Q: 3 clusters Score -238215.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -238292.234375 Penalty: 2530.899170
	Iteration 9Q: 3 clusters Score -238292.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -238379.453125 Penalty: 2530.899170
	Iteration 10Q: 3 clusters Score -238379.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -238475.578125 Penalty: 2530.899170
	Iteration 11Q: 3 clusters Score -238475.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -238570.312500 Penalty: 2530.899170
	Iteration 12Q: 3 clusters Score -238570.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -238667.578125 Penalty: 2530.899170
	Iteration 13Q: 3 clusters Score -238667.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -238769.687500 Penalty: 2530.899170
	Iteration 14Q: 3 clusters Score -238769.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -238860.359375 Penalty: 2530.899170
	Iteration 15Q: 3 clusters Score -238860.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -238937.031250 Penalty: 2530.899170
	Iteration 16Q: 3 clusters Score -238937 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -238978.625000 Penalty: 2530.899170
	Iteration 17Q: 3 clusters Score -238978.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -239022.421875 Penalty: 2530.899170
	Iteration 18Q: 3 clusters Score -239022.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -239072.593750 Penalty: 2530.899170
	Iteration 19Q: 3 clusters Score -239072.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -239122.421875 Penalty: 2530.899170
	Iteration 20F: 3 clusters Score -239122.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -239151.734375 Penalty: 2530.899170
	Iteration 21Q: 3 clusters Score -239151.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -239173.250000 Penalty: 2530.899170
	Iteration 22Q: 3 clusters Score -239173.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -239180.234375 Penalty: 2530.899170
	Iteration 23Q: 3 clusters Score -239180.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -239181.359375 Penalty: 2530.899170
	Iteration 24Q: 3 clusters Score -239181.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -239182.312500 Penalty: 2530.899170
	Iteration 25Q: 3 clusters Score -239182.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -239184.203125 Penalty: 2530.899170
	Iteration 26Q: 3 clusters Score -239184.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -239184.750000 Penalty: 2530.899170
	Iteration 27Q: 3 clusters Score -239184.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -239184.750000 Penalty: 2530.899170
	Iteration 28F: 3 clusters Score -239184.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Entering Unmasked Estep 
Score: -411516.000000 Penalty: 1353.098267
	Iteration 0F: 2 clusters Score -411516 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 2039 members 
Entering Unmasked Estep 
Score: -408143.718750 Penalty: 2706.196533
	Iteration 0F: 3 clusters Score -408143.7 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -409217.093750 Penalty: 2706.196533
	Iteration 1F: 3 clusters Score -409217.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -409491.312500 Penalty: 2706.196533
	Iteration 2F: 3 clusters Score -409491.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -409743.156250 Penalty: 2706.196533
	Iteration 3F: 3 clusters Score -409743.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -409977.593750 Penalty: 2706.196533
	Iteration 4F: 3 clusters Score -409977.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -410189.406250 Penalty: 2706.196533
	Iteration 5F: 3 clusters Score -410189.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -410389.843750 Penalty: 2706.196533
	Iteration 6F: 3 clusters Score -410389.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -410527.937500 Penalty: 2706.196533
	Iteration 7Q: 3 clusters Score -410527.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -410645.156250 Penalty: 2706.196533
	Iteration 8Q: 3 clusters Score -410645.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -410730.343750 Penalty: 2706.196533
	Iteration 9Q: 3 clusters Score -410730.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -410819.250000 Penalty: 2706.196533
	Iteration 10Q: 3 clusters Score -410819.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -410879.281250 Penalty: 2706.196533
	Iteration 11Q: 3 clusters Score -410879.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -410923.718750 Penalty: 2706.196533
	Iteration 12Q: 3 clusters Score -410923.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -410949.000000 Penalty: 2706.196533
	Iteration 13Q: 3 clusters Score -410949 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -410971.250000 Penalty: 2706.196533
	Iteration 14Q: 3 clusters Score -410971.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -410998.562500 Penalty: 2706.196533
	Iteration 15Q: 3 clusters Score -410998.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -411026.937500 Penalty: 2706.196533
	Iteration 16Q: 3 clusters Score -411026.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -411060.343750 Penalty: 2706.196533
	Iteration 17Q: 3 clusters Score -411060.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -411081.500000 Penalty: 2706.196533
	Iteration 18Q: 3 clusters Score -411081.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -411093.531250 Penalty: 2706.196533
	Iteration 19Q: 3 clusters Score -411093.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -411098.156250 Penalty: 2706.196533
	Iteration 20F: 3 clusters Score -411098.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -411103.812500 Penalty: 2706.196533
	Iteration 21Q: 3 clusters Score -411103.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -411106.531250 Penalty: 2706.196533
	Iteration 22Q: 3 clusters Score -411106.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -411108.250000 Penalty: 2706.196533
	Iteration 23Q: 3 clusters Score -411108.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -411108.531250 Penalty: 2706.196533
	Iteration 24Q: 3 clusters Score -411108.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -411111.718750 Penalty: 2706.196533
	Iteration 25Q: 3 clusters Score -411111.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -411112.343750 Penalty: 2706.196533
	Iteration 26Q: 3 clusters Score -411112.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -411114.031250 Penalty: 2706.196533
	Iteration 27Q: 3 clusters Score -411114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -411115.000000 Penalty: 2706.196533
	Iteration 28Q: 3 clusters Score -411115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -411116.687500 Penalty: 2706.196533
	Iteration 29Q: 3 clusters Score -411116.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -411117.281250 Penalty: 2706.196533
	Iteration 30Q: 3 clusters Score -411117.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -411118.062500 Penalty: 2706.196533
	Iteration 31Q: 3 clusters Score -411118.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -411118.531250 Penalty: 2706.196533
	Iteration 32Q: 3 clusters Score -411118.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -411119.843750 Penalty: 2706.196533
	Iteration 33Q: 3 clusters Score -411119.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -411121.375000 Penalty: 2706.196533
	Iteration 34Q: 3 clusters Score -411121.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -411122.468750 Penalty: 2706.196533
	Iteration 35Q: 3 clusters Score -411122.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -411123.281250 Penalty: 2706.196533
	Iteration 36Q: 3 clusters Score -411123.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -411123.000000 Penalty: 2706.196533
	Iteration 37Q: 3 clusters Score -411123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -411123.718750 Penalty: 2706.196533
	Iteration 38Q: 3 clusters Score -411123.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -411124.156250 Penalty: 2706.196533
	Iteration 39Q: 3 clusters Score -411124.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -411124.656250 Penalty: 2706.196533
	Iteration 40F: 3 clusters Score -411124.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -411125.968750 Penalty: 2706.196533
	Iteration 41Q: 3 clusters Score -411126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -411125.156250 Penalty: 2706.196533
	Iteration 42Q: 3 clusters Score -411125.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -411127.406250 Penalty: 2706.196533
	Iteration 43Q: 3 clusters Score -411127.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -411127.562500 Penalty: 2706.196533
	Iteration 44Q: 3 clusters Score -411127.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -411127.937500 Penalty: 2706.196533
	Iteration 45Q: 3 clusters Score -411127.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -411128.156250 Penalty: 2706.196533
	Iteration 46Q: 3 clusters Score -411128.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -411128.437500 Penalty: 2706.196533
	Iteration 47Q: 3 clusters Score -411128.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -411128.125000 Penalty: 2706.196533
	Iteration 48Q: 3 clusters Score -411128.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -411128.125000 Penalty: 2706.196533
	Iteration 49F: 3 clusters Score -411128.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Entering Unmasked Estep 
Score: -1989978.250000 Penalty: 1598.612427
	Iteration 0F: 2 clusters Score -1989978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1977194.750000 Penalty: 3197.224854
	Iteration 0F: 3 clusters Score -1977195 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1981749.625000 Penalty: 3197.224854
	Iteration 1F: 3 clusters Score -1981750 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1982142.625000 Penalty: 3197.224854
	Iteration 2F: 3 clusters Score -1982143 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1982560.750000 Penalty: 3197.224854
	Iteration 3Q: 3 clusters Score -1982561 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1983072.125000 Penalty: 3197.224854
	Iteration 4F: 3 clusters Score -1983072 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1983706.500000 Penalty: 3197.224854
	Iteration 5F: 3 clusters Score -1983706 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1984345.000000 Penalty: 3197.224854
	Iteration 6F: 3 clusters Score -1984345 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1984877.750000 Penalty: 3197.224854
	Iteration 7F: 3 clusters Score -1984878 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1985334.875000 Penalty: 3197.224854
	Iteration 8Q: 3 clusters Score -1985335 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1985733.500000 Penalty: 3197.224854
	Iteration 9Q: 3 clusters Score -1985734 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1986031.125000 Penalty: 3197.224854
	Iteration 10Q: 3 clusters Score -1986031 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1986233.000000 Penalty: 3197.224854
	Iteration 11Q: 3 clusters Score -1986233 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1986372.625000 Penalty: 3197.224854
	Iteration 12Q: 3 clusters Score -1986373 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1986489.500000 Penalty: 3197.224854
	Iteration 13Q: 3 clusters Score -1986490 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1986604.750000 Penalty: 3197.224854
	Iteration 14Q: 3 clusters Score -1986605 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1986724.875000 Penalty: 3197.224854
	Iteration 15Q: 3 clusters Score -1986725 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1986860.625000 Penalty: 3197.224854
	Iteration 16Q: 3 clusters Score -1986861 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1986984.875000 Penalty: 3197.224854
	Iteration 17Q: 3 clusters Score -1986985 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1987107.125000 Penalty: 3197.224854
	Iteration 18Q: 3 clusters Score -1987107 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1987235.625000 Penalty: 3197.224854
	Iteration 19Q: 3 clusters Score -1987236 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1987342.250000 Penalty: 3197.224854
	Iteration 20F: 3 clusters Score -1987342 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1987452.750000 Penalty: 3197.224854
	Iteration 21Q: 3 clusters Score -1987453 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1987565.375000 Penalty: 3197.224854
	Iteration 22Q: 3 clusters Score -1987565 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1987687.125000 Penalty: 3197.224854
	Iteration 23Q: 3 clusters Score -1987687 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1987788.250000 Penalty: 3197.224854
	Iteration 24Q: 3 clusters Score -1987788 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1987883.500000 Penalty: 3197.224854
	Iteration 25Q: 3 clusters Score -1987884 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1987978.875000 Penalty: 3197.224854
	Iteration 26Q: 3 clusters Score -1987979 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1988073.125000 Penalty: 3197.224854
	Iteration 27Q: 3 clusters Score -1988073 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1988170.625000 Penalty: 3197.224854
	Iteration 28Q: 3 clusters Score -1988171 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1988245.875000 Penalty: 3197.224854
	Iteration 29Q: 3 clusters Score -1988246 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1988330.125000 Penalty: 3197.224854
	Iteration 30Q: 3 clusters Score -1988330 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1988377.875000 Penalty: 3197.224854
	Iteration 31Q: 3 clusters Score -1988378 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1988428.625000 Penalty: 3197.224854
	Iteration 32Q: 3 clusters Score -1988429 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1988470.625000 Penalty: 3197.224854
	Iteration 33Q: 3 clusters Score -1988471 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1988507.125000 Penalty: 3197.224854
	Iteration 34Q: 3 clusters Score -1988507 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1988534.375000 Penalty: 3197.224854
	Iteration 35Q: 3 clusters Score -1988534 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1988557.375000 Penalty: 3197.224854
	Iteration 36Q: 3 clusters Score -1988557 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1988579.250000 Penalty: 3197.224854
	Iteration 37Q: 3 clusters Score -1988579 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1988599.250000 Penalty: 3197.224854
	Iteration 38Q: 3 clusters Score -1988599 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1988616.875000 Penalty: 3197.224854
	Iteration 39Q: 3 clusters Score -1988617 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1988638.250000 Penalty: 3197.224854
	Iteration 40F: 3 clusters Score -1988638 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1988652.000000 Penalty: 3197.224854
	Iteration 41Q: 3 clusters Score -1988652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1988655.625000 Penalty: 3197.224854
	Iteration 42Q: 3 clusters Score -1988656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1988669.375000 Penalty: 3197.224854
	Iteration 43Q: 3 clusters Score -1988669 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1988676.875000 Penalty: 3197.224854
	Iteration 44Q: 3 clusters Score -1988677 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1988689.250000 Penalty: 3197.224854
	Iteration 45Q: 3 clusters Score -1988689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1988693.250000 Penalty: 3197.224854
	Iteration 46Q: 3 clusters Score -1988693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1988701.375000 Penalty: 3197.224854
	Iteration 47Q: 3 clusters Score -1988701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1988713.375000 Penalty: 3197.224854
	Iteration 48Q: 3 clusters Score -1988713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1988721.625000 Penalty: 3197.224854
	Iteration 49Q: 3 clusters Score -1988722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1988720.375000 Penalty: 3197.224854
	Iteration 50Q: 3 clusters Score -1988720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1988727.250000 Penalty: 3197.224854
	Iteration 51Q: 3 clusters Score -1988727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1988729.250000 Penalty: 3197.224854
	Iteration 52Q: 3 clusters Score -1988729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1988732.000000 Penalty: 3197.224854
	Iteration 53Q: 3 clusters Score -1988732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1988735.375000 Penalty: 3197.224854
	Iteration 54Q: 3 clusters Score -1988735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1988736.875000 Penalty: 3197.224854
	Iteration 55Q: 3 clusters Score -1988737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1988739.125000 Penalty: 3197.224854
	Iteration 56Q: 3 clusters Score -1988739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1988739.375000 Penalty: 3197.224854
	Iteration 57Q: 3 clusters Score -1988739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1988740.375000 Penalty: 3197.224854
	Iteration 58Q: 3 clusters Score -1988740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1988740.375000 Penalty: 3197.224854
	Iteration 59Q: 3 clusters Score -1988740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1988739.625000 Penalty: 3197.224854
	Iteration 60F: 3 clusters Score -1988740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Entering Unmasked Estep 
Score: -1852761.250000 Penalty: 1591.978882
	Iteration 0F: 2 clusters Score -1852761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1840539.500000 Penalty: 3183.957764
	Iteration 0F: 3 clusters Score -1840540 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1845274.750000 Penalty: 3183.957764
	Iteration 1F: 3 clusters Score -1845275 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1846029.625000 Penalty: 3183.957764
	Iteration 2F: 3 clusters Score -1846030 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1846782.250000 Penalty: 3183.957764
	Iteration 3F: 3 clusters Score -1846782 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1847606.000000 Penalty: 3183.957764
	Iteration 4F: 3 clusters Score -1847606 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1848488.625000 Penalty: 3183.957764
	Iteration 5F: 3 clusters Score -1848489 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1849419.375000 Penalty: 3183.957764
	Iteration 6F: 3 clusters Score -1849419 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1850323.625000 Penalty: 3183.957764
	Iteration 7F: 3 clusters Score -1850324 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1851055.750000 Penalty: 3183.957764
	Iteration 8F: 3 clusters Score -1851056 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1851521.875000 Penalty: 3183.957764
	Iteration 9Q: 3 clusters Score -1851522 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1851783.000000 Penalty: 3183.957764
	Iteration 10Q: 3 clusters Score -1851783 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1851940.000000 Penalty: 3183.957764
	Iteration 11Q: 3 clusters Score -1851940 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1852040.000000 Penalty: 3183.957764
	Iteration 12Q: 3 clusters Score -1852040 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1852117.250000 Penalty: 3183.957764
	Iteration 13Q: 3 clusters Score -1852117 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1852160.750000 Penalty: 3183.957764
	Iteration 14Q: 3 clusters Score -1852161 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1852208.000000 Penalty: 3183.957764
	Iteration 15Q: 3 clusters Score -1852208 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1852238.875000 Penalty: 3183.957764
	Iteration 16Q: 3 clusters Score -1852239 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1852267.000000 Penalty: 3183.957764
	Iteration 17Q: 3 clusters Score -1852267 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1852281.125000 Penalty: 3183.957764
	Iteration 18Q: 3 clusters Score -1852281 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1852295.625000 Penalty: 3183.957764
	Iteration 19Q: 3 clusters Score -1852296 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1852304.875000 Penalty: 3183.957764
	Iteration 20F: 3 clusters Score -1852305 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1852316.250000 Penalty: 3183.957764
	Iteration 21Q: 3 clusters Score -1852316 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1852319.000000 Penalty: 3183.957764
	Iteration 22Q: 3 clusters Score -1852319 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1852327.375000 Penalty: 3183.957764
	Iteration 23Q: 3 clusters Score -1852327 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1852329.375000 Penalty: 3183.957764
	Iteration 24Q: 3 clusters Score -1852329 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1852337.500000 Penalty: 3183.957764
	Iteration 25Q: 3 clusters Score -1852338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1852342.125000 Penalty: 3183.957764
	Iteration 26Q: 3 clusters Score -1852342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1852341.000000 Penalty: 3183.957764
	Iteration 27Q: 3 clusters Score -1852341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1852342.750000 Penalty: 3183.957764
	Iteration 28Q: 3 clusters Score -1852343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1852348.000000 Penalty: 3183.957764
	Iteration 29Q: 3 clusters Score -1852348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1852349.750000 Penalty: 3183.957764
	Iteration 30Q: 3 clusters Score -1852350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1852346.625000 Penalty: 3183.957764
	Iteration 31Q: 3 clusters Score -1852347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1852348.625000 Penalty: 3183.957764
	Iteration 32Q: 3 clusters Score -1852349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1852347.250000 Penalty: 3183.957764
	Iteration 33Q: 3 clusters Score -1852347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1852348.125000 Penalty: 3183.957764
	Iteration 34Q: 3 clusters Score -1852348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1852351.750000 Penalty: 3183.957764
	Iteration 35Q: 3 clusters Score -1852352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1852353.625000 Penalty: 3183.957764
	Iteration 36Q: 3 clusters Score -1852354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1852355.500000 Penalty: 3183.957764
	Iteration 37Q: 3 clusters Score -1852356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1852357.750000 Penalty: 3183.957764
	Iteration 38Q: 3 clusters Score -1852358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1852359.375000 Penalty: 3183.957764
	Iteration 39Q: 3 clusters Score -1852359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1852356.750000 Penalty: 3183.957764
	Iteration 40F: 3 clusters Score -1852357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (42583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Entering Unmasked Estep 
Score: -4448789.500000 Penalty: 1732.121704
	Iteration 0F: 2 clusters Score -4448790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -4420488.000000 Penalty: 3464.243408
	Iteration 0F: 3 clusters Score -4420488 nChanged 19747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -4431909.000000 Penalty: 3464.243408
	Iteration 1F: 3 clusters Score -4431909 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -4432751.000000 Penalty: 3464.243408
	Iteration 2Q: 3 clusters Score -4432751 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -4433867.000000 Penalty: 3464.243408
	Iteration 3F: 3 clusters Score -4433867 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -4435410.000000 Penalty: 3464.243408
	Iteration 4F: 3 clusters Score -4435410 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -4437335.500000 Penalty: 3464.243408
	Iteration 5F: 3 clusters Score -4437336 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -4439534.500000 Penalty: 3464.243408
	Iteration 6F: 3 clusters Score -4439534 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -4441549.500000 Penalty: 3464.243408
	Iteration 7F: 3 clusters Score -4441550 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -4442943.000000 Penalty: 3464.243408
	Iteration 8F: 3 clusters Score -4442943 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -4443725.000000 Penalty: 3464.243408
	Iteration 9Q: 3 clusters Score -4443725 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -4444155.500000 Penalty: 3464.243408
	Iteration 10Q: 3 clusters Score -4444156 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -4444404.000000 Penalty: 3464.243408
	Iteration 11Q: 3 clusters Score -4444404 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -4444563.000000 Penalty: 3464.243408
	Iteration 12Q: 3 clusters Score -4444563 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -4444674.500000 Penalty: 3464.243408
	Iteration 13Q: 3 clusters Score -4444674 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -4444819.500000 Penalty: 3464.243408
	Iteration 14Q: 3 clusters Score -4444820 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -4444936.500000 Penalty: 3464.243408
	Iteration 15Q: 3 clusters Score -4444936 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -4445021.500000 Penalty: 3464.243408
	Iteration 16Q: 3 clusters Score -4445022 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -4445111.500000 Penalty: 3464.243408
	Iteration 17Q: 3 clusters Score -4445112 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -4445200.000000 Penalty: 3464.243408
	Iteration 18Q: 3 clusters Score -4445200 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -4445240.000000 Penalty: 3464.243408
	Iteration 19Q: 3 clusters Score -4445240 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -4445300.000000 Penalty: 3464.243408
	Iteration 20F: 3 clusters Score -4445300 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -4445337.000000 Penalty: 3464.243408
	Iteration 21Q: 3 clusters Score -4445337 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -4445397.000000 Penalty: 3464.243408
	Iteration 22Q: 3 clusters Score -4445397 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -4445470.500000 Penalty: 3464.243408
	Iteration 23Q: 3 clusters Score -4445470 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -4445532.500000 Penalty: 3464.243408
	Iteration 24Q: 3 clusters Score -4445532 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -4445588.500000 Penalty: 3464.243408
	Iteration 25Q: 3 clusters Score -4445588 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -4445612.500000 Penalty: 3464.243408
	Iteration 26Q: 3 clusters Score -4445612 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -4445687.000000 Penalty: 3464.243408
	Iteration 27Q: 3 clusters Score -4445687 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -4445718.500000 Penalty: 3464.243408
	Iteration 28Q: 3 clusters Score -4445718 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -4445755.500000 Penalty: 3464.243408
	Iteration 29Q: 3 clusters Score -4445756 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -4445814.500000 Penalty: 3464.243408
	Iteration 30Q: 3 clusters Score -4445814 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -4445871.500000 Penalty: 3464.243408
	Iteration 31Q: 3 clusters Score -4445872 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -4445921.000000 Penalty: 3464.243408
	Iteration 32Q: 3 clusters Score -4445921 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -4445956.000000 Penalty: 3464.243408
	Iteration 33Q: 3 clusters Score -4445956 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -4446023.500000 Penalty: 3464.243408
	Iteration 34Q: 3 clusters Score -4446024 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -4446050.000000 Penalty: 3464.243408
	Iteration 35Q: 3 clusters Score -4446050 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -4446080.000000 Penalty: 3464.243408
	Iteration 36Q: 3 clusters Score -4446080 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -4446137.500000 Penalty: 3464.243408
	Iteration 37Q: 3 clusters Score -4446138 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -4446204.500000 Penalty: 3464.243408
	Iteration 38Q: 3 clusters Score -4446204 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -4446260.500000 Penalty: 3464.243408
	Iteration 39Q: 3 clusters Score -4446260 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -4446278.500000 Penalty: 3464.243408
	Iteration 40F: 3 clusters Score -4446278 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -4446306.500000 Penalty: 3464.243408
	Iteration 41Q: 3 clusters Score -4446306 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -4446345.500000 Penalty: 3464.243408
	Iteration 42Q: 3 clusters Score -4446346 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -4446393.500000 Penalty: 3464.243408
	Iteration 43Q: 3 clusters Score -4446394 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -4446464.500000 Penalty: 3464.243408
	Iteration 44Q: 3 clusters Score -4446464 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -4446514.000000 Penalty: 3464.243408
	Iteration 45Q: 3 clusters Score -4446514 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -4446565.500000 Penalty: 3464.243408
	Iteration 46Q: 3 clusters Score -4446566 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -4446635.500000 Penalty: 3464.243408
	Iteration 47Q: 3 clusters Score -4446636 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -4446676.500000 Penalty: 3464.243408
	Iteration 48Q: 3 clusters Score -4446676 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -4446723.000000 Penalty: 3464.243408
	Iteration 49Q: 3 clusters Score -4446723 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -4446770.500000 Penalty: 3464.243408
	Iteration 50Q: 3 clusters Score -4446770 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -4446813.000000 Penalty: 3464.243408
	Iteration 51Q: 3 clusters Score -4446813 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -4446873.500000 Penalty: 3464.243408
	Iteration 52Q: 3 clusters Score -4446874 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -4446921.000000 Penalty: 3464.243408
	Iteration 53Q: 3 clusters Score -4446921 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -4446957.500000 Penalty: 3464.243408
	Iteration 54Q: 3 clusters Score -4446958 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -4447000.000000 Penalty: 3464.243408
	Iteration 55Q: 3 clusters Score -4447000 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -4447046.500000 Penalty: 3464.243408
	Iteration 56Q: 3 clusters Score -4447046 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -4447093.000000 Penalty: 3464.243408
	Iteration 57Q: 3 clusters Score -4447093 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -4447160.000000 Penalty: 3464.243408
	Iteration 58Q: 3 clusters Score -4447160 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -4447205.500000 Penalty: 3464.243408
	Iteration 59Q: 3 clusters Score -4447206 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -4447243.500000 Penalty: 3464.243408
	Iteration 60F: 3 clusters Score -4447244 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -4447289.500000 Penalty: 3464.243408
	Iteration 61Q: 3 clusters Score -4447290 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -4447324.000000 Penalty: 3464.243408
	Iteration 62Q: 3 clusters Score -4447324 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -4447379.500000 Penalty: 3464.243408
	Iteration 63Q: 3 clusters Score -4447380 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -4447455.000000 Penalty: 3464.243408
	Iteration 64Q: 3 clusters Score -4447455 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -4447549.500000 Penalty: 3464.243408
	Iteration 65Q: 3 clusters Score -4447550 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -4447629.000000 Penalty: 3464.243408
	Iteration 66Q: 3 clusters Score -4447629 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -4447703.500000 Penalty: 3464.243408
	Iteration 67Q: 3 clusters Score -4447704 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -4447744.500000 Penalty: 3464.243408
	Iteration 68Q: 3 clusters Score -4447744 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -4447783.500000 Penalty: 3464.243408
	Iteration 69Q: 3 clusters Score -4447784 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -4447814.500000 Penalty: 3464.243408
	Iteration 70Q: 3 clusters Score -4447814 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -4447845.500000 Penalty: 3464.243408
	Iteration 71Q: 3 clusters Score -4447846 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -4447854.500000 Penalty: 3464.243408
	Iteration 72Q: 3 clusters Score -4447854 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -4447866.000000 Penalty: 3464.243408
	Iteration 73Q: 3 clusters Score -4447866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -4447880.500000 Penalty: 3464.243408
	Iteration 74Q: 3 clusters Score -4447880 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -4447892.000000 Penalty: 3464.243408
	Iteration 75Q: 3 clusters Score -4447892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -4447896.000000 Penalty: 3464.243408
	Iteration 76Q: 3 clusters Score -4447896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -4447903.000000 Penalty: 3464.243408
	Iteration 77Q: 3 clusters Score -4447903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -4447904.000000 Penalty: 3464.243408
	Iteration 78Q: 3 clusters Score -4447904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -4447902.000000 Penalty: 3464.243408
	Iteration 79Q: 3 clusters Score -4447902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -4447904.500000 Penalty: 3464.243408
	Iteration 80F: 3 clusters Score -4447904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -4447906.500000 Penalty: 3464.243408
	Iteration 81Q: 3 clusters Score -4447906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -4447907.500000 Penalty: 3464.243408
	Iteration 82Q: 3 clusters Score -4447908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -4447905.500000 Penalty: 3464.243408
	Iteration 83Q: 3 clusters Score -4447906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -4447905.500000 Penalty: 3464.243408
	Iteration 84F: 3 clusters Score -4447906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -70488.992188 Penalty: 1069.128296
	Iteration 0F: 2 clusters Score -70488.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -69303.453125 Penalty: 2138.256592
	Iteration 0F: 3 clusters Score -69303.45 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69522.554688 Penalty: 2138.256592
	Iteration 1F: 3 clusters Score -69522.55 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -69596.789062 Penalty: 2138.256592
	Iteration 2F: 3 clusters Score -69596.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -69646.703125 Penalty: 2138.256592
	Iteration 3Q: 3 clusters Score -69646.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69670.765625 Penalty: 2138.256592
	Iteration 4Q: 3 clusters Score -69670.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69687.648438 Penalty: 2138.256592
	Iteration 5Q: 3 clusters Score -69687.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -69698.750000 Penalty: 2138.256592
	Iteration 6Q: 3 clusters Score -69698.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -69708.140625 Penalty: 2138.256592
	Iteration 7Q: 3 clusters Score -69708.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -69731.210938 Penalty: 2138.256592
	Iteration 8Q: 3 clusters Score -69731.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -69755.023438 Penalty: 2138.256592
	Iteration 9Q: 3 clusters Score -69755.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -69772.218750 Penalty: 2138.256592
	Iteration 10Q: 3 clusters Score -69772.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -69810.609375 Penalty: 2138.256592
	Iteration 11Q: 3 clusters Score -69810.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -69843.187500 Penalty: 2138.256592
	Iteration 12Q: 3 clusters Score -69843.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -69891.914062 Penalty: 2138.256592
	Iteration 13Q: 3 clusters Score -69891.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -69980.976562 Penalty: 2138.256592
	Iteration 14Q: 3 clusters Score -69980.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -70028.007812 Penalty: 2138.256592
	Iteration 15Q: 3 clusters Score -70028.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -70059.921875 Penalty: 2138.256592
	Iteration 16Q: 3 clusters Score -70059.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -70074.468750 Penalty: 2138.256592
	Iteration 17Q: 3 clusters Score -70074.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -70085.500000 Penalty: 2138.256592
	Iteration 18Q: 3 clusters Score -70085.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -70095.664062 Penalty: 2138.256592
	Iteration 19Q: 3 clusters Score -70095.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -70170.359375 Penalty: 2138.256592
	Iteration 20F: 3 clusters Score -70170.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -70364.625000 Penalty: 2138.256592
	Iteration 21Q: 3 clusters Score -70364.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -70439.757812 Penalty: 2138.256592
	Iteration 22Q: 3 clusters Score -70439.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -70519.976562 Penalty: 2138.256592
	Iteration 23Q: 3 clusters Score -70519.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -70541.367188 Penalty: 2138.256592
	Iteration 24Q: 3 clusters Score -70541.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -70551.804688 Penalty: 2138.256592
	Iteration 25Q: 3 clusters Score -70551.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -70559.640625 Penalty: 2138.256592
	Iteration 26F: 3 clusters Score -70559.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -70566.656250 Penalty: 2138.256592
	Iteration 27Q: 3 clusters Score -70566.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -70570.796875 Penalty: 2138.256592
	Iteration 28Q: 3 clusters Score -70570.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -70615.070312 Penalty: 2138.256592
	Iteration 29Q: 3 clusters Score -70615.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -70626.234375 Penalty: 2138.256592
	Iteration 30Q: 3 clusters Score -70626.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -70628.156250 Penalty: 2138.256592
	Iteration 31Q: 3 clusters Score -70628.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -70628.156250 Penalty: 2138.256592
	Iteration 32F: 3 clusters Score -70628.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 13818 members 
Mstep: Class 5 contains 38150 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21141 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127925 members 
Mstep: Class 10 contains 24563 members 
Mstep: Class 11 contains 4142 members 
Mstep: Class 12 contains 6483 members 
Mstep: Class 13 contains 31590 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12986 members 
Mstep: Class 16 contains 31367 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 18392 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174037 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4133 members 
Mstep: Class 25 contains 18725 members 
Mstep: Class 26 contains 17976 members 
Mstep: Class 27 contains 42583 members 
Mstep: Class 28 contains 84 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 1020 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Mstep: Class 33 contains 636 members 
Entering Unmasked Estep 
Score: -65958108.000000 Penalty: 71703.882812
Splitting cluster 28 changes total score from -65959084.000000 to -65958108.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -61195.035156 Penalty: 1055.725952
	Iteration 0F: 2 clusters Score -61195.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -60088.296875 Penalty: 2111.451904
	Iteration 0F: 3 clusters Score -60088.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60438.078125 Penalty: 2111.451904
	Iteration 1F: 3 clusters Score -60438.08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -60581.667969 Penalty: 2111.451904
	Iteration 2F: 3 clusters Score -60581.67 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60697.546875 Penalty: 2111.451904
	Iteration 3F: 3 clusters Score -60697.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -60815.312500 Penalty: 2111.451904
	Iteration 4Q: 3 clusters Score -60815.31 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60973.136719 Penalty: 2111.451904
	Iteration 5F: 3 clusters Score -60973.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -61119.722656 Penalty: 2111.451904
	Iteration 6Q: 3 clusters Score -61119.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61167.917969 Penalty: 2111.451904
	Iteration 7Q: 3 clusters Score -61167.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -61188.402344 Penalty: 2111.451904
	Iteration 8Q: 3 clusters Score -61188.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61202.089844 Penalty: 2111.451904
	Iteration 9Q: 3 clusters Score -61202.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61209.980469 Penalty: 2111.451904
	Iteration 10Q: 3 clusters Score -61209.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61223.023438 Penalty: 2111.451904
	Iteration 11Q: 3 clusters Score -61223.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61243.156250 Penalty: 2111.451904
	Iteration 12Q: 3 clusters Score -61243.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61252.953125 Penalty: 2111.451904
	Iteration 13Q: 3 clusters Score -61252.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61252.953125 Penalty: 2111.451904
	Iteration 14F: 3 clusters Score -61252.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 13818 members 
Mstep: Class 5 contains 38150 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 21141 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 127925 members 
Mstep: Class 10 contains 24563 members 
Mstep: Class 11 contains 4142 members 
Mstep: Class 12 contains 6483 members 
Mstep: Class 13 contains 31590 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 12986 members 
Mstep: Class 16 contains 31367 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 18392 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 151 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 174037 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4133 members 
Mstep: Class 25 contains 18725 members 
Mstep: Class 26 contains 17976 members 
Mstep: Class 27 contains 42583 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 397 members 
Mstep: Class 30 contains 1020 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 217 members 
Mstep: Class 33 contains 266 members 
Entering Unmasked Estep 
Score: -65957960.000000 Penalty: 71703.882812
Splitting cluster 29 changes total score from -65959084.000000 to -65957960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Entering Unmasked Estep 
Score: -85103.343750 Penalty: 1125.728149
	Iteration 0F: 2 clusters Score -85103.34 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 498 members 
Entering Unmasked Estep 
Score: -83706.835938 Penalty: 2251.456299
	Iteration 0F: 3 clusters Score -83706.84 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -84211.171875 Penalty: 2251.456299
	Iteration 1F: 3 clusters Score -84211.17 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -84407.812500 Penalty: 2251.456299
	Iteration 2F: 3 clusters Score -84407.81 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -84510.531250 Penalty: 2251.456299
	Iteration 3F: 3 clusters Score -84510.53 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -84600.625000 Penalty: 2251.456299
	Iteration 4Q: 3 clusters Score -84600.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -84696.796875 Penalty: 2251.456299
	Iteration 5Q: 3 clusters Score -84696.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -84772.757812 Penalty: 2251.456299
	Iteration 6Q: 3 clusters Score -84772.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -84818.000000 Penalty: 2251.456299
	Iteration 7Q: 3 clusters Score -84818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -84841.000000 Penalty: 2251.456299
	Iteration 8Q: 3 clusters Score -84841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -84848.554688 Penalty: 2251.456299
	Iteration 9Q: 3 clusters Score -84848.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -84851.070312 Penalty: 2251.456299
	Iteration 10Q: 3 clusters Score -84851.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -84856.242188 Penalty: 2251.456299
	Iteration 11Q: 3 clusters Score -84856.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -84866.304688 Penalty: 2251.456299
	Iteration 12Q: 3 clusters Score -84866.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -84873.570312 Penalty: 2251.456299
	Iteration 13Q: 3 clusters Score -84873.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84875.171875 Penalty: 2251.456299
	Iteration 14Q: 3 clusters Score -84875.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -84876.375000 Penalty: 2251.456299
	Iteration 15Q: 3 clusters Score -84876.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84876.765625 Penalty: 2251.456299
	Iteration 16Q: 3 clusters Score -84876.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84876.765625 Penalty: 2251.456299
	Iteration 17F: 3 clusters Score -84876.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Entering Unmasked Estep 
Score: -356563.656250 Penalty: 1319.208618
	Iteration 0F: 2 clusters Score -356563.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -353604.031250 Penalty: 2638.417236
	Iteration 0F: 3 clusters Score -353604 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -354356.437500 Penalty: 2638.417236
	Iteration 1F: 3 clusters Score -354356.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -354514.843750 Penalty: 2638.417236
	Iteration 2F: 3 clusters Score -354514.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -354622.906250 Penalty: 2638.417236
	Iteration 3Q: 3 clusters Score -354622.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -354735.093750 Penalty: 2638.417236
	Iteration 4Q: 3 clusters Score -354735.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -354850.406250 Penalty: 2638.417236
	Iteration 5Q: 3 clusters Score -354850.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -354933.187500 Penalty: 2638.417236
	Iteration 6Q: 3 clusters Score -354933.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -354998.750000 Penalty: 2638.417236
	Iteration 7Q: 3 clusters Score -354998.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -355051.906250 Penalty: 2638.417236
	Iteration 8Q: 3 clusters Score -355051.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -355110.281250 Penalty: 2638.417236
	Iteration 9Q: 3 clusters Score -355110.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -355169.281250 Penalty: 2638.417236
	Iteration 10Q: 3 clusters Score -355169.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -355225.687500 Penalty: 2638.417236
	Iteration 11Q: 3 clusters Score -355225.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -355281.906250 Penalty: 2638.417236
	Iteration 12Q: 3 clusters Score -355281.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -355325.187500 Penalty: 2638.417236
	Iteration 13Q: 3 clusters Score -355325.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -355369.625000 Penalty: 2638.417236
	Iteration 14Q: 3 clusters Score -355369.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -355417.218750 Penalty: 2638.417236
	Iteration 15Q: 3 clusters Score -355417.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -355456.531250 Penalty: 2638.417236
	Iteration 16Q: 3 clusters Score -355456.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -355489.531250 Penalty: 2638.417236
	Iteration 17Q: 3 clusters Score -355489.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -355528.406250 Penalty: 2638.417236
	Iteration 18Q: 3 clusters Score -355528.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -355556.593750 Penalty: 2638.417236
	Iteration 19Q: 3 clusters Score -355556.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -355579.281250 Penalty: 2638.417236
	Iteration 20F: 3 clusters Score -355579.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -355595.062500 Penalty: 2638.417236
	Iteration 21Q: 3 clusters Score -355595.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -355601.906250 Penalty: 2638.417236
	Iteration 22Q: 3 clusters Score -355601.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -355610.093750 Penalty: 2638.417236
	Iteration 23Q: 3 clusters Score -355610.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -355616.156250 Penalty: 2638.417236
	Iteration 24Q: 3 clusters Score -355616.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -355622.125000 Penalty: 2638.417236
	Iteration 25Q: 3 clusters Score -355622.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -355629.343750 Penalty: 2638.417236
	Iteration 26Q: 3 clusters Score -355629.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -355633.687500 Penalty: 2638.417236
	Iteration 27Q: 3 clusters Score -355633.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -355638.875000 Penalty: 2638.417236
	Iteration 28Q: 3 clusters Score -355638.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -355643.968750 Penalty: 2638.417236
	Iteration 29Q: 3 clusters Score -355644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -355647.406250 Penalty: 2638.417236
	Iteration 30Q: 3 clusters Score -355647.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -355648.468750 Penalty: 2638.417236
	Iteration 31Q: 3 clusters Score -355648.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -355648.468750 Penalty: 2638.417236
	Iteration 32F: 3 clusters Score -355648.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -20765.361328 Penalty: 874.233276
	Iteration 0F: 2 clusters Score -20765.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -20058.285156 Penalty: 1748.466553
	Iteration 0F: 3 clusters Score -20058.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20156.333984 Penalty: 1748.466553
	Iteration 1F: 3 clusters Score -20156.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20190.142578 Penalty: 1748.466553
	Iteration 2F: 3 clusters Score -20190.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20194.871094 Penalty: 1748.466553
	Iteration 3Q: 3 clusters Score -20194.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20197.052734 Penalty: 1748.466553
	Iteration 4Q: 3 clusters Score -20197.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20200.154297 Penalty: 1748.466553
	Iteration 5Q: 3 clusters Score -20200.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20200.154297 Penalty: 1748.466553
	Iteration 6F: 3 clusters Score -20200.15 nChanged 0
--- Evaluating fit on full set of 1924095 points ---
Entering Unmasked Estep 
Score: -198222576.000000 Penalty: 75243.820312
20->33 Clusters: Score -198222576.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 641365 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 31908 members 
Mstep: Class 3 contains 32307 members 
Mstep: Class 4 contains 32218 members 
Mstep: Class 5 contains 31749 members 
Mstep: Class 6 contains 32084 members 
Mstep: Class 7 contains 32328 members 
Mstep: Class 8 contains 31959 members 
Mstep: Class 9 contains 31844 members 
Mstep: Class 10 contains 31862 members 
Mstep: Class 11 contains 32170 members 
Mstep: Class 12 contains 31924 members 
Mstep: Class 13 contains 32065 members 
Mstep: Class 14 contains 32124 members 
Mstep: Class 15 contains 32387 members 
Mstep: Class 16 contains 32229 members 
Mstep: Class 17 contains 32224 members 
Mstep: Class 18 contains 31944 members 
Mstep: Class 19 contains 32042 members 
Mstep: Class 20 contains 32031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1156.792358 but Gain 2172.847656
Score: -62483548.000000 Penalty: 41284.054688
Iteration 0F: 20 clusters Score -6.248355e+07 nChanged 607878
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 34747 members 
Mstep: Class 3 contains 31305 members 
Mstep: Class 4 contains 48289 members 
Mstep: Class 5 contains 25363 members 
Mstep: Class 6 contains 22803 members 
Mstep: Class 7 contains 39750 members 
Mstep: Class 8 contains 32425 members 
Mstep: Class 10 contains 20043 members 
Mstep: Class 11 contains 47012 members 
Mstep: Class 12 contains 39109 members 
Mstep: Class 13 contains 38119 members 
Mstep: Class 14 contains 29349 members 
Mstep: Class 15 contains 31387 members 
Mstep: Class 16 contains 48252 members 
Mstep: Class 17 contains 28713 members 
Mstep: Class 18 contains 35414 members 
Mstep: Class 19 contains 19709 members 
Mstep: Class 20 contains 34248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64231640.000000 Penalty: 41284.054688
Iteration 1F: 20 clusters Score -6.423164e+07 nChanged 279098
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 34618 members 
Mstep: Class 3 contains 53415 members 
Mstep: Class 4 contains 42371 members 
Mstep: Class 5 contains 14988 members 
Mstep: Class 6 contains 18402 members 
Mstep: Class 7 contains 28246 members 
Mstep: Class 8 contains 19650 members 
Mstep: Class 10 contains 13667 members 
Mstep: Class 11 contains 75174 members 
Mstep: Class 12 contains 31648 members 
Mstep: Class 13 contains 45548 members 
Mstep: Class 14 contains 24107 members 
Mstep: Class 15 contains 25944 members 
Mstep: Class 16 contains 77467 members 
Mstep: Class 17 contains 19887 members 
Mstep: Class 18 contains 40450 members 
Mstep: Class 19 contains 13138 members 
Mstep: Class 20 contains 22678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64919436.000000 Penalty: 41284.054688
Iteration 2F: 20 clusters Score -6.491944e+07 nChanged 198469
Entering Unmasked Mstep 
Mstep: Class 0 contains 207 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 36644 members 
Mstep: Class 3 contains 70882 members 
Mstep: Class 4 contains 27304 members 
Mstep: Class 5 contains 11882 members 
Mstep: Class 6 contains 25288 members 
Mstep: Class 7 contains 16887 members 
Mstep: Class 8 contains 10943 members 
Mstep: Class 10 contains 11310 members 
Mstep: Class 11 contains 103747 members 
Mstep: Class 12 contains 34694 members 
Mstep: Class 13 contains 51462 members 
Mstep: Class 14 contains 18501 members 
Mstep: Class 15 contains 21985 members 
Mstep: Class 16 contains 95962 members 
Mstep: Class 17 contains 12005 members 
Mstep: Class 18 contains 35394 members 
Mstep: Class 19 contains 11067 members 
Mstep: Class 20 contains 11274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65216044.000000 Penalty: 41284.054688
Iteration 3F: 20 clusters Score -6.521604e+07 nChanged 144260
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 37686 members 
Mstep: Class 3 contains 95749 members 
Mstep: Class 4 contains 17386 members 
Mstep: Class 5 contains 11138 members 
Mstep: Class 6 contains 35316 members 
Mstep: Class 7 contains 10695 members 
Mstep: Class 8 contains 5828 members 
Mstep: Class 10 contains 8906 members 
Mstep: Class 11 contains 121156 members 
Mstep: Class 12 contains 39502 members 
Mstep: Class 13 contains 53608 members 
Mstep: Class 14 contains 14120 members 
Mstep: Class 15 contains 19503 members 
Mstep: Class 16 contains 98115 members 
Mstep: Class 17 contains 6993 members 
Mstep: Class 18 contains 26027 members 
Mstep: Class 19 contains 9227 members 
Mstep: Class 20 contains 5335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65394984.000000 Penalty: 41284.054688
Iteration 4F: 20 clusters Score -6.539498e+07 nChanged 109078
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 36628 members 
Mstep: Class 3 contains 127921 members 
Mstep: Class 4 contains 12013 members 
Mstep: Class 5 contains 10720 members 
Mstep: Class 6 contains 41313 members 
Mstep: Class 7 contains 7924 members 
Mstep: Class 8 contains 3413 members 
Mstep: Class 10 contains 7271 members 
Mstep: Class 11 contains 129708 members 
Mstep: Class 12 contains 41224 members 
Mstep: Class 13 contains 53085 members 
Mstep: Class 14 contains 11523 members 
Mstep: Class 15 contains 18170 members 
Mstep: Class 16 contains 88189 members 
Mstep: Class 17 contains 4484 members 
Mstep: Class 18 contains 17413 members 
Mstep: Class 19 contains 8379 members 
Mstep: Class 20 contains 3157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65512364.000000 Penalty: 41284.054688
Iteration 5F: 20 clusters Score -6.551236e+07 nChanged 80902
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 34517 members 
Mstep: Class 3 contains 156066 members 
Mstep: Class 4 contains 9646 members 
Mstep: Class 5 contains 10442 members 
Mstep: Class 6 contains 44929 members 
Mstep: Class 7 contains 6334 members 
Mstep: Class 8 contains 2436 members 
Mstep: Class 10 contains 6460 members 
Mstep: Class 11 contains 134379 members 
Mstep: Class 12 contains 41276 members 
Mstep: Class 13 contains 51310 members 
Mstep: Class 14 contains 10228 members 
Mstep: Class 15 contains 17129 members 
Mstep: Class 16 contains 75115 members 
Mstep: Class 17 contains 3176 members 
Mstep: Class 18 contains 12032 members 
Mstep: Class 19 contains 8013 members 
Mstep: Class 20 contains 2253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65599096.000000 Penalty: 41284.054688
Iteration 6F: 20 clusters Score -6.55991e+07 nChanged 60750
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 32126 members 
Mstep: Class 3 contains 174861 members 
Mstep: Class 4 contains 9604 members 
Mstep: Class 5 contains 10319 members 
Mstep: Class 6 contains 47338 members 
Mstep: Class 7 contains 5120 members 
Mstep: Class 8 contains 2031 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 138277 members 
Mstep: Class 12 contains 40441 members 
Mstep: Class 13 contains 49031 members 
Mstep: Class 14 contains 9903 members 
Mstep: Class 15 contains 16136 members 
Mstep: Class 16 contains 64622 members 
Mstep: Class 17 contains 2471 members 
Mstep: Class 18 contains 9161 members 
Mstep: Class 19 contains 7855 members 
Mstep: Class 20 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65659888.000000 Penalty: 41284.054688
Iteration 7F: 20 clusters Score -6.565989e+07 nChanged 48025
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 29849 members 
Mstep: Class 3 contains 186286 members 
Mstep: Class 4 contains 11183 members 
Mstep: Class 5 contains 10241 members 
Mstep: Class 6 contains 49208 members 
Mstep: Class 7 contains 4118 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 10 contains 5980 members 
Mstep: Class 11 contains 140369 members 
Mstep: Class 12 contains 39016 members 
Mstep: Class 13 contains 46438 members 
Mstep: Class 14 contains 10063 members 
Mstep: Class 15 contains 15358 members 
Mstep: Class 16 contains 58437 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 7330 members 
Mstep: Class 19 contains 7801 members 
Mstep: Class 20 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65701368.000000 Penalty: 41284.054688
Iteration 8F: 20 clusters Score -6.570137e+07 nChanged 37718
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 27935 members 
Mstep: Class 3 contains 192817 members 
Mstep: Class 4 contains 13100 members 
Mstep: Class 5 contains 10293 members 
Mstep: Class 6 contains 50776 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 1788 members 
Mstep: Class 10 contains 5908 members 
Mstep: Class 11 contains 140448 members 
Mstep: Class 12 contains 37320 members 
Mstep: Class 13 contains 43955 members 
Mstep: Class 14 contains 10326 members 
Mstep: Class 15 contains 14775 members 
Mstep: Class 16 contains 55753 members 
Mstep: Class 17 contains 1952 members 
Mstep: Class 18 contains 6243 members 
Mstep: Class 19 contains 7844 members 
Mstep: Class 20 contains 1490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65735212.000000 Penalty: 41284.054688
Iteration 9F: 20 clusters Score -6.573521e+07 nChanged 30710
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 26299 members 
Mstep: Class 3 contains 196380 members 
Mstep: Class 4 contains 14888 members 
Mstep: Class 5 contains 10830 members 
Mstep: Class 6 contains 52023 members 
Mstep: Class 7 contains 2826 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 10 contains 5922 members 
Mstep: Class 11 contains 139310 members 
Mstep: Class 12 contains 35170 members 
Mstep: Class 13 contains 41424 members 
Mstep: Class 14 contains 10573 members 
Mstep: Class 15 contains 14535 members 
Mstep: Class 16 contains 55536 members 
Mstep: Class 17 contains 2007 members 
Mstep: Class 18 contains 5798 members 
Mstep: Class 19 contains 7895 members 
Mstep: Class 20 contains 1604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65765664.000000 Penalty: 41284.054688
Iteration 10Q: 20 clusters Score -6.576566e+07 nChanged 26907
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 24852 members 
Mstep: Class 3 contains 198420 members 
Mstep: Class 4 contains 16465 members 
Mstep: Class 5 contains 12919 members 
Mstep: Class 6 contains 52628 members 
Mstep: Class 7 contains 2201 members 
Mstep: Class 8 contains 2086 members 
Mstep: Class 10 contains 5841 members 
Mstep: Class 11 contains 137187 members 
Mstep: Class 12 contains 32578 members 
Mstep: Class 13 contains 38776 members 
Mstep: Class 14 contains 10438 members 
Mstep: Class 15 contains 14433 members 
Mstep: Class 16 contains 56747 members 
Mstep: Class 17 contains 2238 members 
Mstep: Class 18 contains 5920 members 
Mstep: Class 19 contains 7944 members 
Mstep: Class 20 contains 1863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788116.000000 Penalty: 41284.054688
Iteration 11Q: 20 clusters Score -6.578812e+07 nChanged 22849
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 23675 members 
Mstep: Class 3 contains 199446 members 
Mstep: Class 4 contains 17887 members 
Mstep: Class 5 contains 15418 members 
Mstep: Class 6 contains 52749 members 
Mstep: Class 7 contains 1770 members 
Mstep: Class 8 contains 2222 members 
Mstep: Class 10 contains 5729 members 
Mstep: Class 11 contains 134628 members 
Mstep: Class 12 contains 29828 members 
Mstep: Class 13 contains 36713 members 
Mstep: Class 14 contains 9969 members 
Mstep: Class 15 contains 14333 members 
Mstep: Class 16 contains 58317 members 
Mstep: Class 17 contains 2555 members 
Mstep: Class 18 contains 6376 members 
Mstep: Class 19 contains 7980 members 
Mstep: Class 20 contains 2196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65805360.000000 Penalty: 41284.054688
Iteration 12Q: 20 clusters Score -6.580536e+07 nChanged 18723
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 22808 members 
Mstep: Class 3 contains 199894 members 
Mstep: Class 4 contains 19091 members 
Mstep: Class 5 contains 17398 members 
Mstep: Class 6 contains 52576 members 
Mstep: Class 7 contains 1460 members 
Mstep: Class 8 contains 2279 members 
Mstep: Class 10 contains 5639 members 
Mstep: Class 11 contains 132029 members 
Mstep: Class 12 contains 27761 members 
Mstep: Class 13 contains 35298 members 
Mstep: Class 14 contains 9386 members 
Mstep: Class 15 contains 14106 members 
Mstep: Class 16 contains 59855 members 
Mstep: Class 17 contains 2934 members 
Mstep: Class 18 contains 7153 members 
Mstep: Class 19 contains 7987 members 
Mstep: Class 20 contains 2559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65821920.000000 Penalty: 41284.054688
Iteration 13Q: 20 clusters Score -6.582192e+07 nChanged 15218
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 22277 members 
Mstep: Class 3 contains 200150 members 
Mstep: Class 4 contains 20058 members 
Mstep: Class 5 contains 18787 members 
Mstep: Class 6 contains 52339 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 10 contains 5592 members 
Mstep: Class 11 contains 129519 members 
Mstep: Class 12 contains 27232 members 
Mstep: Class 13 contains 34256 members 
Mstep: Class 14 contains 8851 members 
Mstep: Class 15 contains 13544 members 
Mstep: Class 16 contains 61310 members 
Mstep: Class 17 contains 3256 members 
Mstep: Class 18 contains 8041 members 
Mstep: Class 19 contains 7925 members 
Mstep: Class 20 contains 2880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65834176.000000 Penalty: 41284.054688
Iteration 14Q: 20 clusters Score -6.583418e+07 nChanged 12341
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 22139 members 
Mstep: Class 3 contains 200229 members 
Mstep: Class 4 contains 20884 members 
Mstep: Class 5 contains 19805 members 
Mstep: Class 6 contains 52042 members 
Mstep: Class 7 contains 1067 members 
Mstep: Class 8 contains 2320 members 
Mstep: Class 10 contains 5557 members 
Mstep: Class 11 contains 127008 members 
Mstep: Class 12 contains 27470 members 
Mstep: Class 13 contains 33555 members 
Mstep: Class 14 contains 8481 members 
Mstep: Class 15 contains 12872 members 
Mstep: Class 16 contains 62658 members 
Mstep: Class 17 contains 3571 members 
Mstep: Class 18 contains 8849 members 
Mstep: Class 19 contains 7861 members 
Mstep: Class 20 contains 3016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65838788.000000 Penalty: 41284.054688
Iteration 15Q: 20 clusters Score -6.583879e+07 nChanged 9921
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 22238 members 
Mstep: Class 3 contains 200136 members 
Mstep: Class 4 contains 21742 members 
Mstep: Class 5 contains 20505 members 
Mstep: Class 6 contains 51708 members 
Mstep: Class 7 contains 955 members 
Mstep: Class 8 contains 2310 members 
Mstep: Class 10 contains 5541 members 
Mstep: Class 11 contains 124705 members 
Mstep: Class 12 contains 27639 members 
Mstep: Class 13 contains 32994 members 
Mstep: Class 14 contains 8295 members 
Mstep: Class 15 contains 12305 members 
Mstep: Class 16 contains 63893 members 
Mstep: Class 17 contains 3851 members 
Mstep: Class 18 contains 9545 members 
Mstep: Class 19 contains 7860 members 
Mstep: Class 20 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65841968.000000 Penalty: 41284.054688
Iteration 16Q: 20 clusters Score -6.584197e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 22463 members 
Mstep: Class 3 contains 199862 members 
Mstep: Class 4 contains 22593 members 
Mstep: Class 5 contains 20950 members 
Mstep: Class 6 contains 51396 members 
Mstep: Class 7 contains 877 members 
Mstep: Class 8 contains 2325 members 
Mstep: Class 10 contains 5509 members 
Mstep: Class 11 contains 122644 members 
Mstep: Class 12 contains 27819 members 
Mstep: Class 13 contains 32526 members 
Mstep: Class 14 contains 8239 members 
Mstep: Class 15 contains 11788 members 
Mstep: Class 16 contains 65085 members 
Mstep: Class 17 contains 4113 members 
Mstep: Class 18 contains 10139 members 
Mstep: Class 19 contains 7859 members 
Mstep: Class 20 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65844572.000000 Penalty: 41284.054688
Iteration 17Q: 20 clusters Score -6.584457e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 22681 members 
Mstep: Class 3 contains 199543 members 
Mstep: Class 4 contains 23317 members 
Mstep: Class 5 contains 21292 members 
Mstep: Class 6 contains 51096 members 
Mstep: Class 7 contains 840 members 
Mstep: Class 8 contains 2341 members 
Mstep: Class 10 contains 5491 members 
Mstep: Class 11 contains 120878 members 
Mstep: Class 12 contains 27987 members 
Mstep: Class 13 contains 32165 members 
Mstep: Class 14 contains 8298 members 
Mstep: Class 15 contains 11319 members 
Mstep: Class 16 contains 66220 members 
Mstep: Class 17 contains 4357 members 
Mstep: Class 18 contains 10580 members 
Mstep: Class 19 contains 7857 members 
Mstep: Class 20 contains 3322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65845984.000000 Penalty: 41284.054688
Iteration 18Q: 20 clusters Score -6.584598e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 22888 members 
Mstep: Class 3 contains 199145 members 
Mstep: Class 4 contains 24018 members 
Mstep: Class 5 contains 21516 members 
Mstep: Class 6 contains 50779 members 
Mstep: Class 7 contains 813 members 
Mstep: Class 8 contains 2368 members 
Mstep: Class 10 contains 5465 members 
Mstep: Class 11 contains 119246 members 
Mstep: Class 12 contains 28173 members 
Mstep: Class 13 contains 31907 members 
Mstep: Class 14 contains 8387 members 
Mstep: Class 15 contains 10935 members 
Mstep: Class 16 contains 67311 members 
Mstep: Class 17 contains 4598 members 
Mstep: Class 18 contains 10980 members 
Mstep: Class 19 contains 7857 members 
Mstep: Class 20 contains 3367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65847088.000000 Penalty: 41284.054688
Iteration 19Q: 20 clusters Score -6.584709e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 23081 members 
Mstep: Class 3 contains 198740 members 
Mstep: Class 4 contains 24675 members 
Mstep: Class 5 contains 21644 members 
Mstep: Class 6 contains 50454 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 2409 members 
Mstep: Class 10 contains 5439 members 
Mstep: Class 11 contains 117789 members 
Mstep: Class 12 contains 28347 members 
Mstep: Class 13 contains 31703 members 
Mstep: Class 14 contains 8505 members 
Mstep: Class 15 contains 10592 members 
Mstep: Class 16 contains 68365 members 
Mstep: Class 17 contains 4828 members 
Mstep: Class 18 contains 11354 members 
Mstep: Class 19 contains 7858 members 
Mstep: Class 20 contains 3406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65851164.000000 Penalty: 41284.054688
Iteration 20F: 20 clusters Score -6.585116e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 23191 members 
Mstep: Class 3 contains 198306 members 
Mstep: Class 4 contains 25293 members 
Mstep: Class 5 contains 21739 members 
Mstep: Class 6 contains 50022 members 
Mstep: Class 7 contains 783 members 
Mstep: Class 8 contains 2762 members 
Mstep: Class 10 contains 5399 members 
Mstep: Class 11 contains 116413 members 
Mstep: Class 12 contains 28324 members 
Mstep: Class 13 contains 31335 members 
Mstep: Class 14 contains 8686 members 
Mstep: Class 15 contains 10167 members 
Mstep: Class 16 contains 69375 members 
Mstep: Class 17 contains 5078 members 
Mstep: Class 18 contains 11946 members 
Mstep: Class 19 contains 7732 members 
Mstep: Class 20 contains 3684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65854188.000000 Penalty: 41284.054688
Iteration 21Q: 20 clusters Score -6.585419e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 23317 members 
Mstep: Class 3 contains 197869 members 
Mstep: Class 4 contains 25842 members 
Mstep: Class 5 contains 21796 members 
Mstep: Class 6 contains 49622 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 2956 members 
Mstep: Class 10 contains 5371 members 
Mstep: Class 11 contains 115058 members 
Mstep: Class 12 contains 28307 members 
Mstep: Class 13 contains 31144 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 9787 members 
Mstep: Class 16 contains 70462 members 
Mstep: Class 17 contains 5308 members 
Mstep: Class 18 contains 12501 members 
Mstep: Class 19 contains 7677 members 
Mstep: Class 20 contains 3927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65855928.000000 Penalty: 41284.054688
Iteration 22Q: 20 clusters Score -6.585593e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 23426 members 
Mstep: Class 3 contains 197364 members 
Mstep: Class 4 contains 26364 members 
Mstep: Class 5 contains 21876 members 
Mstep: Class 6 contains 49166 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 3065 members 
Mstep: Class 10 contains 5344 members 
Mstep: Class 11 contains 113812 members 
Mstep: Class 12 contains 28324 members 
Mstep: Class 13 contains 30968 members 
Mstep: Class 14 contains 9091 members 
Mstep: Class 15 contains 9460 members 
Mstep: Class 16 contains 71541 members 
Mstep: Class 17 contains 5523 members 
Mstep: Class 18 contains 13028 members 
Mstep: Class 19 contains 7634 members 
Mstep: Class 20 contains 4172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65857272.000000 Penalty: 41284.054688
Iteration 23Q: 20 clusters Score -6.585727e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 23514 members 
Mstep: Class 3 contains 196875 members 
Mstep: Class 4 contains 26839 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 48729 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 3158 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 112580 members 
Mstep: Class 12 contains 28325 members 
Mstep: Class 13 contains 30835 members 
Mstep: Class 14 contains 9298 members 
Mstep: Class 15 contains 9153 members 
Mstep: Class 16 contains 72614 members 
Mstep: Class 17 contains 5742 members 
Mstep: Class 18 contains 13551 members 
Mstep: Class 19 contains 7619 members 
Mstep: Class 20 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65858604.000000 Penalty: 41284.054688
Iteration 24Q: 20 clusters Score -6.58586e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 23618 members 
Mstep: Class 3 contains 196384 members 
Mstep: Class 4 contains 27290 members 
Mstep: Class 5 contains 21996 members 
Mstep: Class 6 contains 48283 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 3232 members 
Mstep: Class 10 contains 5342 members 
Mstep: Class 11 contains 111321 members 
Mstep: Class 12 contains 28320 members 
Mstep: Class 13 contains 30681 members 
Mstep: Class 14 contains 9532 members 
Mstep: Class 15 contains 8873 members 
Mstep: Class 16 contains 73776 members 
Mstep: Class 17 contains 5942 members 
Mstep: Class 18 contains 14035 members 
Mstep: Class 19 contains 7614 members 
Mstep: Class 20 contains 4617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65859644.000000 Penalty: 41284.054688
Iteration 25Q: 20 clusters Score -6.585964e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 23719 members 
Mstep: Class 3 contains 195884 members 
Mstep: Class 4 contains 27710 members 
Mstep: Class 5 contains 22031 members 
Mstep: Class 6 contains 47853 members 
Mstep: Class 7 contains 390 members 
Mstep: Class 8 contains 3279 members 
Mstep: Class 10 contains 5348 members 
Mstep: Class 11 contains 110016 members 
Mstep: Class 12 contains 28292 members 
Mstep: Class 13 contains 30541 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 8642 members 
Mstep: Class 16 contains 75003 members 
Mstep: Class 17 contains 6112 members 
Mstep: Class 18 contains 14522 members 
Mstep: Class 19 contains 7626 members 
Mstep: Class 20 contains 4813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65860480.000000 Penalty: 41284.054688
Iteration 26Q: 20 clusters Score -6.586048e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 23785 members 
Mstep: Class 3 contains 195387 members 
Mstep: Class 4 contains 28086 members 
Mstep: Class 5 contains 22054 members 
Mstep: Class 6 contains 47423 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 3314 members 
Mstep: Class 10 contains 5337 members 
Mstep: Class 11 contains 108651 members 
Mstep: Class 12 contains 28225 members 
Mstep: Class 13 contains 30471 members 
Mstep: Class 14 contains 10056 members 
Mstep: Class 15 contains 8450 members 
Mstep: Class 16 contains 76270 members 
Mstep: Class 17 contains 6297 members 
Mstep: Class 18 contains 15002 members 
Mstep: Class 19 contains 7636 members 
Mstep: Class 20 contains 5032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65861304.000000 Penalty: 41284.054688
Iteration 27Q: 20 clusters Score -6.58613e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 23865 members 
Mstep: Class 3 contains 194928 members 
Mstep: Class 4 contains 28437 members 
Mstep: Class 5 contains 22091 members 
Mstep: Class 6 contains 46992 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 3340 members 
Mstep: Class 10 contains 5336 members 
Mstep: Class 11 contains 107179 members 
Mstep: Class 12 contains 28156 members 
Mstep: Class 13 contains 30426 members 
Mstep: Class 14 contains 10331 members 
Mstep: Class 15 contains 8259 members 
Mstep: Class 16 contains 77639 members 
Mstep: Class 17 contains 6504 members 
Mstep: Class 18 contains 15462 members 
Mstep: Class 19 contains 7637 members 
Mstep: Class 20 contains 5224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65861636.000000 Penalty: 41284.054688
Iteration 28Q: 20 clusters Score -6.586164e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 23948 members 
Mstep: Class 3 contains 194443 members 
Mstep: Class 4 contains 28748 members 
Mstep: Class 5 contains 22112 members 
Mstep: Class 6 contains 46529 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 3371 members 
Mstep: Class 10 contains 5332 members 
Mstep: Class 11 contains 105781 members 
Mstep: Class 12 contains 28088 members 
Mstep: Class 13 contains 30395 members 
Mstep: Class 14 contains 10648 members 
Mstep: Class 15 contains 8094 members 
Mstep: Class 16 contains 78958 members 
Mstep: Class 17 contains 6720 members 
Mstep: Class 18 contains 15955 members 
Mstep: Class 19 contains 7633 members 
Mstep: Class 20 contains 5417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65862572.000000 Penalty: 41284.054688
Iteration 29Q: 20 clusters Score -6.586257e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 24023 members 
Mstep: Class 3 contains 193985 members 
Mstep: Class 4 contains 29034 members 
Mstep: Class 5 contains 22122 members 
Mstep: Class 6 contains 46049 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 3389 members 
Mstep: Class 10 contains 5337 members 
Mstep: Class 11 contains 104434 members 
Mstep: Class 12 contains 28011 members 
Mstep: Class 13 contains 30350 members 
Mstep: Class 14 contains 10953 members 
Mstep: Class 15 contains 7953 members 
Mstep: Class 16 contains 80300 members 
Mstep: Class 17 contains 6894 members 
Mstep: Class 18 contains 16465 members 
Mstep: Class 19 contains 7633 members 
Mstep: Class 20 contains 5639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65863408.000000 Penalty: 41284.054688
Iteration 30Q: 20 clusters Score -6.586341e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 24103 members 
Mstep: Class 3 contains 193453 members 
Mstep: Class 4 contains 29371 members 
Mstep: Class 5 contains 22150 members 
Mstep: Class 6 contains 45579 members 
Mstep: Class 7 contains 339 members 
Mstep: Class 8 contains 3396 members 
Mstep: Class 10 contains 5327 members 
Mstep: Class 11 contains 103172 members 
Mstep: Class 12 contains 27879 members 
Mstep: Class 13 contains 30309 members 
Mstep: Class 14 contains 11284 members 
Mstep: Class 15 contains 7833 members 
Mstep: Class 16 contains 81591 members 
Mstep: Class 17 contains 7058 members 
Mstep: Class 18 contains 16998 members 
Mstep: Class 19 contains 7632 members 
Mstep: Class 20 contains 5840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65864376.000000 Penalty: 41284.054688
Iteration 31Q: 20 clusters Score -6.586438e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 24187 members 
Mstep: Class 3 contains 192957 members 
Mstep: Class 4 contains 29702 members 
Mstep: Class 5 contains 22197 members 
Mstep: Class 6 contains 45155 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 3409 members 
Mstep: Class 10 contains 5314 members 
Mstep: Class 11 contains 101874 members 
Mstep: Class 12 contains 27685 members 
Mstep: Class 13 contains 30255 members 
Mstep: Class 14 contains 11651 members 
Mstep: Class 15 contains 7735 members 
Mstep: Class 16 contains 82948 members 
Mstep: Class 17 contains 7219 members 
Mstep: Class 18 contains 17485 members 
Mstep: Class 19 contains 7620 members 
Mstep: Class 20 contains 6027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65865220.000000 Penalty: 41284.054688
Iteration 32Q: 20 clusters Score -6.586522e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 24280 members 
Mstep: Class 3 contains 192413 members 
Mstep: Class 4 contains 30039 members 
Mstep: Class 5 contains 22217 members 
Mstep: Class 6 contains 44727 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 10 contains 5314 members 
Mstep: Class 11 contains 100574 members 
Mstep: Class 12 contains 27488 members 
Mstep: Class 13 contains 30265 members 
Mstep: Class 14 contains 12001 members 
Mstep: Class 15 contains 7645 members 
Mstep: Class 16 contains 84309 members 
Mstep: Class 17 contains 7377 members 
Mstep: Class 18 contains 17959 members 
Mstep: Class 19 contains 7612 members 
Mstep: Class 20 contains 6220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65866000.000000 Penalty: 41284.054688
Iteration 33Q: 20 clusters Score -6.5866e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 24379 members 
Mstep: Class 3 contains 191857 members 
Mstep: Class 4 contains 30376 members 
Mstep: Class 5 contains 22247 members 
Mstep: Class 6 contains 44329 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 3395 members 
Mstep: Class 10 contains 5322 members 
Mstep: Class 11 contains 99241 members 
Mstep: Class 12 contains 27307 members 
Mstep: Class 13 contains 30257 members 
Mstep: Class 14 contains 12372 members 
Mstep: Class 15 contains 7552 members 
Mstep: Class 16 contains 85692 members 
Mstep: Class 17 contains 7547 members 
Mstep: Class 18 contains 18370 members 
Mstep: Class 19 contains 7608 members 
Mstep: Class 20 contains 6405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65866732.000000 Penalty: 41284.054688
Iteration 34Q: 20 clusters Score -6.586673e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 24505 members 
Mstep: Class 3 contains 191320 members 
Mstep: Class 4 contains 30729 members 
Mstep: Class 5 contains 22280 members 
Mstep: Class 6 contains 43936 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 10 contains 5336 members 
Mstep: Class 11 contains 97857 members 
Mstep: Class 12 contains 27144 members 
Mstep: Class 13 contains 30270 members 
Mstep: Class 14 contains 12699 members 
Mstep: Class 15 contains 7474 members 
Mstep: Class 16 contains 87062 members 
Mstep: Class 17 contains 7743 members 
Mstep: Class 18 contains 18774 members 
Mstep: Class 19 contains 7598 members 
Mstep: Class 20 contains 6555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65867520.000000 Penalty: 41284.054688
Iteration 35Q: 20 clusters Score -6.586752e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 24603 members 
Mstep: Class 3 contains 190759 members 
Mstep: Class 4 contains 31093 members 
Mstep: Class 5 contains 22300 members 
Mstep: Class 6 contains 43577 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 3386 members 
Mstep: Class 10 contains 5340 members 
Mstep: Class 11 contains 96501 members 
Mstep: Class 12 contains 27013 members 
Mstep: Class 13 contains 30322 members 
Mstep: Class 14 contains 12995 members 
Mstep: Class 15 contains 7420 members 
Mstep: Class 16 contains 88407 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 18 contains 19161 members 
Mstep: Class 19 contains 7582 members 
Mstep: Class 20 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65868456.000000 Penalty: 41284.054688
Iteration 36Q: 20 clusters Score -6.586846e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 24734 members 
Mstep: Class 3 contains 190206 members 
Mstep: Class 4 contains 31439 members 
Mstep: Class 5 contains 22329 members 
Mstep: Class 6 contains 43259 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 3386 members 
Mstep: Class 10 contains 5346 members 
Mstep: Class 11 contains 95073 members 
Mstep: Class 12 contains 26875 members 
Mstep: Class 13 contains 30424 members 
Mstep: Class 14 contains 13283 members 
Mstep: Class 15 contains 7374 members 
Mstep: Class 16 contains 89797 members 
Mstep: Class 17 contains 8145 members 
Mstep: Class 18 contains 19492 members 
Mstep: Class 19 contains 7573 members 
Mstep: Class 20 contains 6796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65868988.000000 Penalty: 41284.054688
Iteration 37Q: 20 clusters Score -6.586899e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 24854 members 
Mstep: Class 3 contains 189727 members 
Mstep: Class 4 contains 31706 members 
Mstep: Class 5 contains 22352 members 
Mstep: Class 6 contains 42974 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 10 contains 5343 members 
Mstep: Class 11 contains 93621 members 
Mstep: Class 12 contains 26734 members 
Mstep: Class 13 contains 30554 members 
Mstep: Class 14 contains 13575 members 
Mstep: Class 15 contains 7345 members 
Mstep: Class 16 contains 91154 members 
Mstep: Class 17 contains 8366 members 
Mstep: Class 18 contains 19791 members 
Mstep: Class 19 contains 7566 members 
Mstep: Class 20 contains 6928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65869332.000000 Penalty: 41284.054688
Iteration 38Q: 20 clusters Score -6.586933e+07 nChanged 4196
Entering ConstructFrom: 
Score: -65869332.000000 Penalty: 41284.054688
Entering ConstructFrom: 
Trying to split cluster 1 (14539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Entering Unmasked Estep 
Score: -1514135.750000 Penalty: 1557.495850
	Iteration 0F: 2 clusters Score -1514136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1504121.000000 Penalty: 3114.991699
	Iteration 0F: 3 clusters Score -1504121 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1507746.000000 Penalty: 3114.991699
	Iteration 1F: 3 clusters Score -1507746 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1508550.000000 Penalty: 3114.991699
	Iteration 2F: 3 clusters Score -1508550 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1509885.500000 Penalty: 3114.991699
	Iteration 3F: 3 clusters Score -1509886 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1512300.875000 Penalty: 3114.991699
	Iteration 4F: 3 clusters Score -1512301 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1515289.000000 Penalty: 3114.991699
	Iteration 5F: 3 clusters Score -1515289 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1517472.375000 Penalty: 3114.991699
	Iteration 6F: 3 clusters Score -1517472 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1518525.125000 Penalty: 3114.991699
	Iteration 7F: 3 clusters Score -1518525 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1518956.875000 Penalty: 3114.991699
	Iteration 8Q: 3 clusters Score -1518957 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1519106.375000 Penalty: 3114.991699
	Iteration 9Q: 3 clusters Score -1519106 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1519142.750000 Penalty: 3114.991699
	Iteration 10Q: 3 clusters Score -1519143 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1519162.125000 Penalty: 3114.991699
	Iteration 11Q: 3 clusters Score -1519162 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1519169.875000 Penalty: 3114.991699
	Iteration 12Q: 3 clusters Score -1519170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1519178.875000 Penalty: 3114.991699
	Iteration 13Q: 3 clusters Score -1519179 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1519186.250000 Penalty: 3114.991699
	Iteration 14Q: 3 clusters Score -1519186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1519189.500000 Penalty: 3114.991699
	Iteration 15Q: 3 clusters Score -1519190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1519187.625000 Penalty: 3114.991699
	Iteration 16Q: 3 clusters Score -1519188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1519183.625000 Penalty: 3114.991699
	Iteration 17Q: 3 clusters Score -1519184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1519185.750000 Penalty: 3114.991699
	Iteration 18Q: 3 clusters Score -1519186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1519187.000000 Penalty: 3114.991699
	Iteration 19Q: 3 clusters Score -1519187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1519185.375000 Penalty: 3114.991699
	Iteration 20F: 3 clusters Score -1519185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 24983 members 
Mstep: Class 3 contains 189265 members 
Mstep: Class 4 contains 31934 members 
Mstep: Class 5 contains 22406 members 
Mstep: Class 6 contains 42732 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 5578 members 
Mstep: Class 10 contains 5345 members 
Mstep: Class 11 contains 92102 members 
Mstep: Class 12 contains 26588 members 
Mstep: Class 13 contains 30674 members 
Mstep: Class 14 contains 13847 members 
Mstep: Class 15 contains 7316 members 
Mstep: Class 16 contains 92554 members 
Mstep: Class 17 contains 8593 members 
Mstep: Class 18 contains 20062 members 
Mstep: Class 19 contains 7562 members 
Mstep: Class 20 contains 7061 members 
Entering Unmasked Estep 
Score: -65874108.000000 Penalty: 43456.902344
Splitting cluster 1 changes total score from -65869332.000000 to -65874108.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 2 (24983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Entering Unmasked Estep 
Score: -2598948.000000 Penalty: 1645.467041
	Iteration 0F: 2 clusters Score -2598948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2582175.000000 Penalty: 3290.934082
	Iteration 0F: 3 clusters Score -2582175 nChanged 11335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2588480.250000 Penalty: 3290.934082
	Iteration 1F: 3 clusters Score -2588480 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2588991.000000 Penalty: 3290.934082
	Iteration 2Q: 3 clusters Score -2588991 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2589540.000000 Penalty: 3290.934082
	Iteration 3Q: 3 clusters Score -2589540 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2590138.500000 Penalty: 3290.934082
	Iteration 4Q: 3 clusters Score -2590138 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2590802.250000 Penalty: 3290.934082
	Iteration 5Q: 3 clusters Score -2590802 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2591702.500000 Penalty: 3290.934082
	Iteration 6F: 3 clusters Score -2591702 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2592725.250000 Penalty: 3290.934082
	Iteration 7F: 3 clusters Score -2592725 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2593724.000000 Penalty: 3290.934082
	Iteration 8F: 3 clusters Score -2593724 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2594663.000000 Penalty: 3290.934082
	Iteration 9F: 3 clusters Score -2594663 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2595433.250000 Penalty: 3290.934082
	Iteration 10F: 3 clusters Score -2595433 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2596192.000000 Penalty: 3290.934082
	Iteration 11Q: 3 clusters Score -2596192 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2596861.750000 Penalty: 3290.934082
	Iteration 12Q: 3 clusters Score -2596862 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2597534.000000 Penalty: 3290.934082
	Iteration 13Q: 3 clusters Score -2597534 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2598119.000000 Penalty: 3290.934082
	Iteration 14Q: 3 clusters Score -2598119 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2598567.000000 Penalty: 3290.934082
	Iteration 15Q: 3 clusters Score -2598567 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2598843.750000 Penalty: 3290.934082
	Iteration 16Q: 3 clusters Score -2598844 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2599050.500000 Penalty: 3290.934082
	Iteration 17Q: 3 clusters Score -2599050 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2599207.750000 Penalty: 3290.934082
	Iteration 18Q: 3 clusters Score -2599208 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2599339.500000 Penalty: 3290.934082
	Iteration 19Q: 3 clusters Score -2599340 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2599443.750000 Penalty: 3290.934082
	Iteration 20F: 3 clusters Score -2599444 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2599549.750000 Penalty: 3290.934082
	Iteration 21Q: 3 clusters Score -2599550 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2599637.250000 Penalty: 3290.934082
	Iteration 22Q: 3 clusters Score -2599637 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2599730.750000 Penalty: 3290.934082
	Iteration 23Q: 3 clusters Score -2599731 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2599820.250000 Penalty: 3290.934082
	Iteration 24Q: 3 clusters Score -2599820 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2599901.750000 Penalty: 3290.934082
	Iteration 25Q: 3 clusters Score -2599902 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2599958.000000 Penalty: 3290.934082
	Iteration 26Q: 3 clusters Score -2599958 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2599983.000000 Penalty: 3290.934082
	Iteration 27Q: 3 clusters Score -2599983 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2600002.000000 Penalty: 3290.934082
	Iteration 28Q: 3 clusters Score -2600002 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2600033.500000 Penalty: 3290.934082
	Iteration 29Q: 3 clusters Score -2600034 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2600053.000000 Penalty: 3290.934082
	Iteration 30Q: 3 clusters Score -2600053 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2600057.000000 Penalty: 3290.934082
	Iteration 31Q: 3 clusters Score -2600057 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2600066.000000 Penalty: 3290.934082
	Iteration 32Q: 3 clusters Score -2600066 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2600063.000000 Penalty: 3290.934082
	Iteration 33Q: 3 clusters Score -2600063 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2600078.750000 Penalty: 3290.934082
	Iteration 34Q: 3 clusters Score -2600079 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2600083.500000 Penalty: 3290.934082
	Iteration 35Q: 3 clusters Score -2600084 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2600089.750000 Penalty: 3290.934082
	Iteration 36Q: 3 clusters Score -2600090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2600089.500000 Penalty: 3290.934082
	Iteration 37Q: 3 clusters Score -2600090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2600091.250000 Penalty: 3290.934082
	Iteration 38Q: 3 clusters Score -2600091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2600091.000000 Penalty: 3290.934082
	Iteration 39Q: 3 clusters Score -2600091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2600091.500000 Penalty: 3290.934082
	Iteration 40F: 3 clusters Score -2600092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2600108.750000 Penalty: 3290.934082
	Iteration 41Q: 3 clusters Score -2600109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2600101.250000 Penalty: 3290.934082
	Iteration 42Q: 3 clusters Score -2600101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2600110.500000 Penalty: 3290.934082
	Iteration 43Q: 3 clusters Score -2600110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2600105.250000 Penalty: 3290.934082
	Iteration 44Q: 3 clusters Score -2600105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2600104.500000 Penalty: 3290.934082
	Iteration 45Q: 3 clusters Score -2600104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2600102.750000 Penalty: 3290.934082
	Iteration 46Q: 3 clusters Score -2600103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2600100.750000 Penalty: 3290.934082
	Iteration 47Q: 3 clusters Score -2600101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2600100.750000 Penalty: 3290.934082
	Iteration 48F: 3 clusters Score -2600101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 22177 members 
Mstep: Class 3 contains 189265 members 
Mstep: Class 4 contains 31934 members 
Mstep: Class 5 contains 22406 members 
Mstep: Class 6 contains 42732 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 5578 members 
Mstep: Class 10 contains 5345 members 
Mstep: Class 11 contains 92102 members 
Mstep: Class 12 contains 26588 members 
Mstep: Class 13 contains 30674 members 
Mstep: Class 14 contains 13847 members 
Mstep: Class 15 contains 7316 members 
Mstep: Class 16 contains 92554 members 
Mstep: Class 17 contains 8593 members 
Mstep: Class 18 contains 20062 members 
Mstep: Class 19 contains 7562 members 
Mstep: Class 20 contains 7061 members 
Mstep: Class 21 contains 2806 members 
Entering Unmasked Estep 
Score: -65874560.000000 Penalty: 45629.746094
Splitting cluster 2 changes total score from -65869332.000000 to -65874560.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (189265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189265 members 
Entering Unmasked Estep 
Score: -20245980.000000 Penalty: 1974.521851
	Iteration 0F: 2 clusters Score -2.024598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94514 members 
Mstep: Class 2 contains 94751 members 
Entering Unmasked Estep 
Score: -20132236.000000 Penalty: 3949.043701
	Iteration 0F: 3 clusters Score -2.013224e+07 nChanged 91873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95249 members 
Mstep: Class 2 contains 94016 members 
Entering Unmasked Estep 
Score: -20188760.000000 Penalty: 3949.043701
	Iteration 1F: 3 clusters Score -2.018876e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96456 members 
Mstep: Class 2 contains 92809 members 
Entering Unmasked Estep 
Score: -20192206.000000 Penalty: 3949.043701
	Iteration 2Q: 3 clusters Score -2.019221e+07 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98470 members 
Mstep: Class 2 contains 90795 members 
Entering Unmasked Estep 
Score: -20197330.000000 Penalty: 3949.043701
	Iteration 3F: 3 clusters Score -2.019733e+07 nChanged 11542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101540 members 
Mstep: Class 2 contains 87725 members 
Entering Unmasked Estep 
Score: -20203688.000000 Penalty: 3949.043701
	Iteration 4F: 3 clusters Score -2.020369e+07 nChanged 12433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105599 members 
Mstep: Class 2 contains 83666 members 
Entering Unmasked Estep 
Score: -20211074.000000 Penalty: 3949.043701
	Iteration 5F: 3 clusters Score -2.021107e+07 nChanged 12409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110620 members 
Mstep: Class 2 contains 78645 members 
Entering Unmasked Estep 
Score: -20217928.000000 Penalty: 3949.043701
	Iteration 6F: 3 clusters Score -2.021793e+07 nChanged 10756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116008 members 
Mstep: Class 2 contains 73257 members 
Entering Unmasked Estep 
Score: -20224262.000000 Penalty: 3949.043701
	Iteration 7F: 3 clusters Score -2.022426e+07 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121461 members 
Mstep: Class 2 contains 67804 members 
Entering Unmasked Estep 
Score: -20229540.000000 Penalty: 3949.043701
	Iteration 8Q: 3 clusters Score -2.022954e+07 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126770 members 
Mstep: Class 2 contains 62495 members 
Entering Unmasked Estep 
Score: -20233884.000000 Penalty: 3949.043701
	Iteration 9Q: 3 clusters Score -2.023388e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131611 members 
Mstep: Class 2 contains 57654 members 
Entering Unmasked Estep 
Score: -20237494.000000 Penalty: 3949.043701
	Iteration 10Q: 3 clusters Score -2.023749e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135971 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
Score: -20240498.000000 Penalty: 3949.043701
	Iteration 11Q: 3 clusters Score -2.02405e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140136 members 
Mstep: Class 2 contains 49129 members 
Entering Unmasked Estep 
Score: -20242546.000000 Penalty: 3949.043701
	Iteration 12Q: 3 clusters Score -2.024255e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144416 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -20244214.000000 Penalty: 3949.043701
	Iteration 13Q: 3 clusters Score -2.024421e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148849 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -20245590.000000 Penalty: 3949.043701
	Iteration 14Q: 3 clusters Score -2.024559e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153402 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -20246786.000000 Penalty: 3949.043701
	Iteration 15Q: 3 clusters Score -2.024679e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158056 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -20247922.000000 Penalty: 3949.043701
	Iteration 16Q: 3 clusters Score -2.024792e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162733 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -20248424.000000 Penalty: 3949.043701
	Iteration 17Q: 3 clusters Score -2.024842e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167092 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -20248756.000000 Penalty: 3949.043701
	Iteration 18Q: 3 clusters Score -2.024876e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170838 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -20249010.000000 Penalty: 3949.043701
	Iteration 19Q: 3 clusters Score -2.024901e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173679 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -20249658.000000 Penalty: 3949.043701
	Iteration 20F: 3 clusters Score -2.024966e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175703 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -20251602.000000 Penalty: 3949.043701
	Iteration 21Q: 3 clusters Score -2.02516e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176722 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -20252864.000000 Penalty: 3949.043701
	Iteration 22Q: 3 clusters Score -2.025286e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177169 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -20253266.000000 Penalty: 3949.043701
	Iteration 23Q: 3 clusters Score -2.025327e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177436 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -20253314.000000 Penalty: 3949.043701
	Iteration 24Q: 3 clusters Score -2.025331e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177611 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -20253282.000000 Penalty: 3949.043701
	Iteration 25Q: 3 clusters Score -2.025328e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177737 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -20253260.000000 Penalty: 3949.043701
	Iteration 26Q: 3 clusters Score -2.025326e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177846 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -20253286.000000 Penalty: 3949.043701
	Iteration 27Q: 3 clusters Score -2.025329e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177921 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -20253260.000000 Penalty: 3949.043701
	Iteration 28Q: 3 clusters Score -2.025326e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177983 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -20253228.000000 Penalty: 3949.043701
	Iteration 29Q: 3 clusters Score -2.025323e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178025 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -20253224.000000 Penalty: 3949.043701
	Iteration 30Q: 3 clusters Score -2.025322e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178067 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -20253226.000000 Penalty: 3949.043701
	Iteration 31Q: 3 clusters Score -2.025323e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178103 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -20253204.000000 Penalty: 3949.043701
	Iteration 32Q: 3 clusters Score -2.02532e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178129 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -20253178.000000 Penalty: 3949.043701
	Iteration 33Q: 3 clusters Score -2.025318e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178148 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -20253182.000000 Penalty: 3949.043701
	Iteration 34Q: 3 clusters Score -2.025318e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178167 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -20253172.000000 Penalty: 3949.043701
	Iteration 35Q: 3 clusters Score -2.025317e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178188 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -20253140.000000 Penalty: 3949.043701
	Iteration 36Q: 3 clusters Score -2.025314e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178208 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -20253140.000000 Penalty: 3949.043701
	Iteration 37Q: 3 clusters Score -2.025314e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178235 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -20253114.000000 Penalty: 3949.043701
	Iteration 38Q: 3 clusters Score -2.025311e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178256 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -20253098.000000 Penalty: 3949.043701
	Iteration 39Q: 3 clusters Score -2.02531e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178270 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -20253082.000000 Penalty: 3949.043701
	Iteration 40F: 3 clusters Score -2.025308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178280 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -20253090.000000 Penalty: 3949.043701
	Iteration 41Q: 3 clusters Score -2.025309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178290 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -20253096.000000 Penalty: 3949.043701
	Iteration 42Q: 3 clusters Score -2.02531e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178295 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -20253096.000000 Penalty: 3949.043701
	Iteration 43Q: 3 clusters Score -2.02531e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178298 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -20253098.000000 Penalty: 3949.043701
	Iteration 44Q: 3 clusters Score -2.02531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178301 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -20253100.000000 Penalty: 3949.043701
	Iteration 45Q: 3 clusters Score -2.02531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178301 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -20253106.000000 Penalty: 3949.043701
	Iteration 46Q: 3 clusters Score -2.025311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178303 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -20253110.000000 Penalty: 3949.043701
	Iteration 47Q: 3 clusters Score -2.025311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178307 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -20253106.000000 Penalty: 3949.043701
	Iteration 48Q: 3 clusters Score -2.025311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178313 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -20253102.000000 Penalty: 3949.043701
	Iteration 49Q: 3 clusters Score -2.02531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178312 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -20253104.000000 Penalty: 3949.043701
	Iteration 50Q: 3 clusters Score -2.02531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178313 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -20253100.000000 Penalty: 3949.043701
	Iteration 51Q: 3 clusters Score -2.02531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178316 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -20253096.000000 Penalty: 3949.043701
	Iteration 52Q: 3 clusters Score -2.02531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178320 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -20253092.000000 Penalty: 3949.043701
	Iteration 53Q: 3 clusters Score -2.025309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178321 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -20253084.000000 Penalty: 3949.043701
	Iteration 54Q: 3 clusters Score -2.025308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178322 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -20253084.000000 Penalty: 3949.043701
	Iteration 55Q: 3 clusters Score -2.025308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178325 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -20253074.000000 Penalty: 3949.043701
	Iteration 56Q: 3 clusters Score -2.025307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178331 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -20253056.000000 Penalty: 3949.043701
	Iteration 57Q: 3 clusters Score -2.025306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178337 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -20253064.000000 Penalty: 3949.043701
	Iteration 58Q: 3 clusters Score -2.025306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178343 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -20253058.000000 Penalty: 3949.043701
	Iteration 59Q: 3 clusters Score -2.025306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178351 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -20253060.000000 Penalty: 3949.043701
	Iteration 60F: 3 clusters Score -2.025306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178355 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -20253044.000000 Penalty: 3949.043701
	Iteration 61Q: 3 clusters Score -2.025304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178361 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -20253048.000000 Penalty: 3949.043701
	Iteration 62Q: 3 clusters Score -2.025305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178366 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -20253040.000000 Penalty: 3949.043701
	Iteration 63Q: 3 clusters Score -2.025304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178372 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -20253026.000000 Penalty: 3949.043701
	Iteration 64Q: 3 clusters Score -2.025303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178376 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -20253024.000000 Penalty: 3949.043701
	Iteration 65Q: 3 clusters Score -2.025302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178377 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -20253012.000000 Penalty: 3949.043701
	Iteration 66Q: 3 clusters Score -2.025301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178379 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -20253032.000000 Penalty: 3949.043701
	Iteration 67Q: 3 clusters Score -2.025303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178384 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -20253036.000000 Penalty: 3949.043701
	Iteration 68Q: 3 clusters Score -2.025304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178388 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -20253030.000000 Penalty: 3949.043701
	Iteration 69Q: 3 clusters Score -2.025303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178393 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -20253040.000000 Penalty: 3949.043701
	Iteration 70Q: 3 clusters Score -2.025304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178397 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -20253042.000000 Penalty: 3949.043701
	Iteration 71Q: 3 clusters Score -2.025304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178400 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -20253046.000000 Penalty: 3949.043701
	Iteration 72Q: 3 clusters Score -2.025305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178400 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -20253038.000000 Penalty: 3949.043701
	Iteration 73Q: 3 clusters Score -2.025304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178401 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -20253044.000000 Penalty: 3949.043701
	Iteration 74Q: 3 clusters Score -2.025304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178404 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -20253034.000000 Penalty: 3949.043701
	Iteration 75Q: 3 clusters Score -2.025303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178405 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -20253036.000000 Penalty: 3949.043701
	Iteration 76Q: 3 clusters Score -2.025304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178407 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -20253036.000000 Penalty: 3949.043701
	Iteration 77Q: 3 clusters Score -2.025304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178408 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -20253044.000000 Penalty: 3949.043701
	Iteration 78Q: 3 clusters Score -2.025304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178411 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -20253038.000000 Penalty: 3949.043701
	Iteration 79Q: 3 clusters Score -2.025304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178412 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -20253034.000000 Penalty: 3949.043701
	Iteration 80F: 3 clusters Score -2.025303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178413 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -20253036.000000 Penalty: 3949.043701
	Iteration 81Q: 3 clusters Score -2.025304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178417 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -20253040.000000 Penalty: 3949.043701
	Iteration 82Q: 3 clusters Score -2.025304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178422 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -20253038.000000 Penalty: 3949.043701
	Iteration 83Q: 3 clusters Score -2.025304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178422 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -20253026.000000 Penalty: 3949.043701
	Iteration 84Q: 3 clusters Score -2.025303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178423 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -20253038.000000 Penalty: 3949.043701
	Iteration 85Q: 3 clusters Score -2.025304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178425 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -20253044.000000 Penalty: 3949.043701
	Iteration 86Q: 3 clusters Score -2.025304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178425 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -20253044.000000 Penalty: 3949.043701
	Iteration 87F: 3 clusters Score -2.025304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 22177 members 
Mstep: Class 3 contains 178425 members 
Mstep: Class 4 contains 31934 members 
Mstep: Class 5 contains 22406 members 
Mstep: Class 6 contains 42732 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 5578 members 
Mstep: Class 10 contains 5345 members 
Mstep: Class 11 contains 92102 members 
Mstep: Class 12 contains 26588 members 
Mstep: Class 13 contains 30674 members 
Mstep: Class 14 contains 13847 members 
Mstep: Class 15 contains 7316 members 
Mstep: Class 16 contains 92554 members 
Mstep: Class 17 contains 8593 members 
Mstep: Class 18 contains 20062 members 
Mstep: Class 19 contains 7562 members 
Mstep: Class 20 contains 7061 members 
Mstep: Class 21 contains 2806 members 
Mstep: Class 22 contains 10840 members 
Entering Unmasked Estep 
Score: -65881112.000000 Penalty: 47802.589844
Splitting cluster 3 changes total score from -65869332.000000 to -65881112.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 4 (31934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Entering Unmasked Estep 
Score: -3399640.000000 Penalty: 1685.356812
	Iteration 0F: 2 clusters Score -3399640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -3378123.250000 Penalty: 3370.713623
	Iteration 0F: 3 clusters Score -3378123 nChanged 14800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -3386339.500000 Penalty: 3370.713623
	Iteration 1F: 3 clusters Score -3386340 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -3386707.250000 Penalty: 3370.713623
	Iteration 2Q: 3 clusters Score -3386707 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -3387116.000000 Penalty: 3370.713623
	Iteration 3Q: 3 clusters Score -3387116 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -3387661.500000 Penalty: 3370.713623
	Iteration 4Q: 3 clusters Score -3387662 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -3388388.250000 Penalty: 3370.713623
	Iteration 5Q: 3 clusters Score -3388388 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -3389264.500000 Penalty: 3370.713623
	Iteration 6Q: 3 clusters Score -3389264 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -3390248.250000 Penalty: 3370.713623
	Iteration 7F: 3 clusters Score -3390248 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -3391456.750000 Penalty: 3370.713623
	Iteration 8F: 3 clusters Score -3391457 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -3392933.750000 Penalty: 3370.713623
	Iteration 9F: 3 clusters Score -3392934 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -3394485.750000 Penalty: 3370.713623
	Iteration 10F: 3 clusters Score -3394486 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -3395814.750000 Penalty: 3370.713623
	Iteration 11F: 3 clusters Score -3395815 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3396793.000000 Penalty: 3370.713623
	Iteration 12Q: 3 clusters Score -3396793 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3397445.500000 Penalty: 3370.713623
	Iteration 13Q: 3 clusters Score -3397446 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3397852.250000 Penalty: 3370.713623
	Iteration 14Q: 3 clusters Score -3397852 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3398091.000000 Penalty: 3370.713623
	Iteration 15Q: 3 clusters Score -3398091 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3398274.250000 Penalty: 3370.713623
	Iteration 16Q: 3 clusters Score -3398274 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3398420.750000 Penalty: 3370.713623
	Iteration 17Q: 3 clusters Score -3398421 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3398507.250000 Penalty: 3370.713623
	Iteration 18Q: 3 clusters Score -3398507 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3398577.250000 Penalty: 3370.713623
	Iteration 19Q: 3 clusters Score -3398577 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3398608.000000 Penalty: 3370.713623
	Iteration 20F: 3 clusters Score -3398608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3398631.250000 Penalty: 3370.713623
	Iteration 21Q: 3 clusters Score -3398631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3398649.500000 Penalty: 3370.713623
	Iteration 22Q: 3 clusters Score -3398650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3398658.000000 Penalty: 3370.713623
	Iteration 23Q: 3 clusters Score -3398658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3398658.250000 Penalty: 3370.713623
	Iteration 24Q: 3 clusters Score -3398658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3398668.000000 Penalty: 3370.713623
	Iteration 25Q: 3 clusters Score -3398668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3398672.250000 Penalty: 3370.713623
	Iteration 26Q: 3 clusters Score -3398672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3398667.750000 Penalty: 3370.713623
	Iteration 27Q: 3 clusters Score -3398668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3398671.500000 Penalty: 3370.713623
	Iteration 28Q: 3 clusters Score -3398672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3398669.000000 Penalty: 3370.713623
	Iteration 29Q: 3 clusters Score -3398669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3398674.250000 Penalty: 3370.713623
	Iteration 30Q: 3 clusters Score -3398674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3398680.000000 Penalty: 3370.713623
	Iteration 31Q: 3 clusters Score -3398680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3398688.000000 Penalty: 3370.713623
	Iteration 32Q: 3 clusters Score -3398688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3398690.750000 Penalty: 3370.713623
	Iteration 33Q: 3 clusters Score -3398691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3398687.250000 Penalty: 3370.713623
	Iteration 34Q: 3 clusters Score -3398687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3398687.000000 Penalty: 3370.713623
	Iteration 35Q: 3 clusters Score -3398687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3398692.000000 Penalty: 3370.713623
	Iteration 36Q: 3 clusters Score -3398692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3398690.750000 Penalty: 3370.713623
	Iteration 37Q: 3 clusters Score -3398691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3398687.750000 Penalty: 3370.713623
	Iteration 38Q: 3 clusters Score -3398688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3398685.750000 Penalty: 3370.713623
	Iteration 39Q: 3 clusters Score -3398686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3398685.750000 Penalty: 3370.713623
	Iteration 40F: 3 clusters Score -3398686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Entering Unmasked Estep 
Score: -2380846.500000 Penalty: 1627.776123
	Iteration 0F: 2 clusters Score -2380846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2365686.750000 Penalty: 3255.552246
	Iteration 0F: 3 clusters Score -2365687 nChanged 10170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2371637.250000 Penalty: 3255.552246
	Iteration 1F: 3 clusters Score -2371637 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2372608.500000 Penalty: 3255.552246
	Iteration 2F: 3 clusters Score -2372608 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2373755.750000 Penalty: 3255.552246
	Iteration 3F: 3 clusters Score -2373756 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2375184.750000 Penalty: 3255.552246
	Iteration 4F: 3 clusters Score -2375185 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2376765.250000 Penalty: 3255.552246
	Iteration 5F: 3 clusters Score -2376765 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2378164.500000 Penalty: 3255.552246
	Iteration 6F: 3 clusters Score -2378164 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2379194.500000 Penalty: 3255.552246
	Iteration 7F: 3 clusters Score -2379194 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2379826.000000 Penalty: 3255.552246
	Iteration 8Q: 3 clusters Score -2379826 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2380200.500000 Penalty: 3255.552246
	Iteration 9Q: 3 clusters Score -2380200 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -2380419.250000 Penalty: 3255.552246
	Iteration 10Q: 3 clusters Score -2380419 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -2380533.500000 Penalty: 3255.552246
	Iteration 11Q: 3 clusters Score -2380534 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -2380588.250000 Penalty: 3255.552246
	Iteration 12Q: 3 clusters Score -2380588 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -2380616.250000 Penalty: 3255.552246
	Iteration 13Q: 3 clusters Score -2380616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -2380636.750000 Penalty: 3255.552246
	Iteration 14Q: 3 clusters Score -2380637 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -2380643.250000 Penalty: 3255.552246
	Iteration 15Q: 3 clusters Score -2380643 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -2380649.500000 Penalty: 3255.552246
	Iteration 16Q: 3 clusters Score -2380650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2380655.000000 Penalty: 3255.552246
	Iteration 17Q: 3 clusters Score -2380655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -2380656.500000 Penalty: 3255.552246
	Iteration 18Q: 3 clusters Score -2380656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -2380657.250000 Penalty: 3255.552246
	Iteration 19Q: 3 clusters Score -2380657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -2380662.000000 Penalty: 3255.552246
	Iteration 20F: 3 clusters Score -2380662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2380672.750000 Penalty: 3255.552246
	Iteration 21Q: 3 clusters Score -2380673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -2380677.250000 Penalty: 3255.552246
	Iteration 22Q: 3 clusters Score -2380677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -2380678.750000 Penalty: 3255.552246
	Iteration 23Q: 3 clusters Score -2380679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -2380678.500000 Penalty: 3255.552246
	Iteration 24Q: 3 clusters Score -2380678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -2380680.000000 Penalty: 3255.552246
	Iteration 25Q: 3 clusters Score -2380680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -2380684.250000 Penalty: 3255.552246
	Iteration 26Q: 3 clusters Score -2380684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -2380683.500000 Penalty: 3255.552246
	Iteration 27Q: 3 clusters Score -2380684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -2380680.750000 Penalty: 3255.552246
	Iteration 28Q: 3 clusters Score -2380681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -2380679.250000 Penalty: 3255.552246
	Iteration 29Q: 3 clusters Score -2380679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -2380680.750000 Penalty: 3255.552246
	Iteration 30Q: 3 clusters Score -2380681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -2380680.750000 Penalty: 3255.552246
	Iteration 31F: 3 clusters Score -2380681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Entering Unmasked Estep 
Score: -4463021.500000 Penalty: 1732.689331
	Iteration 0F: 2 clusters Score -4463022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -4434629.500000 Penalty: 3465.378662
	Iteration 0F: 3 clusters Score -4434630 nChanged 19904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -4446595.000000 Penalty: 3465.378662
	Iteration 1F: 3 clusters Score -4446595 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -4448268.500000 Penalty: 3465.378662
	Iteration 2F: 3 clusters Score -4448268 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -4450645.500000 Penalty: 3465.378662
	Iteration 3F: 3 clusters Score -4450646 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -4453380.000000 Penalty: 3465.378662
	Iteration 4F: 3 clusters Score -4453380 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -4455889.500000 Penalty: 3465.378662
	Iteration 5F: 3 clusters Score -4455890 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -4457962.500000 Penalty: 3465.378662
	Iteration 6F: 3 clusters Score -4457962 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -4459698.500000 Penalty: 3465.378662
	Iteration 7Q: 3 clusters Score -4459698 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -4461131.000000 Penalty: 3465.378662
	Iteration 8Q: 3 clusters Score -4461131 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -4462194.000000 Penalty: 3465.378662
	Iteration 9Q: 3 clusters Score -4462194 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -4463061.000000 Penalty: 3465.378662
	Iteration 10Q: 3 clusters Score -4463061 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -4463795.500000 Penalty: 3465.378662
	Iteration 11Q: 3 clusters Score -4463796 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -4464282.500000 Penalty: 3465.378662
	Iteration 12Q: 3 clusters Score -4464282 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -4464613.000000 Penalty: 3465.378662
	Iteration 13Q: 3 clusters Score -4464613 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -4464832.500000 Penalty: 3465.378662
	Iteration 14Q: 3 clusters Score -4464832 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -4464985.000000 Penalty: 3465.378662
	Iteration 15Q: 3 clusters Score -4464985 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -4465090.500000 Penalty: 3465.378662
	Iteration 16Q: 3 clusters Score -4465090 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -4465151.000000 Penalty: 3465.378662
	Iteration 17Q: 3 clusters Score -4465151 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -4465197.500000 Penalty: 3465.378662
	Iteration 18Q: 3 clusters Score -4465198 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -4465263.500000 Penalty: 3465.378662
	Iteration 19Q: 3 clusters Score -4465264 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -4465341.500000 Penalty: 3465.378662
	Iteration 20F: 3 clusters Score -4465342 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -4465381.500000 Penalty: 3465.378662
	Iteration 21Q: 3 clusters Score -4465382 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -4465420.000000 Penalty: 3465.378662
	Iteration 22Q: 3 clusters Score -4465420 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -4465457.500000 Penalty: 3465.378662
	Iteration 23Q: 3 clusters Score -4465458 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -4465488.000000 Penalty: 3465.378662
	Iteration 24Q: 3 clusters Score -4465488 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -4465527.000000 Penalty: 3465.378662
	Iteration 25Q: 3 clusters Score -4465527 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -4465545.500000 Penalty: 3465.378662
	Iteration 26Q: 3 clusters Score -4465546 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -4465574.500000 Penalty: 3465.378662
	Iteration 27Q: 3 clusters Score -4465574 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -4465584.500000 Penalty: 3465.378662
	Iteration 28Q: 3 clusters Score -4465584 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -4465596.500000 Penalty: 3465.378662
	Iteration 29Q: 3 clusters Score -4465596 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -4465615.000000 Penalty: 3465.378662
	Iteration 30Q: 3 clusters Score -4465615 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -4465607.000000 Penalty: 3465.378662
	Iteration 31Q: 3 clusters Score -4465607 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -4465604.500000 Penalty: 3465.378662
	Iteration 32Q: 3 clusters Score -4465604 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -4465598.000000 Penalty: 3465.378662
	Iteration 33Q: 3 clusters Score -4465598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -4465604.500000 Penalty: 3465.378662
	Iteration 34Q: 3 clusters Score -4465604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -4465612.000000 Penalty: 3465.378662
	Iteration 35Q: 3 clusters Score -4465612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -4465611.000000 Penalty: 3465.378662
	Iteration 36Q: 3 clusters Score -4465611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -4465610.000000 Penalty: 3465.378662
	Iteration 37Q: 3 clusters Score -4465610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -4465605.000000 Penalty: 3465.378662
	Iteration 38Q: 3 clusters Score -4465605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -4465609.500000 Penalty: 3465.378662
	Iteration 39Q: 3 clusters Score -4465610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -4465602.000000 Penalty: 3465.378662
	Iteration 40F: 3 clusters Score -4465602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -4465608.000000 Penalty: 3465.378662
	Iteration 41Q: 3 clusters Score -4465608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -4465606.000000 Penalty: 3465.378662
	Iteration 42Q: 3 clusters Score -4465606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -4465602.000000 Penalty: 3465.378662
	Iteration 43Q: 3 clusters Score -4465602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -4465606.000000 Penalty: 3465.378662
	Iteration 44Q: 3 clusters Score -4465606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -4465606.000000 Penalty: 3465.378662
	Iteration 45Q: 3 clusters Score -4465606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -4465606.000000 Penalty: 3465.378662
	Iteration 46F: 3 clusters Score -4465606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 22177 members 
Mstep: Class 3 contains 178425 members 
Mstep: Class 4 contains 31934 members 
Mstep: Class 5 contains 22406 members 
Mstep: Class 6 contains 9887 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 5578 members 
Mstep: Class 10 contains 5345 members 
Mstep: Class 11 contains 92102 members 
Mstep: Class 12 contains 26588 members 
Mstep: Class 13 contains 30674 members 
Mstep: Class 14 contains 13847 members 
Mstep: Class 15 contains 7316 members 
Mstep: Class 16 contains 92554 members 
Mstep: Class 17 contains 8593 members 
Mstep: Class 18 contains 20062 members 
Mstep: Class 19 contains 7562 members 
Mstep: Class 20 contains 7061 members 
Mstep: Class 21 contains 2806 members 
Mstep: Class 22 contains 10840 members 
Mstep: Class 23 contains 32845 members 
Entering Unmasked Estep 
Score: -65883000.000000 Penalty: 49975.437500
Splitting cluster 6 changes total score from -65869332.000000 to -65883000.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -28364.406250 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -28364.41 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 167 members 
Entering Unmasked Estep 
Score: -27519.777344 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -27519.78 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27592.785156 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -27592.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27667.916016 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -27667.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27729.878906 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -27729.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27760.843750 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -27760.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27774.283203 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -27774.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27790.498047 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -27790.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27807.587891 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -27807.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27836.816406 Penalty: 1863.335938
	Iteration 8Q: 3 clusters Score -27836.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27850.695312 Penalty: 1863.335938
	Iteration 9Q: 3 clusters Score -27850.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -27911.302734 Penalty: 1863.335938
	Iteration 10Q: 3 clusters Score -27911.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -27929.689453 Penalty: 1863.335938
	Iteration 11Q: 3 clusters Score -27929.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -27930.132812 Penalty: 1863.335938
	Iteration 12Q: 3 clusters Score -27930.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -27933.058594 Penalty: 1863.335938
	Iteration 13Q: 3 clusters Score -27933.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -27942.257812 Penalty: 1863.335938
	Iteration 14Q: 3 clusters Score -27942.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27946.009766 Penalty: 1863.335938
	Iteration 15Q: 3 clusters Score -27946.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27949.986328 Penalty: 1863.335938
	Iteration 16Q: 3 clusters Score -27949.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27954.751953 Penalty: 1863.335938
	Iteration 17F: 3 clusters Score -27954.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27993.078125 Penalty: 1863.335938
	Iteration 18Q: 3 clusters Score -27993.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -28005.562500 Penalty: 1863.335938
	Iteration 19Q: 3 clusters Score -28005.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -28010.093750 Penalty: 1863.335938
	Iteration 20F: 3 clusters Score -28010.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -28017.798828 Penalty: 1863.335938
	Iteration 21Q: 3 clusters Score -28017.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28021.298828 Penalty: 1863.335938
	Iteration 22Q: 3 clusters Score -28021.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28023.785156 Penalty: 1863.335938
	Iteration 23Q: 3 clusters Score -28023.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28026.976562 Penalty: 1863.335938
	Iteration 24Q: 3 clusters Score -28026.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28030.351562 Penalty: 1863.335938
	Iteration 25Q: 3 clusters Score -28030.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28030.351562 Penalty: 1863.335938
	Iteration 26F: 3 clusters Score -28030.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Entering Unmasked Estep 
Score: -298333.968750 Penalty: 1320.415039
	Iteration 0F: 2 clusters Score -298334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -295507.843750 Penalty: 2640.830078
	Iteration 0F: 3 clusters Score -295507.8 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -297102.656250 Penalty: 2640.830078
	Iteration 1F: 3 clusters Score -297102.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -297875.687500 Penalty: 2640.830078
	Iteration 2F: 3 clusters Score -297875.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -298582.093750 Penalty: 2640.830078
	Iteration 3F: 3 clusters Score -298582.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -299147.625000 Penalty: 2640.830078
	Iteration 4F: 3 clusters Score -299147.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -299511.812500 Penalty: 2640.830078
	Iteration 5F: 3 clusters Score -299511.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -299774.406250 Penalty: 2640.830078
	Iteration 6Q: 3 clusters Score -299774.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -300030.750000 Penalty: 2640.830078
	Iteration 7Q: 3 clusters Score -300030.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -300174.281250 Penalty: 2640.830078
	Iteration 8Q: 3 clusters Score -300174.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -300219.437500 Penalty: 2640.830078
	Iteration 9Q: 3 clusters Score -300219.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -300264.468750 Penalty: 2640.830078
	Iteration 10Q: 3 clusters Score -300264.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -300307.500000 Penalty: 2640.830078
	Iteration 11Q: 3 clusters Score -300307.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -300337.468750 Penalty: 2640.830078
	Iteration 12Q: 3 clusters Score -300337.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -300344.781250 Penalty: 2640.830078
	Iteration 13Q: 3 clusters Score -300344.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -300346.656250 Penalty: 2640.830078
	Iteration 14Q: 3 clusters Score -300346.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -300348.156250 Penalty: 2640.830078
	Iteration 15Q: 3 clusters Score -300348.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -300348.968750 Penalty: 2640.830078
	Iteration 16Q: 3 clusters Score -300349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -300348.968750 Penalty: 2640.830078
	Iteration 17F: 3 clusters Score -300349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 22177 members 
Mstep: Class 3 contains 178425 members 
Mstep: Class 4 contains 31934 members 
Mstep: Class 5 contains 22406 members 
Mstep: Class 6 contains 9887 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 2965 members 
Mstep: Class 9 contains 5578 members 
Mstep: Class 10 contains 5345 members 
Mstep: Class 11 contains 92102 members 
Mstep: Class 12 contains 26588 members 
Mstep: Class 13 contains 30674 members 
Mstep: Class 14 contains 13847 members 
Mstep: Class 15 contains 7316 members 
Mstep: Class 16 contains 92554 members 
Mstep: Class 17 contains 8593 members 
Mstep: Class 18 contains 20062 members 
Mstep: Class 19 contains 7562 members 
Mstep: Class 20 contains 7061 members 
Mstep: Class 21 contains 2806 members 
Mstep: Class 22 contains 10840 members 
Mstep: Class 23 contains 32845 members 
Mstep: Class 24 contains 415 members 
Entering Unmasked Estep 
Score: -65884180.000000 Penalty: 52148.281250
Splitting cluster 8 changes total score from -65869332.000000 to -65884180.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (5345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Entering Unmasked Estep 
Score: -525437.812500 Penalty: 1394.886475
	Iteration 0F: 2 clusters Score -525437.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -521295.437500 Penalty: 2789.772949
	Iteration 0F: 3 clusters Score -521295.4 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -522714.937500 Penalty: 2789.772949
	Iteration 1F: 3 clusters Score -522714.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -523148.812500 Penalty: 2789.772949
	Iteration 2F: 3 clusters Score -523148.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -523494.437500 Penalty: 2789.772949
	Iteration 3F: 3 clusters Score -523494.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -523753.531250 Penalty: 2789.772949
	Iteration 4F: 3 clusters Score -523753.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -523964.875000 Penalty: 2789.772949
	Iteration 5F: 3 clusters Score -523964.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -524149.125000 Penalty: 2789.772949
	Iteration 6Q: 3 clusters Score -524149.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -524365.437500 Penalty: 2789.772949
	Iteration 7Q: 3 clusters Score -524365.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -524553.187500 Penalty: 2789.772949
	Iteration 8Q: 3 clusters Score -524553.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -524749.375000 Penalty: 2789.772949
	Iteration 9Q: 3 clusters Score -524749.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -524974.625000 Penalty: 2789.772949
	Iteration 10Q: 3 clusters Score -524974.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -525151.687500 Penalty: 2789.772949
	Iteration 11Q: 3 clusters Score -525151.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -525270.312500 Penalty: 2789.772949
	Iteration 12Q: 3 clusters Score -525270.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -525350.312500 Penalty: 2789.772949
	Iteration 13Q: 3 clusters Score -525350.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -525404.312500 Penalty: 2789.772949
	Iteration 14Q: 3 clusters Score -525404.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -525445.062500 Penalty: 2789.772949
	Iteration 15Q: 3 clusters Score -525445.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -525473.562500 Penalty: 2789.772949
	Iteration 16Q: 3 clusters Score -525473.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -525499.500000 Penalty: 2789.772949
	Iteration 17Q: 3 clusters Score -525499.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -525515.250000 Penalty: 2789.772949
	Iteration 18Q: 3 clusters Score -525515.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -525529.312500 Penalty: 2789.772949
	Iteration 19Q: 3 clusters Score -525529.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -525541.562500 Penalty: 2789.772949
	Iteration 20F: 3 clusters Score -525541.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -525551.875000 Penalty: 2789.772949
	Iteration 21Q: 3 clusters Score -525551.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -525561.875000 Penalty: 2789.772949
	Iteration 22Q: 3 clusters Score -525561.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -525564.937500 Penalty: 2789.772949
	Iteration 23Q: 3 clusters Score -525564.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -525568.687500 Penalty: 2789.772949
	Iteration 24Q: 3 clusters Score -525568.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -525572.437500 Penalty: 2789.772949
	Iteration 25Q: 3 clusters Score -525572.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -525576.250000 Penalty: 2789.772949
	Iteration 26Q: 3 clusters Score -525576.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -525578.625000 Penalty: 2789.772949
	Iteration 27Q: 3 clusters Score -525578.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -525580.562500 Penalty: 2789.772949
	Iteration 28Q: 3 clusters Score -525580.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -525580.562500 Penalty: 2789.772949
	Iteration 29Q: 3 clusters Score -525580.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -525582.375000 Penalty: 2789.772949
	Iteration 30Q: 3 clusters Score -525582.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -525583.437500 Penalty: 2789.772949
	Iteration 31Q: 3 clusters Score -525583.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -525585.437500 Penalty: 2789.772949
	Iteration 32Q: 3 clusters Score -525585.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -525584.812500 Penalty: 2789.772949
	Iteration 33Q: 3 clusters Score -525584.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -525586.062500 Penalty: 2789.772949
	Iteration 34Q: 3 clusters Score -525586.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -525585.937500 Penalty: 2789.772949
	Iteration 35Q: 3 clusters Score -525585.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -525585.687500 Penalty: 2789.772949
	Iteration 36Q: 3 clusters Score -525585.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -525585.687500 Penalty: 2789.772949
	Iteration 37F: 3 clusters Score -525585.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 22177 members 
Mstep: Class 3 contains 178425 members 
Mstep: Class 4 contains 31934 members 
Mstep: Class 5 contains 22406 members 
Mstep: Class 6 contains 9887 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 2965 members 
Mstep: Class 9 contains 5578 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 92102 members 
Mstep: Class 12 contains 26588 members 
Mstep: Class 13 contains 30674 members 
Mstep: Class 14 contains 13847 members 
Mstep: Class 15 contains 7316 members 
Mstep: Class 16 contains 92554 members 
Mstep: Class 17 contains 8593 members 
Mstep: Class 18 contains 20062 members 
Mstep: Class 19 contains 7562 members 
Mstep: Class 20 contains 7061 members 
Mstep: Class 21 contains 2806 members 
Mstep: Class 22 contains 10840 members 
Mstep: Class 23 contains 32845 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 3380 members 
Entering Unmasked Estep 
Score: -65883512.000000 Penalty: 54321.125000
Splitting cluster 10 changes total score from -65869332.000000 to -65883512.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (92102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92102 members 
Entering Unmasked Estep 
Score: -9587856.000000 Penalty: 1857.480835
	Iteration 0F: 2 clusters Score -9587856 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 46171 members 
Entering Unmasked Estep 
Score: -9526329.000000 Penalty: 3714.961670
	Iteration 0F: 3 clusters Score -9526329 nChanged 43890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -9552502.000000 Penalty: 3714.961670
	Iteration 1F: 3 clusters Score -9552502 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -9553837.000000 Penalty: 3714.961670
	Iteration 2Q: 3 clusters Score -9553837 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -9555802.000000 Penalty: 3714.961670
	Iteration 3Q: 3 clusters Score -9555802 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -9558405.000000 Penalty: 3714.961670
	Iteration 4F: 3 clusters Score -9558405 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51272 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -9561306.000000 Penalty: 3714.961670
	Iteration 5F: 3 clusters Score -9561306 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53014 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -9564404.000000 Penalty: 3714.961670
	Iteration 6F: 3 clusters Score -9564404 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54657 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -9567110.000000 Penalty: 3714.961670
	Iteration 7F: 3 clusters Score -9567110 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -9569072.000000 Penalty: 3714.961670
	Iteration 8F: 3 clusters Score -9569072 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57166 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -9570576.000000 Penalty: 3714.961670
	Iteration 9Q: 3 clusters Score -9570576 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58133 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -9571754.000000 Penalty: 3714.961670
	Iteration 10Q: 3 clusters Score -9571754 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -9572692.000000 Penalty: 3714.961670
	Iteration 11Q: 3 clusters Score -9572692 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -9573500.000000 Penalty: 3714.961670
	Iteration 12Q: 3 clusters Score -9573500 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60544 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -9574272.000000 Penalty: 3714.961670
	Iteration 13Q: 3 clusters Score -9574272 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61352 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -9575098.000000 Penalty: 3714.961670
	Iteration 14Q: 3 clusters Score -9575098 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62158 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -9576121.000000 Penalty: 3714.961670
	Iteration 15Q: 3 clusters Score -9576121 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63051 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -9577143.000000 Penalty: 3714.961670
	Iteration 16Q: 3 clusters Score -9577143 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63971 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -9578206.000000 Penalty: 3714.961670
	Iteration 17Q: 3 clusters Score -9578206 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64915 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -9579165.000000 Penalty: 3714.961670
	Iteration 18Q: 3 clusters Score -9579165 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65819 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -9579856.000000 Penalty: 3714.961670
	Iteration 19Q: 3 clusters Score -9579856 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66736 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -9580357.000000 Penalty: 3714.961670
	Iteration 20F: 3 clusters Score -9580357 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67618 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -9580687.000000 Penalty: 3714.961670
	Iteration 21Q: 3 clusters Score -9580687 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68527 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -9580945.000000 Penalty: 3714.961670
	Iteration 22Q: 3 clusters Score -9580945 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69454 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -9581130.000000 Penalty: 3714.961670
	Iteration 23Q: 3 clusters Score -9581130 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70343 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -9581365.000000 Penalty: 3714.961670
	Iteration 24Q: 3 clusters Score -9581365 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71255 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -9581476.000000 Penalty: 3714.961670
	Iteration 25Q: 3 clusters Score -9581476 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72164 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -9581688.000000 Penalty: 3714.961670
	Iteration 26Q: 3 clusters Score -9581688 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73087 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -9581873.000000 Penalty: 3714.961670
	Iteration 27Q: 3 clusters Score -9581873 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74002 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -9582087.000000 Penalty: 3714.961670
	Iteration 28Q: 3 clusters Score -9582087 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74908 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -9582223.000000 Penalty: 3714.961670
	Iteration 29Q: 3 clusters Score -9582223 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75829 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -9582431.000000 Penalty: 3714.961670
	Iteration 30Q: 3 clusters Score -9582431 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76738 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -9582672.000000 Penalty: 3714.961670
	Iteration 31Q: 3 clusters Score -9582672 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77682 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -9583009.000000 Penalty: 3714.961670
	Iteration 32Q: 3 clusters Score -9583009 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78596 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -9583368.000000 Penalty: 3714.961670
	Iteration 33Q: 3 clusters Score -9583368 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79493 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -9583582.000000 Penalty: 3714.961670
	Iteration 34Q: 3 clusters Score -9583582 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80358 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -9583839.000000 Penalty: 3714.961670
	Iteration 35Q: 3 clusters Score -9583839 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81139 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -9584071.000000 Penalty: 3714.961670
	Iteration 36Q: 3 clusters Score -9584071 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81884 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -9584284.000000 Penalty: 3714.961670
	Iteration 37Q: 3 clusters Score -9584284 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82567 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -9584452.000000 Penalty: 3714.961670
	Iteration 38Q: 3 clusters Score -9584452 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83187 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -9584678.000000 Penalty: 3714.961670
	Iteration 39Q: 3 clusters Score -9584678 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83750 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -9584820.000000 Penalty: 3714.961670
	Iteration 40F: 3 clusters Score -9584820 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84291 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -9584960.000000 Penalty: 3714.961670
	Iteration 41Q: 3 clusters Score -9584960 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84820 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -9585086.000000 Penalty: 3714.961670
	Iteration 42Q: 3 clusters Score -9585086 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85326 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -9585266.000000 Penalty: 3714.961670
	Iteration 43Q: 3 clusters Score -9585266 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85824 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -9585441.000000 Penalty: 3714.961670
	Iteration 44Q: 3 clusters Score -9585441 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86290 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -9585564.000000 Penalty: 3714.961670
	Iteration 45Q: 3 clusters Score -9585564 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86699 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -9585645.000000 Penalty: 3714.961670
	Iteration 46Q: 3 clusters Score -9585645 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87078 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -9585758.000000 Penalty: 3714.961670
	Iteration 47Q: 3 clusters Score -9585758 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87422 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -9585829.000000 Penalty: 3714.961670
	Iteration 48Q: 3 clusters Score -9585829 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87741 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -9585942.000000 Penalty: 3714.961670
	Iteration 49Q: 3 clusters Score -9585942 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88015 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -9585996.000000 Penalty: 3714.961670
	Iteration 50Q: 3 clusters Score -9585996 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88264 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -9586088.000000 Penalty: 3714.961670
	Iteration 51Q: 3 clusters Score -9586088 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88482 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -9586157.000000 Penalty: 3714.961670
	Iteration 52Q: 3 clusters Score -9586157 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88706 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -9586205.000000 Penalty: 3714.961670
	Iteration 53Q: 3 clusters Score -9586205 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88914 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -9586269.000000 Penalty: 3714.961670
	Iteration 54Q: 3 clusters Score -9586269 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89103 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -9586304.000000 Penalty: 3714.961670
	Iteration 55Q: 3 clusters Score -9586304 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89272 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -9586359.000000 Penalty: 3714.961670
	Iteration 56Q: 3 clusters Score -9586359 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89427 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -9586407.000000 Penalty: 3714.961670
	Iteration 57Q: 3 clusters Score -9586407 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89568 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -9586453.000000 Penalty: 3714.961670
	Iteration 58Q: 3 clusters Score -9586453 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89694 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -9586472.000000 Penalty: 3714.961670
	Iteration 59Q: 3 clusters Score -9586472 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89792 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -9586483.000000 Penalty: 3714.961670
	Iteration 60F: 3 clusters Score -9586483 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89871 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -9586481.000000 Penalty: 3714.961670
	Iteration 61Q: 3 clusters Score -9586481 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89939 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -9586508.000000 Penalty: 3714.961670
	Iteration 62Q: 3 clusters Score -9586508 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89993 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -9586512.000000 Penalty: 3714.961670
	Iteration 63Q: 3 clusters Score -9586512 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90046 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -9586516.000000 Penalty: 3714.961670
	Iteration 64Q: 3 clusters Score -9586516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90093 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -9586534.000000 Penalty: 3714.961670
	Iteration 65Q: 3 clusters Score -9586534 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90153 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -9586544.000000 Penalty: 3714.961670
	Iteration 66Q: 3 clusters Score -9586544 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90201 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -9586554.000000 Penalty: 3714.961670
	Iteration 67Q: 3 clusters Score -9586554 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90239 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -9586560.000000 Penalty: 3714.961670
	Iteration 68Q: 3 clusters Score -9586560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90270 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -9586573.000000 Penalty: 3714.961670
	Iteration 69Q: 3 clusters Score -9586573 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90304 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -9586576.000000 Penalty: 3714.961670
	Iteration 70Q: 3 clusters Score -9586576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90327 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -9586583.000000 Penalty: 3714.961670
	Iteration 71Q: 3 clusters Score -9586583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90344 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -9586586.000000 Penalty: 3714.961670
	Iteration 72Q: 3 clusters Score -9586586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90356 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -9586583.000000 Penalty: 3714.961670
	Iteration 73Q: 3 clusters Score -9586583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90370 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -9586597.000000 Penalty: 3714.961670
	Iteration 74Q: 3 clusters Score -9586597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90381 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -9586600.000000 Penalty: 3714.961670
	Iteration 75Q: 3 clusters Score -9586600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90393 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -9586601.000000 Penalty: 3714.961670
	Iteration 76Q: 3 clusters Score -9586601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90398 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -9586607.000000 Penalty: 3714.961670
	Iteration 77Q: 3 clusters Score -9586607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90400 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -9586608.000000 Penalty: 3714.961670
	Iteration 78Q: 3 clusters Score -9586608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90402 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -9586604.000000 Penalty: 3714.961670
	Iteration 79Q: 3 clusters Score -9586604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90403 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -9586599.000000 Penalty: 3714.961670
	Iteration 80F: 3 clusters Score -9586599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90404 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -9586595.000000 Penalty: 3714.961670
	Iteration 81Q: 3 clusters Score -9586595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90404 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -9586595.000000 Penalty: 3714.961670
	Iteration 82F: 3 clusters Score -9586595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -2701464.000000 Penalty: 1655.584961
	Iteration 0F: 2 clusters Score -2701464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2683496.000000 Penalty: 3311.169922
	Iteration 0F: 3 clusters Score -2683496 nChanged 12214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2691095.500000 Penalty: 3311.169922
	Iteration 1F: 3 clusters Score -2691096 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2692760.750000 Penalty: 3311.169922
	Iteration 2F: 3 clusters Score -2692761 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2694990.000000 Penalty: 3311.169922
	Iteration 3F: 3 clusters Score -2694990 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2697370.250000 Penalty: 3311.169922
	Iteration 4F: 3 clusters Score -2697370 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2699314.750000 Penalty: 3311.169922
	Iteration 5F: 3 clusters Score -2699315 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2700706.750000 Penalty: 3311.169922
	Iteration 6F: 3 clusters Score -2700707 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2702062.750000 Penalty: 3311.169922
	Iteration 7Q: 3 clusters Score -2702063 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2704437.750000 Penalty: 3311.169922
	Iteration 8F: 3 clusters Score -2704438 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -2706454.500000 Penalty: 3311.169922
	Iteration 9Q: 3 clusters Score -2706454 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2707022.250000 Penalty: 3311.169922
	Iteration 10Q: 3 clusters Score -2707022 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2707365.750000 Penalty: 3311.169922
	Iteration 11Q: 3 clusters Score -2707366 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2707570.000000 Penalty: 3311.169922
	Iteration 12Q: 3 clusters Score -2707570 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2707718.000000 Penalty: 3311.169922
	Iteration 13Q: 3 clusters Score -2707718 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2707822.250000 Penalty: 3311.169922
	Iteration 14Q: 3 clusters Score -2707822 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2707883.500000 Penalty: 3311.169922
	Iteration 15Q: 3 clusters Score -2707884 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -2707925.000000 Penalty: 3311.169922
	Iteration 16Q: 3 clusters Score -2707925 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2707951.250000 Penalty: 3311.169922
	Iteration 17Q: 3 clusters Score -2707951 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2707978.250000 Penalty: 3311.169922
	Iteration 18Q: 3 clusters Score -2707978 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2707989.000000 Penalty: 3311.169922
	Iteration 19Q: 3 clusters Score -2707989 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2707997.500000 Penalty: 3311.169922
	Iteration 20F: 3 clusters Score -2707998 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2708001.750000 Penalty: 3311.169922
	Iteration 21Q: 3 clusters Score -2708002 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2708012.500000 Penalty: 3311.169922
	Iteration 22Q: 3 clusters Score -2708012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2708015.750000 Penalty: 3311.169922
	Iteration 23Q: 3 clusters Score -2708016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2708016.000000 Penalty: 3311.169922
	Iteration 24Q: 3 clusters Score -2708016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2708010.500000 Penalty: 3311.169922
	Iteration 25Q: 3 clusters Score -2708010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2708009.250000 Penalty: 3311.169922
	Iteration 26Q: 3 clusters Score -2708009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2708014.500000 Penalty: 3311.169922
	Iteration 27Q: 3 clusters Score -2708014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2708026.000000 Penalty: 3311.169922
	Iteration 28Q: 3 clusters Score -2708026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2708020.750000 Penalty: 3311.169922
	Iteration 29Q: 3 clusters Score -2708021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2708029.500000 Penalty: 3311.169922
	Iteration 30Q: 3 clusters Score -2708030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -2708022.250000 Penalty: 3311.169922
	Iteration 31Q: 3 clusters Score -2708022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2708020.000000 Penalty: 3311.169922
	Iteration 32Q: 3 clusters Score -2708020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2708022.250000 Penalty: 3311.169922
	Iteration 33Q: 3 clusters Score -2708022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2708021.000000 Penalty: 3311.169922
	Iteration 34Q: 3 clusters Score -2708021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2708022.250000 Penalty: 3311.169922
	Iteration 35Q: 3 clusters Score -2708022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2708024.000000 Penalty: 3311.169922
	Iteration 36Q: 3 clusters Score -2708024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2708022.000000 Penalty: 3311.169922
	Iteration 37Q: 3 clusters Score -2708022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2708023.250000 Penalty: 3311.169922
	Iteration 38Q: 3 clusters Score -2708023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2708017.750000 Penalty: 3311.169922
	Iteration 39Q: 3 clusters Score -2708018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2708025.750000 Penalty: 3311.169922
	Iteration 40F: 3 clusters Score -2708026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2708032.500000 Penalty: 3311.169922
	Iteration 41Q: 3 clusters Score -2708032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2708033.250000 Penalty: 3311.169922
	Iteration 42Q: 3 clusters Score -2708033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2708031.250000 Penalty: 3311.169922
	Iteration 43Q: 3 clusters Score -2708031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2708031.500000 Penalty: 3311.169922
	Iteration 44Q: 3 clusters Score -2708032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2708029.500000 Penalty: 3311.169922
	Iteration 45Q: 3 clusters Score -2708030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2708029.000000 Penalty: 3311.169922
	Iteration 46Q: 3 clusters Score -2708029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -2708029.500000 Penalty: 3311.169922
	Iteration 47Q: 3 clusters Score -2708030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2708031.500000 Penalty: 3311.169922
	Iteration 48Q: 3 clusters Score -2708032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2708031.500000 Penalty: 3311.169922
	Iteration 49F: 3 clusters Score -2708032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 22177 members 
Mstep: Class 3 contains 178425 members 
Mstep: Class 4 contains 31934 members 
Mstep: Class 5 contains 22406 members 
Mstep: Class 6 contains 9887 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 2965 members 
Mstep: Class 9 contains 5578 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 92102 members 
Mstep: Class 12 contains 13700 members 
Mstep: Class 13 contains 30674 members 
Mstep: Class 14 contains 13847 members 
Mstep: Class 15 contains 7316 members 
Mstep: Class 16 contains 92554 members 
Mstep: Class 17 contains 8593 members 
Mstep: Class 18 contains 20062 members 
Mstep: Class 19 contains 7562 members 
Mstep: Class 20 contains 7061 members 
Mstep: Class 21 contains 2806 members 
Mstep: Class 22 contains 10840 members 
Mstep: Class 23 contains 32845 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 3380 members 
Mstep: Class 26 contains 12888 members 
Entering Unmasked Estep 
Score: -65889712.000000 Penalty: 56493.972656
Splitting cluster 12 changes total score from -65869332.000000 to -65889712.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (30674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Entering Unmasked Estep 
Score: -3023153.750000 Penalty: 1678.815308
	Iteration 0F: 2 clusters Score -3023154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -3002461.250000 Penalty: 3357.630615
	Iteration 0F: 3 clusters Score -3002461 nChanged 14145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -3011232.000000 Penalty: 3357.630615
	Iteration 1F: 3 clusters Score -3011232 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -3012595.500000 Penalty: 3357.630615
	Iteration 2F: 3 clusters Score -3012596 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -3014176.750000 Penalty: 3357.630615
	Iteration 3F: 3 clusters Score -3014177 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -3015767.750000 Penalty: 3357.630615
	Iteration 4F: 3 clusters Score -3015768 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -3017114.250000 Penalty: 3357.630615
	Iteration 5F: 3 clusters Score -3017114 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -3018236.750000 Penalty: 3357.630615
	Iteration 6F: 3 clusters Score -3018237 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -3019090.500000 Penalty: 3357.630615
	Iteration 7Q: 3 clusters Score -3019090 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -3019902.000000 Penalty: 3357.630615
	Iteration 8Q: 3 clusters Score -3019902 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -3020618.000000 Penalty: 3357.630615
	Iteration 9Q: 3 clusters Score -3020618 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -3021228.250000 Penalty: 3357.630615
	Iteration 10Q: 3 clusters Score -3021228 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -3021758.750000 Penalty: 3357.630615
	Iteration 11Q: 3 clusters Score -3021759 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -3022151.250000 Penalty: 3357.630615
	Iteration 12Q: 3 clusters Score -3022151 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -3022396.750000 Penalty: 3357.630615
	Iteration 13Q: 3 clusters Score -3022397 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -3022580.500000 Penalty: 3357.630615
	Iteration 14Q: 3 clusters Score -3022580 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3022706.500000 Penalty: 3357.630615
	Iteration 15Q: 3 clusters Score -3022706 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3022784.250000 Penalty: 3357.630615
	Iteration 16Q: 3 clusters Score -3022784 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3022837.750000 Penalty: 3357.630615
	Iteration 17Q: 3 clusters Score -3022838 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3022887.000000 Penalty: 3357.630615
	Iteration 18Q: 3 clusters Score -3022887 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3022909.750000 Penalty: 3357.630615
	Iteration 19Q: 3 clusters Score -3022910 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3022930.750000 Penalty: 3357.630615
	Iteration 20F: 3 clusters Score -3022931 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3022926.250000 Penalty: 3357.630615
	Iteration 21Q: 3 clusters Score -3022926 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3022937.250000 Penalty: 3357.630615
	Iteration 22Q: 3 clusters Score -3022937 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3022953.750000 Penalty: 3357.630615
	Iteration 23Q: 3 clusters Score -3022954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3022963.000000 Penalty: 3357.630615
	Iteration 24Q: 3 clusters Score -3022963 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3022971.000000 Penalty: 3357.630615
	Iteration 25Q: 3 clusters Score -3022971 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3022972.250000 Penalty: 3357.630615
	Iteration 26Q: 3 clusters Score -3022972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3022981.500000 Penalty: 3357.630615
	Iteration 27Q: 3 clusters Score -3022982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3022977.000000 Penalty: 3357.630615
	Iteration 28Q: 3 clusters Score -3022977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3022979.500000 Penalty: 3357.630615
	Iteration 29Q: 3 clusters Score -3022980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3022979.000000 Penalty: 3357.630615
	Iteration 30Q: 3 clusters Score -3022979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3022981.750000 Penalty: 3357.630615
	Iteration 31Q: 3 clusters Score -3022982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3022982.000000 Penalty: 3357.630615
	Iteration 32Q: 3 clusters Score -3022982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3022981.750000 Penalty: 3357.630615
	Iteration 33Q: 3 clusters Score -3022982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3022986.000000 Penalty: 3357.630615
	Iteration 34Q: 3 clusters Score -3022986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3022988.250000 Penalty: 3357.630615
	Iteration 35Q: 3 clusters Score -3022988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3022987.250000 Penalty: 3357.630615
	Iteration 36Q: 3 clusters Score -3022987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3022994.000000 Penalty: 3357.630615
	Iteration 37Q: 3 clusters Score -3022994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3022992.250000 Penalty: 3357.630615
	Iteration 38Q: 3 clusters Score -3022992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3022989.500000 Penalty: 3357.630615
	Iteration 39Q: 3 clusters Score -3022990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3022989.500000 Penalty: 3357.630615
	Iteration 40F: 3 clusters Score -3022990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Entering Unmasked Estep 
Score: -1439072.125000 Penalty: 1549.571411
	Iteration 0F: 2 clusters Score -1439072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1429398.125000 Penalty: 3099.142822
	Iteration 0F: 3 clusters Score -1429398 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1432925.875000 Penalty: 3099.142822
	Iteration 1F: 3 clusters Score -1432926 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1433361.375000 Penalty: 3099.142822
	Iteration 2F: 3 clusters Score -1433361 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1433869.000000 Penalty: 3099.142822
	Iteration 3F: 3 clusters Score -1433869 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1434567.500000 Penalty: 3099.142822
	Iteration 4F: 3 clusters Score -1434568 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1435433.875000 Penalty: 3099.142822
	Iteration 5F: 3 clusters Score -1435434 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1436300.750000 Penalty: 3099.142822
	Iteration 6F: 3 clusters Score -1436301 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1437084.875000 Penalty: 3099.142822
	Iteration 7F: 3 clusters Score -1437085 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1437627.375000 Penalty: 3099.142822
	Iteration 8Q: 3 clusters Score -1437627 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1438001.000000 Penalty: 3099.142822
	Iteration 9Q: 3 clusters Score -1438001 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1438225.875000 Penalty: 3099.142822
	Iteration 10Q: 3 clusters Score -1438226 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1438337.625000 Penalty: 3099.142822
	Iteration 11Q: 3 clusters Score -1438338 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1438419.750000 Penalty: 3099.142822
	Iteration 12Q: 3 clusters Score -1438420 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1438467.125000 Penalty: 3099.142822
	Iteration 13Q: 3 clusters Score -1438467 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1438491.750000 Penalty: 3099.142822
	Iteration 14Q: 3 clusters Score -1438492 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1438518.625000 Penalty: 3099.142822
	Iteration 15Q: 3 clusters Score -1438519 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1438535.125000 Penalty: 3099.142822
	Iteration 16Q: 3 clusters Score -1438535 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1438541.875000 Penalty: 3099.142822
	Iteration 17Q: 3 clusters Score -1438542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1438540.500000 Penalty: 3099.142822
	Iteration 18Q: 3 clusters Score -1438540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1438546.125000 Penalty: 3099.142822
	Iteration 19Q: 3 clusters Score -1438546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1438550.875000 Penalty: 3099.142822
	Iteration 20F: 3 clusters Score -1438551 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1438555.125000 Penalty: 3099.142822
	Iteration 21Q: 3 clusters Score -1438555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1438556.375000 Penalty: 3099.142822
	Iteration 22Q: 3 clusters Score -1438556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1438557.625000 Penalty: 3099.142822
	Iteration 23Q: 3 clusters Score -1438558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1438557.625000 Penalty: 3099.142822
	Iteration 24Q: 3 clusters Score -1438558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1438556.625000 Penalty: 3099.142822
	Iteration 25Q: 3 clusters Score -1438557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1438558.250000 Penalty: 3099.142822
	Iteration 26Q: 3 clusters Score -1438558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1438555.875000 Penalty: 3099.142822
	Iteration 27Q: 3 clusters Score -1438556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1438556.875000 Penalty: 3099.142822
	Iteration 28Q: 3 clusters Score -1438557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1438556.125000 Penalty: 3099.142822
	Iteration 29Q: 3 clusters Score -1438556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1438553.250000 Penalty: 3099.142822
	Iteration 30Q: 3 clusters Score -1438553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1438553.375000 Penalty: 3099.142822
	Iteration 31Q: 3 clusters Score -1438553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1438552.625000 Penalty: 3099.142822
	Iteration 32Q: 3 clusters Score -1438553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1438552.625000 Penalty: 3099.142822
	Iteration 33F: 3 clusters Score -1438553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Entering Unmasked Estep 
Score: -720760.250000 Penalty: 1445.895508
	Iteration 0F: 2 clusters Score -720760.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -715473.750000 Penalty: 2891.791016
	Iteration 0F: 3 clusters Score -715473.8 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -717540.000000 Penalty: 2891.791016
	Iteration 1F: 3 clusters Score -717540 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -718752.187500 Penalty: 2891.791016
	Iteration 2F: 3 clusters Score -718752.2 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -720764.062500 Penalty: 2891.791016
	Iteration 3F: 3 clusters Score -720764.1 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -722227.187500 Penalty: 2891.791016
	Iteration 4F: 3 clusters Score -722227.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -722627.500000 Penalty: 2891.791016
	Iteration 5F: 3 clusters Score -722627.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -722741.375000 Penalty: 2891.791016
	Iteration 6Q: 3 clusters Score -722741.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -722783.312500 Penalty: 2891.791016
	Iteration 7Q: 3 clusters Score -722783.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -722806.000000 Penalty: 2891.791016
	Iteration 8Q: 3 clusters Score -722806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -722814.437500 Penalty: 2891.791016
	Iteration 9Q: 3 clusters Score -722814.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -722820.375000 Penalty: 2891.791016
	Iteration 10Q: 3 clusters Score -722820.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -722822.625000 Penalty: 2891.791016
	Iteration 11Q: 3 clusters Score -722822.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -722826.250000 Penalty: 2891.791016
	Iteration 12Q: 3 clusters Score -722826.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -722826.562500 Penalty: 2891.791016
	Iteration 13Q: 3 clusters Score -722826.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -722830.187500 Penalty: 2891.791016
	Iteration 14Q: 3 clusters Score -722830.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -722831.812500 Penalty: 2891.791016
	Iteration 15Q: 3 clusters Score -722831.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -722832.437500 Penalty: 2891.791016
	Iteration 16Q: 3 clusters Score -722832.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -722832.812500 Penalty: 2891.791016
	Iteration 17Q: 3 clusters Score -722832.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -722834.062500 Penalty: 2891.791016
	Iteration 18Q: 3 clusters Score -722834.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -722832.312500 Penalty: 2891.791016
	Iteration 19Q: 3 clusters Score -722832.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -722832.312500 Penalty: 2891.791016
	Iteration 20F: 3 clusters Score -722832.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 22177 members 
Mstep: Class 3 contains 178425 members 
Mstep: Class 4 contains 31934 members 
Mstep: Class 5 contains 22406 members 
Mstep: Class 6 contains 9887 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 2965 members 
Mstep: Class 9 contains 5578 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 92102 members 
Mstep: Class 12 contains 13700 members 
Mstep: Class 13 contains 30674 members 
Mstep: Class 14 contains 13847 members 
Mstep: Class 15 contains 2216 members 
Mstep: Class 16 contains 92554 members 
Mstep: Class 17 contains 8593 members 
Mstep: Class 18 contains 20062 members 
Mstep: Class 19 contains 7562 members 
Mstep: Class 20 contains 7061 members 
Mstep: Class 21 contains 2806 members 
Mstep: Class 22 contains 10840 members 
Mstep: Class 23 contains 32845 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 3380 members 
Mstep: Class 26 contains 12888 members 
Mstep: Class 27 contains 5100 members 
Entering Unmasked Estep 
Score: -65891044.000000 Penalty: 58666.816406
Splitting cluster 15 changes total score from -65869332.000000 to -65891044.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (92554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92554 members 
Entering Unmasked Estep 
Score: -10049527.000000 Penalty: 1858.276489
	Iteration 0F: 2 clusters Score -1.004953e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -9987763.000000 Penalty: 3716.552979
	Iteration 0F: 3 clusters Score -9987763 nChanged 44112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -10013020.000000 Penalty: 3716.552979
	Iteration 1F: 3 clusters Score -1.001302e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -10013394.000000 Penalty: 3716.552979
	Iteration 2Q: 3 clusters Score -1.001339e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
Score: -10013860.000000 Penalty: 3716.552979
	Iteration 3Q: 3 clusters Score -1.001386e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -10014609.000000 Penalty: 3716.552979
	Iteration 4Q: 3 clusters Score -1.001461e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -10015752.000000 Penalty: 3716.552979
	Iteration 5Q: 3 clusters Score -1.001575e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 58325 members 
Entering Unmasked Estep 
Score: -10017857.000000 Penalty: 3716.552979
	Iteration 6Q: 3 clusters Score -1.001786e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 64345 members 
Entering Unmasked Estep 
Score: -10021683.000000 Penalty: 3716.552979
	Iteration 7F: 3 clusters Score -1.002168e+07 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 72083 members 
Entering Unmasked Estep 
Score: -10028024.000000 Penalty: 3716.552979
	Iteration 8F: 3 clusters Score -1.002802e+07 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 80344 members 
Entering Unmasked Estep 
Score: -10035964.000000 Penalty: 3716.552979
	Iteration 9F: 3 clusters Score -1.003596e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 86878 members 
Entering Unmasked Estep 
Score: -10042321.000000 Penalty: 3716.552979
	Iteration 10F: 3 clusters Score -1.004232e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 90440 members 
Entering Unmasked Estep 
Score: -10045939.000000 Penalty: 3716.552979
	Iteration 11Q: 3 clusters Score -1.004594e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 91814 members 
Entering Unmasked Estep 
Score: -10047225.000000 Penalty: 3716.552979
	Iteration 12Q: 3 clusters Score -1.004722e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 92239 members 
Entering Unmasked Estep 
Score: -10047616.000000 Penalty: 3716.552979
	Iteration 13Q: 3 clusters Score -1.004762e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 92349 members 
Entering Unmasked Estep 
Score: -10047739.000000 Penalty: 3716.552979
	Iteration 14Q: 3 clusters Score -1.004774e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 92375 members 
Entering Unmasked Estep 
Score: -10047796.000000 Penalty: 3716.552979
	Iteration 15Q: 3 clusters Score -1.00478e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 92388 members 
Entering Unmasked Estep 
Score: -10047830.000000 Penalty: 3716.552979
	Iteration 16Q: 3 clusters Score -1.004783e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 92389 members 
Entering Unmasked Estep 
Score: -10047855.000000 Penalty: 3716.552979
	Iteration 17Q: 3 clusters Score -1.004786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 92385 members 
Entering Unmasked Estep 
Score: -10047872.000000 Penalty: 3716.552979
	Iteration 18Q: 3 clusters Score -1.004787e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 92385 members 
Entering Unmasked Estep 
Score: -10047885.000000 Penalty: 3716.552979
	Iteration 19Q: 3 clusters Score -1.004788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 92388 members 
Entering Unmasked Estep 
Score: -10047884.000000 Penalty: 3716.552979
	Iteration 20F: 3 clusters Score -1.004788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 92390 members 
Entering Unmasked Estep 
Score: -10047894.000000 Penalty: 3716.552979
	Iteration 21Q: 3 clusters Score -1.004789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 92390 members 
Entering Unmasked Estep 
Score: -10047903.000000 Penalty: 3716.552979
	Iteration 22Q: 3 clusters Score -1.00479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 92388 members 
Entering Unmasked Estep 
Score: -10047897.000000 Penalty: 3716.552979
	Iteration 23Q: 3 clusters Score -1.00479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 92390 members 
Entering Unmasked Estep 
Score: -10047897.000000 Penalty: 3716.552979
	Iteration 24Q: 3 clusters Score -1.00479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 92389 members 
Entering Unmasked Estep 
Score: -10047908.000000 Penalty: 3716.552979
	Iteration 25Q: 3 clusters Score -1.004791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 92389 members 
Entering Unmasked Estep 
Score: -10047905.000000 Penalty: 3716.552979
	Iteration 26Q: 3 clusters Score -1.00479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 92389 members 
Entering Unmasked Estep 
Score: -10047905.000000 Penalty: 3716.552979
	Iteration 27F: 3 clusters Score -1.00479e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Entering Unmasked Estep 
Score: -922766.500000 Penalty: 1472.039307
	Iteration 0F: 2 clusters Score -922766.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -916578.625000 Penalty: 2944.078613
	Iteration 0F: 3 clusters Score -916578.6 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -918460.562500 Penalty: 2944.078613
	Iteration 1F: 3 clusters Score -918460.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -918691.187500 Penalty: 2944.078613
	Iteration 2F: 3 clusters Score -918691.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -918886.562500 Penalty: 2944.078613
	Iteration 3Q: 3 clusters Score -918886.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -919066.812500 Penalty: 2944.078613
	Iteration 4Q: 3 clusters Score -919066.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -919245.125000 Penalty: 2944.078613
	Iteration 5Q: 3 clusters Score -919245.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -919423.187500 Penalty: 2944.078613
	Iteration 6Q: 3 clusters Score -919423.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -919606.250000 Penalty: 2944.078613
	Iteration 7Q: 3 clusters Score -919606.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -919805.125000 Penalty: 2944.078613
	Iteration 8Q: 3 clusters Score -919805.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -919973.250000 Penalty: 2944.078613
	Iteration 9Q: 3 clusters Score -919973.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -920131.812500 Penalty: 2944.078613
	Iteration 10Q: 3 clusters Score -920131.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -920286.500000 Penalty: 2944.078613
	Iteration 11Q: 3 clusters Score -920286.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -920426.375000 Penalty: 2944.078613
	Iteration 12Q: 3 clusters Score -920426.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -920554.812500 Penalty: 2944.078613
	Iteration 13Q: 3 clusters Score -920554.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -920653.312500 Penalty: 2944.078613
	Iteration 14Q: 3 clusters Score -920653.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -920739.937500 Penalty: 2944.078613
	Iteration 15Q: 3 clusters Score -920739.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -920799.000000 Penalty: 2944.078613
	Iteration 16Q: 3 clusters Score -920799 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -920849.937500 Penalty: 2944.078613
	Iteration 17Q: 3 clusters Score -920849.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -920879.375000 Penalty: 2944.078613
	Iteration 18Q: 3 clusters Score -920879.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -920908.875000 Penalty: 2944.078613
	Iteration 19Q: 3 clusters Score -920908.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -920925.625000 Penalty: 2944.078613
	Iteration 20F: 3 clusters Score -920925.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -920941.312500 Penalty: 2944.078613
	Iteration 21Q: 3 clusters Score -920941.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -920958.187500 Penalty: 2944.078613
	Iteration 22Q: 3 clusters Score -920958.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -920970.687500 Penalty: 2944.078613
	Iteration 23Q: 3 clusters Score -920970.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -920983.437500 Penalty: 2944.078613
	Iteration 24Q: 3 clusters Score -920983.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -920993.062500 Penalty: 2944.078613
	Iteration 25Q: 3 clusters Score -920993.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -921000.062500 Penalty: 2944.078613
	Iteration 26Q: 3 clusters Score -921000.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -921009.875000 Penalty: 2944.078613
	Iteration 27Q: 3 clusters Score -921009.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -921011.875000 Penalty: 2944.078613
	Iteration 28Q: 3 clusters Score -921011.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -921017.750000 Penalty: 2944.078613
	Iteration 29Q: 3 clusters Score -921017.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -921023.562500 Penalty: 2944.078613
	Iteration 30Q: 3 clusters Score -921023.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -921029.125000 Penalty: 2944.078613
	Iteration 31Q: 3 clusters Score -921029.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -921034.062500 Penalty: 2944.078613
	Iteration 32Q: 3 clusters Score -921034.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -921038.000000 Penalty: 2944.078613
	Iteration 33Q: 3 clusters Score -921038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -921040.937500 Penalty: 2944.078613
	Iteration 34Q: 3 clusters Score -921040.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -921044.250000 Penalty: 2944.078613
	Iteration 35Q: 3 clusters Score -921044.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -921050.562500 Penalty: 2944.078613
	Iteration 36Q: 3 clusters Score -921050.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -921053.812500 Penalty: 2944.078613
	Iteration 37Q: 3 clusters Score -921053.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -921059.875000 Penalty: 2944.078613
	Iteration 38Q: 3 clusters Score -921059.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -921065.250000 Penalty: 2944.078613
	Iteration 39Q: 3 clusters Score -921065.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -921067.062500 Penalty: 2944.078613
	Iteration 40F: 3 clusters Score -921067.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -921068.187500 Penalty: 2944.078613
	Iteration 41Q: 3 clusters Score -921068.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -921068.125000 Penalty: 2944.078613
	Iteration 42Q: 3 clusters Score -921068.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -921069.187500 Penalty: 2944.078613
	Iteration 43Q: 3 clusters Score -921069.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -921070.062500 Penalty: 2944.078613
	Iteration 44Q: 3 clusters Score -921070.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -921070.625000 Penalty: 2944.078613
	Iteration 45Q: 3 clusters Score -921070.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -921071.375000 Penalty: 2944.078613
	Iteration 46Q: 3 clusters Score -921071.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -921073.937500 Penalty: 2944.078613
	Iteration 47Q: 3 clusters Score -921073.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -921073.875000 Penalty: 2944.078613
	Iteration 48Q: 3 clusters Score -921073.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -921073.375000 Penalty: 2944.078613
	Iteration 49Q: 3 clusters Score -921073.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -921072.437500 Penalty: 2944.078613
	Iteration 50Q: 3 clusters Score -921072.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -921075.250000 Penalty: 2944.078613
	Iteration 51Q: 3 clusters Score -921075.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -921075.562500 Penalty: 2944.078613
	Iteration 52Q: 3 clusters Score -921075.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -921075.750000 Penalty: 2944.078613
	Iteration 53Q: 3 clusters Score -921075.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -921076.625000 Penalty: 2944.078613
	Iteration 54Q: 3 clusters Score -921076.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -921076.000000 Penalty: 2944.078613
	Iteration 55Q: 3 clusters Score -921076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -921076.875000 Penalty: 2944.078613
	Iteration 56Q: 3 clusters Score -921076.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -921078.375000 Penalty: 2944.078613
	Iteration 57Q: 3 clusters Score -921078.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -921078.062500 Penalty: 2944.078613
	Iteration 58Q: 3 clusters Score -921078.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -921078.125000 Penalty: 2944.078613
	Iteration 59Q: 3 clusters Score -921078.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -921079.250000 Penalty: 2944.078613
	Iteration 60F: 3 clusters Score -921079.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -921079.937500 Penalty: 2944.078613
	Iteration 61Q: 3 clusters Score -921079.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -921082.875000 Penalty: 2944.078613
	Iteration 62Q: 3 clusters Score -921082.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -921081.000000 Penalty: 2944.078613
	Iteration 63Q: 3 clusters Score -921081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -921081.375000 Penalty: 2944.078613
	Iteration 64Q: 3 clusters Score -921081.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -921082.187500 Penalty: 2944.078613
	Iteration 65Q: 3 clusters Score -921082.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -921083.375000 Penalty: 2944.078613
	Iteration 66Q: 3 clusters Score -921083.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -921081.875000 Penalty: 2944.078613
	Iteration 67Q: 3 clusters Score -921081.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -921083.062500 Penalty: 2944.078613
	Iteration 68Q: 3 clusters Score -921083.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -921084.187500 Penalty: 2944.078613
	Iteration 69Q: 3 clusters Score -921084.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -921084.875000 Penalty: 2944.078613
	Iteration 70Q: 3 clusters Score -921084.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -921085.375000 Penalty: 2944.078613
	Iteration 71Q: 3 clusters Score -921085.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -921086.125000 Penalty: 2944.078613
	Iteration 72Q: 3 clusters Score -921086.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -921086.125000 Penalty: 2944.078613
	Iteration 73F: 3 clusters Score -921086.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Entering Unmasked Estep 
Score: -2107057.500000 Penalty: 1609.819702
	Iteration 0F: 2 clusters Score -2107058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2093385.250000 Penalty: 3219.639404
	Iteration 0F: 3 clusters Score -2093385 nChanged 9034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2098566.750000 Penalty: 3219.639404
	Iteration 1F: 3 clusters Score -2098567 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2099144.000000 Penalty: 3219.639404
	Iteration 2F: 3 clusters Score -2099144 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2099833.750000 Penalty: 3219.639404
	Iteration 3F: 3 clusters Score -2099834 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2100610.500000 Penalty: 3219.639404
	Iteration 4F: 3 clusters Score -2100610 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2101521.250000 Penalty: 3219.639404
	Iteration 5F: 3 clusters Score -2101521 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2102514.000000 Penalty: 3219.639404
	Iteration 6F: 3 clusters Score -2102514 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2103495.250000 Penalty: 3219.639404
	Iteration 7F: 3 clusters Score -2103495 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2104370.000000 Penalty: 3219.639404
	Iteration 8Q: 3 clusters Score -2104370 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2104980.750000 Penalty: 3219.639404
	Iteration 9Q: 3 clusters Score -2104981 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2105302.250000 Penalty: 3219.639404
	Iteration 10Q: 3 clusters Score -2105302 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2105471.250000 Penalty: 3219.639404
	Iteration 11Q: 3 clusters Score -2105471 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2105595.500000 Penalty: 3219.639404
	Iteration 12Q: 3 clusters Score -2105596 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2105691.500000 Penalty: 3219.639404
	Iteration 13Q: 3 clusters Score -2105692 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2105764.500000 Penalty: 3219.639404
	Iteration 14Q: 3 clusters Score -2105764 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2105821.250000 Penalty: 3219.639404
	Iteration 15Q: 3 clusters Score -2105821 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2105853.500000 Penalty: 3219.639404
	Iteration 16Q: 3 clusters Score -2105854 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2105875.750000 Penalty: 3219.639404
	Iteration 17Q: 3 clusters Score -2105876 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2105898.250000 Penalty: 3219.639404
	Iteration 18Q: 3 clusters Score -2105898 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2105905.750000 Penalty: 3219.639404
	Iteration 19Q: 3 clusters Score -2105906 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2105920.250000 Penalty: 3219.639404
	Iteration 20F: 3 clusters Score -2105920 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2105932.500000 Penalty: 3219.639404
	Iteration 21Q: 3 clusters Score -2105932 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2105940.000000 Penalty: 3219.639404
	Iteration 22Q: 3 clusters Score -2105940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2105940.750000 Penalty: 3219.639404
	Iteration 23Q: 3 clusters Score -2105941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2105944.750000 Penalty: 3219.639404
	Iteration 24Q: 3 clusters Score -2105945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2105949.500000 Penalty: 3219.639404
	Iteration 25Q: 3 clusters Score -2105950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2105952.250000 Penalty: 3219.639404
	Iteration 26Q: 3 clusters Score -2105952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2105953.000000 Penalty: 3219.639404
	Iteration 27Q: 3 clusters Score -2105953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -2105949.750000 Penalty: 3219.639404
	Iteration 28Q: 3 clusters Score -2105950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2105951.000000 Penalty: 3219.639404
	Iteration 29Q: 3 clusters Score -2105951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2105953.000000 Penalty: 3219.639404
	Iteration 30Q: 3 clusters Score -2105953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2105957.750000 Penalty: 3219.639404
	Iteration 31Q: 3 clusters Score -2105958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2105957.250000 Penalty: 3219.639404
	Iteration 32Q: 3 clusters Score -2105957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2105963.750000 Penalty: 3219.639404
	Iteration 33Q: 3 clusters Score -2105964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2105963.750000 Penalty: 3219.639404
	Iteration 34Q: 3 clusters Score -2105964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2105967.500000 Penalty: 3219.639404
	Iteration 35Q: 3 clusters Score -2105968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2105969.500000 Penalty: 3219.639404
	Iteration 36Q: 3 clusters Score -2105970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2105974.250000 Penalty: 3219.639404
	Iteration 37Q: 3 clusters Score -2105974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2105970.000000 Penalty: 3219.639404
	Iteration 38Q: 3 clusters Score -2105970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2105973.500000 Penalty: 3219.639404
	Iteration 39Q: 3 clusters Score -2105974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2105971.500000 Penalty: 3219.639404
	Iteration 40F: 3 clusters Score -2105972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2105973.250000 Penalty: 3219.639404
	Iteration 41Q: 3 clusters Score -2105973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2105973.750000 Penalty: 3219.639404
	Iteration 42Q: 3 clusters Score -2105974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2105972.500000 Penalty: 3219.639404
	Iteration 43Q: 3 clusters Score -2105972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2105970.500000 Penalty: 3219.639404
	Iteration 44Q: 3 clusters Score -2105970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2105968.250000 Penalty: 3219.639404
	Iteration 45Q: 3 clusters Score -2105968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2105969.500000 Penalty: 3219.639404
	Iteration 46Q: 3 clusters Score -2105970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2105969.750000 Penalty: 3219.639404
	Iteration 47Q: 3 clusters Score -2105970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2105974.500000 Penalty: 3219.639404
	Iteration 48Q: 3 clusters Score -2105974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2105975.500000 Penalty: 3219.639404
	Iteration 49Q: 3 clusters Score -2105976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -2105976.250000 Penalty: 3219.639404
	Iteration 50Q: 3 clusters Score -2105976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2105975.000000 Penalty: 3219.639404
	Iteration 51Q: 3 clusters Score -2105975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2105976.000000 Penalty: 3219.639404
	Iteration 52Q: 3 clusters Score -2105976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2105977.000000 Penalty: 3219.639404
	Iteration 53Q: 3 clusters Score -2105977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2105975.750000 Penalty: 3219.639404
	Iteration 54Q: 3 clusters Score -2105976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2105975.750000 Penalty: 3219.639404
	Iteration 55F: 3 clusters Score -2105976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Entering Unmasked Estep 
Score: -701770.625000 Penalty: 1451.269775
	Iteration 0F: 2 clusters Score -701770.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -696427.750000 Penalty: 2902.539551
	Iteration 0F: 3 clusters Score -696427.8 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -700538.687500 Penalty: 2902.539551
	Iteration 1F: 3 clusters Score -700538.7 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -703105.562500 Penalty: 2902.539551
	Iteration 2F: 3 clusters Score -703105.6 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -704773.625000 Penalty: 2902.539551
	Iteration 3F: 3 clusters Score -704773.6 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -705861.750000 Penalty: 2902.539551
	Iteration 4F: 3 clusters Score -705861.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -706499.250000 Penalty: 2902.539551
	Iteration 5F: 3 clusters Score -706499.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -707046.062500 Penalty: 2902.539551
	Iteration 6Q: 3 clusters Score -707046.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -707945.000000 Penalty: 2902.539551
	Iteration 7Q: 3 clusters Score -707945 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -708603.187500 Penalty: 2902.539551
	Iteration 8Q: 3 clusters Score -708603.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -708843.375000 Penalty: 2902.539551
	Iteration 9Q: 3 clusters Score -708843.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -709082.500000 Penalty: 2902.539551
	Iteration 10Q: 3 clusters Score -709082.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -709449.250000 Penalty: 2902.539551
	Iteration 11Q: 3 clusters Score -709449.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -710000.687500 Penalty: 2902.539551
	Iteration 12Q: 3 clusters Score -710000.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -710500.625000 Penalty: 2902.539551
	Iteration 13Q: 3 clusters Score -710500.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -710694.250000 Penalty: 2902.539551
	Iteration 14Q: 3 clusters Score -710694.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -710764.937500 Penalty: 2902.539551
	Iteration 15Q: 3 clusters Score -710764.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -710813.187500 Penalty: 2902.539551
	Iteration 16Q: 3 clusters Score -710813.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -710859.000000 Penalty: 2902.539551
	Iteration 17Q: 3 clusters Score -710859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -710875.375000 Penalty: 2902.539551
	Iteration 18Q: 3 clusters Score -710875.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -710888.562500 Penalty: 2902.539551
	Iteration 19Q: 3 clusters Score -710888.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -710929.875000 Penalty: 2902.539551
	Iteration 20F: 3 clusters Score -710929.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -710938.812500 Penalty: 2902.539551
	Iteration 21Q: 3 clusters Score -710938.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -710940.312500 Penalty: 2902.539551
	Iteration 22Q: 3 clusters Score -710940.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -710941.062500 Penalty: 2902.539551
	Iteration 23Q: 3 clusters Score -710941.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -710941.625000 Penalty: 2902.539551
	Iteration 24Q: 3 clusters Score -710941.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -710940.562500 Penalty: 2902.539551
	Iteration 25Q: 3 clusters Score -710940.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -710940.812500 Penalty: 2902.539551
	Iteration 26Q: 3 clusters Score -710940.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -710942.062500 Penalty: 2902.539551
	Iteration 27Q: 3 clusters Score -710942.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -710942.062500 Penalty: 2902.539551
	Iteration 28F: 3 clusters Score -710942.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 22177 members 
Mstep: Class 3 contains 178425 members 
Mstep: Class 4 contains 31934 members 
Mstep: Class 5 contains 22406 members 
Mstep: Class 6 contains 9887 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 2965 members 
Mstep: Class 9 contains 5578 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 92102 members 
Mstep: Class 12 contains 13700 members 
Mstep: Class 13 contains 30674 members 
Mstep: Class 14 contains 13847 members 
Mstep: Class 15 contains 2216 members 
Mstep: Class 16 contains 92554 members 
Mstep: Class 17 contains 8593 members 
Mstep: Class 18 contains 20062 members 
Mstep: Class 19 contains 5834 members 
Mstep: Class 20 contains 7061 members 
Mstep: Class 21 contains 2806 members 
Mstep: Class 22 contains 10840 members 
Mstep: Class 23 contains 32845 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 3380 members 
Mstep: Class 26 contains 12888 members 
Mstep: Class 27 contains 5100 members 
Mstep: Class 28 contains 1728 members 
Entering Unmasked Estep 
Score: -65899520.000000 Penalty: 60839.660156
Splitting cluster 19 changes total score from -65869332.000000 to -65899520.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (7061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Entering Unmasked Estep 
Score: -666108.437500 Penalty: 1440.130615
	Iteration 0F: 2 clusters Score -666108.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -660868.187500 Penalty: 2880.261230
	Iteration 0F: 3 clusters Score -660868.2 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -662801.937500 Penalty: 2880.261230
	Iteration 1F: 3 clusters Score -662801.9 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -663449.500000 Penalty: 2880.261230
	Iteration 2F: 3 clusters Score -663449.5 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -663987.562500 Penalty: 2880.261230
	Iteration 3F: 3 clusters Score -663987.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -664430.187500 Penalty: 2880.261230
	Iteration 4F: 3 clusters Score -664430.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -664876.937500 Penalty: 2880.261230
	Iteration 5F: 3 clusters Score -664876.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -665246.750000 Penalty: 2880.261230
	Iteration 6F: 3 clusters Score -665246.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -665563.562500 Penalty: 2880.261230
	Iteration 7Q: 3 clusters Score -665563.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -665833.312500 Penalty: 2880.261230
	Iteration 8Q: 3 clusters Score -665833.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -666026.562500 Penalty: 2880.261230
	Iteration 9Q: 3 clusters Score -666026.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -666220.375000 Penalty: 2880.261230
	Iteration 10Q: 3 clusters Score -666220.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -666349.062500 Penalty: 2880.261230
	Iteration 11Q: 3 clusters Score -666349.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -666412.687500 Penalty: 2880.261230
	Iteration 12Q: 3 clusters Score -666412.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -666450.437500 Penalty: 2880.261230
	Iteration 13Q: 3 clusters Score -666450.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -666479.375000 Penalty: 2880.261230
	Iteration 14Q: 3 clusters Score -666479.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -666492.562500 Penalty: 2880.261230
	Iteration 15Q: 3 clusters Score -666492.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -666500.125000 Penalty: 2880.261230
	Iteration 16Q: 3 clusters Score -666500.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -666503.312500 Penalty: 2880.261230
	Iteration 17Q: 3 clusters Score -666503.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -666507.312500 Penalty: 2880.261230
	Iteration 18Q: 3 clusters Score -666507.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -666512.625000 Penalty: 2880.261230
	Iteration 19Q: 3 clusters Score -666512.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -666514.562500 Penalty: 2880.261230
	Iteration 20F: 3 clusters Score -666514.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -666517.812500 Penalty: 2880.261230
	Iteration 21Q: 3 clusters Score -666517.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -666519.062500 Penalty: 2880.261230
	Iteration 22Q: 3 clusters Score -666519.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -666518.625000 Penalty: 2880.261230
	Iteration 23Q: 3 clusters Score -666518.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -666519.750000 Penalty: 2880.261230
	Iteration 24Q: 3 clusters Score -666519.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -666518.562500 Penalty: 2880.261230
	Iteration 25Q: 3 clusters Score -666518.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -666520.250000 Penalty: 2880.261230
	Iteration 26Q: 3 clusters Score -666520.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -666520.875000 Penalty: 2880.261230
	Iteration 27Q: 3 clusters Score -666520.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -666520.250000 Penalty: 2880.261230
	Iteration 28Q: 3 clusters Score -666520.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -666520.562500 Penalty: 2880.261230
	Iteration 29Q: 3 clusters Score -666520.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -666520.187500 Penalty: 2880.261230
	Iteration 30Q: 3 clusters Score -666520.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -666519.875000 Penalty: 2880.261230
	Iteration 31Q: 3 clusters Score -666519.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -666521.062500 Penalty: 2880.261230
	Iteration 32Q: 3 clusters Score -666521.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -666520.687500 Penalty: 2880.261230
	Iteration 33Q: 3 clusters Score -666520.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -666520.875000 Penalty: 2880.261230
	Iteration 34Q: 3 clusters Score -666520.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -666520.875000 Penalty: 2880.261230
	Iteration 35F: 3 clusters Score -666520.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 22177 members 
Mstep: Class 3 contains 178425 members 
Mstep: Class 4 contains 31934 members 
Mstep: Class 5 contains 22406 members 
Mstep: Class 6 contains 9887 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 2965 members 
Mstep: Class 9 contains 5578 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 92102 members 
Mstep: Class 12 contains 13700 members 
Mstep: Class 13 contains 30674 members 
Mstep: Class 14 contains 13847 members 
Mstep: Class 15 contains 2216 members 
Mstep: Class 16 contains 92554 members 
Mstep: Class 17 contains 8593 members 
Mstep: Class 18 contains 20062 members 
Mstep: Class 19 contains 5834 members 
Mstep: Class 20 contains 4216 members 
Mstep: Class 21 contains 2806 members 
Mstep: Class 22 contains 10840 members 
Mstep: Class 23 contains 32845 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 3380 members 
Mstep: Class 26 contains 12888 members 
Mstep: Class 27 contains 5100 members 
Mstep: Class 28 contains 1728 members 
Mstep: Class 29 contains 2845 members 
Entering Unmasked Estep 
Score: -65899192.000000 Penalty: 63012.507812
Splitting cluster 20 changes total score from -65869332.000000 to -65899192.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 22177 members 
Mstep: Class 3 contains 178425 members 
Mstep: Class 4 contains 31934 members 
Mstep: Class 5 contains 22406 members 
Mstep: Class 6 contains 9887 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 2965 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 92102 members 
Mstep: Class 12 contains 13700 members 
Mstep: Class 13 contains 30674 members 
Mstep: Class 14 contains 13847 members 
Mstep: Class 15 contains 2216 members 
Mstep: Class 16 contains 92554 members 
Mstep: Class 17 contains 8593 members 
Mstep: Class 18 contains 20062 members 
Mstep: Class 19 contains 5834 members 
Mstep: Class 20 contains 4216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65906208.000000 Penalty: 63012.507812
Iteration 39Q: 30 clusters Score -6.590621e+07 nChanged 13127
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 22500 members 
Mstep: Class 3 contains 177438 members 
Mstep: Class 4 contains 31705 members 
Mstep: Class 5 contains 22664 members 
Mstep: Class 6 contains 10285 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 3246 members 
Mstep: Class 9 contains 5525 members 
Mstep: Class 10 contains 1809 members 
Mstep: Class 11 contains 89923 members 
Mstep: Class 12 contains 13798 members 
Mstep: Class 13 contains 31803 members 
Mstep: Class 14 contains 14102 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 93825 members 
Mstep: Class 17 contains 8844 members 
Mstep: Class 18 contains 20168 members 
Mstep: Class 19 contains 6176 members 
Mstep: Class 20 contains 4607 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 10688 members 
Mstep: Class 23 contains 32109 members 
Mstep: Class 24 contains 411 members 
Mstep: Class 25 contains 2952 members 
Mstep: Class 26 contains 12333 members 
Mstep: Class 27 contains 4941 members 
Mstep: Class 28 contains 1605 members 
Mstep: Class 29 contains 2711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65913984.000000 Penalty: 63012.507812
Iteration 40F: 30 clusters Score -6.591398e+07 nChanged 10056
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 22527 members 
Mstep: Class 3 contains 176717 members 
Mstep: Class 4 contains 31509 members 
Mstep: Class 5 contains 22676 members 
Mstep: Class 6 contains 10489 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 3305 members 
Mstep: Class 9 contains 5546 members 
Mstep: Class 10 contains 1626 members 
Mstep: Class 11 contains 87398 members 
Mstep: Class 12 contains 13805 members 
Mstep: Class 13 contains 31465 members 
Mstep: Class 14 contains 14153 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 95163 members 
Mstep: Class 17 contains 9071 members 
Mstep: Class 18 contains 20090 members 
Mstep: Class 19 contains 6285 members 
Mstep: Class 20 contains 4912 members 
Mstep: Class 21 contains 2896 members 
Mstep: Class 22 contains 12183 members 
Mstep: Class 23 contains 31900 members 
Mstep: Class 24 contains 449 members 
Mstep: Class 25 contains 2970 members 
Mstep: Class 26 contains 12196 members 
Mstep: Class 27 contains 4963 members 
Mstep: Class 28 contains 1568 members 
Mstep: Class 29 contains 3161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65917676.000000 Penalty: 63012.507812
Iteration 41Q: 30 clusters Score -6.591768e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 22528 members 
Mstep: Class 3 contains 176400 members 
Mstep: Class 4 contains 31304 members 
Mstep: Class 5 contains 22723 members 
Mstep: Class 6 contains 10671 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 3367 members 
Mstep: Class 9 contains 5578 members 
Mstep: Class 10 contains 1521 members 
Mstep: Class 11 contains 85163 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 31175 members 
Mstep: Class 14 contains 14270 members 
Mstep: Class 15 contains 2313 members 
Mstep: Class 16 contains 96392 members 
Mstep: Class 17 contains 9346 members 
Mstep: Class 18 contains 20033 members 
Mstep: Class 19 contains 6425 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 2932 members 
Mstep: Class 22 contains 13130 members 
Mstep: Class 23 contains 31679 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 2934 members 
Mstep: Class 26 contains 12011 members 
Mstep: Class 27 contains 4960 members 
Mstep: Class 28 contains 1555 members 
Mstep: Class 29 contains 3463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65919840.000000 Penalty: 63012.507812
Iteration 42Q: 30 clusters Score -6.591984e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 22520 members 
Mstep: Class 3 contains 176097 members 
Mstep: Class 4 contains 31143 members 
Mstep: Class 5 contains 22774 members 
Mstep: Class 6 contains 10848 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 3406 members 
Mstep: Class 9 contains 5611 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 83033 members 
Mstep: Class 12 contains 13919 members 
Mstep: Class 13 contains 30960 members 
Mstep: Class 14 contains 14406 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 97656 members 
Mstep: Class 17 contains 9610 members 
Mstep: Class 18 contains 20037 members 
Mstep: Class 19 contains 6519 members 
Mstep: Class 20 contains 5384 members 
Mstep: Class 21 contains 2963 members 
Mstep: Class 22 contains 13918 members 
Mstep: Class 23 contains 31453 members 
Mstep: Class 24 contains 478 members 
Mstep: Class 25 contains 2875 members 
Mstep: Class 26 contains 11907 members 
Mstep: Class 27 contains 4974 members 
Mstep: Class 28 contains 1549 members 
Mstep: Class 29 contains 3677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65921464.000000 Penalty: 63012.507812
Iteration 43Q: 30 clusters Score -6.592146e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 22533 members 
Mstep: Class 3 contains 175860 members 
Mstep: Class 4 contains 30973 members 
Mstep: Class 5 contains 22828 members 
Mstep: Class 6 contains 11018 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 3414 members 
Mstep: Class 9 contains 5651 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 80994 members 
Mstep: Class 12 contains 13999 members 
Mstep: Class 13 contains 30775 members 
Mstep: Class 14 contains 14513 members 
Mstep: Class 15 contains 2320 members 
Mstep: Class 16 contains 98901 members 
Mstep: Class 17 contains 9898 members 
Mstep: Class 18 contains 20033 members 
Mstep: Class 19 contains 6562 members 
Mstep: Class 20 contains 5552 members 
Mstep: Class 21 contains 2984 members 
Mstep: Class 22 contains 14616 members 
Mstep: Class 23 contains 31260 members 
Mstep: Class 24 contains 504 members 
Mstep: Class 25 contains 2826 members 
Mstep: Class 26 contains 11840 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 1547 members 
Mstep: Class 29 contains 3844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65923416.000000 Penalty: 63012.507812
Iteration 44Q: 30 clusters Score -6.592342e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 22541 members 
Mstep: Class 3 contains 175672 members 
Mstep: Class 4 contains 30810 members 
Mstep: Class 5 contains 22886 members 
Mstep: Class 6 contains 11098 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 3428 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 1363 members 
Mstep: Class 11 contains 79014 members 
Mstep: Class 12 contains 14084 members 
Mstep: Class 13 contains 30630 members 
Mstep: Class 14 contains 14638 members 
Mstep: Class 15 contains 2309 members 
Mstep: Class 16 contains 100092 members 
Mstep: Class 17 contains 10214 members 
Mstep: Class 18 contains 20043 members 
Mstep: Class 19 contains 6587 members 
Mstep: Class 20 contains 5667 members 
Mstep: Class 21 contains 2998 members 
Mstep: Class 22 contains 15262 members 
Mstep: Class 23 contains 31099 members 
Mstep: Class 24 contains 533 members 
Mstep: Class 25 contains 2771 members 
Mstep: Class 26 contains 11786 members 
Mstep: Class 27 contains 4994 members 
Mstep: Class 28 contains 1544 members 
Mstep: Class 29 contains 3984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65924884.000000 Penalty: 63012.507812
Iteration 45Q: 30 clusters Score -6.592488e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 22543 members 
Mstep: Class 3 contains 175490 members 
Mstep: Class 4 contains 30656 members 
Mstep: Class 5 contains 22943 members 
Mstep: Class 6 contains 11160 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 3439 members 
Mstep: Class 9 contains 5730 members 
Mstep: Class 10 contains 1387 members 
Mstep: Class 11 contains 77065 members 
Mstep: Class 12 contains 14190 members 
Mstep: Class 13 contains 30482 members 
Mstep: Class 14 contains 14756 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 101233 members 
Mstep: Class 17 contains 10527 members 
Mstep: Class 18 contains 20071 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 5754 members 
Mstep: Class 21 contains 3003 members 
Mstep: Class 22 contains 15890 members 
Mstep: Class 23 contains 30941 members 
Mstep: Class 24 contains 570 members 
Mstep: Class 25 contains 2729 members 
Mstep: Class 26 contains 11726 members 
Mstep: Class 27 contains 5014 members 
Mstep: Class 28 contains 1542 members 
Mstep: Class 29 contains 4134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65926636.000000 Penalty: 63012.507812
Iteration 46Q: 30 clusters Score -6.592664e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 22559 members 
Mstep: Class 3 contains 175336 members 
Mstep: Class 4 contains 30526 members 
Mstep: Class 5 contains 23002 members 
Mstep: Class 6 contains 11225 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 3453 members 
Mstep: Class 9 contains 5761 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 75148 members 
Mstep: Class 12 contains 14304 members 
Mstep: Class 13 contains 30333 members 
Mstep: Class 14 contains 14897 members 
Mstep: Class 15 contains 2291 members 
Mstep: Class 16 contains 102337 members 
Mstep: Class 17 contains 10878 members 
Mstep: Class 18 contains 20074 members 
Mstep: Class 19 contains 6594 members 
Mstep: Class 20 contains 5824 members 
Mstep: Class 21 contains 3005 members 
Mstep: Class 22 contains 16432 members 
Mstep: Class 23 contains 30776 members 
Mstep: Class 24 contains 603 members 
Mstep: Class 25 contains 2687 members 
Mstep: Class 26 contains 11663 members 
Mstep: Class 27 contains 5031 members 
Mstep: Class 28 contains 1543 members 
Mstep: Class 29 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65927748.000000 Penalty: 63012.507812
Iteration 47Q: 30 clusters Score -6.592775e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 22567 members 
Mstep: Class 3 contains 175165 members 
Mstep: Class 4 contains 30414 members 
Mstep: Class 5 contains 23045 members 
Mstep: Class 6 contains 11271 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 3449 members 
Mstep: Class 9 contains 5785 members 
Mstep: Class 10 contains 1431 members 
Mstep: Class 11 contains 73173 members 
Mstep: Class 12 contains 14408 members 
Mstep: Class 13 contains 30225 members 
Mstep: Class 14 contains 15043 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 103463 members 
Mstep: Class 17 contains 11269 members 
Mstep: Class 18 contains 20078 members 
Mstep: Class 19 contains 6593 members 
Mstep: Class 20 contains 5888 members 
Mstep: Class 21 contains 3008 members 
Mstep: Class 22 contains 16882 members 
Mstep: Class 23 contains 30627 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 2655 members 
Mstep: Class 26 contains 11604 members 
Mstep: Class 27 contains 5055 members 
Mstep: Class 28 contains 1542 members 
Mstep: Class 29 contains 4427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65928760.000000 Penalty: 63012.507812
Iteration 48Q: 30 clusters Score -6.592876e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 22572 members 
Mstep: Class 3 contains 175022 members 
Mstep: Class 4 contains 30302 members 
Mstep: Class 5 contains 23109 members 
Mstep: Class 6 contains 11320 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 3443 members 
Mstep: Class 9 contains 5798 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 71192 members 
Mstep: Class 12 contains 14526 members 
Mstep: Class 13 contains 30103 members 
Mstep: Class 14 contains 15138 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 104598 members 
Mstep: Class 17 contains 11668 members 
Mstep: Class 18 contains 20097 members 
Mstep: Class 19 contains 6591 members 
Mstep: Class 20 contains 5952 members 
Mstep: Class 21 contains 3017 members 
Mstep: Class 22 contains 17260 members 
Mstep: Class 23 contains 30481 members 
Mstep: Class 24 contains 719 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 11541 members 
Mstep: Class 27 contains 5071 members 
Mstep: Class 28 contains 1542 members 
Mstep: Class 29 contains 4561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65929748.000000 Penalty: 63012.507812
Iteration 49Q: 30 clusters Score -6.592975e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 22554 members 
Mstep: Class 3 contains 174889 members 
Mstep: Class 4 contains 30213 members 
Mstep: Class 5 contains 23183 members 
Mstep: Class 6 contains 11378 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 3437 members 
Mstep: Class 9 contains 5805 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 69208 members 
Mstep: Class 12 contains 14630 members 
Mstep: Class 13 contains 30029 members 
Mstep: Class 14 contains 15225 members 
Mstep: Class 15 contains 2258 members 
Mstep: Class 16 contains 105716 members 
Mstep: Class 17 contains 12082 members 
Mstep: Class 18 contains 20111 members 
Mstep: Class 19 contains 6585 members 
Mstep: Class 20 contains 6017 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 17565 members 
Mstep: Class 23 contains 30359 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 2601 members 
Mstep: Class 26 contains 11486 members 
Mstep: Class 27 contains 5088 members 
Mstep: Class 28 contains 1544 members 
Mstep: Class 29 contains 4701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65930388.000000 Penalty: 63012.507812
Iteration 50Q: 30 clusters Score -6.593039e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 22542 members 
Mstep: Class 3 contains 174732 members 
Mstep: Class 4 contains 30106 members 
Mstep: Class 5 contains 23278 members 
Mstep: Class 6 contains 11426 members 
Mstep: Class 7 contains 261 members 
Mstep: Class 8 contains 3422 members 
Mstep: Class 9 contains 5815 members 
Mstep: Class 10 contains 1495 members 
Mstep: Class 11 contains 67193 members 
Mstep: Class 12 contains 14697 members 
Mstep: Class 13 contains 30011 members 
Mstep: Class 14 contains 15342 members 
Mstep: Class 15 contains 2255 members 
Mstep: Class 16 contains 106828 members 
Mstep: Class 17 contains 12520 members 
Mstep: Class 18 contains 20118 members 
Mstep: Class 19 contains 6579 members 
Mstep: Class 20 contains 6061 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 17841 members 
Mstep: Class 23 contains 30263 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 2596 members 
Mstep: Class 26 contains 11448 members 
Mstep: Class 27 contains 5103 members 
Mstep: Class 28 contains 1542 members 
Mstep: Class 29 contains 4838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65931496.000000 Penalty: 63012.507812
Iteration 51Q: 30 clusters Score -6.59315e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 22531 members 
Mstep: Class 3 contains 174566 members 
Mstep: Class 4 contains 30034 members 
Mstep: Class 5 contains 23384 members 
Mstep: Class 6 contains 11471 members 
Mstep: Class 7 contains 264 members 
Mstep: Class 8 contains 3415 members 
Mstep: Class 9 contains 5821 members 
Mstep: Class 10 contains 1514 members 
Mstep: Class 11 contains 65231 members 
Mstep: Class 12 contains 14728 members 
Mstep: Class 13 contains 30052 members 
Mstep: Class 14 contains 15482 members 
Mstep: Class 15 contains 2261 members 
Mstep: Class 16 contains 107916 members 
Mstep: Class 17 contains 12940 members 
Mstep: Class 18 contains 20133 members 
Mstep: Class 19 contains 6572 members 
Mstep: Class 20 contains 6090 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 18063 members 
Mstep: Class 23 contains 30170 members 
Mstep: Class 24 contains 809 members 
Mstep: Class 25 contains 2585 members 
Mstep: Class 26 contains 11410 members 
Mstep: Class 27 contains 5118 members 
Mstep: Class 28 contains 1541 members 
Mstep: Class 29 contains 4942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65932280.000000 Penalty: 63012.507812
Iteration 52Q: 30 clusters Score -6.593228e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 22516 members 
Mstep: Class 3 contains 174426 members 
Mstep: Class 4 contains 29943 members 
Mstep: Class 5 contains 23482 members 
Mstep: Class 6 contains 11530 members 
Mstep: Class 7 contains 264 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 5821 members 
Mstep: Class 10 contains 1538 members 
Mstep: Class 11 contains 63318 members 
Mstep: Class 12 contains 14761 members 
Mstep: Class 13 contains 30128 members 
Mstep: Class 14 contains 15615 members 
Mstep: Class 15 contains 2265 members 
Mstep: Class 16 contains 108953 members 
Mstep: Class 17 contains 13350 members 
Mstep: Class 18 contains 20158 members 
Mstep: Class 19 contains 6570 members 
Mstep: Class 20 contains 6125 members 
Mstep: Class 21 contains 3039 members 
Mstep: Class 22 contains 18253 members 
Mstep: Class 23 contains 30075 members 
Mstep: Class 24 contains 818 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 11381 members 
Mstep: Class 27 contains 5121 members 
Mstep: Class 28 contains 1541 members 
Mstep: Class 29 contains 5073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65932760.000000 Penalty: 63012.507812
Iteration 53Q: 30 clusters Score -6.593276e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 22503 members 
Mstep: Class 3 contains 174290 members 
Mstep: Class 4 contains 29868 members 
Mstep: Class 5 contains 23576 members 
Mstep: Class 6 contains 11603 members 
Mstep: Class 7 contains 264 members 
Mstep: Class 8 contains 3401 members 
Mstep: Class 9 contains 5823 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 61405 members 
Mstep: Class 12 contains 14784 members 
Mstep: Class 13 contains 30257 members 
Mstep: Class 14 contains 15736 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 109965 members 
Mstep: Class 17 contains 13763 members 
Mstep: Class 18 contains 20170 members 
Mstep: Class 19 contains 6567 members 
Mstep: Class 20 contains 6139 members 
Mstep: Class 21 contains 3047 members 
Mstep: Class 22 contains 18396 members 
Mstep: Class 23 contains 30008 members 
Mstep: Class 24 contains 823 members 
Mstep: Class 25 contains 2548 members 
Mstep: Class 26 contains 11341 members 
Mstep: Class 27 contains 5124 members 
Mstep: Class 28 contains 1541 members 
Mstep: Class 29 contains 5200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65933432.000000 Penalty: 63012.507812
Iteration 54Q: 30 clusters Score -6.593343e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 22490 members 
Mstep: Class 3 contains 174163 members 
Mstep: Class 4 contains 29814 members 
Mstep: Class 5 contains 23668 members 
Mstep: Class 6 contains 11676 members 
Mstep: Class 7 contains 264 members 
Mstep: Class 8 contains 3397 members 
Mstep: Class 9 contains 5819 members 
Mstep: Class 10 contains 1596 members 
Mstep: Class 11 contains 59539 members 
Mstep: Class 12 contains 14808 members 
Mstep: Class 13 contains 30407 members 
Mstep: Class 14 contains 15852 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 110936 members 
Mstep: Class 17 contains 14161 members 
Mstep: Class 18 contains 20198 members 
Mstep: Class 19 contains 6567 members 
Mstep: Class 20 contains 6141 members 
Mstep: Class 21 contains 3048 members 
Mstep: Class 22 contains 18539 members 
Mstep: Class 23 contains 29939 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 2530 members 
Mstep: Class 26 contains 11309 members 
Mstep: Class 27 contains 5122 members 
Mstep: Class 28 contains 1540 members 
Mstep: Class 29 contains 5333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65934036.000000 Penalty: 63012.507812
Iteration 55Q: 30 clusters Score -6.593404e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 22488 members 
Mstep: Class 3 contains 174051 members 
Mstep: Class 4 contains 29734 members 
Mstep: Class 5 contains 23729 members 
Mstep: Class 6 contains 11746 members 
Mstep: Class 7 contains 264 members 
Mstep: Class 8 contains 3400 members 
Mstep: Class 9 contains 5824 members 
Mstep: Class 10 contains 1626 members 
Mstep: Class 11 contains 57781 members 
Mstep: Class 12 contains 14834 members 
Mstep: Class 13 contains 30590 members 
Mstep: Class 14 contains 15949 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 111898 members 
Mstep: Class 17 contains 14529 members 
Mstep: Class 18 contains 20205 members 
Mstep: Class 19 contains 6563 members 
Mstep: Class 20 contains 6152 members 
Mstep: Class 21 contains 3053 members 
Mstep: Class 22 contains 18653 members 
Mstep: Class 23 contains 29876 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 2509 members 
Mstep: Class 26 contains 11270 members 
Mstep: Class 27 contains 5116 members 
Mstep: Class 28 contains 1538 members 
Mstep: Class 29 contains 5457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65934516.000000 Penalty: 63012.507812
Iteration 56Q: 30 clusters Score -6.593452e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 22466 members 
Mstep: Class 3 contains 173924 members 
Mstep: Class 4 contains 29657 members 
Mstep: Class 5 contains 23813 members 
Mstep: Class 6 contains 11801 members 
Mstep: Class 7 contains 264 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 5827 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 56084 members 
Mstep: Class 12 contains 14847 members 
Mstep: Class 13 contains 30799 members 
Mstep: Class 14 contains 16063 members 
Mstep: Class 15 contains 2273 members 
Mstep: Class 16 contains 112835 members 
Mstep: Class 17 contains 14856 members 
Mstep: Class 18 contains 20208 members 
Mstep: Class 19 contains 6560 members 
Mstep: Class 20 contains 6159 members 
Mstep: Class 21 contains 3055 members 
Mstep: Class 22 contains 18759 members 
Mstep: Class 23 contains 29822 members 
Mstep: Class 24 contains 834 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 11235 members 
Mstep: Class 27 contains 5108 members 
Mstep: Class 28 contains 1537 members 
Mstep: Class 29 contains 5591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65935364.000000 Penalty: 63012.507812
Iteration 57Q: 30 clusters Score -6.593536e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 22445 members 
Mstep: Class 3 contains 173795 members 
Mstep: Class 4 contains 29569 members 
Mstep: Class 5 contains 23868 members 
Mstep: Class 6 contains 11834 members 
Mstep: Class 7 contains 264 members 
Mstep: Class 8 contains 3395 members 
Mstep: Class 9 contains 5830 members 
Mstep: Class 10 contains 1672 members 
Mstep: Class 11 contains 54444 members 
Mstep: Class 12 contains 14863 members 
Mstep: Class 13 contains 31077 members 
Mstep: Class 14 contains 16206 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 113734 members 
Mstep: Class 17 contains 15161 members 
Mstep: Class 18 contains 20206 members 
Mstep: Class 19 contains 6559 members 
Mstep: Class 20 contains 6166 members 
Mstep: Class 21 contains 3057 members 
Mstep: Class 22 contains 18854 members 
Mstep: Class 23 contains 29778 members 
Mstep: Class 24 contains 835 members 
Mstep: Class 25 contains 2492 members 
Mstep: Class 26 contains 11184 members 
Mstep: Class 27 contains 5104 members 
Mstep: Class 28 contains 1536 members 
Mstep: Class 29 contains 5714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65935684.000000 Penalty: 63012.507812
Iteration 58Q: 30 clusters Score -6.593568e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 22439 members 
Mstep: Class 3 contains 173695 members 
Mstep: Class 4 contains 29473 members 
Mstep: Class 5 contains 23930 members 
Mstep: Class 6 contains 11850 members 
Mstep: Class 7 contains 264 members 
Mstep: Class 8 contains 3400 members 
Mstep: Class 9 contains 5832 members 
Mstep: Class 10 contains 1695 members 
Mstep: Class 11 contains 52842 members 
Mstep: Class 12 contains 14854 members 
Mstep: Class 13 contains 31363 members 
Mstep: Class 14 contains 16369 members 
Mstep: Class 15 contains 2273 members 
Mstep: Class 16 contains 114634 members 
Mstep: Class 17 contains 15431 members 
Mstep: Class 18 contains 20207 members 
Mstep: Class 19 contains 6563 members 
Mstep: Class 20 contains 6164 members 
Mstep: Class 21 contains 3060 members 
Mstep: Class 22 contains 18923 members 
Mstep: Class 23 contains 29744 members 
Mstep: Class 24 contains 835 members 
Mstep: Class 25 contains 2488 members 
Mstep: Class 26 contains 11139 members 
Mstep: Class 27 contains 5097 members 
Mstep: Class 28 contains 1535 members 
Mstep: Class 29 contains 5834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65936172.000000 Penalty: 63012.507812
Iteration 59Q: 30 clusters Score -6.593617e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 22416 members 
Mstep: Class 3 contains 173570 members 
Mstep: Class 4 contains 29390 members 
Mstep: Class 5 contains 23990 members 
Mstep: Class 6 contains 11875 members 
Mstep: Class 7 contains 264 members 
Mstep: Class 8 contains 3409 members 
Mstep: Class 9 contains 5832 members 
Mstep: Class 10 contains 1714 members 
Mstep: Class 11 contains 51307 members 
Mstep: Class 12 contains 14841 members 
Mstep: Class 13 contains 31664 members 
Mstep: Class 14 contains 16511 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 16 contains 115573 members 
Mstep: Class 17 contains 15664 members 
Mstep: Class 18 contains 20220 members 
Mstep: Class 19 contains 6564 members 
Mstep: Class 20 contains 6161 members 
Mstep: Class 21 contains 3068 members 
Mstep: Class 22 contains 18982 members 
Mstep: Class 23 contains 29707 members 
Mstep: Class 24 contains 836 members 
Mstep: Class 25 contains 2480 members 
Mstep: Class 26 contains 11095 members 
Mstep: Class 27 contains 5084 members 
Mstep: Class 28 contains 1534 members 
Mstep: Class 29 contains 5949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65937156.000000 Penalty: 63012.507812
Iteration 60F: 30 clusters Score -6.593716e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 22395 members 
Mstep: Class 3 contains 173454 members 
Mstep: Class 4 contains 29330 members 
Mstep: Class 5 contains 24031 members 
Mstep: Class 6 contains 11903 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 3427 members 
Mstep: Class 9 contains 5832 members 
Mstep: Class 10 contains 1778 members 
Mstep: Class 11 contains 49788 members 
Mstep: Class 12 contains 14829 members 
Mstep: Class 13 contains 31906 members 
Mstep: Class 14 contains 16635 members 
Mstep: Class 15 contains 2274 members 
Mstep: Class 16 contains 116461 members 
Mstep: Class 17 contains 15916 members 
Mstep: Class 18 contains 20242 members 
Mstep: Class 19 contains 6566 members 
Mstep: Class 20 contains 6157 members 
Mstep: Class 21 contains 3073 members 
Mstep: Class 22 contains 19074 members 
Mstep: Class 23 contains 29679 members 
Mstep: Class 24 contains 856 members 
Mstep: Class 25 contains 2445 members 
Mstep: Class 26 contains 11042 members 
Mstep: Class 27 contains 5058 members 
Mstep: Class 28 contains 1529 members 
Mstep: Class 29 contains 6061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65938140.000000 Penalty: 63012.507812
Iteration 61Q: 30 clusters Score -6.593814e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 22366 members 
Mstep: Class 3 contains 173328 members 
Mstep: Class 4 contains 29266 members 
Mstep: Class 5 contains 24060 members 
Mstep: Class 6 contains 11931 members 
Mstep: Class 7 contains 278 members 
Mstep: Class 8 contains 3430 members 
Mstep: Class 9 contains 5829 members 
Mstep: Class 10 contains 1853 members 
Mstep: Class 11 contains 48324 members 
Mstep: Class 12 contains 14806 members 
Mstep: Class 13 contains 32166 members 
Mstep: Class 14 contains 16792 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 117314 members 
Mstep: Class 17 contains 16182 members 
Mstep: Class 18 contains 20277 members 
Mstep: Class 19 contains 6568 members 
Mstep: Class 20 contains 6141 members 
Mstep: Class 21 contains 3072 members 
Mstep: Class 22 contains 19176 members 
Mstep: Class 23 contains 29664 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 2409 members 
Mstep: Class 26 contains 10987 members 
Mstep: Class 27 contains 5023 members 
Mstep: Class 28 contains 1525 members 
Mstep: Class 29 contains 6160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65938712.000000 Penalty: 63012.507812
Iteration 62Q: 30 clusters Score -6.593871e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 22343 members 
Mstep: Class 3 contains 173212 members 
Mstep: Class 4 contains 29202 members 
Mstep: Class 5 contains 24105 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 275 members 
Mstep: Class 8 contains 3437 members 
Mstep: Class 9 contains 5830 members 
Mstep: Class 10 contains 1912 members 
Mstep: Class 11 contains 46801 members 
Mstep: Class 12 contains 14782 members 
Mstep: Class 13 contains 32457 members 
Mstep: Class 14 contains 16946 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 118230 members 
Mstep: Class 17 contains 16420 members 
Mstep: Class 18 contains 20304 members 
Mstep: Class 19 contains 6573 members 
Mstep: Class 20 contains 6118 members 
Mstep: Class 21 contains 3073 members 
Mstep: Class 22 contains 19252 members 
Mstep: Class 23 contains 29638 members 
Mstep: Class 24 contains 872 members 
Mstep: Class 25 contains 2388 members 
Mstep: Class 26 contains 10935 members 
Mstep: Class 27 contains 4988 members 
Mstep: Class 28 contains 1521 members 
Mstep: Class 29 contains 6279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65939216.000000 Penalty: 63012.507812
Iteration 63Q: 30 clusters Score -6.593922e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 22330 members 
Mstep: Class 3 contains 173079 members 
Mstep: Class 4 contains 29166 members 
Mstep: Class 5 contains 24164 members 
Mstep: Class 6 contains 11983 members 
Mstep: Class 7 contains 275 members 
Mstep: Class 8 contains 3442 members 
Mstep: Class 9 contains 5831 members 
Mstep: Class 10 contains 1957 members 
Mstep: Class 11 contains 45361 members 
Mstep: Class 12 contains 14751 members 
Mstep: Class 13 contains 32733 members 
Mstep: Class 14 contains 17050 members 
Mstep: Class 15 contains 2284 members 
Mstep: Class 16 contains 119187 members 
Mstep: Class 17 contains 16613 members 
Mstep: Class 18 contains 20316 members 
Mstep: Class 19 contains 6572 members 
Mstep: Class 20 contains 6095 members 
Mstep: Class 21 contains 3077 members 
Mstep: Class 22 contains 19319 members 
Mstep: Class 23 contains 29617 members 
Mstep: Class 24 contains 874 members 
Mstep: Class 25 contains 2368 members 
Mstep: Class 26 contains 10902 members 
Mstep: Class 27 contains 4967 members 
Mstep: Class 28 contains 1519 members 
Mstep: Class 29 contains 6379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65939800.000000 Penalty: 63012.507812
Iteration 64Q: 30 clusters Score -6.59398e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 22307 members 
Mstep: Class 3 contains 172939 members 
Mstep: Class 4 contains 29117 members 
Mstep: Class 5 contains 24212 members 
Mstep: Class 6 contains 12009 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 3450 members 
Mstep: Class 9 contains 5833 members 
Mstep: Class 10 contains 2000 members 
Mstep: Class 11 contains 44052 members 
Mstep: Class 12 contains 14724 members 
Mstep: Class 13 contains 33022 members 
Mstep: Class 14 contains 17141 members 
Mstep: Class 15 contains 2287 members 
Mstep: Class 16 contains 120074 members 
Mstep: Class 17 contains 16799 members 
Mstep: Class 18 contains 20322 members 
Mstep: Class 19 contains 6565 members 
Mstep: Class 20 contains 6077 members 
Mstep: Class 21 contains 3079 members 
Mstep: Class 22 contains 19377 members 
Mstep: Class 23 contains 29598 members 
Mstep: Class 24 contains 874 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 10876 members 
Mstep: Class 27 contains 4945 members 
Mstep: Class 28 contains 1519 members 
Mstep: Class 29 contains 6481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65940248.000000 Penalty: 63012.507812
Iteration 65Q: 30 clusters Score -6.594025e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 22274 members 
Mstep: Class 3 contains 172816 members 
Mstep: Class 4 contains 29057 members 
Mstep: Class 5 contains 24277 members 
Mstep: Class 6 contains 12022 members 
Mstep: Class 7 contains 275 members 
Mstep: Class 8 contains 3450 members 
Mstep: Class 9 contains 5836 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 42811 members 
Mstep: Class 12 contains 14716 members 
Mstep: Class 13 contains 33316 members 
Mstep: Class 14 contains 17222 members 
Mstep: Class 15 contains 2288 members 
Mstep: Class 16 contains 120925 members 
Mstep: Class 17 contains 16964 members 
Mstep: Class 18 contains 20334 members 
Mstep: Class 19 contains 6558 members 
Mstep: Class 20 contains 6061 members 
Mstep: Class 21 contains 3082 members 
Mstep: Class 22 contains 19421 members 
Mstep: Class 23 contains 29584 members 
Mstep: Class 24 contains 877 members 
Mstep: Class 25 contains 2354 members 
Mstep: Class 26 contains 10860 members 
Mstep: Class 27 contains 4924 members 
Mstep: Class 28 contains 1519 members 
Mstep: Class 29 contains 6548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65940468.000000 Penalty: 63012.507812
Iteration 66Q: 30 clusters Score -6.594047e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 22233 members 
Mstep: Class 3 contains 172681 members 
Mstep: Class 4 contains 28997 members 
Mstep: Class 5 contains 24326 members 
Mstep: Class 6 contains 12034 members 
Mstep: Class 7 contains 275 members 
Mstep: Class 8 contains 3449 members 
Mstep: Class 9 contains 5838 members 
Mstep: Class 10 contains 2091 members 
Mstep: Class 11 contains 41628 members 
Mstep: Class 12 contains 14712 members 
Mstep: Class 13 contains 33652 members 
Mstep: Class 14 contains 17290 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 121734 members 
Mstep: Class 17 contains 17113 members 
Mstep: Class 18 contains 20357 members 
Mstep: Class 19 contains 6548 members 
Mstep: Class 20 contains 6036 members 
Mstep: Class 21 contains 3082 members 
Mstep: Class 22 contains 19459 members 
Mstep: Class 23 contains 29575 members 
Mstep: Class 24 contains 881 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 10845 members 
Mstep: Class 27 contains 4901 members 
Mstep: Class 28 contains 1517 members 
Mstep: Class 29 contains 6624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65940856.000000 Penalty: 63012.507812
Iteration 67Q: 30 clusters Score -6.594086e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 22177 members 
Mstep: Class 3 contains 172592 members 
Mstep: Class 4 contains 28949 members 
Mstep: Class 5 contains 24360 members 
Mstep: Class 6 contains 12052 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 3455 members 
Mstep: Class 9 contains 5836 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 40500 members 
Mstep: Class 12 contains 14703 members 
Mstep: Class 13 contains 33964 members 
Mstep: Class 14 contains 17370 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 122547 members 
Mstep: Class 17 contains 17232 members 
Mstep: Class 18 contains 20375 members 
Mstep: Class 19 contains 6536 members 
Mstep: Class 20 contains 6016 members 
Mstep: Class 21 contains 3092 members 
Mstep: Class 22 contains 19501 members 
Mstep: Class 23 contains 29562 members 
Mstep: Class 24 contains 881 members 
Mstep: Class 25 contains 2341 members 
Mstep: Class 26 contains 10829 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 1514 members 
Mstep: Class 29 contains 6676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65941300.000000 Penalty: 63012.507812
Iteration 68Q: 30 clusters Score -6.59413e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 22121 members 
Mstep: Class 3 contains 172500 members 
Mstep: Class 4 contains 28906 members 
Mstep: Class 5 contains 24400 members 
Mstep: Class 6 contains 12070 members 
Mstep: Class 7 contains 275 members 
Mstep: Class 8 contains 3454 members 
Mstep: Class 9 contains 5839 members 
Mstep: Class 10 contains 2175 members 
Mstep: Class 11 contains 39442 members 
Mstep: Class 12 contains 14679 members 
Mstep: Class 13 contains 34262 members 
Mstep: Class 14 contains 17456 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 123338 members 
Mstep: Class 17 contains 17325 members 
Mstep: Class 18 contains 20382 members 
Mstep: Class 19 contains 6529 members 
Mstep: Class 20 contains 6005 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 19530 members 
Mstep: Class 23 contains 29548 members 
Mstep: Class 24 contains 883 members 
Mstep: Class 25 contains 2350 members 
Mstep: Class 26 contains 10816 members 
Mstep: Class 27 contains 4826 members 
Mstep: Class 28 contains 1515 members 
Mstep: Class 29 contains 6736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65941840.000000 Penalty: 63012.507812
Iteration 69Q: 30 clusters Score -6.594184e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 22070 members 
Mstep: Class 3 contains 172412 members 
Mstep: Class 4 contains 28859 members 
Mstep: Class 5 contains 24435 members 
Mstep: Class 6 contains 12088 members 
Mstep: Class 7 contains 274 members 
Mstep: Class 8 contains 3444 members 
Mstep: Class 9 contains 5843 members 
Mstep: Class 10 contains 2248 members 
Mstep: Class 11 contains 38457 members 
Mstep: Class 12 contains 14660 members 
Mstep: Class 13 contains 34556 members 
Mstep: Class 14 contains 17514 members 
Mstep: Class 15 contains 2326 members 
Mstep: Class 16 contains 124093 members 
Mstep: Class 17 contains 17401 members 
Mstep: Class 18 contains 20390 members 
Mstep: Class 19 contains 6532 members 
Mstep: Class 20 contains 5996 members 
Mstep: Class 21 contains 3102 members 
Mstep: Class 22 contains 19558 members 
Mstep: Class 23 contains 29539 members 
Mstep: Class 24 contains 884 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 10806 members 
Mstep: Class 27 contains 4768 members 
Mstep: Class 28 contains 1511 members 
Mstep: Class 29 contains 6803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65942348.000000 Penalty: 63012.507812
Iteration 70Q: 30 clusters Score -6.594235e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 22028 members 
Mstep: Class 3 contains 172327 members 
Mstep: Class 4 contains 28826 members 
Mstep: Class 5 contains 24459 members 
Mstep: Class 6 contains 12100 members 
Mstep: Class 7 contains 274 members 
Mstep: Class 8 contains 3440 members 
Mstep: Class 9 contains 5841 members 
Mstep: Class 10 contains 2336 members 
Mstep: Class 11 contains 37609 members 
Mstep: Class 12 contains 14635 members 
Mstep: Class 13 contains 34809 members 
Mstep: Class 14 contains 17578 members 
Mstep: Class 15 contains 2333 members 
Mstep: Class 16 contains 124804 members 
Mstep: Class 17 contains 17464 members 
Mstep: Class 18 contains 20395 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 5978 members 
Mstep: Class 21 contains 3107 members 
Mstep: Class 22 contains 19583 members 
Mstep: Class 23 contains 29524 members 
Mstep: Class 24 contains 885 members 
Mstep: Class 25 contains 2368 members 
Mstep: Class 26 contains 10797 members 
Mstep: Class 27 contains 4684 members 
Mstep: Class 28 contains 1510 members 
Mstep: Class 29 contains 6854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65942900.000000 Penalty: 63012.507812
Iteration 71Q: 30 clusters Score -6.59429e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 21997 members 
Mstep: Class 3 contains 172256 members 
Mstep: Class 4 contains 28794 members 
Mstep: Class 5 contains 24473 members 
Mstep: Class 6 contains 12110 members 
Mstep: Class 7 contains 274 members 
Mstep: Class 8 contains 3439 members 
Mstep: Class 9 contains 5842 members 
Mstep: Class 10 contains 2453 members 
Mstep: Class 11 contains 36855 members 
Mstep: Class 12 contains 14609 members 
Mstep: Class 13 contains 35029 members 
Mstep: Class 14 contains 17635 members 
Mstep: Class 15 contains 2336 members 
Mstep: Class 16 contains 125473 members 
Mstep: Class 17 contains 17522 members 
Mstep: Class 18 contains 20408 members 
Mstep: Class 19 contains 6521 members 
Mstep: Class 20 contains 5976 members 
Mstep: Class 21 contains 3107 members 
Mstep: Class 22 contains 19601 members 
Mstep: Class 23 contains 29506 members 
Mstep: Class 24 contains 883 members 
Mstep: Class 25 contains 2377 members 
Mstep: Class 26 contains 10791 members 
Mstep: Class 27 contains 4572 members 
Mstep: Class 28 contains 1511 members 
Mstep: Class 29 contains 6876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65943456.000000 Penalty: 63012.507812
Iteration 72Q: 30 clusters Score -6.594346e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 21964 members 
Mstep: Class 3 contains 172189 members 
Mstep: Class 4 contains 28774 members 
Mstep: Class 5 contains 24480 members 
Mstep: Class 6 contains 12123 members 
Mstep: Class 7 contains 274 members 
Mstep: Class 8 contains 3429 members 
Mstep: Class 9 contains 5843 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 36204 members 
Mstep: Class 12 contains 14591 members 
Mstep: Class 13 contains 35227 members 
Mstep: Class 14 contains 17668 members 
Mstep: Class 15 contains 2337 members 
Mstep: Class 16 contains 126082 members 
Mstep: Class 17 contains 17572 members 
Mstep: Class 18 contains 20422 members 
Mstep: Class 19 contains 6514 members 
Mstep: Class 20 contains 5962 members 
Mstep: Class 21 contains 3111 members 
Mstep: Class 22 contains 19617 members 
Mstep: Class 23 contains 29493 members 
Mstep: Class 24 contains 884 members 
Mstep: Class 25 contains 2394 members 
Mstep: Class 26 contains 10789 members 
Mstep: Class 27 contains 4435 members 
Mstep: Class 28 contains 1511 members 
Mstep: Class 29 contains 6873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65943912.000000 Penalty: 63012.507812
Iteration 73Q: 30 clusters Score -6.594391e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 21925 members 
Mstep: Class 3 contains 172141 members 
Mstep: Class 4 contains 28760 members 
Mstep: Class 5 contains 24476 members 
Mstep: Class 6 contains 12121 members 
Mstep: Class 7 contains 274 members 
Mstep: Class 8 contains 3412 members 
Mstep: Class 9 contains 5842 members 
Mstep: Class 10 contains 2770 members 
Mstep: Class 11 contains 35617 members 
Mstep: Class 12 contains 14572 members 
Mstep: Class 13 contains 35388 members 
Mstep: Class 14 contains 17689 members 
Mstep: Class 15 contains 2352 members 
Mstep: Class 16 contains 126669 members 
Mstep: Class 17 contains 17625 members 
Mstep: Class 18 contains 20433 members 
Mstep: Class 19 contains 6515 members 
Mstep: Class 20 contains 5960 members 
Mstep: Class 21 contains 3116 members 
Mstep: Class 22 contains 19632 members 
Mstep: Class 23 contains 29481 members 
Mstep: Class 24 contains 885 members 
Mstep: Class 25 contains 2413 members 
Mstep: Class 26 contains 10786 members 
Mstep: Class 27 contains 4283 members 
Mstep: Class 28 contains 1511 members 
Mstep: Class 29 contains 6853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65944308.000000 Penalty: 63012.507812
Iteration 74Q: 30 clusters Score -6.594431e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 21895 members 
Mstep: Class 3 contains 172097 members 
Mstep: Class 4 contains 28744 members 
Mstep: Class 5 contains 24478 members 
Mstep: Class 6 contains 12120 members 
Mstep: Class 7 contains 274 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 5845 members 
Mstep: Class 10 contains 2904 members 
Mstep: Class 11 contains 35065 members 
Mstep: Class 12 contains 14548 members 
Mstep: Class 13 contains 35554 members 
Mstep: Class 14 contains 17701 members 
Mstep: Class 15 contains 2371 members 
Mstep: Class 16 contains 127207 members 
Mstep: Class 17 contains 17682 members 
Mstep: Class 18 contains 20437 members 
Mstep: Class 19 contains 6519 members 
Mstep: Class 20 contains 5951 members 
Mstep: Class 21 contains 3119 members 
Mstep: Class 22 contains 19649 members 
Mstep: Class 23 contains 29470 members 
Mstep: Class 24 contains 884 members 
Mstep: Class 25 contains 2438 members 
Mstep: Class 26 contains 10786 members 
Mstep: Class 27 contains 4162 members 
Mstep: Class 28 contains 1510 members 
Mstep: Class 29 contains 6825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65945048.000000 Penalty: 63012.507812
Iteration 75Q: 30 clusters Score -6.594505e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 21876 members 
Mstep: Class 3 contains 172027 members 
Mstep: Class 4 contains 28725 members 
Mstep: Class 5 contains 24482 members 
Mstep: Class 6 contains 12123 members 
Mstep: Class 7 contains 274 members 
Mstep: Class 8 contains 3386 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3054 members 
Mstep: Class 11 contains 34599 members 
Mstep: Class 12 contains 14522 members 
Mstep: Class 13 contains 35732 members 
Mstep: Class 14 contains 17722 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 127686 members 
Mstep: Class 17 contains 17707 members 
Mstep: Class 18 contains 20443 members 
Mstep: Class 19 contains 6519 members 
Mstep: Class 20 contains 5935 members 
Mstep: Class 21 contains 3122 members 
Mstep: Class 22 contains 19671 members 
Mstep: Class 23 contains 29466 members 
Mstep: Class 24 contains 884 members 
Mstep: Class 25 contains 2456 members 
Mstep: Class 26 contains 10783 members 
Mstep: Class 27 contains 4059 members 
Mstep: Class 28 contains 1509 members 
Mstep: Class 29 contains 6782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65945736.000000 Penalty: 63012.507812
Iteration 76Q: 30 clusters Score -6.594574e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 21851 members 
Mstep: Class 3 contains 171980 members 
Mstep: Class 4 contains 28711 members 
Mstep: Class 5 contains 24494 members 
Mstep: Class 6 contains 12126 members 
Mstep: Class 7 contains 274 members 
Mstep: Class 8 contains 3368 members 
Mstep: Class 9 contains 5840 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 34209 members 
Mstep: Class 12 contains 14492 members 
Mstep: Class 13 contains 35904 members 
Mstep: Class 14 contains 17716 members 
Mstep: Class 15 contains 2374 members 
Mstep: Class 16 contains 128080 members 
Mstep: Class 17 contains 17730 members 
Mstep: Class 18 contains 20455 members 
Mstep: Class 19 contains 6516 members 
Mstep: Class 20 contains 5919 members 
Mstep: Class 21 contains 3121 members 
Mstep: Class 22 contains 19675 members 
Mstep: Class 23 contains 29461 members 
Mstep: Class 24 contains 884 members 
Mstep: Class 25 contains 2475 members 
Mstep: Class 26 contains 10784 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 1506 members 
Mstep: Class 29 contains 6759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65946340.000000 Penalty: 63012.507812
Iteration 77Q: 30 clusters Score -6.594634e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 21834 members 
Mstep: Class 3 contains 171939 members 
Mstep: Class 4 contains 28697 members 
Mstep: Class 5 contains 24496 members 
Mstep: Class 6 contains 12127 members 
Mstep: Class 7 contains 274 members 
Mstep: Class 8 contains 3346 members 
Mstep: Class 9 contains 5837 members 
Mstep: Class 10 contains 3236 members 
Mstep: Class 11 contains 33904 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 36074 members 
Mstep: Class 14 contains 17705 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 128423 members 
Mstep: Class 17 contains 17752 members 
Mstep: Class 18 contains 20461 members 
Mstep: Class 19 contains 6512 members 
Mstep: Class 20 contains 5895 members 
Mstep: Class 21 contains 3121 members 
Mstep: Class 22 contains 19679 members 
Mstep: Class 23 contains 29453 members 
Mstep: Class 24 contains 884 members 
Mstep: Class 25 contains 2485 members 
Mstep: Class 26 contains 10787 members 
Mstep: Class 27 contains 4037 members 
Mstep: Class 28 contains 1505 members 
Mstep: Class 29 contains 6718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65946608.000000 Penalty: 63012.507812
Iteration 78Q: 30 clusters Score -6.594661e+07 nChanged 987
Entering ConstructFrom: 
Score: -65946608.000000 Penalty: 63012.507812
Entering ConstructFrom: 
Trying to split cluster 1 (7212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Entering Unmasked Estep 
Score: -767284.000000 Penalty: 1443.569092
	Iteration 0F: 2 clusters Score -767284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -761910.000000 Penalty: 2887.138184
	Iteration 0F: 3 clusters Score -761910 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -763622.375000 Penalty: 2887.138184
	Iteration 1F: 3 clusters Score -763622.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -763896.125000 Penalty: 2887.138184
	Iteration 2F: 3 clusters Score -763896.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -764115.187500 Penalty: 2887.138184
	Iteration 3F: 3 clusters Score -764115.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -764324.625000 Penalty: 2887.138184
	Iteration 4F: 3 clusters Score -764324.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -764501.875000 Penalty: 2887.138184
	Iteration 5Q: 3 clusters Score -764501.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -764659.625000 Penalty: 2887.138184
	Iteration 6Q: 3 clusters Score -764659.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -764821.312500 Penalty: 2887.138184
	Iteration 7Q: 3 clusters Score -764821.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -764965.187500 Penalty: 2887.138184
	Iteration 8Q: 3 clusters Score -764965.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -765135.937500 Penalty: 2887.138184
	Iteration 9Q: 3 clusters Score -765135.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -765290.687500 Penalty: 2887.138184
	Iteration 10Q: 3 clusters Score -765290.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -765428.312500 Penalty: 2887.138184
	Iteration 11Q: 3 clusters Score -765428.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -765553.875000 Penalty: 2887.138184
	Iteration 12Q: 3 clusters Score -765553.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -765664.250000 Penalty: 2887.138184
	Iteration 13Q: 3 clusters Score -765664.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -765759.437500 Penalty: 2887.138184
	Iteration 14Q: 3 clusters Score -765759.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -765825.437500 Penalty: 2887.138184
	Iteration 15Q: 3 clusters Score -765825.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -765868.000000 Penalty: 2887.138184
	Iteration 16Q: 3 clusters Score -765868 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -765893.812500 Penalty: 2887.138184
	Iteration 17Q: 3 clusters Score -765893.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -765916.812500 Penalty: 2887.138184
	Iteration 18Q: 3 clusters Score -765916.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -765931.937500 Penalty: 2887.138184
	Iteration 19Q: 3 clusters Score -765931.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -765946.562500 Penalty: 2887.138184
	Iteration 20F: 3 clusters Score -765946.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -765957.000000 Penalty: 2887.138184
	Iteration 21Q: 3 clusters Score -765957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -765965.750000 Penalty: 2887.138184
	Iteration 22Q: 3 clusters Score -765965.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -765969.875000 Penalty: 2887.138184
	Iteration 23Q: 3 clusters Score -765969.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -765973.875000 Penalty: 2887.138184
	Iteration 24Q: 3 clusters Score -765973.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -765975.687500 Penalty: 2887.138184
	Iteration 25Q: 3 clusters Score -765975.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -765976.187500 Penalty: 2887.138184
	Iteration 26Q: 3 clusters Score -765976.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -765982.250000 Penalty: 2887.138184
	Iteration 27Q: 3 clusters Score -765982.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -765987.062500 Penalty: 2887.138184
	Iteration 28Q: 3 clusters Score -765987.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -765995.562500 Penalty: 2887.138184
	Iteration 29Q: 3 clusters Score -765995.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -765999.687500 Penalty: 2887.138184
	Iteration 30Q: 3 clusters Score -765999.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -766002.312500 Penalty: 2887.138184
	Iteration 31Q: 3 clusters Score -766002.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -766002.750000 Penalty: 2887.138184
	Iteration 32Q: 3 clusters Score -766002.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -766002.750000 Penalty: 2887.138184
	Iteration 33F: 3 clusters Score -766002.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Entering Unmasked Estep 
Score: -2285215.750000 Penalty: 1623.529175
	Iteration 0F: 2 clusters Score -2285216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2270370.750000 Penalty: 3247.058350
	Iteration 0F: 3 clusters Score -2270371 nChanged 9830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2275769.750000 Penalty: 3247.058350
	Iteration 1F: 3 clusters Score -2275770 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2276103.500000 Penalty: 3247.058350
	Iteration 2Q: 3 clusters Score -2276104 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2276468.500000 Penalty: 3247.058350
	Iteration 3Q: 3 clusters Score -2276468 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2276938.500000 Penalty: 3247.058350
	Iteration 4Q: 3 clusters Score -2276938 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2277624.250000 Penalty: 3247.058350
	Iteration 5F: 3 clusters Score -2277624 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2278513.250000 Penalty: 3247.058350
	Iteration 6F: 3 clusters Score -2278513 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2279533.750000 Penalty: 3247.058350
	Iteration 7F: 3 clusters Score -2279534 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2280651.500000 Penalty: 3247.058350
	Iteration 8F: 3 clusters Score -2280652 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2281691.750000 Penalty: 3247.058350
	Iteration 9F: 3 clusters Score -2281692 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2282481.250000 Penalty: 3247.058350
	Iteration 10Q: 3 clusters Score -2282481 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -2283022.750000 Penalty: 3247.058350
	Iteration 11Q: 3 clusters Score -2283023 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2283345.250000 Penalty: 3247.058350
	Iteration 12Q: 3 clusters Score -2283345 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -2283552.000000 Penalty: 3247.058350
	Iteration 13Q: 3 clusters Score -2283552 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -2283668.750000 Penalty: 3247.058350
	Iteration 14Q: 3 clusters Score -2283669 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2283745.500000 Penalty: 3247.058350
	Iteration 15Q: 3 clusters Score -2283746 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -2283791.000000 Penalty: 3247.058350
	Iteration 16Q: 3 clusters Score -2283791 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2283810.750000 Penalty: 3247.058350
	Iteration 17Q: 3 clusters Score -2283811 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -2283827.500000 Penalty: 3247.058350
	Iteration 18Q: 3 clusters Score -2283828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -2283844.750000 Penalty: 3247.058350
	Iteration 19Q: 3 clusters Score -2283845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -2283851.500000 Penalty: 3247.058350
	Iteration 20F: 3 clusters Score -2283852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2283860.750000 Penalty: 3247.058350
	Iteration 21Q: 3 clusters Score -2283861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -2283869.500000 Penalty: 3247.058350
	Iteration 22Q: 3 clusters Score -2283870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -2283875.250000 Penalty: 3247.058350
	Iteration 23Q: 3 clusters Score -2283875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -2283884.750000 Penalty: 3247.058350
	Iteration 24Q: 3 clusters Score -2283885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -2283893.000000 Penalty: 3247.058350
	Iteration 25Q: 3 clusters Score -2283893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2283900.250000 Penalty: 3247.058350
	Iteration 26Q: 3 clusters Score -2283900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -2283903.500000 Penalty: 3247.058350
	Iteration 27Q: 3 clusters Score -2283904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -2283906.500000 Penalty: 3247.058350
	Iteration 28Q: 3 clusters Score -2283906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -2283913.500000 Penalty: 3247.058350
	Iteration 29Q: 3 clusters Score -2283914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -2283914.000000 Penalty: 3247.058350
	Iteration 30Q: 3 clusters Score -2283914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -2283915.750000 Penalty: 3247.058350
	Iteration 31Q: 3 clusters Score -2283916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -2283917.500000 Penalty: 3247.058350
	Iteration 32Q: 3 clusters Score -2283918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2283924.500000 Penalty: 3247.058350
	Iteration 33Q: 3 clusters Score -2283924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2283928.250000 Penalty: 3247.058350
	Iteration 34Q: 3 clusters Score -2283928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -2283933.500000 Penalty: 3247.058350
	Iteration 35Q: 3 clusters Score -2283934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2283936.750000 Penalty: 3247.058350
	Iteration 36Q: 3 clusters Score -2283937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2283940.500000 Penalty: 3247.058350
	Iteration 37Q: 3 clusters Score -2283940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -2283939.250000 Penalty: 3247.058350
	Iteration 38Q: 3 clusters Score -2283939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -2283936.250000 Penalty: 3247.058350
	Iteration 39Q: 3 clusters Score -2283936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -2283938.000000 Penalty: 3247.058350
	Iteration 40F: 3 clusters Score -2283938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (171900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171900 members 
Entering Unmasked Estep 
Score: -18459596.000000 Penalty: 1958.883667
	Iteration 0F: 2 clusters Score -1.84596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86215 members 
Mstep: Class 2 contains 85685 members 
Entering Unmasked Estep 
Score: -18351222.000000 Penalty: 3917.767334
	Iteration 0F: 3 clusters Score -1.835122e+07 nChanged 83114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90183 members 
Mstep: Class 2 contains 81717 members 
Entering Unmasked Estep 
Score: -18400406.000000 Penalty: 3917.767334
	Iteration 1F: 3 clusters Score -1.840041e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92977 members 
Mstep: Class 2 contains 78923 members 
Entering Unmasked Estep 
Score: -18401916.000000 Penalty: 3917.767334
	Iteration 2Q: 3 clusters Score -1.840192e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97192 members 
Mstep: Class 2 contains 74708 members 
Entering Unmasked Estep 
Score: -18404314.000000 Penalty: 3917.767334
	Iteration 3Q: 3 clusters Score -1.840431e+07 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103505 members 
Mstep: Class 2 contains 68395 members 
Entering Unmasked Estep 
Score: -18408392.000000 Penalty: 3917.767334
	Iteration 4Q: 3 clusters Score -1.840839e+07 nChanged 10475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112430 members 
Mstep: Class 2 contains 59470 members 
Entering Unmasked Estep 
Score: -18415234.000000 Penalty: 3917.767334
	Iteration 5F: 3 clusters Score -1.841523e+07 nChanged 12568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123634 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -18425280.000000 Penalty: 3917.767334
	Iteration 6F: 3 clusters Score -1.842528e+07 nChanged 12712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135292 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -18436354.000000 Penalty: 3917.767334
	Iteration 7F: 3 clusters Score -1.843635e+07 nChanged 10198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144620 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -18444730.000000 Penalty: 3917.767334
	Iteration 8F: 3 clusters Score -1.844473e+07 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151646 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -18450356.000000 Penalty: 3917.767334
	Iteration 9Q: 3 clusters Score -1.845036e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157182 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -18453852.000000 Penalty: 3917.767334
	Iteration 10Q: 3 clusters Score -1.845385e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161619 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -18455988.000000 Penalty: 3917.767334
	Iteration 11Q: 3 clusters Score -1.845599e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164975 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -18457388.000000 Penalty: 3917.767334
	Iteration 12Q: 3 clusters Score -1.845739e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167157 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -18458196.000000 Penalty: 3917.767334
	Iteration 13Q: 3 clusters Score -1.84582e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168616 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -18458432.000000 Penalty: 3917.767334
	Iteration 14Q: 3 clusters Score -1.845843e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169555 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -18458494.000000 Penalty: 3917.767334
	Iteration 15Q: 3 clusters Score -1.845849e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170182 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -18458544.000000 Penalty: 3917.767334
	Iteration 16Q: 3 clusters Score -1.845854e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170565 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -18458492.000000 Penalty: 3917.767334
	Iteration 17Q: 3 clusters Score -1.845849e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170816 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -18458472.000000 Penalty: 3917.767334
	Iteration 18Q: 3 clusters Score -1.845847e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170964 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -18458448.000000 Penalty: 3917.767334
	Iteration 19Q: 3 clusters Score -1.845845e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171081 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -18458468.000000 Penalty: 3917.767334
	Iteration 20F: 3 clusters Score -1.845847e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171160 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -18458444.000000 Penalty: 3917.767334
	Iteration 21Q: 3 clusters Score -1.845844e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171226 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -18458454.000000 Penalty: 3917.767334
	Iteration 22Q: 3 clusters Score -1.845845e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171264 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -18458468.000000 Penalty: 3917.767334
	Iteration 23Q: 3 clusters Score -1.845847e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171293 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -18458450.000000 Penalty: 3917.767334
	Iteration 24Q: 3 clusters Score -1.845845e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171326 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -18458444.000000 Penalty: 3917.767334
	Iteration 25Q: 3 clusters Score -1.845844e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171351 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -18458432.000000 Penalty: 3917.767334
	Iteration 26Q: 3 clusters Score -1.845843e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171366 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -18458410.000000 Penalty: 3917.767334
	Iteration 27Q: 3 clusters Score -1.845841e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171376 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -18458424.000000 Penalty: 3917.767334
	Iteration 28Q: 3 clusters Score -1.845842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171381 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -18458412.000000 Penalty: 3917.767334
	Iteration 29Q: 3 clusters Score -1.845841e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171389 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -18458404.000000 Penalty: 3917.767334
	Iteration 30Q: 3 clusters Score -1.84584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171392 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -18458418.000000 Penalty: 3917.767334
	Iteration 31Q: 3 clusters Score -1.845842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171395 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -18458422.000000 Penalty: 3917.767334
	Iteration 32Q: 3 clusters Score -1.845842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171399 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -18458408.000000 Penalty: 3917.767334
	Iteration 33Q: 3 clusters Score -1.845841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171400 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -18458406.000000 Penalty: 3917.767334
	Iteration 34Q: 3 clusters Score -1.845841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171407 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -18458398.000000 Penalty: 3917.767334
	Iteration 35Q: 3 clusters Score -1.84584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171413 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -18458396.000000 Penalty: 3917.767334
	Iteration 36Q: 3 clusters Score -1.84584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171416 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -18458394.000000 Penalty: 3917.767334
	Iteration 37Q: 3 clusters Score -1.845839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171420 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -18458394.000000 Penalty: 3917.767334
	Iteration 38Q: 3 clusters Score -1.845839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171422 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -18458384.000000 Penalty: 3917.767334
	Iteration 39Q: 3 clusters Score -1.845838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171423 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -18458374.000000 Penalty: 3917.767334
	Iteration 40F: 3 clusters Score -1.845837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171427 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -18458382.000000 Penalty: 3917.767334
	Iteration 41Q: 3 clusters Score -1.845838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171431 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -18458376.000000 Penalty: 3917.767334
	Iteration 42Q: 3 clusters Score -1.845838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171432 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -18458368.000000 Penalty: 3917.767334
	Iteration 43Q: 3 clusters Score -1.845837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171432 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -18458368.000000 Penalty: 3917.767334
	Iteration 44F: 3 clusters Score -1.845837e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Entering Unmasked Estep 
Score: -3069023.750000 Penalty: 1667.972046
	Iteration 0F: 2 clusters Score -3069024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -3049802.000000 Penalty: 3335.944092
	Iteration 0F: 3 clusters Score -3049802 nChanged 13060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -3057174.000000 Penalty: 3335.944092
	Iteration 1F: 3 clusters Score -3057174 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -3057726.750000 Penalty: 3335.944092
	Iteration 2Q: 3 clusters Score -3057727 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -3058381.000000 Penalty: 3335.944092
	Iteration 3Q: 3 clusters Score -3058381 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -3059102.500000 Penalty: 3335.944092
	Iteration 4F: 3 clusters Score -3059102 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -3059972.750000 Penalty: 3335.944092
	Iteration 5F: 3 clusters Score -3059973 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -3061041.750000 Penalty: 3335.944092
	Iteration 6F: 3 clusters Score -3061042 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -3062238.500000 Penalty: 3335.944092
	Iteration 7F: 3 clusters Score -3062238 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -3063307.000000 Penalty: 3335.944092
	Iteration 8F: 3 clusters Score -3063307 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -3064029.000000 Penalty: 3335.944092
	Iteration 9Q: 3 clusters Score -3064029 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -3064421.500000 Penalty: 3335.944092
	Iteration 10Q: 3 clusters Score -3064422 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -3064615.500000 Penalty: 3335.944092
	Iteration 11Q: 3 clusters Score -3064616 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -3064741.500000 Penalty: 3335.944092
	Iteration 12Q: 3 clusters Score -3064742 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -3064802.500000 Penalty: 3335.944092
	Iteration 13Q: 3 clusters Score -3064802 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -3064853.750000 Penalty: 3335.944092
	Iteration 14Q: 3 clusters Score -3064854 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -3064875.000000 Penalty: 3335.944092
	Iteration 15Q: 3 clusters Score -3064875 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -3064906.750000 Penalty: 3335.944092
	Iteration 16Q: 3 clusters Score -3064907 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -3064928.250000 Penalty: 3335.944092
	Iteration 17Q: 3 clusters Score -3064928 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -3064962.500000 Penalty: 3335.944092
	Iteration 18Q: 3 clusters Score -3064962 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -3064974.000000 Penalty: 3335.944092
	Iteration 19Q: 3 clusters Score -3064974 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -3065005.250000 Penalty: 3335.944092
	Iteration 20F: 3 clusters Score -3065005 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -3065033.500000 Penalty: 3335.944092
	Iteration 21Q: 3 clusters Score -3065034 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -3065080.000000 Penalty: 3335.944092
	Iteration 22Q: 3 clusters Score -3065080 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -3065114.500000 Penalty: 3335.944092
	Iteration 23Q: 3 clusters Score -3065114 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -3065165.500000 Penalty: 3335.944092
	Iteration 24Q: 3 clusters Score -3065166 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -3065222.000000 Penalty: 3335.944092
	Iteration 25Q: 3 clusters Score -3065222 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -3065302.000000 Penalty: 3335.944092
	Iteration 26Q: 3 clusters Score -3065302 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -3065374.750000 Penalty: 3335.944092
	Iteration 27Q: 3 clusters Score -3065375 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -3065479.500000 Penalty: 3335.944092
	Iteration 28Q: 3 clusters Score -3065480 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -3065589.500000 Penalty: 3335.944092
	Iteration 29Q: 3 clusters Score -3065590 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -3065742.750000 Penalty: 3335.944092
	Iteration 30Q: 3 clusters Score -3065743 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -3065917.250000 Penalty: 3335.944092
	Iteration 31Q: 3 clusters Score -3065917 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -3066112.250000 Penalty: 3335.944092
	Iteration 32Q: 3 clusters Score -3066112 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -3066341.250000 Penalty: 3335.944092
	Iteration 33Q: 3 clusters Score -3066341 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -3066589.250000 Penalty: 3335.944092
	Iteration 34Q: 3 clusters Score -3066589 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -3066839.000000 Penalty: 3335.944092
	Iteration 35Q: 3 clusters Score -3066839 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -3067086.000000 Penalty: 3335.944092
	Iteration 36Q: 3 clusters Score -3067086 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -3067274.750000 Penalty: 3335.944092
	Iteration 37Q: 3 clusters Score -3067275 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -3067468.500000 Penalty: 3335.944092
	Iteration 38Q: 3 clusters Score -3067468 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -3067596.000000 Penalty: 3335.944092
	Iteration 39Q: 3 clusters Score -3067596 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -3067712.250000 Penalty: 3335.944092
	Iteration 40F: 3 clusters Score -3067712 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -3067793.000000 Penalty: 3335.944092
	Iteration 41Q: 3 clusters Score -3067793 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -3067857.000000 Penalty: 3335.944092
	Iteration 42Q: 3 clusters Score -3067857 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -3067902.500000 Penalty: 3335.944092
	Iteration 43Q: 3 clusters Score -3067902 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -3067929.250000 Penalty: 3335.944092
	Iteration 44Q: 3 clusters Score -3067929 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -3067948.500000 Penalty: 3335.944092
	Iteration 45Q: 3 clusters Score -3067948 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -3067980.500000 Penalty: 3335.944092
	Iteration 46Q: 3 clusters Score -3067980 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -3067992.000000 Penalty: 3335.944092
	Iteration 47Q: 3 clusters Score -3067992 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -3068011.000000 Penalty: 3335.944092
	Iteration 48Q: 3 clusters Score -3068011 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -3068024.500000 Penalty: 3335.944092
	Iteration 49Q: 3 clusters Score -3068024 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -3068042.500000 Penalty: 3335.944092
	Iteration 50Q: 3 clusters Score -3068042 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -3068061.000000 Penalty: 3335.944092
	Iteration 51Q: 3 clusters Score -3068061 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -3068083.000000 Penalty: 3335.944092
	Iteration 52Q: 3 clusters Score -3068083 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -3068093.250000 Penalty: 3335.944092
	Iteration 53Q: 3 clusters Score -3068093 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -3068105.750000 Penalty: 3335.944092
	Iteration 54Q: 3 clusters Score -3068106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -3068110.750000 Penalty: 3335.944092
	Iteration 55Q: 3 clusters Score -3068111 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -3068113.500000 Penalty: 3335.944092
	Iteration 56Q: 3 clusters Score -3068114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -3068122.500000 Penalty: 3335.944092
	Iteration 57Q: 3 clusters Score -3068122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -3068130.750000 Penalty: 3335.944092
	Iteration 58Q: 3 clusters Score -3068131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -3068130.750000 Penalty: 3335.944092
	Iteration 59Q: 3 clusters Score -3068131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -3068128.250000 Penalty: 3335.944092
	Iteration 60F: 3 clusters Score -3068128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -3068129.500000 Penalty: 3335.944092
	Iteration 61Q: 3 clusters Score -3068130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -3068132.250000 Penalty: 3335.944092
	Iteration 62Q: 3 clusters Score -3068132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -3068136.750000 Penalty: 3335.944092
	Iteration 63Q: 3 clusters Score -3068137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -3068137.500000 Penalty: 3335.944092
	Iteration 64Q: 3 clusters Score -3068138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -3068139.000000 Penalty: 3335.944092
	Iteration 65Q: 3 clusters Score -3068139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -3068143.750000 Penalty: 3335.944092
	Iteration 66Q: 3 clusters Score -3068144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -3068140.500000 Penalty: 3335.944092
	Iteration 67Q: 3 clusters Score -3068140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -3068137.500000 Penalty: 3335.944092
	Iteration 68Q: 3 clusters Score -3068138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -3068143.000000 Penalty: 3335.944092
	Iteration 69Q: 3 clusters Score -3068143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -3068144.500000 Penalty: 3335.944092
	Iteration 70Q: 3 clusters Score -3068144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -3068145.750000 Penalty: 3335.944092
	Iteration 71Q: 3 clusters Score -3068146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -3068144.500000 Penalty: 3335.944092
	Iteration 72Q: 3 clusters Score -3068144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3068146.250000 Penalty: 3335.944092
	Iteration 73Q: 3 clusters Score -3068146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -3068146.500000 Penalty: 3335.944092
	Iteration 74Q: 3 clusters Score -3068146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -3068146.250000 Penalty: 3335.944092
	Iteration 75Q: 3 clusters Score -3068146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -3068146.250000 Penalty: 3335.944092
	Iteration 76F: 3 clusters Score -3068146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Entering Unmasked Estep 
Score: -2600418.250000 Penalty: 1642.195068
	Iteration 0F: 2 clusters Score -2600418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2583832.750000 Penalty: 3284.390137
	Iteration 0F: 3 clusters Score -2583833 nChanged 11101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2589882.250000 Penalty: 3284.390137
	Iteration 1F: 3 clusters Score -2589882 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2590279.000000 Penalty: 3284.390137
	Iteration 2Q: 3 clusters Score -2590279 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2590805.500000 Penalty: 3284.390137
	Iteration 3Q: 3 clusters Score -2590806 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2591510.500000 Penalty: 3284.390137
	Iteration 4F: 3 clusters Score -2591510 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2592474.500000 Penalty: 3284.390137
	Iteration 5F: 3 clusters Score -2592474 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2593845.250000 Penalty: 3284.390137
	Iteration 6F: 3 clusters Score -2593845 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2595409.000000 Penalty: 3284.390137
	Iteration 7F: 3 clusters Score -2595409 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2596880.250000 Penalty: 3284.390137
	Iteration 8F: 3 clusters Score -2596880 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2597948.000000 Penalty: 3284.390137
	Iteration 9Q: 3 clusters Score -2597948 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2598526.500000 Penalty: 3284.390137
	Iteration 10Q: 3 clusters Score -2598526 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2598822.250000 Penalty: 3284.390137
	Iteration 11Q: 3 clusters Score -2598822 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2598990.000000 Penalty: 3284.390137
	Iteration 12Q: 3 clusters Score -2598990 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2599079.000000 Penalty: 3284.390137
	Iteration 13Q: 3 clusters Score -2599079 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2599143.500000 Penalty: 3284.390137
	Iteration 14Q: 3 clusters Score -2599144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2599186.000000 Penalty: 3284.390137
	Iteration 15Q: 3 clusters Score -2599186 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2599200.750000 Penalty: 3284.390137
	Iteration 16Q: 3 clusters Score -2599201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2599216.500000 Penalty: 3284.390137
	Iteration 17Q: 3 clusters Score -2599216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2599225.250000 Penalty: 3284.390137
	Iteration 18Q: 3 clusters Score -2599225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2599226.250000 Penalty: 3284.390137
	Iteration 19Q: 3 clusters Score -2599226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2599228.500000 Penalty: 3284.390137
	Iteration 20F: 3 clusters Score -2599228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2599229.500000 Penalty: 3284.390137
	Iteration 21Q: 3 clusters Score -2599230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2599230.000000 Penalty: 3284.390137
	Iteration 22Q: 3 clusters Score -2599230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2599231.250000 Penalty: 3284.390137
	Iteration 23Q: 3 clusters Score -2599231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2599228.500000 Penalty: 3284.390137
	Iteration 24Q: 3 clusters Score -2599228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2599230.750000 Penalty: 3284.390137
	Iteration 25Q: 3 clusters Score -2599231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2599235.500000 Penalty: 3284.390137
	Iteration 26Q: 3 clusters Score -2599236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2599238.500000 Penalty: 3284.390137
	Iteration 27Q: 3 clusters Score -2599238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2599238.500000 Penalty: 3284.390137
	Iteration 28Q: 3 clusters Score -2599238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2599241.000000 Penalty: 3284.390137
	Iteration 29Q: 3 clusters Score -2599241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2599242.500000 Penalty: 3284.390137
	Iteration 30Q: 3 clusters Score -2599242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2599239.000000 Penalty: 3284.390137
	Iteration 31Q: 3 clusters Score -2599239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2599243.500000 Penalty: 3284.390137
	Iteration 32Q: 3 clusters Score -2599244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2599245.500000 Penalty: 3284.390137
	Iteration 33Q: 3 clusters Score -2599246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2599245.250000 Penalty: 3284.390137
	Iteration 34Q: 3 clusters Score -2599245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2599244.250000 Penalty: 3284.390137
	Iteration 35Q: 3 clusters Score -2599244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2599244.250000 Penalty: 3284.390137
	Iteration 36F: 3 clusters Score -2599244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Entering Unmasked Estep 
Score: -1278003.125000 Penalty: 1527.951416
	Iteration 0F: 2 clusters Score -1278003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1269545.000000 Penalty: 3055.902832
	Iteration 0F: 3 clusters Score -1269545 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1272367.750000 Penalty: 3055.902832
	Iteration 1F: 3 clusters Score -1272368 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1272627.875000 Penalty: 3055.902832
	Iteration 2F: 3 clusters Score -1272628 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1272867.500000 Penalty: 3055.902832
	Iteration 3Q: 3 clusters Score -1272868 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1273066.500000 Penalty: 3055.902832
	Iteration 4Q: 3 clusters Score -1273066 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1273247.250000 Penalty: 3055.902832
	Iteration 5Q: 3 clusters Score -1273247 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1273426.000000 Penalty: 3055.902832
	Iteration 6Q: 3 clusters Score -1273426 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1273613.125000 Penalty: 3055.902832
	Iteration 7Q: 3 clusters Score -1273613 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1273796.250000 Penalty: 3055.902832
	Iteration 8Q: 3 clusters Score -1273796 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1273971.875000 Penalty: 3055.902832
	Iteration 9Q: 3 clusters Score -1273972 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1274200.750000 Penalty: 3055.902832
	Iteration 10Q: 3 clusters Score -1274201 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1274477.125000 Penalty: 3055.902832
	Iteration 11Q: 3 clusters Score -1274477 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1274773.375000 Penalty: 3055.902832
	Iteration 12Q: 3 clusters Score -1274773 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1275059.750000 Penalty: 3055.902832
	Iteration 13Q: 3 clusters Score -1275060 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1275323.750000 Penalty: 3055.902832
	Iteration 14Q: 3 clusters Score -1275324 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1275554.000000 Penalty: 3055.902832
	Iteration 15Q: 3 clusters Score -1275554 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1275743.375000 Penalty: 3055.902832
	Iteration 16Q: 3 clusters Score -1275743 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1275889.500000 Penalty: 3055.902832
	Iteration 17Q: 3 clusters Score -1275890 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1276028.500000 Penalty: 3055.902832
	Iteration 18Q: 3 clusters Score -1276028 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1276158.750000 Penalty: 3055.902832
	Iteration 19Q: 3 clusters Score -1276159 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1276279.500000 Penalty: 3055.902832
	Iteration 20F: 3 clusters Score -1276280 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1276382.250000 Penalty: 3055.902832
	Iteration 21Q: 3 clusters Score -1276382 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1276487.375000 Penalty: 3055.902832
	Iteration 22Q: 3 clusters Score -1276487 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1276585.500000 Penalty: 3055.902832
	Iteration 23Q: 3 clusters Score -1276586 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1276662.500000 Penalty: 3055.902832
	Iteration 24Q: 3 clusters Score -1276662 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1276715.875000 Penalty: 3055.902832
	Iteration 25Q: 3 clusters Score -1276716 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1276754.750000 Penalty: 3055.902832
	Iteration 26Q: 3 clusters Score -1276755 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1276781.250000 Penalty: 3055.902832
	Iteration 27Q: 3 clusters Score -1276781 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1276812.375000 Penalty: 3055.902832
	Iteration 28Q: 3 clusters Score -1276812 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1276833.000000 Penalty: 3055.902832
	Iteration 29Q: 3 clusters Score -1276833 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1276844.750000 Penalty: 3055.902832
	Iteration 30Q: 3 clusters Score -1276845 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1276855.375000 Penalty: 3055.902832
	Iteration 31Q: 3 clusters Score -1276855 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1276862.750000 Penalty: 3055.902832
	Iteration 32Q: 3 clusters Score -1276863 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1276871.500000 Penalty: 3055.902832
	Iteration 33Q: 3 clusters Score -1276872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1276881.875000 Penalty: 3055.902832
	Iteration 34Q: 3 clusters Score -1276882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1276888.375000 Penalty: 3055.902832
	Iteration 35Q: 3 clusters Score -1276888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1276896.500000 Penalty: 3055.902832
	Iteration 36Q: 3 clusters Score -1276896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1276903.125000 Penalty: 3055.902832
	Iteration 37Q: 3 clusters Score -1276903 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1276911.625000 Penalty: 3055.902832
	Iteration 38Q: 3 clusters Score -1276912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1276922.125000 Penalty: 3055.902832
	Iteration 39Q: 3 clusters Score -1276922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1276926.625000 Penalty: 3055.902832
	Iteration 40F: 3 clusters Score -1276927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1276929.625000 Penalty: 3055.902832
	Iteration 41Q: 3 clusters Score -1276930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1276937.625000 Penalty: 3055.902832
	Iteration 42Q: 3 clusters Score -1276938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1276944.500000 Penalty: 3055.902832
	Iteration 43Q: 3 clusters Score -1276944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1276948.125000 Penalty: 3055.902832
	Iteration 44Q: 3 clusters Score -1276948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1276951.875000 Penalty: 3055.902832
	Iteration 45Q: 3 clusters Score -1276952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1276958.000000 Penalty: 3055.902832
	Iteration 46Q: 3 clusters Score -1276958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1276965.625000 Penalty: 3055.902832
	Iteration 47Q: 3 clusters Score -1276966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1276966.500000 Penalty: 3055.902832
	Iteration 48Q: 3 clusters Score -1276966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1276970.000000 Penalty: 3055.902832
	Iteration 49Q: 3 clusters Score -1276970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1276971.250000 Penalty: 3055.902832
	Iteration 50Q: 3 clusters Score -1276971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1276971.500000 Penalty: 3055.902832
	Iteration 51Q: 3 clusters Score -1276972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1276971.125000 Penalty: 3055.902832
	Iteration 52Q: 3 clusters Score -1276971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1276972.750000 Penalty: 3055.902832
	Iteration 53Q: 3 clusters Score -1276973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1276974.875000 Penalty: 3055.902832
	Iteration 54Q: 3 clusters Score -1276975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1276976.000000 Penalty: 3055.902832
	Iteration 55Q: 3 clusters Score -1276976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1276977.125000 Penalty: 3055.902832
	Iteration 56Q: 3 clusters Score -1276977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1276975.125000 Penalty: 3055.902832
	Iteration 57Q: 3 clusters Score -1276975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1276974.875000 Penalty: 3055.902832
	Iteration 58Q: 3 clusters Score -1276975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1276973.625000 Penalty: 3055.902832
	Iteration 59Q: 3 clusters Score -1276974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1276975.250000 Penalty: 3055.902832
	Iteration 60F: 3 clusters Score -1276975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1276976.375000 Penalty: 3055.902832
	Iteration 61Q: 3 clusters Score -1276976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1276978.000000 Penalty: 3055.902832
	Iteration 62Q: 3 clusters Score -1276978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1276980.000000 Penalty: 3055.902832
	Iteration 63Q: 3 clusters Score -1276980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1276979.875000 Penalty: 3055.902832
	Iteration 64Q: 3 clusters Score -1276980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1276979.000000 Penalty: 3055.902832
	Iteration 65Q: 3 clusters Score -1276979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1276981.750000 Penalty: 3055.902832
	Iteration 66Q: 3 clusters Score -1276982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1276984.375000 Penalty: 3055.902832
	Iteration 67Q: 3 clusters Score -1276984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1276983.000000 Penalty: 3055.902832
	Iteration 68Q: 3 clusters Score -1276983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1276984.250000 Penalty: 3055.902832
	Iteration 69Q: 3 clusters Score -1276984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1276985.875000 Penalty: 3055.902832
	Iteration 70Q: 3 clusters Score -1276986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1276986.250000 Penalty: 3055.902832
	Iteration 71Q: 3 clusters Score -1276986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1276988.875000 Penalty: 3055.902832
	Iteration 72Q: 3 clusters Score -1276989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1276986.750000 Penalty: 3055.902832
	Iteration 73Q: 3 clusters Score -1276987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1276988.375000 Penalty: 3055.902832
	Iteration 74Q: 3 clusters Score -1276988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1276988.875000 Penalty: 3055.902832
	Iteration 75Q: 3 clusters Score -1276989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1276988.875000 Penalty: 3055.902832
	Iteration 76F: 3 clusters Score -1276989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -23964.023438 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -23964.02 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 129 members 
Entering Unmasked Estep 
Score: -23220.910156 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -23220.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23357.898438 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -23357.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23398.925781 Penalty: 1824.266602
	Iteration 2F: 3 clusters Score -23398.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -23459.347656 Penalty: 1824.266602
	Iteration 3F: 3 clusters Score -23459.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -23563.166016 Penalty: 1824.266602
	Iteration 4F: 3 clusters Score -23563.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -23736.531250 Penalty: 1824.266602
	Iteration 5F: 3 clusters Score -23736.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -23919.619141 Penalty: 1824.266602
	Iteration 6F: 3 clusters Score -23919.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -24104.859375 Penalty: 1824.266602
	Iteration 7Q: 3 clusters Score -24104.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -24159.839844 Penalty: 1824.266602
	Iteration 8Q: 3 clusters Score -24159.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -24251.910156 Penalty: 1824.266602
	Iteration 9Q: 3 clusters Score -24251.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -24310.916016 Penalty: 1824.266602
	Iteration 10Q: 3 clusters Score -24310.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -24375.177734 Penalty: 1824.266602
	Iteration 11Q: 3 clusters Score -24375.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -24566.919922 Penalty: 1824.266602
	Iteration 12Q: 3 clusters Score -24566.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -24593.093750 Penalty: 1824.266602
	Iteration 13Q: 3 clusters Score -24593.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -24600.871094 Penalty: 1824.266602
	Iteration 14Q: 3 clusters Score -24600.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -24604.621094 Penalty: 1824.266602
	Iteration 15Q: 3 clusters Score -24604.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -24605.523438 Penalty: 1824.266602
	Iteration 16F: 3 clusters Score -24605.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -24617.017578 Penalty: 1824.266602
	Iteration 17Q: 3 clusters Score -24617.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -24624.763672 Penalty: 1824.266602
	Iteration 18Q: 3 clusters Score -24624.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -24624.763672 Penalty: 1824.266602
	Iteration 19F: 3 clusters Score -24624.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 21828 members 
Mstep: Class 3 contains 171900 members 
Mstep: Class 4 contains 28694 members 
Mstep: Class 5 contains 24485 members 
Mstep: Class 6 contains 12122 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 3319 members 
Mstep: Class 9 contains 5832 members 
Mstep: Class 10 contains 3264 members 
Mstep: Class 11 contains 33634 members 
Mstep: Class 12 contains 14449 members 
Mstep: Class 13 contains 36227 members 
Mstep: Class 14 contains 17705 members 
Mstep: Class 15 contains 2354 members 
Mstep: Class 16 contains 128710 members 
Mstep: Class 17 contains 17771 members 
Mstep: Class 18 contains 20461 members 
Mstep: Class 19 contains 6512 members 
Mstep: Class 20 contains 5884 members 
Mstep: Class 21 contains 3118 members 
Mstep: Class 22 contains 19696 members 
Mstep: Class 23 contains 29440 members 
Mstep: Class 24 contains 884 members 
Mstep: Class 25 contains 2499 members 
Mstep: Class 26 contains 10792 members 
Mstep: Class 27 contains 4052 members 
Mstep: Class 28 contains 1504 members 
Mstep: Class 29 contains 6665 members 
Mstep: Class 30 contains 74 members 
Entering Unmasked Estep 
Score: -65946216.000000 Penalty: 65185.351562
Splitting cluster 7 changes total score from -65946608.000000 to -65946216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (3319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Entering Unmasked Estep 
Score: -298671.250000 Penalty: 1317.455566
	Iteration 0F: 2 clusters Score -298671.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -295865.500000 Penalty: 2634.911133
	Iteration 0F: 3 clusters Score -295865.5 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -296872.093750 Penalty: 2634.911133
	Iteration 1F: 3 clusters Score -296872.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -297187.187500 Penalty: 2634.911133
	Iteration 2F: 3 clusters Score -297187.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -297439.437500 Penalty: 2634.911133
	Iteration 3F: 3 clusters Score -297439.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -297652.468750 Penalty: 2634.911133
	Iteration 4F: 3 clusters Score -297652.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -297859.250000 Penalty: 2634.911133
	Iteration 5Q: 3 clusters Score -297859.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -298062.093750 Penalty: 2634.911133
	Iteration 6Q: 3 clusters Score -298062.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -298209.406250 Penalty: 2634.911133
	Iteration 7Q: 3 clusters Score -298209.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -298310.593750 Penalty: 2634.911133
	Iteration 8Q: 3 clusters Score -298310.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -298382.906250 Penalty: 2634.911133
	Iteration 9Q: 3 clusters Score -298382.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -298431.000000 Penalty: 2634.911133
	Iteration 10Q: 3 clusters Score -298431 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -298474.843750 Penalty: 2634.911133
	Iteration 11Q: 3 clusters Score -298474.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -298525.156250 Penalty: 2634.911133
	Iteration 12Q: 3 clusters Score -298525.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -298577.406250 Penalty: 2634.911133
	Iteration 13Q: 3 clusters Score -298577.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -298616.000000 Penalty: 2634.911133
	Iteration 14Q: 3 clusters Score -298616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -298657.562500 Penalty: 2634.911133
	Iteration 15Q: 3 clusters Score -298657.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -298702.562500 Penalty: 2634.911133
	Iteration 16Q: 3 clusters Score -298702.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -298730.875000 Penalty: 2634.911133
	Iteration 17Q: 3 clusters Score -298730.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -298761.156250 Penalty: 2634.911133
	Iteration 18Q: 3 clusters Score -298761.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -298782.343750 Penalty: 2634.911133
	Iteration 19Q: 3 clusters Score -298782.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -298795.531250 Penalty: 2634.911133
	Iteration 20F: 3 clusters Score -298795.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -298806.656250 Penalty: 2634.911133
	Iteration 21Q: 3 clusters Score -298806.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -298812.062500 Penalty: 2634.911133
	Iteration 22Q: 3 clusters Score -298812.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -298819.093750 Penalty: 2634.911133
	Iteration 23Q: 3 clusters Score -298819.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -298823.562500 Penalty: 2634.911133
	Iteration 24Q: 3 clusters Score -298823.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -298827.531250 Penalty: 2634.911133
	Iteration 25Q: 3 clusters Score -298827.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -298834.562500 Penalty: 2634.911133
	Iteration 26Q: 3 clusters Score -298834.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -298836.312500 Penalty: 2634.911133
	Iteration 27Q: 3 clusters Score -298836.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -298836.250000 Penalty: 2634.911133
	Iteration 28Q: 3 clusters Score -298836.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -298836.968750 Penalty: 2634.911133
	Iteration 29Q: 3 clusters Score -298837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -298838.062500 Penalty: 2634.911133
	Iteration 30Q: 3 clusters Score -298838.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -298838.968750 Penalty: 2634.911133
	Iteration 31Q: 3 clusters Score -298839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -298838.968750 Penalty: 2634.911133
	Iteration 32F: 3 clusters Score -298839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 21828 members 
Mstep: Class 3 contains 171900 members 
Mstep: Class 4 contains 28694 members 
Mstep: Class 5 contains 24485 members 
Mstep: Class 6 contains 12122 members 
Mstep: Class 7 contains 274 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 5832 members 
Mstep: Class 10 contains 3264 members 
Mstep: Class 11 contains 33634 members 
Mstep: Class 12 contains 14449 members 
Mstep: Class 13 contains 36227 members 
Mstep: Class 14 contains 17705 members 
Mstep: Class 15 contains 2354 members 
Mstep: Class 16 contains 128710 members 
Mstep: Class 17 contains 17771 members 
Mstep: Class 18 contains 20461 members 
Mstep: Class 19 contains 6512 members 
Mstep: Class 20 contains 5884 members 
Mstep: Class 21 contains 3118 members 
Mstep: Class 22 contains 19696 members 
Mstep: Class 23 contains 29440 members 
Mstep: Class 24 contains 884 members 
Mstep: Class 25 contains 2499 members 
Mstep: Class 26 contains 10792 members 
Mstep: Class 27 contains 4052 members 
Mstep: Class 28 contains 1504 members 
Mstep: Class 29 contains 6665 members 
Mstep: Class 30 contains 2711 members 
Entering Unmasked Estep 
Score: -65946100.000000 Penalty: 65185.351562
Splitting cluster 8 changes total score from -65946608.000000 to -65946100.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (5832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Entering Unmasked Estep 
Score: -610140.000000 Penalty: 1409.056152
	Iteration 0F: 2 clusters Score -610140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -605642.062500 Penalty: 2818.112305
	Iteration 0F: 3 clusters Score -605642.1 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -607033.937500 Penalty: 2818.112305
	Iteration 1F: 3 clusters Score -607033.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -607348.062500 Penalty: 2818.112305
	Iteration 2F: 3 clusters Score -607348.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -607663.625000 Penalty: 2818.112305
	Iteration 3F: 3 clusters Score -607663.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -608009.000000 Penalty: 2818.112305
	Iteration 4F: 3 clusters Score -608009 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -608392.375000 Penalty: 2818.112305
	Iteration 5F: 3 clusters Score -608392.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -608755.437500 Penalty: 2818.112305
	Iteration 6F: 3 clusters Score -608755.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -609070.375000 Penalty: 2818.112305
	Iteration 7F: 3 clusters Score -609070.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -609349.625000 Penalty: 2818.112305
	Iteration 8F: 3 clusters Score -609349.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -609563.312500 Penalty: 2818.112305
	Iteration 9Q: 3 clusters Score -609563.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -609739.187500 Penalty: 2818.112305
	Iteration 10Q: 3 clusters Score -609739.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -609871.812500 Penalty: 2818.112305
	Iteration 11Q: 3 clusters Score -609871.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -610000.812500 Penalty: 2818.112305
	Iteration 12Q: 3 clusters Score -610000.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -610135.562500 Penalty: 2818.112305
	Iteration 13Q: 3 clusters Score -610135.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -610210.250000 Penalty: 2818.112305
	Iteration 14Q: 3 clusters Score -610210.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -610257.500000 Penalty: 2818.112305
	Iteration 15Q: 3 clusters Score -610257.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -610276.562500 Penalty: 2818.112305
	Iteration 16Q: 3 clusters Score -610276.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -610284.000000 Penalty: 2818.112305
	Iteration 17Q: 3 clusters Score -610284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -610286.125000 Penalty: 2818.112305
	Iteration 18Q: 3 clusters Score -610286.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -610286.687500 Penalty: 2818.112305
	Iteration 19Q: 3 clusters Score -610286.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -610285.937500 Penalty: 2818.112305
	Iteration 20F: 3 clusters Score -610285.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 21828 members 
Mstep: Class 3 contains 171900 members 
Mstep: Class 4 contains 28694 members 
Mstep: Class 5 contains 24485 members 
Mstep: Class 6 contains 12122 members 
Mstep: Class 7 contains 274 members 
Mstep: Class 8 contains 3319 members 
Mstep: Class 9 contains 2342 members 
Mstep: Class 10 contains 3264 members 
Mstep: Class 11 contains 33634 members 
Mstep: Class 12 contains 14449 members 
Mstep: Class 13 contains 36227 members 
Mstep: Class 14 contains 17705 members 
Mstep: Class 15 contains 2354 members 
Mstep: Class 16 contains 128710 members 
Mstep: Class 17 contains 17771 members 
Mstep: Class 18 contains 20461 members 
Mstep: Class 19 contains 6512 members 
Mstep: Class 20 contains 5884 members 
Mstep: Class 21 contains 3118 members 
Mstep: Class 22 contains 19696 members 
Mstep: Class 23 contains 29440 members 
Mstep: Class 24 contains 884 members 
Mstep: Class 25 contains 2499 members 
Mstep: Class 26 contains 10792 members 
Mstep: Class 27 contains 4052 members 
Mstep: Class 28 contains 1504 members 
Mstep: Class 29 contains 6665 members 
Mstep: Class 30 contains 3490 members 
Entering Unmasked Estep 
Score: -65946260.000000 Penalty: 65185.351562
Splitting cluster 9 changes total score from -65946608.000000 to -65946260.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (3264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Entering Unmasked Estep 
Score: -331617.468750 Penalty: 1314.740112
	Iteration 0F: 2 clusters Score -331617.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -328713.500000 Penalty: 2629.480225
	Iteration 0F: 3 clusters Score -328713.5 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -329350.281250 Penalty: 2629.480225
	Iteration 1F: 3 clusters Score -329350.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -329499.000000 Penalty: 2629.480225
	Iteration 2F: 3 clusters Score -329499 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -329623.218750 Penalty: 2629.480225
	Iteration 3F: 3 clusters Score -329623.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -329716.937500 Penalty: 2629.480225
	Iteration 4Q: 3 clusters Score -329716.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -329821.781250 Penalty: 2629.480225
	Iteration 5Q: 3 clusters Score -329821.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -329959.937500 Penalty: 2629.480225
	Iteration 6Q: 3 clusters Score -329959.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -330103.312500 Penalty: 2629.480225
	Iteration 7Q: 3 clusters Score -330103.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -330257.000000 Penalty: 2629.480225
	Iteration 8Q: 3 clusters Score -330257 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -330402.281250 Penalty: 2629.480225
	Iteration 9Q: 3 clusters Score -330402.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -330552.000000 Penalty: 2629.480225
	Iteration 10Q: 3 clusters Score -330552 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -330663.531250 Penalty: 2629.480225
	Iteration 11Q: 3 clusters Score -330663.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -330743.187500 Penalty: 2629.480225
	Iteration 12Q: 3 clusters Score -330743.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -330807.750000 Penalty: 2629.480225
	Iteration 13Q: 3 clusters Score -330807.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -330855.281250 Penalty: 2629.480225
	Iteration 14Q: 3 clusters Score -330855.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -330885.687500 Penalty: 2629.480225
	Iteration 15Q: 3 clusters Score -330885.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -330902.625000 Penalty: 2629.480225
	Iteration 16Q: 3 clusters Score -330902.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -330914.000000 Penalty: 2629.480225
	Iteration 17Q: 3 clusters Score -330914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -330920.000000 Penalty: 2629.480225
	Iteration 18Q: 3 clusters Score -330920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -330924.281250 Penalty: 2629.480225
	Iteration 19Q: 3 clusters Score -330924.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -330927.468750 Penalty: 2629.480225
	Iteration 20F: 3 clusters Score -330927.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -330928.218750 Penalty: 2629.480225
	Iteration 21Q: 3 clusters Score -330928.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -330930.093750 Penalty: 2629.480225
	Iteration 22Q: 3 clusters Score -330930.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -330930.687500 Penalty: 2629.480225
	Iteration 23Q: 3 clusters Score -330930.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -330932.218750 Penalty: 2629.480225
	Iteration 24Q: 3 clusters Score -330932.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -330935.593750 Penalty: 2629.480225
	Iteration 25Q: 3 clusters Score -330935.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -330939.500000 Penalty: 2629.480225
	Iteration 26Q: 3 clusters Score -330939.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -330944.000000 Penalty: 2629.480225
	Iteration 27Q: 3 clusters Score -330944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -330948.375000 Penalty: 2629.480225
	Iteration 28Q: 3 clusters Score -330948.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -330955.812500 Penalty: 2629.480225
	Iteration 29Q: 3 clusters Score -330955.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -330960.156250 Penalty: 2629.480225
	Iteration 30Q: 3 clusters Score -330960.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -330967.593750 Penalty: 2629.480225
	Iteration 31Q: 3 clusters Score -330967.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -330974.906250 Penalty: 2629.480225
	Iteration 32Q: 3 clusters Score -330974.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -330992.312500 Penalty: 2629.480225
	Iteration 33Q: 3 clusters Score -330992.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -331013.218750 Penalty: 2629.480225
	Iteration 34Q: 3 clusters Score -331013.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -331035.468750 Penalty: 2629.480225
	Iteration 35Q: 3 clusters Score -331035.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -331055.875000 Penalty: 2629.480225
	Iteration 36Q: 3 clusters Score -331055.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -331082.062500 Penalty: 2629.480225
	Iteration 37Q: 3 clusters Score -331082.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -331114.718750 Penalty: 2629.480225
	Iteration 38Q: 3 clusters Score -331114.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -331140.562500 Penalty: 2629.480225
	Iteration 39Q: 3 clusters Score -331140.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -331154.250000 Penalty: 2629.480225
	Iteration 40F: 3 clusters Score -331154.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -331162.125000 Penalty: 2629.480225
	Iteration 41Q: 3 clusters Score -331162.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -331167.656250 Penalty: 2629.480225
	Iteration 42Q: 3 clusters Score -331167.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -331169.687500 Penalty: 2629.480225
	Iteration 43Q: 3 clusters Score -331169.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -331171.281250 Penalty: 2629.480225
	Iteration 44Q: 3 clusters Score -331171.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -331172.187500 Penalty: 2629.480225
	Iteration 45Q: 3 clusters Score -331172.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -331172.250000 Penalty: 2629.480225
	Iteration 46Q: 3 clusters Score -331172.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -331172.937500 Penalty: 2629.480225
	Iteration 47Q: 3 clusters Score -331172.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -331172.906250 Penalty: 2629.480225
	Iteration 48Q: 3 clusters Score -331172.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -331172.906250 Penalty: 2629.480225
	Iteration 49F: 3 clusters Score -331172.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Entering Unmasked Estep 
Score: -3567610.250000 Penalty: 1693.785156
	Iteration 0F: 2 clusters Score -3567610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -3544983.250000 Penalty: 3387.570312
	Iteration 0F: 3 clusters Score -3544983 nChanged 15548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -3553990.750000 Penalty: 3387.570312
	Iteration 1F: 3 clusters Score -3553991 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -3554450.250000 Penalty: 3387.570312
	Iteration 2Q: 3 clusters Score -3554450 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -3554957.500000 Penalty: 3387.570312
	Iteration 3Q: 3 clusters Score -3554958 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -3555464.250000 Penalty: 3387.570312
	Iteration 4Q: 3 clusters Score -3555464 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -3555940.250000 Penalty: 3387.570312
	Iteration 5Q: 3 clusters Score -3555940 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -3556413.500000 Penalty: 3387.570312
	Iteration 6Q: 3 clusters Score -3556414 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -3556931.500000 Penalty: 3387.570312
	Iteration 7Q: 3 clusters Score -3556932 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -3557502.750000 Penalty: 3387.570312
	Iteration 8Q: 3 clusters Score -3557503 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -3558176.000000 Penalty: 3387.570312
	Iteration 9Q: 3 clusters Score -3558176 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -3558879.500000 Penalty: 3387.570312
	Iteration 10Q: 3 clusters Score -3558880 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -3559633.000000 Penalty: 3387.570312
	Iteration 11Q: 3 clusters Score -3559633 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -3560290.000000 Penalty: 3387.570312
	Iteration 12Q: 3 clusters Score -3560290 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -3560766.750000 Penalty: 3387.570312
	Iteration 13Q: 3 clusters Score -3560767 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -3561050.750000 Penalty: 3387.570312
	Iteration 14Q: 3 clusters Score -3561051 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -3561282.750000 Penalty: 3387.570312
	Iteration 15Q: 3 clusters Score -3561283 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -3561423.500000 Penalty: 3387.570312
	Iteration 16Q: 3 clusters Score -3561424 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -3561563.500000 Penalty: 3387.570312
	Iteration 17Q: 3 clusters Score -3561564 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -3561730.500000 Penalty: 3387.570312
	Iteration 18Q: 3 clusters Score -3561730 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -3561890.250000 Penalty: 3387.570312
	Iteration 19Q: 3 clusters Score -3561890 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -3562031.000000 Penalty: 3387.570312
	Iteration 20F: 3 clusters Score -3562031 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -3562154.750000 Penalty: 3387.570312
	Iteration 21Q: 3 clusters Score -3562155 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -3562325.500000 Penalty: 3387.570312
	Iteration 22Q: 3 clusters Score -3562326 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -3562474.000000 Penalty: 3387.570312
	Iteration 23Q: 3 clusters Score -3562474 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -3562628.250000 Penalty: 3387.570312
	Iteration 24Q: 3 clusters Score -3562628 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -3562783.250000 Penalty: 3387.570312
	Iteration 25Q: 3 clusters Score -3562783 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -3562900.000000 Penalty: 3387.570312
	Iteration 26Q: 3 clusters Score -3562900 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -3562996.500000 Penalty: 3387.570312
	Iteration 27Q: 3 clusters Score -3562996 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -3563093.750000 Penalty: 3387.570312
	Iteration 28Q: 3 clusters Score -3563094 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -3563170.500000 Penalty: 3387.570312
	Iteration 29Q: 3 clusters Score -3563170 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -3563235.500000 Penalty: 3387.570312
	Iteration 30Q: 3 clusters Score -3563236 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -3563305.250000 Penalty: 3387.570312
	Iteration 31Q: 3 clusters Score -3563305 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -3563370.000000 Penalty: 3387.570312
	Iteration 32Q: 3 clusters Score -3563370 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -3563411.750000 Penalty: 3387.570312
	Iteration 33Q: 3 clusters Score -3563412 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -3563417.750000 Penalty: 3387.570312
	Iteration 34Q: 3 clusters Score -3563418 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -3563447.250000 Penalty: 3387.570312
	Iteration 35Q: 3 clusters Score -3563447 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -3563477.750000 Penalty: 3387.570312
	Iteration 36Q: 3 clusters Score -3563478 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -3563488.500000 Penalty: 3387.570312
	Iteration 37Q: 3 clusters Score -3563488 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -3563503.250000 Penalty: 3387.570312
	Iteration 38Q: 3 clusters Score -3563503 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -3563511.250000 Penalty: 3387.570312
	Iteration 39Q: 3 clusters Score -3563511 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -3563520.250000 Penalty: 3387.570312
	Iteration 40F: 3 clusters Score -3563520 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -3563526.000000 Penalty: 3387.570312
	Iteration 41Q: 3 clusters Score -3563526 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -3563526.500000 Penalty: 3387.570312
	Iteration 42Q: 3 clusters Score -3563526 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -3563529.250000 Penalty: 3387.570312
	Iteration 43Q: 3 clusters Score -3563529 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -3563535.500000 Penalty: 3387.570312
	Iteration 44Q: 3 clusters Score -3563536 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -3563538.000000 Penalty: 3387.570312
	Iteration 45Q: 3 clusters Score -3563538 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -3563541.500000 Penalty: 3387.570312
	Iteration 46Q: 3 clusters Score -3563542 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -3563555.500000 Penalty: 3387.570312
	Iteration 47Q: 3 clusters Score -3563556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -3563555.250000 Penalty: 3387.570312
	Iteration 48Q: 3 clusters Score -3563555 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -3563551.500000 Penalty: 3387.570312
	Iteration 49Q: 3 clusters Score -3563552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -3563549.000000 Penalty: 3387.570312
	Iteration 50Q: 3 clusters Score -3563549 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -3563559.250000 Penalty: 3387.570312
	Iteration 51Q: 3 clusters Score -3563559 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -3563565.000000 Penalty: 3387.570312
	Iteration 52Q: 3 clusters Score -3563565 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -3563569.750000 Penalty: 3387.570312
	Iteration 53Q: 3 clusters Score -3563570 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -3563568.500000 Penalty: 3387.570312
	Iteration 54Q: 3 clusters Score -3563568 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -3563573.250000 Penalty: 3387.570312
	Iteration 55Q: 3 clusters Score -3563573 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -3563578.000000 Penalty: 3387.570312
	Iteration 56Q: 3 clusters Score -3563578 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -3563582.250000 Penalty: 3387.570312
	Iteration 57Q: 3 clusters Score -3563582 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -3563580.250000 Penalty: 3387.570312
	Iteration 58Q: 3 clusters Score -3563580 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -3563586.000000 Penalty: 3387.570312
	Iteration 59Q: 3 clusters Score -3563586 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -3563605.250000 Penalty: 3387.570312
	Iteration 60F: 3 clusters Score -3563605 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -3563620.000000 Penalty: 3387.570312
	Iteration 61Q: 3 clusters Score -3563620 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -3563635.500000 Penalty: 3387.570312
	Iteration 62Q: 3 clusters Score -3563636 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -3563641.250000 Penalty: 3387.570312
	Iteration 63Q: 3 clusters Score -3563641 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -3563651.750000 Penalty: 3387.570312
	Iteration 64Q: 3 clusters Score -3563652 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -3563670.750000 Penalty: 3387.570312
	Iteration 65Q: 3 clusters Score -3563671 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -3563680.500000 Penalty: 3387.570312
	Iteration 66Q: 3 clusters Score -3563680 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -3563715.000000 Penalty: 3387.570312
	Iteration 67Q: 3 clusters Score -3563715 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -3563754.000000 Penalty: 3387.570312
	Iteration 68Q: 3 clusters Score -3563754 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -3563779.000000 Penalty: 3387.570312
	Iteration 69Q: 3 clusters Score -3563779 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -3563827.750000 Penalty: 3387.570312
	Iteration 70Q: 3 clusters Score -3563828 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -3563873.000000 Penalty: 3387.570312
	Iteration 71Q: 3 clusters Score -3563873 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -3563915.750000 Penalty: 3387.570312
	Iteration 72Q: 3 clusters Score -3563916 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -3563960.000000 Penalty: 3387.570312
	Iteration 73Q: 3 clusters Score -3563960 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -3564018.750000 Penalty: 3387.570312
	Iteration 74Q: 3 clusters Score -3564019 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -3564066.500000 Penalty: 3387.570312
	Iteration 75Q: 3 clusters Score -3564066 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3564114.750000 Penalty: 3387.570312
	Iteration 76Q: 3 clusters Score -3564115 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -3564152.500000 Penalty: 3387.570312
	Iteration 77Q: 3 clusters Score -3564152 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -3564203.500000 Penalty: 3387.570312
	Iteration 78Q: 3 clusters Score -3564204 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -3564254.000000 Penalty: 3387.570312
	Iteration 79Q: 3 clusters Score -3564254 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -3564293.750000 Penalty: 3387.570312
	Iteration 80F: 3 clusters Score -3564294 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -3564338.000000 Penalty: 3387.570312
	Iteration 81Q: 3 clusters Score -3564338 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -3564377.750000 Penalty: 3387.570312
	Iteration 82Q: 3 clusters Score -3564378 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -3564412.250000 Penalty: 3387.570312
	Iteration 83Q: 3 clusters Score -3564412 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -3564459.500000 Penalty: 3387.570312
	Iteration 84Q: 3 clusters Score -3564460 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -3564505.500000 Penalty: 3387.570312
	Iteration 85Q: 3 clusters Score -3564506 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -3564548.250000 Penalty: 3387.570312
	Iteration 86Q: 3 clusters Score -3564548 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -3564612.500000 Penalty: 3387.570312
	Iteration 87Q: 3 clusters Score -3564612 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -3564665.500000 Penalty: 3387.570312
	Iteration 88Q: 3 clusters Score -3564666 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -3564739.000000 Penalty: 3387.570312
	Iteration 89Q: 3 clusters Score -3564739 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -3564797.250000 Penalty: 3387.570312
	Iteration 90Q: 3 clusters Score -3564797 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -3564864.750000 Penalty: 3387.570312
	Iteration 91Q: 3 clusters Score -3564865 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -3564930.750000 Penalty: 3387.570312
	Iteration 92Q: 3 clusters Score -3564931 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -3565010.250000 Penalty: 3387.570312
	Iteration 93Q: 3 clusters Score -3565010 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -3565069.500000 Penalty: 3387.570312
	Iteration 94Q: 3 clusters Score -3565070 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -3565146.250000 Penalty: 3387.570312
	Iteration 95Q: 3 clusters Score -3565146 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -3565214.750000 Penalty: 3387.570312
	Iteration 96Q: 3 clusters Score -3565215 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -3565302.500000 Penalty: 3387.570312
	Iteration 97Q: 3 clusters Score -3565302 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -3565387.250000 Penalty: 3387.570312
	Iteration 98Q: 3 clusters Score -3565387 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -3565468.000000 Penalty: 3387.570312
	Iteration 99Q: 3 clusters Score -3565468 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -3565566.500000 Penalty: 3387.570312
	Iteration 100F: 3 clusters Score -3565566 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -3565666.500000 Penalty: 3387.570312
	Iteration 101Q: 3 clusters Score -3565666 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -3565756.500000 Penalty: 3387.570312
	Iteration 102Q: 3 clusters Score -3565756 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -3565859.750000 Penalty: 3387.570312
	Iteration 103Q: 3 clusters Score -3565860 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -3565937.250000 Penalty: 3387.570312
	Iteration 104Q: 3 clusters Score -3565937 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -3566002.750000 Penalty: 3387.570312
	Iteration 105Q: 3 clusters Score -3566003 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -3566041.750000 Penalty: 3387.570312
	Iteration 106Q: 3 clusters Score -3566042 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -3566087.000000 Penalty: 3387.570312
	Iteration 107Q: 3 clusters Score -3566087 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -3566150.750000 Penalty: 3387.570312
	Iteration 108Q: 3 clusters Score -3566151 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -3566192.250000 Penalty: 3387.570312
	Iteration 109Q: 3 clusters Score -3566192 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -3566213.500000 Penalty: 3387.570312
	Iteration 110Q: 3 clusters Score -3566214 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -3566265.000000 Penalty: 3387.570312
	Iteration 111Q: 3 clusters Score -3566265 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -3566283.500000 Penalty: 3387.570312
	Iteration 112Q: 3 clusters Score -3566284 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -3566306.500000 Penalty: 3387.570312
	Iteration 113Q: 3 clusters Score -3566306 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -3566315.500000 Penalty: 3387.570312
	Iteration 114Q: 3 clusters Score -3566316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -3566343.000000 Penalty: 3387.570312
	Iteration 115Q: 3 clusters Score -3566343 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -3566354.250000 Penalty: 3387.570312
	Iteration 116Q: 3 clusters Score -3566354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -3566363.000000 Penalty: 3387.570312
	Iteration 117Q: 3 clusters Score -3566363 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -3566373.500000 Penalty: 3387.570312
	Iteration 118Q: 3 clusters Score -3566374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -3566379.500000 Penalty: 3387.570312
	Iteration 119Q: 3 clusters Score -3566380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -3566386.000000 Penalty: 3387.570312
	Iteration 120F: 3 clusters Score -3566386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -3566397.250000 Penalty: 3387.570312
	Iteration 121Q: 3 clusters Score -3566397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -3566401.250000 Penalty: 3387.570312
	Iteration 122Q: 3 clusters Score -3566401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -3566400.000000 Penalty: 3387.570312
	Iteration 123Q: 3 clusters Score -3566400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -3566404.750000 Penalty: 3387.570312
	Iteration 124Q: 3 clusters Score -3566405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -3566405.750000 Penalty: 3387.570312
	Iteration 125Q: 3 clusters Score -3566406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -3566407.500000 Penalty: 3387.570312
	Iteration 126Q: 3 clusters Score -3566408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -3566404.000000 Penalty: 3387.570312
	Iteration 127Q: 3 clusters Score -3566404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -3566405.000000 Penalty: 3387.570312
	Iteration 128Q: 3 clusters Score -3566405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -3566405.250000 Penalty: 3387.570312
	Iteration 129Q: 3 clusters Score -3566405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -3566409.750000 Penalty: 3387.570312
	Iteration 130Q: 3 clusters Score -3566410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -3566412.750000 Penalty: 3387.570312
	Iteration 131Q: 3 clusters Score -3566413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -3566410.250000 Penalty: 3387.570312
	Iteration 132Q: 3 clusters Score -3566410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -3566411.500000 Penalty: 3387.570312
	Iteration 133Q: 3 clusters Score -3566412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -3566414.500000 Penalty: 3387.570312
	Iteration 134Q: 3 clusters Score -3566414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -3566419.000000 Penalty: 3387.570312
	Iteration 135Q: 3 clusters Score -3566419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -3566418.500000 Penalty: 3387.570312
	Iteration 136Q: 3 clusters Score -3566418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -3566423.250000 Penalty: 3387.570312
	Iteration 137Q: 3 clusters Score -3566423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -3566421.750000 Penalty: 3387.570312
	Iteration 138Q: 3 clusters Score -3566422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -3566425.000000 Penalty: 3387.570312
	Iteration 139Q: 3 clusters Score -3566425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -3566422.250000 Penalty: 3387.570312
	Iteration 140F: 3 clusters Score -3566422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -3566423.750000 Penalty: 3387.570312
	Iteration 141Q: 3 clusters Score -3566424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -3566424.250000 Penalty: 3387.570312
	Iteration 142Q: 3 clusters Score -3566424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -3566421.250000 Penalty: 3387.570312
	Iteration 143Q: 3 clusters Score -3566421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -3566424.500000 Penalty: 3387.570312
	Iteration 144Q: 3 clusters Score -3566424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -3566424.500000 Penalty: 3387.570312
	Iteration 145F: 3 clusters Score -3566424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Entering Unmasked Estep 
Score: -1490042.625000 Penalty: 1556.486816
	Iteration 0F: 2 clusters Score -1490043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1479979.750000 Penalty: 3112.973633
	Iteration 0F: 3 clusters Score -1479980 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1483811.000000 Penalty: 3112.973633
	Iteration 1F: 3 clusters Score -1483811 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1484382.250000 Penalty: 3112.973633
	Iteration 2F: 3 clusters Score -1484382 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1485097.000000 Penalty: 3112.973633
	Iteration 3F: 3 clusters Score -1485097 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1485854.500000 Penalty: 3112.973633
	Iteration 4F: 3 clusters Score -1485854 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1486585.750000 Penalty: 3112.973633
	Iteration 5F: 3 clusters Score -1486586 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1487245.750000 Penalty: 3112.973633
	Iteration 6F: 3 clusters Score -1487246 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1487871.625000 Penalty: 3112.973633
	Iteration 7F: 3 clusters Score -1487872 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1488337.125000 Penalty: 3112.973633
	Iteration 8Q: 3 clusters Score -1488337 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1488624.250000 Penalty: 3112.973633
	Iteration 9Q: 3 clusters Score -1488624 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1488799.750000 Penalty: 3112.973633
	Iteration 10Q: 3 clusters Score -1488800 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1488927.375000 Penalty: 3112.973633
	Iteration 11Q: 3 clusters Score -1488927 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1489014.125000 Penalty: 3112.973633
	Iteration 12Q: 3 clusters Score -1489014 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1489063.625000 Penalty: 3112.973633
	Iteration 13Q: 3 clusters Score -1489064 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1489104.250000 Penalty: 3112.973633
	Iteration 14Q: 3 clusters Score -1489104 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1489125.375000 Penalty: 3112.973633
	Iteration 15Q: 3 clusters Score -1489125 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1489139.000000 Penalty: 3112.973633
	Iteration 16Q: 3 clusters Score -1489139 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1489149.500000 Penalty: 3112.973633
	Iteration 17Q: 3 clusters Score -1489150 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1489158.500000 Penalty: 3112.973633
	Iteration 18Q: 3 clusters Score -1489158 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1489159.500000 Penalty: 3112.973633
	Iteration 19Q: 3 clusters Score -1489160 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1489163.500000 Penalty: 3112.973633
	Iteration 20F: 3 clusters Score -1489164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1489168.250000 Penalty: 3112.973633
	Iteration 21Q: 3 clusters Score -1489168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1489171.125000 Penalty: 3112.973633
	Iteration 22Q: 3 clusters Score -1489171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1489176.875000 Penalty: 3112.973633
	Iteration 23Q: 3 clusters Score -1489177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1489176.500000 Penalty: 3112.973633
	Iteration 24Q: 3 clusters Score -1489176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1489177.875000 Penalty: 3112.973633
	Iteration 25Q: 3 clusters Score -1489178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1489175.750000 Penalty: 3112.973633
	Iteration 26Q: 3 clusters Score -1489176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1489177.625000 Penalty: 3112.973633
	Iteration 27Q: 3 clusters Score -1489178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1489177.750000 Penalty: 3112.973633
	Iteration 28Q: 3 clusters Score -1489178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1489176.625000 Penalty: 3112.973633
	Iteration 29Q: 3 clusters Score -1489177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1489179.000000 Penalty: 3112.973633
	Iteration 30Q: 3 clusters Score -1489179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1489178.375000 Penalty: 3112.973633
	Iteration 31Q: 3 clusters Score -1489178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1489176.750000 Penalty: 3112.973633
	Iteration 32Q: 3 clusters Score -1489177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1489177.625000 Penalty: 3112.973633
	Iteration 33Q: 3 clusters Score -1489178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1489178.875000 Penalty: 3112.973633
	Iteration 34Q: 3 clusters Score -1489179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1489178.250000 Penalty: 3112.973633
	Iteration 35Q: 3 clusters Score -1489178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1489179.250000 Penalty: 3112.973633
	Iteration 36Q: 3 clusters Score -1489179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1489181.500000 Penalty: 3112.973633
	Iteration 37Q: 3 clusters Score -1489182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1489179.875000 Penalty: 3112.973633
	Iteration 38Q: 3 clusters Score -1489180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1489181.750000 Penalty: 3112.973633
	Iteration 39Q: 3 clusters Score -1489182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1489181.250000 Penalty: 3112.973633
	Iteration 40F: 3 clusters Score -1489181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1489179.375000 Penalty: 3112.973633
	Iteration 41Q: 3 clusters Score -1489179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1489178.375000 Penalty: 3112.973633
	Iteration 42Q: 3 clusters Score -1489178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1489179.125000 Penalty: 3112.973633
	Iteration 43Q: 3 clusters Score -1489179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1489178.625000 Penalty: 3112.973633
	Iteration 44Q: 3 clusters Score -1489179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1489178.625000 Penalty: 3112.973633
	Iteration 45Q: 3 clusters Score -1489179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1489176.250000 Penalty: 3112.973633
	Iteration 46Q: 3 clusters Score -1489176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1489180.625000 Penalty: 3112.973633
	Iteration 47Q: 3 clusters Score -1489181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1489183.250000 Penalty: 3112.973633
	Iteration 48Q: 3 clusters Score -1489183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1489185.375000 Penalty: 3112.973633
	Iteration 49Q: 3 clusters Score -1489185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1489184.625000 Penalty: 3112.973633
	Iteration 50Q: 3 clusters Score -1489185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1489183.625000 Penalty: 3112.973633
	Iteration 51Q: 3 clusters Score -1489184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1489184.375000 Penalty: 3112.973633
	Iteration 52Q: 3 clusters Score -1489184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1489186.375000 Penalty: 3112.973633
	Iteration 53Q: 3 clusters Score -1489186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1489186.375000 Penalty: 3112.973633
	Iteration 54F: 3 clusters Score -1489186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (36227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Entering Unmasked Estep 
Score: -3586820.500000 Penalty: 1705.853394
	Iteration 0F: 2 clusters Score -3586820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -3562418.000000 Penalty: 3411.706787
	Iteration 0F: 3 clusters Score -3562418 nChanged 16927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -3572011.750000 Penalty: 3411.706787
	Iteration 1F: 3 clusters Score -3572012 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -3572692.500000 Penalty: 3411.706787
	Iteration 2Q: 3 clusters Score -3572692 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -3573442.500000 Penalty: 3411.706787
	Iteration 3Q: 3 clusters Score -3573442 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -3574255.750000 Penalty: 3411.706787
	Iteration 4Q: 3 clusters Score -3574256 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -3575113.500000 Penalty: 3411.706787
	Iteration 5F: 3 clusters Score -3575114 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -3576100.750000 Penalty: 3411.706787
	Iteration 6F: 3 clusters Score -3576101 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -3577139.000000 Penalty: 3411.706787
	Iteration 7F: 3 clusters Score -3577139 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3578320.000000 Penalty: 3411.706787
	Iteration 8F: 3 clusters Score -3578320 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -3579626.000000 Penalty: 3411.706787
	Iteration 9F: 3 clusters Score -3579626 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -3581069.250000 Penalty: 3411.706787
	Iteration 10F: 3 clusters Score -3581069 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -3582447.500000 Penalty: 3411.706787
	Iteration 11F: 3 clusters Score -3582448 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -3583600.250000 Penalty: 3411.706787
	Iteration 12Q: 3 clusters Score -3583600 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -3584341.750000 Penalty: 3411.706787
	Iteration 13Q: 3 clusters Score -3584342 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -3584824.250000 Penalty: 3411.706787
	Iteration 14Q: 3 clusters Score -3584824 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -3585080.000000 Penalty: 3411.706787
	Iteration 15Q: 3 clusters Score -3585080 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -3585270.250000 Penalty: 3411.706787
	Iteration 16Q: 3 clusters Score -3585270 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -3585365.000000 Penalty: 3411.706787
	Iteration 17Q: 3 clusters Score -3585365 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -3585401.000000 Penalty: 3411.706787
	Iteration 18Q: 3 clusters Score -3585401 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -3585433.500000 Penalty: 3411.706787
	Iteration 19Q: 3 clusters Score -3585434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -3585457.250000 Penalty: 3411.706787
	Iteration 20F: 3 clusters Score -3585457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -3585470.000000 Penalty: 3411.706787
	Iteration 21Q: 3 clusters Score -3585470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -3585480.250000 Penalty: 3411.706787
	Iteration 22Q: 3 clusters Score -3585480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -3585485.750000 Penalty: 3411.706787
	Iteration 23Q: 3 clusters Score -3585486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -3585492.250000 Penalty: 3411.706787
	Iteration 24Q: 3 clusters Score -3585492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -3585495.500000 Penalty: 3411.706787
	Iteration 25Q: 3 clusters Score -3585496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -3585496.500000 Penalty: 3411.706787
	Iteration 26Q: 3 clusters Score -3585496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -3585499.750000 Penalty: 3411.706787
	Iteration 27Q: 3 clusters Score -3585500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -3585500.250000 Penalty: 3411.706787
	Iteration 28Q: 3 clusters Score -3585500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -3585506.750000 Penalty: 3411.706787
	Iteration 29Q: 3 clusters Score -3585507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -3585508.750000 Penalty: 3411.706787
	Iteration 30Q: 3 clusters Score -3585509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -3585509.500000 Penalty: 3411.706787
	Iteration 31Q: 3 clusters Score -3585510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -3585514.750000 Penalty: 3411.706787
	Iteration 32Q: 3 clusters Score -3585515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -3585519.000000 Penalty: 3411.706787
	Iteration 33Q: 3 clusters Score -3585519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -3585518.000000 Penalty: 3411.706787
	Iteration 34Q: 3 clusters Score -3585518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -3585523.000000 Penalty: 3411.706787
	Iteration 35Q: 3 clusters Score -3585523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -3585521.500000 Penalty: 3411.706787
	Iteration 36Q: 3 clusters Score -3585522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -3585523.500000 Penalty: 3411.706787
	Iteration 37Q: 3 clusters Score -3585524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -3585523.500000 Penalty: 3411.706787
	Iteration 38F: 3 clusters Score -3585524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Entering Unmasked Estep 
Score: -1838362.250000 Penalty: 1589.510254
	Iteration 0F: 2 clusters Score -1838362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1826294.250000 Penalty: 3179.020508
	Iteration 0F: 3 clusters Score -1826294 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1830619.125000 Penalty: 3179.020508
	Iteration 1F: 3 clusters Score -1830619 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1830964.375000 Penalty: 3179.020508
	Iteration 2F: 3 clusters Score -1830964 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1831304.375000 Penalty: 3179.020508
	Iteration 3Q: 3 clusters Score -1831304 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1831685.000000 Penalty: 3179.020508
	Iteration 4Q: 3 clusters Score -1831685 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1832109.500000 Penalty: 3179.020508
	Iteration 5Q: 3 clusters Score -1832110 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1832624.250000 Penalty: 3179.020508
	Iteration 6Q: 3 clusters Score -1832624 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1833118.250000 Penalty: 3179.020508
	Iteration 7Q: 3 clusters Score -1833118 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1833623.625000 Penalty: 3179.020508
	Iteration 8Q: 3 clusters Score -1833624 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1834139.125000 Penalty: 3179.020508
	Iteration 9Q: 3 clusters Score -1834139 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1834573.875000 Penalty: 3179.020508
	Iteration 10Q: 3 clusters Score -1834574 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1834916.125000 Penalty: 3179.020508
	Iteration 11Q: 3 clusters Score -1834916 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1835104.500000 Penalty: 3179.020508
	Iteration 12Q: 3 clusters Score -1835104 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1835230.750000 Penalty: 3179.020508
	Iteration 13Q: 3 clusters Score -1835231 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1835336.250000 Penalty: 3179.020508
	Iteration 14Q: 3 clusters Score -1835336 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1835411.125000 Penalty: 3179.020508
	Iteration 15Q: 3 clusters Score -1835411 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1835471.500000 Penalty: 3179.020508
	Iteration 16Q: 3 clusters Score -1835472 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1835537.250000 Penalty: 3179.020508
	Iteration 17Q: 3 clusters Score -1835537 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1835594.375000 Penalty: 3179.020508
	Iteration 18Q: 3 clusters Score -1835594 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1835645.375000 Penalty: 3179.020508
	Iteration 19Q: 3 clusters Score -1835645 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1835703.875000 Penalty: 3179.020508
	Iteration 20F: 3 clusters Score -1835704 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1835764.500000 Penalty: 3179.020508
	Iteration 21Q: 3 clusters Score -1835764 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1835814.750000 Penalty: 3179.020508
	Iteration 22Q: 3 clusters Score -1835815 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1835849.000000 Penalty: 3179.020508
	Iteration 23Q: 3 clusters Score -1835849 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1835879.000000 Penalty: 3179.020508
	Iteration 24Q: 3 clusters Score -1835879 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1835911.750000 Penalty: 3179.020508
	Iteration 25Q: 3 clusters Score -1835912 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1835942.125000 Penalty: 3179.020508
	Iteration 26Q: 3 clusters Score -1835942 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1835987.125000 Penalty: 3179.020508
	Iteration 27Q: 3 clusters Score -1835987 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1836027.000000 Penalty: 3179.020508
	Iteration 28Q: 3 clusters Score -1836027 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1836061.875000 Penalty: 3179.020508
	Iteration 29Q: 3 clusters Score -1836062 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1836105.875000 Penalty: 3179.020508
	Iteration 30Q: 3 clusters Score -1836106 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1836159.250000 Penalty: 3179.020508
	Iteration 31Q: 3 clusters Score -1836159 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1836214.500000 Penalty: 3179.020508
	Iteration 32Q: 3 clusters Score -1836214 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1836280.750000 Penalty: 3179.020508
	Iteration 33Q: 3 clusters Score -1836281 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1836353.375000 Penalty: 3179.020508
	Iteration 34Q: 3 clusters Score -1836353 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1836419.000000 Penalty: 3179.020508
	Iteration 35Q: 3 clusters Score -1836419 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1836479.000000 Penalty: 3179.020508
	Iteration 36Q: 3 clusters Score -1836479 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1836531.250000 Penalty: 3179.020508
	Iteration 37Q: 3 clusters Score -1836531 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1836576.625000 Penalty: 3179.020508
	Iteration 38Q: 3 clusters Score -1836577 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1836612.500000 Penalty: 3179.020508
	Iteration 39Q: 3 clusters Score -1836612 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1836657.125000 Penalty: 3179.020508
	Iteration 40F: 3 clusters Score -1836657 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1836710.375000 Penalty: 3179.020508
	Iteration 41Q: 3 clusters Score -1836710 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1836757.375000 Penalty: 3179.020508
	Iteration 42Q: 3 clusters Score -1836757 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1836791.250000 Penalty: 3179.020508
	Iteration 43Q: 3 clusters Score -1836791 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1836827.500000 Penalty: 3179.020508
	Iteration 44Q: 3 clusters Score -1836828 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1836856.500000 Penalty: 3179.020508
	Iteration 45Q: 3 clusters Score -1836856 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1836899.875000 Penalty: 3179.020508
	Iteration 46Q: 3 clusters Score -1836900 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1836933.000000 Penalty: 3179.020508
	Iteration 47Q: 3 clusters Score -1836933 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1836965.625000 Penalty: 3179.020508
	Iteration 48Q: 3 clusters Score -1836966 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1836985.500000 Penalty: 3179.020508
	Iteration 49Q: 3 clusters Score -1836986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1837007.500000 Penalty: 3179.020508
	Iteration 50Q: 3 clusters Score -1837008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1837016.875000 Penalty: 3179.020508
	Iteration 51Q: 3 clusters Score -1837017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1837029.875000 Penalty: 3179.020508
	Iteration 52Q: 3 clusters Score -1837030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1837048.375000 Penalty: 3179.020508
	Iteration 53Q: 3 clusters Score -1837048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1837060.500000 Penalty: 3179.020508
	Iteration 54Q: 3 clusters Score -1837060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1837069.250000 Penalty: 3179.020508
	Iteration 55Q: 3 clusters Score -1837069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1837078.750000 Penalty: 3179.020508
	Iteration 56Q: 3 clusters Score -1837079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1837084.500000 Penalty: 3179.020508
	Iteration 57Q: 3 clusters Score -1837084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1837093.750000 Penalty: 3179.020508
	Iteration 58Q: 3 clusters Score -1837094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1837093.250000 Penalty: 3179.020508
	Iteration 59Q: 3 clusters Score -1837093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1837093.250000 Penalty: 3179.020508
	Iteration 60F: 3 clusters Score -1837093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1837093.750000 Penalty: 3179.020508
	Iteration 61Q: 3 clusters Score -1837094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1837093.875000 Penalty: 3179.020508
	Iteration 62Q: 3 clusters Score -1837094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1837096.250000 Penalty: 3179.020508
	Iteration 63Q: 3 clusters Score -1837096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1837097.750000 Penalty: 3179.020508
	Iteration 64Q: 3 clusters Score -1837098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1837098.125000 Penalty: 3179.020508
	Iteration 65Q: 3 clusters Score -1837098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1837097.000000 Penalty: 3179.020508
	Iteration 66Q: 3 clusters Score -1837097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1837096.250000 Penalty: 3179.020508
	Iteration 67Q: 3 clusters Score -1837096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1837098.375000 Penalty: 3179.020508
	Iteration 68Q: 3 clusters Score -1837098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1837098.375000 Penalty: 3179.020508
	Iteration 69F: 3 clusters Score -1837098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Entering Unmasked Estep 
Score: -214697.906250 Penalty: 1261.629028
	Iteration 0F: 2 clusters Score -214697.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -212445.562500 Penalty: 2523.258057
	Iteration 0F: 3 clusters Score -212445.6 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -213067.562500 Penalty: 2523.258057
	Iteration 1F: 3 clusters Score -213067.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -213331.968750 Penalty: 2523.258057
	Iteration 2F: 3 clusters Score -213332 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -213516.015625 Penalty: 2523.258057
	Iteration 3F: 3 clusters Score -213516 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -213628.812500 Penalty: 2523.258057
	Iteration 4Q: 3 clusters Score -213628.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -213711.328125 Penalty: 2523.258057
	Iteration 5Q: 3 clusters Score -213711.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -213781.734375 Penalty: 2523.258057
	Iteration 6Q: 3 clusters Score -213781.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -213843.875000 Penalty: 2523.258057
	Iteration 7Q: 3 clusters Score -213843.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -213896.031250 Penalty: 2523.258057
	Iteration 8Q: 3 clusters Score -213896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -213930.921875 Penalty: 2523.258057
	Iteration 9Q: 3 clusters Score -213930.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -213964.437500 Penalty: 2523.258057
	Iteration 10Q: 3 clusters Score -213964.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -213996.328125 Penalty: 2523.258057
	Iteration 11Q: 3 clusters Score -213996.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -214032.515625 Penalty: 2523.258057
	Iteration 12Q: 3 clusters Score -214032.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -214060.343750 Penalty: 2523.258057
	Iteration 13Q: 3 clusters Score -214060.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -214090.359375 Penalty: 2523.258057
	Iteration 14Q: 3 clusters Score -214090.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -214121.578125 Penalty: 2523.258057
	Iteration 15Q: 3 clusters Score -214121.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -214140.734375 Penalty: 2523.258057
	Iteration 16Q: 3 clusters Score -214140.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -214159.734375 Penalty: 2523.258057
	Iteration 17Q: 3 clusters Score -214159.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -214165.953125 Penalty: 2523.258057
	Iteration 18Q: 3 clusters Score -214166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -214167.406250 Penalty: 2523.258057
	Iteration 19Q: 3 clusters Score -214167.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -214168.156250 Penalty: 2523.258057
	Iteration 20F: 3 clusters Score -214168.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -214168.031250 Penalty: 2523.258057
	Iteration 21Q: 3 clusters Score -214168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -214168.031250 Penalty: 2523.258057
	Iteration 22F: 3 clusters Score -214168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (128710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128710 members 
Entering Unmasked Estep 
Score: -13804328.000000 Penalty: 1911.864014
	Iteration 0F: 2 clusters Score -1.380433e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64326 members 
Mstep: Class 2 contains 64384 members 
Entering Unmasked Estep 
Score: -13718071.000000 Penalty: 3823.728027
	Iteration 0F: 3 clusters Score -1.371807e+07 nChanged 61789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65279 members 
Mstep: Class 2 contains 63431 members 
Entering Unmasked Estep 
Score: -13755400.000000 Penalty: 3823.728027
	Iteration 1F: 3 clusters Score -1.37554e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66827 members 
Mstep: Class 2 contains 61883 members 
Entering Unmasked Estep 
Score: -13757894.000000 Penalty: 3823.728027
	Iteration 2Q: 3 clusters Score -1.375789e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69576 members 
Mstep: Class 2 contains 59134 members 
Entering Unmasked Estep 
Score: -13761760.000000 Penalty: 3823.728027
	Iteration 3F: 3 clusters Score -1.376176e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73613 members 
Mstep: Class 2 contains 55097 members 
Entering Unmasked Estep 
Score: -13767313.000000 Penalty: 3823.728027
	Iteration 4F: 3 clusters Score -1.376731e+07 nChanged 9507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78484 members 
Mstep: Class 2 contains 50226 members 
Entering Unmasked Estep 
Score: -13773050.000000 Penalty: 3823.728027
	Iteration 5F: 3 clusters Score -1.377305e+07 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83336 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -13777646.000000 Penalty: 3823.728027
	Iteration 6F: 3 clusters Score -1.377765e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87759 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -13780786.000000 Penalty: 3823.728027
	Iteration 7F: 3 clusters Score -1.378079e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91920 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -13783027.000000 Penalty: 3823.728027
	Iteration 8Q: 3 clusters Score -1.378303e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95940 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -13784804.000000 Penalty: 3823.728027
	Iteration 9Q: 3 clusters Score -1.37848e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100024 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -13786666.000000 Penalty: 3823.728027
	Iteration 10Q: 3 clusters Score -1.378667e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104242 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -13788712.000000 Penalty: 3823.728027
	Iteration 11Q: 3 clusters Score -1.378871e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108259 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -13790945.000000 Penalty: 3823.728027
	Iteration 12Q: 3 clusters Score -1.379094e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112104 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -13793156.000000 Penalty: 3823.728027
	Iteration 13Q: 3 clusters Score -1.379316e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115529 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -13795341.000000 Penalty: 3823.728027
	Iteration 14Q: 3 clusters Score -1.379534e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118457 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -13797156.000000 Penalty: 3823.728027
	Iteration 15Q: 3 clusters Score -1.379716e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120880 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -13798544.000000 Penalty: 3823.728027
	Iteration 16Q: 3 clusters Score -1.379854e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122814 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -13799793.000000 Penalty: 3823.728027
	Iteration 17Q: 3 clusters Score -1.379979e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124109 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -13800443.000000 Penalty: 3823.728027
	Iteration 18Q: 3 clusters Score -1.380044e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125083 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -13801006.000000 Penalty: 3823.728027
	Iteration 19Q: 3 clusters Score -1.380101e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125811 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -13801474.000000 Penalty: 3823.728027
	Iteration 20F: 3 clusters Score -1.380147e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126411 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -13801858.000000 Penalty: 3823.728027
	Iteration 21Q: 3 clusters Score -1.380186e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126848 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -13802158.000000 Penalty: 3823.728027
	Iteration 22Q: 3 clusters Score -1.380216e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127179 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -13802461.000000 Penalty: 3823.728027
	Iteration 23Q: 3 clusters Score -1.380246e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127356 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -13802715.000000 Penalty: 3823.728027
	Iteration 24Q: 3 clusters Score -1.380272e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127455 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -13802875.000000 Penalty: 3823.728027
	Iteration 25Q: 3 clusters Score -1.380288e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127514 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -13802975.000000 Penalty: 3823.728027
	Iteration 26Q: 3 clusters Score -1.380298e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127547 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -13803060.000000 Penalty: 3823.728027
	Iteration 27Q: 3 clusters Score -1.380306e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127564 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -13803168.000000 Penalty: 3823.728027
	Iteration 28Q: 3 clusters Score -1.380317e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127590 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -13803216.000000 Penalty: 3823.728027
	Iteration 29Q: 3 clusters Score -1.380322e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127589 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -13803256.000000 Penalty: 3823.728027
	Iteration 30Q: 3 clusters Score -1.380326e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127580 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -13803289.000000 Penalty: 3823.728027
	Iteration 31Q: 3 clusters Score -1.380329e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127574 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -13803320.000000 Penalty: 3823.728027
	Iteration 32Q: 3 clusters Score -1.380332e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127574 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -13803323.000000 Penalty: 3823.728027
	Iteration 33Q: 3 clusters Score -1.380332e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127575 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -13803339.000000 Penalty: 3823.728027
	Iteration 34Q: 3 clusters Score -1.380334e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127567 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -13803363.000000 Penalty: 3823.728027
	Iteration 35Q: 3 clusters Score -1.380336e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127566 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -13803379.000000 Penalty: 3823.728027
	Iteration 36Q: 3 clusters Score -1.380338e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127570 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -13803390.000000 Penalty: 3823.728027
	Iteration 37Q: 3 clusters Score -1.380339e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127572 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -13803392.000000 Penalty: 3823.728027
	Iteration 38Q: 3 clusters Score -1.380339e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127572 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -13803380.000000 Penalty: 3823.728027
	Iteration 39Q: 3 clusters Score -1.380338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127568 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -13803372.000000 Penalty: 3823.728027
	Iteration 40F: 3 clusters Score -1.380337e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127565 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -13803368.000000 Penalty: 3823.728027
	Iteration 41Q: 3 clusters Score -1.380337e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127560 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -13803387.000000 Penalty: 3823.728027
	Iteration 42Q: 3 clusters Score -1.380339e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127562 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -13803395.000000 Penalty: 3823.728027
	Iteration 43Q: 3 clusters Score -1.38034e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127563 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -13803393.000000 Penalty: 3823.728027
	Iteration 44Q: 3 clusters Score -1.380339e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127561 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -13803412.000000 Penalty: 3823.728027
	Iteration 45Q: 3 clusters Score -1.380341e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127565 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -13803412.000000 Penalty: 3823.728027
	Iteration 46Q: 3 clusters Score -1.380341e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127568 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -13803419.000000 Penalty: 3823.728027
	Iteration 47Q: 3 clusters Score -1.380342e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127570 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -13803427.000000 Penalty: 3823.728027
	Iteration 48Q: 3 clusters Score -1.380343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127571 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -13803429.000000 Penalty: 3823.728027
	Iteration 49Q: 3 clusters Score -1.380343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127577 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -13803429.000000 Penalty: 3823.728027
	Iteration 50Q: 3 clusters Score -1.380343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127576 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -13803433.000000 Penalty: 3823.728027
	Iteration 51Q: 3 clusters Score -1.380343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127574 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -13803446.000000 Penalty: 3823.728027
	Iteration 52Q: 3 clusters Score -1.380345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127573 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -13803434.000000 Penalty: 3823.728027
	Iteration 53Q: 3 clusters Score -1.380343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127573 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -13803441.000000 Penalty: 3823.728027
	Iteration 54Q: 3 clusters Score -1.380344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127573 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -13803446.000000 Penalty: 3823.728027
	Iteration 55Q: 3 clusters Score -1.380345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127573 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -13803448.000000 Penalty: 3823.728027
	Iteration 56Q: 3 clusters Score -1.380345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127573 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -13803448.000000 Penalty: 3823.728027
	Iteration 57F: 3 clusters Score -1.380345e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Entering Unmasked Estep 
Score: -1886900.750000 Penalty: 1590.114990
	Iteration 0F: 2 clusters Score -1886901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1874617.625000 Penalty: 3180.229980
	Iteration 0F: 3 clusters Score -1874618 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1879105.625000 Penalty: 3180.229980
	Iteration 1F: 3 clusters Score -1879106 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1879426.625000 Penalty: 3180.229980
	Iteration 2Q: 3 clusters Score -1879427 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1879761.875000 Penalty: 3180.229980
	Iteration 3Q: 3 clusters Score -1879762 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1880123.500000 Penalty: 3180.229980
	Iteration 4Q: 3 clusters Score -1880124 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1880527.125000 Penalty: 3180.229980
	Iteration 5Q: 3 clusters Score -1880527 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1880980.375000 Penalty: 3180.229980
	Iteration 6F: 3 clusters Score -1880980 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1881439.250000 Penalty: 3180.229980
	Iteration 7Q: 3 clusters Score -1881439 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1881916.125000 Penalty: 3180.229980
	Iteration 8Q: 3 clusters Score -1881916 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1882365.625000 Penalty: 3180.229980
	Iteration 9Q: 3 clusters Score -1882366 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1882821.750000 Penalty: 3180.229980
	Iteration 10Q: 3 clusters Score -1882822 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1883278.750000 Penalty: 3180.229980
	Iteration 11Q: 3 clusters Score -1883279 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1883694.000000 Penalty: 3180.229980
	Iteration 12Q: 3 clusters Score -1883694 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1884090.750000 Penalty: 3180.229980
	Iteration 13Q: 3 clusters Score -1884091 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1884447.750000 Penalty: 3180.229980
	Iteration 14Q: 3 clusters Score -1884448 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1884759.750000 Penalty: 3180.229980
	Iteration 15Q: 3 clusters Score -1884760 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1884995.875000 Penalty: 3180.229980
	Iteration 16Q: 3 clusters Score -1884996 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1885149.750000 Penalty: 3180.229980
	Iteration 17Q: 3 clusters Score -1885150 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1885247.000000 Penalty: 3180.229980
	Iteration 18Q: 3 clusters Score -1885247 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1885318.125000 Penalty: 3180.229980
	Iteration 19Q: 3 clusters Score -1885318 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1885359.250000 Penalty: 3180.229980
	Iteration 20F: 3 clusters Score -1885359 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1885396.875000 Penalty: 3180.229980
	Iteration 21Q: 3 clusters Score -1885397 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1885424.750000 Penalty: 3180.229980
	Iteration 22Q: 3 clusters Score -1885425 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1885457.750000 Penalty: 3180.229980
	Iteration 23Q: 3 clusters Score -1885458 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1885473.875000 Penalty: 3180.229980
	Iteration 24Q: 3 clusters Score -1885474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1885488.000000 Penalty: 3180.229980
	Iteration 25Q: 3 clusters Score -1885488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1885500.125000 Penalty: 3180.229980
	Iteration 26Q: 3 clusters Score -1885500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1885510.750000 Penalty: 3180.229980
	Iteration 27Q: 3 clusters Score -1885511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1885520.000000 Penalty: 3180.229980
	Iteration 28Q: 3 clusters Score -1885520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1885521.500000 Penalty: 3180.229980
	Iteration 29Q: 3 clusters Score -1885522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1885530.625000 Penalty: 3180.229980
	Iteration 30Q: 3 clusters Score -1885531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1885545.000000 Penalty: 3180.229980
	Iteration 31Q: 3 clusters Score -1885545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1885550.625000 Penalty: 3180.229980
	Iteration 32Q: 3 clusters Score -1885551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1885560.000000 Penalty: 3180.229980
	Iteration 33Q: 3 clusters Score -1885560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1885562.375000 Penalty: 3180.229980
	Iteration 34Q: 3 clusters Score -1885562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1885562.125000 Penalty: 3180.229980
	Iteration 35Q: 3 clusters Score -1885562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1885565.625000 Penalty: 3180.229980
	Iteration 36Q: 3 clusters Score -1885566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1885567.000000 Penalty: 3180.229980
	Iteration 37Q: 3 clusters Score -1885567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1885567.625000 Penalty: 3180.229980
	Iteration 38Q: 3 clusters Score -1885568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1885565.125000 Penalty: 3180.229980
	Iteration 39Q: 3 clusters Score -1885565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1885568.875000 Penalty: 3180.229980
	Iteration 40F: 3 clusters Score -1885569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Entering Unmasked Estep 
Score: -2146605.500000 Penalty: 1613.019897
	Iteration 0F: 2 clusters Score -2146606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2132706.500000 Penalty: 3226.039795
	Iteration 0F: 3 clusters Score -2132706 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2137737.000000 Penalty: 3226.039795
	Iteration 1F: 3 clusters Score -2137737 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2138175.250000 Penalty: 3226.039795
	Iteration 2F: 3 clusters Score -2138175 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2138729.750000 Penalty: 3226.039795
	Iteration 3F: 3 clusters Score -2138730 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2139483.250000 Penalty: 3226.039795
	Iteration 4F: 3 clusters Score -2139483 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2140384.750000 Penalty: 3226.039795
	Iteration 5F: 3 clusters Score -2140385 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2141388.500000 Penalty: 3226.039795
	Iteration 6F: 3 clusters Score -2141388 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2142331.250000 Penalty: 3226.039795
	Iteration 7F: 3 clusters Score -2142331 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2143175.000000 Penalty: 3226.039795
	Iteration 8F: 3 clusters Score -2143175 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2143811.250000 Penalty: 3226.039795
	Iteration 9Q: 3 clusters Score -2143811 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2144298.000000 Penalty: 3226.039795
	Iteration 10Q: 3 clusters Score -2144298 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2144628.750000 Penalty: 3226.039795
	Iteration 11Q: 3 clusters Score -2144629 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2144824.500000 Penalty: 3226.039795
	Iteration 12Q: 3 clusters Score -2144824 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2144945.000000 Penalty: 3226.039795
	Iteration 13Q: 3 clusters Score -2144945 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2145028.000000 Penalty: 3226.039795
	Iteration 14Q: 3 clusters Score -2145028 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2145071.500000 Penalty: 3226.039795
	Iteration 15Q: 3 clusters Score -2145072 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2145090.500000 Penalty: 3226.039795
	Iteration 16Q: 3 clusters Score -2145090 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2145112.000000 Penalty: 3226.039795
	Iteration 17Q: 3 clusters Score -2145112 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2145129.250000 Penalty: 3226.039795
	Iteration 18Q: 3 clusters Score -2145129 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2145142.500000 Penalty: 3226.039795
	Iteration 19Q: 3 clusters Score -2145142 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2145154.250000 Penalty: 3226.039795
	Iteration 20F: 3 clusters Score -2145154 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2145168.000000 Penalty: 3226.039795
	Iteration 21Q: 3 clusters Score -2145168 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2145173.000000 Penalty: 3226.039795
	Iteration 22Q: 3 clusters Score -2145173 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2145177.000000 Penalty: 3226.039795
	Iteration 23Q: 3 clusters Score -2145177 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2145176.500000 Penalty: 3226.039795
	Iteration 24Q: 3 clusters Score -2145176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2145190.750000 Penalty: 3226.039795
	Iteration 25Q: 3 clusters Score -2145191 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2145198.750000 Penalty: 3226.039795
	Iteration 26Q: 3 clusters Score -2145199 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2145204.750000 Penalty: 3226.039795
	Iteration 27Q: 3 clusters Score -2145205 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2145210.250000 Penalty: 3226.039795
	Iteration 28Q: 3 clusters Score -2145210 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2145210.250000 Penalty: 3226.039795
	Iteration 29Q: 3 clusters Score -2145210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2145216.250000 Penalty: 3226.039795
	Iteration 30Q: 3 clusters Score -2145216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2145220.750000 Penalty: 3226.039795
	Iteration 31Q: 3 clusters Score -2145221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2145218.750000 Penalty: 3226.039795
	Iteration 32Q: 3 clusters Score -2145219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2145221.250000 Penalty: 3226.039795
	Iteration 33Q: 3 clusters Score -2145221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2145222.000000 Penalty: 3226.039795
	Iteration 34Q: 3 clusters Score -2145222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2145221.000000 Penalty: 3226.039795
	Iteration 35Q: 3 clusters Score -2145221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2145219.750000 Penalty: 3226.039795
	Iteration 36Q: 3 clusters Score -2145220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2145219.500000 Penalty: 3226.039795
	Iteration 37Q: 3 clusters Score -2145220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2145219.250000 Penalty: 3226.039795
	Iteration 38Q: 3 clusters Score -2145219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -2145218.250000 Penalty: 3226.039795
	Iteration 39Q: 3 clusters Score -2145218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2145224.000000 Penalty: 3226.039795
	Iteration 40F: 3 clusters Score -2145224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2145224.000000 Penalty: 3226.039795
	Iteration 41Q: 3 clusters Score -2145224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2145227.250000 Penalty: 3226.039795
	Iteration 42Q: 3 clusters Score -2145227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2145226.500000 Penalty: 3226.039795
	Iteration 43Q: 3 clusters Score -2145226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2145228.500000 Penalty: 3226.039795
	Iteration 44Q: 3 clusters Score -2145228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2145228.500000 Penalty: 3226.039795
	Iteration 45Q: 3 clusters Score -2145228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2145228.500000 Penalty: 3226.039795
	Iteration 46F: 3 clusters Score -2145228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Entering Unmasked Estep 
Score: -631585.000000 Penalty: 1426.977783
	Iteration 0F: 2 clusters Score -631585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -626769.187500 Penalty: 2853.955566
	Iteration 0F: 3 clusters Score -626769.2 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -629512.000000 Penalty: 2853.955566
	Iteration 1F: 3 clusters Score -629512 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -631433.625000 Penalty: 2853.955566
	Iteration 2F: 3 clusters Score -631433.6 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -632592.750000 Penalty: 2853.955566
	Iteration 3F: 3 clusters Score -632592.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -633399.312500 Penalty: 2853.955566
	Iteration 4F: 3 clusters Score -633399.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -634435.687500 Penalty: 2853.955566
	Iteration 5F: 3 clusters Score -634435.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -635677.687500 Penalty: 2853.955566
	Iteration 6F: 3 clusters Score -635677.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -636547.937500 Penalty: 2853.955566
	Iteration 7Q: 3 clusters Score -636547.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -636864.937500 Penalty: 2853.955566
	Iteration 8Q: 3 clusters Score -636864.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -637121.312500 Penalty: 2853.955566
	Iteration 9Q: 3 clusters Score -637121.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -637463.625000 Penalty: 2853.955566
	Iteration 10Q: 3 clusters Score -637463.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -637663.750000 Penalty: 2853.955566
	Iteration 11Q: 3 clusters Score -637663.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -637708.625000 Penalty: 2853.955566
	Iteration 12Q: 3 clusters Score -637708.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -637726.437500 Penalty: 2853.955566
	Iteration 13Q: 3 clusters Score -637726.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -637735.000000 Penalty: 2853.955566
	Iteration 14Q: 3 clusters Score -637735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -637735.625000 Penalty: 2853.955566
	Iteration 15Q: 3 clusters Score -637735.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -637736.625000 Penalty: 2853.955566
	Iteration 16Q: 3 clusters Score -637736.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -637737.000000 Penalty: 2853.955566
	Iteration 17Q: 3 clusters Score -637737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -637737.125000 Penalty: 2853.955566
	Iteration 18Q: 3 clusters Score -637737.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -637737.125000 Penalty: 2853.955566
	Iteration 19F: 3 clusters Score -637737.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 21828 members 
Mstep: Class 3 contains 171900 members 
Mstep: Class 4 contains 28694 members 
Mstep: Class 5 contains 24485 members 
Mstep: Class 6 contains 12122 members 
Mstep: Class 7 contains 274 members 
Mstep: Class 8 contains 3319 members 
Mstep: Class 9 contains 5832 members 
Mstep: Class 10 contains 3264 members 
Mstep: Class 11 contains 33634 members 
Mstep: Class 12 contains 14449 members 
Mstep: Class 13 contains 36227 members 
Mstep: Class 14 contains 17705 members 
Mstep: Class 15 contains 2354 members 
Mstep: Class 16 contains 128710 members 
Mstep: Class 17 contains 17771 members 
Mstep: Class 18 contains 20461 members 
Mstep: Class 19 contains 3216 members 
Mstep: Class 20 contains 5884 members 
Mstep: Class 21 contains 3118 members 
Mstep: Class 22 contains 19696 members 
Mstep: Class 23 contains 29440 members 
Mstep: Class 24 contains 884 members 
Mstep: Class 25 contains 2499 members 
Mstep: Class 26 contains 10792 members 
Mstep: Class 27 contains 4052 members 
Mstep: Class 28 contains 1504 members 
Mstep: Class 29 contains 6665 members 
Mstep: Class 30 contains 3296 members 
Entering Unmasked Estep 
Score: -65952036.000000 Penalty: 65185.351562
Splitting cluster 19 changes total score from -65946608.000000 to -65952036.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (5884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Entering Unmasked Estep 
Score: -568899.062500 Penalty: 1410.498657
	Iteration 0F: 2 clusters Score -568899.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -564358.625000 Penalty: 2820.997314
	Iteration 0F: 3 clusters Score -564358.6 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -565714.625000 Penalty: 2820.997314
	Iteration 1F: 3 clusters Score -565714.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -566055.437500 Penalty: 2820.997314
	Iteration 2F: 3 clusters Score -566055.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -566323.750000 Penalty: 2820.997314
	Iteration 3F: 3 clusters Score -566323.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -566546.687500 Penalty: 2820.997314
	Iteration 4F: 3 clusters Score -566546.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -566731.125000 Penalty: 2820.997314
	Iteration 5Q: 3 clusters Score -566731.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -566909.125000 Penalty: 2820.997314
	Iteration 6Q: 3 clusters Score -566909.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -567077.562500 Penalty: 2820.997314
	Iteration 7Q: 3 clusters Score -567077.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -567236.250000 Penalty: 2820.997314
	Iteration 8Q: 3 clusters Score -567236.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -567350.562500 Penalty: 2820.997314
	Iteration 9Q: 3 clusters Score -567350.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -567450.687500 Penalty: 2820.997314
	Iteration 10Q: 3 clusters Score -567450.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -567541.812500 Penalty: 2820.997314
	Iteration 11Q: 3 clusters Score -567541.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -567611.250000 Penalty: 2820.997314
	Iteration 12Q: 3 clusters Score -567611.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -567673.812500 Penalty: 2820.997314
	Iteration 13Q: 3 clusters Score -567673.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -567719.500000 Penalty: 2820.997314
	Iteration 14Q: 3 clusters Score -567719.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -567760.687500 Penalty: 2820.997314
	Iteration 15Q: 3 clusters Score -567760.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -567782.187500 Penalty: 2820.997314
	Iteration 16Q: 3 clusters Score -567782.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -567795.375000 Penalty: 2820.997314
	Iteration 17Q: 3 clusters Score -567795.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -567804.250000 Penalty: 2820.997314
	Iteration 18Q: 3 clusters Score -567804.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -567813.125000 Penalty: 2820.997314
	Iteration 19Q: 3 clusters Score -567813.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -567822.250000 Penalty: 2820.997314
	Iteration 20F: 3 clusters Score -567822.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -567834.125000 Penalty: 2820.997314
	Iteration 21Q: 3 clusters Score -567834.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -567848.687500 Penalty: 2820.997314
	Iteration 22Q: 3 clusters Score -567848.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -567853.937500 Penalty: 2820.997314
	Iteration 23Q: 3 clusters Score -567853.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -567858.375000 Penalty: 2820.997314
	Iteration 24Q: 3 clusters Score -567858.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -567860.125000 Penalty: 2820.997314
	Iteration 25Q: 3 clusters Score -567860.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -567860.687500 Penalty: 2820.997314
	Iteration 26Q: 3 clusters Score -567860.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -567861.187500 Penalty: 2820.997314
	Iteration 27Q: 3 clusters Score -567861.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -567861.625000 Penalty: 2820.997314
	Iteration 28Q: 3 clusters Score -567861.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -567862.437500 Penalty: 2820.997314
	Iteration 29Q: 3 clusters Score -567862.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -567864.625000 Penalty: 2820.997314
	Iteration 30Q: 3 clusters Score -567864.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -567867.687500 Penalty: 2820.997314
	Iteration 31Q: 3 clusters Score -567867.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -567868.937500 Penalty: 2820.997314
	Iteration 32Q: 3 clusters Score -567868.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -567868.937500 Penalty: 2820.997314
	Iteration 33F: 3 clusters Score -567868.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Entering Unmasked Estep 
Score: -323232.937500 Penalty: 1307.303833
	Iteration 0F: 2 clusters Score -323232.9 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 1588 members 
Entering Unmasked Estep 
Score: -320446.093750 Penalty: 2614.607666
	Iteration 0F: 3 clusters Score -320446.1 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -321221.375000 Penalty: 2614.607666
	Iteration 1F: 3 clusters Score -321221.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -321428.593750 Penalty: 2614.607666
	Iteration 2F: 3 clusters Score -321428.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -321619.093750 Penalty: 2614.607666
	Iteration 3F: 3 clusters Score -321619.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -321775.906250 Penalty: 2614.607666
	Iteration 4F: 3 clusters Score -321775.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -321912.343750 Penalty: 2614.607666
	Iteration 5F: 3 clusters Score -321912.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -322008.250000 Penalty: 2614.607666
	Iteration 6Q: 3 clusters Score -322008.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -322078.968750 Penalty: 2614.607666
	Iteration 7Q: 3 clusters Score -322079 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -322151.593750 Penalty: 2614.607666
	Iteration 8Q: 3 clusters Score -322151.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -322210.250000 Penalty: 2614.607666
	Iteration 9Q: 3 clusters Score -322210.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -322255.593750 Penalty: 2614.607666
	Iteration 10Q: 3 clusters Score -322255.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -322298.593750 Penalty: 2614.607666
	Iteration 11Q: 3 clusters Score -322298.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -322329.593750 Penalty: 2614.607666
	Iteration 12Q: 3 clusters Score -322329.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -322356.406250 Penalty: 2614.607666
	Iteration 13Q: 3 clusters Score -322356.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -322374.343750 Penalty: 2614.607666
	Iteration 14Q: 3 clusters Score -322374.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -322387.218750 Penalty: 2614.607666
	Iteration 15Q: 3 clusters Score -322387.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -322397.718750 Penalty: 2614.607666
	Iteration 16Q: 3 clusters Score -322397.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -322407.718750 Penalty: 2614.607666
	Iteration 17Q: 3 clusters Score -322407.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -322411.750000 Penalty: 2614.607666
	Iteration 18Q: 3 clusters Score -322411.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -322414.656250 Penalty: 2614.607666
	Iteration 19Q: 3 clusters Score -322414.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -322415.687500 Penalty: 2614.607666
	Iteration 20F: 3 clusters Score -322415.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -322416.187500 Penalty: 2614.607666
	Iteration 21Q: 3 clusters Score -322416.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -322417.750000 Penalty: 2614.607666
	Iteration 22Q: 3 clusters Score -322417.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -322418.312500 Penalty: 2614.607666
	Iteration 23Q: 3 clusters Score -322418.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -322419.562500 Penalty: 2614.607666
	Iteration 24Q: 3 clusters Score -322419.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -322421.406250 Penalty: 2614.607666
	Iteration 25Q: 3 clusters Score -322421.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -322422.687500 Penalty: 2614.607666
	Iteration 26Q: 3 clusters Score -322422.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -322423.843750 Penalty: 2614.607666
	Iteration 27Q: 3 clusters Score -322423.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -322424.656250 Penalty: 2614.607666
	Iteration 28Q: 3 clusters Score -322424.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -322426.500000 Penalty: 2614.607666
	Iteration 29Q: 3 clusters Score -322426.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -322426.250000 Penalty: 2614.607666
	Iteration 30Q: 3 clusters Score -322426.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -322426.250000 Penalty: 2614.607666
	Iteration 31F: 3 clusters Score -322426.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Entering Unmasked Estep 
Score: -2095695.875000 Penalty: 1606.827759
	Iteration 0F: 2 clusters Score -2095696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2082196.375000 Penalty: 3213.655518
	Iteration 0F: 3 clusters Score -2082196 nChanged 8889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2087194.375000 Penalty: 3213.655518
	Iteration 1F: 3 clusters Score -2087194 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2087615.500000 Penalty: 3213.655518
	Iteration 2F: 3 clusters Score -2087616 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2087977.875000 Penalty: 3213.655518
	Iteration 3Q: 3 clusters Score -2087978 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2088355.500000 Penalty: 3213.655518
	Iteration 4Q: 3 clusters Score -2088356 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2088746.375000 Penalty: 3213.655518
	Iteration 5Q: 3 clusters Score -2088746 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2089188.750000 Penalty: 3213.655518
	Iteration 6Q: 3 clusters Score -2089189 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2089722.125000 Penalty: 3213.655518
	Iteration 7Q: 3 clusters Score -2089722 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2090272.000000 Penalty: 3213.655518
	Iteration 8Q: 3 clusters Score -2090272 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2090824.750000 Penalty: 3213.655518
	Iteration 9Q: 3 clusters Score -2090825 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2091320.625000 Penalty: 3213.655518
	Iteration 10Q: 3 clusters Score -2091321 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2091772.000000 Penalty: 3213.655518
	Iteration 11Q: 3 clusters Score -2091772 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2092183.500000 Penalty: 3213.655518
	Iteration 12Q: 3 clusters Score -2092184 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2092525.500000 Penalty: 3213.655518
	Iteration 13Q: 3 clusters Score -2092526 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2092805.500000 Penalty: 3213.655518
	Iteration 14Q: 3 clusters Score -2092806 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2093054.125000 Penalty: 3213.655518
	Iteration 15Q: 3 clusters Score -2093054 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2093272.375000 Penalty: 3213.655518
	Iteration 16Q: 3 clusters Score -2093272 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -2093474.500000 Penalty: 3213.655518
	Iteration 17Q: 3 clusters Score -2093474 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2093649.625000 Penalty: 3213.655518
	Iteration 18Q: 3 clusters Score -2093650 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2093818.750000 Penalty: 3213.655518
	Iteration 19Q: 3 clusters Score -2093819 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2093943.500000 Penalty: 3213.655518
	Iteration 20F: 3 clusters Score -2093944 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2094043.375000 Penalty: 3213.655518
	Iteration 21Q: 3 clusters Score -2094043 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2094092.500000 Penalty: 3213.655518
	Iteration 22Q: 3 clusters Score -2094092 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -2094147.500000 Penalty: 3213.655518
	Iteration 23Q: 3 clusters Score -2094148 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -2094185.250000 Penalty: 3213.655518
	Iteration 24Q: 3 clusters Score -2094185 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -2094211.250000 Penalty: 3213.655518
	Iteration 25Q: 3 clusters Score -2094211 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2094232.125000 Penalty: 3213.655518
	Iteration 26Q: 3 clusters Score -2094232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2094240.750000 Penalty: 3213.655518
	Iteration 27Q: 3 clusters Score -2094241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2094248.875000 Penalty: 3213.655518
	Iteration 28Q: 3 clusters Score -2094249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2094253.500000 Penalty: 3213.655518
	Iteration 29Q: 3 clusters Score -2094254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -2094260.375000 Penalty: 3213.655518
	Iteration 30Q: 3 clusters Score -2094260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -2094269.250000 Penalty: 3213.655518
	Iteration 31Q: 3 clusters Score -2094269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2094271.500000 Penalty: 3213.655518
	Iteration 32Q: 3 clusters Score -2094272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -2094274.500000 Penalty: 3213.655518
	Iteration 33Q: 3 clusters Score -2094274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2094276.625000 Penalty: 3213.655518
	Iteration 34Q: 3 clusters Score -2094277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2094276.625000 Penalty: 3213.655518
	Iteration 35F: 3 clusters Score -2094277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Entering Unmasked Estep 
Score: -3101701.250000 Penalty: 1672.142822
	Iteration 0F: 2 clusters Score -3101701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -3081872.000000 Penalty: 3344.285645
	Iteration 0F: 3 clusters Score -3081872 nChanged 13567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -3089330.000000 Penalty: 3344.285645
	Iteration 1F: 3 clusters Score -3089330 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -3089700.500000 Penalty: 3344.285645
	Iteration 2Q: 3 clusters Score -3089700 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -3090096.000000 Penalty: 3344.285645
	Iteration 3Q: 3 clusters Score -3090096 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -3090492.000000 Penalty: 3344.285645
	Iteration 4Q: 3 clusters Score -3090492 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -3090973.750000 Penalty: 3344.285645
	Iteration 5Q: 3 clusters Score -3090974 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -3091526.250000 Penalty: 3344.285645
	Iteration 6Q: 3 clusters Score -3091526 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -3092307.750000 Penalty: 3344.285645
	Iteration 7F: 3 clusters Score -3092308 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -3093360.500000 Penalty: 3344.285645
	Iteration 8F: 3 clusters Score -3093360 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -3094756.750000 Penalty: 3344.285645
	Iteration 9F: 3 clusters Score -3094757 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -3096349.000000 Penalty: 3344.285645
	Iteration 10F: 3 clusters Score -3096349 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -3097762.000000 Penalty: 3344.285645
	Iteration 11F: 3 clusters Score -3097762 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -3098739.000000 Penalty: 3344.285645
	Iteration 12Q: 3 clusters Score -3098739 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -3099257.250000 Penalty: 3344.285645
	Iteration 13Q: 3 clusters Score -3099257 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -3099507.750000 Penalty: 3344.285645
	Iteration 14Q: 3 clusters Score -3099508 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -3099678.500000 Penalty: 3344.285645
	Iteration 15Q: 3 clusters Score -3099678 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -3099797.250000 Penalty: 3344.285645
	Iteration 16Q: 3 clusters Score -3099797 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -3099906.250000 Penalty: 3344.285645
	Iteration 17Q: 3 clusters Score -3099906 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -3100003.500000 Penalty: 3344.285645
	Iteration 18Q: 3 clusters Score -3100004 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -3100077.000000 Penalty: 3344.285645
	Iteration 19Q: 3 clusters Score -3100077 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -3100122.000000 Penalty: 3344.285645
	Iteration 20F: 3 clusters Score -3100122 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -3100170.000000 Penalty: 3344.285645
	Iteration 21Q: 3 clusters Score -3100170 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -3100214.750000 Penalty: 3344.285645
	Iteration 22Q: 3 clusters Score -3100215 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -3100252.500000 Penalty: 3344.285645
	Iteration 23Q: 3 clusters Score -3100252 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -3100297.500000 Penalty: 3344.285645
	Iteration 24Q: 3 clusters Score -3100298 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -3100334.500000 Penalty: 3344.285645
	Iteration 25Q: 3 clusters Score -3100334 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -3100350.750000 Penalty: 3344.285645
	Iteration 26Q: 3 clusters Score -3100351 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -3100372.000000 Penalty: 3344.285645
	Iteration 27Q: 3 clusters Score -3100372 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -3100396.250000 Penalty: 3344.285645
	Iteration 28Q: 3 clusters Score -3100396 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -3100412.500000 Penalty: 3344.285645
	Iteration 29Q: 3 clusters Score -3100412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -3100412.250000 Penalty: 3344.285645
	Iteration 30Q: 3 clusters Score -3100412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -3100427.500000 Penalty: 3344.285645
	Iteration 31Q: 3 clusters Score -3100428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -3100427.000000 Penalty: 3344.285645
	Iteration 32Q: 3 clusters Score -3100427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -3100429.250000 Penalty: 3344.285645
	Iteration 33Q: 3 clusters Score -3100429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -3100433.250000 Penalty: 3344.285645
	Iteration 34Q: 3 clusters Score -3100433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -3100428.500000 Penalty: 3344.285645
	Iteration 35Q: 3 clusters Score -3100428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -3100430.000000 Penalty: 3344.285645
	Iteration 36Q: 3 clusters Score -3100430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -3100436.750000 Penalty: 3344.285645
	Iteration 37Q: 3 clusters Score -3100437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -3100429.000000 Penalty: 3344.285645
	Iteration 38Q: 3 clusters Score -3100429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -3100435.250000 Penalty: 3344.285645
	Iteration 39Q: 3 clusters Score -3100435 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -3100433.500000 Penalty: 3344.285645
	Iteration 40F: 3 clusters Score -3100434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -3100447.500000 Penalty: 3344.285645
	Iteration 41Q: 3 clusters Score -3100448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -3100450.250000 Penalty: 3344.285645
	Iteration 42Q: 3 clusters Score -3100450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -3100459.750000 Penalty: 3344.285645
	Iteration 43Q: 3 clusters Score -3100460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -3100462.750000 Penalty: 3344.285645
	Iteration 44Q: 3 clusters Score -3100463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -3100455.000000 Penalty: 3344.285645
	Iteration 45Q: 3 clusters Score -3100455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -3100467.250000 Penalty: 3344.285645
	Iteration 46Q: 3 clusters Score -3100467 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -3100475.250000 Penalty: 3344.285645
	Iteration 47Q: 3 clusters Score -3100475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -3100476.500000 Penalty: 3344.285645
	Iteration 48Q: 3 clusters Score -3100476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -3100485.750000 Penalty: 3344.285645
	Iteration 49Q: 3 clusters Score -3100486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -3100491.000000 Penalty: 3344.285645
	Iteration 50Q: 3 clusters Score -3100491 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -3100502.750000 Penalty: 3344.285645
	Iteration 51Q: 3 clusters Score -3100503 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -3100511.000000 Penalty: 3344.285645
	Iteration 52Q: 3 clusters Score -3100511 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -3100513.250000 Penalty: 3344.285645
	Iteration 53Q: 3 clusters Score -3100513 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -3100526.250000 Penalty: 3344.285645
	Iteration 54Q: 3 clusters Score -3100526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -3100536.750000 Penalty: 3344.285645
	Iteration 55Q: 3 clusters Score -3100537 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -3100537.750000 Penalty: 3344.285645
	Iteration 56Q: 3 clusters Score -3100538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -3100541.250000 Penalty: 3344.285645
	Iteration 57Q: 3 clusters Score -3100541 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -3100552.000000 Penalty: 3344.285645
	Iteration 58Q: 3 clusters Score -3100552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -3100552.000000 Penalty: 3344.285645
	Iteration 59Q: 3 clusters Score -3100552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -3100556.500000 Penalty: 3344.285645
	Iteration 60F: 3 clusters Score -3100556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -3100556.250000 Penalty: 3344.285645
	Iteration 61Q: 3 clusters Score -3100556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -3100558.750000 Penalty: 3344.285645
	Iteration 62Q: 3 clusters Score -3100559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -3100562.000000 Penalty: 3344.285645
	Iteration 63Q: 3 clusters Score -3100562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -3100562.750000 Penalty: 3344.285645
	Iteration 64Q: 3 clusters Score -3100563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -3100568.250000 Penalty: 3344.285645
	Iteration 65Q: 3 clusters Score -3100568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -3100569.500000 Penalty: 3344.285645
	Iteration 66Q: 3 clusters Score -3100570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -3100571.750000 Penalty: 3344.285645
	Iteration 67Q: 3 clusters Score -3100572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -3100566.250000 Penalty: 3344.285645
	Iteration 68Q: 3 clusters Score -3100566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -3100564.750000 Penalty: 3344.285645
	Iteration 69Q: 3 clusters Score -3100565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -3100564.750000 Penalty: 3344.285645
	Iteration 70Q: 3 clusters Score -3100565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -3100566.000000 Penalty: 3344.285645
	Iteration 71Q: 3 clusters Score -3100566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -3100567.000000 Penalty: 3344.285645
	Iteration 72Q: 3 clusters Score -3100567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -3100565.750000 Penalty: 3344.285645
	Iteration 73Q: 3 clusters Score -3100566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -3100567.250000 Penalty: 3344.285645
	Iteration 74Q: 3 clusters Score -3100567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -3100568.000000 Penalty: 3344.285645
	Iteration 75Q: 3 clusters Score -3100568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -3100571.250000 Penalty: 3344.285645
	Iteration 76Q: 3 clusters Score -3100571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -3100571.250000 Penalty: 3344.285645
	Iteration 77F: 3 clusters Score -3100571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -86696.242188 Penalty: 1102.474243
	Iteration 0F: 2 clusters Score -86696.24 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 448 members 
Entering Unmasked Estep 
Score: -85404.054688 Penalty: 2204.948486
	Iteration 0F: 3 clusters Score -85404.05 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -85744.156250 Penalty: 2204.948486
	Iteration 1F: 3 clusters Score -85744.16 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -86021.664062 Penalty: 2204.948486
	Iteration 2F: 3 clusters Score -86021.66 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -86474.210938 Penalty: 2204.948486
	Iteration 3F: 3 clusters Score -86474.21 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -86893.148438 Penalty: 2204.948486
	Iteration 4F: 3 clusters Score -86893.15 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -87064.085938 Penalty: 2204.948486
	Iteration 5F: 3 clusters Score -87064.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -87112.335938 Penalty: 2204.948486
	Iteration 6Q: 3 clusters Score -87112.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -87121.140625 Penalty: 2204.948486
	Iteration 7Q: 3 clusters Score -87121.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -87126.398438 Penalty: 2204.948486
	Iteration 8Q: 3 clusters Score -87126.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -87126.398438 Penalty: 2204.948486
	Iteration 9F: 3 clusters Score -87126.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 21828 members 
Mstep: Class 3 contains 171900 members 
Mstep: Class 4 contains 28694 members 
Mstep: Class 5 contains 24485 members 
Mstep: Class 6 contains 12122 members 
Mstep: Class 7 contains 274 members 
Mstep: Class 8 contains 3319 members 
Mstep: Class 9 contains 5832 members 
Mstep: Class 10 contains 3264 members 
Mstep: Class 11 contains 33634 members 
Mstep: Class 12 contains 14449 members 
Mstep: Class 13 contains 36227 members 
Mstep: Class 14 contains 17705 members 
Mstep: Class 15 contains 2354 members 
Mstep: Class 16 contains 128710 members 
Mstep: Class 17 contains 17771 members 
Mstep: Class 18 contains 20461 members 
Mstep: Class 19 contains 3216 members 
Mstep: Class 20 contains 5884 members 
Mstep: Class 21 contains 3118 members 
Mstep: Class 22 contains 19696 members 
Mstep: Class 23 contains 29440 members 
Mstep: Class 24 contains 109 members 
Mstep: Class 25 contains 2499 members 
Mstep: Class 26 contains 10792 members 
Mstep: Class 27 contains 4052 members 
Mstep: Class 28 contains 1504 members 
Mstep: Class 29 contains 6665 members 
Mstep: Class 30 contains 3296 members 
Mstep: Class 31 contains 775 members 
Entering Unmasked Estep 
Score: -65951404.000000 Penalty: 67358.195312
Splitting cluster 24 changes total score from -65946608.000000 to -65951404.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 25 (2499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Entering Unmasked Estep 
Score: -237488.109375 Penalty: 1271.342529
	Iteration 0F: 2 clusters Score -237488.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -235087.656250 Penalty: 2542.685059
	Iteration 0F: 3 clusters Score -235087.7 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -235719.390625 Penalty: 2542.685059
	Iteration 1F: 3 clusters Score -235719.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -235862.140625 Penalty: 2542.685059
	Iteration 2F: 3 clusters Score -235862.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -235943.609375 Penalty: 2542.685059
	Iteration 3Q: 3 clusters Score -235943.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -236005.062500 Penalty: 2542.685059
	Iteration 4Q: 3 clusters Score -236005.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -236076.453125 Penalty: 2542.685059
	Iteration 5Q: 3 clusters Score -236076.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -236148.968750 Penalty: 2542.685059
	Iteration 6Q: 3 clusters Score -236149 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -236221.890625 Penalty: 2542.685059
	Iteration 7Q: 3 clusters Score -236221.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -236293.468750 Penalty: 2542.685059
	Iteration 8Q: 3 clusters Score -236293.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -236362.000000 Penalty: 2542.685059
	Iteration 9Q: 3 clusters Score -236362 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -236427.562500 Penalty: 2542.685059
	Iteration 10Q: 3 clusters Score -236427.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -236478.859375 Penalty: 2542.685059
	Iteration 11Q: 3 clusters Score -236478.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -236523.546875 Penalty: 2542.685059
	Iteration 12Q: 3 clusters Score -236523.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -236561.796875 Penalty: 2542.685059
	Iteration 13Q: 3 clusters Score -236561.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -236593.703125 Penalty: 2542.685059
	Iteration 14Q: 3 clusters Score -236593.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -236621.906250 Penalty: 2542.685059
	Iteration 15Q: 3 clusters Score -236621.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -236631.515625 Penalty: 2542.685059
	Iteration 16Q: 3 clusters Score -236631.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -236635.296875 Penalty: 2542.685059
	Iteration 17Q: 3 clusters Score -236635.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -236636.593750 Penalty: 2542.685059
	Iteration 18Q: 3 clusters Score -236636.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -236638.703125 Penalty: 2542.685059
	Iteration 19Q: 3 clusters Score -236638.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -236640.468750 Penalty: 2542.685059
	Iteration 20F: 3 clusters Score -236640.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -236641.281250 Penalty: 2542.685059
	Iteration 21Q: 3 clusters Score -236641.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -236643.375000 Penalty: 2542.685059
	Iteration 22Q: 3 clusters Score -236643.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -236646.703125 Penalty: 2542.685059
	Iteration 23Q: 3 clusters Score -236646.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -236651.984375 Penalty: 2542.685059
	Iteration 24Q: 3 clusters Score -236652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -236653.828125 Penalty: 2542.685059
	Iteration 25Q: 3 clusters Score -236653.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -236655.437500 Penalty: 2542.685059
	Iteration 26Q: 3 clusters Score -236655.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -236656.265625 Penalty: 2542.685059
	Iteration 27Q: 3 clusters Score -236656.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -236657.218750 Penalty: 2542.685059
	Iteration 28Q: 3 clusters Score -236657.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -236657.421875 Penalty: 2542.685059
	Iteration 29Q: 3 clusters Score -236657.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -236658.515625 Penalty: 2542.685059
	Iteration 30Q: 3 clusters Score -236658.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -236658.515625 Penalty: 2542.685059
	Iteration 31F: 3 clusters Score -236658.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Entering Unmasked Estep 
Score: -1108891.625000 Penalty: 1509.066040
	Iteration 0F: 2 clusters Score -1108892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1101253.250000 Penalty: 3018.132080
	Iteration 0F: 3 clusters Score -1101253 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1103949.125000 Penalty: 3018.132080
	Iteration 1F: 3 clusters Score -1103949 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1104337.375000 Penalty: 3018.132080
	Iteration 2F: 3 clusters Score -1104337 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1104676.625000 Penalty: 3018.132080
	Iteration 3F: 3 clusters Score -1104677 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1104971.500000 Penalty: 3018.132080
	Iteration 4F: 3 clusters Score -1104972 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1105260.250000 Penalty: 3018.132080
	Iteration 5F: 3 clusters Score -1105260 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1105516.375000 Penalty: 3018.132080
	Iteration 6Q: 3 clusters Score -1105516 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1105735.750000 Penalty: 3018.132080
	Iteration 7Q: 3 clusters Score -1105736 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1105927.000000 Penalty: 3018.132080
	Iteration 8Q: 3 clusters Score -1105927 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1106116.375000 Penalty: 3018.132080
	Iteration 9Q: 3 clusters Score -1106116 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1106310.250000 Penalty: 3018.132080
	Iteration 10Q: 3 clusters Score -1106310 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1106505.625000 Penalty: 3018.132080
	Iteration 11Q: 3 clusters Score -1106506 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1106739.250000 Penalty: 3018.132080
	Iteration 12Q: 3 clusters Score -1106739 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1107073.125000 Penalty: 3018.132080
	Iteration 13Q: 3 clusters Score -1107073 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1107495.625000 Penalty: 3018.132080
	Iteration 14Q: 3 clusters Score -1107496 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1107946.125000 Penalty: 3018.132080
	Iteration 15Q: 3 clusters Score -1107946 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1108244.250000 Penalty: 3018.132080
	Iteration 16Q: 3 clusters Score -1108244 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1108413.875000 Penalty: 3018.132080
	Iteration 17Q: 3 clusters Score -1108414 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1108474.000000 Penalty: 3018.132080
	Iteration 18Q: 3 clusters Score -1108474 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1108511.125000 Penalty: 3018.132080
	Iteration 19Q: 3 clusters Score -1108511 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1108532.750000 Penalty: 3018.132080
	Iteration 20F: 3 clusters Score -1108533 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1108541.125000 Penalty: 3018.132080
	Iteration 21Q: 3 clusters Score -1108541 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1108551.000000 Penalty: 3018.132080
	Iteration 22Q: 3 clusters Score -1108551 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1108559.375000 Penalty: 3018.132080
	Iteration 23Q: 3 clusters Score -1108559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1108563.375000 Penalty: 3018.132080
	Iteration 24Q: 3 clusters Score -1108563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1108569.625000 Penalty: 3018.132080
	Iteration 25Q: 3 clusters Score -1108570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1108573.125000 Penalty: 3018.132080
	Iteration 26Q: 3 clusters Score -1108573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1108579.000000 Penalty: 3018.132080
	Iteration 27Q: 3 clusters Score -1108579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1108583.625000 Penalty: 3018.132080
	Iteration 28Q: 3 clusters Score -1108584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1108587.125000 Penalty: 3018.132080
	Iteration 29Q: 3 clusters Score -1108587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1108586.500000 Penalty: 3018.132080
	Iteration 30Q: 3 clusters Score -1108586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1108585.750000 Penalty: 3018.132080
	Iteration 31Q: 3 clusters Score -1108586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1108586.375000 Penalty: 3018.132080
	Iteration 32Q: 3 clusters Score -1108586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1108586.625000 Penalty: 3018.132080
	Iteration 33Q: 3 clusters Score -1108587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1108586.250000 Penalty: 3018.132080
	Iteration 34Q: 3 clusters Score -1108586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1108586.250000 Penalty: 3018.132080
	Iteration 35F: 3 clusters Score -1108586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Entering Unmasked Estep 
Score: -417386.531250 Penalty: 1349.881958
	Iteration 0F: 2 clusters Score -417386.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -413986.437500 Penalty: 2699.763916
	Iteration 0F: 3 clusters Score -413986.4 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -414995.562500 Penalty: 2699.763916
	Iteration 1F: 3 clusters Score -414995.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -415213.406250 Penalty: 2699.763916
	Iteration 2F: 3 clusters Score -415213.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -415367.062500 Penalty: 2699.763916
	Iteration 3F: 3 clusters Score -415367.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -415496.375000 Penalty: 2699.763916
	Iteration 4Q: 3 clusters Score -415496.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -415602.062500 Penalty: 2699.763916
	Iteration 5Q: 3 clusters Score -415602.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -415693.093750 Penalty: 2699.763916
	Iteration 6Q: 3 clusters Score -415693.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -415782.343750 Penalty: 2699.763916
	Iteration 7Q: 3 clusters Score -415782.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -415868.843750 Penalty: 2699.763916
	Iteration 8Q: 3 clusters Score -415868.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -415934.656250 Penalty: 2699.763916
	Iteration 9Q: 3 clusters Score -415934.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -415988.562500 Penalty: 2699.763916
	Iteration 10Q: 3 clusters Score -415988.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -416023.000000 Penalty: 2699.763916
	Iteration 11Q: 3 clusters Score -416023 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -416053.312500 Penalty: 2699.763916
	Iteration 12Q: 3 clusters Score -416053.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -416084.125000 Penalty: 2699.763916
	Iteration 13Q: 3 clusters Score -416084.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -416109.718750 Penalty: 2699.763916
	Iteration 14Q: 3 clusters Score -416109.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -416128.062500 Penalty: 2699.763916
	Iteration 15Q: 3 clusters Score -416128.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -416142.593750 Penalty: 2699.763916
	Iteration 16Q: 3 clusters Score -416142.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -416160.125000 Penalty: 2699.763916
	Iteration 17Q: 3 clusters Score -416160.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -416170.000000 Penalty: 2699.763916
	Iteration 18Q: 3 clusters Score -416170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -416179.687500 Penalty: 2699.763916
	Iteration 19Q: 3 clusters Score -416179.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -416183.968750 Penalty: 2699.763916
	Iteration 20F: 3 clusters Score -416184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -416187.937500 Penalty: 2699.763916
	Iteration 21Q: 3 clusters Score -416187.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -416191.031250 Penalty: 2699.763916
	Iteration 22Q: 3 clusters Score -416191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -416194.593750 Penalty: 2699.763916
	Iteration 23Q: 3 clusters Score -416194.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -416195.843750 Penalty: 2699.763916
	Iteration 24Q: 3 clusters Score -416195.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -416197.687500 Penalty: 2699.763916
	Iteration 25Q: 3 clusters Score -416197.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -416199.531250 Penalty: 2699.763916
	Iteration 26Q: 3 clusters Score -416199.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -416201.593750 Penalty: 2699.763916
	Iteration 27Q: 3 clusters Score -416201.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -416204.343750 Penalty: 2699.763916
	Iteration 28Q: 3 clusters Score -416204.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -416206.250000 Penalty: 2699.763916
	Iteration 29Q: 3 clusters Score -416206.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -416207.593750 Penalty: 2699.763916
	Iteration 30Q: 3 clusters Score -416207.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -416209.531250 Penalty: 2699.763916
	Iteration 31Q: 3 clusters Score -416209.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -416213.937500 Penalty: 2699.763916
	Iteration 32Q: 3 clusters Score -416213.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -416219.187500 Penalty: 2699.763916
	Iteration 33Q: 3 clusters Score -416219.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -416222.062500 Penalty: 2699.763916
	Iteration 34Q: 3 clusters Score -416222.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -416227.312500 Penalty: 2699.763916
	Iteration 35Q: 3 clusters Score -416227.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -416232.468750 Penalty: 2699.763916
	Iteration 36Q: 3 clusters Score -416232.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -416240.406250 Penalty: 2699.763916
	Iteration 37Q: 3 clusters Score -416240.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -416248.718750 Penalty: 2699.763916
	Iteration 38Q: 3 clusters Score -416248.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -416260.562500 Penalty: 2699.763916
	Iteration 39Q: 3 clusters Score -416260.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -416271.468750 Penalty: 2699.763916
	Iteration 40F: 3 clusters Score -416271.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -416279.312500 Penalty: 2699.763916
	Iteration 41Q: 3 clusters Score -416279.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -416285.187500 Penalty: 2699.763916
	Iteration 42Q: 3 clusters Score -416285.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -416292.718750 Penalty: 2699.763916
	Iteration 43Q: 3 clusters Score -416292.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -416298.531250 Penalty: 2699.763916
	Iteration 44Q: 3 clusters Score -416298.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -416307.093750 Penalty: 2699.763916
	Iteration 45Q: 3 clusters Score -416307.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -416324.062500 Penalty: 2699.763916
	Iteration 46Q: 3 clusters Score -416324.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -416343.875000 Penalty: 2699.763916
	Iteration 47Q: 3 clusters Score -416343.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -416367.968750 Penalty: 2699.763916
	Iteration 48Q: 3 clusters Score -416368 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -416404.531250 Penalty: 2699.763916
	Iteration 49Q: 3 clusters Score -416404.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -416449.093750 Penalty: 2699.763916
	Iteration 50Q: 3 clusters Score -416449.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -416516.281250 Penalty: 2699.763916
	Iteration 51Q: 3 clusters Score -416516.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -416606.375000 Penalty: 2699.763916
	Iteration 52Q: 3 clusters Score -416606.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -416700.406250 Penalty: 2699.763916
	Iteration 53Q: 3 clusters Score -416700.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -416769.781250 Penalty: 2699.763916
	Iteration 54Q: 3 clusters Score -416769.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -416817.468750 Penalty: 2699.763916
	Iteration 55Q: 3 clusters Score -416817.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -416845.218750 Penalty: 2699.763916
	Iteration 56Q: 3 clusters Score -416845.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -416857.156250 Penalty: 2699.763916
	Iteration 57Q: 3 clusters Score -416857.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -416861.812500 Penalty: 2699.763916
	Iteration 58Q: 3 clusters Score -416861.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -416864.781250 Penalty: 2699.763916
	Iteration 59Q: 3 clusters Score -416864.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -416865.531250 Penalty: 2699.763916
	Iteration 60F: 3 clusters Score -416865.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -416865.500000 Penalty: 2699.763916
	Iteration 61Q: 3 clusters Score -416865.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -416865.500000 Penalty: 2699.763916
	Iteration 62Q: 3 clusters Score -416865.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -416865.500000 Penalty: 2699.763916
	Iteration 63F: 3 clusters Score -416865.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Entering Unmasked Estep 
Score: -138185.984375 Penalty: 1188.831055
	Iteration 0F: 2 clusters Score -138186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -136462.984375 Penalty: 2377.662109
	Iteration 0F: 3 clusters Score -136463 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -137146.484375 Penalty: 2377.662109
	Iteration 1F: 3 clusters Score -137146.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -137642.500000 Penalty: 2377.662109
	Iteration 2F: 3 clusters Score -137642.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -138232.828125 Penalty: 2377.662109
	Iteration 3F: 3 clusters Score -138232.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -138761.468750 Penalty: 2377.662109
	Iteration 4F: 3 clusters Score -138761.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -139227.953125 Penalty: 2377.662109
	Iteration 5F: 3 clusters Score -139228 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -139359.484375 Penalty: 2377.662109
	Iteration 6Q: 3 clusters Score -139359.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -139407.093750 Penalty: 2377.662109
	Iteration 7Q: 3 clusters Score -139407.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -139463.046875 Penalty: 2377.662109
	Iteration 8Q: 3 clusters Score -139463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -139489.250000 Penalty: 2377.662109
	Iteration 9Q: 3 clusters Score -139489.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -139501.906250 Penalty: 2377.662109
	Iteration 10Q: 3 clusters Score -139501.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -139507.984375 Penalty: 2377.662109
	Iteration 11Q: 3 clusters Score -139508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -139512.640625 Penalty: 2377.662109
	Iteration 12Q: 3 clusters Score -139512.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -139516.828125 Penalty: 2377.662109
	Iteration 13Q: 3 clusters Score -139516.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -139521.062500 Penalty: 2377.662109
	Iteration 14Q: 3 clusters Score -139521.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -139526.375000 Penalty: 2377.662109
	Iteration 15Q: 3 clusters Score -139526.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -139526.890625 Penalty: 2377.662109
	Iteration 16Q: 3 clusters Score -139526.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -139526.890625 Penalty: 2377.662109
	Iteration 17F: 3 clusters Score -139526.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 21828 members 
Mstep: Class 3 contains 171900 members 
Mstep: Class 4 contains 28694 members 
Mstep: Class 5 contains 24485 members 
Mstep: Class 6 contains 12122 members 
Mstep: Class 7 contains 274 members 
Mstep: Class 8 contains 3319 members 
Mstep: Class 9 contains 5832 members 
Mstep: Class 10 contains 3264 members 
Mstep: Class 11 contains 33634 members 
Mstep: Class 12 contains 14449 members 
Mstep: Class 13 contains 36227 members 
Mstep: Class 14 contains 17705 members 
Mstep: Class 15 contains 2354 members 
Mstep: Class 16 contains 128710 members 
Mstep: Class 17 contains 17771 members 
Mstep: Class 18 contains 20461 members 
Mstep: Class 19 contains 3216 members 
Mstep: Class 20 contains 5884 members 
Mstep: Class 21 contains 3118 members 
Mstep: Class 22 contains 19696 members 
Mstep: Class 23 contains 29440 members 
Mstep: Class 24 contains 109 members 
Mstep: Class 25 contains 2499 members 
Mstep: Class 26 contains 10792 members 
Mstep: Class 27 contains 4052 members 
Mstep: Class 28 contains 987 members 
Mstep: Class 29 contains 6665 members 
Mstep: Class 30 contains 3296 members 
Mstep: Class 31 contains 775 members 
Mstep: Class 32 contains 517 members 
Entering Unmasked Estep 
Score: -65951788.000000 Penalty: 69531.039062
Splitting cluster 28 changes total score from -65946608.000000 to -65951788.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 29 (6665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Entering Unmasked Estep 
Score: -646003.000000 Penalty: 1430.751587
	Iteration 0F: 2 clusters Score -646003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -641009.875000 Penalty: 2861.503174
	Iteration 0F: 3 clusters Score -641009.9 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -642601.187500 Penalty: 2861.503174
	Iteration 1F: 3 clusters Score -642601.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -642882.250000 Penalty: 2861.503174
	Iteration 2F: 3 clusters Score -642882.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -643107.750000 Penalty: 2861.503174
	Iteration 3F: 3 clusters Score -643107.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -643339.125000 Penalty: 2861.503174
	Iteration 4F: 3 clusters Score -643339.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -643573.187500 Penalty: 2861.503174
	Iteration 5F: 3 clusters Score -643573.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -643796.500000 Penalty: 2861.503174
	Iteration 6Q: 3 clusters Score -643796.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -644002.375000 Penalty: 2861.503174
	Iteration 7Q: 3 clusters Score -644002.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -644202.000000 Penalty: 2861.503174
	Iteration 8Q: 3 clusters Score -644202 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -644355.687500 Penalty: 2861.503174
	Iteration 9Q: 3 clusters Score -644355.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -644466.625000 Penalty: 2861.503174
	Iteration 10Q: 3 clusters Score -644466.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -644546.625000 Penalty: 2861.503174
	Iteration 11Q: 3 clusters Score -644546.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -644592.000000 Penalty: 2861.503174
	Iteration 12Q: 3 clusters Score -644592 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -644638.812500 Penalty: 2861.503174
	Iteration 13Q: 3 clusters Score -644638.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -644672.125000 Penalty: 2861.503174
	Iteration 14Q: 3 clusters Score -644672.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -644694.687500 Penalty: 2861.503174
	Iteration 15Q: 3 clusters Score -644694.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -644709.875000 Penalty: 2861.503174
	Iteration 16Q: 3 clusters Score -644709.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -644724.750000 Penalty: 2861.503174
	Iteration 17Q: 3 clusters Score -644724.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -644738.250000 Penalty: 2861.503174
	Iteration 18Q: 3 clusters Score -644738.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -644758.437500 Penalty: 2861.503174
	Iteration 19Q: 3 clusters Score -644758.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -644780.312500 Penalty: 2861.503174
	Iteration 20F: 3 clusters Score -644780.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -644799.375000 Penalty: 2861.503174
	Iteration 21Q: 3 clusters Score -644799.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -644822.750000 Penalty: 2861.503174
	Iteration 22Q: 3 clusters Score -644822.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -644846.687500 Penalty: 2861.503174
	Iteration 23Q: 3 clusters Score -644846.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -644861.375000 Penalty: 2861.503174
	Iteration 24Q: 3 clusters Score -644861.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -644877.500000 Penalty: 2861.503174
	Iteration 25Q: 3 clusters Score -644877.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -644888.000000 Penalty: 2861.503174
	Iteration 26Q: 3 clusters Score -644888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -644904.812500 Penalty: 2861.503174
	Iteration 27Q: 3 clusters Score -644904.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -644917.437500 Penalty: 2861.503174
	Iteration 28Q: 3 clusters Score -644917.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -644928.687500 Penalty: 2861.503174
	Iteration 29Q: 3 clusters Score -644928.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -644936.562500 Penalty: 2861.503174
	Iteration 30Q: 3 clusters Score -644936.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -644950.500000 Penalty: 2861.503174
	Iteration 31Q: 3 clusters Score -644950.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -644960.500000 Penalty: 2861.503174
	Iteration 32Q: 3 clusters Score -644960.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -644969.000000 Penalty: 2861.503174
	Iteration 33Q: 3 clusters Score -644969 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -644978.125000 Penalty: 2861.503174
	Iteration 34Q: 3 clusters Score -644978.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -644982.750000 Penalty: 2861.503174
	Iteration 35Q: 3 clusters Score -644982.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -644987.625000 Penalty: 2861.503174
	Iteration 36Q: 3 clusters Score -644987.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -644989.812500 Penalty: 2861.503174
	Iteration 37Q: 3 clusters Score -644989.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -644994.562500 Penalty: 2861.503174
	Iteration 38Q: 3 clusters Score -644994.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -644996.812500 Penalty: 2861.503174
	Iteration 39Q: 3 clusters Score -644996.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -644999.812500 Penalty: 2861.503174
	Iteration 40F: 3 clusters Score -644999.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -645003.625000 Penalty: 2861.503174
	Iteration 41Q: 3 clusters Score -645003.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -645005.625000 Penalty: 2861.503174
	Iteration 42Q: 3 clusters Score -645005.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -645011.875000 Penalty: 2861.503174
	Iteration 43Q: 3 clusters Score -645011.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -645016.812500 Penalty: 2861.503174
	Iteration 44Q: 3 clusters Score -645016.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -645025.250000 Penalty: 2861.503174
	Iteration 45Q: 3 clusters Score -645025.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -645034.750000 Penalty: 2861.503174
	Iteration 46Q: 3 clusters Score -645034.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -645040.562500 Penalty: 2861.503174
	Iteration 47Q: 3 clusters Score -645040.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -645044.500000 Penalty: 2861.503174
	Iteration 48Q: 3 clusters Score -645044.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -645050.625000 Penalty: 2861.503174
	Iteration 49Q: 3 clusters Score -645050.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -645054.000000 Penalty: 2861.503174
	Iteration 50Q: 3 clusters Score -645054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -645054.687500 Penalty: 2861.503174
	Iteration 51Q: 3 clusters Score -645054.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -645056.812500 Penalty: 2861.503174
	Iteration 52Q: 3 clusters Score -645056.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -645059.500000 Penalty: 2861.503174
	Iteration 53Q: 3 clusters Score -645059.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -645062.437500 Penalty: 2861.503174
	Iteration 54Q: 3 clusters Score -645062.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -645062.625000 Penalty: 2861.503174
	Iteration 55Q: 3 clusters Score -645062.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -645066.250000 Penalty: 2861.503174
	Iteration 56Q: 3 clusters Score -645066.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -645069.500000 Penalty: 2861.503174
	Iteration 57Q: 3 clusters Score -645069.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -645071.375000 Penalty: 2861.503174
	Iteration 58Q: 3 clusters Score -645071.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -645074.750000 Penalty: 2861.503174
	Iteration 59Q: 3 clusters Score -645074.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -645077.937500 Penalty: 2861.503174
	Iteration 60F: 3 clusters Score -645077.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -645080.687500 Penalty: 2861.503174
	Iteration 61Q: 3 clusters Score -645080.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -645083.625000 Penalty: 2861.503174
	Iteration 62Q: 3 clusters Score -645083.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -645087.250000 Penalty: 2861.503174
	Iteration 63Q: 3 clusters Score -645087.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -645090.375000 Penalty: 2861.503174
	Iteration 64Q: 3 clusters Score -645090.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -645092.062500 Penalty: 2861.503174
	Iteration 65Q: 3 clusters Score -645092.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -645095.625000 Penalty: 2861.503174
	Iteration 66Q: 3 clusters Score -645095.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -645096.562500 Penalty: 2861.503174
	Iteration 67Q: 3 clusters Score -645096.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -645100.375000 Penalty: 2861.503174
	Iteration 68Q: 3 clusters Score -645100.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -645105.125000 Penalty: 2861.503174
	Iteration 69Q: 3 clusters Score -645105.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -645106.625000 Penalty: 2861.503174
	Iteration 70Q: 3 clusters Score -645106.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -645108.312500 Penalty: 2861.503174
	Iteration 71Q: 3 clusters Score -645108.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -645111.750000 Penalty: 2861.503174
	Iteration 72Q: 3 clusters Score -645111.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -645113.312500 Penalty: 2861.503174
	Iteration 73Q: 3 clusters Score -645113.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -645116.062500 Penalty: 2861.503174
	Iteration 74Q: 3 clusters Score -645116.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -645118.375000 Penalty: 2861.503174
	Iteration 75Q: 3 clusters Score -645118.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -645119.375000 Penalty: 2861.503174
	Iteration 76Q: 3 clusters Score -645119.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -645122.250000 Penalty: 2861.503174
	Iteration 77Q: 3 clusters Score -645122.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -645124.312500 Penalty: 2861.503174
	Iteration 78Q: 3 clusters Score -645124.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -645127.125000 Penalty: 2861.503174
	Iteration 79Q: 3 clusters Score -645127.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -645129.062500 Penalty: 2861.503174
	Iteration 80F: 3 clusters Score -645129.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -645129.875000 Penalty: 2861.503174
	Iteration 81Q: 3 clusters Score -645129.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -645133.437500 Penalty: 2861.503174
	Iteration 82Q: 3 clusters Score -645133.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -645137.250000 Penalty: 2861.503174
	Iteration 83Q: 3 clusters Score -645137.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -645140.062500 Penalty: 2861.503174
	Iteration 84Q: 3 clusters Score -645140.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -645144.187500 Penalty: 2861.503174
	Iteration 85Q: 3 clusters Score -645144.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -645149.312500 Penalty: 2861.503174
	Iteration 86Q: 3 clusters Score -645149.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -645154.187500 Penalty: 2861.503174
	Iteration 87Q: 3 clusters Score -645154.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -645163.062500 Penalty: 2861.503174
	Iteration 88Q: 3 clusters Score -645163.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -645172.125000 Penalty: 2861.503174
	Iteration 89Q: 3 clusters Score -645172.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -645182.250000 Penalty: 2861.503174
	Iteration 90Q: 3 clusters Score -645182.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -645189.812500 Penalty: 2861.503174
	Iteration 91Q: 3 clusters Score -645189.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -645191.687500 Penalty: 2861.503174
	Iteration 92Q: 3 clusters Score -645191.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -645195.250000 Penalty: 2861.503174
	Iteration 93Q: 3 clusters Score -645195.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -645200.000000 Penalty: 2861.503174
	Iteration 94Q: 3 clusters Score -645200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -645200.750000 Penalty: 2861.503174
	Iteration 95Q: 3 clusters Score -645200.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -645204.562500 Penalty: 2861.503174
	Iteration 96Q: 3 clusters Score -645204.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -645207.750000 Penalty: 2861.503174
	Iteration 97Q: 3 clusters Score -645207.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -645209.625000 Penalty: 2861.503174
	Iteration 98Q: 3 clusters Score -645209.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -645211.125000 Penalty: 2861.503174
	Iteration 99Q: 3 clusters Score -645211.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -645215.562500 Penalty: 2861.503174
	Iteration 100F: 3 clusters Score -645215.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -645226.062500 Penalty: 2861.503174
	Iteration 101Q: 3 clusters Score -645226.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -645233.562500 Penalty: 2861.503174
	Iteration 102Q: 3 clusters Score -645233.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -645241.125000 Penalty: 2861.503174
	Iteration 103Q: 3 clusters Score -645241.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -645252.125000 Penalty: 2861.503174
	Iteration 104Q: 3 clusters Score -645252.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -645258.562500 Penalty: 2861.503174
	Iteration 105Q: 3 clusters Score -645258.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -645264.875000 Penalty: 2861.503174
	Iteration 106Q: 3 clusters Score -645264.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -645267.375000 Penalty: 2861.503174
	Iteration 107Q: 3 clusters Score -645267.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -645272.187500 Penalty: 2861.503174
	Iteration 108Q: 3 clusters Score -645272.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -645273.187500 Penalty: 2861.503174
	Iteration 109Q: 3 clusters Score -645273.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -645272.375000 Penalty: 2861.503174
	Iteration 110Q: 3 clusters Score -645272.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -645273.812500 Penalty: 2861.503174
	Iteration 111Q: 3 clusters Score -645273.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -645274.937500 Penalty: 2861.503174
	Iteration 112Q: 3 clusters Score -645274.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -645274.937500 Penalty: 2861.503174
	Iteration 113F: 3 clusters Score -645274.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 21828 members 
Mstep: Class 3 contains 171900 members 
Mstep: Class 4 contains 28694 members 
Mstep: Class 5 contains 24485 members 
Mstep: Class 6 contains 12122 members 
Mstep: Class 7 contains 274 members 
Mstep: Class 8 contains 3319 members 
Mstep: Class 9 contains 5832 members 
Mstep: Class 10 contains 3264 members 
Mstep: Class 11 contains 33634 members 
Mstep: Class 12 contains 14449 members 
Mstep: Class 13 contains 36227 members 
Mstep: Class 14 contains 17705 members 
Mstep: Class 15 contains 2354 members 
Mstep: Class 16 contains 128710 members 
Mstep: Class 17 contains 17771 members 
Mstep: Class 18 contains 20461 members 
Mstep: Class 19 contains 3216 members 
Mstep: Class 20 contains 5884 members 
Mstep: Class 21 contains 3118 members 
Mstep: Class 22 contains 19696 members 
Mstep: Class 23 contains 29440 members 
Mstep: Class 24 contains 109 members 
Mstep: Class 25 contains 2499 members 
Mstep: Class 26 contains 10792 members 
Mstep: Class 27 contains 4052 members 
Mstep: Class 28 contains 987 members 
Mstep: Class 29 contains 6665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952476.000000 Penalty: 69531.039062
Iteration 79Q: 33 clusters Score -6.595248e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 21825 members 
Mstep: Class 3 contains 171867 members 
Mstep: Class 4 contains 28684 members 
Mstep: Class 5 contains 24478 members 
Mstep: Class 6 contains 12122 members 
Mstep: Class 7 contains 274 members 
Mstep: Class 8 contains 3319 members 
Mstep: Class 9 contains 5831 members 
Mstep: Class 10 contains 3269 members 
Mstep: Class 11 contains 33421 members 
Mstep: Class 12 contains 14466 members 
Mstep: Class 13 contains 36401 members 
Mstep: Class 14 contains 17703 members 
Mstep: Class 15 contains 2379 members 
Mstep: Class 16 contains 128953 members 
Mstep: Class 17 contains 17789 members 
Mstep: Class 18 contains 20462 members 
Mstep: Class 19 contains 3256 members 
Mstep: Class 20 contains 5879 members 
Mstep: Class 21 contains 3123 members 
Mstep: Class 22 contains 19710 members 
Mstep: Class 23 contains 29428 members 
Mstep: Class 24 contains 108 members 
Mstep: Class 25 contains 2533 members 
Mstep: Class 26 contains 10814 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 978 members 
Mstep: Class 29 contains 6622 members 
Mstep: Class 30 contains 3118 members 
Mstep: Class 31 contains 764 members 
Mstep: Class 32 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65953868.000000 Penalty: 69531.039062
Iteration 80F: 33 clusters Score -6.595387e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 21790 members 
Mstep: Class 3 contains 171843 members 
Mstep: Class 4 contains 28681 members 
Mstep: Class 5 contains 24341 members 
Mstep: Class 6 contains 12132 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 3301 members 
Mstep: Class 9 contains 5829 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 33211 members 
Mstep: Class 12 contains 14395 members 
Mstep: Class 13 contains 36514 members 
Mstep: Class 14 contains 17698 members 
Mstep: Class 15 contains 2323 members 
Mstep: Class 16 contains 129172 members 
Mstep: Class 17 contains 17808 members 
Mstep: Class 18 contains 20461 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 5875 members 
Mstep: Class 21 contains 3117 members 
Mstep: Class 22 contains 19726 members 
Mstep: Class 23 contains 29411 members 
Mstep: Class 24 contains 109 members 
Mstep: Class 25 contains 2551 members 
Mstep: Class 26 contains 10757 members 
Mstep: Class 27 contains 4081 members 
Mstep: Class 28 contains 963 members 
Mstep: Class 29 contains 6539 members 
Mstep: Class 30 contains 3244 members 
Mstep: Class 31 contains 942 members 
Mstep: Class 32 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65954940.000000 Penalty: 69531.039062
Iteration 81Q: 33 clusters Score -6.595494e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 21771 members 
Mstep: Class 3 contains 171812 members 
Mstep: Class 4 contains 28674 members 
Mstep: Class 5 contains 24264 members 
Mstep: Class 6 contains 12135 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 3298 members 
Mstep: Class 9 contains 5832 members 
Mstep: Class 10 contains 3397 members 
Mstep: Class 11 contains 33007 members 
Mstep: Class 12 contains 14358 members 
Mstep: Class 13 contains 36664 members 
Mstep: Class 14 contains 17694 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 16 contains 129346 members 
Mstep: Class 17 contains 17819 members 
Mstep: Class 18 contains 20463 members 
Mstep: Class 19 contains 3306 members 
Mstep: Class 20 contains 5873 members 
Mstep: Class 21 contains 3118 members 
Mstep: Class 22 contains 19742 members 
Mstep: Class 23 contains 29397 members 
Mstep: Class 24 contains 109 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 10742 members 
Mstep: Class 27 contains 4096 members 
Mstep: Class 28 contains 956 members 
Mstep: Class 29 contains 6484 members 
Mstep: Class 30 contains 3264 members 
Mstep: Class 31 contains 1034 members 
Mstep: Class 32 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955200.000000 Penalty: 69531.039062
Iteration 82Q: 33 clusters Score -6.59552e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 21749 members 
Mstep: Class 3 contains 171790 members 
Mstep: Class 4 contains 28670 members 
Mstep: Class 5 contains 24214 members 
Mstep: Class 6 contains 12134 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 3288 members 
Mstep: Class 9 contains 5828 members 
Mstep: Class 10 contains 3430 members 
Mstep: Class 11 contains 32858 members 
Mstep: Class 12 contains 14319 members 
Mstep: Class 13 contains 36803 members 
Mstep: Class 14 contains 17705 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 129495 members 
Mstep: Class 17 contains 17823 members 
Mstep: Class 18 contains 20463 members 
Mstep: Class 19 contains 3322 members 
Mstep: Class 20 contains 5874 members 
Mstep: Class 21 contains 3120 members 
Mstep: Class 22 contains 19761 members 
Mstep: Class 23 contains 29382 members 
Mstep: Class 24 contains 109 members 
Mstep: Class 25 contains 2579 members 
Mstep: Class 26 contains 10740 members 
Mstep: Class 27 contains 4106 members 
Mstep: Class 28 contains 951 members 
Mstep: Class 29 contains 6420 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 1087 members 
Mstep: Class 32 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955504.000000 Penalty: 69531.039062
Iteration 83Q: 33 clusters Score -6.59555e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 21724 members 
Mstep: Class 3 contains 171767 members 
Mstep: Class 4 contains 28666 members 
Mstep: Class 5 contains 24176 members 
Mstep: Class 6 contains 12134 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 3267 members 
Mstep: Class 9 contains 5825 members 
Mstep: Class 10 contains 3457 members 
Mstep: Class 11 contains 32744 members 
Mstep: Class 12 contains 14281 members 
Mstep: Class 13 contains 36989 members 
Mstep: Class 14 contains 17707 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 129595 members 
Mstep: Class 17 contains 17815 members 
Mstep: Class 18 contains 20466 members 
Mstep: Class 19 contains 3326 members 
Mstep: Class 20 contains 5869 members 
Mstep: Class 21 contains 3121 members 
Mstep: Class 22 contains 19777 members 
Mstep: Class 23 contains 29372 members 
Mstep: Class 24 contains 109 members 
Mstep: Class 25 contains 2624 members 
Mstep: Class 26 contains 10733 members 
Mstep: Class 27 contains 4121 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 6335 members 
Mstep: Class 30 contains 3285 members 
Mstep: Class 31 contains 1127 members 
Mstep: Class 32 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955676.000000 Penalty: 69531.039062
Iteration 84Q: 33 clusters Score -6.595568e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 21696 members 
Mstep: Class 3 contains 171743 members 
Mstep: Class 4 contains 28672 members 
Mstep: Class 5 contains 24152 members 
Mstep: Class 6 contains 12133 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 3238 members 
Mstep: Class 9 contains 5822 members 
Mstep: Class 10 contains 3473 members 
Mstep: Class 11 contains 32653 members 
Mstep: Class 12 contains 14237 members 
Mstep: Class 13 contains 37179 members 
Mstep: Class 14 contains 17718 members 
Mstep: Class 15 contains 2267 members 
Mstep: Class 16 contains 129645 members 
Mstep: Class 17 contains 17813 members 
Mstep: Class 18 contains 20472 members 
Mstep: Class 19 contains 3328 members 
Mstep: Class 20 contains 5863 members 
Mstep: Class 21 contains 3122 members 
Mstep: Class 22 contains 19789 members 
Mstep: Class 23 contains 29369 members 
Mstep: Class 24 contains 109 members 
Mstep: Class 25 contains 2670 members 
Mstep: Class 26 contains 10736 members 
Mstep: Class 27 contains 4131 members 
Mstep: Class 28 contains 952 members 
Mstep: Class 29 contains 6245 members 
Mstep: Class 30 contains 3297 members 
Mstep: Class 31 contains 1155 members 
Mstep: Class 32 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955864.000000 Penalty: 69531.039062
Iteration 85Q: 33 clusters Score -6.595586e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 21676 members 
Mstep: Class 3 contains 171727 members 
Mstep: Class 4 contains 28670 members 
Mstep: Class 5 contains 24145 members 
Mstep: Class 6 contains 12132 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 5819 members 
Mstep: Class 10 contains 3485 members 
Mstep: Class 11 contains 32586 members 
Mstep: Class 12 contains 14202 members 
Mstep: Class 13 contains 37380 members 
Mstep: Class 14 contains 17723 members 
Mstep: Class 15 contains 2274 members 
Mstep: Class 16 contains 129663 members 
Mstep: Class 17 contains 17825 members 
Mstep: Class 18 contains 20478 members 
Mstep: Class 19 contains 3328 members 
Mstep: Class 20 contains 5849 members 
Mstep: Class 21 contains 3122 members 
Mstep: Class 22 contains 19798 members 
Mstep: Class 23 contains 29364 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 2713 members 
Mstep: Class 26 contains 10736 members 
Mstep: Class 27 contains 4137 members 
Mstep: Class 28 contains 951 members 
Mstep: Class 29 contains 6134 members 
Mstep: Class 30 contains 3309 members 
Mstep: Class 31 contains 1173 members 
Mstep: Class 32 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955924.000000 Penalty: 69531.039062
Iteration 86Q: 33 clusters Score -6.595592e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 21664 members 
Mstep: Class 3 contains 171718 members 
Mstep: Class 4 contains 28670 members 
Mstep: Class 5 contains 24132 members 
Mstep: Class 6 contains 12134 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 3214 members 
Mstep: Class 9 contains 5816 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 32536 members 
Mstep: Class 12 contains 14173 members 
Mstep: Class 13 contains 37574 members 
Mstep: Class 14 contains 17731 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 129667 members 
Mstep: Class 17 contains 17830 members 
Mstep: Class 18 contains 20485 members 
Mstep: Class 19 contains 3328 members 
Mstep: Class 20 contains 5837 members 
Mstep: Class 21 contains 3122 members 
Mstep: Class 22 contains 19812 members 
Mstep: Class 23 contains 29359 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 2741 members 
Mstep: Class 26 contains 10734 members 
Mstep: Class 27 contains 4138 members 
Mstep: Class 28 contains 950 members 
Mstep: Class 29 contains 6013 members 
Mstep: Class 30 contains 3313 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955880.000000 Penalty: 69531.039062
Iteration 87Q: 33 clusters Score -6.595588e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 21648 members 
Mstep: Class 3 contains 171702 members 
Mstep: Class 4 contains 28670 members 
Mstep: Class 5 contains 24126 members 
Mstep: Class 6 contains 12138 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 3190 members 
Mstep: Class 9 contains 5816 members 
Mstep: Class 10 contains 3508 members 
Mstep: Class 11 contains 32495 members 
Mstep: Class 12 contains 14140 members 
Mstep: Class 13 contains 37779 members 
Mstep: Class 14 contains 17750 members 
Mstep: Class 15 contains 2297 members 
Mstep: Class 16 contains 129674 members 
Mstep: Class 17 contains 17828 members 
Mstep: Class 18 contains 20483 members 
Mstep: Class 19 contains 3330 members 
Mstep: Class 20 contains 5827 members 
Mstep: Class 21 contains 3123 members 
Mstep: Class 22 contains 19820 members 
Mstep: Class 23 contains 29357 members 
Mstep: Class 24 contains 113 members 
Mstep: Class 25 contains 2786 members 
Mstep: Class 26 contains 10734 members 
Mstep: Class 27 contains 4138 members 
Mstep: Class 28 contains 949 members 
Mstep: Class 29 contains 5875 members 
Mstep: Class 30 contains 3316 members 
Mstep: Class 31 contains 1200 members 
Mstep: Class 32 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955920.000000 Penalty: 69531.039062
Iteration 88Q: 33 clusters Score -6.595592e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 21633 members 
Mstep: Class 3 contains 171702 members 
Mstep: Class 4 contains 28669 members 
Mstep: Class 5 contains 24121 members 
Mstep: Class 6 contains 12139 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 3151 members 
Mstep: Class 9 contains 5816 members 
Mstep: Class 10 contains 3520 members 
Mstep: Class 11 contains 32446 members 
Mstep: Class 12 contains 14096 members 
Mstep: Class 13 contains 38006 members 
Mstep: Class 14 contains 17757 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 129662 members 
Mstep: Class 17 contains 17831 members 
Mstep: Class 18 contains 20487 members 
Mstep: Class 19 contains 3334 members 
Mstep: Class 20 contains 5794 members 
Mstep: Class 21 contains 3127 members 
Mstep: Class 22 contains 19834 members 
Mstep: Class 23 contains 29357 members 
Mstep: Class 24 contains 114 members 
Mstep: Class 25 contains 2860 members 
Mstep: Class 26 contains 10737 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 947 members 
Mstep: Class 29 contains 5716 members 
Mstep: Class 30 contains 3319 members 
Mstep: Class 31 contains 1215 members 
Mstep: Class 32 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65956008.000000 Penalty: 69531.039062
Iteration 89Q: 33 clusters Score -6.595601e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 21616 members 
Mstep: Class 3 contains 171703 members 
Mstep: Class 4 contains 28675 members 
Mstep: Class 5 contains 24110 members 
Mstep: Class 6 contains 12137 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 3111 members 
Mstep: Class 9 contains 5816 members 
Mstep: Class 10 contains 3542 members 
Mstep: Class 11 contains 32393 members 
Mstep: Class 12 contains 14055 members 
Mstep: Class 13 contains 38219 members 
Mstep: Class 14 contains 17775 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 129639 members 
Mstep: Class 17 contains 17832 members 
Mstep: Class 18 contains 20495 members 
Mstep: Class 19 contains 3335 members 
Mstep: Class 20 contains 5781 members 
Mstep: Class 21 contains 3132 members 
Mstep: Class 22 contains 19848 members 
Mstep: Class 23 contains 29355 members 
Mstep: Class 24 contains 114 members 
Mstep: Class 25 contains 2914 members 
Mstep: Class 26 contains 10746 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 947 members 
Mstep: Class 29 contains 5565 members 
Mstep: Class 30 contains 3320 members 
Mstep: Class 31 contains 1229 members 
Mstep: Class 32 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65956300.000000 Penalty: 69531.039062
Iteration 90Q: 33 clusters Score -6.59563e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 21598 members 
Mstep: Class 3 contains 171708 members 
Mstep: Class 4 contains 28676 members 
Mstep: Class 5 contains 24098 members 
Mstep: Class 6 contains 12137 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 3062 members 
Mstep: Class 9 contains 5813 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 32344 members 
Mstep: Class 12 contains 14011 members 
Mstep: Class 13 contains 38470 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 2331 members 
Mstep: Class 16 contains 129604 members 
Mstep: Class 17 contains 17825 members 
Mstep: Class 18 contains 20502 members 
Mstep: Class 19 contains 3338 members 
Mstep: Class 20 contains 5749 members 
Mstep: Class 21 contains 3133 members 
Mstep: Class 22 contains 19854 members 
Mstep: Class 23 contains 29351 members 
Mstep: Class 24 contains 114 members 
Mstep: Class 25 contains 2991 members 
Mstep: Class 26 contains 10748 members 
Mstep: Class 27 contains 4139 members 
Mstep: Class 28 contains 947 members 
Mstep: Class 29 contains 5413 members 
Mstep: Class 30 contains 3320 members 
Mstep: Class 31 contains 1238 members 
Mstep: Class 32 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65956424.000000 Penalty: 69531.039062
Iteration 91Q: 33 clusters Score -6.595642e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 21580 members 
Mstep: Class 3 contains 171712 members 
Mstep: Class 4 contains 28677 members 
Mstep: Class 5 contains 24098 members 
Mstep: Class 6 contains 12135 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 9 contains 5812 members 
Mstep: Class 10 contains 3587 members 
Mstep: Class 11 contains 32331 members 
Mstep: Class 12 contains 13967 members 
Mstep: Class 13 contains 38716 members 
Mstep: Class 14 contains 17821 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 129544 members 
Mstep: Class 17 contains 17818 members 
Mstep: Class 18 contains 20507 members 
Mstep: Class 19 contains 3339 members 
Mstep: Class 20 contains 5730 members 
Mstep: Class 21 contains 3137 members 
Mstep: Class 22 contains 19864 members 
Mstep: Class 23 contains 29349 members 
Mstep: Class 24 contains 114 members 
Mstep: Class 25 contains 3071 members 
Mstep: Class 26 contains 10748 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 947 members 
Mstep: Class 29 contains 5243 members 
Mstep: Class 30 contains 3319 members 
Mstep: Class 31 contains 1243 members 
Mstep: Class 32 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65956580.000000 Penalty: 69531.039062
Iteration 92Q: 33 clusters Score -6.595658e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 21567 members 
Mstep: Class 3 contains 171705 members 
Mstep: Class 4 contains 28689 members 
Mstep: Class 5 contains 24091 members 
Mstep: Class 6 contains 12133 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 2956 members 
Mstep: Class 9 contains 5812 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 32323 members 
Mstep: Class 12 contains 13911 members 
Mstep: Class 13 contains 38994 members 
Mstep: Class 14 contains 17845 members 
Mstep: Class 15 contains 2366 members 
Mstep: Class 16 contains 129467 members 
Mstep: Class 17 contains 17809 members 
Mstep: Class 18 contains 20512 members 
Mstep: Class 19 contains 3341 members 
Mstep: Class 20 contains 5712 members 
Mstep: Class 21 contains 3136 members 
Mstep: Class 22 contains 19871 members 
Mstep: Class 23 contains 29345 members 
Mstep: Class 24 contains 114 members 
Mstep: Class 25 contains 3156 members 
Mstep: Class 26 contains 10745 members 
Mstep: Class 27 contains 4143 members 
Mstep: Class 28 contains 947 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 3323 members 
Mstep: Class 31 contains 1247 members 
Mstep: Class 32 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65956912.000000 Penalty: 69531.039062
Iteration 93Q: 33 clusters Score -6.595691e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 21552 members 
Mstep: Class 3 contains 171714 members 
Mstep: Class 4 contains 28704 members 
Mstep: Class 5 contains 24083 members 
Mstep: Class 6 contains 12137 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 2913 members 
Mstep: Class 9 contains 5813 members 
Mstep: Class 10 contains 3607 members 
Mstep: Class 11 contains 32333 members 
Mstep: Class 12 contains 13863 members 
Mstep: Class 13 contains 39257 members 
Mstep: Class 14 contains 17869 members 
Mstep: Class 15 contains 2395 members 
Mstep: Class 16 contains 129360 members 
Mstep: Class 17 contains 17796 members 
Mstep: Class 18 contains 20520 members 
Mstep: Class 19 contains 3343 members 
Mstep: Class 20 contains 5693 members 
Mstep: Class 21 contains 3136 members 
Mstep: Class 22 contains 19877 members 
Mstep: Class 23 contains 29338 members 
Mstep: Class 24 contains 115 members 
Mstep: Class 25 contains 3227 members 
Mstep: Class 26 contains 10750 members 
Mstep: Class 27 contains 4148 members 
Mstep: Class 28 contains 946 members 
Mstep: Class 29 contains 4891 members 
Mstep: Class 30 contains 3325 members 
Mstep: Class 31 contains 1252 members 
Mstep: Class 32 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65956944.000000 Penalty: 69531.039062
Iteration 94Q: 33 clusters Score -6.595694e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 21543 members 
Mstep: Class 3 contains 171740 members 
Mstep: Class 4 contains 28714 members 
Mstep: Class 5 contains 24078 members 
Mstep: Class 6 contains 12133 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 5812 members 
Mstep: Class 10 contains 3619 members 
Mstep: Class 11 contains 32346 members 
Mstep: Class 12 contains 13806 members 
Mstep: Class 13 contains 39523 members 
Mstep: Class 14 contains 17889 members 
Mstep: Class 15 contains 2420 members 
Mstep: Class 16 contains 129232 members 
Mstep: Class 17 contains 17791 members 
Mstep: Class 18 contains 20526 members 
Mstep: Class 19 contains 3346 members 
Mstep: Class 20 contains 5668 members 
Mstep: Class 21 contains 3137 members 
Mstep: Class 22 contains 19889 members 
Mstep: Class 23 contains 29339 members 
Mstep: Class 24 contains 115 members 
Mstep: Class 25 contains 3297 members 
Mstep: Class 26 contains 10754 members 
Mstep: Class 27 contains 4153 members 
Mstep: Class 28 contains 946 members 
Mstep: Class 29 contains 4711 members 
Mstep: Class 30 contains 3327 members 
Mstep: Class 31 contains 1252 members 
Mstep: Class 32 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65956864.000000 Penalty: 69531.039062
Iteration 95Q: 33 clusters Score -6.595686e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 21522 members 
Mstep: Class 3 contains 171756 members 
Mstep: Class 4 contains 28732 members 
Mstep: Class 5 contains 24076 members 
Mstep: Class 6 contains 12130 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 3624 members 
Mstep: Class 11 contains 32363 members 
Mstep: Class 12 contains 13741 members 
Mstep: Class 13 contains 39812 members 
Mstep: Class 14 contains 17907 members 
Mstep: Class 15 contains 2459 members 
Mstep: Class 16 contains 129114 members 
Mstep: Class 17 contains 17780 members 
Mstep: Class 18 contains 20526 members 
Mstep: Class 19 contains 3348 members 
Mstep: Class 20 contains 5639 members 
Mstep: Class 21 contains 3141 members 
Mstep: Class 22 contains 19897 members 
Mstep: Class 23 contains 29336 members 
Mstep: Class 24 contains 116 members 
Mstep: Class 25 contains 3377 members 
Mstep: Class 26 contains 10758 members 
Mstep: Class 27 contains 4157 members 
Mstep: Class 28 contains 946 members 
Mstep: Class 29 contains 4523 members 
Mstep: Class 30 contains 3330 members 
Mstep: Class 31 contains 1253 members 
Mstep: Class 32 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65957184.000000 Penalty: 69531.039062
Iteration 96Q: 33 clusters Score -6.595718e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 21497 members 
Mstep: Class 3 contains 171767 members 
Mstep: Class 4 contains 28745 members 
Mstep: Class 5 contains 24066 members 
Mstep: Class 6 contains 12127 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 2784 members 
Mstep: Class 9 contains 5812 members 
Mstep: Class 10 contains 3633 members 
Mstep: Class 11 contains 32379 members 
Mstep: Class 12 contains 13675 members 
Mstep: Class 13 contains 40121 members 
Mstep: Class 14 contains 17928 members 
Mstep: Class 15 contains 2472 members 
Mstep: Class 16 contains 128968 members 
Mstep: Class 17 contains 17762 members 
Mstep: Class 18 contains 20529 members 
Mstep: Class 19 contains 3351 members 
Mstep: Class 20 contains 5615 members 
Mstep: Class 21 contains 3146 members 
Mstep: Class 22 contains 19904 members 
Mstep: Class 23 contains 29331 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 3479 members 
Mstep: Class 26 contains 10762 members 
Mstep: Class 27 contains 4161 members 
Mstep: Class 28 contains 946 members 
Mstep: Class 29 contains 4363 members 
Mstep: Class 30 contains 3332 members 
Mstep: Class 31 contains 1254 members 
Mstep: Class 32 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65957464.000000 Penalty: 69531.039062
Iteration 97Q: 33 clusters Score -6.595746e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 21479 members 
Mstep: Class 3 contains 171779 members 
Mstep: Class 4 contains 28765 members 
Mstep: Class 5 contains 24053 members 
Mstep: Class 6 contains 12117 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 2737 members 
Mstep: Class 9 contains 5810 members 
Mstep: Class 10 contains 3634 members 
Mstep: Class 11 contains 32389 members 
Mstep: Class 12 contains 13607 members 
Mstep: Class 13 contains 40430 members 
Mstep: Class 14 contains 17954 members 
Mstep: Class 15 contains 2486 members 
Mstep: Class 16 contains 128820 members 
Mstep: Class 17 contains 17750 members 
Mstep: Class 18 contains 20540 members 
Mstep: Class 19 contains 3354 members 
Mstep: Class 20 contains 5593 members 
Mstep: Class 21 contains 3147 members 
Mstep: Class 22 contains 19911 members 
Mstep: Class 23 contains 29326 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 3570 members 
Mstep: Class 26 contains 10773 members 
Mstep: Class 27 contains 4168 members 
Mstep: Class 28 contains 946 members 
Mstep: Class 29 contains 4200 members 
Mstep: Class 30 contains 3332 members 
Mstep: Class 31 contains 1255 members 
Mstep: Class 32 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65957688.000000 Penalty: 69531.039062
Iteration 98Q: 33 clusters Score -6.595769e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 21465 members 
Mstep: Class 3 contains 171800 members 
Mstep: Class 4 contains 28791 members 
Mstep: Class 5 contains 24055 members 
Mstep: Class 6 contains 12118 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 2696 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 3633 members 
Mstep: Class 11 contains 32380 members 
Mstep: Class 12 contains 13525 members 
Mstep: Class 13 contains 40687 members 
Mstep: Class 14 contains 17985 members 
Mstep: Class 15 contains 2499 members 
Mstep: Class 16 contains 128694 members 
Mstep: Class 17 contains 17730 members 
Mstep: Class 18 contains 20544 members 
Mstep: Class 19 contains 3358 members 
Mstep: Class 20 contains 5573 members 
Mstep: Class 21 contains 3147 members 
Mstep: Class 22 contains 19915 members 
Mstep: Class 23 contains 29323 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 3662 members 
Mstep: Class 26 contains 10783 members 
Mstep: Class 27 contains 4168 members 
Mstep: Class 28 contains 946 members 
Mstep: Class 29 contains 4051 members 
Mstep: Class 30 contains 3335 members 
Mstep: Class 31 contains 1257 members 
Mstep: Class 32 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65957764.000000 Penalty: 69531.039062
Iteration 99Q: 33 clusters Score -6.595776e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 21440 members 
Mstep: Class 3 contains 171823 members 
Mstep: Class 4 contains 28813 members 
Mstep: Class 5 contains 24057 members 
Mstep: Class 6 contains 12123 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 5807 members 
Mstep: Class 10 contains 3634 members 
Mstep: Class 11 contains 32374 members 
Mstep: Class 12 contains 13463 members 
Mstep: Class 13 contains 40963 members 
Mstep: Class 14 contains 18012 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 128561 members 
Mstep: Class 17 contains 17715 members 
Mstep: Class 18 contains 20545 members 
Mstep: Class 19 contains 3360 members 
Mstep: Class 20 contains 5558 members 
Mstep: Class 21 contains 3150 members 
Mstep: Class 22 contains 19909 members 
Mstep: Class 23 contains 29312 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 3743 members 
Mstep: Class 26 contains 10787 members 
Mstep: Class 27 contains 4169 members 
Mstep: Class 28 contains 946 members 
Mstep: Class 29 contains 3901 members 
Mstep: Class 30 contains 3336 members 
Mstep: Class 31 contains 1257 members 
Mstep: Class 32 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65957908.000000 Penalty: 69531.039062
Iteration 100F: 33 clusters Score -6.595791e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 21424 members 
Mstep: Class 3 contains 171834 members 
Mstep: Class 4 contains 28837 members 
Mstep: Class 5 contains 24053 members 
Mstep: Class 6 contains 12121 members 
Mstep: Class 7 contains 297 members 
Mstep: Class 8 contains 2624 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 3634 members 
Mstep: Class 11 contains 32369 members 
Mstep: Class 12 contains 13414 members 
Mstep: Class 13 contains 41202 members 
Mstep: Class 14 contains 18039 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 128450 members 
Mstep: Class 17 contains 17702 members 
Mstep: Class 18 contains 20550 members 
Mstep: Class 19 contains 3362 members 
Mstep: Class 20 contains 5540 members 
Mstep: Class 21 contains 3154 members 
Mstep: Class 22 contains 19908 members 
Mstep: Class 23 contains 29306 members 
Mstep: Class 24 contains 118 members 
Mstep: Class 25 contains 3825 members 
Mstep: Class 26 contains 10790 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 946 members 
Mstep: Class 29 contains 3766 members 
Mstep: Class 30 contains 3340 members 
Mstep: Class 31 contains 1259 members 
Mstep: Class 32 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958096.000000 Penalty: 69531.039062
Iteration 101Q: 33 clusters Score -6.59581e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 21412 members 
Mstep: Class 3 contains 171840 members 
Mstep: Class 4 contains 28847 members 
Mstep: Class 5 contains 24051 members 
Mstep: Class 6 contains 12115 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 2591 members 
Mstep: Class 9 contains 5807 members 
Mstep: Class 10 contains 3633 members 
Mstep: Class 11 contains 32375 members 
Mstep: Class 12 contains 13374 members 
Mstep: Class 13 contains 41463 members 
Mstep: Class 14 contains 18070 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 128332 members 
Mstep: Class 17 contains 17682 members 
Mstep: Class 18 contains 20553 members 
Mstep: Class 19 contains 3363 members 
Mstep: Class 20 contains 5516 members 
Mstep: Class 21 contains 3159 members 
Mstep: Class 22 contains 19903 members 
Mstep: Class 23 contains 29306 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 10788 members 
Mstep: Class 27 contains 4173 members 
Mstep: Class 28 contains 946 members 
Mstep: Class 29 contains 3646 members 
Mstep: Class 30 contains 3342 members 
Mstep: Class 31 contains 1259 members 
Mstep: Class 32 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958160.000000 Penalty: 69531.039062
Iteration 102Q: 33 clusters Score -6.595816e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 21398 members 
Mstep: Class 3 contains 171854 members 
Mstep: Class 4 contains 28855 members 
Mstep: Class 5 contains 24050 members 
Mstep: Class 6 contains 12110 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 2565 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 3632 members 
Mstep: Class 11 contains 32376 members 
Mstep: Class 12 contains 13342 members 
Mstep: Class 13 contains 41709 members 
Mstep: Class 14 contains 18097 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 128211 members 
Mstep: Class 17 contains 17669 members 
Mstep: Class 18 contains 20565 members 
Mstep: Class 19 contains 3364 members 
Mstep: Class 20 contains 5502 members 
Mstep: Class 21 contains 3161 members 
Mstep: Class 22 contains 19903 members 
Mstep: Class 23 contains 29300 members 
Mstep: Class 24 contains 116 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 10787 members 
Mstep: Class 27 contains 4175 members 
Mstep: Class 28 contains 945 members 
Mstep: Class 29 contains 3522 members 
Mstep: Class 30 contains 3342 members 
Mstep: Class 31 contains 1263 members 
Mstep: Class 32 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958272.000000 Penalty: 69531.039062
Iteration 103Q: 33 clusters Score -6.595827e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 21390 members 
Mstep: Class 3 contains 171871 members 
Mstep: Class 4 contains 28872 members 
Mstep: Class 5 contains 24059 members 
Mstep: Class 6 contains 12110 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 2532 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 3633 members 
Mstep: Class 11 contains 32378 members 
Mstep: Class 12 contains 13314 members 
Mstep: Class 13 contains 41906 members 
Mstep: Class 14 contains 18121 members 
Mstep: Class 15 contains 2518 members 
Mstep: Class 16 contains 128100 members 
Mstep: Class 17 contains 17659 members 
Mstep: Class 18 contains 20565 members 
Mstep: Class 19 contains 3367 members 
Mstep: Class 20 contains 5488 members 
Mstep: Class 21 contains 3161 members 
Mstep: Class 22 contains 19897 members 
Mstep: Class 23 contains 29295 members 
Mstep: Class 24 contains 116 members 
Mstep: Class 25 contains 4009 members 
Mstep: Class 26 contains 10788 members 
Mstep: Class 27 contains 4177 members 
Mstep: Class 28 contains 945 members 
Mstep: Class 29 contains 3420 members 
Mstep: Class 30 contains 3340 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958280.000000 Penalty: 69531.039062
Iteration 104Q: 33 clusters Score -6.595828e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 21385 members 
Mstep: Class 3 contains 171879 members 
Mstep: Class 4 contains 28885 members 
Mstep: Class 5 contains 24065 members 
Mstep: Class 6 contains 12111 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 2501 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 3633 members 
Mstep: Class 11 contains 32381 members 
Mstep: Class 12 contains 13296 members 
Mstep: Class 13 contains 42079 members 
Mstep: Class 14 contains 18138 members 
Mstep: Class 15 contains 2527 members 
Mstep: Class 16 contains 128024 members 
Mstep: Class 17 contains 17643 members 
Mstep: Class 18 contains 20570 members 
Mstep: Class 19 contains 3371 members 
Mstep: Class 20 contains 5471 members 
Mstep: Class 21 contains 3162 members 
Mstep: Class 22 contains 19890 members 
Mstep: Class 23 contains 29289 members 
Mstep: Class 24 contains 116 members 
Mstep: Class 25 contains 4040 members 
Mstep: Class 26 contains 10787 members 
Mstep: Class 27 contains 4178 members 
Mstep: Class 28 contains 945 members 
Mstep: Class 29 contains 3332 members 
Mstep: Class 30 contains 3339 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958408.000000 Penalty: 69531.039062
Iteration 105Q: 33 clusters Score -6.595841e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 21369 members 
Mstep: Class 3 contains 171889 members 
Mstep: Class 4 contains 28898 members 
Mstep: Class 5 contains 24066 members 
Mstep: Class 6 contains 12109 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 2483 members 
Mstep: Class 9 contains 5810 members 
Mstep: Class 10 contains 3633 members 
Mstep: Class 11 contains 32376 members 
Mstep: Class 12 contains 13270 members 
Mstep: Class 13 contains 42222 members 
Mstep: Class 14 contains 18167 members 
Mstep: Class 15 contains 2530 members 
Mstep: Class 16 contains 127960 members 
Mstep: Class 17 contains 17636 members 
Mstep: Class 18 contains 20572 members 
Mstep: Class 19 contains 3371 members 
Mstep: Class 20 contains 5463 members 
Mstep: Class 21 contains 3163 members 
Mstep: Class 22 contains 19889 members 
Mstep: Class 23 contains 29279 members 
Mstep: Class 24 contains 116 members 
Mstep: Class 25 contains 4070 members 
Mstep: Class 26 contains 10785 members 
Mstep: Class 27 contains 4177 members 
Mstep: Class 28 contains 945 members 
Mstep: Class 29 contains 3264 members 
Mstep: Class 30 contains 3338 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958424.000000 Penalty: 69531.039062
Iteration 106Q: 33 clusters Score -6.595842e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 21359 members 
Mstep: Class 3 contains 171907 members 
Mstep: Class 4 contains 28908 members 
Mstep: Class 5 contains 24071 members 
Mstep: Class 6 contains 12106 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 2475 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 3634 members 
Mstep: Class 11 contains 32380 members 
Mstep: Class 12 contains 13240 members 
Mstep: Class 13 contains 42312 members 
Mstep: Class 14 contains 18193 members 
Mstep: Class 15 contains 2529 members 
Mstep: Class 16 contains 127894 members 
Mstep: Class 17 contains 17628 members 
Mstep: Class 18 contains 20571 members 
Mstep: Class 19 contains 3371 members 
Mstep: Class 20 contains 5456 members 
Mstep: Class 21 contains 3164 members 
Mstep: Class 22 contains 19901 members 
Mstep: Class 23 contains 29276 members 
Mstep: Class 24 contains 116 members 
Mstep: Class 25 contains 4099 members 
Mstep: Class 26 contains 10784 members 
Mstep: Class 27 contains 4178 members 
Mstep: Class 28 contains 945 members 
Mstep: Class 29 contains 3210 members 
Mstep: Class 30 contains 3339 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958432.000000 Penalty: 69531.039062
Iteration 107Q: 33 clusters Score -6.595843e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 21359 members 
Mstep: Class 3 contains 171920 members 
Mstep: Class 4 contains 28918 members 
Mstep: Class 5 contains 24071 members 
Mstep: Class 6 contains 12108 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 2467 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 3634 members 
Mstep: Class 11 contains 32381 members 
Mstep: Class 12 contains 13219 members 
Mstep: Class 13 contains 42387 members 
Mstep: Class 14 contains 18220 members 
Mstep: Class 15 contains 2530 members 
Mstep: Class 16 contains 127850 members 
Mstep: Class 17 contains 17619 members 
Mstep: Class 18 contains 20572 members 
Mstep: Class 19 contains 3369 members 
Mstep: Class 20 contains 5451 members 
Mstep: Class 21 contains 3166 members 
Mstep: Class 22 contains 19907 members 
Mstep: Class 23 contains 29267 members 
Mstep: Class 24 contains 116 members 
Mstep: Class 25 contains 4119 members 
Mstep: Class 26 contains 10784 members 
Mstep: Class 27 contains 4179 members 
Mstep: Class 28 contains 945 members 
Mstep: Class 29 contains 3151 members 
Mstep: Class 30 contains 3340 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958604.000000 Penalty: 69531.039062
Iteration 108Q: 33 clusters Score -6.59586e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 21352 members 
Mstep: Class 3 contains 171940 members 
Mstep: Class 4 contains 28932 members 
Mstep: Class 5 contains 24068 members 
Mstep: Class 6 contains 12111 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 2459 members 
Mstep: Class 9 contains 5810 members 
Mstep: Class 10 contains 3634 members 
Mstep: Class 11 contains 32386 members 
Mstep: Class 12 contains 13207 members 
Mstep: Class 13 contains 42439 members 
Mstep: Class 14 contains 18239 members 
Mstep: Class 15 contains 2532 members 
Mstep: Class 16 contains 127824 members 
Mstep: Class 17 contains 17612 members 
Mstep: Class 18 contains 20574 members 
Mstep: Class 19 contains 3366 members 
Mstep: Class 20 contains 5452 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 19914 members 
Mstep: Class 23 contains 29255 members 
Mstep: Class 24 contains 116 members 
Mstep: Class 25 contains 4132 members 
Mstep: Class 26 contains 10784 members 
Mstep: Class 27 contains 4179 members 
Mstep: Class 28 contains 945 members 
Mstep: Class 29 contains 3098 members 
Mstep: Class 30 contains 3340 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958640.000000 Penalty: 69531.039062
Iteration 109Q: 33 clusters Score -6.595864e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 21347 members 
Mstep: Class 3 contains 171972 members 
Mstep: Class 4 contains 28951 members 
Mstep: Class 5 contains 24069 members 
Mstep: Class 6 contains 12117 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 2451 members 
Mstep: Class 9 contains 5809 members 
Mstep: Class 10 contains 3634 members 
Mstep: Class 11 contains 32391 members 
Mstep: Class 12 contains 13188 members 
Mstep: Class 13 contains 42488 members 
Mstep: Class 14 contains 18251 members 
Mstep: Class 15 contains 2529 members 
Mstep: Class 16 contains 127787 members 
Mstep: Class 17 contains 17605 members 
Mstep: Class 18 contains 20571 members 
Mstep: Class 19 contains 3365 members 
Mstep: Class 20 contains 5448 members 
Mstep: Class 21 contains 3166 members 
Mstep: Class 22 contains 19917 members 
Mstep: Class 23 contains 29253 members 
Mstep: Class 24 contains 116 members 
Mstep: Class 25 contains 4157 members 
Mstep: Class 26 contains 10781 members 
Mstep: Class 27 contains 4179 members 
Mstep: Class 28 contains 945 members 
Mstep: Class 29 contains 3048 members 
Mstep: Class 30 contains 3339 members 
Mstep: Class 31 contains 1264 members 
Mstep: Class 32 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958520.000000 Penalty: 69531.039062
Iteration 110Q: 33 clusters Score -6.595852e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 21345 members 
Mstep: Class 3 contains 171994 members 
Mstep: Class 4 contains 28964 members 
Mstep: Class 5 contains 24069 members 
Mstep: Class 6 contains 12121 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 2445 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 3633 members 
Mstep: Class 11 contains 32399 members 
Mstep: Class 12 contains 13172 members 
Mstep: Class 13 contains 42526 members 
Mstep: Class 14 contains 18261 members 
Mstep: Class 15 contains 2532 members 
Mstep: Class 16 contains 127759 members 
Mstep: Class 17 contains 17594 members 
Mstep: Class 18 contains 20570 members 
Mstep: Class 19 contains 3364 members 
Mstep: Class 20 contains 5447 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 19927 members 
Mstep: Class 23 contains 29251 members 
Mstep: Class 24 contains 116 members 
Mstep: Class 25 contains 4181 members 
Mstep: Class 26 contains 10774 members 
Mstep: Class 27 contains 4180 members 
Mstep: Class 28 contains 945 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 3337 members 
Mstep: Class 31 contains 1263 members 
Mstep: Class 32 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958616.000000 Penalty: 69531.039062
Iteration 111Q: 33 clusters Score -6.595862e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 21340 members 
Mstep: Class 3 contains 172001 members 
Mstep: Class 4 contains 28983 members 
Mstep: Class 5 contains 24073 members 
Mstep: Class 6 contains 12124 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 2438 members 
Mstep: Class 9 contains 5807 members 
Mstep: Class 10 contains 3632 members 
Mstep: Class 11 contains 32404 members 
Mstep: Class 12 contains 13155 members 
Mstep: Class 13 contains 42559 members 
Mstep: Class 14 contains 18274 members 
Mstep: Class 15 contains 2534 members 
Mstep: Class 16 contains 127738 members 
Mstep: Class 17 contains 17578 members 
Mstep: Class 18 contains 20568 members 
Mstep: Class 19 contains 3363 members 
Mstep: Class 20 contains 5445 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 19937 members 
Mstep: Class 23 contains 29249 members 
Mstep: Class 24 contains 116 members 
Mstep: Class 25 contains 4203 members 
Mstep: Class 26 contains 10769 members 
Mstep: Class 27 contains 4179 members 
Mstep: Class 28 contains 945 members 
Mstep: Class 29 contains 2966 members 
Mstep: Class 30 contains 3337 members 
Mstep: Class 31 contains 1263 members 
Mstep: Class 32 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958596.000000 Penalty: 69531.039062
Iteration 112Q: 33 clusters Score -6.59586e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 21338 members 
Mstep: Class 3 contains 172006 members 
Mstep: Class 4 contains 28995 members 
Mstep: Class 5 contains 24078 members 
Mstep: Class 6 contains 12125 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 2428 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 3634 members 
Mstep: Class 11 contains 32399 members 
Mstep: Class 12 contains 13134 members 
Mstep: Class 13 contains 42608 members 
Mstep: Class 14 contains 18282 members 
Mstep: Class 15 contains 2532 members 
Mstep: Class 16 contains 127728 members 
Mstep: Class 17 contains 17563 members 
Mstep: Class 18 contains 20567 members 
Mstep: Class 19 contains 3365 members 
Mstep: Class 20 contains 5446 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 19945 members 
Mstep: Class 23 contains 29246 members 
Mstep: Class 24 contains 116 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 10769 members 
Mstep: Class 27 contains 4180 members 
Mstep: Class 28 contains 945 members 
Mstep: Class 29 contains 2922 members 
Mstep: Class 30 contains 3337 members 
Mstep: Class 31 contains 1263 members 
Mstep: Class 32 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958504.000000 Penalty: 69531.039062
Iteration 113Q: 33 clusters Score -6.59585e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 21336 members 
Mstep: Class 3 contains 172018 members 
Mstep: Class 4 contains 29000 members 
Mstep: Class 5 contains 24075 members 
Mstep: Class 6 contains 12128 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 2419 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 3634 members 
Mstep: Class 11 contains 32392 members 
Mstep: Class 12 contains 13115 members 
Mstep: Class 13 contains 42635 members 
Mstep: Class 14 contains 18301 members 
Mstep: Class 15 contains 2533 members 
Mstep: Class 16 contains 127715 members 
Mstep: Class 17 contains 17544 members 
Mstep: Class 18 contains 20567 members 
Mstep: Class 19 contains 3367 members 
Mstep: Class 20 contains 5446 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 19948 members 
Mstep: Class 23 contains 29244 members 
Mstep: Class 24 contains 116 members 
Mstep: Class 25 contains 4238 members 
Mstep: Class 26 contains 10768 members 
Mstep: Class 27 contains 4180 members 
Mstep: Class 28 contains 945 members 
Mstep: Class 29 contains 2909 members 
Mstep: Class 30 contains 3337 members 
Mstep: Class 31 contains 1263 members 
Mstep: Class 32 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958512.000000 Penalty: 69531.039062
Iteration 114Q: 33 clusters Score -6.595851e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 21333 members 
Mstep: Class 3 contains 172031 members 
Mstep: Class 4 contains 29009 members 
Mstep: Class 5 contains 24078 members 
Mstep: Class 6 contains 12131 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 2408 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 3634 members 
Mstep: Class 11 contains 32383 members 
Mstep: Class 12 contains 13101 members 
Mstep: Class 13 contains 42662 members 
Mstep: Class 14 contains 18314 members 
Mstep: Class 15 contains 2533 members 
Mstep: Class 16 contains 127700 members 
Mstep: Class 17 contains 17532 members 
Mstep: Class 18 contains 20566 members 
Mstep: Class 19 contains 3369 members 
Mstep: Class 20 contains 5443 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 19954 members 
Mstep: Class 23 contains 29242 members 
Mstep: Class 24 contains 116 members 
Mstep: Class 25 contains 4254 members 
Mstep: Class 26 contains 10768 members 
Mstep: Class 27 contains 4180 members 
Mstep: Class 28 contains 945 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 3335 members 
Mstep: Class 31 contains 1263 members 
Mstep: Class 32 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958480.000000 Penalty: 69531.039062
Iteration 115Q: 33 clusters Score -6.595848e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 21330 members 
Mstep: Class 3 contains 172044 members 
Mstep: Class 4 contains 29016 members 
Mstep: Class 5 contains 24081 members 
Mstep: Class 6 contains 12132 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 2395 members 
Mstep: Class 9 contains 5807 members 
Mstep: Class 10 contains 3635 members 
Mstep: Class 11 contains 32380 members 
Mstep: Class 12 contains 13092 members 
Mstep: Class 13 contains 42680 members 
Mstep: Class 14 contains 18328 members 
Mstep: Class 15 contains 2534 members 
Mstep: Class 16 contains 127683 members 
Mstep: Class 17 contains 17524 members 
Mstep: Class 18 contains 20569 members 
Mstep: Class 19 contains 3371 members 
Mstep: Class 20 contains 5443 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 19961 members 
Mstep: Class 23 contains 29238 members 
Mstep: Class 24 contains 116 members 
Mstep: Class 25 contains 4273 members 
Mstep: Class 26 contains 10764 members 
Mstep: Class 27 contains 4179 members 
Mstep: Class 28 contains 945 members 
Mstep: Class 29 contains 2869 members 
Mstep: Class 30 contains 3333 members 
Mstep: Class 31 contains 1263 members 
Mstep: Class 32 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958492.000000 Penalty: 69531.039062
Iteration 116Q: 33 clusters Score -6.595849e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 21329 members 
Mstep: Class 3 contains 172045 members 
Mstep: Class 4 contains 29033 members 
Mstep: Class 5 contains 24082 members 
Mstep: Class 6 contains 12135 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 2389 members 
Mstep: Class 9 contains 5807 members 
Mstep: Class 10 contains 3635 members 
Mstep: Class 11 contains 32379 members 
Mstep: Class 12 contains 13087 members 
Mstep: Class 13 contains 42708 members 
Mstep: Class 14 contains 18338 members 
Mstep: Class 15 contains 2534 members 
Mstep: Class 16 contains 127660 members 
Mstep: Class 17 contains 17519 members 
Mstep: Class 18 contains 20570 members 
Mstep: Class 19 contains 3370 members 
Mstep: Class 20 contains 5433 members 
Mstep: Class 21 contains 3166 members 
Mstep: Class 22 contains 19963 members 
Mstep: Class 23 contains 29235 members 
Mstep: Class 24 contains 116 members 
Mstep: Class 25 contains 4284 members 
Mstep: Class 26 contains 10764 members 
Mstep: Class 27 contains 4179 members 
Mstep: Class 28 contains 945 members 
Mstep: Class 29 contains 2848 members 
Mstep: Class 30 contains 3334 members 
Mstep: Class 31 contains 1263 members 
Mstep: Class 32 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958544.000000 Penalty: 69531.039062
Iteration 117Q: 33 clusters Score -6.595854e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 21330 members 
Mstep: Class 3 contains 172049 members 
Mstep: Class 4 contains 29042 members 
Mstep: Class 5 contains 24086 members 
Mstep: Class 6 contains 12137 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 2379 members 
Mstep: Class 9 contains 5807 members 
Mstep: Class 10 contains 3635 members 
Mstep: Class 11 contains 32373 members 
Mstep: Class 12 contains 13076 members 
Mstep: Class 13 contains 42740 members 
Mstep: Class 14 contains 18346 members 
Mstep: Class 15 contains 2533 members 
Mstep: Class 16 contains 127643 members 
Mstep: Class 17 contains 17511 members 
Mstep: Class 18 contains 20572 members 
Mstep: Class 19 contains 3370 members 
Mstep: Class 20 contains 5434 members 
Mstep: Class 21 contains 3165 members 
Mstep: Class 22 contains 19961 members 
Mstep: Class 23 contains 29228 members 
Mstep: Class 24 contains 116 members 
Mstep: Class 25 contains 4299 members 
Mstep: Class 26 contains 10762 members 
Mstep: Class 27 contains 4180 members 
Mstep: Class 28 contains 945 members 
Mstep: Class 29 contains 2837 members 
Mstep: Class 30 contains 3334 members 
Mstep: Class 31 contains 1263 members 
Mstep: Class 32 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958504.000000 Penalty: 69531.039062
Iteration 118Q: 33 clusters Score -6.59585e+07 nChanged 130
Entering ConstructFrom: 
Score: -65958504.000000 Penalty: 69531.039062
Entering ConstructFrom: 
Trying to split cluster 1 (6356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Entering Unmasked Estep 
Score: -676000.125000 Penalty: 1423.037598
	Iteration 0F: 2 clusters Score -676000.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -671106.937500 Penalty: 2846.075195
	Iteration 0F: 3 clusters Score -671106.9 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -672537.625000 Penalty: 2846.075195
	Iteration 1F: 3 clusters Score -672537.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -672741.625000 Penalty: 2846.075195
	Iteration 2F: 3 clusters Score -672741.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -672921.937500 Penalty: 2846.075195
	Iteration 3F: 3 clusters Score -672921.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -673097.937500 Penalty: 2846.075195
	Iteration 4F: 3 clusters Score -673097.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -673243.312500 Penalty: 2846.075195
	Iteration 5Q: 3 clusters Score -673243.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -673413.312500 Penalty: 2846.075195
	Iteration 6Q: 3 clusters Score -673413.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -673580.875000 Penalty: 2846.075195
	Iteration 7Q: 3 clusters Score -673580.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -673735.000000 Penalty: 2846.075195
	Iteration 8Q: 3 clusters Score -673735 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -673909.562500 Penalty: 2846.075195
	Iteration 9Q: 3 clusters Score -673909.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -674082.250000 Penalty: 2846.075195
	Iteration 10Q: 3 clusters Score -674082.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -674208.312500 Penalty: 2846.075195
	Iteration 11Q: 3 clusters Score -674208.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -674320.687500 Penalty: 2846.075195
	Iteration 12Q: 3 clusters Score -674320.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -674425.937500 Penalty: 2846.075195
	Iteration 13Q: 3 clusters Score -674425.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -674508.437500 Penalty: 2846.075195
	Iteration 14Q: 3 clusters Score -674508.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -674566.000000 Penalty: 2846.075195
	Iteration 15Q: 3 clusters Score -674566 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -674608.250000 Penalty: 2846.075195
	Iteration 16Q: 3 clusters Score -674608.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -674641.375000 Penalty: 2846.075195
	Iteration 17Q: 3 clusters Score -674641.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -674662.437500 Penalty: 2846.075195
	Iteration 18Q: 3 clusters Score -674662.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -674677.625000 Penalty: 2846.075195
	Iteration 19Q: 3 clusters Score -674677.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -674686.937500 Penalty: 2846.075195
	Iteration 20F: 3 clusters Score -674686.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -674695.000000 Penalty: 2846.075195
	Iteration 21Q: 3 clusters Score -674695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -674705.875000 Penalty: 2846.075195
	Iteration 22Q: 3 clusters Score -674705.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -674715.000000 Penalty: 2846.075195
	Iteration 23Q: 3 clusters Score -674715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -674725.375000 Penalty: 2846.075195
	Iteration 24Q: 3 clusters Score -674725.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -674729.125000 Penalty: 2846.075195
	Iteration 25Q: 3 clusters Score -674729.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -674731.375000 Penalty: 2846.075195
	Iteration 26Q: 3 clusters Score -674731.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -674734.125000 Penalty: 2846.075195
	Iteration 27Q: 3 clusters Score -674734.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -674734.125000 Penalty: 2846.075195
	Iteration 28F: 3 clusters Score -674734.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Entering Unmasked Estep 
Score: -2234366.000000 Penalty: 1619.763672
	Iteration 0F: 2 clusters Score -2234366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2219834.500000 Penalty: 3239.527344
	Iteration 0F: 3 clusters Score -2219834 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2225167.500000 Penalty: 3239.527344
	Iteration 1F: 3 clusters Score -2225168 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2225460.000000 Penalty: 3239.527344
	Iteration 2Q: 3 clusters Score -2225460 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2225712.250000 Penalty: 3239.527344
	Iteration 3Q: 3 clusters Score -2225712 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2225927.000000 Penalty: 3239.527344
	Iteration 4Q: 3 clusters Score -2225927 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2226129.750000 Penalty: 3239.527344
	Iteration 5Q: 3 clusters Score -2226130 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2226352.500000 Penalty: 3239.527344
	Iteration 6Q: 3 clusters Score -2226352 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2226555.000000 Penalty: 3239.527344
	Iteration 7Q: 3 clusters Score -2226555 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2226792.250000 Penalty: 3239.527344
	Iteration 8Q: 3 clusters Score -2226792 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2227094.750000 Penalty: 3239.527344
	Iteration 9Q: 3 clusters Score -2227095 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2227498.750000 Penalty: 3239.527344
	Iteration 10Q: 3 clusters Score -2227499 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2228033.250000 Penalty: 3239.527344
	Iteration 11Q: 3 clusters Score -2228033 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2228638.000000 Penalty: 3239.527344
	Iteration 12Q: 3 clusters Score -2228638 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2229273.750000 Penalty: 3239.527344
	Iteration 13Q: 3 clusters Score -2229274 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2229847.000000 Penalty: 3239.527344
	Iteration 14Q: 3 clusters Score -2229847 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2230280.250000 Penalty: 3239.527344
	Iteration 15Q: 3 clusters Score -2230280 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2230641.500000 Penalty: 3239.527344
	Iteration 16Q: 3 clusters Score -2230642 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2230967.000000 Penalty: 3239.527344
	Iteration 17Q: 3 clusters Score -2230967 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2231255.000000 Penalty: 3239.527344
	Iteration 18Q: 3 clusters Score -2231255 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2231488.000000 Penalty: 3239.527344
	Iteration 19Q: 3 clusters Score -2231488 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -2231703.500000 Penalty: 3239.527344
	Iteration 20F: 3 clusters Score -2231704 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2231897.500000 Penalty: 3239.527344
	Iteration 21Q: 3 clusters Score -2231898 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2232093.500000 Penalty: 3239.527344
	Iteration 22Q: 3 clusters Score -2232094 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2232271.250000 Penalty: 3239.527344
	Iteration 23Q: 3 clusters Score -2232271 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -2232437.500000 Penalty: 3239.527344
	Iteration 24Q: 3 clusters Score -2232438 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -2232563.000000 Penalty: 3239.527344
	Iteration 25Q: 3 clusters Score -2232563 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -2232672.250000 Penalty: 3239.527344
	Iteration 26Q: 3 clusters Score -2232672 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2232753.000000 Penalty: 3239.527344
	Iteration 27Q: 3 clusters Score -2232753 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2232818.750000 Penalty: 3239.527344
	Iteration 28Q: 3 clusters Score -2232819 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2232873.750000 Penalty: 3239.527344
	Iteration 29Q: 3 clusters Score -2232874 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2232909.750000 Penalty: 3239.527344
	Iteration 30Q: 3 clusters Score -2232910 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -2232934.000000 Penalty: 3239.527344
	Iteration 31Q: 3 clusters Score -2232934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2232948.500000 Penalty: 3239.527344
	Iteration 32Q: 3 clusters Score -2232948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -2232958.250000 Penalty: 3239.527344
	Iteration 33Q: 3 clusters Score -2232958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2232975.500000 Penalty: 3239.527344
	Iteration 34Q: 3 clusters Score -2232976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2232988.250000 Penalty: 3239.527344
	Iteration 35Q: 3 clusters Score -2232988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2232998.250000 Penalty: 3239.527344
	Iteration 36Q: 3 clusters Score -2232998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -2232999.250000 Penalty: 3239.527344
	Iteration 37Q: 3 clusters Score -2232999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -2233002.750000 Penalty: 3239.527344
	Iteration 38Q: 3 clusters Score -2233003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -2233005.000000 Penalty: 3239.527344
	Iteration 39Q: 3 clusters Score -2233005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -2233005.000000 Penalty: 3239.527344
	Iteration 40F: 3 clusters Score -2233005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (172059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172059 members 
Entering Unmasked Estep 
Score: -18475966.000000 Penalty: 1959.033813
	Iteration 0F: 2 clusters Score -1.847597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85651 members 
Mstep: Class 2 contains 86408 members 
Entering Unmasked Estep 
Score: -18367440.000000 Penalty: 3918.067627
	Iteration 0F: 3 clusters Score -1.836744e+07 nChanged 82983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77858 members 
Mstep: Class 2 contains 94201 members 
Entering Unmasked Estep 
Score: -18416742.000000 Penalty: 3918.067627
	Iteration 1F: 3 clusters Score -1.841674e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73311 members 
Mstep: Class 2 contains 98748 members 
Entering Unmasked Estep 
Score: -18418626.000000 Penalty: 3918.067627
	Iteration 2Q: 3 clusters Score -1.841863e+07 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66365 members 
Mstep: Class 2 contains 105694 members 
Entering Unmasked Estep 
Score: -18421770.000000 Penalty: 3918.067627
	Iteration 3Q: 3 clusters Score -1.842177e+07 nChanged 10395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56110 members 
Mstep: Class 2 contains 115949 members 
Entering Unmasked Estep 
Score: -18428040.000000 Penalty: 3918.067627
	Iteration 4F: 3 clusters Score -1.842804e+07 nChanged 13934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 129847 members 
Entering Unmasked Estep 
Score: -18438874.000000 Penalty: 3918.067627
	Iteration 5F: 3 clusters Score -1.843887e+07 nChanged 16194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 146035 members 
Entering Unmasked Estep 
Score: -18454160.000000 Penalty: 3918.067627
	Iteration 6F: 3 clusters Score -1.845416e+07 nChanged 13958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 159993 members 
Entering Unmasked Estep 
Score: -18466112.000000 Penalty: 3918.067627
	Iteration 7F: 3 clusters Score -1.846611e+07 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 167406 members 
Entering Unmasked Estep 
Score: -18471160.000000 Penalty: 3918.067627
	Iteration 8Q: 3 clusters Score -1.847116e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 170197 members 
Entering Unmasked Estep 
Score: -18473020.000000 Penalty: 3918.067627
	Iteration 9Q: 3 clusters Score -1.847302e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 171215 members 
Entering Unmasked Estep 
Score: -18473708.000000 Penalty: 3918.067627
	Iteration 10Q: 3 clusters Score -1.847371e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 171553 members 
Entering Unmasked Estep 
Score: -18473928.000000 Penalty: 3918.067627
	Iteration 11Q: 3 clusters Score -1.847393e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 171677 members 
Entering Unmasked Estep 
Score: -18474052.000000 Penalty: 3918.067627
	Iteration 12Q: 3 clusters Score -1.847405e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 171736 members 
Entering Unmasked Estep 
Score: -18474122.000000 Penalty: 3918.067627
	Iteration 13Q: 3 clusters Score -1.847412e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 171760 members 
Entering Unmasked Estep 
Score: -18474160.000000 Penalty: 3918.067627
	Iteration 14Q: 3 clusters Score -1.847416e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 171770 members 
Entering Unmasked Estep 
Score: -18474194.000000 Penalty: 3918.067627
	Iteration 15Q: 3 clusters Score -1.847419e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 171781 members 
Entering Unmasked Estep 
Score: -18474218.000000 Penalty: 3918.067627
	Iteration 16Q: 3 clusters Score -1.847422e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 171789 members 
Entering Unmasked Estep 
Score: -18474222.000000 Penalty: 3918.067627
	Iteration 17Q: 3 clusters Score -1.847422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 171793 members 
Entering Unmasked Estep 
Score: -18474226.000000 Penalty: 3918.067627
	Iteration 18Q: 3 clusters Score -1.847423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 171795 members 
Entering Unmasked Estep 
Score: -18474230.000000 Penalty: 3918.067627
	Iteration 19Q: 3 clusters Score -1.847423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 171799 members 
Entering Unmasked Estep 
Score: -18474238.000000 Penalty: 3918.067627
	Iteration 20F: 3 clusters Score -1.847424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 171796 members 
Entering Unmasked Estep 
Score: -18474254.000000 Penalty: 3918.067627
	Iteration 21Q: 3 clusters Score -1.847425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 171799 members 
Entering Unmasked Estep 
Score: -18474258.000000 Penalty: 3918.067627
	Iteration 22Q: 3 clusters Score -1.847426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 171800 members 
Entering Unmasked Estep 
Score: -18474256.000000 Penalty: 3918.067627
	Iteration 23Q: 3 clusters Score -1.847426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 171798 members 
Entering Unmasked Estep 
Score: -18474250.000000 Penalty: 3918.067627
	Iteration 24Q: 3 clusters Score -1.847425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 171798 members 
Entering Unmasked Estep 
Score: -18474252.000000 Penalty: 3918.067627
	Iteration 25Q: 3 clusters Score -1.847425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 171799 members 
Entering Unmasked Estep 
Score: -18474244.000000 Penalty: 3918.067627
	Iteration 26Q: 3 clusters Score -1.847424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 171799 members 
Entering Unmasked Estep 
Score: -18474244.000000 Penalty: 3918.067627
	Iteration 27F: 3 clusters Score -1.847424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Entering Unmasked Estep 
Score: -3103422.250000 Penalty: 1669.975708
	Iteration 0F: 2 clusters Score -3103422 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 14370 members 
Entering Unmasked Estep 
Score: -3083702.250000 Penalty: 3339.951416
	Iteration 0F: 3 clusters Score -3083702 nChanged 13404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -3091349.750000 Penalty: 3339.951416
	Iteration 1F: 3 clusters Score -3091350 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -3091997.750000 Penalty: 3339.951416
	Iteration 2Q: 3 clusters Score -3091998 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -3092794.250000 Penalty: 3339.951416
	Iteration 3Q: 3 clusters Score -3092794 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -3093824.250000 Penalty: 3339.951416
	Iteration 4F: 3 clusters Score -3093824 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -3094969.250000 Penalty: 3339.951416
	Iteration 5F: 3 clusters Score -3094969 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -3096117.250000 Penalty: 3339.951416
	Iteration 6F: 3 clusters Score -3096117 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -3097270.250000 Penalty: 3339.951416
	Iteration 7F: 3 clusters Score -3097270 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -3098312.250000 Penalty: 3339.951416
	Iteration 8Q: 3 clusters Score -3098312 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -3099145.500000 Penalty: 3339.951416
	Iteration 9Q: 3 clusters Score -3099146 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -3099754.250000 Penalty: 3339.951416
	Iteration 10Q: 3 clusters Score -3099754 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -3100194.250000 Penalty: 3339.951416
	Iteration 11Q: 3 clusters Score -3100194 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -3100532.000000 Penalty: 3339.951416
	Iteration 12Q: 3 clusters Score -3100532 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3100817.000000 Penalty: 3339.951416
	Iteration 13Q: 3 clusters Score -3100817 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -3101074.750000 Penalty: 3339.951416
	Iteration 14Q: 3 clusters Score -3101075 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3101281.000000 Penalty: 3339.951416
	Iteration 15Q: 3 clusters Score -3101281 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3101428.750000 Penalty: 3339.951416
	Iteration 16Q: 3 clusters Score -3101429 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3101560.750000 Penalty: 3339.951416
	Iteration 17Q: 3 clusters Score -3101561 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3101660.500000 Penalty: 3339.951416
	Iteration 18Q: 3 clusters Score -3101660 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3101742.500000 Penalty: 3339.951416
	Iteration 19Q: 3 clusters Score -3101742 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3101817.250000 Penalty: 3339.951416
	Iteration 20F: 3 clusters Score -3101817 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3101870.750000 Penalty: 3339.951416
	Iteration 21Q: 3 clusters Score -3101871 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3101915.500000 Penalty: 3339.951416
	Iteration 22Q: 3 clusters Score -3101916 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3101962.750000 Penalty: 3339.951416
	Iteration 23Q: 3 clusters Score -3101963 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3101993.000000 Penalty: 3339.951416
	Iteration 24Q: 3 clusters Score -3101993 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3102004.250000 Penalty: 3339.951416
	Iteration 25Q: 3 clusters Score -3102004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3102019.500000 Penalty: 3339.951416
	Iteration 26Q: 3 clusters Score -3102020 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3102036.500000 Penalty: 3339.951416
	Iteration 27Q: 3 clusters Score -3102036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3102051.000000 Penalty: 3339.951416
	Iteration 28Q: 3 clusters Score -3102051 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3102062.000000 Penalty: 3339.951416
	Iteration 29Q: 3 clusters Score -3102062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3102080.000000 Penalty: 3339.951416
	Iteration 30Q: 3 clusters Score -3102080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3102092.250000 Penalty: 3339.951416
	Iteration 31Q: 3 clusters Score -3102092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3102097.750000 Penalty: 3339.951416
	Iteration 32Q: 3 clusters Score -3102098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3102102.500000 Penalty: 3339.951416
	Iteration 33Q: 3 clusters Score -3102102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3102106.250000 Penalty: 3339.951416
	Iteration 34Q: 3 clusters Score -3102106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3102110.000000 Penalty: 3339.951416
	Iteration 35Q: 3 clusters Score -3102110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3102116.250000 Penalty: 3339.951416
	Iteration 36Q: 3 clusters Score -3102116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3102118.250000 Penalty: 3339.951416
	Iteration 37Q: 3 clusters Score -3102118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3102121.500000 Penalty: 3339.951416
	Iteration 38Q: 3 clusters Score -3102122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3102125.500000 Penalty: 3339.951416
	Iteration 39Q: 3 clusters Score -3102126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3102127.000000 Penalty: 3339.951416
	Iteration 40F: 3 clusters Score -3102127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3102126.500000 Penalty: 3339.951416
	Iteration 41Q: 3 clusters Score -3102126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3102129.250000 Penalty: 3339.951416
	Iteration 42Q: 3 clusters Score -3102129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3102133.000000 Penalty: 3339.951416
	Iteration 43Q: 3 clusters Score -3102133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3102135.750000 Penalty: 3339.951416
	Iteration 44Q: 3 clusters Score -3102136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3102132.750000 Penalty: 3339.951416
	Iteration 45Q: 3 clusters Score -3102133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3102133.750000 Penalty: 3339.951416
	Iteration 46Q: 3 clusters Score -3102134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3102130.000000 Penalty: 3339.951416
	Iteration 47Q: 3 clusters Score -3102130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3102130.250000 Penalty: 3339.951416
	Iteration 48Q: 3 clusters Score -3102130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3102130.250000 Penalty: 3339.951416
	Iteration 49F: 3 clusters Score -3102130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Entering Unmasked Estep 
Score: -2561466.250000 Penalty: 1639.538696
	Iteration 0F: 2 clusters Score -2561466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2545185.000000 Penalty: 3279.077393
	Iteration 0F: 3 clusters Score -2545185 nChanged 10941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2551104.000000 Penalty: 3279.077393
	Iteration 1F: 3 clusters Score -2551104 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2551346.500000 Penalty: 3279.077393
	Iteration 2Q: 3 clusters Score -2551346 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2551574.250000 Penalty: 3279.077393
	Iteration 3Q: 3 clusters Score -2551574 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2551776.000000 Penalty: 3279.077393
	Iteration 4Q: 3 clusters Score -2551776 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2551956.750000 Penalty: 3279.077393
	Iteration 5Q: 3 clusters Score -2551957 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2552152.500000 Penalty: 3279.077393
	Iteration 6Q: 3 clusters Score -2552152 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2552371.500000 Penalty: 3279.077393
	Iteration 7Q: 3 clusters Score -2552372 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2552592.500000 Penalty: 3279.077393
	Iteration 8Q: 3 clusters Score -2552592 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2552912.000000 Penalty: 3279.077393
	Iteration 9Q: 3 clusters Score -2552912 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2553312.500000 Penalty: 3279.077393
	Iteration 10Q: 3 clusters Score -2553312 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2553898.250000 Penalty: 3279.077393
	Iteration 11Q: 3 clusters Score -2553898 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2554605.500000 Penalty: 3279.077393
	Iteration 12Q: 3 clusters Score -2554606 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2555350.500000 Penalty: 3279.077393
	Iteration 13Q: 3 clusters Score -2555350 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2555807.500000 Penalty: 3279.077393
	Iteration 14Q: 3 clusters Score -2555808 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2556023.250000 Penalty: 3279.077393
	Iteration 15Q: 3 clusters Score -2556023 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2556133.250000 Penalty: 3279.077393
	Iteration 16Q: 3 clusters Score -2556133 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2556174.000000 Penalty: 3279.077393
	Iteration 17Q: 3 clusters Score -2556174 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2556195.750000 Penalty: 3279.077393
	Iteration 18Q: 3 clusters Score -2556196 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2556219.000000 Penalty: 3279.077393
	Iteration 19Q: 3 clusters Score -2556219 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2556245.250000 Penalty: 3279.077393
	Iteration 20F: 3 clusters Score -2556245 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2556263.000000 Penalty: 3279.077393
	Iteration 21Q: 3 clusters Score -2556263 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2556270.750000 Penalty: 3279.077393
	Iteration 22Q: 3 clusters Score -2556271 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2556285.500000 Penalty: 3279.077393
	Iteration 23Q: 3 clusters Score -2556286 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2556296.750000 Penalty: 3279.077393
	Iteration 24Q: 3 clusters Score -2556297 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2556299.250000 Penalty: 3279.077393
	Iteration 25Q: 3 clusters Score -2556299 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2556311.500000 Penalty: 3279.077393
	Iteration 26Q: 3 clusters Score -2556312 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2556319.500000 Penalty: 3279.077393
	Iteration 27Q: 3 clusters Score -2556320 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2556339.500000 Penalty: 3279.077393
	Iteration 28Q: 3 clusters Score -2556340 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2556348.250000 Penalty: 3279.077393
	Iteration 29Q: 3 clusters Score -2556348 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2556359.000000 Penalty: 3279.077393
	Iteration 30Q: 3 clusters Score -2556359 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2556382.250000 Penalty: 3279.077393
	Iteration 31Q: 3 clusters Score -2556382 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2556383.500000 Penalty: 3279.077393
	Iteration 32Q: 3 clusters Score -2556384 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2556390.250000 Penalty: 3279.077393
	Iteration 33Q: 3 clusters Score -2556390 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2556407.500000 Penalty: 3279.077393
	Iteration 34Q: 3 clusters Score -2556408 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2556413.250000 Penalty: 3279.077393
	Iteration 35Q: 3 clusters Score -2556413 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2556437.250000 Penalty: 3279.077393
	Iteration 36Q: 3 clusters Score -2556437 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2556450.250000 Penalty: 3279.077393
	Iteration 37Q: 3 clusters Score -2556450 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2556466.750000 Penalty: 3279.077393
	Iteration 38Q: 3 clusters Score -2556467 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2556483.250000 Penalty: 3279.077393
	Iteration 39Q: 3 clusters Score -2556483 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2556504.250000 Penalty: 3279.077393
	Iteration 40F: 3 clusters Score -2556504 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2556525.000000 Penalty: 3279.077393
	Iteration 41Q: 3 clusters Score -2556525 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2556544.250000 Penalty: 3279.077393
	Iteration 42Q: 3 clusters Score -2556544 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2556575.500000 Penalty: 3279.077393
	Iteration 43Q: 3 clusters Score -2556576 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2556598.500000 Penalty: 3279.077393
	Iteration 44Q: 3 clusters Score -2556598 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2556613.750000 Penalty: 3279.077393
	Iteration 45Q: 3 clusters Score -2556614 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2556624.250000 Penalty: 3279.077393
	Iteration 46Q: 3 clusters Score -2556624 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2556661.000000 Penalty: 3279.077393
	Iteration 47Q: 3 clusters Score -2556661 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2556675.250000 Penalty: 3279.077393
	Iteration 48Q: 3 clusters Score -2556675 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2556705.000000 Penalty: 3279.077393
	Iteration 49Q: 3 clusters Score -2556705 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2556736.250000 Penalty: 3279.077393
	Iteration 50Q: 3 clusters Score -2556736 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2556762.500000 Penalty: 3279.077393
	Iteration 51Q: 3 clusters Score -2556762 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2556796.250000 Penalty: 3279.077393
	Iteration 52Q: 3 clusters Score -2556796 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2556815.250000 Penalty: 3279.077393
	Iteration 53Q: 3 clusters Score -2556815 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2556836.250000 Penalty: 3279.077393
	Iteration 54Q: 3 clusters Score -2556836 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2556862.500000 Penalty: 3279.077393
	Iteration 55Q: 3 clusters Score -2556862 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2556883.000000 Penalty: 3279.077393
	Iteration 56Q: 3 clusters Score -2556883 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2556923.250000 Penalty: 3279.077393
	Iteration 57Q: 3 clusters Score -2556923 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2556947.500000 Penalty: 3279.077393
	Iteration 58Q: 3 clusters Score -2556948 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2556971.750000 Penalty: 3279.077393
	Iteration 59Q: 3 clusters Score -2556972 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -2557013.500000 Penalty: 3279.077393
	Iteration 60F: 3 clusters Score -2557014 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2557050.500000 Penalty: 3279.077393
	Iteration 61Q: 3 clusters Score -2557050 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2557093.500000 Penalty: 3279.077393
	Iteration 62Q: 3 clusters Score -2557094 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2557150.750000 Penalty: 3279.077393
	Iteration 63Q: 3 clusters Score -2557151 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2557197.500000 Penalty: 3279.077393
	Iteration 64Q: 3 clusters Score -2557198 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2557258.500000 Penalty: 3279.077393
	Iteration 65Q: 3 clusters Score -2557258 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2557303.500000 Penalty: 3279.077393
	Iteration 66Q: 3 clusters Score -2557304 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2557353.500000 Penalty: 3279.077393
	Iteration 67Q: 3 clusters Score -2557354 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2557398.750000 Penalty: 3279.077393
	Iteration 68Q: 3 clusters Score -2557399 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2557461.750000 Penalty: 3279.077393
	Iteration 69Q: 3 clusters Score -2557462 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2557534.000000 Penalty: 3279.077393
	Iteration 70Q: 3 clusters Score -2557534 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2557613.500000 Penalty: 3279.077393
	Iteration 71Q: 3 clusters Score -2557614 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2557711.000000 Penalty: 3279.077393
	Iteration 72Q: 3 clusters Score -2557711 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2557790.250000 Penalty: 3279.077393
	Iteration 73Q: 3 clusters Score -2557790 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2557882.500000 Penalty: 3279.077393
	Iteration 74Q: 3 clusters Score -2557882 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -2557971.500000 Penalty: 3279.077393
	Iteration 75Q: 3 clusters Score -2557972 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -2558041.000000 Penalty: 3279.077393
	Iteration 76Q: 3 clusters Score -2558041 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -2558124.750000 Penalty: 3279.077393
	Iteration 77Q: 3 clusters Score -2558125 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2558250.750000 Penalty: 3279.077393
	Iteration 78Q: 3 clusters Score -2558251 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2558384.750000 Penalty: 3279.077393
	Iteration 79Q: 3 clusters Score -2558385 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -2558526.500000 Penalty: 3279.077393
	Iteration 80F: 3 clusters Score -2558526 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2558724.000000 Penalty: 3279.077393
	Iteration 81Q: 3 clusters Score -2558724 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -2558890.750000 Penalty: 3279.077393
	Iteration 82Q: 3 clusters Score -2558891 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -2559082.000000 Penalty: 3279.077393
	Iteration 83Q: 3 clusters Score -2559082 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -2559230.750000 Penalty: 3279.077393
	Iteration 84Q: 3 clusters Score -2559231 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -2559371.250000 Penalty: 3279.077393
	Iteration 85Q: 3 clusters Score -2559371 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -2559493.000000 Penalty: 3279.077393
	Iteration 86Q: 3 clusters Score -2559493 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -2559612.000000 Penalty: 3279.077393
	Iteration 87Q: 3 clusters Score -2559612 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -2559694.000000 Penalty: 3279.077393
	Iteration 88Q: 3 clusters Score -2559694 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -2559767.750000 Penalty: 3279.077393
	Iteration 89Q: 3 clusters Score -2559768 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -2559838.000000 Penalty: 3279.077393
	Iteration 90Q: 3 clusters Score -2559838 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -2559884.000000 Penalty: 3279.077393
	Iteration 91Q: 3 clusters Score -2559884 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -2559923.750000 Penalty: 3279.077393
	Iteration 92Q: 3 clusters Score -2559924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -2559956.250000 Penalty: 3279.077393
	Iteration 93Q: 3 clusters Score -2559956 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -2559986.750000 Penalty: 3279.077393
	Iteration 94Q: 3 clusters Score -2559987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -2560007.250000 Penalty: 3279.077393
	Iteration 95Q: 3 clusters Score -2560007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -2560021.250000 Penalty: 3279.077393
	Iteration 96Q: 3 clusters Score -2560021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -2560047.500000 Penalty: 3279.077393
	Iteration 97Q: 3 clusters Score -2560048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -2560057.250000 Penalty: 3279.077393
	Iteration 98Q: 3 clusters Score -2560057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -2560071.000000 Penalty: 3279.077393
	Iteration 99Q: 3 clusters Score -2560071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -2560077.500000 Penalty: 3279.077393
	Iteration 100F: 3 clusters Score -2560078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -2560078.750000 Penalty: 3279.077393
	Iteration 101Q: 3 clusters Score -2560079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -2560086.750000 Penalty: 3279.077393
	Iteration 102Q: 3 clusters Score -2560087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -2560090.000000 Penalty: 3279.077393
	Iteration 103Q: 3 clusters Score -2560090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -2560091.750000 Penalty: 3279.077393
	Iteration 104Q: 3 clusters Score -2560092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -2560091.750000 Penalty: 3279.077393
	Iteration 105F: 3 clusters Score -2560092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Entering Unmasked Estep 
Score: -1280351.500000 Penalty: 1528.192383
	Iteration 0F: 2 clusters Score -1280352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1271790.500000 Penalty: 3056.384766
	Iteration 0F: 3 clusters Score -1271790 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1274659.625000 Penalty: 3056.384766
	Iteration 1F: 3 clusters Score -1274660 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1275052.125000 Penalty: 3056.384766
	Iteration 2F: 3 clusters Score -1275052 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1275456.625000 Penalty: 3056.384766
	Iteration 3F: 3 clusters Score -1275457 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1275916.125000 Penalty: 3056.384766
	Iteration 4F: 3 clusters Score -1275916 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1276481.000000 Penalty: 3056.384766
	Iteration 5F: 3 clusters Score -1276481 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1277164.875000 Penalty: 3056.384766
	Iteration 6F: 3 clusters Score -1277165 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1277802.375000 Penalty: 3056.384766
	Iteration 7F: 3 clusters Score -1277802 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1278220.625000 Penalty: 3056.384766
	Iteration 8Q: 3 clusters Score -1278221 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1278496.125000 Penalty: 3056.384766
	Iteration 9Q: 3 clusters Score -1278496 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1278693.875000 Penalty: 3056.384766
	Iteration 10Q: 3 clusters Score -1278694 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1278839.875000 Penalty: 3056.384766
	Iteration 11Q: 3 clusters Score -1278840 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1278930.500000 Penalty: 3056.384766
	Iteration 12Q: 3 clusters Score -1278930 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1278990.625000 Penalty: 3056.384766
	Iteration 13Q: 3 clusters Score -1278991 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1279036.875000 Penalty: 3056.384766
	Iteration 14Q: 3 clusters Score -1279037 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1279060.500000 Penalty: 3056.384766
	Iteration 15Q: 3 clusters Score -1279060 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1279081.375000 Penalty: 3056.384766
	Iteration 16Q: 3 clusters Score -1279081 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1279100.625000 Penalty: 3056.384766
	Iteration 17Q: 3 clusters Score -1279101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1279116.250000 Penalty: 3056.384766
	Iteration 18Q: 3 clusters Score -1279116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1279119.000000 Penalty: 3056.384766
	Iteration 19Q: 3 clusters Score -1279119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1279120.625000 Penalty: 3056.384766
	Iteration 20F: 3 clusters Score -1279121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1279124.375000 Penalty: 3056.384766
	Iteration 21Q: 3 clusters Score -1279124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1279129.500000 Penalty: 3056.384766
	Iteration 22Q: 3 clusters Score -1279130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1279132.250000 Penalty: 3056.384766
	Iteration 23Q: 3 clusters Score -1279132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1279131.875000 Penalty: 3056.384766
	Iteration 24Q: 3 clusters Score -1279132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1279132.250000 Penalty: 3056.384766
	Iteration 25Q: 3 clusters Score -1279132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1279132.250000 Penalty: 3056.384766
	Iteration 26F: 3 clusters Score -1279132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -24262.068359 Penalty: 922.472534
	Iteration 0F: 2 clusters Score -24262.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23512.283203 Penalty: 1844.945068
	Iteration 0F: 3 clusters Score -23512.28 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23664.128906 Penalty: 1844.945068
	Iteration 1F: 3 clusters Score -23664.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23788.187500 Penalty: 1844.945068
	Iteration 2F: 3 clusters Score -23788.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24006.634766 Penalty: 1844.945068
	Iteration 3F: 3 clusters Score -24006.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24170.607422 Penalty: 1844.945068
	Iteration 4F: 3 clusters Score -24170.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24348.609375 Penalty: 1844.945068
	Iteration 5Q: 3 clusters Score -24348.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24442.578125 Penalty: 1844.945068
	Iteration 6Q: 3 clusters Score -24442.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24462.695312 Penalty: 1844.945068
	Iteration 7Q: 3 clusters Score -24462.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24497.476562 Penalty: 1844.945068
	Iteration 8Q: 3 clusters Score -24497.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24513.052734 Penalty: 1844.945068
	Iteration 9Q: 3 clusters Score -24513.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -24577.593750 Penalty: 1844.945068
	Iteration 10Q: 3 clusters Score -24577.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24581.957031 Penalty: 1844.945068
	Iteration 11Q: 3 clusters Score -24581.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24594.802734 Penalty: 1844.945068
	Iteration 12F: 3 clusters Score -24594.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24675.273438 Penalty: 1844.945068
	Iteration 13Q: 3 clusters Score -24675.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24688.445312 Penalty: 1844.945068
	Iteration 14Q: 3 clusters Score -24688.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24698.263672 Penalty: 1844.945068
	Iteration 15Q: 3 clusters Score -24698.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24766.267578 Penalty: 1844.945068
	Iteration 16Q: 3 clusters Score -24766.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24820.310547 Penalty: 1844.945068
	Iteration 17Q: 3 clusters Score -24820.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -24844.857422 Penalty: 1844.945068
	Iteration 18Q: 3 clusters Score -24844.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -24847.404297 Penalty: 1844.945068
	Iteration 19Q: 3 clusters Score -24847.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -24847.404297 Penalty: 1844.945068
	Iteration 20F: 3 clusters Score -24847.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 21328 members 
Mstep: Class 3 contains 172059 members 
Mstep: Class 4 contains 29050 members 
Mstep: Class 5 contains 24088 members 
Mstep: Class 6 contains 12140 members 
Mstep: Class 7 contains 90 members 
Mstep: Class 8 contains 2371 members 
Mstep: Class 9 contains 5807 members 
Mstep: Class 10 contains 3635 members 
Mstep: Class 11 contains 32369 members 
Mstep: Class 12 contains 13067 members 
Mstep: Class 13 contains 42758 members 
Mstep: Class 14 contains 18353 members 
Mstep: Class 15 contains 2535 members 
Mstep: Class 16 contains 127623 members 
Mstep: Class 17 contains 17506 members 
Mstep: Class 18 contains 20573 members 
Mstep: Class 19 contains 3370 members 
Mstep: Class 20 contains 5432 members 
Mstep: Class 21 contains 3166 members 
Mstep: Class 22 contains 19963 members 
Mstep: Class 23 contains 29225 members 
Mstep: Class 24 contains 116 members 
Mstep: Class 25 contains 4312 members 
Mstep: Class 26 contains 10758 members 
Mstep: Class 27 contains 4180 members 
Mstep: Class 28 contains 945 members 
Mstep: Class 29 contains 2825 members 
Mstep: Class 30 contains 3334 members 
Mstep: Class 31 contains 1263 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 202 members 
Entering Unmasked Estep 
Score: -65957796.000000 Penalty: 71703.882812
Splitting cluster 7 changes total score from -65958504.000000 to -65957796.000000
So it's not getting split.
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: -211648.687500 Penalty: 1262.798462
	Iteration 0F: 2 clusters Score -211648.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -209385.421875 Penalty: 2525.596924
	Iteration 0F: 3 clusters Score -209385.4 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -209995.218750 Penalty: 2525.596924
	Iteration 1F: 3 clusters Score -209995.2 nChanged 221
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: -210187.625000 Penalty: 2525.596924
	Iteration 2F: 3 clusters Score -210187.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -210342.625000 Penalty: 2525.596924
	Iteration 3F: 3 clusters Score -210342.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -210459.421875 Penalty: 2525.596924
	Iteration 4F: 3 clusters Score -210459.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -210536.093750 Penalty: 2525.596924
	Iteration 5Q: 3 clusters Score -210536.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -210599.578125 Penalty: 2525.596924
	Iteration 6Q: 3 clusters Score -210599.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -210683.515625 Penalty: 2525.596924
	Iteration 7Q: 3 clusters Score -210683.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -210776.171875 Penalty: 2525.596924
	Iteration 8Q: 3 clusters Score -210776.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -210902.359375 Penalty: 2525.596924
	Iteration 9Q: 3 clusters Score -210902.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -210976.625000 Penalty: 2525.596924
	Iteration 10Q: 3 clusters Score -210976.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -211043.078125 Penalty: 2525.596924
	Iteration 11Q: 3 clusters Score -211043.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -211097.968750 Penalty: 2525.596924
	Iteration 12Q: 3 clusters Score -211098 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -211124.031250 Penalty: 2525.596924
	Iteration 13Q: 3 clusters Score -211124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -211140.406250 Penalty: 2525.596924
	Iteration 14Q: 3 clusters Score -211140.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -211160.031250 Penalty: 2525.596924
	Iteration 15Q: 3 clusters Score -211160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -211175.156250 Penalty: 2525.596924
	Iteration 16Q: 3 clusters Score -211175.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -211189.687500 Penalty: 2525.596924
	Iteration 17Q: 3 clusters Score -211189.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -211202.859375 Penalty: 2525.596924
	Iteration 18Q: 3 clusters Score -211202.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -211215.156250 Penalty: 2525.596924
	Iteration 19Q: 3 clusters Score -211215.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -211228.359375 Penalty: 2525.596924
	Iteration 20F: 3 clusters Score -211228.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -211238.390625 Penalty: 2525.596924
	Iteration 21Q: 3 clusters Score -211238.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -211252.515625 Penalty: 2525.596924
	Iteration 22Q: 3 clusters Score -211252.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -211268.843750 Penalty: 2525.596924
	Iteration 23Q: 3 clusters Score -211268.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -211278.531250 Penalty: 2525.596924
	Iteration 24Q: 3 clusters Score -211278.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -211289.312500 Penalty: 2525.596924
	Iteration 25Q: 3 clusters Score -211289.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -211298.218750 Penalty: 2525.596924
	Iteration 26Q: 3 clusters Score -211298.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -211311.000000 Penalty: 2525.596924
	Iteration 27Q: 3 clusters Score -211311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -211331.125000 Penalty: 2525.596924
	Iteration 28Q: 3 clusters Score -211331.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -211345.578125 Penalty: 2525.596924
	Iteration 29Q: 3 clusters Score -211345.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -211353.750000 Penalty: 2525.596924
	Iteration 30Q: 3 clusters Score -211353.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -211363.453125 Penalty: 2525.596924
	Iteration 31Q: 3 clusters Score -211363.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -211372.468750 Penalty: 2525.596924
	Iteration 32Q: 3 clusters Score -211372.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -211376.484375 Penalty: 2525.596924
	Iteration 33Q: 3 clusters Score -211376.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -211380.109375 Penalty: 2525.596924
	Iteration 34Q: 3 clusters Score -211380.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -211380.609375 Penalty: 2525.596924
	Iteration 35Q: 3 clusters Score -211380.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -211382.250000 Penalty: 2525.596924
	Iteration 36Q: 3 clusters Score -211382.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -211383.515625 Penalty: 2525.596924
	Iteration 37Q: 3 clusters Score -211383.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -211384.328125 Penalty: 2525.596924
	Iteration 38Q: 3 clusters Score -211384.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -211384.328125 Penalty: 2525.596924
	Iteration 39F: 3 clusters Score -211384.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Entering Unmasked Estep 
Score: -607784.062500 Penalty: 1408.358154
	Iteration 0F: 2 clusters Score -607784.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -603266.125000 Penalty: 2816.716309
	Iteration 0F: 3 clusters Score -603266.1 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -604553.812500 Penalty: 2816.716309
	Iteration 1F: 3 clusters Score -604553.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -604835.125000 Penalty: 2816.716309
	Iteration 2F: 3 clusters Score -604835.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -605074.000000 Penalty: 2816.716309
	Iteration 3F: 3 clusters Score -605074 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -605319.250000 Penalty: 2816.716309
	Iteration 4F: 3 clusters Score -605319.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -605601.812500 Penalty: 2816.716309
	Iteration 5F: 3 clusters Score -605601.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -605888.687500 Penalty: 2816.716309
	Iteration 6F: 3 clusters Score -605888.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -606160.437500 Penalty: 2816.716309
	Iteration 7F: 3 clusters Score -606160.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -606397.875000 Penalty: 2816.716309
	Iteration 8F: 3 clusters Score -606397.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -606556.875000 Penalty: 2816.716309
	Iteration 9Q: 3 clusters Score -606556.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -606648.125000 Penalty: 2816.716309
	Iteration 10Q: 3 clusters Score -606648.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -606700.562500 Penalty: 2816.716309
	Iteration 11Q: 3 clusters Score -606700.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -606738.125000 Penalty: 2816.716309
	Iteration 12Q: 3 clusters Score -606738.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -606760.000000 Penalty: 2816.716309
	Iteration 13Q: 3 clusters Score -606760 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -606780.812500 Penalty: 2816.716309
	Iteration 14Q: 3 clusters Score -606780.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -606797.125000 Penalty: 2816.716309
	Iteration 15Q: 3 clusters Score -606797.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -606815.687500 Penalty: 2816.716309
	Iteration 16Q: 3 clusters Score -606815.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -606832.187500 Penalty: 2816.716309
	Iteration 17Q: 3 clusters Score -606832.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -606847.375000 Penalty: 2816.716309
	Iteration 18Q: 3 clusters Score -606847.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -606856.250000 Penalty: 2816.716309
	Iteration 19Q: 3 clusters Score -606856.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -606868.000000 Penalty: 2816.716309
	Iteration 20F: 3 clusters Score -606868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -606877.437500 Penalty: 2816.716309
	Iteration 21Q: 3 clusters Score -606877.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -606887.812500 Penalty: 2816.716309
	Iteration 22Q: 3 clusters Score -606887.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -606904.687500 Penalty: 2816.716309
	Iteration 23Q: 3 clusters Score -606904.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -606913.500000 Penalty: 2816.716309
	Iteration 24Q: 3 clusters Score -606913.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -606922.000000 Penalty: 2816.716309
	Iteration 25Q: 3 clusters Score -606922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -606927.125000 Penalty: 2816.716309
	Iteration 26Q: 3 clusters Score -606927.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -606930.625000 Penalty: 2816.716309
	Iteration 27Q: 3 clusters Score -606930.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -606936.875000 Penalty: 2816.716309
	Iteration 28Q: 3 clusters Score -606936.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -606939.375000 Penalty: 2816.716309
	Iteration 29Q: 3 clusters Score -606939.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -606942.875000 Penalty: 2816.716309
	Iteration 30Q: 3 clusters Score -606942.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -606946.250000 Penalty: 2816.716309
	Iteration 31Q: 3 clusters Score -606946.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -606949.687500 Penalty: 2816.716309
	Iteration 32Q: 3 clusters Score -606949.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -606955.750000 Penalty: 2816.716309
	Iteration 33Q: 3 clusters Score -606955.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -606961.812500 Penalty: 2816.716309
	Iteration 34Q: 3 clusters Score -606961.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -606974.812500 Penalty: 2816.716309
	Iteration 35Q: 3 clusters Score -606974.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -606992.750000 Penalty: 2816.716309
	Iteration 36Q: 3 clusters Score -606992.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -607016.062500 Penalty: 2816.716309
	Iteration 37Q: 3 clusters Score -607016.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -607051.375000 Penalty: 2816.716309
	Iteration 38Q: 3 clusters Score -607051.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -607092.000000 Penalty: 2816.716309
	Iteration 39Q: 3 clusters Score -607092 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -607134.562500 Penalty: 2816.716309
	Iteration 40F: 3 clusters Score -607134.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -607188.500000 Penalty: 2816.716309
	Iteration 41Q: 3 clusters Score -607188.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -607221.437500 Penalty: 2816.716309
	Iteration 42Q: 3 clusters Score -607221.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -607252.687500 Penalty: 2816.716309
	Iteration 43Q: 3 clusters Score -607252.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -607285.687500 Penalty: 2816.716309
	Iteration 44Q: 3 clusters Score -607285.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -607314.937500 Penalty: 2816.716309
	Iteration 45Q: 3 clusters Score -607314.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -607345.875000 Penalty: 2816.716309
	Iteration 46Q: 3 clusters Score -607345.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -607386.000000 Penalty: 2816.716309
	Iteration 47Q: 3 clusters Score -607386 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -607448.937500 Penalty: 2816.716309
	Iteration 48Q: 3 clusters Score -607448.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -607521.375000 Penalty: 2816.716309
	Iteration 49Q: 3 clusters Score -607521.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -607592.625000 Penalty: 2816.716309
	Iteration 50Q: 3 clusters Score -607592.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -607670.125000 Penalty: 2816.716309
	Iteration 51Q: 3 clusters Score -607670.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -607741.375000 Penalty: 2816.716309
	Iteration 52Q: 3 clusters Score -607741.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -607814.937500 Penalty: 2816.716309
	Iteration 53Q: 3 clusters Score -607814.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -607879.750000 Penalty: 2816.716309
	Iteration 54Q: 3 clusters Score -607879.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -607914.437500 Penalty: 2816.716309
	Iteration 55Q: 3 clusters Score -607914.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -607925.687500 Penalty: 2816.716309
	Iteration 56Q: 3 clusters Score -607925.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -607931.062500 Penalty: 2816.716309
	Iteration 57Q: 3 clusters Score -607931.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -607933.812500 Penalty: 2816.716309
	Iteration 58Q: 3 clusters Score -607933.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -607933.312500 Penalty: 2816.716309
	Iteration 59Q: 3 clusters Score -607933.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -607933.312500 Penalty: 2816.716309
	Iteration 60F: 3 clusters Score -607933.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 21328 members 
Mstep: Class 3 contains 172059 members 
Mstep: Class 4 contains 29050 members 
Mstep: Class 5 contains 24088 members 
Mstep: Class 6 contains 12140 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 2371 members 
Mstep: Class 9 contains 2302 members 
Mstep: Class 10 contains 3635 members 
Mstep: Class 11 contains 32369 members 
Mstep: Class 12 contains 13067 members 
Mstep: Class 13 contains 42758 members 
Mstep: Class 14 contains 18353 members 
Mstep: Class 15 contains 2535 members 
Mstep: Class 16 contains 127623 members 
Mstep: Class 17 contains 17506 members 
Mstep: Class 18 contains 20573 members 
Mstep: Class 19 contains 3370 members 
Mstep: Class 20 contains 5432 members 
Mstep: Class 21 contains 3166 members 
Mstep: Class 22 contains 19963 members 
Mstep: Class 23 contains 29225 members 
Mstep: Class 24 contains 116 members 
Mstep: Class 25 contains 4312 members 
Mstep: Class 26 contains 10758 members 
Mstep: Class 27 contains 4180 members 
Mstep: Class 28 contains 945 members 
Mstep: Class 29 contains 2825 members 
Mstep: Class 30 contains 3334 members 
Mstep: Class 31 contains 1263 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 3505 members 
Entering Unmasked Estep 
Score: -65957856.000000 Penalty: 71703.882812
Splitting cluster 9 changes total score from -65958504.000000 to -65957856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (3635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Entering Unmasked Estep 
Score: -367013.593750 Penalty: 1332.234131
	Iteration 0F: 2 clusters Score -367013.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -363842.312500 Penalty: 2664.468262
	Iteration 0F: 3 clusters Score -363842.3 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -364704.093750 Penalty: 2664.468262
	Iteration 1F: 3 clusters Score -364704.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -364867.343750 Penalty: 2664.468262
	Iteration 2F: 3 clusters Score -364867.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -364990.000000 Penalty: 2664.468262
	Iteration 3F: 3 clusters Score -364990 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -365075.687500 Penalty: 2664.468262
	Iteration 4Q: 3 clusters Score -365075.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -365149.187500 Penalty: 2664.468262
	Iteration 5Q: 3 clusters Score -365149.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -365222.312500 Penalty: 2664.468262
	Iteration 6Q: 3 clusters Score -365222.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -365304.812500 Penalty: 2664.468262
	Iteration 7Q: 3 clusters Score -365304.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -365395.531250 Penalty: 2664.468262
	Iteration 8Q: 3 clusters Score -365395.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -365509.093750 Penalty: 2664.468262
	Iteration 9Q: 3 clusters Score -365509.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -365611.125000 Penalty: 2664.468262
	Iteration 10Q: 3 clusters Score -365611.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -365709.906250 Penalty: 2664.468262
	Iteration 11Q: 3 clusters Score -365709.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -365836.906250 Penalty: 2664.468262
	Iteration 12Q: 3 clusters Score -365836.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -365960.218750 Penalty: 2664.468262
	Iteration 13Q: 3 clusters Score -365960.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -366063.500000 Penalty: 2664.468262
	Iteration 14Q: 3 clusters Score -366063.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -366120.531250 Penalty: 2664.468262
	Iteration 15Q: 3 clusters Score -366120.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -366150.156250 Penalty: 2664.468262
	Iteration 16Q: 3 clusters Score -366150.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -366175.250000 Penalty: 2664.468262
	Iteration 17Q: 3 clusters Score -366175.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -366202.156250 Penalty: 2664.468262
	Iteration 18Q: 3 clusters Score -366202.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -366220.968750 Penalty: 2664.468262
	Iteration 19Q: 3 clusters Score -366221 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -366235.031250 Penalty: 2664.468262
	Iteration 20F: 3 clusters Score -366235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -366247.250000 Penalty: 2664.468262
	Iteration 21Q: 3 clusters Score -366247.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -366261.656250 Penalty: 2664.468262
	Iteration 22Q: 3 clusters Score -366261.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -366273.125000 Penalty: 2664.468262
	Iteration 23Q: 3 clusters Score -366273.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -366278.812500 Penalty: 2664.468262
	Iteration 24Q: 3 clusters Score -366278.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -366287.812500 Penalty: 2664.468262
	Iteration 25Q: 3 clusters Score -366287.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -366292.875000 Penalty: 2664.468262
	Iteration 26Q: 3 clusters Score -366292.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -366297.093750 Penalty: 2664.468262
	Iteration 27Q: 3 clusters Score -366297.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -366304.000000 Penalty: 2664.468262
	Iteration 28Q: 3 clusters Score -366304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -366307.093750 Penalty: 2664.468262
	Iteration 29Q: 3 clusters Score -366307.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -366311.281250 Penalty: 2664.468262
	Iteration 30Q: 3 clusters Score -366311.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -366314.843750 Penalty: 2664.468262
	Iteration 31Q: 3 clusters Score -366314.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -366321.000000 Penalty: 2664.468262
	Iteration 32Q: 3 clusters Score -366321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -366326.343750 Penalty: 2664.468262
	Iteration 33Q: 3 clusters Score -366326.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -366327.906250 Penalty: 2664.468262
	Iteration 34Q: 3 clusters Score -366327.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -366328.531250 Penalty: 2664.468262
	Iteration 35Q: 3 clusters Score -366328.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -366330.000000 Penalty: 2664.468262
	Iteration 36Q: 3 clusters Score -366330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -366331.187500 Penalty: 2664.468262
	Iteration 37Q: 3 clusters Score -366331.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -366332.218750 Penalty: 2664.468262
	Iteration 38Q: 3 clusters Score -366332.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -366334.750000 Penalty: 2664.468262
	Iteration 39Q: 3 clusters Score -366334.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -366338.250000 Penalty: 2664.468262
	Iteration 40F: 3 clusters Score -366338.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -366340.906250 Penalty: 2664.468262
	Iteration 41Q: 3 clusters Score -366340.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -366345.156250 Penalty: 2664.468262
	Iteration 42Q: 3 clusters Score -366345.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -366348.593750 Penalty: 2664.468262
	Iteration 43Q: 3 clusters Score -366348.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -366349.125000 Penalty: 2664.468262
	Iteration 44Q: 3 clusters Score -366349.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -366349.781250 Penalty: 2664.468262
	Iteration 45Q: 3 clusters Score -366349.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -366349.781250 Penalty: 2664.468262
	Iteration 46F: 3 clusters Score -366349.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Entering Unmasked Estep 
Score: -3434419.750000 Penalty: 1687.555420
	Iteration 0F: 2 clusters Score -3434420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -3412713.250000 Penalty: 3375.110840
	Iteration 0F: 3 clusters Score -3412713 nChanged 15015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -3421100.500000 Penalty: 3375.110840
	Iteration 1F: 3 clusters Score -3421100 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -3421515.000000 Penalty: 3375.110840
	Iteration 2Q: 3 clusters Score -3421515 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -3421934.750000 Penalty: 3375.110840
	Iteration 3Q: 3 clusters Score -3421935 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -3422447.250000 Penalty: 3375.110840
	Iteration 4Q: 3 clusters Score -3422447 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -3423177.000000 Penalty: 3375.110840
	Iteration 5Q: 3 clusters Score -3423177 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -3424193.250000 Penalty: 3375.110840
	Iteration 6F: 3 clusters Score -3424193 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -3425685.750000 Penalty: 3375.110840
	Iteration 7F: 3 clusters Score -3425686 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -3427543.250000 Penalty: 3375.110840
	Iteration 8F: 3 clusters Score -3427543 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -3429457.000000 Penalty: 3375.110840
	Iteration 9F: 3 clusters Score -3429457 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3431017.750000 Penalty: 3375.110840
	Iteration 10F: 3 clusters Score -3431018 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3431945.250000 Penalty: 3375.110840
	Iteration 11Q: 3 clusters Score -3431945 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3432425.500000 Penalty: 3375.110840
	Iteration 12Q: 3 clusters Score -3432426 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3432654.000000 Penalty: 3375.110840
	Iteration 13Q: 3 clusters Score -3432654 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3432777.750000 Penalty: 3375.110840
	Iteration 14Q: 3 clusters Score -3432778 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3432835.000000 Penalty: 3375.110840
	Iteration 15Q: 3 clusters Score -3432835 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3432865.000000 Penalty: 3375.110840
	Iteration 16Q: 3 clusters Score -3432865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3432886.000000 Penalty: 3375.110840
	Iteration 17Q: 3 clusters Score -3432886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3432895.750000 Penalty: 3375.110840
	Iteration 18Q: 3 clusters Score -3432896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3432910.000000 Penalty: 3375.110840
	Iteration 19Q: 3 clusters Score -3432910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3432928.250000 Penalty: 3375.110840
	Iteration 20F: 3 clusters Score -3432928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3432936.750000 Penalty: 3375.110840
	Iteration 21Q: 3 clusters Score -3432937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3432945.750000 Penalty: 3375.110840
	Iteration 22Q: 3 clusters Score -3432946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3432954.250000 Penalty: 3375.110840
	Iteration 23Q: 3 clusters Score -3432954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3432951.500000 Penalty: 3375.110840
	Iteration 24Q: 3 clusters Score -3432952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3432951.500000 Penalty: 3375.110840
	Iteration 25F: 3 clusters Score -3432952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Entering Unmasked Estep 
Score: -1354500.375000 Penalty: 1540.149902
	Iteration 0F: 2 clusters Score -1354500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1345278.875000 Penalty: 3080.299805
	Iteration 0F: 3 clusters Score -1345279 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1348682.250000 Penalty: 3080.299805
	Iteration 1F: 3 clusters Score -1348682 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1349198.375000 Penalty: 3080.299805
	Iteration 2F: 3 clusters Score -1349198 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1349846.500000 Penalty: 3080.299805
	Iteration 3F: 3 clusters Score -1349846 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1350572.875000 Penalty: 3080.299805
	Iteration 4F: 3 clusters Score -1350573 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1351287.625000 Penalty: 3080.299805
	Iteration 5F: 3 clusters Score -1351288 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1351862.750000 Penalty: 3080.299805
	Iteration 6F: 3 clusters Score -1351863 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1352325.750000 Penalty: 3080.299805
	Iteration 7Q: 3 clusters Score -1352326 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1352708.750000 Penalty: 3080.299805
	Iteration 8Q: 3 clusters Score -1352709 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1353024.750000 Penalty: 3080.299805
	Iteration 9Q: 3 clusters Score -1353025 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1353300.250000 Penalty: 3080.299805
	Iteration 10Q: 3 clusters Score -1353300 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1353536.375000 Penalty: 3080.299805
	Iteration 11Q: 3 clusters Score -1353536 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1353721.000000 Penalty: 3080.299805
	Iteration 12Q: 3 clusters Score -1353721 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1353839.500000 Penalty: 3080.299805
	Iteration 13Q: 3 clusters Score -1353840 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1353900.375000 Penalty: 3080.299805
	Iteration 14Q: 3 clusters Score -1353900 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1353941.250000 Penalty: 3080.299805
	Iteration 15Q: 3 clusters Score -1353941 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1353963.500000 Penalty: 3080.299805
	Iteration 16Q: 3 clusters Score -1353964 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1353970.000000 Penalty: 3080.299805
	Iteration 17Q: 3 clusters Score -1353970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1353971.000000 Penalty: 3080.299805
	Iteration 18Q: 3 clusters Score -1353971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1353976.625000 Penalty: 3080.299805
	Iteration 19Q: 3 clusters Score -1353977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1353978.375000 Penalty: 3080.299805
	Iteration 20F: 3 clusters Score -1353978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1353978.875000 Penalty: 3080.299805
	Iteration 21Q: 3 clusters Score -1353979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1353979.375000 Penalty: 3080.299805
	Iteration 22Q: 3 clusters Score -1353979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1353977.625000 Penalty: 3080.299805
	Iteration 23Q: 3 clusters Score -1353978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1353978.625000 Penalty: 3080.299805
	Iteration 24Q: 3 clusters Score -1353979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1353978.625000 Penalty: 3080.299805
	Iteration 25F: 3 clusters Score -1353979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Entering Unmasked Estep 
Score: -4225812.000000 Penalty: 1732.788208
	Iteration 0F: 2 clusters Score -4225812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -4197017.000000 Penalty: 3465.576416
	Iteration 0F: 3 clusters Score -4197017 nChanged 19991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -4208563.500000 Penalty: 3465.576416
	Iteration 1F: 3 clusters Score -4208564 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -4209346.000000 Penalty: 3465.576416
	Iteration 2Q: 3 clusters Score -4209346 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -4210287.000000 Penalty: 3465.576416
	Iteration 3Q: 3 clusters Score -4210287 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -4211367.500000 Penalty: 3465.576416
	Iteration 4F: 3 clusters Score -4211368 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -4212594.000000 Penalty: 3465.576416
	Iteration 5F: 3 clusters Score -4212594 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -4214143.500000 Penalty: 3465.576416
	Iteration 6F: 3 clusters Score -4214144 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -4215997.000000 Penalty: 3465.576416
	Iteration 7F: 3 clusters Score -4215997 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -4217866.500000 Penalty: 3465.576416
	Iteration 8F: 3 clusters Score -4217866 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -4219117.500000 Penalty: 3465.576416
	Iteration 9F: 3 clusters Score -4219118 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -4219777.500000 Penalty: 3465.576416
	Iteration 10Q: 3 clusters Score -4219778 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -4220088.500000 Penalty: 3465.576416
	Iteration 11Q: 3 clusters Score -4220088 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -4220305.000000 Penalty: 3465.576416
	Iteration 12Q: 3 clusters Score -4220305 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -4220389.000000 Penalty: 3465.576416
	Iteration 13Q: 3 clusters Score -4220389 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -4220462.000000 Penalty: 3465.576416
	Iteration 14Q: 3 clusters Score -4220462 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -4220497.000000 Penalty: 3465.576416
	Iteration 15Q: 3 clusters Score -4220497 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -4220535.500000 Penalty: 3465.576416
	Iteration 16Q: 3 clusters Score -4220536 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -4220552.000000 Penalty: 3465.576416
	Iteration 17Q: 3 clusters Score -4220552 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4220555 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4220578 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4220606 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4220634 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4220650 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4220660 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4220673 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4220662 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4220690 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4220686 nChanged 80
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Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4220690 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -4220696.000000 Penalty: 3465.576416
	Iteration 29Q: 3 clusters Score -4220696 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -4220706.500000 Penalty: 3465.576416
	Iteration 30Q: 3 clusters Score -4220706 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4220698 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4220697 nChanged 30
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Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4220693 nChanged 23
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Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4220694 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4220698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4220698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -4220704.500000 Penalty: 3465.576416
	Iteration 37Q: 3 clusters Score -4220704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4220700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4220700 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -4220701.500000 Penalty: 3465.576416
	Iteration 40F: 3 clusters Score -4220702 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4220710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4220716 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4220710 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4220717 nChanged 15
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Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4220710 nChanged 15
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Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4220707 nChanged 11
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Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4220703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4220700 nChanged 10
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Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4220704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4220708 nChanged 6
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Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4220710 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4220709 nChanged 13
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Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4220706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4220710 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4220710 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4220710 nChanged 10
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Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4220713 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4220714 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4220708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -4220715.000000 Penalty: 3465.576416
	Iteration 60F: 3 clusters Score -4220715 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -4220711.500000 Penalty: 3465.576416
	Iteration 61Q: 3 clusters Score -4220712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4220714 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -4220716.500000 Penalty: 3465.576416
	Iteration 63Q: 3 clusters Score -4220716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4220716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4220717 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4220714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4220716 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4220716 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4220716 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4220718 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4220710 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4220718 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4220716 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4220715 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24637 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4220716 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4220721 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4220718 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -4220722.000000 Penalty: 3465.576416
	Iteration 78Q: 3 clusters Score -4220722 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4220725 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24701 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4220718 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4220718 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -4220732.500000 Penalty: 3465.576416
	Iteration 82Q: 3 clusters Score -4220732 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4220734 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4220743 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24782 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4220743 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4220734 nChanged 41
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Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -4220739.000000 Penalty: 3465.576416
	Iteration 87Q: 3 clusters Score -4220739 nChanged 59
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Mstep: Class 1 contains 24895 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4220736 nChanged 56
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Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4220737 nChanged 53
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4220743 nChanged 55
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Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -4220746.500000 Penalty: 3465.576416
	Iteration 91Q: 3 clusters Score -4220746 nChanged 54
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Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4220750 nChanged 55
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Mstep: Class 1 contains 25084 members 
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Entering Unmasked Estep 
Score: -4220753.500000 Penalty: 3465.576416
	Iteration 93Q: 3 clusters Score -4220754 nChanged 52
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Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4220754 nChanged 53
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Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4220751 nChanged 55
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Mstep: Class 1 contains 25210 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4220760 nChanged 62
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Mstep: Class 1 contains 25264 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4220761 nChanged 59
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Mstep: Class 1 contains 25315 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4220770 nChanged 65
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Mstep: Class 1 contains 25374 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4220770 nChanged 83
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Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4220780 nChanged 77
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Mstep: Class 1 contains 25516 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4220780 nChanged 81
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Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4220778 nChanged 87
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Mstep: Class 1 contains 25672 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4220788 nChanged 96
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Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4220798 nChanged 96
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Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4220800 nChanged 92
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Mstep: Class 1 contains 25936 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4220800 nChanged 100
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Mstep: Class 1 contains 26020 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4220824 nChanged 97
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Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4220830 nChanged 100
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Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4220854 nChanged 106
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Mstep: Class 1 contains 26307 members 
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Entering Unmasked Estep 
Score: -4220864.500000 Penalty: 3465.576416
	Iteration 110Q: 3 clusters Score -4220864 nChanged 116
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4220944 nChanged 200
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Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4221042 nChanged 246
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Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4221074 nChanged 267
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Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4221110 nChanged 296
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Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4221162 nChanged 297
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Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4221215 nChanged 311
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Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4221260 nChanged 346
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Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4221312 nChanged 370
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Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4221388 nChanged 431
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Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4221488 nChanged 438
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Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4221574 nChanged 466
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Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4221702 nChanged 443
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Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4221806 nChanged 493
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Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4221953 nChanged 529
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Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4222120 nChanged 549
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Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4222266 nChanged 561
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4222442 nChanged 590
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Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4222676 nChanged 627
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4222925 nChanged 644
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4223254 nChanged 630
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Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4223588 nChanged 594
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Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4223890 nChanged 550
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Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4224156 nChanged 470
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Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4224380 nChanged 413
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Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4224562 nChanged 377
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Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4224736 nChanged 308
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Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4224853 nChanged 232
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Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4224946 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4225007 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4225054 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -4225073.000000 Penalty: 3465.576416
	Iteration 148Q: 3 clusters Score -4225073 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4225093 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -4225116.000000 Penalty: 3465.576416
	Iteration 150Q: 3 clusters Score -4225116 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -4225136.000000 Penalty: 3465.576416
	Iteration 151Q: 3 clusters Score -4225136 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -4225152.500000 Penalty: 3465.576416
	Iteration 152Q: 3 clusters Score -4225152 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4225180 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4225188 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -4225199.000000 Penalty: 3465.576416
	Iteration 155Q: 3 clusters Score -4225199 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4225222 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4225226.500000 Penalty: 3465.576416
	Iteration 157Q: 3 clusters Score -4225226 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -4225247.500000 Penalty: 3465.576416
	Iteration 158Q: 3 clusters Score -4225248 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4225250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -4225254.500000 Penalty: 3465.576416
	Iteration 160F: 3 clusters Score -4225254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -4225261.000000 Penalty: 3465.576416
	Iteration 161Q: 3 clusters Score -4225261 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -4225271.000000 Penalty: 3465.576416
	Iteration 162Q: 3 clusters Score -4225271 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4225269.000000 Penalty: 3465.576416
	Iteration 163Q: 3 clusters Score -4225269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4225271.500000 Penalty: 3465.576416
	Iteration 164Q: 3 clusters Score -4225272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -4225276.000000 Penalty: 3465.576416
	Iteration 165Q: 3 clusters Score -4225276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4225280.000000 Penalty: 3465.576416
	Iteration 166Q: 3 clusters Score -4225280 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4225278 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4225285.500000 Penalty: 3465.576416
	Iteration 168Q: 3 clusters Score -4225286 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -4225293.000000 Penalty: 3465.576416
	Iteration 169Q: 3 clusters Score -4225293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -4225292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4225303.000000 Penalty: 3465.576416
	Iteration 171Q: 3 clusters Score -4225303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -4225305.500000 Penalty: 3465.576416
	Iteration 172Q: 3 clusters Score -4225306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4225305.500000 Penalty: 3465.576416
	Iteration 173Q: 3 clusters Score -4225306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -4225304.000000 Penalty: 3465.576416
	Iteration 174Q: 3 clusters Score -4225304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -4225305.000000 Penalty: 3465.576416
	Iteration 175Q: 3 clusters Score -4225305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -4225309.500000 Penalty: 3465.576416
	Iteration 176Q: 3 clusters Score -4225310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -4225314.500000 Penalty: 3465.576416
	Iteration 177Q: 3 clusters Score -4225314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -4225314.500000 Penalty: 3465.576416
	Iteration 178Q: 3 clusters Score -4225314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4225323.500000 Penalty: 3465.576416
	Iteration 179Q: 3 clusters Score -4225324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4225318.500000 Penalty: 3465.576416
	Iteration 180F: 3 clusters Score -4225318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4225319.000000 Penalty: 3465.576416
	Iteration 181Q: 3 clusters Score -4225319 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4225320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4225320.500000 Penalty: 3465.576416
	Iteration 183Q: 3 clusters Score -4225320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4225323.000000 Penalty: 3465.576416
	Iteration 184Q: 3 clusters Score -4225323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4225326.000000 Penalty: 3465.576416
	Iteration 185Q: 3 clusters Score -4225326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4225333.500000 Penalty: 3465.576416
	Iteration 186Q: 3 clusters Score -4225334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -4225332.000000 Penalty: 3465.576416
	Iteration 187Q: 3 clusters Score -4225332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4225332.000000 Penalty: 3465.576416
	Iteration 188Q: 3 clusters Score -4225332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4225332.500000 Penalty: 3465.576416
	Iteration 189Q: 3 clusters Score -4225332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4225335.500000 Penalty: 3465.576416
	Iteration 190Q: 3 clusters Score -4225336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4225331.000000 Penalty: 3465.576416
	Iteration 191Q: 3 clusters Score -4225331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4225333.000000 Penalty: 3465.576416
	Iteration 192Q: 3 clusters Score -4225333 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4225332 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4225331.500000 Penalty: 3465.576416
	Iteration 194F: 3 clusters Score -4225332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18353 members 
Entering Unmasked Estep 
Score: -1903833.125000 Penalty: 1595.351685
	Iteration 0F: 2 clusters Score -1903833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1891238 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1896189 nChanged 1209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1896971 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1897876.750000 Penalty: 3190.703369
	Iteration 3F: 3 clusters Score -1897877 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1898725.375000 Penalty: 3190.703369
	Iteration 4F: 3 clusters Score -1898725 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1899481.625000 Penalty: 3190.703369
	Iteration 5F: 3 clusters Score -1899482 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1900077.750000 Penalty: 3190.703369
	Iteration 6F: 3 clusters Score -1900078 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1900519.375000 Penalty: 3190.703369
	Iteration 7Q: 3 clusters Score -1900519 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1900869.500000 Penalty: 3190.703369
	Iteration 8Q: 3 clusters Score -1900870 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1901122.125000 Penalty: 3190.703369
	Iteration 9Q: 3 clusters Score -1901122 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1901346.750000 Penalty: 3190.703369
	Iteration 10Q: 3 clusters Score -1901347 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1901572.500000 Penalty: 3190.703369
	Iteration 11Q: 3 clusters Score -1901572 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1901760.250000 Penalty: 3190.703369
	Iteration 12Q: 3 clusters Score -1901760 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1901926.000000 Penalty: 3190.703369
	Iteration 13Q: 3 clusters Score -1901926 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1902089.875000 Penalty: 3190.703369
	Iteration 14Q: 3 clusters Score -1902090 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1902268.375000 Penalty: 3190.703369
	Iteration 15Q: 3 clusters Score -1902268 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1902461.250000 Penalty: 3190.703369
	Iteration 16Q: 3 clusters Score -1902461 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1902651.375000 Penalty: 3190.703369
	Iteration 17Q: 3 clusters Score -1902651 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1902844.500000 Penalty: 3190.703369
	Iteration 18Q: 3 clusters Score -1902844 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1902996.500000 Penalty: 3190.703369
	Iteration 19Q: 3 clusters Score -1902996 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1903117.125000 Penalty: 3190.703369
	Iteration 20F: 3 clusters Score -1903117 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1903193.500000 Penalty: 3190.703369
	Iteration 21Q: 3 clusters Score -1903194 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1903246.500000 Penalty: 3190.703369
	Iteration 22Q: 3 clusters Score -1903246 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1903290.375000 Penalty: 3190.703369
	Iteration 23Q: 3 clusters Score -1903290 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1903318.250000 Penalty: 3190.703369
	Iteration 24Q: 3 clusters Score -1903318 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1903353.750000 Penalty: 3190.703369
	Iteration 25Q: 3 clusters Score -1903354 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1903373.875000 Penalty: 3190.703369
	Iteration 26Q: 3 clusters Score -1903374 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1903390.125000 Penalty: 3190.703369
	Iteration 27Q: 3 clusters Score -1903390 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1903403.875000 Penalty: 3190.703369
	Iteration 28Q: 3 clusters Score -1903404 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1903421.750000 Penalty: 3190.703369
	Iteration 29Q: 3 clusters Score -1903422 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1903430.625000 Penalty: 3190.703369
	Iteration 30Q: 3 clusters Score -1903431 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1903438.000000 Penalty: 3190.703369
	Iteration 31Q: 3 clusters Score -1903438 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1903446.750000 Penalty: 3190.703369
	Iteration 32Q: 3 clusters Score -1903447 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1903450.750000 Penalty: 3190.703369
	Iteration 33Q: 3 clusters Score -1903451 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1903458.875000 Penalty: 3190.703369
	Iteration 34Q: 3 clusters Score -1903459 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1903468.750000 Penalty: 3190.703369
	Iteration 35Q: 3 clusters Score -1903469 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1903474.250000 Penalty: 3190.703369
	Iteration 36Q: 3 clusters Score -1903474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1903477.750000 Penalty: 3190.703369
	Iteration 37Q: 3 clusters Score -1903478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1903470.875000 Penalty: 3190.703369
	Iteration 38Q: 3 clusters Score -1903471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1903472.875000 Penalty: 3190.703369
	Iteration 39Q: 3 clusters Score -1903473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1903478.125000 Penalty: 3190.703369
	Iteration 40F: 3 clusters Score -1903478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1903478.875000 Penalty: 3190.703369
	Iteration 41Q: 3 clusters Score -1903479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1903474.000000 Penalty: 3190.703369
	Iteration 42Q: 3 clusters Score -1903474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1903476.000000 Penalty: 3190.703369
	Iteration 43Q: 3 clusters Score -1903476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1903476.625000 Penalty: 3190.703369
	Iteration 44Q: 3 clusters Score -1903477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1903480.000000 Penalty: 3190.703369
	Iteration 45Q: 3 clusters Score -1903480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1903485.500000 Penalty: 3190.703369
	Iteration 46Q: 3 clusters Score -1903486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1903494.125000 Penalty: 3190.703369
	Iteration 47Q: 3 clusters Score -1903494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1903487.625000 Penalty: 3190.703369
	Iteration 48Q: 3 clusters Score -1903488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1903485.750000 Penalty: 3190.703369
	Iteration 49Q: 3 clusters Score -1903486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1903486.875000 Penalty: 3190.703369
	Iteration 50Q: 3 clusters Score -1903487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1903489.375000 Penalty: 3190.703369
	Iteration 51Q: 3 clusters Score -1903489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1903485.625000 Penalty: 3190.703369
	Iteration 52Q: 3 clusters Score -1903486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1903484.375000 Penalty: 3190.703369
	Iteration 53Q: 3 clusters Score -1903484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1903484.500000 Penalty: 3190.703369
	Iteration 54Q: 3 clusters Score -1903484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1903484.500000 Penalty: 3190.703369
	Iteration 55F: 3 clusters Score -1903484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Entering Unmasked Estep 
Score: -229709.343750 Penalty: 1273.666626
	Iteration 0F: 2 clusters Score -229709.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -227266.937500 Penalty: 2547.333252
	Iteration 0F: 3 clusters Score -227266.9 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -227915.218750 Penalty: 2547.333252
	Iteration 1F: 3 clusters Score -227915.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -228106.921875 Penalty: 2547.333252
	Iteration 2F: 3 clusters Score -228106.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -228222.921875 Penalty: 2547.333252
	Iteration 3F: 3 clusters Score -228222.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -228354.281250 Penalty: 2547.333252
	Iteration 4F: 3 clusters Score -228354.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -228440.312500 Penalty: 2547.333252
	Iteration 5Q: 3 clusters Score -228440.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -228522.671875 Penalty: 2547.333252
	Iteration 6Q: 3 clusters Score -228522.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -228600.671875 Penalty: 2547.333252
	Iteration 7Q: 3 clusters Score -228600.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -228689.765625 Penalty: 2547.333252
	Iteration 8Q: 3 clusters Score -228689.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -228763.531250 Penalty: 2547.333252
	Iteration 9Q: 3 clusters Score -228763.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -228824.203125 Penalty: 2547.333252
	Iteration 10Q: 3 clusters Score -228824.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -228878.515625 Penalty: 2547.333252
	Iteration 11Q: 3 clusters Score -228878.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -228925.468750 Penalty: 2547.333252
	Iteration 12Q: 3 clusters Score -228925.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -228962.468750 Penalty: 2547.333252
	Iteration 13Q: 3 clusters Score -228962.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -228989.875000 Penalty: 2547.333252
	Iteration 14Q: 3 clusters Score -228989.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -229004.296875 Penalty: 2547.333252
	Iteration 15Q: 3 clusters Score -229004.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -229015.750000 Penalty: 2547.333252
	Iteration 16Q: 3 clusters Score -229015.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -229025.765625 Penalty: 2547.333252
	Iteration 17Q: 3 clusters Score -229025.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -229030.625000 Penalty: 2547.333252
	Iteration 18Q: 3 clusters Score -229030.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -229035.328125 Penalty: 2547.333252
	Iteration 19Q: 3 clusters Score -229035.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -229037.031250 Penalty: 2547.333252
	Iteration 20F: 3 clusters Score -229037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -229038.171875 Penalty: 2547.333252
	Iteration 21Q: 3 clusters Score -229038.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -229039.296875 Penalty: 2547.333252
	Iteration 22Q: 3 clusters Score -229039.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -229041.046875 Penalty: 2547.333252
	Iteration 23Q: 3 clusters Score -229041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -229041.546875 Penalty: 2547.333252
	Iteration 24Q: 3 clusters Score -229041.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -229042.953125 Penalty: 2547.333252
	Iteration 25Q: 3 clusters Score -229043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -229044.609375 Penalty: 2547.333252
	Iteration 26Q: 3 clusters Score -229044.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -229046.078125 Penalty: 2547.333252
	Iteration 27Q: 3 clusters Score -229046.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -229046.781250 Penalty: 2547.333252
	Iteration 28Q: 3 clusters Score -229046.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -229046.781250 Penalty: 2547.333252
	Iteration 29F: 3 clusters Score -229046.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (127623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127623 members 
Entering Unmasked Estep 
Score: -13706229.000000 Penalty: 1910.485840
	Iteration 0F: 2 clusters Score -1.370623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64007 members 
Mstep: Class 2 contains 63616 members 
Entering Unmasked Estep 
Score: -13620882.000000 Penalty: 3820.971680
	Iteration 0F: 3 clusters Score -1.362088e+07 nChanged 61328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67541 members 
Mstep: Class 2 contains 60082 members 
Entering Unmasked Estep 
Score: -13656695.000000 Penalty: 3820.971680
	Iteration 1F: 3 clusters Score -1.36567e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69980 members 
Mstep: Class 2 contains 57643 members 
Entering Unmasked Estep 
Score: -13657830.000000 Penalty: 3820.971680
	Iteration 2Q: 3 clusters Score -1.365783e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73841 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -13659871.000000 Penalty: 3820.971680
	Iteration 3Q: 3 clusters Score -1.365987e+07 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79520 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -13663290.000000 Penalty: 3820.971680
	Iteration 4F: 3 clusters Score -1.366329e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87246 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -13668870.000000 Penalty: 3820.971680
	Iteration 5F: 3 clusters Score -1.366887e+07 nChanged 9864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96452 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -13676617.000000 Penalty: 3820.971680
	Iteration 6F: 3 clusters Score -1.367662e+07 nChanged 9702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105700 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -13685185.000000 Penalty: 3820.971680
	Iteration 7F: 3 clusters Score -1.368518e+07 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113577 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -13692451.000000 Penalty: 3820.971680
	Iteration 8F: 3 clusters Score -1.369245e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119082 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -13697731.000000 Penalty: 3820.971680
	Iteration 9Q: 3 clusters Score -1.369773e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122533 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -13700888.000000 Penalty: 3820.971680
	Iteration 10Q: 3 clusters Score -1.370089e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124420 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -13702484.000000 Penalty: 3820.971680
	Iteration 11Q: 3 clusters Score -1.370248e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125432 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -13703331.000000 Penalty: 3820.971680
	Iteration 12Q: 3 clusters Score -1.370333e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125994 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -13703797.000000 Penalty: 3820.971680
	Iteration 13Q: 3 clusters Score -1.37038e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126318 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -13704079.000000 Penalty: 3820.971680
	Iteration 14Q: 3 clusters Score -1.370408e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126499 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -13704272.000000 Penalty: 3820.971680
	Iteration 15Q: 3 clusters Score -1.370427e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126619 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -13704347.000000 Penalty: 3820.971680
	Iteration 16Q: 3 clusters Score -1.370435e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126687 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -13704424.000000 Penalty: 3820.971680
	Iteration 17Q: 3 clusters Score -1.370442e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126733 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -13704500.000000 Penalty: 3820.971680
	Iteration 18Q: 3 clusters Score -1.37045e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126777 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -13704581.000000 Penalty: 3820.971680
	Iteration 19Q: 3 clusters Score -1.370458e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126796 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -13704604.000000 Penalty: 3820.971680
	Iteration 20F: 3 clusters Score -1.37046e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126815 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -13704636.000000 Penalty: 3820.971680
	Iteration 21Q: 3 clusters Score -1.370464e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126837 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -13704674.000000 Penalty: 3820.971680
	Iteration 22Q: 3 clusters Score -1.370467e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126850 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -13704697.000000 Penalty: 3820.971680
	Iteration 23Q: 3 clusters Score -1.37047e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126857 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -13704719.000000 Penalty: 3820.971680
	Iteration 24Q: 3 clusters Score -1.370472e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126857 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -13704712.000000 Penalty: 3820.971680
	Iteration 25Q: 3 clusters Score -1.370471e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126864 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -13704744.000000 Penalty: 3820.971680
	Iteration 26Q: 3 clusters Score -1.370474e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126874 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -13704761.000000 Penalty: 3820.971680
	Iteration 27Q: 3 clusters Score -1.370476e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126880 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -13704762.000000 Penalty: 3820.971680
	Iteration 28Q: 3 clusters Score -1.370476e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126893 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -13704791.000000 Penalty: 3820.971680
	Iteration 29Q: 3 clusters Score -1.370479e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126897 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -13704799.000000 Penalty: 3820.971680
	Iteration 30Q: 3 clusters Score -1.37048e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126906 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -13704800.000000 Penalty: 3820.971680
	Iteration 31Q: 3 clusters Score -1.37048e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126909 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -13704817.000000 Penalty: 3820.971680
	Iteration 32Q: 3 clusters Score -1.370482e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126907 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -13704806.000000 Penalty: 3820.971680
	Iteration 33Q: 3 clusters Score -1.370481e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126907 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -13704808.000000 Penalty: 3820.971680
	Iteration 34Q: 3 clusters Score -1.370481e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126903 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -13704809.000000 Penalty: 3820.971680
	Iteration 35Q: 3 clusters Score -1.370481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126906 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -13704811.000000 Penalty: 3820.971680
	Iteration 36Q: 3 clusters Score -1.370481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126901 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -13704826.000000 Penalty: 3820.971680
	Iteration 37Q: 3 clusters Score -1.370483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126898 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -13704824.000000 Penalty: 3820.971680
	Iteration 38Q: 3 clusters Score -1.370482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126897 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -13704828.000000 Penalty: 3820.971680
	Iteration 39Q: 3 clusters Score -1.370483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126896 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -13704836.000000 Penalty: 3820.971680
	Iteration 40F: 3 clusters Score -1.370484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126892 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -13704846.000000 Penalty: 3820.971680
	Iteration 41Q: 3 clusters Score -1.370485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126889 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -13704844.000000 Penalty: 3820.971680
	Iteration 42Q: 3 clusters Score -1.370484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126890 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -13704853.000000 Penalty: 3820.971680
	Iteration 43Q: 3 clusters Score -1.370485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126888 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -13704850.000000 Penalty: 3820.971680
	Iteration 44Q: 3 clusters Score -1.370485e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126877 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -13704856.000000 Penalty: 3820.971680
	Iteration 45Q: 3 clusters Score -1.370486e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126875 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -13704870.000000 Penalty: 3820.971680
	Iteration 46Q: 3 clusters Score -1.370487e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126871 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -13704868.000000 Penalty: 3820.971680
	Iteration 47Q: 3 clusters Score -1.370487e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126868 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -13704865.000000 Penalty: 3820.971680
	Iteration 48Q: 3 clusters Score -1.370486e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126861 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -13704870.000000 Penalty: 3820.971680
	Iteration 49Q: 3 clusters Score -1.370487e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126853 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -13704875.000000 Penalty: 3820.971680
	Iteration 50Q: 3 clusters Score -1.370488e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126840 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -13704875.000000 Penalty: 3820.971680
	Iteration 51Q: 3 clusters Score -1.370488e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126824 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -13704885.000000 Penalty: 3820.971680
	Iteration 52Q: 3 clusters Score -1.370488e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126819 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -13704900.000000 Penalty: 3820.971680
	Iteration 53Q: 3 clusters Score -1.37049e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126803 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -13704905.000000 Penalty: 3820.971680
	Iteration 54Q: 3 clusters Score -1.37049e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126799 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -13704923.000000 Penalty: 3820.971680
	Iteration 55Q: 3 clusters Score -1.370492e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126793 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -13704912.000000 Penalty: 3820.971680
	Iteration 56Q: 3 clusters Score -1.370491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126785 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -13704925.000000 Penalty: 3820.971680
	Iteration 57Q: 3 clusters Score -1.370492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126783 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -13704925.000000 Penalty: 3820.971680
	Iteration 58Q: 3 clusters Score -1.370492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126780 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -13704928.000000 Penalty: 3820.971680
	Iteration 59Q: 3 clusters Score -1.370493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126779 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -13704924.000000 Penalty: 3820.971680
	Iteration 60F: 3 clusters Score -1.370492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126778 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -13704927.000000 Penalty: 3820.971680
	Iteration 61Q: 3 clusters Score -1.370493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126778 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -13704931.000000 Penalty: 3820.971680
	Iteration 62Q: 3 clusters Score -1.370493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126776 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -13704925.000000 Penalty: 3820.971680
	Iteration 63Q: 3 clusters Score -1.370492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126774 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -13704933.000000 Penalty: 3820.971680
	Iteration 64Q: 3 clusters Score -1.370493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126776 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -13704933.000000 Penalty: 3820.971680
	Iteration 65Q: 3 clusters Score -1.370493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126775 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -13704936.000000 Penalty: 3820.971680
	Iteration 66Q: 3 clusters Score -1.370494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126773 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -13704938.000000 Penalty: 3820.971680
	Iteration 67Q: 3 clusters Score -1.370494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126774 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -13704936.000000 Penalty: 3820.971680
	Iteration 68Q: 3 clusters Score -1.370494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126774 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -13704936.000000 Penalty: 3820.971680
	Iteration 69F: 3 clusters Score -1.370494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Entering Unmasked Estep 
Score: -1859954.125000 Penalty: 1587.673584
	Iteration 0F: 2 clusters Score -1859954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1847900.625000 Penalty: 3175.347168
	Iteration 0F: 3 clusters Score -1847901 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1852296.250000 Penalty: 3175.347168
	Iteration 1F: 3 clusters Score -1852296 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1852721.000000 Penalty: 3175.347168
	Iteration 2F: 3 clusters Score -1852721 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1853163.000000 Penalty: 3175.347168
	Iteration 3F: 3 clusters Score -1853163 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1853701.875000 Penalty: 3175.347168
	Iteration 4Q: 3 clusters Score -1853702 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1854332.375000 Penalty: 3175.347168
	Iteration 5F: 3 clusters Score -1854332 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1854992.500000 Penalty: 3175.347168
	Iteration 6F: 3 clusters Score -1854992 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1855592.125000 Penalty: 3175.347168
	Iteration 7F: 3 clusters Score -1855592 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1856083.375000 Penalty: 3175.347168
	Iteration 8Q: 3 clusters Score -1856083 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1856459.750000 Penalty: 3175.347168
	Iteration 9Q: 3 clusters Score -1856460 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1856724.875000 Penalty: 3175.347168
	Iteration 10Q: 3 clusters Score -1856725 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1856874.250000 Penalty: 3175.347168
	Iteration 11Q: 3 clusters Score -1856874 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1856985.500000 Penalty: 3175.347168
	Iteration 12Q: 3 clusters Score -1856986 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1857073.750000 Penalty: 3175.347168
	Iteration 13Q: 3 clusters Score -1857074 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1857139.375000 Penalty: 3175.347168
	Iteration 14Q: 3 clusters Score -1857139 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1857213.125000 Penalty: 3175.347168
	Iteration 15Q: 3 clusters Score -1857213 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1857275.250000 Penalty: 3175.347168
	Iteration 16Q: 3 clusters Score -1857275 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1857319.125000 Penalty: 3175.347168
	Iteration 17Q: 3 clusters Score -1857319 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1857381.250000 Penalty: 3175.347168
	Iteration 18Q: 3 clusters Score -1857381 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1857447.375000 Penalty: 3175.347168
	Iteration 19Q: 3 clusters Score -1857447 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1857530.875000 Penalty: 3175.347168
	Iteration 20F: 3 clusters Score -1857531 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1857626.125000 Penalty: 3175.347168
	Iteration 21Q: 3 clusters Score -1857626 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1857713.500000 Penalty: 3175.347168
	Iteration 22Q: 3 clusters Score -1857714 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -1857802.250000 Penalty: 3175.347168
	Iteration 23Q: 3 clusters Score -1857802 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -1857893.250000 Penalty: 3175.347168
	Iteration 24Q: 3 clusters Score -1857893 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -1857986.875000 Penalty: 3175.347168
	Iteration 25Q: 3 clusters Score -1857987 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1858076.500000 Penalty: 3175.347168
	Iteration 26Q: 3 clusters Score -1858076 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1858159.000000 Penalty: 3175.347168
	Iteration 27Q: 3 clusters Score -1858159 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -1858230.625000 Penalty: 3175.347168
	Iteration 28Q: 3 clusters Score -1858231 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -1858324.000000 Penalty: 3175.347168
	Iteration 29Q: 3 clusters Score -1858324 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -1858455.250000 Penalty: 3175.347168
	Iteration 30Q: 3 clusters Score -1858455 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -1858565.875000 Penalty: 3175.347168
	Iteration 31Q: 3 clusters Score -1858566 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -1858639.125000 Penalty: 3175.347168
	Iteration 32Q: 3 clusters Score -1858639 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1858691.625000 Penalty: 3175.347168
	Iteration 33Q: 3 clusters Score -1858692 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -1858726.875000 Penalty: 3175.347168
	Iteration 34Q: 3 clusters Score -1858727 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -1858771.250000 Penalty: 3175.347168
	Iteration 35Q: 3 clusters Score -1858771 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -1858800.625000 Penalty: 3175.347168
	Iteration 36Q: 3 clusters Score -1858801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -1858821.750000 Penalty: 3175.347168
	Iteration 37Q: 3 clusters Score -1858822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -1858834.375000 Penalty: 3175.347168
	Iteration 38Q: 3 clusters Score -1858834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -1858843.500000 Penalty: 3175.347168
	Iteration 39Q: 3 clusters Score -1858844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -1858849.250000 Penalty: 3175.347168
	Iteration 40F: 3 clusters Score -1858849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -1858855.250000 Penalty: 3175.347168
	Iteration 41Q: 3 clusters Score -1858855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -1858858.125000 Penalty: 3175.347168
	Iteration 42Q: 3 clusters Score -1858858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -1858862.000000 Penalty: 3175.347168
	Iteration 43Q: 3 clusters Score -1858862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -1858861.250000 Penalty: 3175.347168
	Iteration 44Q: 3 clusters Score -1858861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -1858865.500000 Penalty: 3175.347168
	Iteration 45Q: 3 clusters Score -1858866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -1858868.625000 Penalty: 3175.347168
	Iteration 46Q: 3 clusters Score -1858869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -1858869.750000 Penalty: 3175.347168
	Iteration 47Q: 3 clusters Score -1858870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -1858871.375000 Penalty: 3175.347168
	Iteration 48Q: 3 clusters Score -1858871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -1858874.750000 Penalty: 3175.347168
	Iteration 49Q: 3 clusters Score -1858875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -1858874.750000 Penalty: 3175.347168
	Iteration 50Q: 3 clusters Score -1858875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -1858876.000000 Penalty: 3175.347168
	Iteration 51Q: 3 clusters Score -1858876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -1858876.875000 Penalty: 3175.347168
	Iteration 52Q: 3 clusters Score -1858877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -1858877.750000 Penalty: 3175.347168
	Iteration 53Q: 3 clusters Score -1858878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -1858878.250000 Penalty: 3175.347168
	Iteration 54Q: 3 clusters Score -1858878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -1858879.500000 Penalty: 3175.347168
	Iteration 55Q: 3 clusters Score -1858880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -1858879.875000 Penalty: 3175.347168
	Iteration 56Q: 3 clusters Score -1858880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -1858883.000000 Penalty: 3175.347168
	Iteration 57Q: 3 clusters Score -1858883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -1858884.500000 Penalty: 3175.347168
	Iteration 58Q: 3 clusters Score -1858884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -1858884.750000 Penalty: 3175.347168
	Iteration 59Q: 3 clusters Score -1858885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -1858885.250000 Penalty: 3175.347168
	Iteration 60F: 3 clusters Score -1858885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -1858885.000000 Penalty: 3175.347168
	Iteration 61Q: 3 clusters Score -1858885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -1858885.000000 Penalty: 3175.347168
	Iteration 62F: 3 clusters Score -1858885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Entering Unmasked Estep 
Score: -2158323.750000 Penalty: 1613.906982
	Iteration 0F: 2 clusters Score -2158324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2144371.750000 Penalty: 3227.813965
	Iteration 0F: 3 clusters Score -2144372 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2149590.250000 Penalty: 3227.813965
	Iteration 1F: 3 clusters Score -2149590 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2150075.750000 Penalty: 3227.813965
	Iteration 2F: 3 clusters Score -2150076 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2150527.000000 Penalty: 3227.813965
	Iteration 3F: 3 clusters Score -2150527 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2150937.000000 Penalty: 3227.813965
	Iteration 4Q: 3 clusters Score -2150937 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2151301.000000 Penalty: 3227.813965
	Iteration 5Q: 3 clusters Score -2151301 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2151699.500000 Penalty: 3227.813965
	Iteration 6Q: 3 clusters Score -2151700 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2152133.250000 Penalty: 3227.813965
	Iteration 7Q: 3 clusters Score -2152133 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2152713.250000 Penalty: 3227.813965
	Iteration 8Q: 3 clusters Score -2152713 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2153368.250000 Penalty: 3227.813965
	Iteration 9Q: 3 clusters Score -2153368 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2153967.750000 Penalty: 3227.813965
	Iteration 10Q: 3 clusters Score -2153968 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2154413.750000 Penalty: 3227.813965
	Iteration 11Q: 3 clusters Score -2154414 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2154677.250000 Penalty: 3227.813965
	Iteration 12Q: 3 clusters Score -2154677 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2154830.250000 Penalty: 3227.813965
	Iteration 13Q: 3 clusters Score -2154830 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2154923.750000 Penalty: 3227.813965
	Iteration 14Q: 3 clusters Score -2154924 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2155020.000000 Penalty: 3227.813965
	Iteration 15Q: 3 clusters Score -2155020 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2155114.000000 Penalty: 3227.813965
	Iteration 16Q: 3 clusters Score -2155114 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2155189.000000 Penalty: 3227.813965
	Iteration 17Q: 3 clusters Score -2155189 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2155274.000000 Penalty: 3227.813965
	Iteration 18Q: 3 clusters Score -2155274 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2155326.000000 Penalty: 3227.813965
	Iteration 19Q: 3 clusters Score -2155326 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2155406.000000 Penalty: 3227.813965
	Iteration 20F: 3 clusters Score -2155406 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2155458.750000 Penalty: 3227.813965
	Iteration 21Q: 3 clusters Score -2155459 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2155499.250000 Penalty: 3227.813965
	Iteration 22Q: 3 clusters Score -2155499 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2155558.000000 Penalty: 3227.813965
	Iteration 23Q: 3 clusters Score -2155558 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2155611.000000 Penalty: 3227.813965
	Iteration 24Q: 3 clusters Score -2155611 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2155657.500000 Penalty: 3227.813965
	Iteration 25Q: 3 clusters Score -2155658 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2155710.500000 Penalty: 3227.813965
	Iteration 26Q: 3 clusters Score -2155710 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2155762.250000 Penalty: 3227.813965
	Iteration 27Q: 3 clusters Score -2155762 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2155794.250000 Penalty: 3227.813965
	Iteration 28Q: 3 clusters Score -2155794 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2155843.750000 Penalty: 3227.813965
	Iteration 29Q: 3 clusters Score -2155844 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2155879.250000 Penalty: 3227.813965
	Iteration 30Q: 3 clusters Score -2155879 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2155915.750000 Penalty: 3227.813965
	Iteration 31Q: 3 clusters Score -2155916 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2155956.500000 Penalty: 3227.813965
	Iteration 32Q: 3 clusters Score -2155956 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2155998.750000 Penalty: 3227.813965
	Iteration 33Q: 3 clusters Score -2155999 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2156030.500000 Penalty: 3227.813965
	Iteration 34Q: 3 clusters Score -2156030 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2156062.750000 Penalty: 3227.813965
	Iteration 35Q: 3 clusters Score -2156063 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2156079.750000 Penalty: 3227.813965
	Iteration 36Q: 3 clusters Score -2156080 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2156085.250000 Penalty: 3227.813965
	Iteration 37Q: 3 clusters Score -2156085 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2156094.250000 Penalty: 3227.813965
	Iteration 38Q: 3 clusters Score -2156094 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2156103.500000 Penalty: 3227.813965
	Iteration 39Q: 3 clusters Score -2156104 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2156114.000000 Penalty: 3227.813965
	Iteration 40F: 3 clusters Score -2156114 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2156115.500000 Penalty: 3227.813965
	Iteration 41Q: 3 clusters Score -2156116 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2156124.250000 Penalty: 3227.813965
	Iteration 42Q: 3 clusters Score -2156124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2156129.750000 Penalty: 3227.813965
	Iteration 43Q: 3 clusters Score -2156130 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2156141.750000 Penalty: 3227.813965
	Iteration 44Q: 3 clusters Score -2156142 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2156142.750000 Penalty: 3227.813965
	Iteration 45Q: 3 clusters Score -2156143 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2156153.750000 Penalty: 3227.813965
	Iteration 46Q: 3 clusters Score -2156154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2156155.000000 Penalty: 3227.813965
	Iteration 47Q: 3 clusters Score -2156155 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2156155.750000 Penalty: 3227.813965
	Iteration 48Q: 3 clusters Score -2156156 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2156161.500000 Penalty: 3227.813965
	Iteration 49Q: 3 clusters Score -2156162 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2156176.250000 Penalty: 3227.813965
	Iteration 50Q: 3 clusters Score -2156176 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2156176.250000 Penalty: 3227.813965
	Iteration 51Q: 3 clusters Score -2156176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2156183.000000 Penalty: 3227.813965
	Iteration 52Q: 3 clusters Score -2156183 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2156178.500000 Penalty: 3227.813965
	Iteration 53Q: 3 clusters Score -2156178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2156188.750000 Penalty: 3227.813965
	Iteration 54Q: 3 clusters Score -2156189 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2156185.750000 Penalty: 3227.813965
	Iteration 55Q: 3 clusters Score -2156186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2156191.250000 Penalty: 3227.813965
	Iteration 56Q: 3 clusters Score -2156191 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2156195.500000 Penalty: 3227.813965
	Iteration 57Q: 3 clusters Score -2156196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2156199.250000 Penalty: 3227.813965
	Iteration 58Q: 3 clusters Score -2156199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2156200.500000 Penalty: 3227.813965
	Iteration 59Q: 3 clusters Score -2156200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2156200.500000 Penalty: 3227.813965
	Iteration 60F: 3 clusters Score -2156200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2156205.000000 Penalty: 3227.813965
	Iteration 61Q: 3 clusters Score -2156205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2156201.500000 Penalty: 3227.813965
	Iteration 62Q: 3 clusters Score -2156202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2156206.250000 Penalty: 3227.813965
	Iteration 63Q: 3 clusters Score -2156206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -2156208.750000 Penalty: 3227.813965
	Iteration 64Q: 3 clusters Score -2156209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2156208.750000 Penalty: 3227.813965
	Iteration 65Q: 3 clusters Score -2156209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2156206.000000 Penalty: 3227.813965
	Iteration 66Q: 3 clusters Score -2156206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2156204.250000 Penalty: 3227.813965
	Iteration 67Q: 3 clusters Score -2156204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2156208.000000 Penalty: 3227.813965
	Iteration 68Q: 3 clusters Score -2156208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2156215.250000 Penalty: 3227.813965
	Iteration 69Q: 3 clusters Score -2156215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2156211.500000 Penalty: 3227.813965
	Iteration 70Q: 3 clusters Score -2156212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2156213.250000 Penalty: 3227.813965
	Iteration 71Q: 3 clusters Score -2156213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -2156212.500000 Penalty: 3227.813965
	Iteration 72Q: 3 clusters Score -2156212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2156214.250000 Penalty: 3227.813965
	Iteration 73Q: 3 clusters Score -2156214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2156213.500000 Penalty: 3227.813965
	Iteration 74Q: 3 clusters Score -2156214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2156212.750000 Penalty: 3227.813965
	Iteration 75Q: 3 clusters Score -2156213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2156219.000000 Penalty: 3227.813965
	Iteration 76Q: 3 clusters Score -2156219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2156218.250000 Penalty: 3227.813965
	Iteration 77Q: 3 clusters Score -2156218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2156217.500000 Penalty: 3227.813965
	Iteration 78Q: 3 clusters Score -2156218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2156220.250000 Penalty: 3227.813965
	Iteration 79Q: 3 clusters Score -2156220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2156222.250000 Penalty: 3227.813965
	Iteration 80F: 3 clusters Score -2156222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2156221.750000 Penalty: 3227.813965
	Iteration 81Q: 3 clusters Score -2156222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2156220.250000 Penalty: 3227.813965
	Iteration 82Q: 3 clusters Score -2156220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -2156223.250000 Penalty: 3227.813965
	Iteration 83Q: 3 clusters Score -2156223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2156221.250000 Penalty: 3227.813965
	Iteration 84Q: 3 clusters Score -2156221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2156225.250000 Penalty: 3227.813965
	Iteration 85Q: 3 clusters Score -2156225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2156229.000000 Penalty: 3227.813965
	Iteration 86Q: 3 clusters Score -2156229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2156232.250000 Penalty: 3227.813965
	Iteration 87Q: 3 clusters Score -2156232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2156232.750000 Penalty: 3227.813965
	Iteration 88Q: 3 clusters Score -2156233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2156236.750000 Penalty: 3227.813965
	Iteration 89Q: 3 clusters Score -2156237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2156233.750000 Penalty: 3227.813965
	Iteration 90Q: 3 clusters Score -2156234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2156234.500000 Penalty: 3227.813965
	Iteration 91Q: 3 clusters Score -2156234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2156248.750000 Penalty: 3227.813965
	Iteration 92Q: 3 clusters Score -2156249 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2156253.750000 Penalty: 3227.813965
	Iteration 93Q: 3 clusters Score -2156254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2156254.500000 Penalty: 3227.813965
	Iteration 94Q: 3 clusters Score -2156254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2156258.000000 Penalty: 3227.813965
	Iteration 95Q: 3 clusters Score -2156258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2156260.250000 Penalty: 3227.813965
	Iteration 96Q: 3 clusters Score -2156260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2156264.500000 Penalty: 3227.813965
	Iteration 97Q: 3 clusters Score -2156264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2156264.000000 Penalty: 3227.813965
	Iteration 98Q: 3 clusters Score -2156264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2156264.750000 Penalty: 3227.813965
	Iteration 99Q: 3 clusters Score -2156265 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2156271.500000 Penalty: 3227.813965
	Iteration 100F: 3 clusters Score -2156272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -2156278.500000 Penalty: 3227.813965
	Iteration 101Q: 3 clusters Score -2156278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2156278.000000 Penalty: 3227.813965
	Iteration 102Q: 3 clusters Score -2156278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2156274.250000 Penalty: 3227.813965
	Iteration 103Q: 3 clusters Score -2156274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2156270.000000 Penalty: 3227.813965
	Iteration 104Q: 3 clusters Score -2156270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2156275.250000 Penalty: 3227.813965
	Iteration 105Q: 3 clusters Score -2156275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -2156273.750000 Penalty: 3227.813965
	Iteration 106Q: 3 clusters Score -2156274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2156278.750000 Penalty: 3227.813965
	Iteration 107Q: 3 clusters Score -2156279 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2156277.250000 Penalty: 3227.813965
	Iteration 108Q: 3 clusters Score -2156277 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2156287.500000 Penalty: 3227.813965
	Iteration 109Q: 3 clusters Score -2156288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2156288.750000 Penalty: 3227.813965
	Iteration 110Q: 3 clusters Score -2156289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2156292.250000 Penalty: 3227.813965
	Iteration 111Q: 3 clusters Score -2156292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2156295.500000 Penalty: 3227.813965
	Iteration 112Q: 3 clusters Score -2156296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2156293.750000 Penalty: 3227.813965
	Iteration 113Q: 3 clusters Score -2156294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2156297.250000 Penalty: 3227.813965
	Iteration 114Q: 3 clusters Score -2156297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2156295.500000 Penalty: 3227.813965
	Iteration 115Q: 3 clusters Score -2156296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2156295.500000 Penalty: 3227.813965
	Iteration 116Q: 3 clusters Score -2156296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2156299.500000 Penalty: 3227.813965
	Iteration 117Q: 3 clusters Score -2156300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2156299.500000 Penalty: 3227.813965
	Iteration 118Q: 3 clusters Score -2156300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2156303.000000 Penalty: 3227.813965
	Iteration 119Q: 3 clusters Score -2156303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2156305.500000 Penalty: 3227.813965
	Iteration 120F: 3 clusters Score -2156306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -2156301.750000 Penalty: 3227.813965
	Iteration 121Q: 3 clusters Score -2156302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2156307.250000 Penalty: 3227.813965
	Iteration 122Q: 3 clusters Score -2156307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2156309.750000 Penalty: 3227.813965
	Iteration 123Q: 3 clusters Score -2156310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2156306.000000 Penalty: 3227.813965
	Iteration 124Q: 3 clusters Score -2156306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2156308.500000 Penalty: 3227.813965
	Iteration 125Q: 3 clusters Score -2156308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2156308.500000 Penalty: 3227.813965
	Iteration 126F: 3 clusters Score -2156308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -324394.406250 Penalty: 1319.933594
	Iteration 0F: 2 clusters Score -324394.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -321416.687500 Penalty: 2639.867188
	Iteration 0F: 3 clusters Score -321416.7 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -322392.875000 Penalty: 2639.867188
	Iteration 1F: 3 clusters Score -322392.9 nChanged 358
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: -322848.781250 Penalty: 2639.867188
	Iteration 2F: 3 clusters Score -322848.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -323278.937500 Penalty: 2639.867188
	Iteration 3F: 3 clusters Score -323278.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -323637.468750 Penalty: 2639.867188
	Iteration 4F: 3 clusters Score -323637.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -323807.937500 Penalty: 2639.867188
	Iteration 5F: 3 clusters Score -323807.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -323909.375000 Penalty: 2639.867188
	Iteration 6Q: 3 clusters Score -323909.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -324002.343750 Penalty: 2639.867188
	Iteration 7Q: 3 clusters Score -324002.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -324085.875000 Penalty: 2639.867188
	Iteration 8Q: 3 clusters Score -324085.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -324149.906250 Penalty: 2639.867188
	Iteration 9Q: 3 clusters Score -324149.9 nChanged 70
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: -324209.468750 Penalty: 2639.867188
	Iteration 10Q: 3 clusters Score -324209.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -324258.281250 Penalty: 2639.867188
	Iteration 11Q: 3 clusters Score -324258.3 nChanged 59
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: -324288.156250 Penalty: 2639.867188
	Iteration 12Q: 3 clusters Score -324288.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -324308.937500 Penalty: 2639.867188
	Iteration 13Q: 3 clusters Score -324308.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -324323.218750 Penalty: 2639.867188
	Iteration 14Q: 3 clusters Score -324323.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -324334.093750 Penalty: 2639.867188
	Iteration 15Q: 3 clusters Score -324334.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -324338.531250 Penalty: 2639.867188
	Iteration 16Q: 3 clusters Score -324338.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -324341.687500 Penalty: 2639.867188
	Iteration 17Q: 3 clusters Score -324341.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -324343.468750 Penalty: 2639.867188
	Iteration 18Q: 3 clusters Score -324343.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -324347.093750 Penalty: 2639.867188
	Iteration 19Q: 3 clusters Score -324347.1 nChanged 9
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: -324349.937500 Penalty: 2639.867188
	Iteration 20F: 3 clusters Score -324349.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -324354.625000 Penalty: 2639.867188
	Iteration 21Q: 3 clusters Score -324354.6 nChanged 9
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: -324358.750000 Penalty: 2639.867188
	Iteration 22Q: 3 clusters Score -324358.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -324363.593750 Penalty: 2639.867188
	Iteration 23Q: 3 clusters Score -324363.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -324366.937500 Penalty: 2639.867188
	Iteration 24Q: 3 clusters Score -324366.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -324370.125000 Penalty: 2639.867188
	Iteration 25Q: 3 clusters Score -324370.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -324372.750000 Penalty: 2639.867188
	Iteration 26Q: 3 clusters Score -324372.8 nChanged 4
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: -324373.093750 Penalty: 2639.867188
	Iteration 27Q: 3 clusters Score -324373.1 nChanged 2
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: -324374.312500 Penalty: 2639.867188
	Iteration 28Q: 3 clusters Score -324374.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -324376.031250 Penalty: 2639.867188
	Iteration 29Q: 3 clusters Score -324376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -324376.531250 Penalty: 2639.867188
	Iteration 30Q: 3 clusters Score -324376.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -324378.000000 Penalty: 2639.867188
	Iteration 31Q: 3 clusters Score -324378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -324380.031250 Penalty: 2639.867188
	Iteration 32Q: 3 clusters Score -324380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -324382.468750 Penalty: 2639.867188
	Iteration 33Q: 3 clusters Score -324382.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -324387.125000 Penalty: 2639.867188
	Iteration 34Q: 3 clusters Score -324387.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -324391.718750 Penalty: 2639.867188
	Iteration 35Q: 3 clusters Score -324391.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -324393.875000 Penalty: 2639.867188
	Iteration 36Q: 3 clusters Score -324393.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -324394.625000 Penalty: 2639.867188
	Iteration 37Q: 3 clusters Score -324394.6 nChanged 2
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: -324395.250000 Penalty: 2639.867188
	Iteration 38Q: 3 clusters Score -324395.2 nChanged 0
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: -324395.250000 Penalty: 2639.867188
	Iteration 39F: 3 clusters Score -324395.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 21328 members 
Mstep: Class 3 contains 172059 members 
Mstep: Class 4 contains 29050 members 
Mstep: Class 5 contains 24088 members 
Mstep: Class 6 contains 12140 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 2371 members 
Mstep: Class 9 contains 5807 members 
Mstep: Class 10 contains 3635 members 
Mstep: Class 11 contains 32369 members 
Mstep: Class 12 contains 13067 members 
Mstep: Class 13 contains 42758 members 
Mstep: Class 14 contains 18353 members 
Mstep: Class 15 contains 2535 members 
Mstep: Class 16 contains 127623 members 
Mstep: Class 17 contains 17506 members 
Mstep: Class 18 contains 20573 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 5432 members 
Mstep: Class 21 contains 3166 members 
Mstep: Class 22 contains 19963 members 
Mstep: Class 23 contains 29225 members 
Mstep: Class 24 contains 116 members 
Mstep: Class 25 contains 4312 members 
Mstep: Class 26 contains 10758 members 
Mstep: Class 27 contains 4180 members 
Mstep: Class 28 contains 945 members 
Mstep: Class 29 contains 2825 members 
Mstep: Class 30 contains 3334 members 
Mstep: Class 31 contains 1263 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 1488 members 
Entering Unmasked Estep 
Score: -65957648.000000 Penalty: 71703.882812
Splitting cluster 19 changes total score from -65958504.000000 to -65957648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Entering Unmasked Estep 
Score: -524831.125000 Penalty: 1397.510132
	Iteration 0F: 2 clusters Score -524831.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -520621.531250 Penalty: 2795.020264
	Iteration 0F: 3 clusters Score -520621.5 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -521812.906250 Penalty: 2795.020264
	Iteration 1F: 3 clusters Score -521812.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -522061.437500 Penalty: 2795.020264
	Iteration 2F: 3 clusters Score -522061.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -522267.625000 Penalty: 2795.020264
	Iteration 3F: 3 clusters Score -522267.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -522434.031250 Penalty: 2795.020264
	Iteration 4F: 3 clusters Score -522434 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -522588.593750 Penalty: 2795.020264
	Iteration 5Q: 3 clusters Score -522588.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -522719.625000 Penalty: 2795.020264
	Iteration 6Q: 3 clusters Score -522719.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -522830.000000 Penalty: 2795.020264
	Iteration 7Q: 3 clusters Score -522830 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -522933.500000 Penalty: 2795.020264
	Iteration 8Q: 3 clusters Score -522933.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -523033.625000 Penalty: 2795.020264
	Iteration 9Q: 3 clusters Score -523033.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -523120.375000 Penalty: 2795.020264
	Iteration 10Q: 3 clusters Score -523120.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -523192.031250 Penalty: 2795.020264
	Iteration 11Q: 3 clusters Score -523192 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -523246.281250 Penalty: 2795.020264
	Iteration 12Q: 3 clusters Score -523246.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -523302.062500 Penalty: 2795.020264
	Iteration 13Q: 3 clusters Score -523302.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -523343.562500 Penalty: 2795.020264
	Iteration 14Q: 3 clusters Score -523343.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -523379.875000 Penalty: 2795.020264
	Iteration 15Q: 3 clusters Score -523379.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -523406.406250 Penalty: 2795.020264
	Iteration 16Q: 3 clusters Score -523406.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -523429.093750 Penalty: 2795.020264
	Iteration 17Q: 3 clusters Score -523429.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -523444.750000 Penalty: 2795.020264
	Iteration 18Q: 3 clusters Score -523444.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -523465.968750 Penalty: 2795.020264
	Iteration 19Q: 3 clusters Score -523466 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -523490.187500 Penalty: 2795.020264
	Iteration 20F: 3 clusters Score -523490.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -523514.937500 Penalty: 2795.020264
	Iteration 21Q: 3 clusters Score -523514.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -523536.281250 Penalty: 2795.020264
	Iteration 22Q: 3 clusters Score -523536.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -523555.656250 Penalty: 2795.020264
	Iteration 23Q: 3 clusters Score -523555.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -523568.625000 Penalty: 2795.020264
	Iteration 24Q: 3 clusters Score -523568.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -523579.218750 Penalty: 2795.020264
	Iteration 25Q: 3 clusters Score -523579.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -523592.343750 Penalty: 2795.020264
	Iteration 26Q: 3 clusters Score -523592.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -523602.218750 Penalty: 2795.020264
	Iteration 27Q: 3 clusters Score -523602.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -523610.687500 Penalty: 2795.020264
	Iteration 28Q: 3 clusters Score -523610.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -523621.312500 Penalty: 2795.020264
	Iteration 29Q: 3 clusters Score -523621.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -523628.312500 Penalty: 2795.020264
	Iteration 30Q: 3 clusters Score -523628.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -523633.500000 Penalty: 2795.020264
	Iteration 31Q: 3 clusters Score -523633.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -523639.281250 Penalty: 2795.020264
	Iteration 32Q: 3 clusters Score -523639.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -523643.062500 Penalty: 2795.020264
	Iteration 33Q: 3 clusters Score -523643.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -523645.562500 Penalty: 2795.020264
	Iteration 34Q: 3 clusters Score -523645.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -523647.656250 Penalty: 2795.020264
	Iteration 35Q: 3 clusters Score -523647.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -523648.656250 Penalty: 2795.020264
	Iteration 36Q: 3 clusters Score -523648.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -523649.500000 Penalty: 2795.020264
	Iteration 37Q: 3 clusters Score -523649.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -523650.125000 Penalty: 2795.020264
	Iteration 38Q: 3 clusters Score -523650.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -523651.093750 Penalty: 2795.020264
	Iteration 39Q: 3 clusters Score -523651.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -523653.281250 Penalty: 2795.020264
	Iteration 40F: 3 clusters Score -523653.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -523655.343750 Penalty: 2795.020264
	Iteration 41Q: 3 clusters Score -523655.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -523655.500000 Penalty: 2795.020264
	Iteration 42Q: 3 clusters Score -523655.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -523656.843750 Penalty: 2795.020264
	Iteration 43Q: 3 clusters Score -523656.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -523658.187500 Penalty: 2795.020264
	Iteration 44Q: 3 clusters Score -523658.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -523658.625000 Penalty: 2795.020264
	Iteration 45Q: 3 clusters Score -523658.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -523658.312500 Penalty: 2795.020264
	Iteration 46Q: 3 clusters Score -523658.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -523658.312500 Penalty: 2795.020264
	Iteration 47F: 3 clusters Score -523658.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Entering Unmasked Estep 
Score: -328168.781250 Penalty: 1309.786499
	Iteration 0F: 2 clusters Score -328168.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -325309.406250 Penalty: 2619.572998
	Iteration 0F: 3 clusters Score -325309.4 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -326051.000000 Penalty: 2619.572998
	Iteration 1F: 3 clusters Score -326051 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -326240.968750 Penalty: 2619.572998
	Iteration 2F: 3 clusters Score -326241 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -326404.656250 Penalty: 2619.572998
	Iteration 3F: 3 clusters Score -326404.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -326577.593750 Penalty: 2619.572998
	Iteration 4F: 3 clusters Score -326577.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -326732.093750 Penalty: 2619.572998
	Iteration 5F: 3 clusters Score -326732.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -326863.218750 Penalty: 2619.572998
	Iteration 6Q: 3 clusters Score -326863.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -326956.593750 Penalty: 2619.572998
	Iteration 7Q: 3 clusters Score -326956.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -327078.562500 Penalty: 2619.572998
	Iteration 8Q: 3 clusters Score -327078.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -327197.281250 Penalty: 2619.572998
	Iteration 9Q: 3 clusters Score -327197.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -327290.468750 Penalty: 2619.572998
	Iteration 10Q: 3 clusters Score -327290.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -327378.750000 Penalty: 2619.572998
	Iteration 11Q: 3 clusters Score -327378.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -327435.656250 Penalty: 2619.572998
	Iteration 12Q: 3 clusters Score -327435.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -327464.593750 Penalty: 2619.572998
	Iteration 13Q: 3 clusters Score -327464.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -327490.687500 Penalty: 2619.572998
	Iteration 14Q: 3 clusters Score -327490.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -327507.125000 Penalty: 2619.572998
	Iteration 15Q: 3 clusters Score -327507.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -327520.656250 Penalty: 2619.572998
	Iteration 16Q: 3 clusters Score -327520.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -327527.375000 Penalty: 2619.572998
	Iteration 17Q: 3 clusters Score -327527.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -327532.343750 Penalty: 2619.572998
	Iteration 18Q: 3 clusters Score -327532.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -327537.687500 Penalty: 2619.572998
	Iteration 19Q: 3 clusters Score -327537.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -327542.125000 Penalty: 2619.572998
	Iteration 20F: 3 clusters Score -327542.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -327543.718750 Penalty: 2619.572998
	Iteration 21Q: 3 clusters Score -327543.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -327545.312500 Penalty: 2619.572998
	Iteration 22Q: 3 clusters Score -327545.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -327545.562500 Penalty: 2619.572998
	Iteration 23Q: 3 clusters Score -327545.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -327545.562500 Penalty: 2619.572998
	Iteration 24F: 3 clusters Score -327545.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Entering Unmasked Estep 
Score: -2123412.250000 Penalty: 1609.015869
	Iteration 0F: 2 clusters Score -2123412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2109875.500000 Penalty: 3218.031738
	Iteration 0F: 3 clusters Score -2109876 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2114801.750000 Penalty: 3218.031738
	Iteration 1F: 3 clusters Score -2114802 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2115190.500000 Penalty: 3218.031738
	Iteration 2F: 3 clusters Score -2115190 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2115660.750000 Penalty: 3218.031738
	Iteration 3F: 3 clusters Score -2115661 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2116159.500000 Penalty: 3218.031738
	Iteration 4F: 3 clusters Score -2116160 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2116669.000000 Penalty: 3218.031738
	Iteration 5F: 3 clusters Score -2116669 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2117246.000000 Penalty: 3218.031738
	Iteration 6F: 3 clusters Score -2117246 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2117905.000000 Penalty: 3218.031738
	Iteration 7F: 3 clusters Score -2117905 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2118597.250000 Penalty: 3218.031738
	Iteration 8F: 3 clusters Score -2118597 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2119291.250000 Penalty: 3218.031738
	Iteration 9Q: 3 clusters Score -2119291 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2119895.000000 Penalty: 3218.031738
	Iteration 10Q: 3 clusters Score -2119895 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2120416.500000 Penalty: 3218.031738
	Iteration 11Q: 3 clusters Score -2120416 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2120822.750000 Penalty: 3218.031738
	Iteration 12Q: 3 clusters Score -2120823 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2121167.250000 Penalty: 3218.031738
	Iteration 13Q: 3 clusters Score -2121167 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2121448.750000 Penalty: 3218.031738
	Iteration 14Q: 3 clusters Score -2121449 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2121717.500000 Penalty: 3218.031738
	Iteration 15Q: 3 clusters Score -2121718 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2121934.250000 Penalty: 3218.031738
	Iteration 16Q: 3 clusters Score -2121934 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2122107.250000 Penalty: 3218.031738
	Iteration 17Q: 3 clusters Score -2122107 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2122249.750000 Penalty: 3218.031738
	Iteration 18Q: 3 clusters Score -2122250 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2122327.500000 Penalty: 3218.031738
	Iteration 19Q: 3 clusters Score -2122328 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2122363.500000 Penalty: 3218.031738
	Iteration 20F: 3 clusters Score -2122364 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2122388.250000 Penalty: 3218.031738
	Iteration 21Q: 3 clusters Score -2122388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2122397.250000 Penalty: 3218.031738
	Iteration 22Q: 3 clusters Score -2122397 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2122412.250000 Penalty: 3218.031738
	Iteration 23Q: 3 clusters Score -2122412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2122419.000000 Penalty: 3218.031738
	Iteration 24Q: 3 clusters Score -2122419 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2122425.500000 Penalty: 3218.031738
	Iteration 25Q: 3 clusters Score -2122426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2122429.500000 Penalty: 3218.031738
	Iteration 26Q: 3 clusters Score -2122430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2122437.750000 Penalty: 3218.031738
	Iteration 27Q: 3 clusters Score -2122438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2122442.000000 Penalty: 3218.031738
	Iteration 28Q: 3 clusters Score -2122442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2122444.000000 Penalty: 3218.031738
	Iteration 29Q: 3 clusters Score -2122444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2122441.750000 Penalty: 3218.031738
	Iteration 30Q: 3 clusters Score -2122442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2122446.250000 Penalty: 3218.031738
	Iteration 31Q: 3 clusters Score -2122446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2122444.500000 Penalty: 3218.031738
	Iteration 32Q: 3 clusters Score -2122444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2122443.000000 Penalty: 3218.031738
	Iteration 33Q: 3 clusters Score -2122443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2122446.500000 Penalty: 3218.031738
	Iteration 34Q: 3 clusters Score -2122446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2122444.750000 Penalty: 3218.031738
	Iteration 35Q: 3 clusters Score -2122445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2122451.250000 Penalty: 3218.031738
	Iteration 36Q: 3 clusters Score -2122451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2122454.750000 Penalty: 3218.031738
	Iteration 37Q: 3 clusters Score -2122455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2122453.750000 Penalty: 3218.031738
	Iteration 38Q: 3 clusters Score -2122454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2122454.750000 Penalty: 3218.031738
	Iteration 39Q: 3 clusters Score -2122455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2122454.000000 Penalty: 3218.031738
	Iteration 40F: 3 clusters Score -2122454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Entering Unmasked Estep 
Score: -3079546.250000 Penalty: 1670.951660
	Iteration 0F: 2 clusters Score -3079546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -3059813.000000 Penalty: 3341.903320
	Iteration 0F: 3 clusters Score -3059813 nChanged 13359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -3067336.250000 Penalty: 3341.903320
	Iteration 1F: 3 clusters Score -3067336 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -3067854.500000 Penalty: 3341.903320
	Iteration 2Q: 3 clusters Score -3067854 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -3068468.500000 Penalty: 3341.903320
	Iteration 3Q: 3 clusters Score -3068468 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -3069227.250000 Penalty: 3341.903320
	Iteration 4Q: 3 clusters Score -3069227 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3070023.500000 Penalty: 3341.903320
	Iteration 5F: 3 clusters Score -3070024 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -3070948.500000 Penalty: 3341.903320
	Iteration 6F: 3 clusters Score -3070948 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -3071987.750000 Penalty: 3341.903320
	Iteration 7F: 3 clusters Score -3071988 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -3073003.250000 Penalty: 3341.903320
	Iteration 8F: 3 clusters Score -3073003 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -3073952.000000 Penalty: 3341.903320
	Iteration 9F: 3 clusters Score -3073952 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -3074824.500000 Penalty: 3341.903320
	Iteration 10Q: 3 clusters Score -3074824 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -3075507.500000 Penalty: 3341.903320
	Iteration 11Q: 3 clusters Score -3075508 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -3075964.250000 Penalty: 3341.903320
	Iteration 12Q: 3 clusters Score -3075964 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -3076286.250000 Penalty: 3341.903320
	Iteration 13Q: 3 clusters Score -3076286 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -3076522.000000 Penalty: 3341.903320
	Iteration 14Q: 3 clusters Score -3076522 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -3076706.750000 Penalty: 3341.903320
	Iteration 15Q: 3 clusters Score -3076707 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -3076837.750000 Penalty: 3341.903320
	Iteration 16Q: 3 clusters Score -3076838 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -3076952.500000 Penalty: 3341.903320
	Iteration 17Q: 3 clusters Score -3076952 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -3077066.750000 Penalty: 3341.903320
	Iteration 18Q: 3 clusters Score -3077067 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -3077136.500000 Penalty: 3341.903320
	Iteration 19Q: 3 clusters Score -3077136 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -3077215.750000 Penalty: 3341.903320
	Iteration 20F: 3 clusters Score -3077216 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -3077275.000000 Penalty: 3341.903320
	Iteration 21Q: 3 clusters Score -3077275 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -3077336.500000 Penalty: 3341.903320
	Iteration 22Q: 3 clusters Score -3077336 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -3077375.500000 Penalty: 3341.903320
	Iteration 23Q: 3 clusters Score -3077376 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -3077410.500000 Penalty: 3341.903320
	Iteration 24Q: 3 clusters Score -3077410 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -3077428.750000 Penalty: 3341.903320
	Iteration 25Q: 3 clusters Score -3077429 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -3077450.500000 Penalty: 3341.903320
	Iteration 26Q: 3 clusters Score -3077450 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -3077478.500000 Penalty: 3341.903320
	Iteration 27Q: 3 clusters Score -3077478 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -3077489.000000 Penalty: 3341.903320
	Iteration 28Q: 3 clusters Score -3077489 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -3077519.250000 Penalty: 3341.903320
	Iteration 29Q: 3 clusters Score -3077519 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -3077531.000000 Penalty: 3341.903320
	Iteration 30Q: 3 clusters Score -3077531 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -3077547.000000 Penalty: 3341.903320
	Iteration 31Q: 3 clusters Score -3077547 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -3077568.500000 Penalty: 3341.903320
	Iteration 32Q: 3 clusters Score -3077568 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -3077571.500000 Penalty: 3341.903320
	Iteration 33Q: 3 clusters Score -3077572 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -3077599.000000 Penalty: 3341.903320
	Iteration 34Q: 3 clusters Score -3077599 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -3077628.500000 Penalty: 3341.903320
	Iteration 35Q: 3 clusters Score -3077628 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -3077650.000000 Penalty: 3341.903320
	Iteration 36Q: 3 clusters Score -3077650 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -3077660.000000 Penalty: 3341.903320
	Iteration 37Q: 3 clusters Score -3077660 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -3077685.500000 Penalty: 3341.903320
	Iteration 38Q: 3 clusters Score -3077686 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -3077711.750000 Penalty: 3341.903320
	Iteration 39Q: 3 clusters Score -3077712 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -3077737.500000 Penalty: 3341.903320
	Iteration 40F: 3 clusters Score -3077738 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -3077761.500000 Penalty: 3341.903320
	Iteration 41Q: 3 clusters Score -3077762 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -3077781.500000 Penalty: 3341.903320
	Iteration 42Q: 3 clusters Score -3077782 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -3077801.250000 Penalty: 3341.903320
	Iteration 43Q: 3 clusters Score -3077801 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -3077824.000000 Penalty: 3341.903320
	Iteration 44Q: 3 clusters Score -3077824 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -3077826.500000 Penalty: 3341.903320
	Iteration 45Q: 3 clusters Score -3077826 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -3077845.750000 Penalty: 3341.903320
	Iteration 46Q: 3 clusters Score -3077846 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -3077852.000000 Penalty: 3341.903320
	Iteration 47Q: 3 clusters Score -3077852 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -3077867.000000 Penalty: 3341.903320
	Iteration 48Q: 3 clusters Score -3077867 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -3077869.250000 Penalty: 3341.903320
	Iteration 49Q: 3 clusters Score -3077869 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -3077873.250000 Penalty: 3341.903320
	Iteration 50Q: 3 clusters Score -3077873 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -3077875.250000 Penalty: 3341.903320
	Iteration 51Q: 3 clusters Score -3077875 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -3077883.750000 Penalty: 3341.903320
	Iteration 52Q: 3 clusters Score -3077884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -3077876.250000 Penalty: 3341.903320
	Iteration 53Q: 3 clusters Score -3077876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -3077880.000000 Penalty: 3341.903320
	Iteration 54Q: 3 clusters Score -3077880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -3077881.000000 Penalty: 3341.903320
	Iteration 55Q: 3 clusters Score -3077881 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -3077880.750000 Penalty: 3341.903320
	Iteration 56Q: 3 clusters Score -3077881 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -3077875.500000 Penalty: 3341.903320
	Iteration 57Q: 3 clusters Score -3077876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -3077874.000000 Penalty: 3341.903320
	Iteration 58Q: 3 clusters Score -3077874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -3077879.000000 Penalty: 3341.903320
	Iteration 59Q: 3 clusters Score -3077879 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -3077878.250000 Penalty: 3341.903320
	Iteration 60F: 3 clusters Score -3077878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -3077878.250000 Penalty: 3341.903320
	Iteration 61Q: 3 clusters Score -3077878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -3077880.750000 Penalty: 3341.903320
	Iteration 62Q: 3 clusters Score -3077881 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -3077880.250000 Penalty: 3341.903320
	Iteration 63Q: 3 clusters Score -3077880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -3077895.250000 Penalty: 3341.903320
	Iteration 64Q: 3 clusters Score -3077895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -3077895.000000 Penalty: 3341.903320
	Iteration 65Q: 3 clusters Score -3077895 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -3077896.500000 Penalty: 3341.903320
	Iteration 66Q: 3 clusters Score -3077896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -3077893.500000 Penalty: 3341.903320
	Iteration 67Q: 3 clusters Score -3077894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -3077887.750000 Penalty: 3341.903320
	Iteration 68Q: 3 clusters Score -3077888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -3077895.250000 Penalty: 3341.903320
	Iteration 69Q: 3 clusters Score -3077895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -3077890.750000 Penalty: 3341.903320
	Iteration 70Q: 3 clusters Score -3077891 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -3077901.000000 Penalty: 3341.903320
	Iteration 71Q: 3 clusters Score -3077901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -3077903.250000 Penalty: 3341.903320
	Iteration 72Q: 3 clusters Score -3077903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -3077907.250000 Penalty: 3341.903320
	Iteration 73Q: 3 clusters Score -3077907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -3077908.000000 Penalty: 3341.903320
	Iteration 74Q: 3 clusters Score -3077908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -3077918.250000 Penalty: 3341.903320
	Iteration 75Q: 3 clusters Score -3077918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -3077919.250000 Penalty: 3341.903320
	Iteration 76Q: 3 clusters Score -3077919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -3077929.750000 Penalty: 3341.903320
	Iteration 77Q: 3 clusters Score -3077930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -3077928.750000 Penalty: 3341.903320
	Iteration 78Q: 3 clusters Score -3077929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -3077926.250000 Penalty: 3341.903320
	Iteration 79Q: 3 clusters Score -3077926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -3077918.500000 Penalty: 3341.903320
	Iteration 80F: 3 clusters Score -3077918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -3077919.750000 Penalty: 3341.903320
	Iteration 81Q: 3 clusters Score -3077920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -3077922.750000 Penalty: 3341.903320
	Iteration 82Q: 3 clusters Score -3077923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -3077919.500000 Penalty: 3341.903320
	Iteration 83Q: 3 clusters Score -3077920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -3077917.250000 Penalty: 3341.903320
	Iteration 84Q: 3 clusters Score -3077917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -3077923.000000 Penalty: 3341.903320
	Iteration 85Q: 3 clusters Score -3077923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -3077930.750000 Penalty: 3341.903320
	Iteration 86Q: 3 clusters Score -3077931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -3077928.750000 Penalty: 3341.903320
	Iteration 87Q: 3 clusters Score -3077929 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -3077933.000000 Penalty: 3341.903320
	Iteration 88Q: 3 clusters Score -3077933 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -3077940.500000 Penalty: 3341.903320
	Iteration 89Q: 3 clusters Score -3077940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -3077953.500000 Penalty: 3341.903320
	Iteration 90Q: 3 clusters Score -3077954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -3077947.000000 Penalty: 3341.903320
	Iteration 91Q: 3 clusters Score -3077947 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -3077944.500000 Penalty: 3341.903320
	Iteration 92Q: 3 clusters Score -3077944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -3077944.500000 Penalty: 3341.903320
	Iteration 93Q: 3 clusters Score -3077944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -3077945.750000 Penalty: 3341.903320
	Iteration 94Q: 3 clusters Score -3077946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -3077953.500000 Penalty: 3341.903320
	Iteration 95Q: 3 clusters Score -3077954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -3077950.500000 Penalty: 3341.903320
	Iteration 96Q: 3 clusters Score -3077950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -3077948.250000 Penalty: 3341.903320
	Iteration 97Q: 3 clusters Score -3077948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -3077951.500000 Penalty: 3341.903320
	Iteration 98Q: 3 clusters Score -3077952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -3077958.500000 Penalty: 3341.903320
	Iteration 99Q: 3 clusters Score -3077958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -3077958.250000 Penalty: 3341.903320
	Iteration 100F: 3 clusters Score -3077958 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -3077957.250000 Penalty: 3341.903320
	Iteration 101Q: 3 clusters Score -3077957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -3077962.750000 Penalty: 3341.903320
	Iteration 102Q: 3 clusters Score -3077963 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -3077964.000000 Penalty: 3341.903320
	Iteration 103Q: 3 clusters Score -3077964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -3077959.750000 Penalty: 3341.903320
	Iteration 104Q: 3 clusters Score -3077960 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -3077962.000000 Penalty: 3341.903320
	Iteration 105Q: 3 clusters Score -3077962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -3077963.000000 Penalty: 3341.903320
	Iteration 106Q: 3 clusters Score -3077963 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -3077973.250000 Penalty: 3341.903320
	Iteration 107Q: 3 clusters Score -3077973 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -3077976.750000 Penalty: 3341.903320
	Iteration 108Q: 3 clusters Score -3077977 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -3077980.250000 Penalty: 3341.903320
	Iteration 109Q: 3 clusters Score -3077980 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -3077985.000000 Penalty: 3341.903320
	Iteration 110Q: 3 clusters Score -3077985 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -3077990.750000 Penalty: 3341.903320
	Iteration 111Q: 3 clusters Score -3077991 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -3077998.250000 Penalty: 3341.903320
	Iteration 112Q: 3 clusters Score -3077998 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -3078002.000000 Penalty: 3341.903320
	Iteration 113Q: 3 clusters Score -3078002 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -3078010.000000 Penalty: 3341.903320
	Iteration 114Q: 3 clusters Score -3078010 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -3078007.500000 Penalty: 3341.903320
	Iteration 115Q: 3 clusters Score -3078008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -3078014.250000 Penalty: 3341.903320
	Iteration 116Q: 3 clusters Score -3078014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -3078012.500000 Penalty: 3341.903320
	Iteration 117Q: 3 clusters Score -3078012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -3078020.500000 Penalty: 3341.903320
	Iteration 118Q: 3 clusters Score -3078020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -3078020.250000 Penalty: 3341.903320
	Iteration 119Q: 3 clusters Score -3078020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -3078020.250000 Penalty: 3341.903320
	Iteration 120F: 3 clusters Score -3078020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -3078022.500000 Penalty: 3341.903320
	Iteration 121Q: 3 clusters Score -3078022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -3078026.000000 Penalty: 3341.903320
	Iteration 122Q: 3 clusters Score -3078026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -3078029.750000 Penalty: 3341.903320
	Iteration 123Q: 3 clusters Score -3078030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -3078030.250000 Penalty: 3341.903320
	Iteration 124Q: 3 clusters Score -3078030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -3078033.750000 Penalty: 3341.903320
	Iteration 125Q: 3 clusters Score -3078034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -3078037.750000 Penalty: 3341.903320
	Iteration 126Q: 3 clusters Score -3078038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -3078037.750000 Penalty: 3341.903320
	Iteration 127Q: 3 clusters Score -3078038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -3078043.750000 Penalty: 3341.903320
	Iteration 128Q: 3 clusters Score -3078044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -3078042.500000 Penalty: 3341.903320
	Iteration 129Q: 3 clusters Score -3078042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -3078051.500000 Penalty: 3341.903320
	Iteration 130Q: 3 clusters Score -3078052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -3078050.750000 Penalty: 3341.903320
	Iteration 131Q: 3 clusters Score -3078051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -3078059.000000 Penalty: 3341.903320
	Iteration 132Q: 3 clusters Score -3078059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -3078052.750000 Penalty: 3341.903320
	Iteration 133Q: 3 clusters Score -3078053 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -3078068.250000 Penalty: 3341.903320
	Iteration 134Q: 3 clusters Score -3078068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -3078070.500000 Penalty: 3341.903320
	Iteration 135Q: 3 clusters Score -3078070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -3078074.500000 Penalty: 3341.903320
	Iteration 136Q: 3 clusters Score -3078074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -3078073.250000 Penalty: 3341.903320
	Iteration 137Q: 3 clusters Score -3078073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -3078078.500000 Penalty: 3341.903320
	Iteration 138Q: 3 clusters Score -3078078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -3078080.000000 Penalty: 3341.903320
	Iteration 139Q: 3 clusters Score -3078080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -3078085.500000 Penalty: 3341.903320
	Iteration 140F: 3 clusters Score -3078086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -3078084.500000 Penalty: 3341.903320
	Iteration 141Q: 3 clusters Score -3078084 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -3078078.750000 Penalty: 3341.903320
	Iteration 142Q: 3 clusters Score -3078079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -3078087.000000 Penalty: 3341.903320
	Iteration 143Q: 3 clusters Score -3078087 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -3078090.500000 Penalty: 3341.903320
	Iteration 144Q: 3 clusters Score -3078090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -3078086.500000 Penalty: 3341.903320
	Iteration 145Q: 3 clusters Score -3078086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -3078096.500000 Penalty: 3341.903320
	Iteration 146Q: 3 clusters Score -3078096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -3078102.500000 Penalty: 3341.903320
	Iteration 147Q: 3 clusters Score -3078102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -3078102.750000 Penalty: 3341.903320
	Iteration 148Q: 3 clusters Score -3078103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -3078107.000000 Penalty: 3341.903320
	Iteration 149Q: 3 clusters Score -3078107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -3078105.250000 Penalty: 3341.903320
	Iteration 150Q: 3 clusters Score -3078105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -3078104.500000 Penalty: 3341.903320
	Iteration 151Q: 3 clusters Score -3078104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -3078102.750000 Penalty: 3341.903320
	Iteration 152Q: 3 clusters Score -3078103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -3078103.500000 Penalty: 3341.903320
	Iteration 153Q: 3 clusters Score -3078104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -3078101.750000 Penalty: 3341.903320
	Iteration 154Q: 3 clusters Score -3078102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -3078103.750000 Penalty: 3341.903320
	Iteration 155Q: 3 clusters Score -3078104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -3078100.500000 Penalty: 3341.903320
	Iteration 156Q: 3 clusters Score -3078100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -3078110.250000 Penalty: 3341.903320
	Iteration 157Q: 3 clusters Score -3078110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -3078112.250000 Penalty: 3341.903320
	Iteration 158Q: 3 clusters Score -3078112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -3078107.000000 Penalty: 3341.903320
	Iteration 159Q: 3 clusters Score -3078107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -3078110.250000 Penalty: 3341.903320
	Iteration 160F: 3 clusters Score -3078110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -3078113.000000 Penalty: 3341.903320
	Iteration 161Q: 3 clusters Score -3078113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -3078118.250000 Penalty: 3341.903320
	Iteration 162Q: 3 clusters Score -3078118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -3078116.750000 Penalty: 3341.903320
	Iteration 163Q: 3 clusters Score -3078117 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -3078125.500000 Penalty: 3341.903320
	Iteration 164Q: 3 clusters Score -3078126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -3078127.000000 Penalty: 3341.903320
	Iteration 165Q: 3 clusters Score -3078127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -3078134.500000 Penalty: 3341.903320
	Iteration 166Q: 3 clusters Score -3078134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -3078131.750000 Penalty: 3341.903320
	Iteration 167Q: 3 clusters Score -3078132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -3078134.000000 Penalty: 3341.903320
	Iteration 168Q: 3 clusters Score -3078134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -3078139.750000 Penalty: 3341.903320
	Iteration 169Q: 3 clusters Score -3078140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -3078139.500000 Penalty: 3341.903320
	Iteration 170Q: 3 clusters Score -3078140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -3078143.750000 Penalty: 3341.903320
	Iteration 171Q: 3 clusters Score -3078144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -3078143.250000 Penalty: 3341.903320
	Iteration 172Q: 3 clusters Score -3078143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -3078146.500000 Penalty: 3341.903320
	Iteration 173Q: 3 clusters Score -3078146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -3078150.000000 Penalty: 3341.903320
	Iteration 174Q: 3 clusters Score -3078150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -3078149.500000 Penalty: 3341.903320
	Iteration 175Q: 3 clusters Score -3078150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -3078143.750000 Penalty: 3341.903320
	Iteration 176Q: 3 clusters Score -3078144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -3078147.250000 Penalty: 3341.903320
	Iteration 177Q: 3 clusters Score -3078147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -3078148.250000 Penalty: 3341.903320
	Iteration 178Q: 3 clusters Score -3078148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -3078148.750000 Penalty: 3341.903320
	Iteration 179Q: 3 clusters Score -3078149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -3078149.500000 Penalty: 3341.903320
	Iteration 180F: 3 clusters Score -3078150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -3078159.000000 Penalty: 3341.903320
	Iteration 181Q: 3 clusters Score -3078159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -3078161.750000 Penalty: 3341.903320
	Iteration 182Q: 3 clusters Score -3078162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -3078155.250000 Penalty: 3341.903320
	Iteration 183Q: 3 clusters Score -3078155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -3078156.000000 Penalty: 3341.903320
	Iteration 184Q: 3 clusters Score -3078156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -3078156.000000 Penalty: 3341.903320
	Iteration 185Q: 3 clusters Score -3078156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -3078160.000000 Penalty: 3341.903320
	Iteration 186Q: 3 clusters Score -3078160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -3078161.000000 Penalty: 3341.903320
	Iteration 187Q: 3 clusters Score -3078161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -3078161.000000 Penalty: 3341.903320
	Iteration 188Q: 3 clusters Score -3078161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -3078157.000000 Penalty: 3341.903320
	Iteration 189Q: 3 clusters Score -3078157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -3078157.000000 Penalty: 3341.903320
	Iteration 190F: 3 clusters Score -3078157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -9965.512695 Penalty: 772.458374
	Iteration 0F: 2 clusters Score -9965.513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9409.753906 Penalty: 1544.916748
	Iteration 0F: 3 clusters Score -9409.754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9445.884766 Penalty: 1544.916748
	Iteration 1F: 3 clusters Score -9445.885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9465.519531 Penalty: 1544.916748
	Iteration 2Q: 3 clusters Score -9465.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9465.519531 Penalty: 1544.916748
	Iteration 3F: 3 clusters Score -9465.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Entering Unmasked Estep 
Score: -413977.812500 Penalty: 1359.988037
	Iteration 0F: 2 clusters Score -413977.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -410384.968750 Penalty: 2719.976074
	Iteration 0F: 3 clusters Score -410385 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -411430.593750 Penalty: 2719.976074
	Iteration 1F: 3 clusters Score -411430.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -411617.625000 Penalty: 2719.976074
	Iteration 2F: 3 clusters Score -411617.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -411735.156250 Penalty: 2719.976074
	Iteration 3F: 3 clusters Score -411735.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -411815.406250 Penalty: 2719.976074
	Iteration 4Q: 3 clusters Score -411815.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -411896.375000 Penalty: 2719.976074
	Iteration 5Q: 3 clusters Score -411896.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -411971.843750 Penalty: 2719.976074
	Iteration 6Q: 3 clusters Score -411971.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -412032.218750 Penalty: 2719.976074
	Iteration 7Q: 3 clusters Score -412032.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -412096.031250 Penalty: 2719.976074
	Iteration 8Q: 3 clusters Score -412096 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -412150.406250 Penalty: 2719.976074
	Iteration 9Q: 3 clusters Score -412150.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -412191.375000 Penalty: 2719.976074
	Iteration 10Q: 3 clusters Score -412191.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -412235.656250 Penalty: 2719.976074
	Iteration 11Q: 3 clusters Score -412235.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -412288.187500 Penalty: 2719.976074
	Iteration 12Q: 3 clusters Score -412288.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -412329.218750 Penalty: 2719.976074
	Iteration 13Q: 3 clusters Score -412329.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -412373.062500 Penalty: 2719.976074
	Iteration 14Q: 3 clusters Score -412373.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -412409.281250 Penalty: 2719.976074
	Iteration 15Q: 3 clusters Score -412409.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -412440.187500 Penalty: 2719.976074
	Iteration 16Q: 3 clusters Score -412440.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -412483.625000 Penalty: 2719.976074
	Iteration 17Q: 3 clusters Score -412483.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -412519.843750 Penalty: 2719.976074
	Iteration 18Q: 3 clusters Score -412519.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -412554.625000 Penalty: 2719.976074
	Iteration 19Q: 3 clusters Score -412554.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -412588.031250 Penalty: 2719.976074
	Iteration 20F: 3 clusters Score -412588 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -412615.406250 Penalty: 2719.976074
	Iteration 21Q: 3 clusters Score -412615.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -412652.250000 Penalty: 2719.976074
	Iteration 22Q: 3 clusters Score -412652.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -412676.375000 Penalty: 2719.976074
	Iteration 23Q: 3 clusters Score -412676.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -412708.187500 Penalty: 2719.976074
	Iteration 24Q: 3 clusters Score -412708.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -412745.406250 Penalty: 2719.976074
	Iteration 25Q: 3 clusters Score -412745.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -412778.562500 Penalty: 2719.976074
	Iteration 26Q: 3 clusters Score -412778.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -412805.187500 Penalty: 2719.976074
	Iteration 27Q: 3 clusters Score -412805.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -412831.031250 Penalty: 2719.976074
	Iteration 28Q: 3 clusters Score -412831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -412854.125000 Penalty: 2719.976074
	Iteration 29Q: 3 clusters Score -412854.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -412883.343750 Penalty: 2719.976074
	Iteration 30Q: 3 clusters Score -412883.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -412913.656250 Penalty: 2719.976074
	Iteration 31Q: 3 clusters Score -412913.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -412941.625000 Penalty: 2719.976074
	Iteration 32Q: 3 clusters Score -412941.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -412961.187500 Penalty: 2719.976074
	Iteration 33Q: 3 clusters Score -412961.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -412970.687500 Penalty: 2719.976074
	Iteration 34Q: 3 clusters Score -412970.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -412978.812500 Penalty: 2719.976074
	Iteration 35Q: 3 clusters Score -412978.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -412986.812500 Penalty: 2719.976074
	Iteration 36Q: 3 clusters Score -412986.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -412990.812500 Penalty: 2719.976074
	Iteration 37Q: 3 clusters Score -412990.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -412995.250000 Penalty: 2719.976074
	Iteration 38Q: 3 clusters Score -412995.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -413002.906250 Penalty: 2719.976074
	Iteration 39Q: 3 clusters Score -413002.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -413010.187500 Penalty: 2719.976074
	Iteration 40F: 3 clusters Score -413010.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -413012.625000 Penalty: 2719.976074
	Iteration 41Q: 3 clusters Score -413012.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -413015.062500 Penalty: 2719.976074
	Iteration 42Q: 3 clusters Score -413015.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -413018.468750 Penalty: 2719.976074
	Iteration 43Q: 3 clusters Score -413018.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -413020.687500 Penalty: 2719.976074
	Iteration 44Q: 3 clusters Score -413020.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -413022.937500 Penalty: 2719.976074
	Iteration 45Q: 3 clusters Score -413022.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -413022.937500 Penalty: 2719.976074
	Iteration 46F: 3 clusters Score -413022.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Entering Unmasked Estep 
Score: -1105092.875000 Penalty: 1508.553345
	Iteration 0F: 2 clusters Score -1105093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1097391.500000 Penalty: 3017.106689
	Iteration 0F: 3 clusters Score -1097392 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1099872.125000 Penalty: 3017.106689
	Iteration 1F: 3 clusters Score -1099872 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1100169.375000 Penalty: 3017.106689
	Iteration 2F: 3 clusters Score -1100169 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1100461.500000 Penalty: 3017.106689
	Iteration 3F: 3 clusters Score -1100462 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1100792.750000 Penalty: 3017.106689
	Iteration 4F: 3 clusters Score -1100793 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1101198.625000 Penalty: 3017.106689
	Iteration 5F: 3 clusters Score -1101199 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1101703.250000 Penalty: 3017.106689
	Iteration 6F: 3 clusters Score -1101703 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1102256.750000 Penalty: 3017.106689
	Iteration 7F: 3 clusters Score -1102257 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1102785.000000 Penalty: 3017.106689
	Iteration 8F: 3 clusters Score -1102785 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1103160.625000 Penalty: 3017.106689
	Iteration 9Q: 3 clusters Score -1103161 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1103383.250000 Penalty: 3017.106689
	Iteration 10Q: 3 clusters Score -1103383 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1103497.125000 Penalty: 3017.106689
	Iteration 11Q: 3 clusters Score -1103497 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1103562.750000 Penalty: 3017.106689
	Iteration 12Q: 3 clusters Score -1103563 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1103609.750000 Penalty: 3017.106689
	Iteration 13Q: 3 clusters Score -1103610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1103633.875000 Penalty: 3017.106689
	Iteration 14Q: 3 clusters Score -1103634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1103665.125000 Penalty: 3017.106689
	Iteration 15Q: 3 clusters Score -1103665 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1103687.000000 Penalty: 3017.106689
	Iteration 16Q: 3 clusters Score -1103687 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1103700.250000 Penalty: 3017.106689
	Iteration 17Q: 3 clusters Score -1103700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1103710.000000 Penalty: 3017.106689
	Iteration 18Q: 3 clusters Score -1103710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1103720.625000 Penalty: 3017.106689
	Iteration 19Q: 3 clusters Score -1103721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1103731.875000 Penalty: 3017.106689
	Iteration 20F: 3 clusters Score -1103732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1103738.750000 Penalty: 3017.106689
	Iteration 21Q: 3 clusters Score -1103739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1103745.375000 Penalty: 3017.106689
	Iteration 22Q: 3 clusters Score -1103745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1103761.000000 Penalty: 3017.106689
	Iteration 23Q: 3 clusters Score -1103761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1103765.500000 Penalty: 3017.106689
	Iteration 24Q: 3 clusters Score -1103766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1103767.125000 Penalty: 3017.106689
	Iteration 25Q: 3 clusters Score -1103767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1103770.000000 Penalty: 3017.106689
	Iteration 26Q: 3 clusters Score -1103770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1103770.875000 Penalty: 3017.106689
	Iteration 27Q: 3 clusters Score -1103771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1103772.875000 Penalty: 3017.106689
	Iteration 28Q: 3 clusters Score -1103773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1103772.875000 Penalty: 3017.106689
	Iteration 29F: 3 clusters Score -1103773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Entering Unmasked Estep 
Score: -430309.250000 Penalty: 1354.935791
	Iteration 0F: 2 clusters Score -430309.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -426916.906250 Penalty: 2709.871582
	Iteration 0F: 3 clusters Score -426916.9 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -427876.250000 Penalty: 2709.871582
	Iteration 1F: 3 clusters Score -427876.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -428069.687500 Penalty: 2709.871582
	Iteration 2F: 3 clusters Score -428069.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -428219.437500 Penalty: 2709.871582
	Iteration 3F: 3 clusters Score -428219.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -428339.156250 Penalty: 2709.871582
	Iteration 4Q: 3 clusters Score -428339.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -428455.468750 Penalty: 2709.871582
	Iteration 5Q: 3 clusters Score -428455.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -428556.812500 Penalty: 2709.871582
	Iteration 6Q: 3 clusters Score -428556.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -428624.406250 Penalty: 2709.871582
	Iteration 7Q: 3 clusters Score -428624.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -428667.468750 Penalty: 2709.871582
	Iteration 8Q: 3 clusters Score -428667.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -428704.593750 Penalty: 2709.871582
	Iteration 9Q: 3 clusters Score -428704.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -428746.375000 Penalty: 2709.871582
	Iteration 10Q: 3 clusters Score -428746.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -428790.656250 Penalty: 2709.871582
	Iteration 11Q: 3 clusters Score -428790.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -428821.031250 Penalty: 2709.871582
	Iteration 12Q: 3 clusters Score -428821 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -428850.406250 Penalty: 2709.871582
	Iteration 13Q: 3 clusters Score -428850.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -428868.187500 Penalty: 2709.871582
	Iteration 14Q: 3 clusters Score -428868.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -428881.406250 Penalty: 2709.871582
	Iteration 15Q: 3 clusters Score -428881.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -428889.843750 Penalty: 2709.871582
	Iteration 16Q: 3 clusters Score -428889.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -428898.406250 Penalty: 2709.871582
	Iteration 17Q: 3 clusters Score -428898.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -428911.218750 Penalty: 2709.871582
	Iteration 18Q: 3 clusters Score -428911.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -428921.250000 Penalty: 2709.871582
	Iteration 19Q: 3 clusters Score -428921.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -428936.593750 Penalty: 2709.871582
	Iteration 20F: 3 clusters Score -428936.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -428955.812500 Penalty: 2709.871582
	Iteration 21Q: 3 clusters Score -428955.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -428973.312500 Penalty: 2709.871582
	Iteration 22Q: 3 clusters Score -428973.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -428984.593750 Penalty: 2709.871582
	Iteration 23Q: 3 clusters Score -428984.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -428995.468750 Penalty: 2709.871582
	Iteration 24Q: 3 clusters Score -428995.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -429000.156250 Penalty: 2709.871582
	Iteration 25Q: 3 clusters Score -429000.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -429003.718750 Penalty: 2709.871582
	Iteration 26Q: 3 clusters Score -429003.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -429006.343750 Penalty: 2709.871582
	Iteration 27Q: 3 clusters Score -429006.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -429007.718750 Penalty: 2709.871582
	Iteration 28Q: 3 clusters Score -429007.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -429009.656250 Penalty: 2709.871582
	Iteration 29Q: 3 clusters Score -429009.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -429010.656250 Penalty: 2709.871582
	Iteration 30Q: 3 clusters Score -429010.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -429010.562500 Penalty: 2709.871582
	Iteration 31Q: 3 clusters Score -429010.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -429011.625000 Penalty: 2709.871582
	Iteration 32Q: 3 clusters Score -429011.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -429011.906250 Penalty: 2709.871582
	Iteration 33Q: 3 clusters Score -429011.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -429012.625000 Penalty: 2709.871582
	Iteration 34Q: 3 clusters Score -429012.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -429013.281250 Penalty: 2709.871582
	Iteration 35Q: 3 clusters Score -429013.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -429013.906250 Penalty: 2709.871582
	Iteration 36Q: 3 clusters Score -429013.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -429013.906250 Penalty: 2709.871582
	Iteration 37F: 3 clusters Score -429013.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -90822.335938 Penalty: 1113.317505
	Iteration 0F: 2 clusters Score -90822.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -89424.578125 Penalty: 2226.635010
	Iteration 0F: 3 clusters Score -89424.58 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -89682.968750 Penalty: 2226.635010
	Iteration 1F: 3 clusters Score -89682.97 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -89760.882812 Penalty: 2226.635010
	Iteration 2F: 3 clusters Score -89760.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -89813.234375 Penalty: 2226.635010
	Iteration 3Q: 3 clusters Score -89813.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -89859.281250 Penalty: 2226.635010
	Iteration 4Q: 3 clusters Score -89859.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -89891.085938 Penalty: 2226.635010
	Iteration 5Q: 3 clusters Score -89891.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -89917.882812 Penalty: 2226.635010
	Iteration 6Q: 3 clusters Score -89917.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -89945.140625 Penalty: 2226.635010
	Iteration 7Q: 3 clusters Score -89945.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -89985.664062 Penalty: 2226.635010
	Iteration 8Q: 3 clusters Score -89985.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -90055.609375 Penalty: 2226.635010
	Iteration 9Q: 3 clusters Score -90055.61 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -90224.273438 Penalty: 2226.635010
	Iteration 10Q: 3 clusters Score -90224.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -90419.523438 Penalty: 2226.635010
	Iteration 11Q: 3 clusters Score -90419.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -90593.851562 Penalty: 2226.635010
	Iteration 12Q: 3 clusters Score -90593.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -90658.695312 Penalty: 2226.635010
	Iteration 13Q: 3 clusters Score -90658.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -90672.648438 Penalty: 2226.635010
	Iteration 14Q: 3 clusters Score -90672.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -90680.570312 Penalty: 2226.635010
	Iteration 15Q: 3 clusters Score -90680.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -90681.539062 Penalty: 2226.635010
	Iteration 16Q: 3 clusters Score -90681.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -90681.539062 Penalty: 2226.635010
	Iteration 17F: 3 clusters Score -90681.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Entering Unmasked Estep 
Score: -270629.593750 Penalty: 1291.267822
	Iteration 0F: 2 clusters Score -270629.6 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 1440 members 
Entering Unmasked Estep 
Score: -268067.062500 Penalty: 2582.535645
	Iteration 0F: 3 clusters Score -268067.1 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -268733.750000 Penalty: 2582.535645
	Iteration 1F: 3 clusters Score -268733.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -268876.656250 Penalty: 2582.535645
	Iteration 2F: 3 clusters Score -268876.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -268970.718750 Penalty: 2582.535645
	Iteration 3F: 3 clusters Score -268970.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -269059.531250 Penalty: 2582.535645
	Iteration 4Q: 3 clusters Score -269059.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -269126.343750 Penalty: 2582.535645
	Iteration 5Q: 3 clusters Score -269126.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -269176.062500 Penalty: 2582.535645
	Iteration 6Q: 3 clusters Score -269176.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -269229.000000 Penalty: 2582.535645
	Iteration 7Q: 3 clusters Score -269229 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -269269.781250 Penalty: 2582.535645
	Iteration 8Q: 3 clusters Score -269269.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -269299.093750 Penalty: 2582.535645
	Iteration 9Q: 3 clusters Score -269299.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -269318.375000 Penalty: 2582.535645
	Iteration 10Q: 3 clusters Score -269318.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -269334.406250 Penalty: 2582.535645
	Iteration 11Q: 3 clusters Score -269334.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -269353.125000 Penalty: 2582.535645
	Iteration 12Q: 3 clusters Score -269353.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -269374.093750 Penalty: 2582.535645
	Iteration 13Q: 3 clusters Score -269374.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -269401.437500 Penalty: 2582.535645
	Iteration 14Q: 3 clusters Score -269401.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -269424.343750 Penalty: 2582.535645
	Iteration 15Q: 3 clusters Score -269424.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -269448.156250 Penalty: 2582.535645
	Iteration 16Q: 3 clusters Score -269448.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -269469.281250 Penalty: 2582.535645
	Iteration 17Q: 3 clusters Score -269469.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -269495.875000 Penalty: 2582.535645
	Iteration 18Q: 3 clusters Score -269495.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -269529.156250 Penalty: 2582.535645
	Iteration 19Q: 3 clusters Score -269529.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -269565.781250 Penalty: 2582.535645
	Iteration 20F: 3 clusters Score -269565.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -269608.656250 Penalty: 2582.535645
	Iteration 21Q: 3 clusters Score -269608.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -269641.250000 Penalty: 2582.535645
	Iteration 22Q: 3 clusters Score -269641.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -269675.375000 Penalty: 2582.535645
	Iteration 23Q: 3 clusters Score -269675.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -269727.812500 Penalty: 2582.535645
	Iteration 24Q: 3 clusters Score -269727.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -269769.687500 Penalty: 2582.535645
	Iteration 25Q: 3 clusters Score -269769.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -269809.375000 Penalty: 2582.535645
	Iteration 26Q: 3 clusters Score -269809.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -269834.343750 Penalty: 2582.535645
	Iteration 27Q: 3 clusters Score -269834.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -269847.906250 Penalty: 2582.535645
	Iteration 28Q: 3 clusters Score -269847.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -269862.375000 Penalty: 2582.535645
	Iteration 29Q: 3 clusters Score -269862.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -269879.937500 Penalty: 2582.535645
	Iteration 30Q: 3 clusters Score -269879.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -269894.187500 Penalty: 2582.535645
	Iteration 31Q: 3 clusters Score -269894.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -269905.718750 Penalty: 2582.535645
	Iteration 32Q: 3 clusters Score -269905.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -269915.437500 Penalty: 2582.535645
	Iteration 33Q: 3 clusters Score -269915.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -269925.218750 Penalty: 2582.535645
	Iteration 34Q: 3 clusters Score -269925.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -269937.062500 Penalty: 2582.535645
	Iteration 35Q: 3 clusters Score -269937.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -269955.062500 Penalty: 2582.535645
	Iteration 36Q: 3 clusters Score -269955.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -269971.093750 Penalty: 2582.535645
	Iteration 37Q: 3 clusters Score -269971.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -269982.156250 Penalty: 2582.535645
	Iteration 38Q: 3 clusters Score -269982.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -269994.718750 Penalty: 2582.535645
	Iteration 39Q: 3 clusters Score -269994.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -269996.937500 Penalty: 2582.535645
	Iteration 40F: 3 clusters Score -269996.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -269999.062500 Penalty: 2582.535645
	Iteration 41Q: 3 clusters Score -269999.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -270000.812500 Penalty: 2582.535645
	Iteration 42Q: 3 clusters Score -270000.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -270002.312500 Penalty: 2582.535645
	Iteration 43Q: 3 clusters Score -270002.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -270002.312500 Penalty: 2582.535645
	Iteration 44F: 3 clusters Score -270002.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Entering Unmasked Estep 
Score: -338345.281250 Penalty: 1318.188354
	Iteration 0F: 2 clusters Score -338345.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -335435.156250 Penalty: 2636.376709
	Iteration 0F: 3 clusters Score -335435.2 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -336224.406250 Penalty: 2636.376709
	Iteration 1F: 3 clusters Score -336224.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -336408.125000 Penalty: 2636.376709
	Iteration 2F: 3 clusters Score -336408.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -336560.406250 Penalty: 2636.376709
	Iteration 3F: 3 clusters Score -336560.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -336675.625000 Penalty: 2636.376709
	Iteration 4Q: 3 clusters Score -336675.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -336827.593750 Penalty: 2636.376709
	Iteration 5Q: 3 clusters Score -336827.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -337124.125000 Penalty: 2636.376709
	Iteration 6Q: 3 clusters Score -337124.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -337622.937500 Penalty: 2636.376709
	Iteration 7F: 3 clusters Score -337622.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -338183.468750 Penalty: 2636.376709
	Iteration 8F: 3 clusters Score -338183.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -338636.906250 Penalty: 2636.376709
	Iteration 9F: 3 clusters Score -338636.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -339085.968750 Penalty: 2636.376709
	Iteration 10F: 3 clusters Score -339086 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -339412.562500 Penalty: 2636.376709
	Iteration 11F: 3 clusters Score -339412.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -339640.156250 Penalty: 2636.376709
	Iteration 12Q: 3 clusters Score -339640.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -339716.625000 Penalty: 2636.376709
	Iteration 13Q: 3 clusters Score -339716.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -339752.406250 Penalty: 2636.376709
	Iteration 14Q: 3 clusters Score -339752.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -339786.843750 Penalty: 2636.376709
	Iteration 15Q: 3 clusters Score -339786.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -339806.812500 Penalty: 2636.376709
	Iteration 16Q: 3 clusters Score -339806.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -339824.218750 Penalty: 2636.376709
	Iteration 17Q: 3 clusters Score -339824.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -339834.000000 Penalty: 2636.376709
	Iteration 18Q: 3 clusters Score -339834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -339840.156250 Penalty: 2636.376709
	Iteration 19Q: 3 clusters Score -339840.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -339844.281250 Penalty: 2636.376709
	Iteration 20F: 3 clusters Score -339844.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -339848.187500 Penalty: 2636.376709
	Iteration 21Q: 3 clusters Score -339848.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -339851.000000 Penalty: 2636.376709
	Iteration 22Q: 3 clusters Score -339851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -339852.843750 Penalty: 2636.376709
	Iteration 23Q: 3 clusters Score -339852.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -339853.687500 Penalty: 2636.376709
	Iteration 24Q: 3 clusters Score -339853.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -339853.687500 Penalty: 2636.376709
	Iteration 25F: 3 clusters Score -339853.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 21328 members 
Mstep: Class 3 contains 172059 members 
Mstep: Class 4 contains 29050 members 
Mstep: Class 5 contains 24088 members 
Mstep: Class 6 contains 12140 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 2371 members 
Mstep: Class 9 contains 5807 members 
Mstep: Class 10 contains 3635 members 
Mstep: Class 11 contains 32369 members 
Mstep: Class 12 contains 13067 members 
Mstep: Class 13 contains 42758 members 
Mstep: Class 14 contains 18353 members 
Mstep: Class 15 contains 2535 members 
Mstep: Class 16 contains 127623 members 
Mstep: Class 17 contains 17506 members 
Mstep: Class 18 contains 20573 members 
Mstep: Class 19 contains 3370 members 
Mstep: Class 20 contains 5432 members 
Mstep: Class 21 contains 3166 members 
Mstep: Class 22 contains 19963 members 
Mstep: Class 23 contains 29225 members 
Mstep: Class 24 contains 116 members 
Mstep: Class 25 contains 4312 members 
Mstep: Class 26 contains 10758 members 
Mstep: Class 27 contains 4180 members 
Mstep: Class 28 contains 945 members 
Mstep: Class 29 contains 2825 members 
Mstep: Class 30 contains 1082 members 
Mstep: Class 31 contains 1263 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 2252 members 
Entering Unmasked Estep 
Score: -65959108.000000 Penalty: 71703.882812
Splitting cluster 30 changes total score from -65958504.000000 to -65959108.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 31 (1263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Entering Unmasked Estep 
Score: -129567.312500 Penalty: 1160.452271
	Iteration 0F: 2 clusters Score -129567.3 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 644 members 
Entering Unmasked Estep 
Score: -127962.796875 Penalty: 2320.904541
	Iteration 0F: 3 clusters Score -127962.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -128265.953125 Penalty: 2320.904541
	Iteration 1F: 3 clusters Score -128266 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -128343.781250 Penalty: 2320.904541
	Iteration 2F: 3 clusters Score -128343.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -128385.781250 Penalty: 2320.904541
	Iteration 3Q: 3 clusters Score -128385.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -128415.500000 Penalty: 2320.904541
	Iteration 4Q: 3 clusters Score -128415.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -128437.687500 Penalty: 2320.904541
	Iteration 5Q: 3 clusters Score -128437.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -128452.585938 Penalty: 2320.904541
	Iteration 6Q: 3 clusters Score -128452.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -128465.070312 Penalty: 2320.904541
	Iteration 7Q: 3 clusters Score -128465.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -128471.031250 Penalty: 2320.904541
	Iteration 8Q: 3 clusters Score -128471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -128475.726562 Penalty: 2320.904541
	Iteration 9Q: 3 clusters Score -128475.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -128477.140625 Penalty: 2320.904541
	Iteration 10Q: 3 clusters Score -128477.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -128477.843750 Penalty: 2320.904541
	Iteration 11Q: 3 clusters Score -128477.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -128478.812500 Penalty: 2320.904541
	Iteration 12Q: 3 clusters Score -128478.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -128480.484375 Penalty: 2320.904541
	Iteration 13Q: 3 clusters Score -128480.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -128480.484375 Penalty: 2320.904541
	Iteration 14F: 3 clusters Score -128480.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -46258.816406 Penalty: 1013.410034
	Iteration 0F: 2 clusters Score -46258.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45234.062500 Penalty: 2026.820068
	Iteration 0F: 3 clusters Score -45234.06 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45446.843750 Penalty: 2026.820068
	Iteration 1F: 3 clusters Score -45446.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -45557.582031 Penalty: 2026.820068
	Iteration 2F: 3 clusters Score -45557.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45667.867188 Penalty: 2026.820068
	Iteration 3Q: 3 clusters Score -45667.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45714.679688 Penalty: 2026.820068
	Iteration 4Q: 3 clusters Score -45714.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -45749.292969 Penalty: 2026.820068
	Iteration 5Q: 3 clusters Score -45749.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45799.363281 Penalty: 2026.820068
	Iteration 6Q: 3 clusters Score -45799.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -45865.957031 Penalty: 2026.820068
	Iteration 7F: 3 clusters Score -45865.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -45933.500000 Penalty: 2026.820068
	Iteration 8Q: 3 clusters Score -45933.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -45967.609375 Penalty: 2026.820068
	Iteration 9Q: 3 clusters Score -45967.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -45984.312500 Penalty: 2026.820068
	Iteration 10Q: 3 clusters Score -45984.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -46008.335938 Penalty: 2026.820068
	Iteration 11Q: 3 clusters Score -46008.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -46023.015625 Penalty: 2026.820068
	Iteration 12Q: 3 clusters Score -46023.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -46029.960938 Penalty: 2026.820068
	Iteration 13Q: 3 clusters Score -46029.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -46032.609375 Penalty: 2026.820068
	Iteration 14Q: 3 clusters Score -46032.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -46034.171875 Penalty: 2026.820068
	Iteration 15Q: 3 clusters Score -46034.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -46035.847656 Penalty: 2026.820068
	Iteration 16Q: 3 clusters Score -46035.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -46035.847656 Penalty: 2026.820068
	Iteration 17F: 3 clusters Score -46035.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 21328 members 
Mstep: Class 3 contains 172059 members 
Mstep: Class 4 contains 29050 members 
Mstep: Class 5 contains 24088 members 
Mstep: Class 6 contains 12140 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 2371 members 
Mstep: Class 9 contains 5807 members 
Mstep: Class 10 contains 3635 members 
Mstep: Class 11 contains 32369 members 
Mstep: Class 12 contains 13067 members 
Mstep: Class 13 contains 42758 members 
Mstep: Class 14 contains 18353 members 
Mstep: Class 15 contains 2535 members 
Mstep: Class 16 contains 127623 members 
Mstep: Class 17 contains 17506 members 
Mstep: Class 18 contains 20573 members 
Mstep: Class 19 contains 3370 members 
Mstep: Class 20 contains 5432 members 
Mstep: Class 21 contains 3166 members 
Mstep: Class 22 contains 19963 members 
Mstep: Class 23 contains 29225 members 
Mstep: Class 24 contains 116 members 
Mstep: Class 25 contains 4312 members 
Mstep: Class 26 contains 10758 members 
Mstep: Class 27 contains 4180 members 
Mstep: Class 28 contains 945 members 
Mstep: Class 29 contains 2825 members 
Mstep: Class 30 contains 1082 members 
Mstep: Class 31 contains 1263 members 
Mstep: Class 32 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959412.000000 Penalty: 71703.882812
Iteration 119Q: 34 clusters Score -6.595941e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 21333 members 
Mstep: Class 3 contains 172066 members 
Mstep: Class 4 contains 29058 members 
Mstep: Class 5 contains 24089 members 
Mstep: Class 6 contains 12139 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 2367 members 
Mstep: Class 9 contains 5807 members 
Mstep: Class 10 contains 3635 members 
Mstep: Class 11 contains 32361 members 
Mstep: Class 12 contains 13039 members 
Mstep: Class 13 contains 42780 members 
Mstep: Class 14 contains 18366 members 
Mstep: Class 15 contains 2533 members 
Mstep: Class 16 contains 127609 members 
Mstep: Class 17 contains 17509 members 
Mstep: Class 18 contains 20574 members 
Mstep: Class 19 contains 3340 members 
Mstep: Class 20 contains 5426 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 19966 members 
Mstep: Class 23 contains 29225 members 
Mstep: Class 24 contains 116 members 
Mstep: Class 25 contains 4340 members 
Mstep: Class 26 contains 10810 members 
Mstep: Class 27 contains 4179 members 
Mstep: Class 28 contains 945 members 
Mstep: Class 29 contains 2819 members 
Mstep: Class 30 contains 1099 members 
Mstep: Class 31 contains 1263 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 2189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959804.000000 Penalty: 71703.882812
Iteration 120F: 34 clusters Score -6.59598e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 21333 members 
Mstep: Class 3 contains 172070 members 
Mstep: Class 4 contains 29061 members 
Mstep: Class 5 contains 24088 members 
Mstep: Class 6 contains 12140 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 2359 members 
Mstep: Class 9 contains 5807 members 
Mstep: Class 10 contains 3634 members 
Mstep: Class 11 contains 32354 members 
Mstep: Class 12 contains 13014 members 
Mstep: Class 13 contains 42770 members 
Mstep: Class 14 contains 18367 members 
Mstep: Class 15 contains 2521 members 
Mstep: Class 16 contains 127600 members 
Mstep: Class 17 contains 17504 members 
Mstep: Class 18 contains 20575 members 
Mstep: Class 19 contains 3323 members 
Mstep: Class 20 contains 5428 members 
Mstep: Class 21 contains 3166 members 
Mstep: Class 22 contains 19970 members 
Mstep: Class 23 contains 29222 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4360 members 
Mstep: Class 26 contains 10838 members 
Mstep: Class 27 contains 4182 members 
Mstep: Class 28 contains 945 members 
Mstep: Class 29 contains 2810 members 
Mstep: Class 30 contains 1108 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 2221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959928.000000 Penalty: 71703.882812
Iteration 121Q: 34 clusters Score -6.595993e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 21325 members 
Mstep: Class 3 contains 172074 members 
Mstep: Class 4 contains 29070 members 
Mstep: Class 5 contains 24090 members 
Mstep: Class 6 contains 12143 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 5806 members 
Mstep: Class 10 contains 3634 members 
Mstep: Class 11 contains 32356 members 
Mstep: Class 12 contains 13001 members 
Mstep: Class 13 contains 42754 members 
Mstep: Class 14 contains 18369 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 127595 members 
Mstep: Class 17 contains 17504 members 
Mstep: Class 18 contains 20578 members 
Mstep: Class 19 contains 3307 members 
Mstep: Class 20 contains 5427 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 19973 members 
Mstep: Class 23 contains 29220 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4373 members 
Mstep: Class 26 contains 10847 members 
Mstep: Class 27 contains 4181 members 
Mstep: Class 28 contains 945 members 
Mstep: Class 29 contains 2808 members 
Mstep: Class 30 contains 1127 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 2232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959960.000000 Penalty: 71703.882812
Iteration 122Q: 34 clusters Score -6.595996e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 21322 members 
Mstep: Class 3 contains 172079 members 
Mstep: Class 4 contains 29083 members 
Mstep: Class 5 contains 24093 members 
Mstep: Class 6 contains 12142 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 2349 members 
Mstep: Class 9 contains 5806 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 32353 members 
Mstep: Class 12 contains 12982 members 
Mstep: Class 13 contains 42741 members 
Mstep: Class 14 contains 18365 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 127592 members 
Mstep: Class 17 contains 17502 members 
Mstep: Class 18 contains 20579 members 
Mstep: Class 19 contains 3293 members 
Mstep: Class 20 contains 5428 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 19973 members 
Mstep: Class 23 contains 29220 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4389 members 
Mstep: Class 26 contains 10852 members 
Mstep: Class 27 contains 4181 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2806 members 
Mstep: Class 30 contains 1148 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 2233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959904.000000 Penalty: 71703.882812
Iteration 123Q: 34 clusters Score -6.59599e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 21317 members 
Mstep: Class 3 contains 172079 members 
Mstep: Class 4 contains 29094 members 
Mstep: Class 5 contains 24095 members 
Mstep: Class 6 contains 12143 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 2343 members 
Mstep: Class 9 contains 5805 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 32349 members 
Mstep: Class 12 contains 12959 members 
Mstep: Class 13 contains 42725 members 
Mstep: Class 14 contains 18381 members 
Mstep: Class 15 contains 2504 members 
Mstep: Class 16 contains 127595 members 
Mstep: Class 17 contains 17500 members 
Mstep: Class 18 contains 20578 members 
Mstep: Class 19 contains 3286 members 
Mstep: Class 20 contains 5428 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 19976 members 
Mstep: Class 23 contains 29218 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4412 members 
Mstep: Class 26 contains 10853 members 
Mstep: Class 27 contains 4183 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2802 members 
Mstep: Class 30 contains 1164 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 2233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960012.000000 Penalty: 71703.882812
Iteration 124Q: 34 clusters Score -6.596001e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 21316 members 
Mstep: Class 3 contains 172085 members 
Mstep: Class 4 contains 29103 members 
Mstep: Class 5 contains 24096 members 
Mstep: Class 6 contains 12142 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 2337 members 
Mstep: Class 9 contains 5805 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 32344 members 
Mstep: Class 12 contains 12944 members 
Mstep: Class 13 contains 42708 members 
Mstep: Class 14 contains 18383 members 
Mstep: Class 15 contains 2498 members 
Mstep: Class 16 contains 127595 members 
Mstep: Class 17 contains 17501 members 
Mstep: Class 18 contains 20579 members 
Mstep: Class 19 contains 3281 members 
Mstep: Class 20 contains 5428 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 19980 members 
Mstep: Class 23 contains 29218 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4424 members 
Mstep: Class 26 contains 10855 members 
Mstep: Class 27 contains 4186 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2799 members 
Mstep: Class 30 contains 1178 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 2234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960024.000000 Penalty: 71703.882812
Iteration 125Q: 34 clusters Score -6.596002e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 21316 members 
Mstep: Class 3 contains 172093 members 
Mstep: Class 4 contains 29105 members 
Mstep: Class 5 contains 24097 members 
Mstep: Class 6 contains 12141 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 5805 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 32343 members 
Mstep: Class 12 contains 12934 members 
Mstep: Class 13 contains 42697 members 
Mstep: Class 14 contains 18383 members 
Mstep: Class 15 contains 2497 members 
Mstep: Class 16 contains 127596 members 
Mstep: Class 17 contains 17501 members 
Mstep: Class 18 contains 20581 members 
Mstep: Class 19 contains 3278 members 
Mstep: Class 20 contains 5425 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 19982 members 
Mstep: Class 23 contains 29219 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4432 members 
Mstep: Class 26 contains 10854 members 
Mstep: Class 27 contains 4190 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2796 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 2234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960068.000000 Penalty: 71703.882812
Iteration 126Q: 34 clusters Score -6.596007e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 21314 members 
Mstep: Class 3 contains 172103 members 
Mstep: Class 4 contains 29110 members 
Mstep: Class 5 contains 24099 members 
Mstep: Class 6 contains 12141 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 2331 members 
Mstep: Class 9 contains 5805 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 32337 members 
Mstep: Class 12 contains 12929 members 
Mstep: Class 13 contains 42686 members 
Mstep: Class 14 contains 18380 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 127598 members 
Mstep: Class 17 contains 17501 members 
Mstep: Class 18 contains 20584 members 
Mstep: Class 19 contains 3276 members 
Mstep: Class 20 contains 5423 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 19982 members 
Mstep: Class 23 contains 29220 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 10852 members 
Mstep: Class 27 contains 4191 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2794 members 
Mstep: Class 30 contains 1193 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 2235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960088.000000 Penalty: 71703.882812
Iteration 127Q: 34 clusters Score -6.596009e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 21314 members 
Mstep: Class 3 contains 172108 members 
Mstep: Class 4 contains 29114 members 
Mstep: Class 5 contains 24098 members 
Mstep: Class 6 contains 12140 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 2331 members 
Mstep: Class 9 contains 5805 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 32339 members 
Mstep: Class 12 contains 12923 members 
Mstep: Class 13 contains 42681 members 
Mstep: Class 14 contains 18383 members 
Mstep: Class 15 contains 2493 members 
Mstep: Class 16 contains 127596 members 
Mstep: Class 17 contains 17498 members 
Mstep: Class 18 contains 20584 members 
Mstep: Class 19 contains 3274 members 
Mstep: Class 20 contains 5422 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 19982 members 
Mstep: Class 23 contains 29219 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 10853 members 
Mstep: Class 27 contains 4192 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2791 members 
Mstep: Class 30 contains 1197 members 
Mstep: Class 31 contains 1264 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 2236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960064.000000 Penalty: 71703.882812
Iteration 128Q: 34 clusters Score -6.596006e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 21313 members 
Mstep: Class 3 contains 172119 members 
Mstep: Class 4 contains 29111 members 
Mstep: Class 5 contains 24098 members 
Mstep: Class 6 contains 12140 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 5805 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 32339 members 
Mstep: Class 12 contains 12918 members 
Mstep: Class 13 contains 42671 members 
Mstep: Class 14 contains 18388 members 
Mstep: Class 15 contains 2492 members 
Mstep: Class 16 contains 127597 members 
Mstep: Class 17 contains 17496 members 
Mstep: Class 18 contains 20587 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 5420 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 19982 members 
Mstep: Class 23 contains 29219 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4440 members 
Mstep: Class 26 contains 10852 members 
Mstep: Class 27 contains 4193 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2789 members 
Mstep: Class 30 contains 1197 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960084.000000 Penalty: 71703.882812
Iteration 129Q: 34 clusters Score -6.596008e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 21313 members 
Mstep: Class 3 contains 172129 members 
Mstep: Class 4 contains 29105 members 
Mstep: Class 5 contains 24099 members 
Mstep: Class 6 contains 12139 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 2331 members 
Mstep: Class 9 contains 5805 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 32343 members 
Mstep: Class 12 contains 12916 members 
Mstep: Class 13 contains 42673 members 
Mstep: Class 14 contains 18391 members 
Mstep: Class 15 contains 2491 members 
Mstep: Class 16 contains 127594 members 
Mstep: Class 17 contains 17492 members 
Mstep: Class 18 contains 20588 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 5420 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 19982 members 
Mstep: Class 23 contains 29218 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4443 members 
Mstep: Class 26 contains 10852 members 
Mstep: Class 27 contains 4192 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2782 members 
Mstep: Class 30 contains 1197 members 
Mstep: Class 31 contains 1268 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960100.000000 Penalty: 71703.882812
Iteration 130Q: 34 clusters Score -6.59601e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 21310 members 
Mstep: Class 3 contains 172141 members 
Mstep: Class 4 contains 29101 members 
Mstep: Class 5 contains 24098 members 
Mstep: Class 6 contains 12139 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 2329 members 
Mstep: Class 9 contains 5805 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 32344 members 
Mstep: Class 12 contains 12912 members 
Mstep: Class 13 contains 42668 members 
Mstep: Class 14 contains 18396 members 
Mstep: Class 15 contains 2491 members 
Mstep: Class 16 contains 127593 members 
Mstep: Class 17 contains 17490 members 
Mstep: Class 18 contains 20589 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 5420 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 19984 members 
Mstep: Class 23 contains 29217 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4448 members 
Mstep: Class 26 contains 10850 members 
Mstep: Class 27 contains 4192 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2778 members 
Mstep: Class 30 contains 1198 members 
Mstep: Class 31 contains 1269 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960088.000000 Penalty: 71703.882812
Iteration 131Q: 34 clusters Score -6.596009e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 21309 members 
Mstep: Class 3 contains 172155 members 
Mstep: Class 4 contains 29097 members 
Mstep: Class 5 contains 24098 members 
Mstep: Class 6 contains 12139 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 5804 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 32347 members 
Mstep: Class 12 contains 12909 members 
Mstep: Class 13 contains 42661 members 
Mstep: Class 14 contains 18398 members 
Mstep: Class 15 contains 2491 members 
Mstep: Class 16 contains 127590 members 
Mstep: Class 17 contains 17490 members 
Mstep: Class 18 contains 20589 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 5420 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 19983 members 
Mstep: Class 23 contains 29216 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4453 members 
Mstep: Class 26 contains 10850 members 
Mstep: Class 27 contains 4192 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2777 members 
Mstep: Class 30 contains 1198 members 
Mstep: Class 31 contains 1271 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960096.000000 Penalty: 71703.882812
Iteration 132Q: 34 clusters Score -6.59601e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 21309 members 
Mstep: Class 3 contains 172165 members 
Mstep: Class 4 contains 29092 members 
Mstep: Class 5 contains 24099 members 
Mstep: Class 6 contains 12139 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 5804 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 32343 members 
Mstep: Class 12 contains 12906 members 
Mstep: Class 13 contains 42653 members 
Mstep: Class 14 contains 18402 members 
Mstep: Class 15 contains 2491 members 
Mstep: Class 16 contains 127597 members 
Mstep: Class 17 contains 17490 members 
Mstep: Class 18 contains 20589 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 5420 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 19982 members 
Mstep: Class 23 contains 29216 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4458 members 
Mstep: Class 26 contains 10849 members 
Mstep: Class 27 contains 4192 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2775 members 
Mstep: Class 30 contains 1198 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960104.000000 Penalty: 71703.882812
Iteration 133Q: 34 clusters Score -6.59601e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 21310 members 
Mstep: Class 3 contains 172170 members 
Mstep: Class 4 contains 29094 members 
Mstep: Class 5 contains 24099 members 
Mstep: Class 6 contains 12140 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 2325 members 
Mstep: Class 9 contains 5804 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 32346 members 
Mstep: Class 12 contains 12904 members 
Mstep: Class 13 contains 42645 members 
Mstep: Class 14 contains 18405 members 
Mstep: Class 15 contains 2491 members 
Mstep: Class 16 contains 127596 members 
Mstep: Class 17 contains 17492 members 
Mstep: Class 18 contains 20589 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 5420 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 19983 members 
Mstep: Class 23 contains 29216 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4460 members 
Mstep: Class 26 contains 10849 members 
Mstep: Class 27 contains 4191 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2773 members 
Mstep: Class 30 contains 1198 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960156.000000 Penalty: 71703.882812
Iteration 134Q: 34 clusters Score -6.596016e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 21310 members 
Mstep: Class 3 contains 172173 members 
Mstep: Class 4 contains 29098 members 
Mstep: Class 5 contains 24098 members 
Mstep: Class 6 contains 12140 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 5804 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 32343 members 
Mstep: Class 12 contains 12899 members 
Mstep: Class 13 contains 42640 members 
Mstep: Class 14 contains 18410 members 
Mstep: Class 15 contains 2490 members 
Mstep: Class 16 contains 127599 members 
Mstep: Class 17 contains 17494 members 
Mstep: Class 18 contains 20589 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 5420 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 19982 members 
Mstep: Class 23 contains 29216 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4465 members 
Mstep: Class 26 contains 10847 members 
Mstep: Class 27 contains 4191 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2772 members 
Mstep: Class 30 contains 1198 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960092.000000 Penalty: 71703.882812
Iteration 135Q: 34 clusters Score -6.596009e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 21312 members 
Mstep: Class 3 contains 172179 members 
Mstep: Class 4 contains 29101 members 
Mstep: Class 5 contains 24100 members 
Mstep: Class 6 contains 12140 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 2323 members 
Mstep: Class 9 contains 5804 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 32341 members 
Mstep: Class 12 contains 12896 members 
Mstep: Class 13 contains 42630 members 
Mstep: Class 14 contains 18415 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 127599 members 
Mstep: Class 17 contains 17494 members 
Mstep: Class 18 contains 20588 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 5420 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 19982 members 
Mstep: Class 23 contains 29216 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4470 members 
Mstep: Class 26 contains 10845 members 
Mstep: Class 27 contains 4192 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2771 members 
Mstep: Class 30 contains 1198 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960064.000000 Penalty: 71703.882812
Iteration 136Q: 34 clusters Score -6.596006e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 21308 members 
Mstep: Class 3 contains 172180 members 
Mstep: Class 4 contains 29107 members 
Mstep: Class 5 contains 24098 members 
Mstep: Class 6 contains 12140 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 2321 members 
Mstep: Class 9 contains 5804 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 32341 members 
Mstep: Class 12 contains 12894 members 
Mstep: Class 13 contains 42628 members 
Mstep: Class 14 contains 18416 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 127601 members 
Mstep: Class 17 contains 17495 members 
Mstep: Class 18 contains 20589 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 5419 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 19981 members 
Mstep: Class 23 contains 29216 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4476 members 
Mstep: Class 26 contains 10844 members 
Mstep: Class 27 contains 4192 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2769 members 
Mstep: Class 30 contains 1198 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960008.000000 Penalty: 71703.882812
Iteration 137Q: 34 clusters Score -6.596001e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 21305 members 
Mstep: Class 3 contains 172186 members 
Mstep: Class 4 contains 29107 members 
Mstep: Class 5 contains 24098 members 
Mstep: Class 6 contains 12140 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 2319 members 
Mstep: Class 9 contains 5804 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 32342 members 
Mstep: Class 12 contains 12894 members 
Mstep: Class 13 contains 42628 members 
Mstep: Class 14 contains 18413 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 127601 members 
Mstep: Class 17 contains 17495 members 
Mstep: Class 18 contains 20590 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 5417 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 19981 members 
Mstep: Class 23 contains 29216 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4480 members 
Mstep: Class 26 contains 10844 members 
Mstep: Class 27 contains 4192 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2768 members 
Mstep: Class 30 contains 1198 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960016.000000 Penalty: 71703.882812
Iteration 138Q: 34 clusters Score -6.596002e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 21300 members 
Mstep: Class 3 contains 172188 members 
Mstep: Class 4 contains 29115 members 
Mstep: Class 5 contains 24100 members 
Mstep: Class 6 contains 12140 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 2319 members 
Mstep: Class 9 contains 5804 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 32342 members 
Mstep: Class 12 contains 12894 members 
Mstep: Class 13 contains 42625 members 
Mstep: Class 14 contains 18409 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 127603 members 
Mstep: Class 17 contains 17495 members 
Mstep: Class 18 contains 20589 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 5416 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 19981 members 
Mstep: Class 23 contains 29216 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4481 members 
Mstep: Class 26 contains 10844 members 
Mstep: Class 27 contains 4192 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2767 members 
Mstep: Class 30 contains 1198 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960028.000000 Penalty: 71703.882812
Iteration 139Q: 34 clusters Score -6.596003e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 21301 members 
Mstep: Class 3 contains 172188 members 
Mstep: Class 4 contains 29119 members 
Mstep: Class 5 contains 24101 members 
Mstep: Class 6 contains 12140 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 2319 members 
Mstep: Class 9 contains 5804 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 32343 members 
Mstep: Class 12 contains 12894 members 
Mstep: Class 13 contains 42624 members 
Mstep: Class 14 contains 18407 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 127603 members 
Mstep: Class 17 contains 17495 members 
Mstep: Class 18 contains 20590 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 5414 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 19980 members 
Mstep: Class 23 contains 29218 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4481 members 
Mstep: Class 26 contains 10844 members 
Mstep: Class 27 contains 4192 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2767 members 
Mstep: Class 30 contains 1198 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960100.000000 Penalty: 71703.882812
Iteration 140F: 34 clusters Score -6.59601e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 21300 members 
Mstep: Class 3 contains 172189 members 
Mstep: Class 4 contains 29119 members 
Mstep: Class 5 contains 24101 members 
Mstep: Class 6 contains 12140 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 2319 members 
Mstep: Class 9 contains 5804 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 32341 members 
Mstep: Class 12 contains 12894 members 
Mstep: Class 13 contains 42625 members 
Mstep: Class 14 contains 18408 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 127604 members 
Mstep: Class 17 contains 17495 members 
Mstep: Class 18 contains 20591 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 5411 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 19979 members 
Mstep: Class 23 contains 29219 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4482 members 
Mstep: Class 26 contains 10844 members 
Mstep: Class 27 contains 4192 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2767 members 
Mstep: Class 30 contains 1198 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960108.000000 Penalty: 71703.882812
Iteration 141Q: 34 clusters Score -6.596011e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 21299 members 
Mstep: Class 3 contains 172190 members 
Mstep: Class 4 contains 29120 members 
Mstep: Class 5 contains 24102 members 
Mstep: Class 6 contains 12141 members 
Mstep: Class 7 contains 295 members 
Mstep: Class 8 contains 2319 members 
Mstep: Class 9 contains 5804 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 32340 members 
Mstep: Class 12 contains 12894 members 
Mstep: Class 13 contains 42626 members 
Mstep: Class 14 contains 18408 members 
Mstep: Class 15 contains 2488 members 
Mstep: Class 16 contains 127603 members 
Mstep: Class 17 contains 17494 members 
Mstep: Class 18 contains 20593 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 5410 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 19979 members 
Mstep: Class 23 contains 29219 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4482 members 
Mstep: Class 26 contains 10844 members 
Mstep: Class 27 contains 4192 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2766 members 
Mstep: Class 30 contains 1198 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960092.000000 Penalty: 71703.882812
Iteration 142Q: 34 clusters Score -6.596009e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 21299 members 
Mstep: Class 3 contains 172192 members 
Mstep: Class 4 contains 29120 members 
Mstep: Class 5 contains 24104 members 
Mstep: Class 6 contains 12141 members 
Mstep: Class 7 contains 295 members 
Mstep: Class 8 contains 2319 members 
Mstep: Class 9 contains 5804 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 32339 members 
Mstep: Class 12 contains 12894 members 
Mstep: Class 13 contains 42627 members 
Mstep: Class 14 contains 18407 members 
Mstep: Class 15 contains 2487 members 
Mstep: Class 16 contains 127604 members 
Mstep: Class 17 contains 17490 members 
Mstep: Class 18 contains 20594 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 5409 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 19979 members 
Mstep: Class 23 contains 29218 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4483 members 
Mstep: Class 26 contains 10844 members 
Mstep: Class 27 contains 4192 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2766 members 
Mstep: Class 30 contains 1198 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960060.000000 Penalty: 71703.882812
Iteration 143Q: 34 clusters Score -6.596006e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 21299 members 
Mstep: Class 3 contains 172192 members 
Mstep: Class 4 contains 29121 members 
Mstep: Class 5 contains 24105 members 
Mstep: Class 6 contains 12142 members 
Mstep: Class 7 contains 295 members 
Mstep: Class 8 contains 2319 members 
Mstep: Class 9 contains 5804 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 32338 members 
Mstep: Class 12 contains 12894 members 
Mstep: Class 13 contains 42627 members 
Mstep: Class 14 contains 18405 members 
Mstep: Class 15 contains 2487 members 
Mstep: Class 16 contains 127603 members 
Mstep: Class 17 contains 17489 members 
Mstep: Class 18 contains 20596 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 5407 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 19979 members 
Mstep: Class 23 contains 29218 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4484 members 
Mstep: Class 26 contains 10844 members 
Mstep: Class 27 contains 4192 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2766 members 
Mstep: Class 30 contains 1198 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960088.000000 Penalty: 71703.882812
Iteration 144Q: 34 clusters Score -6.596009e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 21299 members 
Mstep: Class 3 contains 172197 members 
Mstep: Class 4 contains 29121 members 
Mstep: Class 5 contains 24105 members 
Mstep: Class 6 contains 12142 members 
Mstep: Class 7 contains 295 members 
Mstep: Class 8 contains 2319 members 
Mstep: Class 9 contains 5804 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 32336 members 
Mstep: Class 12 contains 12893 members 
Mstep: Class 13 contains 42625 members 
Mstep: Class 14 contains 18404 members 
Mstep: Class 15 contains 2487 members 
Mstep: Class 16 contains 127602 members 
Mstep: Class 17 contains 17486 members 
Mstep: Class 18 contains 20597 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 5408 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 19979 members 
Mstep: Class 23 contains 29217 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4487 members 
Mstep: Class 26 contains 10844 members 
Mstep: Class 27 contains 4192 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2766 members 
Mstep: Class 30 contains 1198 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960096.000000 Penalty: 71703.882812
Iteration 145Q: 34 clusters Score -6.59601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 21301 members 
Mstep: Class 3 contains 172198 members 
Mstep: Class 4 contains 29121 members 
Mstep: Class 5 contains 24105 members 
Mstep: Class 6 contains 12142 members 
Mstep: Class 7 contains 295 members 
Mstep: Class 8 contains 2319 members 
Mstep: Class 9 contains 5804 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 32335 members 
Mstep: Class 12 contains 12892 members 
Mstep: Class 13 contains 42623 members 
Mstep: Class 14 contains 18404 members 
Mstep: Class 15 contains 2487 members 
Mstep: Class 16 contains 127602 members 
Mstep: Class 17 contains 17485 members 
Mstep: Class 18 contains 20598 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 5407 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 19979 members 
Mstep: Class 23 contains 29217 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4488 members 
Mstep: Class 26 contains 10845 members 
Mstep: Class 27 contains 4192 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2766 members 
Mstep: Class 30 contains 1198 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960092.000000 Penalty: 71703.882812
Iteration 146Q: 34 clusters Score -6.596009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 21302 members 
Mstep: Class 3 contains 172199 members 
Mstep: Class 4 contains 29121 members 
Mstep: Class 5 contains 24105 members 
Mstep: Class 6 contains 12142 members 
Mstep: Class 7 contains 295 members 
Mstep: Class 8 contains 2319 members 
Mstep: Class 9 contains 5804 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 32333 members 
Mstep: Class 12 contains 12893 members 
Mstep: Class 13 contains 42622 members 
Mstep: Class 14 contains 18405 members 
Mstep: Class 15 contains 2487 members 
Mstep: Class 16 contains 127605 members 
Mstep: Class 17 contains 17484 members 
Mstep: Class 18 contains 20598 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 5405 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 19978 members 
Mstep: Class 23 contains 29217 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4488 members 
Mstep: Class 26 contains 10845 members 
Mstep: Class 27 contains 4192 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2766 members 
Mstep: Class 30 contains 1198 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960132.000000 Penalty: 71703.882812
Iteration 147Q: 34 clusters Score -6.596013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 21302 members 
Mstep: Class 3 contains 172199 members 
Mstep: Class 4 contains 29122 members 
Mstep: Class 5 contains 24105 members 
Mstep: Class 6 contains 12142 members 
Mstep: Class 7 contains 295 members 
Mstep: Class 8 contains 2319 members 
Mstep: Class 9 contains 5804 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 32331 members 
Mstep: Class 12 contains 12894 members 
Mstep: Class 13 contains 42621 members 
Mstep: Class 14 contains 18407 members 
Mstep: Class 15 contains 2487 members 
Mstep: Class 16 contains 127606 members 
Mstep: Class 17 contains 17484 members 
Mstep: Class 18 contains 20598 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 5405 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 19977 members 
Mstep: Class 23 contains 29217 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4488 members 
Mstep: Class 26 contains 10845 members 
Mstep: Class 27 contains 4192 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2766 members 
Mstep: Class 30 contains 1198 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 2236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960128.000000 Penalty: 71703.882812
Iteration 148Q: 34 clusters Score -6.596013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 21302 members 
Mstep: Class 3 contains 172200 members 
Mstep: Class 4 contains 29121 members 
Mstep: Class 5 contains 24106 members 
Mstep: Class 6 contains 12142 members 
Mstep: Class 7 contains 295 members 
Mstep: Class 8 contains 2319 members 
Mstep: Class 9 contains 5804 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 32332 members 
Mstep: Class 12 contains 12895 members 
Mstep: Class 13 contains 42621 members 
Mstep: Class 14 contains 18407 members 
Mstep: Class 15 contains 2487 members 
Mstep: Class 16 contains 127605 members 
Mstep: Class 17 contains 17484 members 
Mstep: Class 18 contains 20598 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 5405 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 19977 members 
Mstep: Class 23 contains 29217 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4488 members 
Mstep: Class 26 contains 10844 members 
Mstep: Class 27 contains 4192 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2766 members 
Mstep: Class 30 contains 1198 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 2236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960092.000000 Penalty: 71703.882812
Iteration 149Q: 34 clusters Score -6.596009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 21302 members 
Mstep: Class 3 contains 172200 members 
Mstep: Class 4 contains 29121 members 
Mstep: Class 5 contains 24106 members 
Mstep: Class 6 contains 12141 members 
Mstep: Class 7 contains 295 members 
Mstep: Class 8 contains 2319 members 
Mstep: Class 9 contains 5804 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 32333 members 
Mstep: Class 12 contains 12895 members 
Mstep: Class 13 contains 42621 members 
Mstep: Class 14 contains 18408 members 
Mstep: Class 15 contains 2487 members 
Mstep: Class 16 contains 127605 members 
Mstep: Class 17 contains 17484 members 
Mstep: Class 18 contains 20598 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 5405 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 19977 members 
Mstep: Class 23 contains 29217 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4488 members 
Mstep: Class 26 contains 10844 members 
Mstep: Class 27 contains 4192 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2766 members 
Mstep: Class 30 contains 1198 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 2236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960096.000000 Penalty: 71703.882812
Iteration 150Q: 34 clusters Score -6.59601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 21302 members 
Mstep: Class 3 contains 172200 members 
Mstep: Class 4 contains 29121 members 
Mstep: Class 5 contains 24106 members 
Mstep: Class 6 contains 12142 members 
Mstep: Class 7 contains 295 members 
Mstep: Class 8 contains 2319 members 
Mstep: Class 9 contains 5804 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 32333 members 
Mstep: Class 12 contains 12895 members 
Mstep: Class 13 contains 42621 members 
Mstep: Class 14 contains 18408 members 
Mstep: Class 15 contains 2487 members 
Mstep: Class 16 contains 127605 members 
Mstep: Class 17 contains 17484 members 
Mstep: Class 18 contains 20598 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 5405 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 19977 members 
Mstep: Class 23 contains 29217 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4487 members 
Mstep: Class 26 contains 10844 members 
Mstep: Class 27 contains 4192 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2766 members 
Mstep: Class 30 contains 1198 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 2236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960096.000000 Penalty: 71703.882812
Iteration 151Q: 34 clusters Score -6.59601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 21302 members 
Mstep: Class 3 contains 172200 members 
Mstep: Class 4 contains 29121 members 
Mstep: Class 5 contains 24106 members 
Mstep: Class 6 contains 12142 members 
Mstep: Class 7 contains 295 members 
Mstep: Class 8 contains 2319 members 
Mstep: Class 9 contains 5804 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 32333 members 
Mstep: Class 12 contains 12895 members 
Mstep: Class 13 contains 42621 members 
Mstep: Class 14 contains 18408 members 
Mstep: Class 15 contains 2487 members 
Mstep: Class 16 contains 127605 members 
Mstep: Class 17 contains 17484 members 
Mstep: Class 18 contains 20598 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 5405 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 19977 members 
Mstep: Class 23 contains 29217 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4487 members 
Mstep: Class 26 contains 10844 members 
Mstep: Class 27 contains 4192 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2766 members 
Mstep: Class 30 contains 1198 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 2236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960096.000000 Penalty: 71703.882812
Iteration 152F: 34 clusters Score -6.59601e+07 nChanged 0
Entering ConstructFrom: 
Score: -65960096.000000 Penalty: 71703.882812
Entering ConstructFrom: 
Trying to split cluster 1 (6350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Entering Unmasked Estep 
Score: -675332.937500 Penalty: 1422.884155
	Iteration 0F: 2 clusters Score -675332.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -670497.750000 Penalty: 2845.768311
	Iteration 0F: 3 clusters Score -670497.8 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -671859.437500 Penalty: 2845.768311
	Iteration 1F: 3 clusters Score -671859.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -672065.500000 Penalty: 2845.768311
	Iteration 2F: 3 clusters Score -672065.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -672224.125000 Penalty: 2845.768311
	Iteration 3F: 3 clusters Score -672224.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -672357.375000 Penalty: 2845.768311
	Iteration 4Q: 3 clusters Score -672357.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -672483.937500 Penalty: 2845.768311
	Iteration 5Q: 3 clusters Score -672483.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -672611.687500 Penalty: 2845.768311
	Iteration 6Q: 3 clusters Score -672611.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -672774.750000 Penalty: 2845.768311
	Iteration 7Q: 3 clusters Score -672774.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -672967.687500 Penalty: 2845.768311
	Iteration 8Q: 3 clusters Score -672967.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -673167.812500 Penalty: 2845.768311
	Iteration 9Q: 3 clusters Score -673167.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -673365.187500 Penalty: 2845.768311
	Iteration 10Q: 3 clusters Score -673365.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -673580.187500 Penalty: 2845.768311
	Iteration 11Q: 3 clusters Score -673580.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -673740.000000 Penalty: 2845.768311
	Iteration 12Q: 3 clusters Score -673740 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -673860.312500 Penalty: 2845.768311
	Iteration 13Q: 3 clusters Score -673860.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -673939.187500 Penalty: 2845.768311
	Iteration 14Q: 3 clusters Score -673939.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -673984.312500 Penalty: 2845.768311
	Iteration 15Q: 3 clusters Score -673984.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -674020.187500 Penalty: 2845.768311
	Iteration 16Q: 3 clusters Score -674020.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -674050.500000 Penalty: 2845.768311
	Iteration 17Q: 3 clusters Score -674050.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -674072.250000 Penalty: 2845.768311
	Iteration 18Q: 3 clusters Score -674072.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -674082.250000 Penalty: 2845.768311
	Iteration 19Q: 3 clusters Score -674082.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -674092.875000 Penalty: 2845.768311
	Iteration 20F: 3 clusters Score -674092.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -674103.187500 Penalty: 2845.768311
	Iteration 21Q: 3 clusters Score -674103.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -674115.375000 Penalty: 2845.768311
	Iteration 22Q: 3 clusters Score -674115.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -674117.375000 Penalty: 2845.768311
	Iteration 23Q: 3 clusters Score -674117.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -674123.437500 Penalty: 2845.768311
	Iteration 24Q: 3 clusters Score -674123.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -674128.000000 Penalty: 2845.768311
	Iteration 25Q: 3 clusters Score -674128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -674129.250000 Penalty: 2845.768311
	Iteration 26Q: 3 clusters Score -674129.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -674131.125000 Penalty: 2845.768311
	Iteration 27Q: 3 clusters Score -674131.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -674133.500000 Penalty: 2845.768311
	Iteration 28Q: 3 clusters Score -674133.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -674138.937500 Penalty: 2845.768311
	Iteration 29Q: 3 clusters Score -674138.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -674139.375000 Penalty: 2845.768311
	Iteration 30Q: 3 clusters Score -674139.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -674140.750000 Penalty: 2845.768311
	Iteration 31Q: 3 clusters Score -674140.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -674143.687500 Penalty: 2845.768311
	Iteration 32Q: 3 clusters Score -674143.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -674143.625000 Penalty: 2845.768311
	Iteration 33Q: 3 clusters Score -674143.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -674144.562500 Penalty: 2845.768311
	Iteration 34Q: 3 clusters Score -674144.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -674145.437500 Penalty: 2845.768311
	Iteration 35Q: 3 clusters Score -674145.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -674145.750000 Penalty: 2845.768311
	Iteration 36Q: 3 clusters Score -674145.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -674145.937500 Penalty: 2845.768311
	Iteration 37Q: 3 clusters Score -674145.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -674146.062500 Penalty: 2845.768311
	Iteration 38Q: 3 clusters Score -674146.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -674147.562500 Penalty: 2845.768311
	Iteration 39Q: 3 clusters Score -674147.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -674147.562500 Penalty: 2845.768311
	Iteration 40F: 3 clusters Score -674147.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Entering Unmasked Estep 
Score: -2231745.000000 Penalty: 1619.565430
	Iteration 0F: 2 clusters Score -2231745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2217170.000000 Penalty: 3239.130859
	Iteration 0F: 3 clusters Score -2217170 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2222625.000000 Penalty: 3239.130859
	Iteration 1F: 3 clusters Score -2222625 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2222991.000000 Penalty: 3239.130859
	Iteration 2Q: 3 clusters Score -2222991 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2223308.750000 Penalty: 3239.130859
	Iteration 3Q: 3 clusters Score -2223309 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2223578.750000 Penalty: 3239.130859
	Iteration 4Q: 3 clusters Score -2223579 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2223849.000000 Penalty: 3239.130859
	Iteration 5Q: 3 clusters Score -2223849 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2224109.250000 Penalty: 3239.130859
	Iteration 6Q: 3 clusters Score -2224109 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2224359.000000 Penalty: 3239.130859
	Iteration 7Q: 3 clusters Score -2224359 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2224624.500000 Penalty: 3239.130859
	Iteration 8Q: 3 clusters Score -2224624 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2224870.750000 Penalty: 3239.130859
	Iteration 9Q: 3 clusters Score -2224871 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2225082.500000 Penalty: 3239.130859
	Iteration 10Q: 3 clusters Score -2225082 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2225274.750000 Penalty: 3239.130859
	Iteration 11Q: 3 clusters Score -2225275 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2225468.500000 Penalty: 3239.130859
	Iteration 12Q: 3 clusters Score -2225468 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2225616.750000 Penalty: 3239.130859
	Iteration 13Q: 3 clusters Score -2225617 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2225733.000000 Penalty: 3239.130859
	Iteration 14Q: 3 clusters Score -2225733 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2225848.000000 Penalty: 3239.130859
	Iteration 15Q: 3 clusters Score -2225848 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2225977.000000 Penalty: 3239.130859
	Iteration 16Q: 3 clusters Score -2225977 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2226112.750000 Penalty: 3239.130859
	Iteration 17Q: 3 clusters Score -2226113 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2226279.750000 Penalty: 3239.130859
	Iteration 18Q: 3 clusters Score -2226280 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2226464.000000 Penalty: 3239.130859
	Iteration 19Q: 3 clusters Score -2226464 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2226669.250000 Penalty: 3239.130859
	Iteration 20F: 3 clusters Score -2226669 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2226921.250000 Penalty: 3239.130859
	Iteration 21Q: 3 clusters Score -2226921 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2227213.000000 Penalty: 3239.130859
	Iteration 22Q: 3 clusters Score -2227213 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2227566.500000 Penalty: 3239.130859
	Iteration 23Q: 3 clusters Score -2227566 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2227992.750000 Penalty: 3239.130859
	Iteration 24Q: 3 clusters Score -2227993 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2228402.000000 Penalty: 3239.130859
	Iteration 25Q: 3 clusters Score -2228402 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2228825.000000 Penalty: 3239.130859
	Iteration 26Q: 3 clusters Score -2228825 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2229186.250000 Penalty: 3239.130859
	Iteration 27Q: 3 clusters Score -2229186 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2229481.500000 Penalty: 3239.130859
	Iteration 28Q: 3 clusters Score -2229482 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2229708.500000 Penalty: 3239.130859
	Iteration 29Q: 3 clusters Score -2229708 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2229905.500000 Penalty: 3239.130859
	Iteration 30Q: 3 clusters Score -2229906 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2230042.250000 Penalty: 3239.130859
	Iteration 31Q: 3 clusters Score -2230042 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2230130.250000 Penalty: 3239.130859
	Iteration 32Q: 3 clusters Score -2230130 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2230198.500000 Penalty: 3239.130859
	Iteration 33Q: 3 clusters Score -2230198 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2230256.500000 Penalty: 3239.130859
	Iteration 34Q: 3 clusters Score -2230256 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2230296.250000 Penalty: 3239.130859
	Iteration 35Q: 3 clusters Score -2230296 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2230332.750000 Penalty: 3239.130859
	Iteration 36Q: 3 clusters Score -2230333 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2230348.750000 Penalty: 3239.130859
	Iteration 37Q: 3 clusters Score -2230349 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2230369.250000 Penalty: 3239.130859
	Iteration 38Q: 3 clusters Score -2230369 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2230379.000000 Penalty: 3239.130859
	Iteration 39Q: 3 clusters Score -2230379 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2230390.750000 Penalty: 3239.130859
	Iteration 40F: 3 clusters Score -2230391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2230398.000000 Penalty: 3239.130859
	Iteration 41Q: 3 clusters Score -2230398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2230406.000000 Penalty: 3239.130859
	Iteration 42Q: 3 clusters Score -2230406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2230417.000000 Penalty: 3239.130859
	Iteration 43Q: 3 clusters Score -2230417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2230421.750000 Penalty: 3239.130859
	Iteration 44Q: 3 clusters Score -2230422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2230419.500000 Penalty: 3239.130859
	Iteration 45Q: 3 clusters Score -2230420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2230419.750000 Penalty: 3239.130859
	Iteration 46Q: 3 clusters Score -2230420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2230421.000000 Penalty: 3239.130859
	Iteration 47Q: 3 clusters Score -2230421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2230423.500000 Penalty: 3239.130859
	Iteration 48Q: 3 clusters Score -2230424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2230423.500000 Penalty: 3239.130859
	Iteration 49Q: 3 clusters Score -2230424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2230427.250000 Penalty: 3239.130859
	Iteration 50Q: 3 clusters Score -2230427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2230426.000000 Penalty: 3239.130859
	Iteration 51Q: 3 clusters Score -2230426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2230424.750000 Penalty: 3239.130859
	Iteration 52Q: 3 clusters Score -2230425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2230427.250000 Penalty: 3239.130859
	Iteration 53Q: 3 clusters Score -2230427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2230428.250000 Penalty: 3239.130859
	Iteration 54Q: 3 clusters Score -2230428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2230428.250000 Penalty: 3239.130859
	Iteration 55Q: 3 clusters Score -2230428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2230429.250000 Penalty: 3239.130859
	Iteration 56Q: 3 clusters Score -2230429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2230429.250000 Penalty: 3239.130859
	Iteration 57F: 3 clusters Score -2230429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (172200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172200 members 
Entering Unmasked Estep 
Score: -18490744.000000 Penalty: 1959.166870
	Iteration 0F: 2 clusters Score -1.849074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86335 members 
Mstep: Class 2 contains 85865 members 
Entering Unmasked Estep 
Score: -18382064.000000 Penalty: 3918.333740
	Iteration 0F: 3 clusters Score -1.838206e+07 nChanged 83354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91749 members 
Mstep: Class 2 contains 80451 members 
Entering Unmasked Estep 
Score: -18431242.000000 Penalty: 3918.333740
	Iteration 1F: 3 clusters Score -1.843124e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95351 members 
Mstep: Class 2 contains 76849 members 
Entering Unmasked Estep 
Score: -18432646.000000 Penalty: 3918.333740
	Iteration 2Q: 3 clusters Score -1.843265e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100978 members 
Mstep: Class 2 contains 71222 members 
Entering Unmasked Estep 
Score: -18434934.000000 Penalty: 3918.333740
	Iteration 3Q: 3 clusters Score -1.843493e+07 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109505 members 
Mstep: Class 2 contains 62695 members 
Entering Unmasked Estep 
Score: -18439170.000000 Penalty: 3918.333740
	Iteration 4F: 3 clusters Score -1.843917e+07 nChanged 12453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121620 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -18447396.000000 Penalty: 3918.333740
	Iteration 5F: 3 clusters Score -1.84474e+07 nChanged 15217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136715 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -18460198.000000 Penalty: 3918.333740
	Iteration 6F: 3 clusters Score -1.84602e+07 nChanged 15135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151824 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -18474066.000000 Penalty: 3918.333740
	Iteration 7F: 3 clusters Score -1.847407e+07 nChanged 11269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163087 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -18483236.000000 Penalty: 3918.333740
	Iteration 8F: 3 clusters Score -1.848324e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169033 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -18487110.000000 Penalty: 3918.333740
	Iteration 9Q: 3 clusters Score -1.848711e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171233 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -18488460.000000 Penalty: 3918.333740
	Iteration 10Q: 3 clusters Score -1.848846e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171825 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -18488796.000000 Penalty: 3918.333740
	Iteration 11Q: 3 clusters Score -1.84888e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171951 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -18488970.000000 Penalty: 3918.333740
	Iteration 12Q: 3 clusters Score -1.848897e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171988 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -18489030.000000 Penalty: 3918.333740
	Iteration 13Q: 3 clusters Score -1.848903e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171991 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -18489048.000000 Penalty: 3918.333740
	Iteration 14Q: 3 clusters Score -1.848905e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171998 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18489066.000000 Penalty: 3918.333740
	Iteration 15Q: 3 clusters Score -1.848907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171999 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18489068.000000 Penalty: 3918.333740
	Iteration 16Q: 3 clusters Score -1.848907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172003 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18489090.000000 Penalty: 3918.333740
	Iteration 17Q: 3 clusters Score -1.848909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172002 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18489108.000000 Penalty: 3918.333740
	Iteration 18Q: 3 clusters Score -1.848911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172002 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18489100.000000 Penalty: 3918.333740
	Iteration 19Q: 3 clusters Score -1.84891e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172001 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18489116.000000 Penalty: 3918.333740
	Iteration 20F: 3 clusters Score -1.848912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172003 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18489120.000000 Penalty: 3918.333740
	Iteration 21Q: 3 clusters Score -1.848912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172005 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18489130.000000 Penalty: 3918.333740
	Iteration 22Q: 3 clusters Score -1.848913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172005 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18489132.000000 Penalty: 3918.333740
	Iteration 23Q: 3 clusters Score -1.848913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172005 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18489132.000000 Penalty: 3918.333740
	Iteration 24F: 3 clusters Score -1.848913e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Entering Unmasked Estep 
Score: -3109830.500000 Penalty: 1670.372437
	Iteration 0F: 2 clusters Score -3109830 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 14433 members 
Entering Unmasked Estep 
Score: -3090165.000000 Penalty: 3340.744873
	Iteration 0F: 3 clusters Score -3090165 nChanged 13494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -3098151.000000 Penalty: 3340.744873
	Iteration 1F: 3 clusters Score -3098151 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -3099081.000000 Penalty: 3340.744873
	Iteration 2F: 3 clusters Score -3099081 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -3100157.250000 Penalty: 3340.744873
	Iteration 3F: 3 clusters Score -3100157 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -3101273.000000 Penalty: 3340.744873
	Iteration 4F: 3 clusters Score -3101273 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -3102492.500000 Penalty: 3340.744873
	Iteration 5F: 3 clusters Score -3102492 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -3103757.750000 Penalty: 3340.744873
	Iteration 6F: 3 clusters Score -3103758 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -3104798.250000 Penalty: 3340.744873
	Iteration 7F: 3 clusters Score -3104798 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -3105438.750000 Penalty: 3340.744873
	Iteration 8Q: 3 clusters Score -3105439 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -3105828.000000 Penalty: 3340.744873
	Iteration 9Q: 3 clusters Score -3105828 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -3106072.750000 Penalty: 3340.744873
	Iteration 10Q: 3 clusters Score -3106073 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -3106280.250000 Penalty: 3340.744873
	Iteration 11Q: 3 clusters Score -3106280 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -3106468.000000 Penalty: 3340.744873
	Iteration 12Q: 3 clusters Score -3106468 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -3106655.750000 Penalty: 3340.744873
	Iteration 13Q: 3 clusters Score -3106656 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -3106833.250000 Penalty: 3340.744873
	Iteration 14Q: 3 clusters Score -3106833 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -3106984.500000 Penalty: 3340.744873
	Iteration 15Q: 3 clusters Score -3106984 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -3107137.250000 Penalty: 3340.744873
	Iteration 16Q: 3 clusters Score -3107137 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -3107257.000000 Penalty: 3340.744873
	Iteration 17Q: 3 clusters Score -3107257 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -3107350.250000 Penalty: 3340.744873
	Iteration 18Q: 3 clusters Score -3107350 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -3107421.250000 Penalty: 3340.744873
	Iteration 19Q: 3 clusters Score -3107421 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -3107456.000000 Penalty: 3340.744873
	Iteration 20F: 3 clusters Score -3107456 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -3107518.750000 Penalty: 3340.744873
	Iteration 21Q: 3 clusters Score -3107519 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -3107558.500000 Penalty: 3340.744873
	Iteration 22Q: 3 clusters Score -3107558 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -3107606.000000 Penalty: 3340.744873
	Iteration 23Q: 3 clusters Score -3107606 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -3107624.500000 Penalty: 3340.744873
	Iteration 24Q: 3 clusters Score -3107624 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -3107656.250000 Penalty: 3340.744873
	Iteration 25Q: 3 clusters Score -3107656 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -3107675.250000 Penalty: 3340.744873
	Iteration 26Q: 3 clusters Score -3107675 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -3107713.000000 Penalty: 3340.744873
	Iteration 27Q: 3 clusters Score -3107713 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -3107739.500000 Penalty: 3340.744873
	Iteration 28Q: 3 clusters Score -3107740 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -3107758.250000 Penalty: 3340.744873
	Iteration 29Q: 3 clusters Score -3107758 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -3107772.750000 Penalty: 3340.744873
	Iteration 30Q: 3 clusters Score -3107773 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -3107791.250000 Penalty: 3340.744873
	Iteration 31Q: 3 clusters Score -3107791 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -3107808.250000 Penalty: 3340.744873
	Iteration 32Q: 3 clusters Score -3107808 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -3107823.250000 Penalty: 3340.744873
	Iteration 33Q: 3 clusters Score -3107823 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -3107846.750000 Penalty: 3340.744873
	Iteration 34Q: 3 clusters Score -3107847 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -3107853.000000 Penalty: 3340.744873
	Iteration 35Q: 3 clusters Score -3107853 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -3107870.250000 Penalty: 3340.744873
	Iteration 36Q: 3 clusters Score -3107870 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -3107896.000000 Penalty: 3340.744873
	Iteration 37Q: 3 clusters Score -3107896 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -3107907.250000 Penalty: 3340.744873
	Iteration 38Q: 3 clusters Score -3107907 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -3107909.750000 Penalty: 3340.744873
	Iteration 39Q: 3 clusters Score -3107910 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -3107919.500000 Penalty: 3340.744873
	Iteration 40F: 3 clusters Score -3107920 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -3107937.750000 Penalty: 3340.744873
	Iteration 41Q: 3 clusters Score -3107938 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -3107941.500000 Penalty: 3340.744873
	Iteration 42Q: 3 clusters Score -3107942 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -3107952.750000 Penalty: 3340.744873
	Iteration 43Q: 3 clusters Score -3107953 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -3107959.750000 Penalty: 3340.744873
	Iteration 44Q: 3 clusters Score -3107960 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -3107966.250000 Penalty: 3340.744873
	Iteration 45Q: 3 clusters Score -3107966 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -3107966.250000 Penalty: 3340.744873
	Iteration 46Q: 3 clusters Score -3107966 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -3107986.750000 Penalty: 3340.744873
	Iteration 47Q: 3 clusters Score -3107987 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -3107986.000000 Penalty: 3340.744873
	Iteration 48Q: 3 clusters Score -3107986 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -3107988.750000 Penalty: 3340.744873
	Iteration 49Q: 3 clusters Score -3107989 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -3108002.500000 Penalty: 3340.744873
	Iteration 50Q: 3 clusters Score -3108002 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -3108006.500000 Penalty: 3340.744873
	Iteration 51Q: 3 clusters Score -3108006 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -3108009.750000 Penalty: 3340.744873
	Iteration 52Q: 3 clusters Score -3108010 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -3108011.500000 Penalty: 3340.744873
	Iteration 53Q: 3 clusters Score -3108012 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -3108025.250000 Penalty: 3340.744873
	Iteration 54Q: 3 clusters Score -3108025 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -3108024.000000 Penalty: 3340.744873
	Iteration 55Q: 3 clusters Score -3108024 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -3108030.750000 Penalty: 3340.744873
	Iteration 56Q: 3 clusters Score -3108031 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -3108037.750000 Penalty: 3340.744873
	Iteration 57Q: 3 clusters Score -3108038 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -3108039.000000 Penalty: 3340.744873
	Iteration 58Q: 3 clusters Score -3108039 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -3108037.000000 Penalty: 3340.744873
	Iteration 59Q: 3 clusters Score -3108037 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -3108039.750000 Penalty: 3340.744873
	Iteration 60F: 3 clusters Score -3108040 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -3108039.250000 Penalty: 3340.744873
	Iteration 61Q: 3 clusters Score -3108039 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -3108047.250000 Penalty: 3340.744873
	Iteration 62Q: 3 clusters Score -3108047 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -3108054.500000 Penalty: 3340.744873
	Iteration 63Q: 3 clusters Score -3108054 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -3108058.500000 Penalty: 3340.744873
	Iteration 64Q: 3 clusters Score -3108058 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -3108058.500000 Penalty: 3340.744873
	Iteration 65Q: 3 clusters Score -3108058 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -3108069.250000 Penalty: 3340.744873
	Iteration 66Q: 3 clusters Score -3108069 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -3108087.750000 Penalty: 3340.744873
	Iteration 67Q: 3 clusters Score -3108088 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -3108082.750000 Penalty: 3340.744873
	Iteration 68Q: 3 clusters Score -3108083 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -3108090.750000 Penalty: 3340.744873
	Iteration 69Q: 3 clusters Score -3108091 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -3108107.500000 Penalty: 3340.744873
	Iteration 70Q: 3 clusters Score -3108108 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -3108116.250000 Penalty: 3340.744873
	Iteration 71Q: 3 clusters Score -3108116 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -3108129.750000 Penalty: 3340.744873
	Iteration 72Q: 3 clusters Score -3108130 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -3108142.500000 Penalty: 3340.744873
	Iteration 73Q: 3 clusters Score -3108142 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -3108144.250000 Penalty: 3340.744873
	Iteration 74Q: 3 clusters Score -3108144 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -3108146.750000 Penalty: 3340.744873
	Iteration 75Q: 3 clusters Score -3108147 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -3108153.750000 Penalty: 3340.744873
	Iteration 76Q: 3 clusters Score -3108154 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -3108172.000000 Penalty: 3340.744873
	Iteration 77Q: 3 clusters Score -3108172 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -3108177.500000 Penalty: 3340.744873
	Iteration 78Q: 3 clusters Score -3108178 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -3108186.250000 Penalty: 3340.744873
	Iteration 79Q: 3 clusters Score -3108186 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -3108200.500000 Penalty: 3340.744873
	Iteration 80F: 3 clusters Score -3108200 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -3108202.500000 Penalty: 3340.744873
	Iteration 81Q: 3 clusters Score -3108202 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -3108210.250000 Penalty: 3340.744873
	Iteration 82Q: 3 clusters Score -3108210 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -3108211.750000 Penalty: 3340.744873
	Iteration 83Q: 3 clusters Score -3108212 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -3108213.500000 Penalty: 3340.744873
	Iteration 84Q: 3 clusters Score -3108214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -3108226.500000 Penalty: 3340.744873
	Iteration 85Q: 3 clusters Score -3108226 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -3108226.250000 Penalty: 3340.744873
	Iteration 86Q: 3 clusters Score -3108226 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -3108225.000000 Penalty: 3340.744873
	Iteration 87Q: 3 clusters Score -3108225 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -3108234.000000 Penalty: 3340.744873
	Iteration 88Q: 3 clusters Score -3108234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -3108235.500000 Penalty: 3340.744873
	Iteration 89Q: 3 clusters Score -3108236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -3108234.000000 Penalty: 3340.744873
	Iteration 90Q: 3 clusters Score -3108234 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -3108231.500000 Penalty: 3340.744873
	Iteration 91Q: 3 clusters Score -3108232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -3108229.250000 Penalty: 3340.744873
	Iteration 92Q: 3 clusters Score -3108229 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -3108234.750000 Penalty: 3340.744873
	Iteration 93Q: 3 clusters Score -3108235 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -3108234.250000 Penalty: 3340.744873
	Iteration 94Q: 3 clusters Score -3108234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -3108250.750000 Penalty: 3340.744873
	Iteration 95Q: 3 clusters Score -3108251 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3108248.250000 Penalty: 3340.744873
	Iteration 96Q: 3 clusters Score -3108248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -3108254.750000 Penalty: 3340.744873
	Iteration 97Q: 3 clusters Score -3108255 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -3108257.250000 Penalty: 3340.744873
	Iteration 98Q: 3 clusters Score -3108257 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -3108275.250000 Penalty: 3340.744873
	Iteration 99Q: 3 clusters Score -3108275 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -3108281.500000 Penalty: 3340.744873
	Iteration 100F: 3 clusters Score -3108282 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -3108291.750000 Penalty: 3340.744873
	Iteration 101Q: 3 clusters Score -3108292 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -3108295.750000 Penalty: 3340.744873
	Iteration 102Q: 3 clusters Score -3108296 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -3108302.500000 Penalty: 3340.744873
	Iteration 103Q: 3 clusters Score -3108302 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -3108309.750000 Penalty: 3340.744873
	Iteration 104Q: 3 clusters Score -3108310 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -3108326.250000 Penalty: 3340.744873
	Iteration 105Q: 3 clusters Score -3108326 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -3108336.000000 Penalty: 3340.744873
	Iteration 106Q: 3 clusters Score -3108336 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -3108345.250000 Penalty: 3340.744873
	Iteration 107Q: 3 clusters Score -3108345 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -3108349.500000 Penalty: 3340.744873
	Iteration 108Q: 3 clusters Score -3108350 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -3108351.750000 Penalty: 3340.744873
	Iteration 109Q: 3 clusters Score -3108352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -3108361.500000 Penalty: 3340.744873
	Iteration 110Q: 3 clusters Score -3108362 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -3108357.250000 Penalty: 3340.744873
	Iteration 111Q: 3 clusters Score -3108357 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -3108366.500000 Penalty: 3340.744873
	Iteration 112Q: 3 clusters Score -3108366 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -3108375.500000 Penalty: 3340.744873
	Iteration 113Q: 3 clusters Score -3108376 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -3108373.000000 Penalty: 3340.744873
	Iteration 114Q: 3 clusters Score -3108373 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -3108371.250000 Penalty: 3340.744873
	Iteration 115Q: 3 clusters Score -3108371 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -3108391.750000 Penalty: 3340.744873
	Iteration 116Q: 3 clusters Score -3108392 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -3108409.250000 Penalty: 3340.744873
	Iteration 117Q: 3 clusters Score -3108409 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -3108428.250000 Penalty: 3340.744873
	Iteration 118Q: 3 clusters Score -3108428 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -3108444.250000 Penalty: 3340.744873
	Iteration 119Q: 3 clusters Score -3108444 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -3108459.250000 Penalty: 3340.744873
	Iteration 120F: 3 clusters Score -3108459 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -3108489.000000 Penalty: 3340.744873
	Iteration 121Q: 3 clusters Score -3108489 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -3108496.000000 Penalty: 3340.744873
	Iteration 122Q: 3 clusters Score -3108496 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -3108506.000000 Penalty: 3340.744873
	Iteration 123Q: 3 clusters Score -3108506 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -3108517.250000 Penalty: 3340.744873
	Iteration 124Q: 3 clusters Score -3108517 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -3108536.000000 Penalty: 3340.744873
	Iteration 125Q: 3 clusters Score -3108536 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -3108537.750000 Penalty: 3340.744873
	Iteration 126Q: 3 clusters Score -3108538 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -3108546.750000 Penalty: 3340.744873
	Iteration 127Q: 3 clusters Score -3108547 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -3108561.000000 Penalty: 3340.744873
	Iteration 128Q: 3 clusters Score -3108561 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3108563.000000 Penalty: 3340.744873
	Iteration 129Q: 3 clusters Score -3108563 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -3108587.000000 Penalty: 3340.744873
	Iteration 130Q: 3 clusters Score -3108587 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -3108591.250000 Penalty: 3340.744873
	Iteration 131Q: 3 clusters Score -3108591 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -3108616.000000 Penalty: 3340.744873
	Iteration 132Q: 3 clusters Score -3108616 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -3108632.500000 Penalty: 3340.744873
	Iteration 133Q: 3 clusters Score -3108632 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -3108629.500000 Penalty: 3340.744873
	Iteration 134Q: 3 clusters Score -3108630 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -3108659.000000 Penalty: 3340.744873
	Iteration 135Q: 3 clusters Score -3108659 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -3108667.500000 Penalty: 3340.744873
	Iteration 136Q: 3 clusters Score -3108668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -3108679.250000 Penalty: 3340.744873
	Iteration 137Q: 3 clusters Score -3108679 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -3108682.000000 Penalty: 3340.744873
	Iteration 138Q: 3 clusters Score -3108682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -3108687.000000 Penalty: 3340.744873
	Iteration 139Q: 3 clusters Score -3108687 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -3108694.500000 Penalty: 3340.744873
	Iteration 140F: 3 clusters Score -3108694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -3108698.500000 Penalty: 3340.744873
	Iteration 141Q: 3 clusters Score -3108698 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -3108707.250000 Penalty: 3340.744873
	Iteration 142Q: 3 clusters Score -3108707 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -3108713.500000 Penalty: 3340.744873
	Iteration 143Q: 3 clusters Score -3108714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -3108725.000000 Penalty: 3340.744873
	Iteration 144Q: 3 clusters Score -3108725 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -3108728.250000 Penalty: 3340.744873
	Iteration 145Q: 3 clusters Score -3108728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -3108726.000000 Penalty: 3340.744873
	Iteration 146Q: 3 clusters Score -3108726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -3108729.000000 Penalty: 3340.744873
	Iteration 147Q: 3 clusters Score -3108729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -3108734.500000 Penalty: 3340.744873
	Iteration 148Q: 3 clusters Score -3108734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -3108735.000000 Penalty: 3340.744873
	Iteration 149Q: 3 clusters Score -3108735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -3108738.000000 Penalty: 3340.744873
	Iteration 150Q: 3 clusters Score -3108738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -3108744.250000 Penalty: 3340.744873
	Iteration 151Q: 3 clusters Score -3108744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -3108751.750000 Penalty: 3340.744873
	Iteration 152Q: 3 clusters Score -3108752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -3108758.250000 Penalty: 3340.744873
	Iteration 153Q: 3 clusters Score -3108758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -3108762.250000 Penalty: 3340.744873
	Iteration 154Q: 3 clusters Score -3108762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -3108768.000000 Penalty: 3340.744873
	Iteration 155Q: 3 clusters Score -3108768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -3108770.500000 Penalty: 3340.744873
	Iteration 156Q: 3 clusters Score -3108770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -3108777.000000 Penalty: 3340.744873
	Iteration 157Q: 3 clusters Score -3108777 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -3108776.750000 Penalty: 3340.744873
	Iteration 158Q: 3 clusters Score -3108777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -3108781.750000 Penalty: 3340.744873
	Iteration 159Q: 3 clusters Score -3108782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -3108785.250000 Penalty: 3340.744873
	Iteration 160F: 3 clusters Score -3108785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -3108793.250000 Penalty: 3340.744873
	Iteration 161Q: 3 clusters Score -3108793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -3108796.750000 Penalty: 3340.744873
	Iteration 162Q: 3 clusters Score -3108797 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -3108802.000000 Penalty: 3340.744873
	Iteration 163Q: 3 clusters Score -3108802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -3108804.250000 Penalty: 3340.744873
	Iteration 164Q: 3 clusters Score -3108804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -3108807.000000 Penalty: 3340.744873
	Iteration 165Q: 3 clusters Score -3108807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -3108808.000000 Penalty: 3340.744873
	Iteration 166Q: 3 clusters Score -3108808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -3108799.500000 Penalty: 3340.744873
	Iteration 167Q: 3 clusters Score -3108800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -3108797.000000 Penalty: 3340.744873
	Iteration 168Q: 3 clusters Score -3108797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -3108804.750000 Penalty: 3340.744873
	Iteration 169Q: 3 clusters Score -3108805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -3108806.500000 Penalty: 3340.744873
	Iteration 170Q: 3 clusters Score -3108806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -3108807.250000 Penalty: 3340.744873
	Iteration 171Q: 3 clusters Score -3108807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -3108808.000000 Penalty: 3340.744873
	Iteration 172Q: 3 clusters Score -3108808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -3108812.500000 Penalty: 3340.744873
	Iteration 173Q: 3 clusters Score -3108812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -3108815.000000 Penalty: 3340.744873
	Iteration 174Q: 3 clusters Score -3108815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -3108813.000000 Penalty: 3340.744873
	Iteration 175Q: 3 clusters Score -3108813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -3108822.500000 Penalty: 3340.744873
	Iteration 176Q: 3 clusters Score -3108822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -3108820.250000 Penalty: 3340.744873
	Iteration 177Q: 3 clusters Score -3108820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -3108823.750000 Penalty: 3340.744873
	Iteration 178Q: 3 clusters Score -3108824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -3108823.250000 Penalty: 3340.744873
	Iteration 179Q: 3 clusters Score -3108823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -3108818.500000 Penalty: 3340.744873
	Iteration 180F: 3 clusters Score -3108818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -3108816.500000 Penalty: 3340.744873
	Iteration 181Q: 3 clusters Score -3108816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -3108819.500000 Penalty: 3340.744873
	Iteration 182Q: 3 clusters Score -3108820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -3108823.750000 Penalty: 3340.744873
	Iteration 183Q: 3 clusters Score -3108824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -3108821.250000 Penalty: 3340.744873
	Iteration 184Q: 3 clusters Score -3108821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -3108820.500000 Penalty: 3340.744873
	Iteration 185Q: 3 clusters Score -3108820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -3108827.250000 Penalty: 3340.744873
	Iteration 186Q: 3 clusters Score -3108827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -3108830.000000 Penalty: 3340.744873
	Iteration 187Q: 3 clusters Score -3108830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -3108828.500000 Penalty: 3340.744873
	Iteration 188Q: 3 clusters Score -3108828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -3108827.750000 Penalty: 3340.744873
	Iteration 189Q: 3 clusters Score -3108828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -3108829.250000 Penalty: 3340.744873
	Iteration 190Q: 3 clusters Score -3108829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -3108829.750000 Penalty: 3340.744873
	Iteration 191Q: 3 clusters Score -3108830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3108828.000000 Penalty: 3340.744873
	Iteration 192Q: 3 clusters Score -3108828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -3108832.250000 Penalty: 3340.744873
	Iteration 193Q: 3 clusters Score -3108832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -3108828.250000 Penalty: 3340.744873
	Iteration 194Q: 3 clusters Score -3108828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -3108831.500000 Penalty: 3340.744873
	Iteration 195Q: 3 clusters Score -3108832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -3108842.250000 Penalty: 3340.744873
	Iteration 196Q: 3 clusters Score -3108842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -3108846.500000 Penalty: 3340.744873
	Iteration 197Q: 3 clusters Score -3108846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -3108842.500000 Penalty: 3340.744873
	Iteration 198Q: 3 clusters Score -3108842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -3108847.750000 Penalty: 3340.744873
	Iteration 199Q: 3 clusters Score -3108848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -3108852.500000 Penalty: 3340.744873
	Iteration 200F: 3 clusters Score -3108852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -3108851.750000 Penalty: 3340.744873
	Iteration 201Q: 3 clusters Score -3108852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -3108851.250000 Penalty: 3340.744873
	Iteration 202Q: 3 clusters Score -3108851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -3108850.750000 Penalty: 3340.744873
	Iteration 203Q: 3 clusters Score -3108851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -3108852.500000 Penalty: 3340.744873
	Iteration 204Q: 3 clusters Score -3108852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -3108852.000000 Penalty: 3340.744873
	Iteration 205Q: 3 clusters Score -3108852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -3108854.750000 Penalty: 3340.744873
	Iteration 206Q: 3 clusters Score -3108855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -3108856.250000 Penalty: 3340.744873
	Iteration 207Q: 3 clusters Score -3108856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -3108856.000000 Penalty: 3340.744873
	Iteration 208Q: 3 clusters Score -3108856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -3108858.750000 Penalty: 3340.744873
	Iteration 209Q: 3 clusters Score -3108859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -3108855.000000 Penalty: 3340.744873
	Iteration 210Q: 3 clusters Score -3108855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -3108853.750000 Penalty: 3340.744873
	Iteration 211Q: 3 clusters Score -3108854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -3108858.250000 Penalty: 3340.744873
	Iteration 212Q: 3 clusters Score -3108858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -3108858.250000 Penalty: 3340.744873
	Iteration 213F: 3 clusters Score -3108858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Entering Unmasked Estep 
Score: -2563376.000000 Penalty: 1639.660034
	Iteration 0F: 2 clusters Score -2563376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2546996.500000 Penalty: 3279.320068
	Iteration 0F: 3 clusters Score -2546996 nChanged 11052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2553024.750000 Penalty: 3279.320068
	Iteration 1F: 3 clusters Score -2553025 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2553385.000000 Penalty: 3279.320068
	Iteration 2Q: 3 clusters Score -2553385 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2553713.750000 Penalty: 3279.320068
	Iteration 3Q: 3 clusters Score -2553714 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2553997.500000 Penalty: 3279.320068
	Iteration 4Q: 3 clusters Score -2553998 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2554257.500000 Penalty: 3279.320068
	Iteration 5Q: 3 clusters Score -2554258 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2554544.500000 Penalty: 3279.320068
	Iteration 6Q: 3 clusters Score -2554544 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2554824.000000 Penalty: 3279.320068
	Iteration 7Q: 3 clusters Score -2554824 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -2555105.250000 Penalty: 3279.320068
	Iteration 8Q: 3 clusters Score -2555105 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2555438.500000 Penalty: 3279.320068
	Iteration 9Q: 3 clusters Score -2555438 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2555816.750000 Penalty: 3279.320068
	Iteration 10Q: 3 clusters Score -2555817 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2556265.500000 Penalty: 3279.320068
	Iteration 11Q: 3 clusters Score -2556266 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2556809.250000 Penalty: 3279.320068
	Iteration 12Q: 3 clusters Score -2556809 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2557360.750000 Penalty: 3279.320068
	Iteration 13Q: 3 clusters Score -2557361 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2557826.250000 Penalty: 3279.320068
	Iteration 14Q: 3 clusters Score -2557826 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2558069.500000 Penalty: 3279.320068
	Iteration 15Q: 3 clusters Score -2558070 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2558160.000000 Penalty: 3279.320068
	Iteration 16Q: 3 clusters Score -2558160 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2558219.750000 Penalty: 3279.320068
	Iteration 17Q: 3 clusters Score -2558220 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2558261.250000 Penalty: 3279.320068
	Iteration 18Q: 3 clusters Score -2558261 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2558277.750000 Penalty: 3279.320068
	Iteration 19Q: 3 clusters Score -2558278 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2558302.000000 Penalty: 3279.320068
	Iteration 20F: 3 clusters Score -2558302 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2558329.750000 Penalty: 3279.320068
	Iteration 21Q: 3 clusters Score -2558330 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2558362.500000 Penalty: 3279.320068
	Iteration 22Q: 3 clusters Score -2558362 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2558386.000000 Penalty: 3279.320068
	Iteration 23Q: 3 clusters Score -2558386 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2558415.250000 Penalty: 3279.320068
	Iteration 24Q: 3 clusters Score -2558415 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2558439.250000 Penalty: 3279.320068
	Iteration 25Q: 3 clusters Score -2558439 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2558459.500000 Penalty: 3279.320068
	Iteration 26Q: 3 clusters Score -2558460 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2558497.750000 Penalty: 3279.320068
	Iteration 27Q: 3 clusters Score -2558498 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2558518.000000 Penalty: 3279.320068
	Iteration 28Q: 3 clusters Score -2558518 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2558530.500000 Penalty: 3279.320068
	Iteration 29Q: 3 clusters Score -2558530 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2558545.250000 Penalty: 3279.320068
	Iteration 30Q: 3 clusters Score -2558545 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2558567.000000 Penalty: 3279.320068
	Iteration 31Q: 3 clusters Score -2558567 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2558589.750000 Penalty: 3279.320068
	Iteration 32Q: 3 clusters Score -2558590 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2558616.000000 Penalty: 3279.320068
	Iteration 33Q: 3 clusters Score -2558616 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2558637.500000 Penalty: 3279.320068
	Iteration 34Q: 3 clusters Score -2558638 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -2558654.000000 Penalty: 3279.320068
	Iteration 35Q: 3 clusters Score -2558654 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2558672.750000 Penalty: 3279.320068
	Iteration 36Q: 3 clusters Score -2558673 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2558699.250000 Penalty: 3279.320068
	Iteration 37Q: 3 clusters Score -2558699 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2558714.750000 Penalty: 3279.320068
	Iteration 38Q: 3 clusters Score -2558715 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2558741.750000 Penalty: 3279.320068
	Iteration 39Q: 3 clusters Score -2558742 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2558763.250000 Penalty: 3279.320068
	Iteration 40F: 3 clusters Score -2558763 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2558788.250000 Penalty: 3279.320068
	Iteration 41Q: 3 clusters Score -2558788 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2558799.000000 Penalty: 3279.320068
	Iteration 42Q: 3 clusters Score -2558799 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2558821.500000 Penalty: 3279.320068
	Iteration 43Q: 3 clusters Score -2558822 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2558844.250000 Penalty: 3279.320068
	Iteration 44Q: 3 clusters Score -2558844 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2558869.250000 Penalty: 3279.320068
	Iteration 45Q: 3 clusters Score -2558869 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2558893.750000 Penalty: 3279.320068
	Iteration 46Q: 3 clusters Score -2558894 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2558924.750000 Penalty: 3279.320068
	Iteration 47Q: 3 clusters Score -2558925 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2558954.750000 Penalty: 3279.320068
	Iteration 48Q: 3 clusters Score -2558955 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2558987.750000 Penalty: 3279.320068
	Iteration 49Q: 3 clusters Score -2558988 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2559018.750000 Penalty: 3279.320068
	Iteration 50Q: 3 clusters Score -2559019 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2559065.500000 Penalty: 3279.320068
	Iteration 51Q: 3 clusters Score -2559066 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2559122.750000 Penalty: 3279.320068
	Iteration 52Q: 3 clusters Score -2559123 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2559181.000000 Penalty: 3279.320068
	Iteration 53Q: 3 clusters Score -2559181 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2559238.000000 Penalty: 3279.320068
	Iteration 54Q: 3 clusters Score -2559238 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2559296.250000 Penalty: 3279.320068
	Iteration 55Q: 3 clusters Score -2559296 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -2559356.000000 Penalty: 3279.320068
	Iteration 56Q: 3 clusters Score -2559356 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2559454.000000 Penalty: 3279.320068
	Iteration 57Q: 3 clusters Score -2559454 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2559551.000000 Penalty: 3279.320068
	Iteration 58Q: 3 clusters Score -2559551 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -2559649.000000 Penalty: 3279.320068
	Iteration 59Q: 3 clusters Score -2559649 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2559761.500000 Penalty: 3279.320068
	Iteration 60F: 3 clusters Score -2559762 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2559867.750000 Penalty: 3279.320068
	Iteration 61Q: 3 clusters Score -2559868 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2559972.000000 Penalty: 3279.320068
	Iteration 62Q: 3 clusters Score -2559972 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2560079.750000 Penalty: 3279.320068
	Iteration 63Q: 3 clusters Score -2560080 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2560193.500000 Penalty: 3279.320068
	Iteration 64Q: 3 clusters Score -2560194 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2560301.000000 Penalty: 3279.320068
	Iteration 65Q: 3 clusters Score -2560301 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2560416.250000 Penalty: 3279.320068
	Iteration 66Q: 3 clusters Score -2560416 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -2560527.000000 Penalty: 3279.320068
	Iteration 67Q: 3 clusters Score -2560527 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -2560619.750000 Penalty: 3279.320068
	Iteration 68Q: 3 clusters Score -2560620 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2560682.250000 Penalty: 3279.320068
	Iteration 69Q: 3 clusters Score -2560682 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -2560747.250000 Penalty: 3279.320068
	Iteration 70Q: 3 clusters Score -2560747 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2560810.750000 Penalty: 3279.320068
	Iteration 71Q: 3 clusters Score -2560811 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2560873.250000 Penalty: 3279.320068
	Iteration 72Q: 3 clusters Score -2560873 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -2560922.000000 Penalty: 3279.320068
	Iteration 73Q: 3 clusters Score -2560922 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -2560978.500000 Penalty: 3279.320068
	Iteration 74Q: 3 clusters Score -2560978 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -2561036.250000 Penalty: 3279.320068
	Iteration 75Q: 3 clusters Score -2561036 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -2561074.500000 Penalty: 3279.320068
	Iteration 76Q: 3 clusters Score -2561074 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -2561121.500000 Penalty: 3279.320068
	Iteration 77Q: 3 clusters Score -2561122 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -2561169.500000 Penalty: 3279.320068
	Iteration 78Q: 3 clusters Score -2561170 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -2561239.500000 Penalty: 3279.320068
	Iteration 79Q: 3 clusters Score -2561240 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -2561287.500000 Penalty: 3279.320068
	Iteration 80F: 3 clusters Score -2561288 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -2561368.000000 Penalty: 3279.320068
	Iteration 81Q: 3 clusters Score -2561368 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -2561469.000000 Penalty: 3279.320068
	Iteration 82Q: 3 clusters Score -2561469 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -2561573.250000 Penalty: 3279.320068
	Iteration 83Q: 3 clusters Score -2561573 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -2561680.000000 Penalty: 3279.320068
	Iteration 84Q: 3 clusters Score -2561680 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -2561759.250000 Penalty: 3279.320068
	Iteration 85Q: 3 clusters Score -2561759 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -2561850.000000 Penalty: 3279.320068
	Iteration 86Q: 3 clusters Score -2561850 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -2561913.250000 Penalty: 3279.320068
	Iteration 87Q: 3 clusters Score -2561913 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -2561962.750000 Penalty: 3279.320068
	Iteration 88Q: 3 clusters Score -2561963 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -2562006.500000 Penalty: 3279.320068
	Iteration 89Q: 3 clusters Score -2562006 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -2562031.000000 Penalty: 3279.320068
	Iteration 90Q: 3 clusters Score -2562031 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -2562044.750000 Penalty: 3279.320068
	Iteration 91Q: 3 clusters Score -2562045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -2562066.750000 Penalty: 3279.320068
	Iteration 92Q: 3 clusters Score -2562067 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -2562075.750000 Penalty: 3279.320068
	Iteration 93Q: 3 clusters Score -2562076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -2562087.500000 Penalty: 3279.320068
	Iteration 94Q: 3 clusters Score -2562088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -2562094.250000 Penalty: 3279.320068
	Iteration 95Q: 3 clusters Score -2562094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -2562099.500000 Penalty: 3279.320068
	Iteration 96Q: 3 clusters Score -2562100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -2562102.000000 Penalty: 3279.320068
	Iteration 97Q: 3 clusters Score -2562102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -2562109.250000 Penalty: 3279.320068
	Iteration 98Q: 3 clusters Score -2562109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -2562114.250000 Penalty: 3279.320068
	Iteration 99Q: 3 clusters Score -2562114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -2562119.500000 Penalty: 3279.320068
	Iteration 100F: 3 clusters Score -2562120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -2562120.750000 Penalty: 3279.320068
	Iteration 101Q: 3 clusters Score -2562121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -2562121.500000 Penalty: 3279.320068
	Iteration 102Q: 3 clusters Score -2562122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -2562126.750000 Penalty: 3279.320068
	Iteration 103Q: 3 clusters Score -2562127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -2562126.250000 Penalty: 3279.320068
	Iteration 104Q: 3 clusters Score -2562126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -2562130.000000 Penalty: 3279.320068
	Iteration 105Q: 3 clusters Score -2562130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -2562133.750000 Penalty: 3279.320068
	Iteration 106Q: 3 clusters Score -2562134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -2562137.500000 Penalty: 3279.320068
	Iteration 107Q: 3 clusters Score -2562138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -2562137.750000 Penalty: 3279.320068
	Iteration 108Q: 3 clusters Score -2562138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -2562140.500000 Penalty: 3279.320068
	Iteration 109Q: 3 clusters Score -2562140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -2562141.750000 Penalty: 3279.320068
	Iteration 110Q: 3 clusters Score -2562142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -2562139.000000 Penalty: 3279.320068
	Iteration 111Q: 3 clusters Score -2562139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -2562141.000000 Penalty: 3279.320068
	Iteration 112Q: 3 clusters Score -2562141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -2562139.500000 Penalty: 3279.320068
	Iteration 113Q: 3 clusters Score -2562140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -2562138.500000 Penalty: 3279.320068
	Iteration 114Q: 3 clusters Score -2562138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -2562140.500000 Penalty: 3279.320068
	Iteration 115Q: 3 clusters Score -2562140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -2562140.500000 Penalty: 3279.320068
	Iteration 116F: 3 clusters Score -2562140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Entering Unmasked Estep 
Score: -1280588.750000 Penalty: 1528.219116
	Iteration 0F: 2 clusters Score -1280589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1272079.875000 Penalty: 3056.438232
	Iteration 0F: 3 clusters Score -1272080 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1274862.625000 Penalty: 3056.438232
	Iteration 1F: 3 clusters Score -1274863 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1275190.875000 Penalty: 3056.438232
	Iteration 2F: 3 clusters Score -1275191 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1275514.625000 Penalty: 3056.438232
	Iteration 3F: 3 clusters Score -1275515 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1275800.250000 Penalty: 3056.438232
	Iteration 4F: 3 clusters Score -1275800 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1276079.500000 Penalty: 3056.438232
	Iteration 5Q: 3 clusters Score -1276080 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1276332.250000 Penalty: 3056.438232
	Iteration 6Q: 3 clusters Score -1276332 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1276572.125000 Penalty: 3056.438232
	Iteration 7Q: 3 clusters Score -1276572 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1276804.750000 Penalty: 3056.438232
	Iteration 8Q: 3 clusters Score -1276805 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1277074.875000 Penalty: 3056.438232
	Iteration 9Q: 3 clusters Score -1277075 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1277346.375000 Penalty: 3056.438232
	Iteration 10Q: 3 clusters Score -1277346 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1277662.750000 Penalty: 3056.438232
	Iteration 11Q: 3 clusters Score -1277663 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1278015.000000 Penalty: 3056.438232
	Iteration 12Q: 3 clusters Score -1278015 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1278334.250000 Penalty: 3056.438232
	Iteration 13Q: 3 clusters Score -1278334 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1278601.750000 Penalty: 3056.438232
	Iteration 14Q: 3 clusters Score -1278602 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1278805.375000 Penalty: 3056.438232
	Iteration 15Q: 3 clusters Score -1278805 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1278955.500000 Penalty: 3056.438232
	Iteration 16Q: 3 clusters Score -1278956 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1279066.125000 Penalty: 3056.438232
	Iteration 17Q: 3 clusters Score -1279066 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1279136.000000 Penalty: 3056.438232
	Iteration 18Q: 3 clusters Score -1279136 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1279186.500000 Penalty: 3056.438232
	Iteration 19Q: 3 clusters Score -1279186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1279210.625000 Penalty: 3056.438232
	Iteration 20F: 3 clusters Score -1279211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1279228.625000 Penalty: 3056.438232
	Iteration 21Q: 3 clusters Score -1279229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1279239.375000 Penalty: 3056.438232
	Iteration 22Q: 3 clusters Score -1279239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1279259.500000 Penalty: 3056.438232
	Iteration 23Q: 3 clusters Score -1279260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1279262.750000 Penalty: 3056.438232
	Iteration 24Q: 3 clusters Score -1279263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1279269.250000 Penalty: 3056.438232
	Iteration 25Q: 3 clusters Score -1279269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1279273.500000 Penalty: 3056.438232
	Iteration 26Q: 3 clusters Score -1279274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1279279.000000 Penalty: 3056.438232
	Iteration 27Q: 3 clusters Score -1279279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1279284.625000 Penalty: 3056.438232
	Iteration 28Q: 3 clusters Score -1279285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1279289.625000 Penalty: 3056.438232
	Iteration 29Q: 3 clusters Score -1279290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1279295.500000 Penalty: 3056.438232
	Iteration 30Q: 3 clusters Score -1279296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1279293.250000 Penalty: 3056.438232
	Iteration 31Q: 3 clusters Score -1279293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1279297.125000 Penalty: 3056.438232
	Iteration 32Q: 3 clusters Score -1279297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1279298.375000 Penalty: 3056.438232
	Iteration 33Q: 3 clusters Score -1279298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1279298.000000 Penalty: 3056.438232
	Iteration 34Q: 3 clusters Score -1279298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1279299.375000 Penalty: 3056.438232
	Iteration 35Q: 3 clusters Score -1279299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1279301.750000 Penalty: 3056.438232
	Iteration 36Q: 3 clusters Score -1279302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1279300.875000 Penalty: 3056.438232
	Iteration 37Q: 3 clusters Score -1279301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1279302.625000 Penalty: 3056.438232
	Iteration 38Q: 3 clusters Score -1279303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1279302.250000 Penalty: 3056.438232
	Iteration 39Q: 3 clusters Score -1279302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1279303.125000 Penalty: 3056.438232
	Iteration 40F: 3 clusters Score -1279303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -24176.427734 Penalty: 924.133545
	Iteration 0F: 2 clusters Score -24176.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23468.148438 Penalty: 1848.267090
	Iteration 0F: 3 clusters Score -23468.15 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -23941.458984 Penalty: 1848.267090
	Iteration 1F: 3 clusters Score -23941.46 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -24557.328125 Penalty: 1848.267090
	Iteration 2F: 3 clusters Score -24557.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -24808.818359 Penalty: 1848.267090
	Iteration 3F: 3 clusters Score -24808.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -24996.033203 Penalty: 1848.267090
	Iteration 4Q: 3 clusters Score -24996.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -25138.500000 Penalty: 1848.267090
	Iteration 5Q: 3 clusters Score -25138.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -25192.107422 Penalty: 1848.267090
	Iteration 6Q: 3 clusters Score -25192.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -25229.427734 Penalty: 1848.267090
	Iteration 7Q: 3 clusters Score -25229.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -25288.509766 Penalty: 1848.267090
	Iteration 8Q: 3 clusters Score -25288.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25321.433594 Penalty: 1848.267090
	Iteration 9Q: 3 clusters Score -25321.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25321.433594 Penalty: 1848.267090
	Iteration 10F: 3 clusters Score -25321.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 21302 members 
Mstep: Class 3 contains 172200 members 
Mstep: Class 4 contains 29121 members 
Mstep: Class 5 contains 24106 members 
Mstep: Class 6 contains 12142 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 2319 members 
Mstep: Class 9 contains 5804 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 32333 members 
Mstep: Class 12 contains 12895 members 
Mstep: Class 13 contains 42621 members 
Mstep: Class 14 contains 18408 members 
Mstep: Class 15 contains 2487 members 
Mstep: Class 16 contains 127605 members 
Mstep: Class 17 contains 17484 members 
Mstep: Class 18 contains 20598 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 5405 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 19977 members 
Mstep: Class 23 contains 29217 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4487 members 
Mstep: Class 26 contains 10844 members 
Mstep: Class 27 contains 4192 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2766 members 
Mstep: Class 30 contains 1198 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 2236 members 
Mstep: Class 34 contains 103 members 
Entering Unmasked Estep 
Score: -65960004.000000 Penalty: 73876.734375
Splitting cluster 7 changes total score from -65960096.000000 to -65960004.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Entering Unmasked Estep 
Score: -206866.640625 Penalty: 1259.194824
	Iteration 0F: 2 clusters Score -206866.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -204703.671875 Penalty: 2518.389648
	Iteration 0F: 3 clusters Score -204703.7 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -205738.171875 Penalty: 2518.389648
	Iteration 1F: 3 clusters Score -205738.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -206093.140625 Penalty: 2518.389648
	Iteration 2F: 3 clusters Score -206093.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -206252.140625 Penalty: 2518.389648
	Iteration 3F: 3 clusters Score -206252.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -206349.875000 Penalty: 2518.389648
	Iteration 4Q: 3 clusters Score -206349.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -206413.406250 Penalty: 2518.389648
	Iteration 5Q: 3 clusters Score -206413.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -206473.234375 Penalty: 2518.389648
	Iteration 6Q: 3 clusters Score -206473.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -206515.656250 Penalty: 2518.389648
	Iteration 7Q: 3 clusters Score -206515.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -206539.328125 Penalty: 2518.389648
	Iteration 8Q: 3 clusters Score -206539.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -206558.796875 Penalty: 2518.389648
	Iteration 9Q: 3 clusters Score -206558.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -206574.281250 Penalty: 2518.389648
	Iteration 10Q: 3 clusters Score -206574.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -206585.359375 Penalty: 2518.389648
	Iteration 11Q: 3 clusters Score -206585.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -206596.500000 Penalty: 2518.389648
	Iteration 12Q: 3 clusters Score -206596.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -206612.093750 Penalty: 2518.389648
	Iteration 13Q: 3 clusters Score -206612.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -206624.187500 Penalty: 2518.389648
	Iteration 14Q: 3 clusters Score -206624.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -206640.312500 Penalty: 2518.389648
	Iteration 15Q: 3 clusters Score -206640.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -206649.312500 Penalty: 2518.389648
	Iteration 16Q: 3 clusters Score -206649.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -206659.031250 Penalty: 2518.389648
	Iteration 17Q: 3 clusters Score -206659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -206664.687500 Penalty: 2518.389648
	Iteration 18Q: 3 clusters Score -206664.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -206670.062500 Penalty: 2518.389648
	Iteration 19Q: 3 clusters Score -206670.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -206675.281250 Penalty: 2518.389648
	Iteration 20F: 3 clusters Score -206675.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -206686.031250 Penalty: 2518.389648
	Iteration 21Q: 3 clusters Score -206686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -206696.140625 Penalty: 2518.389648
	Iteration 22Q: 3 clusters Score -206696.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -206701.234375 Penalty: 2518.389648
	Iteration 23Q: 3 clusters Score -206701.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -206706.171875 Penalty: 2518.389648
	Iteration 24Q: 3 clusters Score -206706.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -206708.828125 Penalty: 2518.389648
	Iteration 25Q: 3 clusters Score -206708.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -206711.781250 Penalty: 2518.389648
	Iteration 26Q: 3 clusters Score -206711.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -206713.484375 Penalty: 2518.389648
	Iteration 27Q: 3 clusters Score -206713.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -206715.750000 Penalty: 2518.389648
	Iteration 28Q: 3 clusters Score -206715.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -206716.593750 Penalty: 2518.389648
	Iteration 29Q: 3 clusters Score -206716.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -206716.593750 Penalty: 2518.389648
	Iteration 30F: 3 clusters Score -206716.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Entering Unmasked Estep 
Score: -607495.250000 Penalty: 1408.274170
	Iteration 0F: 2 clusters Score -607495.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -602971.437500 Penalty: 2816.548340
	Iteration 0F: 3 clusters Score -602971.4 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -604369.000000 Penalty: 2816.548340
	Iteration 1F: 3 clusters Score -604369 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -604670.125000 Penalty: 2816.548340
	Iteration 2F: 3 clusters Score -604670.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -604882.250000 Penalty: 2816.548340
	Iteration 3F: 3 clusters Score -604882.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -605042.312500 Penalty: 2816.548340
	Iteration 4Q: 3 clusters Score -605042.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -605169.750000 Penalty: 2816.548340
	Iteration 5Q: 3 clusters Score -605169.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -605279.937500 Penalty: 2816.548340
	Iteration 6Q: 3 clusters Score -605279.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -605421.812500 Penalty: 2816.548340
	Iteration 7Q: 3 clusters Score -605421.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -605579.875000 Penalty: 2816.548340
	Iteration 8Q: 3 clusters Score -605579.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -605747.312500 Penalty: 2816.548340
	Iteration 9Q: 3 clusters Score -605747.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -605903.875000 Penalty: 2816.548340
	Iteration 10Q: 3 clusters Score -605903.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -606015.875000 Penalty: 2816.548340
	Iteration 11Q: 3 clusters Score -606015.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -606093.250000 Penalty: 2816.548340
	Iteration 12Q: 3 clusters Score -606093.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -606164.625000 Penalty: 2816.548340
	Iteration 13Q: 3 clusters Score -606164.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -606223.875000 Penalty: 2816.548340
	Iteration 14Q: 3 clusters Score -606223.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -606286.687500 Penalty: 2816.548340
	Iteration 15Q: 3 clusters Score -606286.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -606332.750000 Penalty: 2816.548340
	Iteration 16Q: 3 clusters Score -606332.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -606366.750000 Penalty: 2816.548340
	Iteration 17Q: 3 clusters Score -606366.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -606391.000000 Penalty: 2816.548340
	Iteration 18Q: 3 clusters Score -606391 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -606407.000000 Penalty: 2816.548340
	Iteration 19Q: 3 clusters Score -606407 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -606423.125000 Penalty: 2816.548340
	Iteration 20F: 3 clusters Score -606423.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -606435.937500 Penalty: 2816.548340
	Iteration 21Q: 3 clusters Score -606435.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -606445.562500 Penalty: 2816.548340
	Iteration 22Q: 3 clusters Score -606445.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -606459.562500 Penalty: 2816.548340
	Iteration 23Q: 3 clusters Score -606459.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -606469.437500 Penalty: 2816.548340
	Iteration 24Q: 3 clusters Score -606469.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -606475.562500 Penalty: 2816.548340
	Iteration 25Q: 3 clusters Score -606475.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -606481.187500 Penalty: 2816.548340
	Iteration 26Q: 3 clusters Score -606481.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -606487.437500 Penalty: 2816.548340
	Iteration 27Q: 3 clusters Score -606487.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -606491.875000 Penalty: 2816.548340
	Iteration 28Q: 3 clusters Score -606491.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -606494.625000 Penalty: 2816.548340
	Iteration 29Q: 3 clusters Score -606494.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -606498.562500 Penalty: 2816.548340
	Iteration 30Q: 3 clusters Score -606498.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -606501.562500 Penalty: 2816.548340
	Iteration 31Q: 3 clusters Score -606501.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -606506.125000 Penalty: 2816.548340
	Iteration 32Q: 3 clusters Score -606506.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -606505.250000 Penalty: 2816.548340
	Iteration 33Q: 3 clusters Score -606505.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -606508.937500 Penalty: 2816.548340
	Iteration 34Q: 3 clusters Score -606508.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -606509.250000 Penalty: 2816.548340
	Iteration 35Q: 3 clusters Score -606509.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -606511.125000 Penalty: 2816.548340
	Iteration 36Q: 3 clusters Score -606511.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -606513.437500 Penalty: 2816.548340
	Iteration 37Q: 3 clusters Score -606513.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -606516.187500 Penalty: 2816.548340
	Iteration 38Q: 3 clusters Score -606516.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -606516.500000 Penalty: 2816.548340
	Iteration 39Q: 3 clusters Score -606516.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -606517.500000 Penalty: 2816.548340
	Iteration 40F: 3 clusters Score -606517.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -606519.375000 Penalty: 2816.548340
	Iteration 41Q: 3 clusters Score -606519.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -606519.250000 Penalty: 2816.548340
	Iteration 42Q: 3 clusters Score -606519.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -606519.250000 Penalty: 2816.548340
	Iteration 43F: 3 clusters Score -606519.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Entering Unmasked Estep 
Score: -367224.000000 Penalty: 1332.323608
	Iteration 0F: 2 clusters Score -367224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -364100.843750 Penalty: 2664.647217
	Iteration 0F: 3 clusters Score -364100.8 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -364815.531250 Penalty: 2664.647217
	Iteration 1F: 3 clusters Score -364815.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -364971.000000 Penalty: 2664.647217
	Iteration 2F: 3 clusters Score -364971 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -365086.031250 Penalty: 2664.647217
	Iteration 3F: 3 clusters Score -365086 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -365176.156250 Penalty: 2664.647217
	Iteration 4Q: 3 clusters Score -365176.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -365261.281250 Penalty: 2664.647217
	Iteration 5Q: 3 clusters Score -365261.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -365331.156250 Penalty: 2664.647217
	Iteration 6Q: 3 clusters Score -365331.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -365400.437500 Penalty: 2664.647217
	Iteration 7Q: 3 clusters Score -365400.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -365462.031250 Penalty: 2664.647217
	Iteration 8Q: 3 clusters Score -365462 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -365519.687500 Penalty: 2664.647217
	Iteration 9Q: 3 clusters Score -365519.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -365566.437500 Penalty: 2664.647217
	Iteration 10Q: 3 clusters Score -365566.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -365608.875000 Penalty: 2664.647217
	Iteration 11Q: 3 clusters Score -365608.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -365641.406250 Penalty: 2664.647217
	Iteration 12Q: 3 clusters Score -365641.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -365678.687500 Penalty: 2664.647217
	Iteration 13Q: 3 clusters Score -365678.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -365713.281250 Penalty: 2664.647217
	Iteration 14Q: 3 clusters Score -365713.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -365752.625000 Penalty: 2664.647217
	Iteration 15Q: 3 clusters Score -365752.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -365783.968750 Penalty: 2664.647217
	Iteration 16Q: 3 clusters Score -365784 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -365810.062500 Penalty: 2664.647217
	Iteration 17Q: 3 clusters Score -365810.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -365838.125000 Penalty: 2664.647217
	Iteration 18Q: 3 clusters Score -365838.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -365864.062500 Penalty: 2664.647217
	Iteration 19Q: 3 clusters Score -365864.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -365906.406250 Penalty: 2664.647217
	Iteration 20F: 3 clusters Score -365906.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -365941.656250 Penalty: 2664.647217
	Iteration 21Q: 3 clusters Score -365941.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -365974.187500 Penalty: 2664.647217
	Iteration 22Q: 3 clusters Score -365974.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -366006.000000 Penalty: 2664.647217
	Iteration 23Q: 3 clusters Score -366006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -366026.250000 Penalty: 2664.647217
	Iteration 24Q: 3 clusters Score -366026.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -366044.281250 Penalty: 2664.647217
	Iteration 25Q: 3 clusters Score -366044.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -366057.843750 Penalty: 2664.647217
	Iteration 26Q: 3 clusters Score -366057.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -366068.406250 Penalty: 2664.647217
	Iteration 27Q: 3 clusters Score -366068.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -366076.187500 Penalty: 2664.647217
	Iteration 28Q: 3 clusters Score -366076.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -366082.156250 Penalty: 2664.647217
	Iteration 29Q: 3 clusters Score -366082.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -366087.593750 Penalty: 2664.647217
	Iteration 30Q: 3 clusters Score -366087.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -366092.125000 Penalty: 2664.647217
	Iteration 31Q: 3 clusters Score -366092.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -366098.593750 Penalty: 2664.647217
	Iteration 32Q: 3 clusters Score -366098.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -366104.875000 Penalty: 2664.647217
	Iteration 33Q: 3 clusters Score -366104.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -366114.125000 Penalty: 2664.647217
	Iteration 34Q: 3 clusters Score -366114.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -366120.156250 Penalty: 2664.647217
	Iteration 35Q: 3 clusters Score -366120.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -366122.593750 Penalty: 2664.647217
	Iteration 36Q: 3 clusters Score -366122.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -366124.656250 Penalty: 2664.647217
	Iteration 37Q: 3 clusters Score -366124.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -366126.250000 Penalty: 2664.647217
	Iteration 38Q: 3 clusters Score -366126.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -366128.687500 Penalty: 2664.647217
	Iteration 39Q: 3 clusters Score -366128.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -366131.062500 Penalty: 2664.647217
	Iteration 40F: 3 clusters Score -366131.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -366132.875000 Penalty: 2664.647217
	Iteration 41Q: 3 clusters Score -366132.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -366134.156250 Penalty: 2664.647217
	Iteration 42Q: 3 clusters Score -366134.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -366137.031250 Penalty: 2664.647217
	Iteration 43Q: 3 clusters Score -366137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -366137.906250 Penalty: 2664.647217
	Iteration 44Q: 3 clusters Score -366137.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -366139.281250 Penalty: 2664.647217
	Iteration 45Q: 3 clusters Score -366139.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -366140.843750 Penalty: 2664.647217
	Iteration 46Q: 3 clusters Score -366140.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -366141.312500 Penalty: 2664.647217
	Iteration 47Q: 3 clusters Score -366141.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -366140.843750 Penalty: 2664.647217
	Iteration 48Q: 3 clusters Score -366140.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -366140.843750 Penalty: 2664.647217
	Iteration 49F: 3 clusters Score -366140.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Entering Unmasked Estep 
Score: -3430622.000000 Penalty: 1687.374512
	Iteration 0F: 2 clusters Score -3430622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -3408979.750000 Penalty: 3374.749023
	Iteration 0F: 3 clusters Score -3408980 nChanged 14761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -3417256.250000 Penalty: 3374.749023
	Iteration 1F: 3 clusters Score -3417256 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -3417692.500000 Penalty: 3374.749023
	Iteration 2Q: 3 clusters Score -3417692 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -3418161.250000 Penalty: 3374.749023
	Iteration 3Q: 3 clusters Score -3418161 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -3418730.500000 Penalty: 3374.749023
	Iteration 4Q: 3 clusters Score -3418730 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -3419349.250000 Penalty: 3374.749023
	Iteration 5Q: 3 clusters Score -3419349 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -3420045.500000 Penalty: 3374.749023
	Iteration 6F: 3 clusters Score -3420046 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -3420799.000000 Penalty: 3374.749023
	Iteration 7F: 3 clusters Score -3420799 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -3421519.500000 Penalty: 3374.749023
	Iteration 8F: 3 clusters Score -3421520 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -3422234.750000 Penalty: 3374.749023
	Iteration 9Q: 3 clusters Score -3422235 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -3423043.500000 Penalty: 3374.749023
	Iteration 10Q: 3 clusters Score -3423044 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -3423948.250000 Penalty: 3374.749023
	Iteration 11Q: 3 clusters Score -3423948 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -3424961.750000 Penalty: 3374.749023
	Iteration 12Q: 3 clusters Score -3424962 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -3425981.000000 Penalty: 3374.749023
	Iteration 13Q: 3 clusters Score -3425981 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3426923.500000 Penalty: 3374.749023
	Iteration 14Q: 3 clusters Score -3426924 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3427737.000000 Penalty: 3374.749023
	Iteration 15Q: 3 clusters Score -3427737 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3428268.250000 Penalty: 3374.749023
	Iteration 16Q: 3 clusters Score -3428268 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3428575.000000 Penalty: 3374.749023
	Iteration 17Q: 3 clusters Score -3428575 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3428814.250000 Penalty: 3374.749023
	Iteration 18Q: 3 clusters Score -3428814 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3428970.500000 Penalty: 3374.749023
	Iteration 19Q: 3 clusters Score -3428970 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3429040.750000 Penalty: 3374.749023
	Iteration 20F: 3 clusters Score -3429041 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3429067.750000 Penalty: 3374.749023
	Iteration 21Q: 3 clusters Score -3429068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3429092.750000 Penalty: 3374.749023
	Iteration 22Q: 3 clusters Score -3429093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3429119.250000 Penalty: 3374.749023
	Iteration 23Q: 3 clusters Score -3429119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3429138.250000 Penalty: 3374.749023
	Iteration 24Q: 3 clusters Score -3429138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3429151.500000 Penalty: 3374.749023
	Iteration 25Q: 3 clusters Score -3429152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3429168.000000 Penalty: 3374.749023
	Iteration 26Q: 3 clusters Score -3429168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3429185.250000 Penalty: 3374.749023
	Iteration 27Q: 3 clusters Score -3429185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3429189.750000 Penalty: 3374.749023
	Iteration 28Q: 3 clusters Score -3429190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3429191.750000 Penalty: 3374.749023
	Iteration 29Q: 3 clusters Score -3429192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3429200.500000 Penalty: 3374.749023
	Iteration 30Q: 3 clusters Score -3429200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3429212.000000 Penalty: 3374.749023
	Iteration 31Q: 3 clusters Score -3429212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3429211.250000 Penalty: 3374.749023
	Iteration 32Q: 3 clusters Score -3429211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3429213.500000 Penalty: 3374.749023
	Iteration 33Q: 3 clusters Score -3429214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3429215.000000 Penalty: 3374.749023
	Iteration 34Q: 3 clusters Score -3429215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3429214.750000 Penalty: 3374.749023
	Iteration 35Q: 3 clusters Score -3429215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3429214.750000 Penalty: 3374.749023
	Iteration 36Q: 3 clusters Score -3429215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3429214.750000 Penalty: 3374.749023
	Iteration 37F: 3 clusters Score -3429215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Entering Unmasked Estep 
Score: -1337535.250000 Penalty: 1537.996704
	Iteration 0F: 2 clusters Score -1337535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1328494.500000 Penalty: 3075.993408
	Iteration 0F: 3 clusters Score -1328494 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1331623.875000 Penalty: 3075.993408
	Iteration 1F: 3 clusters Score -1331624 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1331974.500000 Penalty: 3075.993408
	Iteration 2F: 3 clusters Score -1331974 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1332327.625000 Penalty: 3075.993408
	Iteration 3F: 3 clusters Score -1332328 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1332723.750000 Penalty: 3075.993408
	Iteration 4F: 3 clusters Score -1332724 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1333123.625000 Penalty: 3075.993408
	Iteration 5F: 3 clusters Score -1333124 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1333521.375000 Penalty: 3075.993408
	Iteration 6Q: 3 clusters Score -1333521 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1333962.125000 Penalty: 3075.993408
	Iteration 7Q: 3 clusters Score -1333962 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1334313.125000 Penalty: 3075.993408
	Iteration 8Q: 3 clusters Score -1334313 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1334591.000000 Penalty: 3075.993408
	Iteration 9Q: 3 clusters Score -1334591 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1334866.750000 Penalty: 3075.993408
	Iteration 10Q: 3 clusters Score -1334867 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1335120.000000 Penalty: 3075.993408
	Iteration 11Q: 3 clusters Score -1335120 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1335355.500000 Penalty: 3075.993408
	Iteration 12Q: 3 clusters Score -1335356 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1335530.250000 Penalty: 3075.993408
	Iteration 13Q: 3 clusters Score -1335530 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1335669.875000 Penalty: 3075.993408
	Iteration 14Q: 3 clusters Score -1335670 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1335769.750000 Penalty: 3075.993408
	Iteration 15Q: 3 clusters Score -1335770 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1335869.625000 Penalty: 3075.993408
	Iteration 16Q: 3 clusters Score -1335870 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1335968.875000 Penalty: 3075.993408
	Iteration 17Q: 3 clusters Score -1335969 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1336070.625000 Penalty: 3075.993408
	Iteration 18Q: 3 clusters Score -1336071 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1336190.750000 Penalty: 3075.993408
	Iteration 19Q: 3 clusters Score -1336191 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1336308.375000 Penalty: 3075.993408
	Iteration 20F: 3 clusters Score -1336308 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1336404.500000 Penalty: 3075.993408
	Iteration 21Q: 3 clusters Score -1336404 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1336482.875000 Penalty: 3075.993408
	Iteration 22Q: 3 clusters Score -1336483 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1336557.625000 Penalty: 3075.993408
	Iteration 23Q: 3 clusters Score -1336558 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1336614.000000 Penalty: 3075.993408
	Iteration 24Q: 3 clusters Score -1336614 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1336672.375000 Penalty: 3075.993408
	Iteration 25Q: 3 clusters Score -1336672 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1336722.500000 Penalty: 3075.993408
	Iteration 26Q: 3 clusters Score -1336722 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1336775.875000 Penalty: 3075.993408
	Iteration 27Q: 3 clusters Score -1336776 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1336823.875000 Penalty: 3075.993408
	Iteration 28Q: 3 clusters Score -1336824 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1336855.875000 Penalty: 3075.993408
	Iteration 29Q: 3 clusters Score -1336856 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1336880.750000 Penalty: 3075.993408
	Iteration 30Q: 3 clusters Score -1336881 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1336899.500000 Penalty: 3075.993408
	Iteration 31Q: 3 clusters Score -1336900 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1336912.625000 Penalty: 3075.993408
	Iteration 32Q: 3 clusters Score -1336913 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1336925.250000 Penalty: 3075.993408
	Iteration 33Q: 3 clusters Score -1336925 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1336937.500000 Penalty: 3075.993408
	Iteration 34Q: 3 clusters Score -1336938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1336945.750000 Penalty: 3075.993408
	Iteration 35Q: 3 clusters Score -1336946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1336950.125000 Penalty: 3075.993408
	Iteration 36Q: 3 clusters Score -1336950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1336950.125000 Penalty: 3075.993408
	Iteration 37Q: 3 clusters Score -1336950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1336951.125000 Penalty: 3075.993408
	Iteration 38Q: 3 clusters Score -1336951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1336951.000000 Penalty: 3075.993408
	Iteration 39Q: 3 clusters Score -1336951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1336953.750000 Penalty: 3075.993408
	Iteration 40F: 3 clusters Score -1336954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1336955.125000 Penalty: 3075.993408
	Iteration 41Q: 3 clusters Score -1336955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1336957.625000 Penalty: 3075.993408
	Iteration 42Q: 3 clusters Score -1336958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1336958.875000 Penalty: 3075.993408
	Iteration 43Q: 3 clusters Score -1336959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1336959.000000 Penalty: 3075.993408
	Iteration 44Q: 3 clusters Score -1336959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1336963.375000 Penalty: 3075.993408
	Iteration 45Q: 3 clusters Score -1336963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1336961.125000 Penalty: 3075.993408
	Iteration 46Q: 3 clusters Score -1336961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1336964.625000 Penalty: 3075.993408
	Iteration 47Q: 3 clusters Score -1336965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1336965.375000 Penalty: 3075.993408
	Iteration 48Q: 3 clusters Score -1336965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1336966.375000 Penalty: 3075.993408
	Iteration 49Q: 3 clusters Score -1336966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1336966.625000 Penalty: 3075.993408
	Iteration 50Q: 3 clusters Score -1336967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1336968.500000 Penalty: 3075.993408
	Iteration 51Q: 3 clusters Score -1336968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1336969.125000 Penalty: 3075.993408
	Iteration 52Q: 3 clusters Score -1336969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1336972.875000 Penalty: 3075.993408
	Iteration 53Q: 3 clusters Score -1336973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1336972.375000 Penalty: 3075.993408
	Iteration 54Q: 3 clusters Score -1336972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1336972.625000 Penalty: 3075.993408
	Iteration 55Q: 3 clusters Score -1336973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1336972.500000 Penalty: 3075.993408
	Iteration 56Q: 3 clusters Score -1336972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1336972.625000 Penalty: 3075.993408
	Iteration 57Q: 3 clusters Score -1336973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1336977.125000 Penalty: 3075.993408
	Iteration 58Q: 3 clusters Score -1336977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1336977.125000 Penalty: 3075.993408
	Iteration 59Q: 3 clusters Score -1336977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1336977.250000 Penalty: 3075.993408
	Iteration 60F: 3 clusters Score -1336977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Entering Unmasked Estep 
Score: -4211692.500000 Penalty: 1732.266724
	Iteration 0F: 2 clusters Score -4211692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -4183100.750000 Penalty: 3464.533447
	Iteration 0F: 3 clusters Score -4183101 nChanged 19857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -4194686.500000 Penalty: 3464.533447
	Iteration 1F: 3 clusters Score -4194686 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -4195747.500000 Penalty: 3464.533447
	Iteration 2F: 3 clusters Score -4195748 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -4196901.000000 Penalty: 3464.533447
	Iteration 3F: 3 clusters Score -4196901 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -4198069.500000 Penalty: 3464.533447
	Iteration 4F: 3 clusters Score -4198070 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -4199272.500000 Penalty: 3464.533447
	Iteration 5F: 3 clusters Score -4199272 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -4200515.000000 Penalty: 3464.533447
	Iteration 6F: 3 clusters Score -4200515 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -4201822.500000 Penalty: 3464.533447
	Iteration 7F: 3 clusters Score -4201822 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -4203164.500000 Penalty: 3464.533447
	Iteration 8Q: 3 clusters Score -4203164 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -4204409.500000 Penalty: 3464.533447
	Iteration 9Q: 3 clusters Score -4204410 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -4205415.500000 Penalty: 3464.533447
	Iteration 10Q: 3 clusters Score -4205416 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -4206152.000000 Penalty: 3464.533447
	Iteration 11Q: 3 clusters Score -4206152 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -4206715.000000 Penalty: 3464.533447
	Iteration 12Q: 3 clusters Score -4206715 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -4207163.000000 Penalty: 3464.533447
	Iteration 13Q: 3 clusters Score -4207163 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -4207535.000000 Penalty: 3464.533447
	Iteration 14Q: 3 clusters Score -4207535 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -4207886.500000 Penalty: 3464.533447
	Iteration 15Q: 3 clusters Score -4207886 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -4208254.000000 Penalty: 3464.533447
	Iteration 16Q: 3 clusters Score -4208254 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -4208618.500000 Penalty: 3464.533447
	Iteration 17Q: 3 clusters Score -4208618 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -4208984.500000 Penalty: 3464.533447
	Iteration 18Q: 3 clusters Score -4208984 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -4209296.500000 Penalty: 3464.533447
	Iteration 19Q: 3 clusters Score -4209296 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -4209570.000000 Penalty: 3464.533447
	Iteration 20F: 3 clusters Score -4209570 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -4209915.500000 Penalty: 3464.533447
	Iteration 21Q: 3 clusters Score -4209916 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -4210250.000000 Penalty: 3464.533447
	Iteration 22Q: 3 clusters Score -4210250 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -4210550.000000 Penalty: 3464.533447
	Iteration 23Q: 3 clusters Score -4210550 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -4210759.000000 Penalty: 3464.533447
	Iteration 24Q: 3 clusters Score -4210759 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -4210895.500000 Penalty: 3464.533447
	Iteration 25Q: 3 clusters Score -4210896 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -4210974.000000 Penalty: 3464.533447
	Iteration 26Q: 3 clusters Score -4210974 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -4211041.500000 Penalty: 3464.533447
	Iteration 27Q: 3 clusters Score -4211042 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -4211065.500000 Penalty: 3464.533447
	Iteration 28Q: 3 clusters Score -4211066 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -4211103.000000 Penalty: 3464.533447
	Iteration 29Q: 3 clusters Score -4211103 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -4211124.500000 Penalty: 3464.533447
	Iteration 30Q: 3 clusters Score -4211124 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -4211140.000000 Penalty: 3464.533447
	Iteration 31Q: 3 clusters Score -4211140 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -4211163.500000 Penalty: 3464.533447
	Iteration 32Q: 3 clusters Score -4211164 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -4211167.000000 Penalty: 3464.533447
	Iteration 33Q: 3 clusters Score -4211167 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -4211179.500000 Penalty: 3464.533447
	Iteration 34Q: 3 clusters Score -4211180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -4211186.000000 Penalty: 3464.533447
	Iteration 35Q: 3 clusters Score -4211186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -4211196.000000 Penalty: 3464.533447
	Iteration 36Q: 3 clusters Score -4211196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -4211204.500000 Penalty: 3464.533447
	Iteration 37Q: 3 clusters Score -4211204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -4211199.500000 Penalty: 3464.533447
	Iteration 38Q: 3 clusters Score -4211200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -4211203.000000 Penalty: 3464.533447
	Iteration 39Q: 3 clusters Score -4211203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -4211207.000000 Penalty: 3464.533447
	Iteration 40F: 3 clusters Score -4211207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -4211204.000000 Penalty: 3464.533447
	Iteration 41Q: 3 clusters Score -4211204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -4211206.500000 Penalty: 3464.533447
	Iteration 42Q: 3 clusters Score -4211206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -4211204.000000 Penalty: 3464.533447
	Iteration 43Q: 3 clusters Score -4211204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -4211203.000000 Penalty: 3464.533447
	Iteration 44Q: 3 clusters Score -4211203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -4211209.000000 Penalty: 3464.533447
	Iteration 45Q: 3 clusters Score -4211209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -4211213.500000 Penalty: 3464.533447
	Iteration 46Q: 3 clusters Score -4211214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -4211214.000000 Penalty: 3464.533447
	Iteration 47Q: 3 clusters Score -4211214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -4211214.500000 Penalty: 3464.533447
	Iteration 48Q: 3 clusters Score -4211214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -4211214.500000 Penalty: 3464.533447
	Iteration 49F: 3 clusters Score -4211214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Entering Unmasked Estep 
Score: -1909279.250000 Penalty: 1595.837769
	Iteration 0F: 2 clusters Score -1909279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1896631.625000 Penalty: 3191.675537
	Iteration 0F: 3 clusters Score -1896632 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1901504.625000 Penalty: 3191.675537
	Iteration 1F: 3 clusters Score -1901505 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1902141.375000 Penalty: 3191.675537
	Iteration 2F: 3 clusters Score -1902141 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1902748.250000 Penalty: 3191.675537
	Iteration 3F: 3 clusters Score -1902748 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1903423.125000 Penalty: 3191.675537
	Iteration 4F: 3 clusters Score -1903423 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1904206.625000 Penalty: 3191.675537
	Iteration 5F: 3 clusters Score -1904207 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1905023.375000 Penalty: 3191.675537
	Iteration 6F: 3 clusters Score -1905023 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1905629.625000 Penalty: 3191.675537
	Iteration 7Q: 3 clusters Score -1905630 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1906107.125000 Penalty: 3191.675537
	Iteration 8Q: 3 clusters Score -1906107 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1906487.500000 Penalty: 3191.675537
	Iteration 9Q: 3 clusters Score -1906488 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1906817.375000 Penalty: 3191.675537
	Iteration 10Q: 3 clusters Score -1906817 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1907139.625000 Penalty: 3191.675537
	Iteration 11Q: 3 clusters Score -1907140 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1907421.875000 Penalty: 3191.675537
	Iteration 12Q: 3 clusters Score -1907422 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -1907603.875000 Penalty: 3191.675537
	Iteration 13Q: 3 clusters Score -1907604 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1907754.375000 Penalty: 3191.675537
	Iteration 14Q: 3 clusters Score -1907754 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -1907862.250000 Penalty: 3191.675537
	Iteration 15Q: 3 clusters Score -1907862 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -1907939.875000 Penalty: 3191.675537
	Iteration 16Q: 3 clusters Score -1907940 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -1908014.875000 Penalty: 3191.675537
	Iteration 17Q: 3 clusters Score -1908015 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -1908086.000000 Penalty: 3191.675537
	Iteration 18Q: 3 clusters Score -1908086 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -1908154.000000 Penalty: 3191.675537
	Iteration 19Q: 3 clusters Score -1908154 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -1908203.000000 Penalty: 3191.675537
	Iteration 20F: 3 clusters Score -1908203 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -1908263.250000 Penalty: 3191.675537
	Iteration 21Q: 3 clusters Score -1908263 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -1908305.375000 Penalty: 3191.675537
	Iteration 22Q: 3 clusters Score -1908305 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -1908345.875000 Penalty: 3191.675537
	Iteration 23Q: 3 clusters Score -1908346 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -1908385.375000 Penalty: 3191.675537
	Iteration 24Q: 3 clusters Score -1908385 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -1908417.000000 Penalty: 3191.675537
	Iteration 25Q: 3 clusters Score -1908417 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -1908443.625000 Penalty: 3191.675537
	Iteration 26Q: 3 clusters Score -1908444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -1908456.000000 Penalty: 3191.675537
	Iteration 27Q: 3 clusters Score -1908456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -1908467.125000 Penalty: 3191.675537
	Iteration 28Q: 3 clusters Score -1908467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -1908477.500000 Penalty: 3191.675537
	Iteration 29Q: 3 clusters Score -1908478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -1908480.875000 Penalty: 3191.675537
	Iteration 30Q: 3 clusters Score -1908481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -1908486.125000 Penalty: 3191.675537
	Iteration 31Q: 3 clusters Score -1908486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -1908491.000000 Penalty: 3191.675537
	Iteration 32Q: 3 clusters Score -1908491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -1908494.000000 Penalty: 3191.675537
	Iteration 33Q: 3 clusters Score -1908494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -1908496.125000 Penalty: 3191.675537
	Iteration 34Q: 3 clusters Score -1908496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -1908497.500000 Penalty: 3191.675537
	Iteration 35Q: 3 clusters Score -1908498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -1908498.625000 Penalty: 3191.675537
	Iteration 36Q: 3 clusters Score -1908499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -1908499.250000 Penalty: 3191.675537
	Iteration 37Q: 3 clusters Score -1908499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -1908502.750000 Penalty: 3191.675537
	Iteration 38Q: 3 clusters Score -1908503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1908504.750000 Penalty: 3191.675537
	Iteration 39Q: 3 clusters Score -1908505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -1908503.000000 Penalty: 3191.675537
	Iteration 40F: 3 clusters Score -1908503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -1908502.875000 Penalty: 3191.675537
	Iteration 41Q: 3 clusters Score -1908503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -1908504.625000 Penalty: 3191.675537
	Iteration 42Q: 3 clusters Score -1908505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -1908502.500000 Penalty: 3191.675537
	Iteration 43Q: 3 clusters Score -1908502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -1908505.750000 Penalty: 3191.675537
	Iteration 44Q: 3 clusters Score -1908506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -1908506.250000 Penalty: 3191.675537
	Iteration 45Q: 3 clusters Score -1908506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -1908507.250000 Penalty: 3191.675537
	Iteration 46Q: 3 clusters Score -1908507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -1908506.500000 Penalty: 3191.675537
	Iteration 47Q: 3 clusters Score -1908506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -1908506.500000 Penalty: 3191.675537
	Iteration 48F: 3 clusters Score -1908506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Entering Unmasked Estep 
Score: -225165.218750 Penalty: 1270.560303
	Iteration 0F: 2 clusters Score -225165.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -222777.203125 Penalty: 2541.120605
	Iteration 0F: 3 clusters Score -222777.2 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -223594.796875 Penalty: 2541.120605
	Iteration 1F: 3 clusters Score -223594.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -223905.250000 Penalty: 2541.120605
	Iteration 2F: 3 clusters Score -223905.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -224091.046875 Penalty: 2541.120605
	Iteration 3F: 3 clusters Score -224091 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -224204.140625 Penalty: 2541.120605
	Iteration 4F: 3 clusters Score -224204.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -224282.765625 Penalty: 2541.120605
	Iteration 5Q: 3 clusters Score -224282.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -224354.515625 Penalty: 2541.120605
	Iteration 6Q: 3 clusters Score -224354.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -224409.031250 Penalty: 2541.120605
	Iteration 7Q: 3 clusters Score -224409 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -224435.125000 Penalty: 2541.120605
	Iteration 8Q: 3 clusters Score -224435.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -224449.375000 Penalty: 2541.120605
	Iteration 9Q: 3 clusters Score -224449.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -224458.562500 Penalty: 2541.120605
	Iteration 10Q: 3 clusters Score -224458.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -224467.515625 Penalty: 2541.120605
	Iteration 11Q: 3 clusters Score -224467.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -224471.875000 Penalty: 2541.120605
	Iteration 12Q: 3 clusters Score -224471.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -224476.531250 Penalty: 2541.120605
	Iteration 13Q: 3 clusters Score -224476.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -224477.890625 Penalty: 2541.120605
	Iteration 14Q: 3 clusters Score -224477.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -224482.328125 Penalty: 2541.120605
	Iteration 15Q: 3 clusters Score -224482.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -224485.156250 Penalty: 2541.120605
	Iteration 16Q: 3 clusters Score -224485.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -224486.593750 Penalty: 2541.120605
	Iteration 17Q: 3 clusters Score -224486.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -224488.843750 Penalty: 2541.120605
	Iteration 18Q: 3 clusters Score -224488.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -224491.265625 Penalty: 2541.120605
	Iteration 19Q: 3 clusters Score -224491.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -224492.953125 Penalty: 2541.120605
	Iteration 20F: 3 clusters Score -224493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -224494.203125 Penalty: 2541.120605
	Iteration 21Q: 3 clusters Score -224494.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -224495.671875 Penalty: 2541.120605
	Iteration 22Q: 3 clusters Score -224495.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -224497.203125 Penalty: 2541.120605
	Iteration 23Q: 3 clusters Score -224497.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -224497.718750 Penalty: 2541.120605
	Iteration 24Q: 3 clusters Score -224497.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -224497.843750 Penalty: 2541.120605
	Iteration 25Q: 3 clusters Score -224497.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -224498.312500 Penalty: 2541.120605
	Iteration 26Q: 3 clusters Score -224498.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -224499.359375 Penalty: 2541.120605
	Iteration 27Q: 3 clusters Score -224499.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -224499.359375 Penalty: 2541.120605
	Iteration 28F: 3 clusters Score -224499.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (127605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127605 members 
Entering Unmasked Estep 
Score: -13704628.000000 Penalty: 1910.462891
	Iteration 0F: 2 clusters Score -1.370463e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63792 members 
Mstep: Class 2 contains 63813 members 
Entering Unmasked Estep 
Score: -13618623.000000 Penalty: 3820.925781
	Iteration 0F: 3 clusters Score -1.361862e+07 nChanged 61810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60798 members 
Mstep: Class 2 contains 66807 members 
Entering Unmasked Estep 
Score: -13655883.000000 Penalty: 3820.925781
	Iteration 1F: 3 clusters Score -1.365588e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58896 members 
Mstep: Class 2 contains 68709 members 
Entering Unmasked Estep 
Score: -13657124.000000 Penalty: 3820.925781
	Iteration 2Q: 3 clusters Score -1.365712e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56148 members 
Mstep: Class 2 contains 71457 members 
Entering Unmasked Estep 
Score: -13659116.000000 Penalty: 3820.925781
	Iteration 3Q: 3 clusters Score -1.365912e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 75388 members 
Entering Unmasked Estep 
Score: -13661799.000000 Penalty: 3820.925781
	Iteration 4Q: 3 clusters Score -1.36618e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 80513 members 
Entering Unmasked Estep 
Score: -13665714.000000 Penalty: 3820.925781
	Iteration 5F: 3 clusters Score -1.366571e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 86958 members 
Entering Unmasked Estep 
Score: -13671128.000000 Penalty: 3820.925781
	Iteration 6F: 3 clusters Score -1.367113e+07 nChanged 8625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 94295 members 
Entering Unmasked Estep 
Score: -13677482.000000 Penalty: 3820.925781
	Iteration 7F: 3 clusters Score -1.367748e+07 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 101490 members 
Entering Unmasked Estep 
Score: -13684182.000000 Penalty: 3820.925781
	Iteration 8F: 3 clusters Score -1.368418e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 107330 members 
Entering Unmasked Estep 
Score: -13689833.000000 Penalty: 3820.925781
	Iteration 9Q: 3 clusters Score -1.368983e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 111499 members 
Entering Unmasked Estep 
Score: -13693528.000000 Penalty: 3820.925781
	Iteration 10Q: 3 clusters Score -1.369353e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 114383 members 
Entering Unmasked Estep 
Score: -13695842.000000 Penalty: 3820.925781
	Iteration 11Q: 3 clusters Score -1.369584e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 116656 members 
Entering Unmasked Estep 
Score: -13697448.000000 Penalty: 3820.925781
	Iteration 12Q: 3 clusters Score -1.369745e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 118569 members 
Entering Unmasked Estep 
Score: -13698729.000000 Penalty: 3820.925781
	Iteration 13Q: 3 clusters Score -1.369873e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 120186 members 
Entering Unmasked Estep 
Score: -13699965.000000 Penalty: 3820.925781
	Iteration 14Q: 3 clusters Score -1.369996e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 121412 members 
Entering Unmasked Estep 
Score: -13700868.000000 Penalty: 3820.925781
	Iteration 15Q: 3 clusters Score -1.370087e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 122326 members 
Entering Unmasked Estep 
Score: -13701563.000000 Penalty: 3820.925781
	Iteration 16Q: 3 clusters Score -1.370156e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 123005 members 
Entering Unmasked Estep 
Score: -13701978.000000 Penalty: 3820.925781
	Iteration 17Q: 3 clusters Score -1.370198e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 123504 members 
Entering Unmasked Estep 
Score: -13702262.000000 Penalty: 3820.925781
	Iteration 18Q: 3 clusters Score -1.370226e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 123888 members 
Entering Unmasked Estep 
Score: -13702458.000000 Penalty: 3820.925781
	Iteration 19Q: 3 clusters Score -1.370246e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 124211 members 
Entering Unmasked Estep 
Score: -13702594.000000 Penalty: 3820.925781
	Iteration 20F: 3 clusters Score -1.370259e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 124467 members 
Entering Unmasked Estep 
Score: -13702741.000000 Penalty: 3820.925781
	Iteration 21Q: 3 clusters Score -1.370274e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 124653 members 
Entering Unmasked Estep 
Score: -13702798.000000 Penalty: 3820.925781
	Iteration 22Q: 3 clusters Score -1.37028e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 124815 members 
Entering Unmasked Estep 
Score: -13702852.000000 Penalty: 3820.925781
	Iteration 23Q: 3 clusters Score -1.370285e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 124952 members 
Entering Unmasked Estep 
Score: -13702919.000000 Penalty: 3820.925781
	Iteration 24Q: 3 clusters Score -1.370292e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 125084 members 
Entering Unmasked Estep 
Score: -13702991.000000 Penalty: 3820.925781
	Iteration 25Q: 3 clusters Score -1.370299e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 125220 members 
Entering Unmasked Estep 
Score: -13703063.000000 Penalty: 3820.925781
	Iteration 26Q: 3 clusters Score -1.370306e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 125316 members 
Entering Unmasked Estep 
Score: -13703099.000000 Penalty: 3820.925781
	Iteration 27Q: 3 clusters Score -1.37031e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 125406 members 
Entering Unmasked Estep 
Score: -13703114.000000 Penalty: 3820.925781
	Iteration 28Q: 3 clusters Score -1.370311e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 125466 members 
Entering Unmasked Estep 
Score: -13703125.000000 Penalty: 3820.925781
	Iteration 29Q: 3 clusters Score -1.370312e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 125507 members 
Entering Unmasked Estep 
Score: -13703146.000000 Penalty: 3820.925781
	Iteration 30Q: 3 clusters Score -1.370315e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 125554 members 
Entering Unmasked Estep 
Score: -13703159.000000 Penalty: 3820.925781
	Iteration 31Q: 3 clusters Score -1.370316e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 125592 members 
Entering Unmasked Estep 
Score: -13703180.000000 Penalty: 3820.925781
	Iteration 32Q: 3 clusters Score -1.370318e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 125628 members 
Entering Unmasked Estep 
Score: -13703189.000000 Penalty: 3820.925781
	Iteration 33Q: 3 clusters Score -1.370319e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 125656 members 
Entering Unmasked Estep 
Score: -13703188.000000 Penalty: 3820.925781
	Iteration 34Q: 3 clusters Score -1.370319e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 125680 members 
Entering Unmasked Estep 
Score: -13703191.000000 Penalty: 3820.925781
	Iteration 35Q: 3 clusters Score -1.370319e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 125704 members 
Entering Unmasked Estep 
Score: -13703217.000000 Penalty: 3820.925781
	Iteration 36Q: 3 clusters Score -1.370322e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 125741 members 
Entering Unmasked Estep 
Score: -13703198.000000 Penalty: 3820.925781
	Iteration 37Q: 3 clusters Score -1.37032e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 125764 members 
Entering Unmasked Estep 
Score: -13703206.000000 Penalty: 3820.925781
	Iteration 38Q: 3 clusters Score -1.370321e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 125788 members 
Entering Unmasked Estep 
Score: -13703209.000000 Penalty: 3820.925781
	Iteration 39Q: 3 clusters Score -1.370321e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 125799 members 
Entering Unmasked Estep 
Score: -13703225.000000 Penalty: 3820.925781
	Iteration 40F: 3 clusters Score -1.370322e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 125817 members 
Entering Unmasked Estep 
Score: -13703208.000000 Penalty: 3820.925781
	Iteration 41Q: 3 clusters Score -1.370321e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 125830 members 
Entering Unmasked Estep 
Score: -13703214.000000 Penalty: 3820.925781
	Iteration 42Q: 3 clusters Score -1.370321e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 125851 members 
Entering Unmasked Estep 
Score: -13703226.000000 Penalty: 3820.925781
	Iteration 43Q: 3 clusters Score -1.370323e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 125863 members 
Entering Unmasked Estep 
Score: -13703205.000000 Penalty: 3820.925781
	Iteration 44Q: 3 clusters Score -1.37032e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 125881 members 
Entering Unmasked Estep 
Score: -13703219.000000 Penalty: 3820.925781
	Iteration 45Q: 3 clusters Score -1.370322e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 125897 members 
Entering Unmasked Estep 
Score: -13703230.000000 Penalty: 3820.925781
	Iteration 46Q: 3 clusters Score -1.370323e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 125909 members 
Entering Unmasked Estep 
Score: -13703236.000000 Penalty: 3820.925781
	Iteration 47Q: 3 clusters Score -1.370324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 125921 members 
Entering Unmasked Estep 
Score: -13703245.000000 Penalty: 3820.925781
	Iteration 48Q: 3 clusters Score -1.370324e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 125935 members 
Entering Unmasked Estep 
Score: -13703259.000000 Penalty: 3820.925781
	Iteration 49Q: 3 clusters Score -1.370326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 125941 members 
Entering Unmasked Estep 
Score: -13703271.000000 Penalty: 3820.925781
	Iteration 50Q: 3 clusters Score -1.370327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 125944 members 
Entering Unmasked Estep 
Score: -13703264.000000 Penalty: 3820.925781
	Iteration 51Q: 3 clusters Score -1.370326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 125945 members 
Entering Unmasked Estep 
Score: -13703267.000000 Penalty: 3820.925781
	Iteration 52Q: 3 clusters Score -1.370327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 125947 members 
Entering Unmasked Estep 
Score: -13703262.000000 Penalty: 3820.925781
	Iteration 53Q: 3 clusters Score -1.370326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 125947 members 
Entering Unmasked Estep 
Score: -13703262.000000 Penalty: 3820.925781
	Iteration 54F: 3 clusters Score -1.370326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Entering Unmasked Estep 
Score: -1857712.875000 Penalty: 1587.469116
	Iteration 0F: 2 clusters Score -1857713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1845683.000000 Penalty: 3174.938232
	Iteration 0F: 3 clusters Score -1845683 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1850103.000000 Penalty: 3174.938232
	Iteration 1F: 3 clusters Score -1850103 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1850408.000000 Penalty: 3174.938232
	Iteration 2Q: 3 clusters Score -1850408 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1850736.625000 Penalty: 3174.938232
	Iteration 3Q: 3 clusters Score -1850737 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1851095.375000 Penalty: 3174.938232
	Iteration 4Q: 3 clusters Score -1851095 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1851542.625000 Penalty: 3174.938232
	Iteration 5Q: 3 clusters Score -1851543 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1852035.250000 Penalty: 3174.938232
	Iteration 6Q: 3 clusters Score -1852035 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1852606.500000 Penalty: 3174.938232
	Iteration 7Q: 3 clusters Score -1852606 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1853251.250000 Penalty: 3174.938232
	Iteration 8Q: 3 clusters Score -1853251 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1853851.875000 Penalty: 3174.938232
	Iteration 9Q: 3 clusters Score -1853852 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1854337.250000 Penalty: 3174.938232
	Iteration 10Q: 3 clusters Score -1854337 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1854778.375000 Penalty: 3174.938232
	Iteration 11Q: 3 clusters Score -1854778 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -1855143.625000 Penalty: 3174.938232
	Iteration 12Q: 3 clusters Score -1855144 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -1855469.875000 Penalty: 3174.938232
	Iteration 13Q: 3 clusters Score -1855470 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -1855732.500000 Penalty: 3174.938232
	Iteration 14Q: 3 clusters Score -1855732 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -1855900.500000 Penalty: 3174.938232
	Iteration 15Q: 3 clusters Score -1855900 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -1856022.625000 Penalty: 3174.938232
	Iteration 16Q: 3 clusters Score -1856023 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -1856117.750000 Penalty: 3174.938232
	Iteration 17Q: 3 clusters Score -1856118 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -1856179.500000 Penalty: 3174.938232
	Iteration 18Q: 3 clusters Score -1856180 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -1856227.125000 Penalty: 3174.938232
	Iteration 19Q: 3 clusters Score -1856227 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -1856265.500000 Penalty: 3174.938232
	Iteration 20F: 3 clusters Score -1856266 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -1856297.875000 Penalty: 3174.938232
	Iteration 21Q: 3 clusters Score -1856298 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -1856325.000000 Penalty: 3174.938232
	Iteration 22Q: 3 clusters Score -1856325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -1856338.500000 Penalty: 3174.938232
	Iteration 23Q: 3 clusters Score -1856338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -1856351.750000 Penalty: 3174.938232
	Iteration 24Q: 3 clusters Score -1856352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -1856359.625000 Penalty: 3174.938232
	Iteration 25Q: 3 clusters Score -1856360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -1856365.000000 Penalty: 3174.938232
	Iteration 26Q: 3 clusters Score -1856365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -1856376.125000 Penalty: 3174.938232
	Iteration 27Q: 3 clusters Score -1856376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -1856379.125000 Penalty: 3174.938232
	Iteration 28Q: 3 clusters Score -1856379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -1856382.750000 Penalty: 3174.938232
	Iteration 29Q: 3 clusters Score -1856383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -1856382.875000 Penalty: 3174.938232
	Iteration 30Q: 3 clusters Score -1856383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -1856387.375000 Penalty: 3174.938232
	Iteration 31Q: 3 clusters Score -1856387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -1856391.625000 Penalty: 3174.938232
	Iteration 32Q: 3 clusters Score -1856392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -1856397.375000 Penalty: 3174.938232
	Iteration 33Q: 3 clusters Score -1856397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -1856398.125000 Penalty: 3174.938232
	Iteration 34Q: 3 clusters Score -1856398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -1856398.750000 Penalty: 3174.938232
	Iteration 35Q: 3 clusters Score -1856399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -1856396.500000 Penalty: 3174.938232
	Iteration 36Q: 3 clusters Score -1856396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -1856399.750000 Penalty: 3174.938232
	Iteration 37Q: 3 clusters Score -1856400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -1856399.750000 Penalty: 3174.938232
	Iteration 38F: 3 clusters Score -1856400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Entering Unmasked Estep 
Score: -2160752.750000 Penalty: 1614.104248
	Iteration 0F: 2 clusters Score -2160753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2146839.000000 Penalty: 3228.208496
	Iteration 0F: 3 clusters Score -2146839 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2152128.250000 Penalty: 3228.208496
	Iteration 1F: 3 clusters Score -2152128 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2152639.000000 Penalty: 3228.208496
	Iteration 2F: 3 clusters Score -2152639 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2153175.000000 Penalty: 3228.208496
	Iteration 3F: 3 clusters Score -2153175 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2153777.500000 Penalty: 3228.208496
	Iteration 4F: 3 clusters Score -2153778 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2154438.250000 Penalty: 3228.208496
	Iteration 5F: 3 clusters Score -2154438 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2155160.500000 Penalty: 3228.208496
	Iteration 6F: 3 clusters Score -2155160 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2155932.250000 Penalty: 3228.208496
	Iteration 7F: 3 clusters Score -2155932 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2156615.750000 Penalty: 3228.208496
	Iteration 8Q: 3 clusters Score -2156616 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2157134.500000 Penalty: 3228.208496
	Iteration 9Q: 3 clusters Score -2157134 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2157437.500000 Penalty: 3228.208496
	Iteration 10Q: 3 clusters Score -2157438 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2157643.000000 Penalty: 3228.208496
	Iteration 11Q: 3 clusters Score -2157643 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2157773.750000 Penalty: 3228.208496
	Iteration 12Q: 3 clusters Score -2157774 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2157867.250000 Penalty: 3228.208496
	Iteration 13Q: 3 clusters Score -2157867 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2157952.500000 Penalty: 3228.208496
	Iteration 14Q: 3 clusters Score -2157952 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2158020.500000 Penalty: 3228.208496
	Iteration 15Q: 3 clusters Score -2158020 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2158085.250000 Penalty: 3228.208496
	Iteration 16Q: 3 clusters Score -2158085 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2158139.250000 Penalty: 3228.208496
	Iteration 17Q: 3 clusters Score -2158139 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2158176.000000 Penalty: 3228.208496
	Iteration 18Q: 3 clusters Score -2158176 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2158197.750000 Penalty: 3228.208496
	Iteration 19Q: 3 clusters Score -2158198 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2158228.750000 Penalty: 3228.208496
	Iteration 20F: 3 clusters Score -2158229 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2158240.250000 Penalty: 3228.208496
	Iteration 21Q: 3 clusters Score -2158240 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2158263.750000 Penalty: 3228.208496
	Iteration 22Q: 3 clusters Score -2158264 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2158278.750000 Penalty: 3228.208496
	Iteration 23Q: 3 clusters Score -2158279 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2158276.750000 Penalty: 3228.208496
	Iteration 24Q: 3 clusters Score -2158277 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2158285.500000 Penalty: 3228.208496
	Iteration 25Q: 3 clusters Score -2158286 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2158292.750000 Penalty: 3228.208496
	Iteration 26Q: 3 clusters Score -2158293 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2158291.250000 Penalty: 3228.208496
	Iteration 27Q: 3 clusters Score -2158291 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2158297.000000 Penalty: 3228.208496
	Iteration 28Q: 3 clusters Score -2158297 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2158304.000000 Penalty: 3228.208496
	Iteration 29Q: 3 clusters Score -2158304 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2158307.500000 Penalty: 3228.208496
	Iteration 30Q: 3 clusters Score -2158308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2158310.500000 Penalty: 3228.208496
	Iteration 31Q: 3 clusters Score -2158310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2158311.000000 Penalty: 3228.208496
	Iteration 32Q: 3 clusters Score -2158311 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2158315.000000 Penalty: 3228.208496
	Iteration 33Q: 3 clusters Score -2158315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2158324.000000 Penalty: 3228.208496
	Iteration 34Q: 3 clusters Score -2158324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2158325.500000 Penalty: 3228.208496
	Iteration 35Q: 3 clusters Score -2158326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2158324.000000 Penalty: 3228.208496
	Iteration 36Q: 3 clusters Score -2158324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2158333.000000 Penalty: 3228.208496
	Iteration 37Q: 3 clusters Score -2158333 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2158336.000000 Penalty: 3228.208496
	Iteration 38Q: 3 clusters Score -2158336 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2158341.750000 Penalty: 3228.208496
	Iteration 39Q: 3 clusters Score -2158342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2158347.000000 Penalty: 3228.208496
	Iteration 40F: 3 clusters Score -2158347 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2158348.250000 Penalty: 3228.208496
	Iteration 41Q: 3 clusters Score -2158348 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2158354.250000 Penalty: 3228.208496
	Iteration 42Q: 3 clusters Score -2158354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2158351.750000 Penalty: 3228.208496
	Iteration 43Q: 3 clusters Score -2158352 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2158360.000000 Penalty: 3228.208496
	Iteration 44Q: 3 clusters Score -2158360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2158376.250000 Penalty: 3228.208496
	Iteration 45Q: 3 clusters Score -2158376 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2158387.500000 Penalty: 3228.208496
	Iteration 46Q: 3 clusters Score -2158388 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2158390.000000 Penalty: 3228.208496
	Iteration 47Q: 3 clusters Score -2158390 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2158388.750000 Penalty: 3228.208496
	Iteration 48Q: 3 clusters Score -2158389 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2158400.250000 Penalty: 3228.208496
	Iteration 49Q: 3 clusters Score -2158400 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2158408.500000 Penalty: 3228.208496
	Iteration 50Q: 3 clusters Score -2158408 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2158424.250000 Penalty: 3228.208496
	Iteration 51Q: 3 clusters Score -2158424 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2158439.250000 Penalty: 3228.208496
	Iteration 52Q: 3 clusters Score -2158439 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2158451.500000 Penalty: 3228.208496
	Iteration 53Q: 3 clusters Score -2158452 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2158465.250000 Penalty: 3228.208496
	Iteration 54Q: 3 clusters Score -2158465 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2158482.000000 Penalty: 3228.208496
	Iteration 55Q: 3 clusters Score -2158482 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2158510.000000 Penalty: 3228.208496
	Iteration 56Q: 3 clusters Score -2158510 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2158536.000000 Penalty: 3228.208496
	Iteration 57Q: 3 clusters Score -2158536 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2158585.750000 Penalty: 3228.208496
	Iteration 58Q: 3 clusters Score -2158586 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2158614.000000 Penalty: 3228.208496
	Iteration 59Q: 3 clusters Score -2158614 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2158663.000000 Penalty: 3228.208496
	Iteration 60F: 3 clusters Score -2158663 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2158711.000000 Penalty: 3228.208496
	Iteration 61Q: 3 clusters Score -2158711 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2158751.250000 Penalty: 3228.208496
	Iteration 62Q: 3 clusters Score -2158751 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2158794.250000 Penalty: 3228.208496
	Iteration 63Q: 3 clusters Score -2158794 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2158861.500000 Penalty: 3228.208496
	Iteration 64Q: 3 clusters Score -2158862 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2158914.000000 Penalty: 3228.208496
	Iteration 65Q: 3 clusters Score -2158914 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2158958.000000 Penalty: 3228.208496
	Iteration 66Q: 3 clusters Score -2158958 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2158990.750000 Penalty: 3228.208496
	Iteration 67Q: 3 clusters Score -2158991 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2159020.500000 Penalty: 3228.208496
	Iteration 68Q: 3 clusters Score -2159020 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2159044.750000 Penalty: 3228.208496
	Iteration 69Q: 3 clusters Score -2159045 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2159066.000000 Penalty: 3228.208496
	Iteration 70Q: 3 clusters Score -2159066 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2159084.250000 Penalty: 3228.208496
	Iteration 71Q: 3 clusters Score -2159084 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2159103.750000 Penalty: 3228.208496
	Iteration 72Q: 3 clusters Score -2159104 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2159120.500000 Penalty: 3228.208496
	Iteration 73Q: 3 clusters Score -2159120 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2159138.000000 Penalty: 3228.208496
	Iteration 74Q: 3 clusters Score -2159138 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2159154.500000 Penalty: 3228.208496
	Iteration 75Q: 3 clusters Score -2159154 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2159161.000000 Penalty: 3228.208496
	Iteration 76Q: 3 clusters Score -2159161 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -2159175.250000 Penalty: 3228.208496
	Iteration 77Q: 3 clusters Score -2159175 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2159188.250000 Penalty: 3228.208496
	Iteration 78Q: 3 clusters Score -2159188 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2159200.250000 Penalty: 3228.208496
	Iteration 79Q: 3 clusters Score -2159200 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2159213.500000 Penalty: 3228.208496
	Iteration 80F: 3 clusters Score -2159214 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2159219.000000 Penalty: 3228.208496
	Iteration 81Q: 3 clusters Score -2159219 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2159231.750000 Penalty: 3228.208496
	Iteration 82Q: 3 clusters Score -2159232 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2159239.000000 Penalty: 3228.208496
	Iteration 83Q: 3 clusters Score -2159239 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2159246.000000 Penalty: 3228.208496
	Iteration 84Q: 3 clusters Score -2159246 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2159263.500000 Penalty: 3228.208496
	Iteration 85Q: 3 clusters Score -2159264 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2159270.000000 Penalty: 3228.208496
	Iteration 86Q: 3 clusters Score -2159270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -2159272.500000 Penalty: 3228.208496
	Iteration 87Q: 3 clusters Score -2159272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -2159276.500000 Penalty: 3228.208496
	Iteration 88Q: 3 clusters Score -2159276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2159281.500000 Penalty: 3228.208496
	Iteration 89Q: 3 clusters Score -2159282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2159288.750000 Penalty: 3228.208496
	Iteration 90Q: 3 clusters Score -2159289 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2159292.000000 Penalty: 3228.208496
	Iteration 91Q: 3 clusters Score -2159292 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2159301.750000 Penalty: 3228.208496
	Iteration 92Q: 3 clusters Score -2159302 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2159306.250000 Penalty: 3228.208496
	Iteration 93Q: 3 clusters Score -2159306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2159314.750000 Penalty: 3228.208496
	Iteration 94Q: 3 clusters Score -2159315 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2159316.500000 Penalty: 3228.208496
	Iteration 95Q: 3 clusters Score -2159316 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2159319.500000 Penalty: 3228.208496
	Iteration 96Q: 3 clusters Score -2159320 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2159330.000000 Penalty: 3228.208496
	Iteration 97Q: 3 clusters Score -2159330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2159326.500000 Penalty: 3228.208496
	Iteration 98Q: 3 clusters Score -2159326 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2159330.000000 Penalty: 3228.208496
	Iteration 99Q: 3 clusters Score -2159330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2159338.250000 Penalty: 3228.208496
	Iteration 100F: 3 clusters Score -2159338 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2159340.250000 Penalty: 3228.208496
	Iteration 101Q: 3 clusters Score -2159340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2159353.000000 Penalty: 3228.208496
	Iteration 102Q: 3 clusters Score -2159353 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2159358.250000 Penalty: 3228.208496
	Iteration 103Q: 3 clusters Score -2159358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2159360.000000 Penalty: 3228.208496
	Iteration 104Q: 3 clusters Score -2159360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2159365.500000 Penalty: 3228.208496
	Iteration 105Q: 3 clusters Score -2159366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2159364.250000 Penalty: 3228.208496
	Iteration 106Q: 3 clusters Score -2159364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2159366.750000 Penalty: 3228.208496
	Iteration 107Q: 3 clusters Score -2159367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2159377.500000 Penalty: 3228.208496
	Iteration 108Q: 3 clusters Score -2159378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2159380.500000 Penalty: 3228.208496
	Iteration 109Q: 3 clusters Score -2159380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2159375.250000 Penalty: 3228.208496
	Iteration 110Q: 3 clusters Score -2159375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2159375.250000 Penalty: 3228.208496
	Iteration 111Q: 3 clusters Score -2159375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2159380.250000 Penalty: 3228.208496
	Iteration 112Q: 3 clusters Score -2159380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2159378.750000 Penalty: 3228.208496
	Iteration 113Q: 3 clusters Score -2159379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2159382.500000 Penalty: 3228.208496
	Iteration 114Q: 3 clusters Score -2159382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2159386.250000 Penalty: 3228.208496
	Iteration 115Q: 3 clusters Score -2159386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2159385.000000 Penalty: 3228.208496
	Iteration 116Q: 3 clusters Score -2159385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2159385.250000 Penalty: 3228.208496
	Iteration 117Q: 3 clusters Score -2159385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2159387.750000 Penalty: 3228.208496
	Iteration 118Q: 3 clusters Score -2159388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2159389.000000 Penalty: 3228.208496
	Iteration 119Q: 3 clusters Score -2159389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2159393.000000 Penalty: 3228.208496
	Iteration 120F: 3 clusters Score -2159393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2159393.750000 Penalty: 3228.208496
	Iteration 121Q: 3 clusters Score -2159394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2159390.000000 Penalty: 3228.208496
	Iteration 122Q: 3 clusters Score -2159390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2159390.500000 Penalty: 3228.208496
	Iteration 123Q: 3 clusters Score -2159390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2159390.500000 Penalty: 3228.208496
	Iteration 124Q: 3 clusters Score -2159390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2159389.000000 Penalty: 3228.208496
	Iteration 125Q: 3 clusters Score -2159389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2159389.500000 Penalty: 3228.208496
	Iteration 126Q: 3 clusters Score -2159390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2159394.000000 Penalty: 3228.208496
	Iteration 127Q: 3 clusters Score -2159394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2159394.250000 Penalty: 3228.208496
	Iteration 128Q: 3 clusters Score -2159394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -2159395.750000 Penalty: 3228.208496
	Iteration 129Q: 3 clusters Score -2159396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2159396.750000 Penalty: 3228.208496
	Iteration 130Q: 3 clusters Score -2159397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2159396.250000 Penalty: 3228.208496
	Iteration 131Q: 3 clusters Score -2159396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2159397.500000 Penalty: 3228.208496
	Iteration 132Q: 3 clusters Score -2159398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2159399.000000 Penalty: 3228.208496
	Iteration 133Q: 3 clusters Score -2159399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2159397.500000 Penalty: 3228.208496
	Iteration 134Q: 3 clusters Score -2159398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2159397.000000 Penalty: 3228.208496
	Iteration 135Q: 3 clusters Score -2159397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2159395.750000 Penalty: 3228.208496
	Iteration 136Q: 3 clusters Score -2159396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2159396.250000 Penalty: 3228.208496
	Iteration 137Q: 3 clusters Score -2159396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2159398.750000 Penalty: 3228.208496
	Iteration 138Q: 3 clusters Score -2159399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2159399.250000 Penalty: 3228.208496
	Iteration 139Q: 3 clusters Score -2159399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2159401.750000 Penalty: 3228.208496
	Iteration 140F: 3 clusters Score -2159402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2159403.500000 Penalty: 3228.208496
	Iteration 141Q: 3 clusters Score -2159404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2159402.250000 Penalty: 3228.208496
	Iteration 142Q: 3 clusters Score -2159402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2159402.250000 Penalty: 3228.208496
	Iteration 143F: 3 clusters Score -2159402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Entering Unmasked Estep 
Score: -315058.375000 Penalty: 1315.187622
	Iteration 0F: 2 clusters Score -315058.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -312231.156250 Penalty: 2630.375244
	Iteration 0F: 3 clusters Score -312231.2 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -312980.843750 Penalty: 2630.375244
	Iteration 1F: 3 clusters Score -312980.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -313201.843750 Penalty: 2630.375244
	Iteration 2F: 3 clusters Score -313201.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -313406.500000 Penalty: 2630.375244
	Iteration 3F: 3 clusters Score -313406.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -313617.625000 Penalty: 2630.375244
	Iteration 4F: 3 clusters Score -313617.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -313879.718750 Penalty: 2630.375244
	Iteration 5F: 3 clusters Score -313879.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -314200.968750 Penalty: 2630.375244
	Iteration 6F: 3 clusters Score -314201 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -314542.062500 Penalty: 2630.375244
	Iteration 7F: 3 clusters Score -314542.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -314788.656250 Penalty: 2630.375244
	Iteration 8F: 3 clusters Score -314788.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -314926.812500 Penalty: 2630.375244
	Iteration 9Q: 3 clusters Score -314926.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -315011.250000 Penalty: 2630.375244
	Iteration 10Q: 3 clusters Score -315011.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -315051.406250 Penalty: 2630.375244
	Iteration 11Q: 3 clusters Score -315051.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -315078.062500 Penalty: 2630.375244
	Iteration 12Q: 3 clusters Score -315078.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -315097.156250 Penalty: 2630.375244
	Iteration 13Q: 3 clusters Score -315097.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -315110.500000 Penalty: 2630.375244
	Iteration 14Q: 3 clusters Score -315110.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -315135.218750 Penalty: 2630.375244
	Iteration 15Q: 3 clusters Score -315135.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -315151.031250 Penalty: 2630.375244
	Iteration 16Q: 3 clusters Score -315151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -315160.687500 Penalty: 2630.375244
	Iteration 17Q: 3 clusters Score -315160.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -315165.375000 Penalty: 2630.375244
	Iteration 18Q: 3 clusters Score -315165.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -315165.656250 Penalty: 2630.375244
	Iteration 19Q: 3 clusters Score -315165.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -315165.656250 Penalty: 2630.375244
	Iteration 20F: 3 clusters Score -315165.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 21302 members 
Mstep: Class 3 contains 172200 members 
Mstep: Class 4 contains 29121 members 
Mstep: Class 5 contains 24106 members 
Mstep: Class 6 contains 12142 members 
Mstep: Class 7 contains 295 members 
Mstep: Class 8 contains 2319 members 
Mstep: Class 9 contains 5804 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 32333 members 
Mstep: Class 12 contains 12895 members 
Mstep: Class 13 contains 42621 members 
Mstep: Class 14 contains 18408 members 
Mstep: Class 15 contains 2487 members 
Mstep: Class 16 contains 127605 members 
Mstep: Class 17 contains 17484 members 
Mstep: Class 18 contains 20598 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 5405 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 19977 members 
Mstep: Class 23 contains 29217 members 
Mstep: Class 24 contains 117 members 
Mstep: Class 25 contains 4487 members 
Mstep: Class 26 contains 10844 members 
Mstep: Class 27 contains 4192 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 2766 members 
Mstep: Class 30 contains 1198 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 2236 members 
Mstep: Class 34 contains 2090 members 
Entering Unmasked Estep 
Score: -65959296.000000 Penalty: 73876.734375
Splitting cluster 19 changes total score from -65960096.000000 to -65959296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Entering Unmasked Estep 
Score: -522252.875000 Penalty: 1396.700439
	Iteration 0F: 2 clusters Score -522252.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -518043.656250 Penalty: 2793.400879
	Iteration 0F: 3 clusters Score -518043.7 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -519325.156250 Penalty: 2793.400879
	Iteration 1F: 3 clusters Score -519325.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -519575.843750 Penalty: 2793.400879
	Iteration 2F: 3 clusters Score -519575.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -519756.375000 Penalty: 2793.400879
	Iteration 3F: 3 clusters Score -519756.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -519896.500000 Penalty: 2793.400879
	Iteration 4Q: 3 clusters Score -519896.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -520016.562500 Penalty: 2793.400879
	Iteration 5Q: 3 clusters Score -520016.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -520127.781250 Penalty: 2793.400879
	Iteration 6Q: 3 clusters Score -520127.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -520223.125000 Penalty: 2793.400879
	Iteration 7Q: 3 clusters Score -520223.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -520314.843750 Penalty: 2793.400879
	Iteration 8Q: 3 clusters Score -520314.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -520398.687500 Penalty: 2793.400879
	Iteration 9Q: 3 clusters Score -520398.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -520467.593750 Penalty: 2793.400879
	Iteration 10Q: 3 clusters Score -520467.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -520528.250000 Penalty: 2793.400879
	Iteration 11Q: 3 clusters Score -520528.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -520597.093750 Penalty: 2793.400879
	Iteration 12Q: 3 clusters Score -520597.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -520657.656250 Penalty: 2793.400879
	Iteration 13Q: 3 clusters Score -520657.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -520707.843750 Penalty: 2793.400879
	Iteration 14Q: 3 clusters Score -520707.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -520752.656250 Penalty: 2793.400879
	Iteration 15Q: 3 clusters Score -520752.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -520787.218750 Penalty: 2793.400879
	Iteration 16Q: 3 clusters Score -520787.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -520814.031250 Penalty: 2793.400879
	Iteration 17Q: 3 clusters Score -520814 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -520835.781250 Penalty: 2793.400879
	Iteration 18Q: 3 clusters Score -520835.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -520849.812500 Penalty: 2793.400879
	Iteration 19Q: 3 clusters Score -520849.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -520864.187500 Penalty: 2793.400879
	Iteration 20F: 3 clusters Score -520864.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -520871.312500 Penalty: 2793.400879
	Iteration 21Q: 3 clusters Score -520871.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -520883.187500 Penalty: 2793.400879
	Iteration 22Q: 3 clusters Score -520883.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -520889.500000 Penalty: 2793.400879
	Iteration 23Q: 3 clusters Score -520889.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -520895.218750 Penalty: 2793.400879
	Iteration 24Q: 3 clusters Score -520895.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -520901.812500 Penalty: 2793.400879
	Iteration 25Q: 3 clusters Score -520901.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -520906.750000 Penalty: 2793.400879
	Iteration 26Q: 3 clusters Score -520906.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -520910.218750 Penalty: 2793.400879
	Iteration 27Q: 3 clusters Score -520910.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -520913.875000 Penalty: 2793.400879
	Iteration 28Q: 3 clusters Score -520913.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -520917.625000 Penalty: 2793.400879
	Iteration 29Q: 3 clusters Score -520917.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -520922.750000 Penalty: 2793.400879
	Iteration 30Q: 3 clusters Score -520922.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -520926.562500 Penalty: 2793.400879
	Iteration 31Q: 3 clusters Score -520926.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -520929.843750 Penalty: 2793.400879
	Iteration 32Q: 3 clusters Score -520929.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -520935.875000 Penalty: 2793.400879
	Iteration 33Q: 3 clusters Score -520935.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -520943.562500 Penalty: 2793.400879
	Iteration 34Q: 3 clusters Score -520943.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -520950.781250 Penalty: 2793.400879
	Iteration 35Q: 3 clusters Score -520950.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -520957.187500 Penalty: 2793.400879
	Iteration 36Q: 3 clusters Score -520957.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -520962.468750 Penalty: 2793.400879
	Iteration 37Q: 3 clusters Score -520962.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -520965.843750 Penalty: 2793.400879
	Iteration 38Q: 3 clusters Score -520965.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -520967.312500 Penalty: 2793.400879
	Iteration 39Q: 3 clusters Score -520967.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -520967.906250 Penalty: 2793.400879
	Iteration 40F: 3 clusters Score -520967.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -520967.968750 Penalty: 2793.400879
	Iteration 41Q: 3 clusters Score -520968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -520968.687500 Penalty: 2793.400879
	Iteration 42Q: 3 clusters Score -520968.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -520970.250000 Penalty: 2793.400879
	Iteration 43Q: 3 clusters Score -520970.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -520970.312500 Penalty: 2793.400879
	Iteration 44Q: 3 clusters Score -520970.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -520970.843750 Penalty: 2793.400879
	Iteration 45Q: 3 clusters Score -520970.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -520971.062500 Penalty: 2793.400879
	Iteration 46Q: 3 clusters Score -520971.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -520971.937500 Penalty: 2793.400879
	Iteration 47Q: 3 clusters Score -520971.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -520974.000000 Penalty: 2793.400879
	Iteration 48Q: 3 clusters Score -520974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -520977.375000 Penalty: 2793.400879
	Iteration 49Q: 3 clusters Score -520977.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -520977.968750 Penalty: 2793.400879
	Iteration 50Q: 3 clusters Score -520978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -520979.062500 Penalty: 2793.400879
	Iteration 51Q: 3 clusters Score -520979.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -520980.125000 Penalty: 2793.400879
	Iteration 52Q: 3 clusters Score -520980.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -520981.718750 Penalty: 2793.400879
	Iteration 53Q: 3 clusters Score -520981.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -520982.343750 Penalty: 2793.400879
	Iteration 54Q: 3 clusters Score -520982.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -520982.968750 Penalty: 2793.400879
	Iteration 55Q: 3 clusters Score -520983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -520984.750000 Penalty: 2793.400879
	Iteration 56Q: 3 clusters Score -520984.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -520985.375000 Penalty: 2793.400879
	Iteration 57Q: 3 clusters Score -520985.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -520986.812500 Penalty: 2793.400879
	Iteration 58Q: 3 clusters Score -520986.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -520989.437500 Penalty: 2793.400879
	Iteration 59Q: 3 clusters Score -520989.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -520989.687500 Penalty: 2793.400879
	Iteration 60F: 3 clusters Score -520989.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -520990.906250 Penalty: 2793.400879
	Iteration 61Q: 3 clusters Score -520990.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -520994.156250 Penalty: 2793.400879
	Iteration 62Q: 3 clusters Score -520994.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -520996.437500 Penalty: 2793.400879
	Iteration 63Q: 3 clusters Score -520996.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -520998.000000 Penalty: 2793.400879
	Iteration 64Q: 3 clusters Score -520998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -520999.750000 Penalty: 2793.400879
	Iteration 65Q: 3 clusters Score -520999.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -521000.500000 Penalty: 2793.400879
	Iteration 66Q: 3 clusters Score -521000.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -521000.968750 Penalty: 2793.400879
	Iteration 67Q: 3 clusters Score -521001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -521002.187500 Penalty: 2793.400879
	Iteration 68Q: 3 clusters Score -521002.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -521001.593750 Penalty: 2793.400879
	Iteration 69Q: 3 clusters Score -521001.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -521002.156250 Penalty: 2793.400879
	Iteration 70Q: 3 clusters Score -521002.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -521002.218750 Penalty: 2793.400879
	Iteration 71Q: 3 clusters Score -521002.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -521002.468750 Penalty: 2793.400879
	Iteration 72Q: 3 clusters Score -521002.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -521003.312500 Penalty: 2793.400879
	Iteration 73Q: 3 clusters Score -521003.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -521003.468750 Penalty: 2793.400879
	Iteration 74Q: 3 clusters Score -521003.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -521003.281250 Penalty: 2793.400879
	Iteration 75Q: 3 clusters Score -521003.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -521004.718750 Penalty: 2793.400879
	Iteration 76Q: 3 clusters Score -521004.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -521005.593750 Penalty: 2793.400879
	Iteration 77Q: 3 clusters Score -521005.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -521005.468750 Penalty: 2793.400879
	Iteration 78Q: 3 clusters Score -521005.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -521005.843750 Penalty: 2793.400879
	Iteration 79Q: 3 clusters Score -521005.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -521006.593750 Penalty: 2793.400879
	Iteration 80F: 3 clusters Score -521006.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -521008.343750 Penalty: 2793.400879
	Iteration 81Q: 3 clusters Score -521008.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -521009.093750 Penalty: 2793.400879
	Iteration 82Q: 3 clusters Score -521009.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -521009.687500 Penalty: 2793.400879
	Iteration 83Q: 3 clusters Score -521009.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -521010.062500 Penalty: 2793.400879
	Iteration 84Q: 3 clusters Score -521010.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -521009.968750 Penalty: 2793.400879
	Iteration 85Q: 3 clusters Score -521010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -521010.625000 Penalty: 2793.400879
	Iteration 86Q: 3 clusters Score -521010.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -521011.687500 Penalty: 2793.400879
	Iteration 87Q: 3 clusters Score -521011.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -521012.937500 Penalty: 2793.400879
	Iteration 88Q: 3 clusters Score -521012.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -521014.125000 Penalty: 2793.400879
	Iteration 89Q: 3 clusters Score -521014.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -521012.906250 Penalty: 2793.400879
	Iteration 90Q: 3 clusters Score -521012.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -521014.562500 Penalty: 2793.400879
	Iteration 91Q: 3 clusters Score -521014.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -521015.218750 Penalty: 2793.400879
	Iteration 92Q: 3 clusters Score -521015.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -521014.937500 Penalty: 2793.400879
	Iteration 93Q: 3 clusters Score -521014.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -521018.062500 Penalty: 2793.400879
	Iteration 94Q: 3 clusters Score -521018.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -521017.500000 Penalty: 2793.400879
	Iteration 95Q: 3 clusters Score -521017.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -521019.750000 Penalty: 2793.400879
	Iteration 96Q: 3 clusters Score -521019.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -521019.812500 Penalty: 2793.400879
	Iteration 97Q: 3 clusters Score -521019.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -521021.781250 Penalty: 2793.400879
	Iteration 98Q: 3 clusters Score -521021.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -521023.625000 Penalty: 2793.400879
	Iteration 99Q: 3 clusters Score -521023.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -521024.000000 Penalty: 2793.400879
	Iteration 100F: 3 clusters Score -521024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -521028.500000 Penalty: 2793.400879
	Iteration 101Q: 3 clusters Score -521028.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -521030.968750 Penalty: 2793.400879
	Iteration 102Q: 3 clusters Score -521031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -521033.218750 Penalty: 2793.400879
	Iteration 103Q: 3 clusters Score -521033.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -521036.406250 Penalty: 2793.400879
	Iteration 104Q: 3 clusters Score -521036.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -521037.187500 Penalty: 2793.400879
	Iteration 105Q: 3 clusters Score -521037.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -521038.718750 Penalty: 2793.400879
	Iteration 106Q: 3 clusters Score -521038.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -521041.062500 Penalty: 2793.400879
	Iteration 107Q: 3 clusters Score -521041.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -521043.656250 Penalty: 2793.400879
	Iteration 108Q: 3 clusters Score -521043.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -521047.281250 Penalty: 2793.400879
	Iteration 109Q: 3 clusters Score -521047.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -521048.406250 Penalty: 2793.400879
	Iteration 110Q: 3 clusters Score -521048.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -521052.718750 Penalty: 2793.400879
	Iteration 111Q: 3 clusters Score -521052.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -521052.812500 Penalty: 2793.400879
	Iteration 112Q: 3 clusters Score -521052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -521052.437500 Penalty: 2793.400879
	Iteration 113Q: 3 clusters Score -521052.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -521052.875000 Penalty: 2793.400879
	Iteration 114Q: 3 clusters Score -521052.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -521053.312500 Penalty: 2793.400879
	Iteration 115Q: 3 clusters Score -521053.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -521053.312500 Penalty: 2793.400879
	Iteration 116F: 3 clusters Score -521053.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Entering Unmasked Estep 
Score: -328501.031250 Penalty: 1309.940430
	Iteration 0F: 2 clusters Score -328501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -325683.968750 Penalty: 2619.880859
	Iteration 0F: 3 clusters Score -325684 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -326474.593750 Penalty: 2619.880859
	Iteration 1F: 3 clusters Score -326474.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -326761.781250 Penalty: 2619.880859
	Iteration 2F: 3 clusters Score -326761.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -327012.937500 Penalty: 2619.880859
	Iteration 3F: 3 clusters Score -327012.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -327186.062500 Penalty: 2619.880859
	Iteration 4F: 3 clusters Score -327186.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -327331.906250 Penalty: 2619.880859
	Iteration 5F: 3 clusters Score -327331.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -327468.781250 Penalty: 2619.880859
	Iteration 6Q: 3 clusters Score -327468.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -327578.187500 Penalty: 2619.880859
	Iteration 7Q: 3 clusters Score -327578.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -327654.468750 Penalty: 2619.880859
	Iteration 8Q: 3 clusters Score -327654.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -327706.093750 Penalty: 2619.880859
	Iteration 9Q: 3 clusters Score -327706.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -327737.218750 Penalty: 2619.880859
	Iteration 10Q: 3 clusters Score -327737.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -327761.187500 Penalty: 2619.880859
	Iteration 11Q: 3 clusters Score -327761.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -327779.593750 Penalty: 2619.880859
	Iteration 12Q: 3 clusters Score -327779.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -327791.562500 Penalty: 2619.880859
	Iteration 13Q: 3 clusters Score -327791.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -327802.093750 Penalty: 2619.880859
	Iteration 14Q: 3 clusters Score -327802.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -327811.218750 Penalty: 2619.880859
	Iteration 15Q: 3 clusters Score -327811.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -327819.406250 Penalty: 2619.880859
	Iteration 16Q: 3 clusters Score -327819.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -327826.187500 Penalty: 2619.880859
	Iteration 17Q: 3 clusters Score -327826.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -327830.906250 Penalty: 2619.880859
	Iteration 18Q: 3 clusters Score -327830.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -327833.468750 Penalty: 2619.880859
	Iteration 19Q: 3 clusters Score -327833.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -327841.375000 Penalty: 2619.880859
	Iteration 20F: 3 clusters Score -327841.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -327850.437500 Penalty: 2619.880859
	Iteration 21Q: 3 clusters Score -327850.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -327859.062500 Penalty: 2619.880859
	Iteration 22Q: 3 clusters Score -327859.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -327866.812500 Penalty: 2619.880859
	Iteration 23Q: 3 clusters Score -327866.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -327870.562500 Penalty: 2619.880859
	Iteration 24Q: 3 clusters Score -327870.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -327874.062500 Penalty: 2619.880859
	Iteration 25Q: 3 clusters Score -327874.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -327875.687500 Penalty: 2619.880859
	Iteration 26Q: 3 clusters Score -327875.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -327876.781250 Penalty: 2619.880859
	Iteration 27Q: 3 clusters Score -327876.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -327876.937500 Penalty: 2619.880859
	Iteration 28Q: 3 clusters Score -327876.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -327876.937500 Penalty: 2619.880859
	Iteration 29F: 3 clusters Score -327876.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Entering Unmasked Estep 
Score: -2124860.750000 Penalty: 1609.129761
	Iteration 0F: 2 clusters Score -2124861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2111146.500000 Penalty: 3218.259521
	Iteration 0F: 3 clusters Score -2111146 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2116285.750000 Penalty: 3218.259521
	Iteration 1F: 3 clusters Score -2116286 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2116702.500000 Penalty: 3218.259521
	Iteration 2F: 3 clusters Score -2116702 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2117095.000000 Penalty: 3218.259521
	Iteration 3Q: 3 clusters Score -2117095 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2117442.750000 Penalty: 3218.259521
	Iteration 4Q: 3 clusters Score -2117443 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2117742.750000 Penalty: 3218.259521
	Iteration 5Q: 3 clusters Score -2117743 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2118031.000000 Penalty: 3218.259521
	Iteration 6Q: 3 clusters Score -2118031 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2118311.250000 Penalty: 3218.259521
	Iteration 7Q: 3 clusters Score -2118311 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2118625.500000 Penalty: 3218.259521
	Iteration 8Q: 3 clusters Score -2118626 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2118964.750000 Penalty: 3218.259521
	Iteration 9Q: 3 clusters Score -2118965 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2119337.750000 Penalty: 3218.259521
	Iteration 10Q: 3 clusters Score -2119338 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2119688.750000 Penalty: 3218.259521
	Iteration 11Q: 3 clusters Score -2119689 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2119992.750000 Penalty: 3218.259521
	Iteration 12Q: 3 clusters Score -2119993 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2120202.000000 Penalty: 3218.259521
	Iteration 13Q: 3 clusters Score -2120202 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2120338.000000 Penalty: 3218.259521
	Iteration 14Q: 3 clusters Score -2120338 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2120417.750000 Penalty: 3218.259521
	Iteration 15Q: 3 clusters Score -2120418 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2120465.250000 Penalty: 3218.259521
	Iteration 16Q: 3 clusters Score -2120465 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2120496.500000 Penalty: 3218.259521
	Iteration 17Q: 3 clusters Score -2120496 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2120512.750000 Penalty: 3218.259521
	Iteration 18Q: 3 clusters Score -2120513 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2120540.750000 Penalty: 3218.259521
	Iteration 19Q: 3 clusters Score -2120541 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2120554.250000 Penalty: 3218.259521
	Iteration 20F: 3 clusters Score -2120554 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2120559.000000 Penalty: 3218.259521
	Iteration 21Q: 3 clusters Score -2120559 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2120573.750000 Penalty: 3218.259521
	Iteration 22Q: 3 clusters Score -2120574 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2120587.250000 Penalty: 3218.259521
	Iteration 23Q: 3 clusters Score -2120587 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2120597.000000 Penalty: 3218.259521
	Iteration 24Q: 3 clusters Score -2120597 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2120601.750000 Penalty: 3218.259521
	Iteration 25Q: 3 clusters Score -2120602 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2120608.000000 Penalty: 3218.259521
	Iteration 26Q: 3 clusters Score -2120608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2120613.500000 Penalty: 3218.259521
	Iteration 27Q: 3 clusters Score -2120614 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2120621.750000 Penalty: 3218.259521
	Iteration 28Q: 3 clusters Score -2120622 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2120610.750000 Penalty: 3218.259521
	Iteration 29Q: 3 clusters Score -2120611 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2120629.000000 Penalty: 3218.259521
	Iteration 30Q: 3 clusters Score -2120629 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2120637.500000 Penalty: 3218.259521
	Iteration 31Q: 3 clusters Score -2120638 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2120647.000000 Penalty: 3218.259521
	Iteration 32Q: 3 clusters Score -2120647 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2120663.000000 Penalty: 3218.259521
	Iteration 33Q: 3 clusters Score -2120663 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2120684.750000 Penalty: 3218.259521
	Iteration 34Q: 3 clusters Score -2120685 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2120691.500000 Penalty: 3218.259521
	Iteration 35Q: 3 clusters Score -2120692 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2120707.500000 Penalty: 3218.259521
	Iteration 36Q: 3 clusters Score -2120708 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2120713.750000 Penalty: 3218.259521
	Iteration 37Q: 3 clusters Score -2120714 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2120737.000000 Penalty: 3218.259521
	Iteration 38Q: 3 clusters Score -2120737 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2120745.250000 Penalty: 3218.259521
	Iteration 39Q: 3 clusters Score -2120745 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2120761.750000 Penalty: 3218.259521
	Iteration 40F: 3 clusters Score -2120762 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2120786.000000 Penalty: 3218.259521
	Iteration 41Q: 3 clusters Score -2120786 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2120812.500000 Penalty: 3218.259521
	Iteration 42Q: 3 clusters Score -2120812 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2120835.000000 Penalty: 3218.259521
	Iteration 43Q: 3 clusters Score -2120835 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2120859.500000 Penalty: 3218.259521
	Iteration 44Q: 3 clusters Score -2120860 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2120890.500000 Penalty: 3218.259521
	Iteration 45Q: 3 clusters Score -2120890 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2120922.000000 Penalty: 3218.259521
	Iteration 46Q: 3 clusters Score -2120922 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2120953.250000 Penalty: 3218.259521
	Iteration 47Q: 3 clusters Score -2120953 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2121002.750000 Penalty: 3218.259521
	Iteration 48Q: 3 clusters Score -2121003 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2121036.000000 Penalty: 3218.259521
	Iteration 49Q: 3 clusters Score -2121036 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2121065.000000 Penalty: 3218.259521
	Iteration 50Q: 3 clusters Score -2121065 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2121094.500000 Penalty: 3218.259521
	Iteration 51Q: 3 clusters Score -2121094 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2121136.250000 Penalty: 3218.259521
	Iteration 52Q: 3 clusters Score -2121136 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2121169.000000 Penalty: 3218.259521
	Iteration 53Q: 3 clusters Score -2121169 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2121202.250000 Penalty: 3218.259521
	Iteration 54Q: 3 clusters Score -2121202 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2121250.000000 Penalty: 3218.259521
	Iteration 55Q: 3 clusters Score -2121250 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2121316.250000 Penalty: 3218.259521
	Iteration 56Q: 3 clusters Score -2121316 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2121372.500000 Penalty: 3218.259521
	Iteration 57Q: 3 clusters Score -2121372 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2121452.000000 Penalty: 3218.259521
	Iteration 58Q: 3 clusters Score -2121452 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2121555.250000 Penalty: 3218.259521
	Iteration 59Q: 3 clusters Score -2121555 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2121659.000000 Penalty: 3218.259521
	Iteration 60F: 3 clusters Score -2121659 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2121767.500000 Penalty: 3218.259521
	Iteration 61Q: 3 clusters Score -2121768 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2121879.750000 Penalty: 3218.259521
	Iteration 62Q: 3 clusters Score -2121880 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2122001.500000 Penalty: 3218.259521
	Iteration 63Q: 3 clusters Score -2122002 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2122106.250000 Penalty: 3218.259521
	Iteration 64Q: 3 clusters Score -2122106 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2122210.750000 Penalty: 3218.259521
	Iteration 65Q: 3 clusters Score -2122211 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2122305.000000 Penalty: 3218.259521
	Iteration 66Q: 3 clusters Score -2122305 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2122404.000000 Penalty: 3218.259521
	Iteration 67Q: 3 clusters Score -2122404 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2122524.500000 Penalty: 3218.259521
	Iteration 68Q: 3 clusters Score -2122524 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2122629.000000 Penalty: 3218.259521
	Iteration 69Q: 3 clusters Score -2122629 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2122744.500000 Penalty: 3218.259521
	Iteration 70Q: 3 clusters Score -2122744 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2122848.750000 Penalty: 3218.259521
	Iteration 71Q: 3 clusters Score -2122849 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2122962.000000 Penalty: 3218.259521
	Iteration 72Q: 3 clusters Score -2122962 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2123049.500000 Penalty: 3218.259521
	Iteration 73Q: 3 clusters Score -2123050 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2123157.750000 Penalty: 3218.259521
	Iteration 74Q: 3 clusters Score -2123158 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2123259.250000 Penalty: 3218.259521
	Iteration 75Q: 3 clusters Score -2123259 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2123353.000000 Penalty: 3218.259521
	Iteration 76Q: 3 clusters Score -2123353 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2123418.250000 Penalty: 3218.259521
	Iteration 77Q: 3 clusters Score -2123418 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2123465.250000 Penalty: 3218.259521
	Iteration 78Q: 3 clusters Score -2123465 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2123498.250000 Penalty: 3218.259521
	Iteration 79Q: 3 clusters Score -2123498 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2123530.500000 Penalty: 3218.259521
	Iteration 80F: 3 clusters Score -2123530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2123548.250000 Penalty: 3218.259521
	Iteration 81Q: 3 clusters Score -2123548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2123564.000000 Penalty: 3218.259521
	Iteration 82Q: 3 clusters Score -2123564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2123589.250000 Penalty: 3218.259521
	Iteration 83Q: 3 clusters Score -2123589 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2123606.500000 Penalty: 3218.259521
	Iteration 84Q: 3 clusters Score -2123606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2123627.000000 Penalty: 3218.259521
	Iteration 85Q: 3 clusters Score -2123627 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2123651.500000 Penalty: 3218.259521
	Iteration 86Q: 3 clusters Score -2123652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2123668.250000 Penalty: 3218.259521
	Iteration 87Q: 3 clusters Score -2123668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2123682.000000 Penalty: 3218.259521
	Iteration 88Q: 3 clusters Score -2123682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2123696.750000 Penalty: 3218.259521
	Iteration 89Q: 3 clusters Score -2123697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2123701.750000 Penalty: 3218.259521
	Iteration 90Q: 3 clusters Score -2123702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2123703.750000 Penalty: 3218.259521
	Iteration 91Q: 3 clusters Score -2123704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2123715.500000 Penalty: 3218.259521
	Iteration 92Q: 3 clusters Score -2123716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2123718.000000 Penalty: 3218.259521
	Iteration 93Q: 3 clusters Score -2123718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2123720.750000 Penalty: 3218.259521
	Iteration 94Q: 3 clusters Score -2123721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2123720.750000 Penalty: 3218.259521
	Iteration 95Q: 3 clusters Score -2123721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2123727.250000 Penalty: 3218.259521
	Iteration 96Q: 3 clusters Score -2123727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2123732.250000 Penalty: 3218.259521
	Iteration 97Q: 3 clusters Score -2123732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2123736.000000 Penalty: 3218.259521
	Iteration 98Q: 3 clusters Score -2123736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2123737.750000 Penalty: 3218.259521
	Iteration 99Q: 3 clusters Score -2123738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2123739.750000 Penalty: 3218.259521
	Iteration 100F: 3 clusters Score -2123740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2123735.750000 Penalty: 3218.259521
	Iteration 101Q: 3 clusters Score -2123736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2123737.500000 Penalty: 3218.259521
	Iteration 102Q: 3 clusters Score -2123738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2123739.500000 Penalty: 3218.259521
	Iteration 103Q: 3 clusters Score -2123740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2123742.750000 Penalty: 3218.259521
	Iteration 104Q: 3 clusters Score -2123743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2123743.750000 Penalty: 3218.259521
	Iteration 105Q: 3 clusters Score -2123744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2123746.750000 Penalty: 3218.259521
	Iteration 106Q: 3 clusters Score -2123747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2123747.000000 Penalty: 3218.259521
	Iteration 107Q: 3 clusters Score -2123747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2123750.250000 Penalty: 3218.259521
	Iteration 108Q: 3 clusters Score -2123750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2123752.250000 Penalty: 3218.259521
	Iteration 109Q: 3 clusters Score -2123752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2123752.500000 Penalty: 3218.259521
	Iteration 110Q: 3 clusters Score -2123752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2123752.500000 Penalty: 3218.259521
	Iteration 111F: 3 clusters Score -2123752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Entering Unmasked Estep 
Score: -3078749.500000 Penalty: 1670.907227
	Iteration 0F: 2 clusters Score -3078750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -3059186.250000 Penalty: 3341.814453
	Iteration 0F: 3 clusters Score -3059186 nChanged 13403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -3066577.250000 Penalty: 3341.814453
	Iteration 1F: 3 clusters Score -3066577 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -3067084.500000 Penalty: 3341.814453
	Iteration 2Q: 3 clusters Score -3067084 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3067781.750000 Penalty: 3341.814453
	Iteration 3Q: 3 clusters Score -3067782 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -3068787.000000 Penalty: 3341.814453
	Iteration 4F: 3 clusters Score -3068787 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -3069975.500000 Penalty: 3341.814453
	Iteration 5F: 3 clusters Score -3069976 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -3071191.750000 Penalty: 3341.814453
	Iteration 6F: 3 clusters Score -3071192 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -3072499.500000 Penalty: 3341.814453
	Iteration 7F: 3 clusters Score -3072500 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -3073778.500000 Penalty: 3341.814453
	Iteration 8F: 3 clusters Score -3073778 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -3074672.250000 Penalty: 3341.814453
	Iteration 9Q: 3 clusters Score -3074672 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -3075127.500000 Penalty: 3341.814453
	Iteration 10Q: 3 clusters Score -3075128 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -3075494.500000 Penalty: 3341.814453
	Iteration 11Q: 3 clusters Score -3075494 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -3075790.750000 Penalty: 3341.814453
	Iteration 12Q: 3 clusters Score -3075791 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -3076047.250000 Penalty: 3341.814453
	Iteration 13Q: 3 clusters Score -3076047 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -3076287.250000 Penalty: 3341.814453
	Iteration 14Q: 3 clusters Score -3076287 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -3076430.750000 Penalty: 3341.814453
	Iteration 15Q: 3 clusters Score -3076431 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -3076584.250000 Penalty: 3341.814453
	Iteration 16Q: 3 clusters Score -3076584 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -3076694.000000 Penalty: 3341.814453
	Iteration 17Q: 3 clusters Score -3076694 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -3076774.500000 Penalty: 3341.814453
	Iteration 18Q: 3 clusters Score -3076774 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -3076844.750000 Penalty: 3341.814453
	Iteration 19Q: 3 clusters Score -3076845 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -3076917.500000 Penalty: 3341.814453
	Iteration 20F: 3 clusters Score -3076918 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -3076983.750000 Penalty: 3341.814453
	Iteration 21Q: 3 clusters Score -3076984 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -3077019.750000 Penalty: 3341.814453
	Iteration 22Q: 3 clusters Score -3077020 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -3077071.500000 Penalty: 3341.814453
	Iteration 23Q: 3 clusters Score -3077072 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -3077104.000000 Penalty: 3341.814453
	Iteration 24Q: 3 clusters Score -3077104 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -3077128.500000 Penalty: 3341.814453
	Iteration 25Q: 3 clusters Score -3077128 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -3077158.500000 Penalty: 3341.814453
	Iteration 26Q: 3 clusters Score -3077158 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -3077180.750000 Penalty: 3341.814453
	Iteration 27Q: 3 clusters Score -3077181 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -3077201.250000 Penalty: 3341.814453
	Iteration 28Q: 3 clusters Score -3077201 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -3077205.500000 Penalty: 3341.814453
	Iteration 29Q: 3 clusters Score -3077206 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -3077228.250000 Penalty: 3341.814453
	Iteration 30Q: 3 clusters Score -3077228 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3077239.000000 Penalty: 3341.814453
	Iteration 31Q: 3 clusters Score -3077239 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -3077255.750000 Penalty: 3341.814453
	Iteration 32Q: 3 clusters Score -3077256 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -3077253.750000 Penalty: 3341.814453
	Iteration 33Q: 3 clusters Score -3077254 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -3077276.750000 Penalty: 3341.814453
	Iteration 34Q: 3 clusters Score -3077277 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -3077291.750000 Penalty: 3341.814453
	Iteration 35Q: 3 clusters Score -3077292 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -3077289.500000 Penalty: 3341.814453
	Iteration 36Q: 3 clusters Score -3077290 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -3077303.000000 Penalty: 3341.814453
	Iteration 37Q: 3 clusters Score -3077303 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -3077313.000000 Penalty: 3341.814453
	Iteration 38Q: 3 clusters Score -3077313 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -3077326.500000 Penalty: 3341.814453
	Iteration 39Q: 3 clusters Score -3077326 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -3077320.750000 Penalty: 3341.814453
	Iteration 40F: 3 clusters Score -3077321 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -3077329.500000 Penalty: 3341.814453
	Iteration 41Q: 3 clusters Score -3077330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -3077335.000000 Penalty: 3341.814453
	Iteration 42Q: 3 clusters Score -3077335 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -3077336.500000 Penalty: 3341.814453
	Iteration 43Q: 3 clusters Score -3077336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -3077345.000000 Penalty: 3341.814453
	Iteration 44Q: 3 clusters Score -3077345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -3077341.750000 Penalty: 3341.814453
	Iteration 45Q: 3 clusters Score -3077342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -3077343.000000 Penalty: 3341.814453
	Iteration 46Q: 3 clusters Score -3077343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -3077339.000000 Penalty: 3341.814453
	Iteration 47Q: 3 clusters Score -3077339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -3077343.750000 Penalty: 3341.814453
	Iteration 48Q: 3 clusters Score -3077344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -3077347.250000 Penalty: 3341.814453
	Iteration 49Q: 3 clusters Score -3077347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -3077342.750000 Penalty: 3341.814453
	Iteration 50Q: 3 clusters Score -3077343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -3077344.500000 Penalty: 3341.814453
	Iteration 51Q: 3 clusters Score -3077344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -3077347.000000 Penalty: 3341.814453
	Iteration 52Q: 3 clusters Score -3077347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3077345.500000 Penalty: 3341.814453
	Iteration 53Q: 3 clusters Score -3077346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -3077349.250000 Penalty: 3341.814453
	Iteration 54Q: 3 clusters Score -3077349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -3077351.750000 Penalty: 3341.814453
	Iteration 55Q: 3 clusters Score -3077352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -3077353.000000 Penalty: 3341.814453
	Iteration 56Q: 3 clusters Score -3077353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -3077355.250000 Penalty: 3341.814453
	Iteration 57Q: 3 clusters Score -3077355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -3077355.750000 Penalty: 3341.814453
	Iteration 58Q: 3 clusters Score -3077356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -3077360.250000 Penalty: 3341.814453
	Iteration 59Q: 3 clusters Score -3077360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -3077365.250000 Penalty: 3341.814453
	Iteration 60F: 3 clusters Score -3077365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -3077360.250000 Penalty: 3341.814453
	Iteration 61Q: 3 clusters Score -3077360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -3077369.000000 Penalty: 3341.814453
	Iteration 62Q: 3 clusters Score -3077369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -3077365.000000 Penalty: 3341.814453
	Iteration 63Q: 3 clusters Score -3077365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -3077368.250000 Penalty: 3341.814453
	Iteration 64Q: 3 clusters Score -3077368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -3077369.500000 Penalty: 3341.814453
	Iteration 65Q: 3 clusters Score -3077370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -3077371.000000 Penalty: 3341.814453
	Iteration 66Q: 3 clusters Score -3077371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -3077366.250000 Penalty: 3341.814453
	Iteration 67Q: 3 clusters Score -3077366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3077369.000000 Penalty: 3341.814453
	Iteration 68Q: 3 clusters Score -3077369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3077366.500000 Penalty: 3341.814453
	Iteration 69Q: 3 clusters Score -3077366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3077364.500000 Penalty: 3341.814453
	Iteration 70Q: 3 clusters Score -3077364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -3077366.250000 Penalty: 3341.814453
	Iteration 71Q: 3 clusters Score -3077366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -3077371.750000 Penalty: 3341.814453
	Iteration 72Q: 3 clusters Score -3077372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -3077371.500000 Penalty: 3341.814453
	Iteration 73Q: 3 clusters Score -3077372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -3077375.250000 Penalty: 3341.814453
	Iteration 74Q: 3 clusters Score -3077375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -3077372.250000 Penalty: 3341.814453
	Iteration 75Q: 3 clusters Score -3077372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -3077369.250000 Penalty: 3341.814453
	Iteration 76Q: 3 clusters Score -3077369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -3077374.750000 Penalty: 3341.814453
	Iteration 77Q: 3 clusters Score -3077375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -3077378.250000 Penalty: 3341.814453
	Iteration 78Q: 3 clusters Score -3077378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -3077372.250000 Penalty: 3341.814453
	Iteration 79Q: 3 clusters Score -3077372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -3077371.250000 Penalty: 3341.814453
	Iteration 80F: 3 clusters Score -3077371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -3077373.500000 Penalty: 3341.814453
	Iteration 81Q: 3 clusters Score -3077374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -3077373.500000 Penalty: 3341.814453
	Iteration 82Q: 3 clusters Score -3077374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -3077372.750000 Penalty: 3341.814453
	Iteration 83Q: 3 clusters Score -3077373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -3077368.250000 Penalty: 3341.814453
	Iteration 84Q: 3 clusters Score -3077368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -3077368.500000 Penalty: 3341.814453
	Iteration 85Q: 3 clusters Score -3077368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -3077368.500000 Penalty: 3341.814453
	Iteration 86F: 3 clusters Score -3077368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Entering Unmasked Estep 
Score: -10011.161133 Penalty: 773.853271
	Iteration 0F: 2 clusters Score -10011.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9442.403320 Penalty: 1547.706543
	Iteration 0F: 3 clusters Score -9442.403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9485.951172 Penalty: 1547.706543
	Iteration 1F: 3 clusters Score -9485.951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9492.602539 Penalty: 1547.706543
	Iteration 2Q: 3 clusters Score -9492.603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9492.602539 Penalty: 1547.706543
	Iteration 3F: 3 clusters Score -9492.603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Entering Unmasked Estep 
Score: -430838.562500 Penalty: 1366.452637
	Iteration 0F: 2 clusters Score -430838.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -427240.281250 Penalty: 2732.905273
	Iteration 0F: 3 clusters Score -427240.3 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -428185.843750 Penalty: 2732.905273
	Iteration 1F: 3 clusters Score -428185.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -428345.718750 Penalty: 2732.905273
	Iteration 2F: 3 clusters Score -428345.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -428466.468750 Penalty: 2732.905273
	Iteration 3F: 3 clusters Score -428466.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -428551.000000 Penalty: 2732.905273
	Iteration 4Q: 3 clusters Score -428551 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -428627.500000 Penalty: 2732.905273
	Iteration 5Q: 3 clusters Score -428627.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -428715.593750 Penalty: 2732.905273
	Iteration 6Q: 3 clusters Score -428715.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -428820.062500 Penalty: 2732.905273
	Iteration 7Q: 3 clusters Score -428820.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -428932.125000 Penalty: 2732.905273
	Iteration 8Q: 3 clusters Score -428932.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -429045.812500 Penalty: 2732.905273
	Iteration 9Q: 3 clusters Score -429045.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -429158.937500 Penalty: 2732.905273
	Iteration 10Q: 3 clusters Score -429158.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -429253.093750 Penalty: 2732.905273
	Iteration 11Q: 3 clusters Score -429253.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -429331.156250 Penalty: 2732.905273
	Iteration 12Q: 3 clusters Score -429331.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -429393.312500 Penalty: 2732.905273
	Iteration 13Q: 3 clusters Score -429393.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -429447.000000 Penalty: 2732.905273
	Iteration 14Q: 3 clusters Score -429447 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -429491.218750 Penalty: 2732.905273
	Iteration 15Q: 3 clusters Score -429491.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -429526.625000 Penalty: 2732.905273
	Iteration 16Q: 3 clusters Score -429526.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -429556.468750 Penalty: 2732.905273
	Iteration 17Q: 3 clusters Score -429556.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -429590.437500 Penalty: 2732.905273
	Iteration 18Q: 3 clusters Score -429590.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -429610.937500 Penalty: 2732.905273
	Iteration 19Q: 3 clusters Score -429610.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -429626.875000 Penalty: 2732.905273
	Iteration 20F: 3 clusters Score -429626.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -429637.343750 Penalty: 2732.905273
	Iteration 21Q: 3 clusters Score -429637.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -429646.687500 Penalty: 2732.905273
	Iteration 22Q: 3 clusters Score -429646.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -429656.687500 Penalty: 2732.905273
	Iteration 23Q: 3 clusters Score -429656.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -429661.000000 Penalty: 2732.905273
	Iteration 24Q: 3 clusters Score -429661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -429661.187500 Penalty: 2732.905273
	Iteration 25Q: 3 clusters Score -429661.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -429662.531250 Penalty: 2732.905273
	Iteration 26Q: 3 clusters Score -429662.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -429662.843750 Penalty: 2732.905273
	Iteration 27Q: 3 clusters Score -429662.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -429662.843750 Penalty: 2732.905273
	Iteration 28F: 3 clusters Score -429662.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Entering Unmasked Estep 
Score: -1113713.000000 Penalty: 1509.847168
	Iteration 0F: 2 clusters Score -1113713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1106099.375000 Penalty: 3019.694336
	Iteration 0F: 3 clusters Score -1106099 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1108897.875000 Penalty: 3019.694336
	Iteration 1F: 3 clusters Score -1108898 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1109456.625000 Penalty: 3019.694336
	Iteration 2F: 3 clusters Score -1109457 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1109985.125000 Penalty: 3019.694336
	Iteration 3F: 3 clusters Score -1109985 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1110404.750000 Penalty: 3019.694336
	Iteration 4F: 3 clusters Score -1110405 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1110748.000000 Penalty: 3019.694336
	Iteration 5F: 3 clusters Score -1110748 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1110982.875000 Penalty: 3019.694336
	Iteration 6Q: 3 clusters Score -1110983 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1111151.000000 Penalty: 3019.694336
	Iteration 7Q: 3 clusters Score -1111151 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1111252.125000 Penalty: 3019.694336
	Iteration 8Q: 3 clusters Score -1111252 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1111327.625000 Penalty: 3019.694336
	Iteration 9Q: 3 clusters Score -1111328 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1111382.375000 Penalty: 3019.694336
	Iteration 10Q: 3 clusters Score -1111382 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1111428.750000 Penalty: 3019.694336
	Iteration 11Q: 3 clusters Score -1111429 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1111482.375000 Penalty: 3019.694336
	Iteration 12Q: 3 clusters Score -1111482 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1111527.250000 Penalty: 3019.694336
	Iteration 13Q: 3 clusters Score -1111527 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1111582.375000 Penalty: 3019.694336
	Iteration 14Q: 3 clusters Score -1111582 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1111653.625000 Penalty: 3019.694336
	Iteration 15Q: 3 clusters Score -1111654 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1111732.000000 Penalty: 3019.694336
	Iteration 16Q: 3 clusters Score -1111732 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1111839.375000 Penalty: 3019.694336
	Iteration 17Q: 3 clusters Score -1111839 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1111978.750000 Penalty: 3019.694336
	Iteration 18Q: 3 clusters Score -1111979 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1112207.250000 Penalty: 3019.694336
	Iteration 19Q: 3 clusters Score -1112207 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1112478.625000 Penalty: 3019.694336
	Iteration 20F: 3 clusters Score -1112479 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1112710.875000 Penalty: 3019.694336
	Iteration 21Q: 3 clusters Score -1112711 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1112894.625000 Penalty: 3019.694336
	Iteration 22Q: 3 clusters Score -1112895 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1113049.625000 Penalty: 3019.694336
	Iteration 23Q: 3 clusters Score -1113050 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1113177.625000 Penalty: 3019.694336
	Iteration 24Q: 3 clusters Score -1113178 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1113261.375000 Penalty: 3019.694336
	Iteration 25Q: 3 clusters Score -1113261 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1113299.625000 Penalty: 3019.694336
	Iteration 26Q: 3 clusters Score -1113300 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1113330.750000 Penalty: 3019.694336
	Iteration 27Q: 3 clusters Score -1113331 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1113347.625000 Penalty: 3019.694336
	Iteration 28Q: 3 clusters Score -1113348 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1113358.375000 Penalty: 3019.694336
	Iteration 29Q: 3 clusters Score -1113358 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1113370.875000 Penalty: 3019.694336
	Iteration 30Q: 3 clusters Score -1113371 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1113379.250000 Penalty: 3019.694336
	Iteration 31Q: 3 clusters Score -1113379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1113380.500000 Penalty: 3019.694336
	Iteration 32Q: 3 clusters Score -1113380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1113384.875000 Penalty: 3019.694336
	Iteration 33Q: 3 clusters Score -1113385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1113388.250000 Penalty: 3019.694336
	Iteration 34Q: 3 clusters Score -1113388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1113395.375000 Penalty: 3019.694336
	Iteration 35Q: 3 clusters Score -1113395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1113396.125000 Penalty: 3019.694336
	Iteration 36Q: 3 clusters Score -1113396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1113395.375000 Penalty: 3019.694336
	Iteration 37Q: 3 clusters Score -1113395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1113398.125000 Penalty: 3019.694336
	Iteration 38Q: 3 clusters Score -1113398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1113399.625000 Penalty: 3019.694336
	Iteration 39Q: 3 clusters Score -1113400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1113401.875000 Penalty: 3019.694336
	Iteration 40F: 3 clusters Score -1113402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1113401.375000 Penalty: 3019.694336
	Iteration 41Q: 3 clusters Score -1113401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1113402.875000 Penalty: 3019.694336
	Iteration 42Q: 3 clusters Score -1113403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1113402.750000 Penalty: 3019.694336
	Iteration 43Q: 3 clusters Score -1113403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1113402.125000 Penalty: 3019.694336
	Iteration 44Q: 3 clusters Score -1113402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1113404.750000 Penalty: 3019.694336
	Iteration 45Q: 3 clusters Score -1113405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1113404.250000 Penalty: 3019.694336
	Iteration 46Q: 3 clusters Score -1113404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1113404.500000 Penalty: 3019.694336
	Iteration 47Q: 3 clusters Score -1113404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1113405.875000 Penalty: 3019.694336
	Iteration 48Q: 3 clusters Score -1113406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1113405.750000 Penalty: 3019.694336
	Iteration 49Q: 3 clusters Score -1113406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1113406.625000 Penalty: 3019.694336
	Iteration 50Q: 3 clusters Score -1113407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1113407.750000 Penalty: 3019.694336
	Iteration 51Q: 3 clusters Score -1113408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1113407.375000 Penalty: 3019.694336
	Iteration 52Q: 3 clusters Score -1113407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1113408.250000 Penalty: 3019.694336
	Iteration 53Q: 3 clusters Score -1113408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1113408.250000 Penalty: 3019.694336
	Iteration 54F: 3 clusters Score -1113408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Entering Unmasked Estep 
Score: -431409.781250 Penalty: 1355.401611
	Iteration 0F: 2 clusters Score -431409.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -427874.468750 Penalty: 2710.803223
	Iteration 0F: 3 clusters Score -427874.5 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -428805.593750 Penalty: 2710.803223
	Iteration 1F: 3 clusters Score -428805.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -428990.656250 Penalty: 2710.803223
	Iteration 2F: 3 clusters Score -428990.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -429101.750000 Penalty: 2710.803223
	Iteration 3F: 3 clusters Score -429101.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -429175.343750 Penalty: 2710.803223
	Iteration 4Q: 3 clusters Score -429175.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -429225.312500 Penalty: 2710.803223
	Iteration 5Q: 3 clusters Score -429225.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -429269.031250 Penalty: 2710.803223
	Iteration 6Q: 3 clusters Score -429269 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -429312.437500 Penalty: 2710.803223
	Iteration 7Q: 3 clusters Score -429312.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -429353.781250 Penalty: 2710.803223
	Iteration 8Q: 3 clusters Score -429353.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -429389.750000 Penalty: 2710.803223
	Iteration 9Q: 3 clusters Score -429389.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -429425.406250 Penalty: 2710.803223
	Iteration 10Q: 3 clusters Score -429425.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -429465.843750 Penalty: 2710.803223
	Iteration 11Q: 3 clusters Score -429465.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -429515.625000 Penalty: 2710.803223
	Iteration 12Q: 3 clusters Score -429515.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -429571.000000 Penalty: 2710.803223
	Iteration 13Q: 3 clusters Score -429571 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -429633.187500 Penalty: 2710.803223
	Iteration 14Q: 3 clusters Score -429633.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -429690.656250 Penalty: 2710.803223
	Iteration 15Q: 3 clusters Score -429690.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -429756.750000 Penalty: 2710.803223
	Iteration 16Q: 3 clusters Score -429756.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -429826.000000 Penalty: 2710.803223
	Iteration 17Q: 3 clusters Score -429826 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -429900.968750 Penalty: 2710.803223
	Iteration 18Q: 3 clusters Score -429901 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -429978.875000 Penalty: 2710.803223
	Iteration 19Q: 3 clusters Score -429978.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -430068.781250 Penalty: 2710.803223
	Iteration 20F: 3 clusters Score -430068.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -430143.343750 Penalty: 2710.803223
	Iteration 21Q: 3 clusters Score -430143.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -430214.812500 Penalty: 2710.803223
	Iteration 22Q: 3 clusters Score -430214.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -430262.468750 Penalty: 2710.803223
	Iteration 23Q: 3 clusters Score -430262.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -430302.562500 Penalty: 2710.803223
	Iteration 24Q: 3 clusters Score -430302.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -430353.218750 Penalty: 2710.803223
	Iteration 25Q: 3 clusters Score -430353.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -430401.062500 Penalty: 2710.803223
	Iteration 26Q: 3 clusters Score -430401.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -430443.718750 Penalty: 2710.803223
	Iteration 27Q: 3 clusters Score -430443.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -430466.718750 Penalty: 2710.803223
	Iteration 28Q: 3 clusters Score -430466.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -430482.593750 Penalty: 2710.803223
	Iteration 29Q: 3 clusters Score -430482.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -430494.718750 Penalty: 2710.803223
	Iteration 30Q: 3 clusters Score -430494.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -430499.625000 Penalty: 2710.803223
	Iteration 31Q: 3 clusters Score -430499.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -430504.531250 Penalty: 2710.803223
	Iteration 32Q: 3 clusters Score -430504.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -430504.875000 Penalty: 2710.803223
	Iteration 33Q: 3 clusters Score -430504.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -430506.781250 Penalty: 2710.803223
	Iteration 34Q: 3 clusters Score -430506.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -430507.468750 Penalty: 2710.803223
	Iteration 35Q: 3 clusters Score -430507.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -430509.906250 Penalty: 2710.803223
	Iteration 36Q: 3 clusters Score -430509.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -430509.718750 Penalty: 2710.803223
	Iteration 37Q: 3 clusters Score -430509.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -430511.375000 Penalty: 2710.803223
	Iteration 38Q: 3 clusters Score -430511.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -430511.625000 Penalty: 2710.803223
	Iteration 39Q: 3 clusters Score -430511.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -430511.625000 Penalty: 2710.803223
	Iteration 40F: 3 clusters Score -430511.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -90728.125000 Penalty: 1113.145508
	Iteration 0F: 2 clusters Score -90728.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -89354.460938 Penalty: 2226.291016
	Iteration 0F: 3 clusters Score -89354.46 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -89696.429688 Penalty: 2226.291016
	Iteration 1F: 3 clusters Score -89696.43 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -89860.914062 Penalty: 2226.291016
	Iteration 2F: 3 clusters Score -89860.91 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -90037.500000 Penalty: 2226.291016
	Iteration 3F: 3 clusters Score -90037.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -90237.695312 Penalty: 2226.291016
	Iteration 4F: 3 clusters Score -90237.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -90350.226562 Penalty: 2226.291016
	Iteration 5F: 3 clusters Score -90350.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -90389.062500 Penalty: 2226.291016
	Iteration 6Q: 3 clusters Score -90389.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -90409.257812 Penalty: 2226.291016
	Iteration 7Q: 3 clusters Score -90409.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -90433.898438 Penalty: 2226.291016
	Iteration 8Q: 3 clusters Score -90433.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -90458.101562 Penalty: 2226.291016
	Iteration 9Q: 3 clusters Score -90458.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -90493.031250 Penalty: 2226.291016
	Iteration 10Q: 3 clusters Score -90493.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -90533.070312 Penalty: 2226.291016
	Iteration 11Q: 3 clusters Score -90533.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -90560.835938 Penalty: 2226.291016
	Iteration 12Q: 3 clusters Score -90560.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -90577.898438 Penalty: 2226.291016
	Iteration 13Q: 3 clusters Score -90577.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -90583.429688 Penalty: 2226.291016
	Iteration 14Q: 3 clusters Score -90583.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -90586.109375 Penalty: 2226.291016
	Iteration 15Q: 3 clusters Score -90586.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -90587.546875 Penalty: 2226.291016
	Iteration 16Q: 3 clusters Score -90587.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -90587.546875 Penalty: 2226.291016
	Iteration 17F: 3 clusters Score -90587.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Entering Unmasked Estep 
Score: -264982.375000 Penalty: 1287.838135
	Iteration 0F: 2 clusters Score -264982.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -262488.500000 Penalty: 2575.676270
	Iteration 0F: 3 clusters Score -262488.5 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -263120.906250 Penalty: 2575.676270
	Iteration 1F: 3 clusters Score -263120.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -263264.968750 Penalty: 2575.676270
	Iteration 2F: 3 clusters Score -263265 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -263343.312500 Penalty: 2575.676270
	Iteration 3F: 3 clusters Score -263343.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -263408.968750 Penalty: 2575.676270
	Iteration 4Q: 3 clusters Score -263409 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -263464.531250 Penalty: 2575.676270
	Iteration 5Q: 3 clusters Score -263464.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -263504.281250 Penalty: 2575.676270
	Iteration 6Q: 3 clusters Score -263504.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -263528.687500 Penalty: 2575.676270
	Iteration 7Q: 3 clusters Score -263528.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -263558.781250 Penalty: 2575.676270
	Iteration 8Q: 3 clusters Score -263558.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -263578.250000 Penalty: 2575.676270
	Iteration 9Q: 3 clusters Score -263578.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -263592.656250 Penalty: 2575.676270
	Iteration 10Q: 3 clusters Score -263592.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -263607.468750 Penalty: 2575.676270
	Iteration 11Q: 3 clusters Score -263607.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -263622.562500 Penalty: 2575.676270
	Iteration 12Q: 3 clusters Score -263622.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -263634.531250 Penalty: 2575.676270
	Iteration 13Q: 3 clusters Score -263634.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -263651.781250 Penalty: 2575.676270
	Iteration 14Q: 3 clusters Score -263651.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -263661.531250 Penalty: 2575.676270
	Iteration 15Q: 3 clusters Score -263661.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -263671.781250 Penalty: 2575.676270
	Iteration 16Q: 3 clusters Score -263671.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -263679.312500 Penalty: 2575.676270
	Iteration 17Q: 3 clusters Score -263679.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -263691.656250 Penalty: 2575.676270
	Iteration 18Q: 3 clusters Score -263691.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -263708.656250 Penalty: 2575.676270
	Iteration 19Q: 3 clusters Score -263708.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -263724.125000 Penalty: 2575.676270
	Iteration 20F: 3 clusters Score -263724.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -263736.375000 Penalty: 2575.676270
	Iteration 21Q: 3 clusters Score -263736.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -263747.718750 Penalty: 2575.676270
	Iteration 22Q: 3 clusters Score -263747.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -263753.968750 Penalty: 2575.676270
	Iteration 23Q: 3 clusters Score -263754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -263761.031250 Penalty: 2575.676270
	Iteration 24Q: 3 clusters Score -263761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -263769.000000 Penalty: 2575.676270
	Iteration 25Q: 3 clusters Score -263769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -263774.093750 Penalty: 2575.676270
	Iteration 26Q: 3 clusters Score -263774.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -263779.281250 Penalty: 2575.676270
	Iteration 27Q: 3 clusters Score -263779.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -263787.593750 Penalty: 2575.676270
	Iteration 28Q: 3 clusters Score -263787.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -263794.062500 Penalty: 2575.676270
	Iteration 29Q: 3 clusters Score -263794.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -263799.718750 Penalty: 2575.676270
	Iteration 30Q: 3 clusters Score -263799.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -263807.625000 Penalty: 2575.676270
	Iteration 31Q: 3 clusters Score -263807.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -263822.031250 Penalty: 2575.676270
	Iteration 32Q: 3 clusters Score -263822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -263834.906250 Penalty: 2575.676270
	Iteration 33Q: 3 clusters Score -263834.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -263846.281250 Penalty: 2575.676270
	Iteration 34Q: 3 clusters Score -263846.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -263853.875000 Penalty: 2575.676270
	Iteration 35Q: 3 clusters Score -263853.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -263866.750000 Penalty: 2575.676270
	Iteration 36Q: 3 clusters Score -263866.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -263882.250000 Penalty: 2575.676270
	Iteration 37Q: 3 clusters Score -263882.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -263898.312500 Penalty: 2575.676270
	Iteration 38Q: 3 clusters Score -263898.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -263917.000000 Penalty: 2575.676270
	Iteration 39Q: 3 clusters Score -263917 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -263936.750000 Penalty: 2575.676270
	Iteration 40F: 3 clusters Score -263936.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -263981.156250 Penalty: 2575.676270
	Iteration 41Q: 3 clusters Score -263981.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -264024.125000 Penalty: 2575.676270
	Iteration 42Q: 3 clusters Score -264024.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -264051.000000 Penalty: 2575.676270
	Iteration 43Q: 3 clusters Score -264051 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -264073.781250 Penalty: 2575.676270
	Iteration 44Q: 3 clusters Score -264073.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -264117.375000 Penalty: 2575.676270
	Iteration 45Q: 3 clusters Score -264117.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -264153.468750 Penalty: 2575.676270
	Iteration 46Q: 3 clusters Score -264153.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -264177.156250 Penalty: 2575.676270
	Iteration 47Q: 3 clusters Score -264177.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -264195.343750 Penalty: 2575.676270
	Iteration 48Q: 3 clusters Score -264195.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -264209.468750 Penalty: 2575.676270
	Iteration 49Q: 3 clusters Score -264209.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -264224.875000 Penalty: 2575.676270
	Iteration 50Q: 3 clusters Score -264224.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -264238.031250 Penalty: 2575.676270
	Iteration 51Q: 3 clusters Score -264238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -264249.375000 Penalty: 2575.676270
	Iteration 52Q: 3 clusters Score -264249.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -264261.437500 Penalty: 2575.676270
	Iteration 53Q: 3 clusters Score -264261.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -264271.656250 Penalty: 2575.676270
	Iteration 54Q: 3 clusters Score -264271.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -264276.812500 Penalty: 2575.676270
	Iteration 55Q: 3 clusters Score -264276.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -264281.281250 Penalty: 2575.676270
	Iteration 56Q: 3 clusters Score -264281.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -264284.125000 Penalty: 2575.676270
	Iteration 57Q: 3 clusters Score -264284.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -264286.625000 Penalty: 2575.676270
	Iteration 58Q: 3 clusters Score -264286.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -264287.437500 Penalty: 2575.676270
	Iteration 59Q: 3 clusters Score -264287.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -264288.625000 Penalty: 2575.676270
	Iteration 60F: 3 clusters Score -264288.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -264290.000000 Penalty: 2575.676270
	Iteration 61Q: 3 clusters Score -264290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -264291.718750 Penalty: 2575.676270
	Iteration 62Q: 3 clusters Score -264291.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -264292.812500 Penalty: 2575.676270
	Iteration 63Q: 3 clusters Score -264292.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -264293.718750 Penalty: 2575.676270
	Iteration 64Q: 3 clusters Score -264293.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -264295.750000 Penalty: 2575.676270
	Iteration 65Q: 3 clusters Score -264295.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -264297.656250 Penalty: 2575.676270
	Iteration 66Q: 3 clusters Score -264297.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -264299.312500 Penalty: 2575.676270
	Iteration 67Q: 3 clusters Score -264299.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -264301.531250 Penalty: 2575.676270
	Iteration 68Q: 3 clusters Score -264301.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -264302.281250 Penalty: 2575.676270
	Iteration 69Q: 3 clusters Score -264302.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -264303.468750 Penalty: 2575.676270
	Iteration 70Q: 3 clusters Score -264303.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -264303.937500 Penalty: 2575.676270
	Iteration 71Q: 3 clusters Score -264303.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -264305.312500 Penalty: 2575.676270
	Iteration 72Q: 3 clusters Score -264305.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -264305.312500 Penalty: 2575.676270
	Iteration 73F: 3 clusters Score -264305.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Entering Unmasked Estep 
Score: -121972.945312 Penalty: 1151.866455
	Iteration 0F: 2 clusters Score -121972.9 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 600 members 
Entering Unmasked Estep 
Score: -120374.179688 Penalty: 2303.732910
	Iteration 0F: 3 clusters Score -120374.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -120701.429688 Penalty: 2303.732910
	Iteration 1F: 3 clusters Score -120701.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -120802.171875 Penalty: 2303.732910
	Iteration 2F: 3 clusters Score -120802.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -120858.640625 Penalty: 2303.732910
	Iteration 3Q: 3 clusters Score -120858.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -120887.109375 Penalty: 2303.732910
	Iteration 4Q: 3 clusters Score -120887.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -120902.992188 Penalty: 2303.732910
	Iteration 5Q: 3 clusters Score -120903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -120914.742188 Penalty: 2303.732910
	Iteration 6Q: 3 clusters Score -120914.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -120922.492188 Penalty: 2303.732910
	Iteration 7Q: 3 clusters Score -120922.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -120925.281250 Penalty: 2303.732910
	Iteration 8Q: 3 clusters Score -120925.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -120928.312500 Penalty: 2303.732910
	Iteration 9Q: 3 clusters Score -120928.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -120933.062500 Penalty: 2303.732910
	Iteration 10Q: 3 clusters Score -120933.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -120940.000000 Penalty: 2303.732910
	Iteration 11Q: 3 clusters Score -120940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -120946.187500 Penalty: 2303.732910
	Iteration 12Q: 3 clusters Score -120946.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -120948.679688 Penalty: 2303.732910
	Iteration 13Q: 3 clusters Score -120948.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -120950.195312 Penalty: 2303.732910
	Iteration 14Q: 3 clusters Score -120950.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -120950.195312 Penalty: 2303.732910
	Iteration 15F: 3 clusters Score -120950.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Entering Unmasked Estep 
Score: -130497.796875 Penalty: 1161.606201
	Iteration 0F: 2 clusters Score -130497.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -128867.281250 Penalty: 2323.212402
	Iteration 0F: 3 clusters Score -128867.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -129178.710938 Penalty: 2323.212402
	Iteration 1F: 3 clusters Score -129178.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -129253.398438 Penalty: 2323.212402
	Iteration 2F: 3 clusters Score -129253.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -129301.148438 Penalty: 2323.212402
	Iteration 3Q: 3 clusters Score -129301.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -129323.703125 Penalty: 2323.212402
	Iteration 4Q: 3 clusters Score -129323.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -129331.968750 Penalty: 2323.212402
	Iteration 5Q: 3 clusters Score -129332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -129342.796875 Penalty: 2323.212402
	Iteration 6Q: 3 clusters Score -129342.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -129348.843750 Penalty: 2323.212402
	Iteration 7Q: 3 clusters Score -129348.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -129358.875000 Penalty: 2323.212402
	Iteration 8Q: 3 clusters Score -129358.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -129366.218750 Penalty: 2323.212402
	Iteration 9Q: 3 clusters Score -129366.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -129374.492188 Penalty: 2323.212402
	Iteration 10Q: 3 clusters Score -129374.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -129382.695312 Penalty: 2323.212402
	Iteration 11Q: 3 clusters Score -129382.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -129385.812500 Penalty: 2323.212402
	Iteration 12Q: 3 clusters Score -129385.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -129389.234375 Penalty: 2323.212402
	Iteration 13Q: 3 clusters Score -129389.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -129395.929688 Penalty: 2323.212402
	Iteration 14Q: 3 clusters Score -129395.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -129400.546875 Penalty: 2323.212402
	Iteration 15Q: 3 clusters Score -129400.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -129404.851562 Penalty: 2323.212402
	Iteration 16Q: 3 clusters Score -129404.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -129405.750000 Penalty: 2323.212402
	Iteration 17Q: 3 clusters Score -129405.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -129406.523438 Penalty: 2323.212402
	Iteration 18Q: 3 clusters Score -129406.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -129407.656250 Penalty: 2323.212402
	Iteration 19Q: 3 clusters Score -129407.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -129407.656250 Penalty: 2323.212402
	Iteration 20F: 3 clusters Score -129407.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -46336.750000 Penalty: 1013.410034
	Iteration 0F: 2 clusters Score -46336.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -45314.585938 Penalty: 2026.820068
	Iteration 0F: 3 clusters Score -45314.59 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -45493.097656 Penalty: 2026.820068
	Iteration 1F: 3 clusters Score -45493.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -45566.113281 Penalty: 2026.820068
	Iteration 2F: 3 clusters Score -45566.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -45590.988281 Penalty: 2026.820068
	Iteration 3Q: 3 clusters Score -45590.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -45607.210938 Penalty: 2026.820068
	Iteration 4Q: 3 clusters Score -45607.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -45620.839844 Penalty: 2026.820068
	Iteration 5Q: 3 clusters Score -45620.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -45633.234375 Penalty: 2026.820068
	Iteration 6Q: 3 clusters Score -45633.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -45638.957031 Penalty: 2026.820068
	Iteration 7Q: 3 clusters Score -45638.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -45657.171875 Penalty: 2026.820068
	Iteration 8Q: 3 clusters Score -45657.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -45670.046875 Penalty: 2026.820068
	Iteration 9Q: 3 clusters Score -45670.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -45685.480469 Penalty: 2026.820068
	Iteration 10Q: 3 clusters Score -45685.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -45693.957031 Penalty: 2026.820068
	Iteration 11Q: 3 clusters Score -45693.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -45698.382812 Penalty: 2026.820068
	Iteration 12Q: 3 clusters Score -45698.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -45703.343750 Penalty: 2026.820068
	Iteration 13Q: 3 clusters Score -45703.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -45706.492188 Penalty: 2026.820068
	Iteration 14Q: 3 clusters Score -45706.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -45716.195312 Penalty: 2026.820068
	Iteration 15Q: 3 clusters Score -45716.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -45718.957031 Penalty: 2026.820068
	Iteration 16Q: 3 clusters Score -45718.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -45718.957031 Penalty: 2026.820068
	Iteration 17F: 3 clusters Score -45718.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Entering Unmasked Estep 
Score: -230524.453125 Penalty: 1253.272095
	Iteration 0F: 2 clusters Score -230524.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -228330.062500 Penalty: 2506.544189
	Iteration 0F: 3 clusters Score -228330.1 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -228902.984375 Penalty: 2506.544189
	Iteration 1F: 3 clusters Score -228903 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -229082.171875 Penalty: 2506.544189
	Iteration 2F: 3 clusters Score -229082.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -229223.609375 Penalty: 2506.544189
	Iteration 3F: 3 clusters Score -229223.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -229350.046875 Penalty: 2506.544189
	Iteration 4F: 3 clusters Score -229350 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -229446.328125 Penalty: 2506.544189
	Iteration 5Q: 3 clusters Score -229446.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -229541.281250 Penalty: 2506.544189
	Iteration 6Q: 3 clusters Score -229541.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -229618.343750 Penalty: 2506.544189
	Iteration 7Q: 3 clusters Score -229618.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -229670.937500 Penalty: 2506.544189
	Iteration 8Q: 3 clusters Score -229670.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -229703.312500 Penalty: 2506.544189
	Iteration 9Q: 3 clusters Score -229703.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -229728.234375 Penalty: 2506.544189
	Iteration 10Q: 3 clusters Score -229728.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -229750.187500 Penalty: 2506.544189
	Iteration 11Q: 3 clusters Score -229750.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -229767.234375 Penalty: 2506.544189
	Iteration 12Q: 3 clusters Score -229767.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -229778.281250 Penalty: 2506.544189
	Iteration 13Q: 3 clusters Score -229778.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -229785.515625 Penalty: 2506.544189
	Iteration 14Q: 3 clusters Score -229785.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -229789.046875 Penalty: 2506.544189
	Iteration 15Q: 3 clusters Score -229789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -229792.531250 Penalty: 2506.544189
	Iteration 16Q: 3 clusters Score -229792.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -229794.718750 Penalty: 2506.544189
	Iteration 17Q: 3 clusters Score -229794.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -229796.062500 Penalty: 2506.544189
	Iteration 18Q: 3 clusters Score -229796.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -229796.062500 Penalty: 2506.544189
	Iteration 19F: 3 clusters Score -229796.1 nChanged 0
--- Evaluating fit on full set of 1924095 points ---
Entering Unmasked Estep 
Score: -198214864.000000 Penalty: 77595.195312
21->34 Clusters: Score -198214864.000000, best is -198222576.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 641365 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 30427 members 
Mstep: Class 3 contains 30734 members 
Mstep: Class 4 contains 30264 members 
Mstep: Class 5 contains 30572 members 
Mstep: Class 6 contains 30612 members 
Mstep: Class 7 contains 30399 members 
Mstep: Class 8 contains 30626 members 
Mstep: Class 9 contains 30542 members 
Mstep: Class 10 contains 30566 members 
Mstep: Class 11 contains 30279 members 
Mstep: Class 12 contains 30636 members 
Mstep: Class 13 contains 30713 members 
Mstep: Class 14 contains 30735 members 
Mstep: Class 15 contains 30499 members 
Mstep: Class 16 contains 30367 members 
Mstep: Class 17 contains 30631 members 
Mstep: Class 18 contains 30650 members 
Mstep: Class 19 contains 30553 members 
Mstep: Class 20 contains 30609 members 
Mstep: Class 21 contains 30578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1088.758423 but Gain 2172.843750
Score: -62474796.000000 Penalty: 43456.902344
Iteration 0F: 21 clusters Score -6.24748e+07 nChanged 609363
Entering Unmasked Mstep 
Mstep: Class 0 contains 547 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 35921 members 
Mstep: Class 3 contains 43027 members 
Mstep: Class 4 contains 43307 members 
Mstep: Class 5 contains 26442 members 
Mstep: Class 6 contains 33503 members 
Mstep: Class 7 contains 18666 members 
Mstep: Class 8 contains 38867 members 
Mstep: Class 9 contains 35314 members 
Mstep: Class 10 contains 44230 members 
Mstep: Class 11 contains 34974 members 
Mstep: Class 12 contains 18498 members 
Mstep: Class 13 contains 29967 members 
Mstep: Class 14 contains 53962 members 
Mstep: Class 15 contains 13049 members 
Mstep: Class 16 contains 32400 members 
Mstep: Class 17 contains 29530 members 
Mstep: Class 18 contains 48549 members 
Mstep: Class 19 contains 16594 members 
Mstep: Class 21 contains 33188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64360808.000000 Penalty: 43456.902344
Iteration 1F: 21 clusters Score -6.436081e+07 nChanged 278910
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 26833 members 
Mstep: Class 3 contains 32375 members 
Mstep: Class 4 contains 72770 members 
Mstep: Class 5 contains 21151 members 
Mstep: Class 6 contains 23499 members 
Mstep: Class 7 contains 10998 members 
Mstep: Class 8 contains 24171 members 
Mstep: Class 9 contains 26891 members 
Mstep: Class 10 contains 39951 members 
Mstep: Class 11 contains 35018 members 
Mstep: Class 12 contains 9458 members 
Mstep: Class 13 contains 47022 members 
Mstep: Class 14 contains 53000 members 
Mstep: Class 15 contains 7136 members 
Mstep: Class 16 contains 19833 members 
Mstep: Class 17 contains 29448 members 
Mstep: Class 18 contains 84806 members 
Mstep: Class 19 contains 17949 members 
Mstep: Class 21 contains 41170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65020232.000000 Penalty: 43456.902344
Iteration 2F: 21 clusters Score -6.502023e+07 nChanged 184361
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 24612 members 
Mstep: Class 3 contains 27770 members 
Mstep: Class 4 contains 89705 members 
Mstep: Class 5 contains 12334 members 
Mstep: Class 6 contains 19132 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 16295 members 
Mstep: Class 9 contains 20984 members 
Mstep: Class 10 contains 36308 members 
Mstep: Class 11 contains 34451 members 
Mstep: Class 12 contains 5627 members 
Mstep: Class 13 contains 53609 members 
Mstep: Class 14 contains 46956 members 
Mstep: Class 15 contains 5496 members 
Mstep: Class 16 contains 12168 members 
Mstep: Class 17 contains 31514 members 
Mstep: Class 18 contains 106636 members 
Mstep: Class 19 contains 23847 members 
Mstep: Class 21 contains 44866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65259664.000000 Penalty: 43456.902344
Iteration 3F: 21 clusters Score -6.525966e+07 nChanged 120007
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 24218 members 
Mstep: Class 3 contains 26036 members 
Mstep: Class 4 contains 96441 members 
Mstep: Class 5 contains 6405 members 
Mstep: Class 6 contains 16917 members 
Mstep: Class 7 contains 8433 members 
Mstep: Class 8 contains 12853 members 
Mstep: Class 9 contains 17483 members 
Mstep: Class 10 contains 35398 members 
Mstep: Class 11 contains 33746 members 
Mstep: Class 12 contains 4032 members 
Mstep: Class 13 contains 54089 members 
Mstep: Class 14 contains 40353 members 
Mstep: Class 15 contains 4827 members 
Mstep: Class 16 contains 10151 members 
Mstep: Class 17 contains 36821 members 
Mstep: Class 18 contains 120154 members 
Mstep: Class 19 contains 25060 members 
Mstep: Class 21 contains 48553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65388888.000000 Penalty: 43456.902344
Iteration 4F: 21 clusters Score -6.538889e+07 nChanged 91337
Entering Unmasked Mstep 
Mstep: Class 0 contains 201 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 24022 members 
Mstep: Class 3 contains 24682 members 
Mstep: Class 4 contains 96196 members 
Mstep: Class 5 contains 3658 members 
Mstep: Class 6 contains 15926 members 
Mstep: Class 7 contains 8147 members 
Mstep: Class 8 contains 10939 members 
Mstep: Class 9 contains 15495 members 
Mstep: Class 10 contains 35532 members 
Mstep: Class 11 contains 33140 members 
Mstep: Class 12 contains 3042 members 
Mstep: Class 13 contains 55559 members 
Mstep: Class 14 contains 35633 members 
Mstep: Class 15 contains 4763 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 41162 members 
Mstep: Class 18 contains 128714 members 
Mstep: Class 19 contains 23612 members 
Mstep: Class 21 contains 52727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65490036.000000 Penalty: 43456.902344
Iteration 5F: 21 clusters Score -6.549004e+07 nChanged 77436
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 24510 members 
Mstep: Class 3 contains 23503 members 
Mstep: Class 4 contains 90900 members 
Mstep: Class 5 contains 2547 members 
Mstep: Class 6 contains 15836 members 
Mstep: Class 7 contains 7918 members 
Mstep: Class 8 contains 9613 members 
Mstep: Class 9 contains 14534 members 
Mstep: Class 10 contains 35724 members 
Mstep: Class 11 contains 31995 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 64260 members 
Mstep: Class 14 contains 33170 members 
Mstep: Class 15 contains 4975 members 
Mstep: Class 16 contains 10045 members 
Mstep: Class 17 contains 43659 members 
Mstep: Class 18 contains 131651 members 
Mstep: Class 19 contains 21481 members 
Mstep: Class 21 contains 55784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65578164.000000 Penalty: 43456.902344
Iteration 6F: 21 clusters Score -6.557816e+07 nChanged 68259
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 25161 members 
Mstep: Class 3 contains 22419 members 
Mstep: Class 4 contains 85338 members 
Mstep: Class 5 contains 2098 members 
Mstep: Class 6 contains 16421 members 
Mstep: Class 7 contains 7742 members 
Mstep: Class 8 contains 8642 members 
Mstep: Class 9 contains 13772 members 
Mstep: Class 10 contains 35477 members 
Mstep: Class 11 contains 30241 members 
Mstep: Class 12 contains 1992 members 
Mstep: Class 13 contains 78534 members 
Mstep: Class 14 contains 32180 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 9703 members 
Mstep: Class 17 contains 45254 members 
Mstep: Class 18 contains 128645 members 
Mstep: Class 19 contains 19243 members 
Mstep: Class 21 contains 57730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65649628.000000 Penalty: 43456.902344
Iteration 7F: 21 clusters Score -6.564963e+07 nChanged 57882
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 25700 members 
Mstep: Class 3 contains 21311 members 
Mstep: Class 4 contains 83527 members 
Mstep: Class 5 contains 1814 members 
Mstep: Class 6 contains 17510 members 
Mstep: Class 7 contains 7717 members 
Mstep: Class 8 contains 7879 members 
Mstep: Class 9 contains 12854 members 
Mstep: Class 10 contains 35070 members 
Mstep: Class 11 contains 28230 members 
Mstep: Class 12 contains 1864 members 
Mstep: Class 13 contains 91198 members 
Mstep: Class 14 contains 31831 members 
Mstep: Class 15 contains 5894 members 
Mstep: Class 16 contains 9295 members 
Mstep: Class 17 contains 46484 members 
Mstep: Class 18 contains 123345 members 
Mstep: Class 19 contains 17134 members 
Mstep: Class 21 contains 58817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65705380.000000 Penalty: 43456.902344
Iteration 8F: 21 clusters Score -6.570538e+07 nChanged 48702
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 26112 members 
Mstep: Class 3 contains 20163 members 
Mstep: Class 4 contains 83581 members 
Mstep: Class 5 contains 1568 members 
Mstep: Class 6 contains 18486 members 
Mstep: Class 7 contains 7830 members 
Mstep: Class 8 contains 7304 members 
Mstep: Class 9 contains 12048 members 
Mstep: Class 10 contains 34605 members 
Mstep: Class 11 contains 26535 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 101036 members 
Mstep: Class 14 contains 31493 members 
Mstep: Class 15 contains 6482 members 
Mstep: Class 16 contains 8941 members 
Mstep: Class 17 contains 47458 members 
Mstep: Class 18 contains 119048 members 
Mstep: Class 19 contains 15259 members 
Mstep: Class 21 contains 59173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65746696.000000 Penalty: 43456.902344
Iteration 9F: 21 clusters Score -6.57467e+07 nChanged 39343
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 26302 members 
Mstep: Class 3 contains 18985 members 
Mstep: Class 4 contains 82661 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 19353 members 
Mstep: Class 7 contains 8001 members 
Mstep: Class 8 contains 6811 members 
Mstep: Class 9 contains 11315 members 
Mstep: Class 10 contains 34144 members 
Mstep: Class 11 contains 25319 members 
Mstep: Class 12 contains 1864 members 
Mstep: Class 13 contains 107909 members 
Mstep: Class 14 contains 31224 members 
Mstep: Class 15 contains 6947 members 
Mstep: Class 16 contains 8767 members 
Mstep: Class 17 contains 47993 members 
Mstep: Class 18 contains 118219 members 
Mstep: Class 19 contains 14050 members 
Mstep: Class 21 contains 59169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65775812.000000 Penalty: 43456.902344
Iteration 10F: 21 clusters Score -6.577581e+07 nChanged 31220
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 26408 members 
Mstep: Class 3 contains 17821 members 
Mstep: Class 4 contains 81320 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 20106 members 
Mstep: Class 7 contains 8137 members 
Mstep: Class 8 contains 6486 members 
Mstep: Class 9 contains 10646 members 
Mstep: Class 10 contains 33668 members 
Mstep: Class 11 contains 24233 members 
Mstep: Class 12 contains 1963 members 
Mstep: Class 13 contains 112618 members 
Mstep: Class 14 contains 31263 members 
Mstep: Class 15 contains 7197 members 
Mstep: Class 16 contains 8856 members 
Mstep: Class 17 contains 48126 members 
Mstep: Class 18 contains 119352 members 
Mstep: Class 19 contains 13684 members 
Mstep: Class 21 contains 58821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65794532.000000 Penalty: 43456.902344
Iteration 11Q: 21 clusters Score -6.579453e+07 nChanged 24260
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 26593 members 
Mstep: Class 3 contains 16726 members 
Mstep: Class 4 contains 80112 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 20666 members 
Mstep: Class 7 contains 8264 members 
Mstep: Class 8 contains 6339 members 
Mstep: Class 9 contains 10138 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 23308 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 115878 members 
Mstep: Class 14 contains 31360 members 
Mstep: Class 15 contains 7412 members 
Mstep: Class 16 contains 9158 members 
Mstep: Class 17 contains 47968 members 
Mstep: Class 18 contains 121048 members 
Mstep: Class 19 contains 13708 members 
Mstep: Class 21 contains 58298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807864.000000 Penalty: 43456.902344
Iteration 12Q: 21 clusters Score -6.580786e+07 nChanged 18437
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 26662 members 
Mstep: Class 3 contains 15651 members 
Mstep: Class 4 contains 78939 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 21076 members 
Mstep: Class 7 contains 8433 members 
Mstep: Class 8 contains 6394 members 
Mstep: Class 9 contains 9806 members 
Mstep: Class 10 contains 32578 members 
Mstep: Class 11 contains 22585 members 
Mstep: Class 12 contains 2156 members 
Mstep: Class 13 contains 118276 members 
Mstep: Class 14 contains 31244 members 
Mstep: Class 15 contains 7617 members 
Mstep: Class 16 contains 9524 members 
Mstep: Class 17 contains 47586 members 
Mstep: Class 18 contains 122986 members 
Mstep: Class 19 contains 13964 members 
Mstep: Class 21 contains 57643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65816100.000000 Penalty: 43456.902344
Iteration 13Q: 21 clusters Score -6.58161e+07 nChanged 14965
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 26395 members 
Mstep: Class 3 contains 14611 members 
Mstep: Class 4 contains 77734 members 
Mstep: Class 5 contains 618 members 
Mstep: Class 6 contains 21384 members 
Mstep: Class 7 contains 8564 members 
Mstep: Class 8 contains 6510 members 
Mstep: Class 9 contains 9617 members 
Mstep: Class 10 contains 31956 members 
Mstep: Class 11 contains 21950 members 
Mstep: Class 12 contains 2292 members 
Mstep: Class 13 contains 120181 members 
Mstep: Class 14 contains 31128 members 
Mstep: Class 15 contains 7873 members 
Mstep: Class 16 contains 10017 members 
Mstep: Class 17 contains 47078 members 
Mstep: Class 18 contains 125057 members 
Mstep: Class 19 contains 14326 members 
Mstep: Class 21 contains 56888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65822728.000000 Penalty: 43456.902344
Iteration 14Q: 21 clusters Score -6.582273e+07 nChanged 12835
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 26085 members 
Mstep: Class 3 contains 13695 members 
Mstep: Class 4 contains 76214 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 21603 members 
Mstep: Class 7 contains 8632 members 
Mstep: Class 8 contains 6705 members 
Mstep: Class 9 contains 9609 members 
Mstep: Class 10 contains 31327 members 
Mstep: Class 11 contains 21439 members 
Mstep: Class 12 contains 2478 members 
Mstep: Class 13 contains 121683 members 
Mstep: Class 14 contains 30880 members 
Mstep: Class 15 contains 8261 members 
Mstep: Class 16 contains 10580 members 
Mstep: Class 17 contains 46501 members 
Mstep: Class 18 contains 127337 members 
Mstep: Class 19 contains 14646 members 
Mstep: Class 21 contains 56118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65828944.000000 Penalty: 43456.902344
Iteration 15Q: 21 clusters Score -6.582894e+07 nChanged 12016
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 25851 members 
Mstep: Class 3 contains 12852 members 
Mstep: Class 4 contains 74481 members 
Mstep: Class 5 contains 526 members 
Mstep: Class 6 contains 21807 members 
Mstep: Class 7 contains 8625 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 9630 members 
Mstep: Class 10 contains 30663 members 
Mstep: Class 11 contains 21000 members 
Mstep: Class 12 contains 2775 members 
Mstep: Class 13 contains 122941 members 
Mstep: Class 14 contains 30645 members 
Mstep: Class 15 contains 8651 members 
Mstep: Class 16 contains 11149 members 
Mstep: Class 17 contains 45964 members 
Mstep: Class 18 contains 129756 members 
Mstep: Class 19 contains 14906 members 
Mstep: Class 21 contains 55333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65836060.000000 Penalty: 43456.902344
Iteration 16Q: 21 clusters Score -6.583606e+07 nChanged 11310
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 25979 members 
Mstep: Class 3 contains 12056 members 
Mstep: Class 4 contains 72674 members 
Mstep: Class 5 contains 505 members 
Mstep: Class 6 contains 22041 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 7177 members 
Mstep: Class 9 contains 9463 members 
Mstep: Class 10 contains 29967 members 
Mstep: Class 11 contains 20638 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 123955 members 
Mstep: Class 14 contains 30402 members 
Mstep: Class 15 contains 8993 members 
Mstep: Class 16 contains 11713 members 
Mstep: Class 17 contains 45525 members 
Mstep: Class 18 contains 132290 members 
Mstep: Class 19 contains 14877 members 
Mstep: Class 21 contains 54539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65841216.000000 Penalty: 43456.902344
Iteration 17Q: 21 clusters Score -6.584122e+07 nChanged 10852
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 26243 members 
Mstep: Class 3 contains 11344 members 
Mstep: Class 4 contains 70557 members 
Mstep: Class 5 contains 495 members 
Mstep: Class 6 contains 22344 members 
Mstep: Class 7 contains 8570 members 
Mstep: Class 8 contains 7487 members 
Mstep: Class 9 contains 9290 members 
Mstep: Class 10 contains 29261 members 
Mstep: Class 11 contains 20190 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 124828 members 
Mstep: Class 14 contains 30204 members 
Mstep: Class 15 contains 9311 members 
Mstep: Class 16 contains 12319 members 
Mstep: Class 17 contains 45177 members 
Mstep: Class 18 contains 135099 members 
Mstep: Class 19 contains 14495 members 
Mstep: Class 21 contains 53736 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 18Q: 21 clusters Score -6.584484e+07 nChanged 10469
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 26579 members 
Mstep: Class 3 contains 10671 members 
Mstep: Class 4 contains 68286 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 22667 members 
Mstep: Class 7 contains 8531 members 
Mstep: Class 8 contains 7794 members 
Mstep: Class 9 contains 9132 members 
Mstep: Class 10 contains 28563 members 
Mstep: Class 11 contains 19784 members 
Mstep: Class 12 contains 3935 members 
Mstep: Class 13 contains 125575 members 
Mstep: Class 14 contains 29971 members 
Mstep: Class 15 contains 9583 members 
Mstep: Class 16 contains 12987 members 
Mstep: Class 17 contains 44857 members 
Mstep: Class 18 contains 138066 members 
Mstep: Class 19 contains 14008 members 
Mstep: Class 21 contains 52940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65848196.000000 Penalty: 43456.902344
Iteration 19Q: 21 clusters Score -6.58482e+07 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 26968 members 
Mstep: Class 3 contains 10065 members 
Mstep: Class 4 contains 65853 members 
Mstep: Class 5 contains 481 members 
Mstep: Class 6 contains 22948 members 
Mstep: Class 7 contains 8454 members 
Mstep: Class 8 contains 8088 members 
Mstep: Class 9 contains 8965 members 
Mstep: Class 10 contains 27844 members 
Mstep: Class 11 contains 19406 members 
Mstep: Class 12 contains 4315 members 
Mstep: Class 13 contains 126233 members 
Mstep: Class 14 contains 29731 members 
Mstep: Class 15 contains 9834 members 
Mstep: Class 16 contains 13685 members 
Mstep: Class 17 contains 44597 members 
Mstep: Class 18 contains 141172 members 
Mstep: Class 19 contains 13483 members 
Mstep: Class 21 contains 52209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65852644.000000 Penalty: 43456.902344
Iteration 20F: 21 clusters Score -6.585264e+07 nChanged 10739
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 27450 members 
Mstep: Class 3 contains 9439 members 
Mstep: Class 4 contains 63470 members 
Mstep: Class 5 contains 484 members 
Mstep: Class 6 contains 23158 members 
Mstep: Class 7 contains 8322 members 
Mstep: Class 8 contains 8433 members 
Mstep: Class 9 contains 8695 members 
Mstep: Class 10 contains 27107 members 
Mstep: Class 11 contains 19000 members 
Mstep: Class 12 contains 4893 members 
Mstep: Class 13 contains 126829 members 
Mstep: Class 14 contains 29428 members 
Mstep: Class 15 contains 10065 members 
Mstep: Class 16 contains 14454 members 
Mstep: Class 17 contains 44399 members 
Mstep: Class 18 contains 144222 members 
Mstep: Class 19 contains 12981 members 
Mstep: Class 21 contains 51426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65856692.000000 Penalty: 43456.902344
Iteration 21Q: 21 clusters Score -6.585669e+07 nChanged 10541
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 27891 members 
Mstep: Class 3 contains 8895 members 
Mstep: Class 4 contains 61173 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 23398 members 
Mstep: Class 7 contains 8208 members 
Mstep: Class 8 contains 8734 members 
Mstep: Class 9 contains 8456 members 
Mstep: Class 10 contains 26426 members 
Mstep: Class 11 contains 18616 members 
Mstep: Class 12 contains 5493 members 
Mstep: Class 13 contains 127395 members 
Mstep: Class 14 contains 29115 members 
Mstep: Class 15 contains 10243 members 
Mstep: Class 16 contains 15175 members 
Mstep: Class 17 contains 44264 members 
Mstep: Class 18 contains 147174 members 
Mstep: Class 19 contains 12445 members 
Mstep: Class 21 contains 50626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65861112.000000 Penalty: 43456.902344
Iteration 22Q: 21 clusters Score -6.586111e+07 nChanged 10263
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 28224 members 
Mstep: Class 3 contains 8432 members 
Mstep: Class 4 contains 58965 members 
Mstep: Class 5 contains 444 members 
Mstep: Class 6 contains 23526 members 
Mstep: Class 7 contains 8083 members 
Mstep: Class 8 contains 8999 members 
Mstep: Class 9 contains 8260 members 
Mstep: Class 10 contains 25772 members 
Mstep: Class 11 contains 18244 members 
Mstep: Class 12 contains 6162 members 
Mstep: Class 13 contains 127907 members 
Mstep: Class 14 contains 28747 members 
Mstep: Class 15 contains 10398 members 
Mstep: Class 16 contains 15926 members 
Mstep: Class 17 contains 44108 members 
Mstep: Class 18 contains 150131 members 
Mstep: Class 19 contains 12020 members 
Mstep: Class 21 contains 49790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65864920.000000 Penalty: 43456.902344
Iteration 23Q: 21 clusters Score -6.586492e+07 nChanged 10002
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 28424 members 
Mstep: Class 3 contains 8052 members 
Mstep: Class 4 contains 56743 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 23598 members 
Mstep: Class 7 contains 7964 members 
Mstep: Class 8 contains 9262 members 
Mstep: Class 9 contains 8058 members 
Mstep: Class 10 contains 25123 members 
Mstep: Class 11 contains 17875 members 
Mstep: Class 12 contains 6818 members 
Mstep: Class 13 contains 128431 members 
Mstep: Class 14 contains 28349 members 
Mstep: Class 15 contains 10539 members 
Mstep: Class 16 contains 16664 members 
Mstep: Class 17 contains 43977 members 
Mstep: Class 18 contains 153164 members 
Mstep: Class 19 contains 11703 members 
Mstep: Class 21 contains 48912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65868112.000000 Penalty: 43456.902344
Iteration 24Q: 21 clusters Score -6.586811e+07 nChanged 9579
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 28526 members 
Mstep: Class 3 contains 7711 members 
Mstep: Class 4 contains 54556 members 
Mstep: Class 5 contains 411 members 
Mstep: Class 6 contains 23630 members 
Mstep: Class 7 contains 7899 members 
Mstep: Class 8 contains 9546 members 
Mstep: Class 9 contains 7858 members 
Mstep: Class 10 contains 24492 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 7484 members 
Mstep: Class 13 contains 128923 members 
Mstep: Class 14 contains 27899 members 
Mstep: Class 15 contains 10675 members 
Mstep: Class 16 contains 17396 members 
Mstep: Class 17 contains 43857 members 
Mstep: Class 18 contains 156123 members 
Mstep: Class 19 contains 11479 members 
Mstep: Class 21 contains 48001 members 
Entering Unmasked Estep 
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Iteration 25Q: 21 clusters Score -6.587075e+07 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 28524 members 
Mstep: Class 3 contains 7410 members 
Mstep: Class 4 contains 52590 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 23605 members 
Mstep: Class 7 contains 7870 members 
Mstep: Class 8 contains 9842 members 
Mstep: Class 9 contains 7697 members 
Mstep: Class 10 contains 23872 members 
Mstep: Class 11 contains 17306 members 
Mstep: Class 12 contains 8155 members 
Mstep: Class 13 contains 129393 members 
Mstep: Class 14 contains 27446 members 
Mstep: Class 15 contains 10804 members 
Mstep: Class 16 contains 18080 members 
Mstep: Class 17 contains 43707 members 
Mstep: Class 18 contains 158840 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 21 contains 47096 members 
Entering Unmasked Estep 
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Iteration 26Q: 21 clusters Score -6.587253e+07 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 28519 members 
Mstep: Class 3 contains 7148 members 
Mstep: Class 4 contains 50816 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 23533 members 
Mstep: Class 7 contains 7915 members 
Mstep: Class 8 contains 10138 members 
Mstep: Class 9 contains 7545 members 
Mstep: Class 10 contains 23330 members 
Mstep: Class 11 contains 17022 members 
Mstep: Class 12 contains 8805 members 
Mstep: Class 13 contains 129872 members 
Mstep: Class 14 contains 26983 members 
Mstep: Class 15 contains 10904 members 
Mstep: Class 16 contains 18682 members 
Mstep: Class 17 contains 43581 members 
Mstep: Class 18 contains 161367 members 
Mstep: Class 19 contains 11228 members 
Mstep: Class 21 contains 46163 members 
Entering Unmasked Estep 
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Iteration 27Q: 21 clusters Score -6.587469e+07 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 28461 members 
Mstep: Class 3 contains 6882 members 
Mstep: Class 4 contains 49141 members 
Mstep: Class 5 contains 398 members 
Mstep: Class 6 contains 23413 members 
Mstep: Class 7 contains 8069 members 
Mstep: Class 8 contains 10383 members 
Mstep: Class 9 contains 7421 members 
Mstep: Class 10 contains 22779 members 
Mstep: Class 11 contains 16792 members 
Mstep: Class 12 contains 9456 members 
Mstep: Class 13 contains 130302 members 
Mstep: Class 14 contains 26623 members 
Mstep: Class 15 contains 10995 members 
Mstep: Class 16 contains 19290 members 
Mstep: Class 17 contains 43433 members 
Mstep: Class 18 contains 163662 members 
Mstep: Class 19 contains 11155 members 
Mstep: Class 21 contains 45254 members 
Entering Unmasked Estep 
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Iteration 28Q: 21 clusters Score -6.587692e+07 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 28385 members 
Mstep: Class 3 contains 6660 members 
Mstep: Class 4 contains 47652 members 
Mstep: Class 5 contains 392 members 
Mstep: Class 6 contains 23280 members 
Mstep: Class 7 contains 8264 members 
Mstep: Class 8 contains 10641 members 
Mstep: Class 9 contains 7306 members 
Mstep: Class 10 contains 22260 members 
Mstep: Class 11 contains 16581 members 
Mstep: Class 12 contains 10094 members 
Mstep: Class 13 contains 130668 members 
Mstep: Class 14 contains 26262 members 
Mstep: Class 15 contains 11058 members 
Mstep: Class 16 contains 19839 members 
Mstep: Class 17 contains 43289 members 
Mstep: Class 18 contains 165752 members 
Mstep: Class 19 contains 11111 members 
Mstep: Class 21 contains 44379 members 
Entering Unmasked Estep 
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Iteration 29Q: 21 clusters Score -6.587842e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 28294 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 46361 members 
Mstep: Class 5 contains 386 members 
Mstep: Class 6 contains 23138 members 
Mstep: Class 7 contains 8480 members 
Mstep: Class 8 contains 10901 members 
Mstep: Class 9 contains 7191 members 
Mstep: Class 10 contains 21774 members 
Mstep: Class 11 contains 16391 members 
Mstep: Class 12 contains 10705 members 
Mstep: Class 13 contains 130967 members 
Mstep: Class 14 contains 25913 members 
Mstep: Class 15 contains 11119 members 
Mstep: Class 16 contains 20343 members 
Mstep: Class 17 contains 43171 members 
Mstep: Class 18 contains 167544 members 
Mstep: Class 19 contains 11064 members 
Mstep: Class 21 contains 43630 members 
Entering Unmasked Estep 
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Iteration 30Q: 21 clusters Score -6.587938e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 28203 members 
Mstep: Class 3 contains 6340 members 
Mstep: Class 4 contains 45183 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 22989 members 
Mstep: Class 7 contains 8679 members 
Mstep: Class 8 contains 11138 members 
Mstep: Class 9 contains 7082 members 
Mstep: Class 10 contains 21338 members 
Mstep: Class 11 contains 16279 members 
Mstep: Class 12 contains 11300 members 
Mstep: Class 13 contains 131195 members 
Mstep: Class 14 contains 25599 members 
Mstep: Class 15 contains 11174 members 
Mstep: Class 16 contains 20785 members 
Mstep: Class 17 contains 43063 members 
Mstep: Class 18 contains 169139 members 
Mstep: Class 19 contains 11034 members 
Mstep: Class 21 contains 42917 members 
Entering Unmasked Estep 
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Iteration 31Q: 21 clusters Score -6.588002e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 28130 members 
Mstep: Class 3 contains 6258 members 
Mstep: Class 4 contains 44085 members 
Mstep: Class 5 contains 370 members 
Mstep: Class 6 contains 22803 members 
Mstep: Class 7 contains 8917 members 
Mstep: Class 8 contains 11353 members 
Mstep: Class 9 contains 6955 members 
Mstep: Class 10 contains 20970 members 
Mstep: Class 11 contains 16193 members 
Mstep: Class 12 contains 11860 members 
Mstep: Class 13 contains 131430 members 
Mstep: Class 14 contains 25348 members 
Mstep: Class 15 contains 11221 members 
Mstep: Class 16 contains 21147 members 
Mstep: Class 17 contains 42960 members 
Mstep: Class 18 contains 170562 members 
Mstep: Class 19 contains 11016 members 
Mstep: Class 21 contains 42204 members 
Entering Unmasked Estep 
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Iteration 32Q: 21 clusters Score -6.588048e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 28058 members 
Mstep: Class 3 contains 6211 members 
Mstep: Class 4 contains 43059 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 22631 members 
Mstep: Class 7 contains 9151 members 
Mstep: Class 8 contains 11573 members 
Mstep: Class 9 contains 6835 members 
Mstep: Class 10 contains 20641 members 
Mstep: Class 11 contains 16146 members 
Mstep: Class 12 contains 12363 members 
Mstep: Class 13 contains 131591 members 
Mstep: Class 14 contains 25123 members 
Mstep: Class 15 contains 11258 members 
Mstep: Class 16 contains 21474 members 
Mstep: Class 17 contains 42873 members 
Mstep: Class 18 contains 171843 members 
Mstep: Class 19 contains 11004 members 
Mstep: Class 21 contains 41564 members 
Entering Unmasked Estep 
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Iteration 33Q: 21 clusters Score -6.58811e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 27974 members 
Mstep: Class 3 contains 6174 members 
Mstep: Class 4 contains 42126 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 6 contains 22484 members 
Mstep: Class 7 contains 9347 members 
Mstep: Class 8 contains 11774 members 
Mstep: Class 9 contains 6738 members 
Mstep: Class 10 contains 20340 members 
Mstep: Class 11 contains 16072 members 
Mstep: Class 12 contains 12821 members 
Mstep: Class 13 contains 131738 members 
Mstep: Class 14 contains 24936 members 
Mstep: Class 15 contains 11289 members 
Mstep: Class 16 contains 21766 members 
Mstep: Class 17 contains 42827 members 
Mstep: Class 18 contains 172979 members 
Mstep: Class 19 contains 10992 members 
Mstep: Class 21 contains 40997 members 
Entering Unmasked Estep 
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Iteration 34Q: 21 clusters Score -6.588129e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 27881 members 
Mstep: Class 3 contains 6164 members 
Mstep: Class 4 contains 41315 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 22349 members 
Mstep: Class 7 contains 9537 members 
Mstep: Class 8 contains 11953 members 
Mstep: Class 9 contains 6634 members 
Mstep: Class 10 contains 20084 members 
Mstep: Class 11 contains 16024 members 
Mstep: Class 12 contains 13197 members 
Mstep: Class 13 contains 131860 members 
Mstep: Class 14 contains 24789 members 
Mstep: Class 15 contains 11316 members 
Mstep: Class 16 contains 22007 members 
Mstep: Class 17 contains 42788 members 
Mstep: Class 18 contains 173970 members 
Mstep: Class 19 contains 10976 members 
Mstep: Class 21 contains 40505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65881256.000000 Penalty: 43456.902344
Iteration 35Q: 21 clusters Score -6.588126e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 27786 members 
Mstep: Class 3 contains 6153 members 
Mstep: Class 4 contains 40543 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 6 contains 22236 members 
Mstep: Class 7 contains 9733 members 
Mstep: Class 8 contains 12092 members 
Mstep: Class 9 contains 6557 members 
Mstep: Class 10 contains 19830 members 
Mstep: Class 11 contains 15945 members 
Mstep: Class 12 contains 13544 members 
Mstep: Class 13 contains 131927 members 
Mstep: Class 14 contains 24680 members 
Mstep: Class 15 contains 11341 members 
Mstep: Class 16 contains 22195 members 
Mstep: Class 17 contains 42776 members 
Mstep: Class 18 contains 174882 members 
Mstep: Class 19 contains 10968 members 
Mstep: Class 21 contains 40137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65881428.000000 Penalty: 43456.902344
Iteration 36Q: 21 clusters Score -6.588143e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 27713 members 
Mstep: Class 3 contains 6144 members 
Mstep: Class 4 contains 39884 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 6 contains 22156 members 
Mstep: Class 7 contains 9892 members 
Mstep: Class 8 contains 12219 members 
Mstep: Class 9 contains 6470 members 
Mstep: Class 10 contains 19598 members 
Mstep: Class 11 contains 15855 members 
Mstep: Class 12 contains 13839 members 
Mstep: Class 13 contains 131988 members 
Mstep: Class 14 contains 24561 members 
Mstep: Class 15 contains 11357 members 
Mstep: Class 16 contains 22357 members 
Mstep: Class 17 contains 42770 members 
Mstep: Class 18 contains 175677 members 
Mstep: Class 19 contains 10959 members 
Mstep: Class 21 contains 39864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65881496.000000 Penalty: 43456.902344
Iteration 37Q: 21 clusters Score -6.58815e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 27651 members 
Mstep: Class 3 contains 6138 members 
Mstep: Class 4 contains 39286 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 6 contains 22060 members 
Mstep: Class 7 contains 10057 members 
Mstep: Class 8 contains 12319 members 
Mstep: Class 9 contains 6387 members 
Mstep: Class 10 contains 19423 members 
Mstep: Class 11 contains 15736 members 
Mstep: Class 12 contains 14087 members 
Mstep: Class 13 contains 132041 members 
Mstep: Class 14 contains 24507 members 
Mstep: Class 15 contains 11383 members 
Mstep: Class 16 contains 22482 members 
Mstep: Class 17 contains 42757 members 
Mstep: Class 18 contains 176373 members 
Mstep: Class 19 contains 10950 members 
Mstep: Class 21 contains 39649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65881748.000000 Penalty: 43456.902344
Iteration 38Q: 21 clusters Score -6.588175e+07 nChanged 2168
Entering ConstructFrom: 
Score: -65881748.000000 Penalty: 43456.902344
Entering ConstructFrom: 
Trying to split cluster 1 (7608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Entering Unmasked Estep 
Score: -706433.437500 Penalty: 1452.255249
	Iteration 0F: 2 clusters Score -706433.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -701016.375000 Penalty: 2904.510498
	Iteration 0F: 3 clusters Score -701016.4 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -705196.875000 Penalty: 2904.510498
	Iteration 1F: 3 clusters Score -705196.9 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -707054.687500 Penalty: 2904.510498
	Iteration 2F: 3 clusters Score -707054.7 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -708386.375000 Penalty: 2904.510498
	Iteration 3F: 3 clusters Score -708386.4 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -709382.500000 Penalty: 2904.510498
	Iteration 4F: 3 clusters Score -709382.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -710005.750000 Penalty: 2904.510498
	Iteration 5F: 3 clusters Score -710005.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -710410.437500 Penalty: 2904.510498
	Iteration 6Q: 3 clusters Score -710410.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -710679.000000 Penalty: 2904.510498
	Iteration 7Q: 3 clusters Score -710679 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -710974.562500 Penalty: 2904.510498
	Iteration 8Q: 3 clusters Score -710974.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -711429.812500 Penalty: 2904.510498
	Iteration 9Q: 3 clusters Score -711429.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -711811.125000 Penalty: 2904.510498
	Iteration 10Q: 3 clusters Score -711811.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -711986.625000 Penalty: 2904.510498
	Iteration 11Q: 3 clusters Score -711986.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -712044.875000 Penalty: 2904.510498
	Iteration 12Q: 3 clusters Score -712044.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -712059.875000 Penalty: 2904.510498
	Iteration 13Q: 3 clusters Score -712059.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -712068.437500 Penalty: 2904.510498
	Iteration 14Q: 3 clusters Score -712068.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -712071.250000 Penalty: 2904.510498
	Iteration 15Q: 3 clusters Score -712071.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -712071.687500 Penalty: 2904.510498
	Iteration 16Q: 3 clusters Score -712071.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -712071.812500 Penalty: 2904.510498
	Iteration 17Q: 3 clusters Score -712071.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -712071.062500 Penalty: 2904.510498
	Iteration 18Q: 3 clusters Score -712071.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -712071.437500 Penalty: 2904.510498
	Iteration 19Q: 3 clusters Score -712071.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -712077.875000 Penalty: 2904.510498
	Iteration 20F: 3 clusters Score -712077.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -712084.312500 Penalty: 2904.510498
	Iteration 21Q: 3 clusters Score -712084.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -712084.125000 Penalty: 2904.510498
	Iteration 22Q: 3 clusters Score -712084.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -712085.750000 Penalty: 2904.510498
	Iteration 23Q: 3 clusters Score -712085.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -712086.500000 Penalty: 2904.510498
	Iteration 24Q: 3 clusters Score -712086.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -712086.062500 Penalty: 2904.510498
	Iteration 25Q: 3 clusters Score -712086.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -712086.062500 Penalty: 2904.510498
	Iteration 26F: 3 clusters Score -712086.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 27592 members 
Mstep: Class 3 contains 6133 members 
Mstep: Class 4 contains 38697 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 21981 members 
Mstep: Class 7 contains 10191 members 
Mstep: Class 8 contains 12428 members 
Mstep: Class 9 contains 6316 members 
Mstep: Class 10 contains 19295 members 
Mstep: Class 11 contains 15657 members 
Mstep: Class 12 contains 14276 members 
Mstep: Class 13 contains 132057 members 
Mstep: Class 14 contains 24443 members 
Mstep: Class 15 contains 11403 members 
Mstep: Class 16 contains 22578 members 
Mstep: Class 17 contains 42739 members 
Mstep: Class 18 contains 177051 members 
Mstep: Class 19 contains 10923 members 
Mstep: Class 20 contains 4301 members 
Mstep: Class 21 contains 39507 members 
Entering Unmasked Estep 
Score: -65886784.000000 Penalty: 45629.746094
Splitting cluster 1 changes total score from -65881748.000000 to -65886784.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 2 (27592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Entering Unmasked Estep 
Score: -2803439.250000 Penalty: 1661.608154
	Iteration 0F: 2 clusters Score -2803439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2784954.750000 Penalty: 3323.216309
	Iteration 0F: 3 clusters Score -2784955 nChanged 12768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2794416.750000 Penalty: 3323.216309
	Iteration 1F: 3 clusters Score -2794417 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2798497.750000 Penalty: 3323.216309
	Iteration 2F: 3 clusters Score -2798498 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2802789.250000 Penalty: 3323.216309
	Iteration 3F: 3 clusters Score -2802789 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2805741.500000 Penalty: 3323.216309
	Iteration 4F: 3 clusters Score -2805742 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2807302.500000 Penalty: 3323.216309
	Iteration 5F: 3 clusters Score -2807302 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2808167.250000 Penalty: 3323.216309
	Iteration 6Q: 3 clusters Score -2808167 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2808683.250000 Penalty: 3323.216309
	Iteration 7Q: 3 clusters Score -2808683 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2809090.000000 Penalty: 3323.216309
	Iteration 8Q: 3 clusters Score -2809090 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2809422.750000 Penalty: 3323.216309
	Iteration 9Q: 3 clusters Score -2809423 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2809787.000000 Penalty: 3323.216309
	Iteration 10Q: 3 clusters Score -2809787 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2810185.500000 Penalty: 3323.216309
	Iteration 11Q: 3 clusters Score -2810186 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2810514.500000 Penalty: 3323.216309
	Iteration 12Q: 3 clusters Score -2810514 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2810663.500000 Penalty: 3323.216309
	Iteration 13Q: 3 clusters Score -2810664 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2810727.000000 Penalty: 3323.216309
	Iteration 14Q: 3 clusters Score -2810727 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2810762.500000 Penalty: 3323.216309
	Iteration 15Q: 3 clusters Score -2810762 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2810791.000000 Penalty: 3323.216309
	Iteration 16Q: 3 clusters Score -2810791 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2810820.500000 Penalty: 3323.216309
	Iteration 17Q: 3 clusters Score -2810820 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2810832.500000 Penalty: 3323.216309
	Iteration 18Q: 3 clusters Score -2810832 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2810859.250000 Penalty: 3323.216309
	Iteration 19Q: 3 clusters Score -2810859 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2810877.250000 Penalty: 3323.216309
	Iteration 20F: 3 clusters Score -2810877 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2810904.750000 Penalty: 3323.216309
	Iteration 21Q: 3 clusters Score -2810905 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2810945.500000 Penalty: 3323.216309
	Iteration 22Q: 3 clusters Score -2810946 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2810971.500000 Penalty: 3323.216309
	Iteration 23Q: 3 clusters Score -2810972 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2810981.500000 Penalty: 3323.216309
	Iteration 24Q: 3 clusters Score -2810982 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2810984.000000 Penalty: 3323.216309
	Iteration 25Q: 3 clusters Score -2810984 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2810998.000000 Penalty: 3323.216309
	Iteration 26Q: 3 clusters Score -2810998 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2810989.500000 Penalty: 3323.216309
	Iteration 27Q: 3 clusters Score -2810990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2810993.500000 Penalty: 3323.216309
	Iteration 28Q: 3 clusters Score -2810994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2810992.250000 Penalty: 3323.216309
	Iteration 29Q: 3 clusters Score -2810992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2810994.000000 Penalty: 3323.216309
	Iteration 30Q: 3 clusters Score -2810994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2810990.750000 Penalty: 3323.216309
	Iteration 31Q: 3 clusters Score -2810991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2810987.750000 Penalty: 3323.216309
	Iteration 32Q: 3 clusters Score -2810988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2810982.500000 Penalty: 3323.216309
	Iteration 33Q: 3 clusters Score -2810982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2810983.250000 Penalty: 3323.216309
	Iteration 34Q: 3 clusters Score -2810983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2810983.250000 Penalty: 3323.216309
	Iteration 35F: 3 clusters Score -2810983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 15562 members 
Mstep: Class 3 contains 6133 members 
Mstep: Class 4 contains 38697 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 21981 members 
Mstep: Class 7 contains 10191 members 
Mstep: Class 8 contains 12428 members 
Mstep: Class 9 contains 6316 members 
Mstep: Class 10 contains 19295 members 
Mstep: Class 11 contains 15657 members 
Mstep: Class 12 contains 14276 members 
Mstep: Class 13 contains 132057 members 
Mstep: Class 14 contains 24443 members 
Mstep: Class 15 contains 11403 members 
Mstep: Class 16 contains 22578 members 
Mstep: Class 17 contains 42739 members 
Mstep: Class 18 contains 177051 members 
Mstep: Class 19 contains 10923 members 
Mstep: Class 20 contains 4301 members 
Mstep: Class 21 contains 39507 members 
Mstep: Class 22 contains 12030 members 
Entering Unmasked Estep 
Score: -65893732.000000 Penalty: 47802.589844
Splitting cluster 2 changes total score from -65881748.000000 to -65893732.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 3 (6133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Entering Unmasked Estep 
Score: -638259.437500 Penalty: 1417.233887
	Iteration 0F: 2 clusters Score -638259.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -633590.375000 Penalty: 2834.467773
	Iteration 0F: 3 clusters Score -633590.4 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -634992.937500 Penalty: 2834.467773
	Iteration 1F: 3 clusters Score -634992.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -635292.187500 Penalty: 2834.467773
	Iteration 2F: 3 clusters Score -635292.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -635645.812500 Penalty: 2834.467773
	Iteration 3F: 3 clusters Score -635645.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -636232.250000 Penalty: 2834.467773
	Iteration 4F: 3 clusters Score -636232.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -636976.687500 Penalty: 2834.467773
	Iteration 5F: 3 clusters Score -636976.7 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -637609.000000 Penalty: 2834.467773
	Iteration 6F: 3 clusters Score -637609 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -637962.062500 Penalty: 2834.467773
	Iteration 7F: 3 clusters Score -637962.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -638104.250000 Penalty: 2834.467773
	Iteration 8Q: 3 clusters Score -638104.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -638185.562500 Penalty: 2834.467773
	Iteration 9Q: 3 clusters Score -638185.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -638243.562500 Penalty: 2834.467773
	Iteration 10Q: 3 clusters Score -638243.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -638282.062500 Penalty: 2834.467773
	Iteration 11Q: 3 clusters Score -638282.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -638303.625000 Penalty: 2834.467773
	Iteration 12Q: 3 clusters Score -638303.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -638314.875000 Penalty: 2834.467773
	Iteration 13Q: 3 clusters Score -638314.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -638324.312500 Penalty: 2834.467773
	Iteration 14Q: 3 clusters Score -638324.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -638335.625000 Penalty: 2834.467773
	Iteration 15Q: 3 clusters Score -638335.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -638342.500000 Penalty: 2834.467773
	Iteration 16Q: 3 clusters Score -638342.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -638345.437500 Penalty: 2834.467773
	Iteration 17Q: 3 clusters Score -638345.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -638346.875000 Penalty: 2834.467773
	Iteration 18Q: 3 clusters Score -638346.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -638345.875000 Penalty: 2834.467773
	Iteration 19Q: 3 clusters Score -638345.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -638347.125000 Penalty: 2834.467773
	Iteration 20F: 3 clusters Score -638347.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -638347.062500 Penalty: 2834.467773
	Iteration 21Q: 3 clusters Score -638347.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -638347.062500 Penalty: 2834.467773
	Iteration 22F: 3 clusters Score -638347.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 15562 members 
Mstep: Class 3 contains 4730 members 
Mstep: Class 4 contains 38697 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 21981 members 
Mstep: Class 7 contains 10191 members 
Mstep: Class 8 contains 12428 members 
Mstep: Class 9 contains 6316 members 
Mstep: Class 10 contains 19295 members 
Mstep: Class 11 contains 15657 members 
Mstep: Class 12 contains 14276 members 
Mstep: Class 13 contains 132057 members 
Mstep: Class 14 contains 24443 members 
Mstep: Class 15 contains 11403 members 
Mstep: Class 16 contains 22578 members 
Mstep: Class 17 contains 42739 members 
Mstep: Class 18 contains 177051 members 
Mstep: Class 19 contains 10923 members 
Mstep: Class 20 contains 4301 members 
Mstep: Class 21 contains 39507 members 
Mstep: Class 22 contains 12030 members 
Mstep: Class 23 contains 1403 members 
Entering Unmasked Estep 
Score: -65893196.000000 Penalty: 49975.437500
Splitting cluster 3 changes total score from -65881748.000000 to -65893196.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (38697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Entering Unmasked Estep 
Score: -4100953.750000 Penalty: 1716.571655
	Iteration 0F: 2 clusters Score -4100954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -4075143.000000 Penalty: 3433.143311
	Iteration 0F: 3 clusters Score -4075143 nChanged 17978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -4085181.500000 Penalty: 3433.143311
	Iteration 1F: 3 clusters Score -4085182 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -4085860.000000 Penalty: 3433.143311
	Iteration 2Q: 3 clusters Score -4085860 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -4086784.500000 Penalty: 3433.143311
	Iteration 3F: 3 clusters Score -4086784 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -4088071.250000 Penalty: 3433.143311
	Iteration 4F: 3 clusters Score -4088071 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -4089729.750000 Penalty: 3433.143311
	Iteration 5F: 3 clusters Score -4089730 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -4091682.750000 Penalty: 3433.143311
	Iteration 6F: 3 clusters Score -4091683 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -4093703.250000 Penalty: 3433.143311
	Iteration 7F: 3 clusters Score -4093703 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -4095364.250000 Penalty: 3433.143311
	Iteration 8Q: 3 clusters Score -4095364 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -4096485.250000 Penalty: 3433.143311
	Iteration 9Q: 3 clusters Score -4096485 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -4097184.750000 Penalty: 3433.143311
	Iteration 10Q: 3 clusters Score -4097185 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -4097646.500000 Penalty: 3433.143311
	Iteration 11Q: 3 clusters Score -4097646 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -4097903.500000 Penalty: 3433.143311
	Iteration 12Q: 3 clusters Score -4097904 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -4098108.750000 Penalty: 3433.143311
	Iteration 13Q: 3 clusters Score -4098109 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -4098282.750000 Penalty: 3433.143311
	Iteration 14Q: 3 clusters Score -4098283 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -4098443.250000 Penalty: 3433.143311
	Iteration 15Q: 3 clusters Score -4098443 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -4098552.250000 Penalty: 3433.143311
	Iteration 16Q: 3 clusters Score -4098552 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -4098653.500000 Penalty: 3433.143311
	Iteration 17Q: 3 clusters Score -4098654 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -4098760.750000 Penalty: 3433.143311
	Iteration 18Q: 3 clusters Score -4098761 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -4098851.250000 Penalty: 3433.143311
	Iteration 19Q: 3 clusters Score -4098851 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -4098937.250000 Penalty: 3433.143311
	Iteration 20F: 3 clusters Score -4098937 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -4098986.000000 Penalty: 3433.143311
	Iteration 21Q: 3 clusters Score -4098986 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4099040.500000 Penalty: 3433.143311
	Iteration 22Q: 3 clusters Score -4099040 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4099080.000000 Penalty: 3433.143311
	Iteration 23Q: 3 clusters Score -4099080 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4099111.000000 Penalty: 3433.143311
	Iteration 24Q: 3 clusters Score -4099111 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4099134.250000 Penalty: 3433.143311
	Iteration 25Q: 3 clusters Score -4099134 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -4099176.250000 Penalty: 3433.143311
	Iteration 26Q: 3 clusters Score -4099176 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -4099237.250000 Penalty: 3433.143311
	Iteration 27Q: 3 clusters Score -4099237 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4099276.750000 Penalty: 3433.143311
	Iteration 28Q: 3 clusters Score -4099277 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4099315.500000 Penalty: 3433.143311
	Iteration 29Q: 3 clusters Score -4099316 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4099360.750000 Penalty: 3433.143311
	Iteration 30Q: 3 clusters Score -4099361 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4099395.500000 Penalty: 3433.143311
	Iteration 31Q: 3 clusters Score -4099396 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4099433.000000 Penalty: 3433.143311
	Iteration 32Q: 3 clusters Score -4099433 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4099460.000000 Penalty: 3433.143311
	Iteration 33Q: 3 clusters Score -4099460 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4099496.000000 Penalty: 3433.143311
	Iteration 34Q: 3 clusters Score -4099496 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4099527.250000 Penalty: 3433.143311
	Iteration 35Q: 3 clusters Score -4099527 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4099570.500000 Penalty: 3433.143311
	Iteration 36Q: 3 clusters Score -4099570 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4099621.000000 Penalty: 3433.143311
	Iteration 37Q: 3 clusters Score -4099621 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4099654.500000 Penalty: 3433.143311
	Iteration 38Q: 3 clusters Score -4099654 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4099695.000000 Penalty: 3433.143311
	Iteration 39Q: 3 clusters Score -4099695 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4099724.750000 Penalty: 3433.143311
	Iteration 40F: 3 clusters Score -4099725 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4099757.250000 Penalty: 3433.143311
	Iteration 41Q: 3 clusters Score -4099757 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4099769.500000 Penalty: 3433.143311
	Iteration 42Q: 3 clusters Score -4099770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4099789.250000 Penalty: 3433.143311
	Iteration 43Q: 3 clusters Score -4099789 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4099799.500000 Penalty: 3433.143311
	Iteration 44Q: 3 clusters Score -4099800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4099819.000000 Penalty: 3433.143311
	Iteration 45Q: 3 clusters Score -4099819 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4099826.250000 Penalty: 3433.143311
	Iteration 46Q: 3 clusters Score -4099826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4099837.000000 Penalty: 3433.143311
	Iteration 47Q: 3 clusters Score -4099837 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4099851.750000 Penalty: 3433.143311
	Iteration 48Q: 3 clusters Score -4099852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4099870.000000 Penalty: 3433.143311
	Iteration 49Q: 3 clusters Score -4099870 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4099876.750000 Penalty: 3433.143311
	Iteration 50Q: 3 clusters Score -4099877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4099889.500000 Penalty: 3433.143311
	Iteration 51Q: 3 clusters Score -4099890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4099894.250000 Penalty: 3433.143311
	Iteration 52Q: 3 clusters Score -4099894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4099902.250000 Penalty: 3433.143311
	Iteration 53Q: 3 clusters Score -4099902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4099908.500000 Penalty: 3433.143311
	Iteration 54Q: 3 clusters Score -4099908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4099912.250000 Penalty: 3433.143311
	Iteration 55Q: 3 clusters Score -4099912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4099917.750000 Penalty: 3433.143311
	Iteration 56Q: 3 clusters Score -4099918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4099922.750000 Penalty: 3433.143311
	Iteration 57Q: 3 clusters Score -4099923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4099922.750000 Penalty: 3433.143311
	Iteration 58Q: 3 clusters Score -4099923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4099922.500000 Penalty: 3433.143311
	Iteration 59Q: 3 clusters Score -4099922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4099924.000000 Penalty: 3433.143311
	Iteration 60F: 3 clusters Score -4099924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4099926.750000 Penalty: 3433.143311
	Iteration 61Q: 3 clusters Score -4099927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4099925.000000 Penalty: 3433.143311
	Iteration 62Q: 3 clusters Score -4099925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4099929.250000 Penalty: 3433.143311
	Iteration 63Q: 3 clusters Score -4099929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4099926.750000 Penalty: 3433.143311
	Iteration 64Q: 3 clusters Score -4099927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4099933.500000 Penalty: 3433.143311
	Iteration 65Q: 3 clusters Score -4099934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4099932.250000 Penalty: 3433.143311
	Iteration 66Q: 3 clusters Score -4099932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4099935.500000 Penalty: 3433.143311
	Iteration 67Q: 3 clusters Score -4099936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4099934.500000 Penalty: 3433.143311
	Iteration 68Q: 3 clusters Score -4099934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4099936.250000 Penalty: 3433.143311
	Iteration 69Q: 3 clusters Score -4099936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4099940.000000 Penalty: 3433.143311
	Iteration 70Q: 3 clusters Score -4099940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4099938.500000 Penalty: 3433.143311
	Iteration 71Q: 3 clusters Score -4099938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4099938.000000 Penalty: 3433.143311
	Iteration 72Q: 3 clusters Score -4099938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4099939.000000 Penalty: 3433.143311
	Iteration 73Q: 3 clusters Score -4099939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4099938.250000 Penalty: 3433.143311
	Iteration 74Q: 3 clusters Score -4099938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4099942.000000 Penalty: 3433.143311
	Iteration 75Q: 3 clusters Score -4099942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4099945.000000 Penalty: 3433.143311
	Iteration 76Q: 3 clusters Score -4099945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4099945.500000 Penalty: 3433.143311
	Iteration 77Q: 3 clusters Score -4099946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4099950.000000 Penalty: 3433.143311
	Iteration 78Q: 3 clusters Score -4099950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4099952.500000 Penalty: 3433.143311
	Iteration 79Q: 3 clusters Score -4099952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4099952.250000 Penalty: 3433.143311
	Iteration 80F: 3 clusters Score -4099952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4099952.750000 Penalty: 3433.143311
	Iteration 81Q: 3 clusters Score -4099953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4099955.500000 Penalty: 3433.143311
	Iteration 82Q: 3 clusters Score -4099956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4099958.500000 Penalty: 3433.143311
	Iteration 83Q: 3 clusters Score -4099958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4099955.750000 Penalty: 3433.143311
	Iteration 84Q: 3 clusters Score -4099956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4099962.750000 Penalty: 3433.143311
	Iteration 85Q: 3 clusters Score -4099963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4099963.250000 Penalty: 3433.143311
	Iteration 86Q: 3 clusters Score -4099963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4099963.250000 Penalty: 3433.143311
	Iteration 87Q: 3 clusters Score -4099963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4099963.750000 Penalty: 3433.143311
	Iteration 88Q: 3 clusters Score -4099964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4099965.250000 Penalty: 3433.143311
	Iteration 89Q: 3 clusters Score -4099965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4099965.250000 Penalty: 3433.143311
	Iteration 90F: 3 clusters Score -4099965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -32529.740234 Penalty: 950.515259
	Iteration 0F: 2 clusters Score -32529.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31627.658203 Penalty: 1901.030518
	Iteration 0F: 3 clusters Score -31627.66 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31764.523438 Penalty: 1901.030518
	Iteration 1F: 3 clusters Score -31764.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -31793.714844 Penalty: 1901.030518
	Iteration 2Q: 3 clusters Score -31793.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -31824.001953 Penalty: 1901.030518
	Iteration 3Q: 3 clusters Score -31824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -31836.875000 Penalty: 1901.030518
	Iteration 4Q: 3 clusters Score -31836.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -31851.375000 Penalty: 1901.030518
	Iteration 5Q: 3 clusters Score -31851.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31871.156250 Penalty: 1901.030518
	Iteration 6Q: 3 clusters Score -31871.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -31875.910156 Penalty: 1901.030518
	Iteration 7Q: 3 clusters Score -31875.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31880.673828 Penalty: 1901.030518
	Iteration 8Q: 3 clusters Score -31880.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31885.779297 Penalty: 1901.030518
	Iteration 9Q: 3 clusters Score -31885.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -31887.876953 Penalty: 1901.030518
	Iteration 10Q: 3 clusters Score -31887.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -31887.876953 Penalty: 1901.030518
	Iteration 11F: 3 clusters Score -31887.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Entering Unmasked Estep 
Score: -2280417.750000 Penalty: 1624.664185
	Iteration 0F: 2 clusters Score -2280418 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 11084 members 
Entering Unmasked Estep 
Score: -2265515.000000 Penalty: 3249.328369
	Iteration 0F: 3 clusters Score -2265515 nChanged 10014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2271106.250000 Penalty: 3249.328369
	Iteration 1F: 3 clusters Score -2271106 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2271657.250000 Penalty: 3249.328369
	Iteration 2F: 3 clusters Score -2271657 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2272402.750000 Penalty: 3249.328369
	Iteration 3F: 3 clusters Score -2272403 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2273554.500000 Penalty: 3249.328369
	Iteration 4F: 3 clusters Score -2273554 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2274977.500000 Penalty: 3249.328369
	Iteration 5F: 3 clusters Score -2274978 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2276301.500000 Penalty: 3249.328369
	Iteration 6F: 3 clusters Score -2276302 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2277451.000000 Penalty: 3249.328369
	Iteration 7F: 3 clusters Score -2277451 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2278199.000000 Penalty: 3249.328369
	Iteration 8Q: 3 clusters Score -2278199 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2278729.000000 Penalty: 3249.328369
	Iteration 9Q: 3 clusters Score -2278729 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2279213.750000 Penalty: 3249.328369
	Iteration 10Q: 3 clusters Score -2279214 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2279665.250000 Penalty: 3249.328369
	Iteration 11Q: 3 clusters Score -2279665 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2279878.500000 Penalty: 3249.328369
	Iteration 12Q: 3 clusters Score -2279878 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2279952.250000 Penalty: 3249.328369
	Iteration 13Q: 3 clusters Score -2279952 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2279984.750000 Penalty: 3249.328369
	Iteration 14Q: 3 clusters Score -2279985 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2280000.750000 Penalty: 3249.328369
	Iteration 15Q: 3 clusters Score -2280001 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2280022.250000 Penalty: 3249.328369
	Iteration 16Q: 3 clusters Score -2280022 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2280031.500000 Penalty: 3249.328369
	Iteration 17Q: 3 clusters Score -2280032 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2280042.250000 Penalty: 3249.328369
	Iteration 18Q: 3 clusters Score -2280042 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2280048.750000 Penalty: 3249.328369
	Iteration 19Q: 3 clusters Score -2280049 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2280058.500000 Penalty: 3249.328369
	Iteration 20F: 3 clusters Score -2280058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2280057.250000 Penalty: 3249.328369
	Iteration 21Q: 3 clusters Score -2280057 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -2280062.000000 Penalty: 3249.328369
	Iteration 22Q: 3 clusters Score -2280062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2280066.750000 Penalty: 3249.328369
	Iteration 23Q: 3 clusters Score -2280067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2280073.000000 Penalty: 3249.328369
	Iteration 24Q: 3 clusters Score -2280073 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -2280075.000000 Penalty: 3249.328369
	Iteration 25Q: 3 clusters Score -2280075 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2280081.750000 Penalty: 3249.328369
	Iteration 26Q: 3 clusters Score -2280082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2280084.750000 Penalty: 3249.328369
	Iteration 27Q: 3 clusters Score -2280085 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2280092.750000 Penalty: 3249.328369
	Iteration 28Q: 3 clusters Score -2280093 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2280101.750000 Penalty: 3249.328369
	Iteration 29Q: 3 clusters Score -2280102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2280106.250000 Penalty: 3249.328369
	Iteration 30Q: 3 clusters Score -2280106 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2280113.500000 Penalty: 3249.328369
	Iteration 31Q: 3 clusters Score -2280114 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2280124.250000 Penalty: 3249.328369
	Iteration 32Q: 3 clusters Score -2280124 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2280130.750000 Penalty: 3249.328369
	Iteration 33Q: 3 clusters Score -2280131 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2280140.500000 Penalty: 3249.328369
	Iteration 34Q: 3 clusters Score -2280140 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2280156.500000 Penalty: 3249.328369
	Iteration 35Q: 3 clusters Score -2280156 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2280157.750000 Penalty: 3249.328369
	Iteration 36Q: 3 clusters Score -2280158 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2280165.000000 Penalty: 3249.328369
	Iteration 37Q: 3 clusters Score -2280165 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2280170.750000 Penalty: 3249.328369
	Iteration 38Q: 3 clusters Score -2280171 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2280183.500000 Penalty: 3249.328369
	Iteration 39Q: 3 clusters Score -2280184 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -2280178.750000 Penalty: 3249.328369
	Iteration 40F: 3 clusters Score -2280179 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2280189.500000 Penalty: 3249.328369
	Iteration 41Q: 3 clusters Score -2280190 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2280206.250000 Penalty: 3249.328369
	Iteration 42Q: 3 clusters Score -2280206 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2280211.500000 Penalty: 3249.328369
	Iteration 43Q: 3 clusters Score -2280212 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2280209.000000 Penalty: 3249.328369
	Iteration 44Q: 3 clusters Score -2280209 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2280217.250000 Penalty: 3249.328369
	Iteration 45Q: 3 clusters Score -2280217 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2280230.500000 Penalty: 3249.328369
	Iteration 46Q: 3 clusters Score -2280230 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2280235.750000 Penalty: 3249.328369
	Iteration 47Q: 3 clusters Score -2280236 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2280255.250000 Penalty: 3249.328369
	Iteration 48Q: 3 clusters Score -2280255 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2280267.250000 Penalty: 3249.328369
	Iteration 49Q: 3 clusters Score -2280267 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2280280.750000 Penalty: 3249.328369
	Iteration 50Q: 3 clusters Score -2280281 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2280278.250000 Penalty: 3249.328369
	Iteration 51Q: 3 clusters Score -2280278 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2280289.500000 Penalty: 3249.328369
	Iteration 52Q: 3 clusters Score -2280290 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -2280297.250000 Penalty: 3249.328369
	Iteration 53Q: 3 clusters Score -2280297 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2280309.250000 Penalty: 3249.328369
	Iteration 54Q: 3 clusters Score -2280309 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2280323.000000 Penalty: 3249.328369
	Iteration 55Q: 3 clusters Score -2280323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2280324.750000 Penalty: 3249.328369
	Iteration 56Q: 3 clusters Score -2280325 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -2280336.000000 Penalty: 3249.328369
	Iteration 57Q: 3 clusters Score -2280336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2280336.500000 Penalty: 3249.328369
	Iteration 58Q: 3 clusters Score -2280336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2280343.500000 Penalty: 3249.328369
	Iteration 59Q: 3 clusters Score -2280344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -2280336.750000 Penalty: 3249.328369
	Iteration 60F: 3 clusters Score -2280337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2280338.250000 Penalty: 3249.328369
	Iteration 61Q: 3 clusters Score -2280338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2280340.500000 Penalty: 3249.328369
	Iteration 62Q: 3 clusters Score -2280340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2280350.500000 Penalty: 3249.328369
	Iteration 63Q: 3 clusters Score -2280350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2280355.750000 Penalty: 3249.328369
	Iteration 64Q: 3 clusters Score -2280356 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2280359.750000 Penalty: 3249.328369
	Iteration 65Q: 3 clusters Score -2280360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2280380.250000 Penalty: 3249.328369
	Iteration 66Q: 3 clusters Score -2280380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -2280386.750000 Penalty: 3249.328369
	Iteration 67Q: 3 clusters Score -2280387 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -2280390.250000 Penalty: 3249.328369
	Iteration 68Q: 3 clusters Score -2280390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -2280401.250000 Penalty: 3249.328369
	Iteration 69Q: 3 clusters Score -2280401 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2280408.000000 Penalty: 3249.328369
	Iteration 70Q: 3 clusters Score -2280408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2280419.750000 Penalty: 3249.328369
	Iteration 71Q: 3 clusters Score -2280420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2280428.750000 Penalty: 3249.328369
	Iteration 72Q: 3 clusters Score -2280429 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -2280428.500000 Penalty: 3249.328369
	Iteration 73Q: 3 clusters Score -2280428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2280436.250000 Penalty: 3249.328369
	Iteration 74Q: 3 clusters Score -2280436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2280441.750000 Penalty: 3249.328369
	Iteration 75Q: 3 clusters Score -2280442 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2280447.250000 Penalty: 3249.328369
	Iteration 76Q: 3 clusters Score -2280447 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2280459.750000 Penalty: 3249.328369
	Iteration 77Q: 3 clusters Score -2280460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -2280469.250000 Penalty: 3249.328369
	Iteration 78Q: 3 clusters Score -2280469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -2280473.750000 Penalty: 3249.328369
	Iteration 79Q: 3 clusters Score -2280474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -2280475.000000 Penalty: 3249.328369
	Iteration 80F: 3 clusters Score -2280475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -2280477.250000 Penalty: 3249.328369
	Iteration 81Q: 3 clusters Score -2280477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2280479.750000 Penalty: 3249.328369
	Iteration 82Q: 3 clusters Score -2280480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2280484.000000 Penalty: 3249.328369
	Iteration 83Q: 3 clusters Score -2280484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -2280484.500000 Penalty: 3249.328369
	Iteration 84Q: 3 clusters Score -2280484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2280484.000000 Penalty: 3249.328369
	Iteration 85Q: 3 clusters Score -2280484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2280485.250000 Penalty: 3249.328369
	Iteration 86Q: 3 clusters Score -2280485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -2280486.500000 Penalty: 3249.328369
	Iteration 87Q: 3 clusters Score -2280486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2280486.500000 Penalty: 3249.328369
	Iteration 88Q: 3 clusters Score -2280486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -2280490.500000 Penalty: 3249.328369
	Iteration 89Q: 3 clusters Score -2280490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -2280486.750000 Penalty: 3249.328369
	Iteration 90Q: 3 clusters Score -2280487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2280486.000000 Penalty: 3249.328369
	Iteration 91Q: 3 clusters Score -2280486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -2280483.750000 Penalty: 3249.328369
	Iteration 92Q: 3 clusters Score -2280484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -2280487.750000 Penalty: 3249.328369
	Iteration 93Q: 3 clusters Score -2280488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2280487.500000 Penalty: 3249.328369
	Iteration 94Q: 3 clusters Score -2280488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2280487.500000 Penalty: 3249.328369
	Iteration 95F: 3 clusters Score -2280488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 15562 members 
Mstep: Class 3 contains 4730 members 
Mstep: Class 4 contains 38697 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 2162 members 
Mstep: Class 7 contains 10191 members 
Mstep: Class 8 contains 12428 members 
Mstep: Class 9 contains 6316 members 
Mstep: Class 10 contains 19295 members 
Mstep: Class 11 contains 15657 members 
Mstep: Class 12 contains 14276 members 
Mstep: Class 13 contains 132057 members 
Mstep: Class 14 contains 24443 members 
Mstep: Class 15 contains 11403 members 
Mstep: Class 16 contains 22578 members 
Mstep: Class 17 contains 42739 members 
Mstep: Class 18 contains 177051 members 
Mstep: Class 19 contains 10923 members 
Mstep: Class 20 contains 4301 members 
Mstep: Class 21 contains 39507 members 
Mstep: Class 22 contains 12030 members 
Mstep: Class 23 contains 1403 members 
Mstep: Class 24 contains 19819 members 
Entering Unmasked Estep 
Score: -65892660.000000 Penalty: 52148.281250
Splitting cluster 6 changes total score from -65881748.000000 to -65892660.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (10191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Entering Unmasked Estep 
Score: -1081738.500000 Penalty: 1499.754883
	Iteration 0F: 2 clusters Score -1081738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1074343.625000 Penalty: 2999.509766
	Iteration 0F: 3 clusters Score -1074344 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1076786.625000 Penalty: 2999.509766
	Iteration 1F: 3 clusters Score -1076787 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1077048.125000 Penalty: 2999.509766
	Iteration 2F: 3 clusters Score -1077048 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1077268.750000 Penalty: 2999.509766
	Iteration 3Q: 3 clusters Score -1077269 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1077491.250000 Penalty: 2999.509766
	Iteration 4Q: 3 clusters Score -1077491 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1077732.000000 Penalty: 2999.509766
	Iteration 5Q: 3 clusters Score -1077732 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1078016.000000 Penalty: 2999.509766
	Iteration 6Q: 3 clusters Score -1078016 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1078376.625000 Penalty: 2999.509766
	Iteration 7F: 3 clusters Score -1078377 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1078755.250000 Penalty: 2999.509766
	Iteration 8F: 3 clusters Score -1078755 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1079140.750000 Penalty: 2999.509766
	Iteration 9Q: 3 clusters Score -1079141 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1079489.625000 Penalty: 2999.509766
	Iteration 10Q: 3 clusters Score -1079490 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1079775.750000 Penalty: 2999.509766
	Iteration 11Q: 3 clusters Score -1079776 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1079972.750000 Penalty: 2999.509766
	Iteration 12Q: 3 clusters Score -1079973 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1080119.500000 Penalty: 2999.509766
	Iteration 13Q: 3 clusters Score -1080120 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1080235.875000 Penalty: 2999.509766
	Iteration 14Q: 3 clusters Score -1080236 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1080302.750000 Penalty: 2999.509766
	Iteration 15Q: 3 clusters Score -1080303 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1080357.500000 Penalty: 2999.509766
	Iteration 16Q: 3 clusters Score -1080358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1080389.750000 Penalty: 2999.509766
	Iteration 17Q: 3 clusters Score -1080390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1080405.500000 Penalty: 2999.509766
	Iteration 18Q: 3 clusters Score -1080406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1080416.500000 Penalty: 2999.509766
	Iteration 19Q: 3 clusters Score -1080416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1080427.125000 Penalty: 2999.509766
	Iteration 20F: 3 clusters Score -1080427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1080436.250000 Penalty: 2999.509766
	Iteration 21Q: 3 clusters Score -1080436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1080448.000000 Penalty: 2999.509766
	Iteration 22Q: 3 clusters Score -1080448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1080460.375000 Penalty: 2999.509766
	Iteration 23Q: 3 clusters Score -1080460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1080462.375000 Penalty: 2999.509766
	Iteration 24Q: 3 clusters Score -1080462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1080467.625000 Penalty: 2999.509766
	Iteration 25Q: 3 clusters Score -1080468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1080473.000000 Penalty: 2999.509766
	Iteration 26Q: 3 clusters Score -1080473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1080477.625000 Penalty: 2999.509766
	Iteration 27Q: 3 clusters Score -1080478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1080479.125000 Penalty: 2999.509766
	Iteration 28Q: 3 clusters Score -1080479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1080481.125000 Penalty: 2999.509766
	Iteration 29Q: 3 clusters Score -1080481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1080481.250000 Penalty: 2999.509766
	Iteration 30Q: 3 clusters Score -1080481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1080481.750000 Penalty: 2999.509766
	Iteration 31Q: 3 clusters Score -1080482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1080482.375000 Penalty: 2999.509766
	Iteration 32Q: 3 clusters Score -1080482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1080482.375000 Penalty: 2999.509766
	Iteration 33F: 3 clusters Score -1080482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Entering Unmasked Estep 
Score: -1200710.875000 Penalty: 1532.002441
	Iteration 0F: 2 clusters Score -1200711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1192086.000000 Penalty: 3064.004883
	Iteration 0F: 3 clusters Score -1192086 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1195446.000000 Penalty: 3064.004883
	Iteration 1F: 3 clusters Score -1195446 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1196212.250000 Penalty: 3064.004883
	Iteration 2F: 3 clusters Score -1196212 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1197033.875000 Penalty: 3064.004883
	Iteration 3F: 3 clusters Score -1197034 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1197808.625000 Penalty: 3064.004883
	Iteration 4F: 3 clusters Score -1197809 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1198408.250000 Penalty: 3064.004883
	Iteration 5F: 3 clusters Score -1198408 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1198824.125000 Penalty: 3064.004883
	Iteration 6Q: 3 clusters Score -1198824 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1199141.500000 Penalty: 3064.004883
	Iteration 7Q: 3 clusters Score -1199142 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1199378.500000 Penalty: 3064.004883
	Iteration 8Q: 3 clusters Score -1199378 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1199522.125000 Penalty: 3064.004883
	Iteration 9Q: 3 clusters Score -1199522 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1199628.875000 Penalty: 3064.004883
	Iteration 10Q: 3 clusters Score -1199629 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1199702.250000 Penalty: 3064.004883
	Iteration 11Q: 3 clusters Score -1199702 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1199778.250000 Penalty: 3064.004883
	Iteration 12Q: 3 clusters Score -1199778 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1199839.875000 Penalty: 3064.004883
	Iteration 13Q: 3 clusters Score -1199840 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1199893.375000 Penalty: 3064.004883
	Iteration 14Q: 3 clusters Score -1199893 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1199931.500000 Penalty: 3064.004883
	Iteration 15Q: 3 clusters Score -1199932 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1199959.625000 Penalty: 3064.004883
	Iteration 16Q: 3 clusters Score -1199960 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1199996.375000 Penalty: 3064.004883
	Iteration 17Q: 3 clusters Score -1199996 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1200029.000000 Penalty: 3064.004883
	Iteration 18Q: 3 clusters Score -1200029 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1200052.125000 Penalty: 3064.004883
	Iteration 19Q: 3 clusters Score -1200052 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1200073.875000 Penalty: 3064.004883
	Iteration 20F: 3 clusters Score -1200074 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1200088.375000 Penalty: 3064.004883
	Iteration 21Q: 3 clusters Score -1200088 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1200112.375000 Penalty: 3064.004883
	Iteration 22Q: 3 clusters Score -1200112 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1200131.625000 Penalty: 3064.004883
	Iteration 23Q: 3 clusters Score -1200132 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1200146.125000 Penalty: 3064.004883
	Iteration 24Q: 3 clusters Score -1200146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1200150.875000 Penalty: 3064.004883
	Iteration 25Q: 3 clusters Score -1200151 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1200159.625000 Penalty: 3064.004883
	Iteration 26Q: 3 clusters Score -1200160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1200170.000000 Penalty: 3064.004883
	Iteration 27Q: 3 clusters Score -1200170 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1200176.625000 Penalty: 3064.004883
	Iteration 28Q: 3 clusters Score -1200177 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1200185.000000 Penalty: 3064.004883
	Iteration 29Q: 3 clusters Score -1200185 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1200194.000000 Penalty: 3064.004883
	Iteration 30Q: 3 clusters Score -1200194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1200200.500000 Penalty: 3064.004883
	Iteration 31Q: 3 clusters Score -1200200 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1200212.875000 Penalty: 3064.004883
	Iteration 32Q: 3 clusters Score -1200213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1200222.625000 Penalty: 3064.004883
	Iteration 33Q: 3 clusters Score -1200223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1200227.250000 Penalty: 3064.004883
	Iteration 34Q: 3 clusters Score -1200227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1200231.125000 Penalty: 3064.004883
	Iteration 35Q: 3 clusters Score -1200231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1200238.000000 Penalty: 3064.004883
	Iteration 36Q: 3 clusters Score -1200238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1200241.125000 Penalty: 3064.004883
	Iteration 37Q: 3 clusters Score -1200241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1200246.500000 Penalty: 3064.004883
	Iteration 38Q: 3 clusters Score -1200246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1200251.500000 Penalty: 3064.004883
	Iteration 39Q: 3 clusters Score -1200252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1200254.875000 Penalty: 3064.004883
	Iteration 40F: 3 clusters Score -1200255 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1200259.000000 Penalty: 3064.004883
	Iteration 41Q: 3 clusters Score -1200259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1200265.625000 Penalty: 3064.004883
	Iteration 42Q: 3 clusters Score -1200266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1200274.375000 Penalty: 3064.004883
	Iteration 43Q: 3 clusters Score -1200274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1200279.625000 Penalty: 3064.004883
	Iteration 44Q: 3 clusters Score -1200280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1200283.750000 Penalty: 3064.004883
	Iteration 45Q: 3 clusters Score -1200284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1200287.250000 Penalty: 3064.004883
	Iteration 46Q: 3 clusters Score -1200287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1200289.250000 Penalty: 3064.004883
	Iteration 47Q: 3 clusters Score -1200289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1200287.875000 Penalty: 3064.004883
	Iteration 48Q: 3 clusters Score -1200288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1200287.875000 Penalty: 3064.004883
	Iteration 49Q: 3 clusters Score -1200288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1200290.375000 Penalty: 3064.004883
	Iteration 50Q: 3 clusters Score -1200290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1200291.750000 Penalty: 3064.004883
	Iteration 51Q: 3 clusters Score -1200292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1200294.000000 Penalty: 3064.004883
	Iteration 52Q: 3 clusters Score -1200294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1200291.875000 Penalty: 3064.004883
	Iteration 53Q: 3 clusters Score -1200292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1200292.750000 Penalty: 3064.004883
	Iteration 54Q: 3 clusters Score -1200293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1200292.125000 Penalty: 3064.004883
	Iteration 55Q: 3 clusters Score -1200292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1200291.875000 Penalty: 3064.004883
	Iteration 56Q: 3 clusters Score -1200292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1200292.625000 Penalty: 3064.004883
	Iteration 57Q: 3 clusters Score -1200293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1200295.000000 Penalty: 3064.004883
	Iteration 58Q: 3 clusters Score -1200295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1200295.375000 Penalty: 3064.004883
	Iteration 59Q: 3 clusters Score -1200295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1200295.250000 Penalty: 3064.004883
	Iteration 60F: 3 clusters Score -1200295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1200295.875000 Penalty: 3064.004883
	Iteration 61Q: 3 clusters Score -1200296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1200296.125000 Penalty: 3064.004883
	Iteration 62Q: 3 clusters Score -1200296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1200298.500000 Penalty: 3064.004883
	Iteration 63Q: 3 clusters Score -1200298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1200298.625000 Penalty: 3064.004883
	Iteration 64Q: 3 clusters Score -1200299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1200300.875000 Penalty: 3064.004883
	Iteration 65Q: 3 clusters Score -1200301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1200300.875000 Penalty: 3064.004883
	Iteration 66Q: 3 clusters Score -1200301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1200304.000000 Penalty: 3064.004883
	Iteration 67Q: 3 clusters Score -1200304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1200304.000000 Penalty: 3064.004883
	Iteration 68F: 3 clusters Score -1200304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Entering Unmasked Estep 
Score: -561621.375000 Penalty: 1422.011719
	Iteration 0F: 2 clusters Score -561621.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -557002.750000 Penalty: 2844.023438
	Iteration 0F: 3 clusters Score -557002.8 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -559556.500000 Penalty: 2844.023438
	Iteration 1F: 3 clusters Score -559556.5 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -561053.562500 Penalty: 2844.023438
	Iteration 2F: 3 clusters Score -561053.6 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -562271.625000 Penalty: 2844.023438
	Iteration 3F: 3 clusters Score -562271.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -562918.750000 Penalty: 2844.023438
	Iteration 4F: 3 clusters Score -562918.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -563264.187500 Penalty: 2844.023438
	Iteration 5Q: 3 clusters Score -563264.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -563430.437500 Penalty: 2844.023438
	Iteration 6Q: 3 clusters Score -563430.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -563486.937500 Penalty: 2844.023438
	Iteration 7Q: 3 clusters Score -563486.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -563513.625000 Penalty: 2844.023438
	Iteration 8Q: 3 clusters Score -563513.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -563531.312500 Penalty: 2844.023438
	Iteration 9Q: 3 clusters Score -563531.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -563553.562500 Penalty: 2844.023438
	Iteration 10Q: 3 clusters Score -563553.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -563578.000000 Penalty: 2844.023438
	Iteration 11Q: 3 clusters Score -563578 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -563608.937500 Penalty: 2844.023438
	Iteration 12Q: 3 clusters Score -563608.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -563654.125000 Penalty: 2844.023438
	Iteration 13Q: 3 clusters Score -563654.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -563702.375000 Penalty: 2844.023438
	Iteration 14Q: 3 clusters Score -563702.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -563749.750000 Penalty: 2844.023438
	Iteration 15Q: 3 clusters Score -563749.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -563775.562500 Penalty: 2844.023438
	Iteration 16Q: 3 clusters Score -563775.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -563785.625000 Penalty: 2844.023438
	Iteration 17Q: 3 clusters Score -563785.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -563794.187500 Penalty: 2844.023438
	Iteration 18Q: 3 clusters Score -563794.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -563803.500000 Penalty: 2844.023438
	Iteration 19Q: 3 clusters Score -563803.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -563813.875000 Penalty: 2844.023438
	Iteration 20F: 3 clusters Score -563813.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -563817.750000 Penalty: 2844.023438
	Iteration 21Q: 3 clusters Score -563817.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -563819.000000 Penalty: 2844.023438
	Iteration 22Q: 3 clusters Score -563819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -563819.375000 Penalty: 2844.023438
	Iteration 23Q: 3 clusters Score -563819.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -563820.375000 Penalty: 2844.023438
	Iteration 24Q: 3 clusters Score -563820.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -563820.125000 Penalty: 2844.023438
	Iteration 25Q: 3 clusters Score -563820.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -563820.125000 Penalty: 2844.023438
	Iteration 26Q: 3 clusters Score -563820.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -563820.312500 Penalty: 2844.023438
	Iteration 27Q: 3 clusters Score -563820.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -563820.250000 Penalty: 2844.023438
	Iteration 28Q: 3 clusters Score -563820.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -563819.750000 Penalty: 2844.023438
	Iteration 29Q: 3 clusters Score -563819.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -563819.687500 Penalty: 2844.023438
	Iteration 30Q: 3 clusters Score -563819.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -563819.687500 Penalty: 2844.023438
	Iteration 31F: 3 clusters Score -563819.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 15562 members 
Mstep: Class 3 contains 4730 members 
Mstep: Class 4 contains 38697 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 2162 members 
Mstep: Class 7 contains 10191 members 
Mstep: Class 8 contains 12428 members 
Mstep: Class 9 contains 1457 members 
Mstep: Class 10 contains 19295 members 
Mstep: Class 11 contains 15657 members 
Mstep: Class 12 contains 14276 members 
Mstep: Class 13 contains 132057 members 
Mstep: Class 14 contains 24443 members 
Mstep: Class 15 contains 11403 members 
Mstep: Class 16 contains 22578 members 
Mstep: Class 17 contains 42739 members 
Mstep: Class 18 contains 177051 members 
Mstep: Class 19 contains 10923 members 
Mstep: Class 20 contains 4301 members 
Mstep: Class 21 contains 39507 members 
Mstep: Class 22 contains 12030 members 
Mstep: Class 23 contains 1403 members 
Mstep: Class 24 contains 19819 members 
Mstep: Class 25 contains 4859 members 
Entering Unmasked Estep 
Score: -65894012.000000 Penalty: 54321.125000
Splitting cluster 9 changes total score from -65881748.000000 to -65894012.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (19295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Entering Unmasked Estep 
Score: -2022300.000000 Penalty: 1603.485229
	Iteration 0F: 2 clusters Score -2022300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2009100.375000 Penalty: 3206.970459
	Iteration 0F: 3 clusters Score -2009100 nChanged 8740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2013878.500000 Penalty: 3206.970459
	Iteration 1F: 3 clusters Score -2013878 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2014366.625000 Penalty: 3206.970459
	Iteration 2F: 3 clusters Score -2014367 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2014949.125000 Penalty: 3206.970459
	Iteration 3F: 3 clusters Score -2014949 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2015620.375000 Penalty: 3206.970459
	Iteration 4F: 3 clusters Score -2015620 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2016379.000000 Penalty: 3206.970459
	Iteration 5F: 3 clusters Score -2016379 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2017206.875000 Penalty: 3206.970459
	Iteration 6F: 3 clusters Score -2017207 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2017987.375000 Penalty: 3206.970459
	Iteration 7F: 3 clusters Score -2017987 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2018756.500000 Penalty: 3206.970459
	Iteration 8F: 3 clusters Score -2018756 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2019429.250000 Penalty: 3206.970459
	Iteration 9Q: 3 clusters Score -2019429 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2020058.750000 Penalty: 3206.970459
	Iteration 10Q: 3 clusters Score -2020059 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2020514.625000 Penalty: 3206.970459
	Iteration 11Q: 3 clusters Score -2020515 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2020774.625000 Penalty: 3206.970459
	Iteration 12Q: 3 clusters Score -2020775 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2020935.000000 Penalty: 3206.970459
	Iteration 13Q: 3 clusters Score -2020935 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2021055.125000 Penalty: 3206.970459
	Iteration 14Q: 3 clusters Score -2021055 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2021157.375000 Penalty: 3206.970459
	Iteration 15Q: 3 clusters Score -2021157 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2021245.750000 Penalty: 3206.970459
	Iteration 16Q: 3 clusters Score -2021246 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2021330.625000 Penalty: 3206.970459
	Iteration 17Q: 3 clusters Score -2021331 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2021411.625000 Penalty: 3206.970459
	Iteration 18Q: 3 clusters Score -2021412 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2021483.750000 Penalty: 3206.970459
	Iteration 19Q: 3 clusters Score -2021484 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2021541.625000 Penalty: 3206.970459
	Iteration 20F: 3 clusters Score -2021542 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2021570.375000 Penalty: 3206.970459
	Iteration 21Q: 3 clusters Score -2021570 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2021586.875000 Penalty: 3206.970459
	Iteration 22Q: 3 clusters Score -2021587 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2021616.125000 Penalty: 3206.970459
	Iteration 23Q: 3 clusters Score -2021616 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2021628.375000 Penalty: 3206.970459
	Iteration 24Q: 3 clusters Score -2021628 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2021648.000000 Penalty: 3206.970459
	Iteration 25Q: 3 clusters Score -2021648 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2021656.625000 Penalty: 3206.970459
	Iteration 26Q: 3 clusters Score -2021657 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2021667.625000 Penalty: 3206.970459
	Iteration 27Q: 3 clusters Score -2021668 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2021670.000000 Penalty: 3206.970459
	Iteration 28Q: 3 clusters Score -2021670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2021677.750000 Penalty: 3206.970459
	Iteration 29Q: 3 clusters Score -2021678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2021684.875000 Penalty: 3206.970459
	Iteration 30Q: 3 clusters Score -2021685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2021681.625000 Penalty: 3206.970459
	Iteration 31Q: 3 clusters Score -2021682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2021684.125000 Penalty: 3206.970459
	Iteration 32Q: 3 clusters Score -2021684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2021687.625000 Penalty: 3206.970459
	Iteration 33Q: 3 clusters Score -2021688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2021685.750000 Penalty: 3206.970459
	Iteration 34Q: 3 clusters Score -2021686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2021686.625000 Penalty: 3206.970459
	Iteration 35Q: 3 clusters Score -2021687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2021686.625000 Penalty: 3206.970459
	Iteration 36Q: 3 clusters Score -2021687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2021684.750000 Penalty: 3206.970459
	Iteration 37Q: 3 clusters Score -2021685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2021685.500000 Penalty: 3206.970459
	Iteration 38Q: 3 clusters Score -2021686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2021684.875000 Penalty: 3206.970459
	Iteration 39Q: 3 clusters Score -2021685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2021684.875000 Penalty: 3206.970459
	Iteration 40F: 3 clusters Score -2021685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2021686.250000 Penalty: 3206.970459
	Iteration 41Q: 3 clusters Score -2021686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2021686.250000 Penalty: 3206.970459
	Iteration 42F: 3 clusters Score -2021686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Entering Unmasked Estep 
Score: -1601993.250000 Penalty: 1569.534424
	Iteration 0F: 2 clusters Score -1601993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1591085.875000 Penalty: 3139.068848
	Iteration 0F: 3 clusters Score -1591086 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1595045.125000 Penalty: 3139.068848
	Iteration 1F: 3 clusters Score -1595045 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1595375.125000 Penalty: 3139.068848
	Iteration 2F: 3 clusters Score -1595375 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1595683.250000 Penalty: 3139.068848
	Iteration 3Q: 3 clusters Score -1595683 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1595982.875000 Penalty: 3139.068848
	Iteration 4Q: 3 clusters Score -1595983 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1596289.875000 Penalty: 3139.068848
	Iteration 5Q: 3 clusters Score -1596290 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1596599.125000 Penalty: 3139.068848
	Iteration 6Q: 3 clusters Score -1596599 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1596898.625000 Penalty: 3139.068848
	Iteration 7Q: 3 clusters Score -1596899 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1597230.750000 Penalty: 3139.068848
	Iteration 8Q: 3 clusters Score -1597231 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1597599.250000 Penalty: 3139.068848
	Iteration 9Q: 3 clusters Score -1597599 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1597985.750000 Penalty: 3139.068848
	Iteration 10Q: 3 clusters Score -1597986 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1598446.375000 Penalty: 3139.068848
	Iteration 11Q: 3 clusters Score -1598446 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1598928.875000 Penalty: 3139.068848
	Iteration 12Q: 3 clusters Score -1598929 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1599449.250000 Penalty: 3139.068848
	Iteration 13Q: 3 clusters Score -1599449 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1599908.750000 Penalty: 3139.068848
	Iteration 14Q: 3 clusters Score -1599909 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1600216.000000 Penalty: 3139.068848
	Iteration 15Q: 3 clusters Score -1600216 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1600433.125000 Penalty: 3139.068848
	Iteration 16Q: 3 clusters Score -1600433 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1600542.125000 Penalty: 3139.068848
	Iteration 17Q: 3 clusters Score -1600542 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1600624.625000 Penalty: 3139.068848
	Iteration 18Q: 3 clusters Score -1600625 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1600702.750000 Penalty: 3139.068848
	Iteration 19Q: 3 clusters Score -1600703 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1600754.000000 Penalty: 3139.068848
	Iteration 20F: 3 clusters Score -1600754 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1600797.125000 Penalty: 3139.068848
	Iteration 21Q: 3 clusters Score -1600797 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1600830.875000 Penalty: 3139.068848
	Iteration 22Q: 3 clusters Score -1600831 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1600859.875000 Penalty: 3139.068848
	Iteration 23Q: 3 clusters Score -1600860 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1600891.500000 Penalty: 3139.068848
	Iteration 24Q: 3 clusters Score -1600892 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1600919.375000 Penalty: 3139.068848
	Iteration 25Q: 3 clusters Score -1600919 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1600942.000000 Penalty: 3139.068848
	Iteration 26Q: 3 clusters Score -1600942 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1600966.500000 Penalty: 3139.068848
	Iteration 27Q: 3 clusters Score -1600966 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1600985.000000 Penalty: 3139.068848
	Iteration 28Q: 3 clusters Score -1600985 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1600998.750000 Penalty: 3139.068848
	Iteration 29Q: 3 clusters Score -1600999 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1601019.250000 Penalty: 3139.068848
	Iteration 30Q: 3 clusters Score -1601019 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1601035.500000 Penalty: 3139.068848
	Iteration 31Q: 3 clusters Score -1601036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1601046.875000 Penalty: 3139.068848
	Iteration 32Q: 3 clusters Score -1601047 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1601064.500000 Penalty: 3139.068848
	Iteration 33Q: 3 clusters Score -1601064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -1601072.875000 Penalty: 3139.068848
	Iteration 34Q: 3 clusters Score -1601073 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1601088.875000 Penalty: 3139.068848
	Iteration 35Q: 3 clusters Score -1601089 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1601101.125000 Penalty: 3139.068848
	Iteration 36Q: 3 clusters Score -1601101 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1601108.750000 Penalty: 3139.068848
	Iteration 37Q: 3 clusters Score -1601109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1601117.125000 Penalty: 3139.068848
	Iteration 38Q: 3 clusters Score -1601117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1601119.000000 Penalty: 3139.068848
	Iteration 39Q: 3 clusters Score -1601119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1601123.625000 Penalty: 3139.068848
	Iteration 40F: 3 clusters Score -1601124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1601119.375000 Penalty: 3139.068848
	Iteration 41Q: 3 clusters Score -1601119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -1601120.125000 Penalty: 3139.068848
	Iteration 42Q: 3 clusters Score -1601120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1601121.000000 Penalty: 3139.068848
	Iteration 43Q: 3 clusters Score -1601121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1601121.750000 Penalty: 3139.068848
	Iteration 44Q: 3 clusters Score -1601122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1601122.750000 Penalty: 3139.068848
	Iteration 45Q: 3 clusters Score -1601123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1601122.375000 Penalty: 3139.068848
	Iteration 46Q: 3 clusters Score -1601122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1601122.125000 Penalty: 3139.068848
	Iteration 47Q: 3 clusters Score -1601122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -1601124.875000 Penalty: 3139.068848
	Iteration 48Q: 3 clusters Score -1601125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1601126.750000 Penalty: 3139.068848
	Iteration 49Q: 3 clusters Score -1601127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1601125.750000 Penalty: 3139.068848
	Iteration 50Q: 3 clusters Score -1601126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1601125.750000 Penalty: 3139.068848
	Iteration 51F: 3 clusters Score -1601126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Entering Unmasked Estep 
Score: -1520730.125000 Penalty: 1554.529419
	Iteration 0F: 2 clusters Score -1520730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1510783.375000 Penalty: 3109.058838
	Iteration 0F: 3 clusters Score -1510783 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1514262.125000 Penalty: 3109.058838
	Iteration 1F: 3 clusters Score -1514262 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1514491.375000 Penalty: 3109.058838
	Iteration 2Q: 3 clusters Score -1514491 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1514692.000000 Penalty: 3109.058838
	Iteration 3Q: 3 clusters Score -1514692 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1514891.625000 Penalty: 3109.058838
	Iteration 4Q: 3 clusters Score -1514892 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1515108.125000 Penalty: 3109.058838
	Iteration 5Q: 3 clusters Score -1515108 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1515341.625000 Penalty: 3109.058838
	Iteration 6Q: 3 clusters Score -1515342 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1515663.250000 Penalty: 3109.058838
	Iteration 7Q: 3 clusters Score -1515663 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1516090.125000 Penalty: 3109.058838
	Iteration 8F: 3 clusters Score -1516090 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1516629.750000 Penalty: 3109.058838
	Iteration 9F: 3 clusters Score -1516630 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1517237.625000 Penalty: 3109.058838
	Iteration 10F: 3 clusters Score -1517238 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1517798.875000 Penalty: 3109.058838
	Iteration 11F: 3 clusters Score -1517799 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1518301.000000 Penalty: 3109.058838
	Iteration 12Q: 3 clusters Score -1518301 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1518690.625000 Penalty: 3109.058838
	Iteration 13Q: 3 clusters Score -1518691 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1518963.750000 Penalty: 3109.058838
	Iteration 14Q: 3 clusters Score -1518964 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1519126.625000 Penalty: 3109.058838
	Iteration 15Q: 3 clusters Score -1519127 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1519249.000000 Penalty: 3109.058838
	Iteration 16Q: 3 clusters Score -1519249 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1519330.875000 Penalty: 3109.058838
	Iteration 17Q: 3 clusters Score -1519331 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1519390.750000 Penalty: 3109.058838
	Iteration 18Q: 3 clusters Score -1519391 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1519422.000000 Penalty: 3109.058838
	Iteration 19Q: 3 clusters Score -1519422 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1519445.250000 Penalty: 3109.058838
	Iteration 20F: 3 clusters Score -1519445 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1519461.875000 Penalty: 3109.058838
	Iteration 21Q: 3 clusters Score -1519462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1519478.875000 Penalty: 3109.058838
	Iteration 22Q: 3 clusters Score -1519479 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1519490.500000 Penalty: 3109.058838
	Iteration 23Q: 3 clusters Score -1519490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1519498.250000 Penalty: 3109.058838
	Iteration 24Q: 3 clusters Score -1519498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1519505.125000 Penalty: 3109.058838
	Iteration 25Q: 3 clusters Score -1519505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1519508.625000 Penalty: 3109.058838
	Iteration 26Q: 3 clusters Score -1519509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1519510.000000 Penalty: 3109.058838
	Iteration 27Q: 3 clusters Score -1519510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1519511.250000 Penalty: 3109.058838
	Iteration 28Q: 3 clusters Score -1519511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1519514.125000 Penalty: 3109.058838
	Iteration 29Q: 3 clusters Score -1519514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1519516.125000 Penalty: 3109.058838
	Iteration 30Q: 3 clusters Score -1519516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1519516.250000 Penalty: 3109.058838
	Iteration 31Q: 3 clusters Score -1519516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1519516.625000 Penalty: 3109.058838
	Iteration 32Q: 3 clusters Score -1519517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1519520.750000 Penalty: 3109.058838
	Iteration 33Q: 3 clusters Score -1519521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1519522.875000 Penalty: 3109.058838
	Iteration 34Q: 3 clusters Score -1519523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1519521.750000 Penalty: 3109.058838
	Iteration 35Q: 3 clusters Score -1519522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1519523.625000 Penalty: 3109.058838
	Iteration 36Q: 3 clusters Score -1519524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1519526.500000 Penalty: 3109.058838
	Iteration 37Q: 3 clusters Score -1519526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1519526.500000 Penalty: 3109.058838
	Iteration 38F: 3 clusters Score -1519526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (132057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132057 members 
Entering Unmasked Estep 
Score: -14157315.000000 Penalty: 1916.035645
	Iteration 0F: 2 clusters Score -1.415732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65865 members 
Mstep: Class 2 contains 66192 members 
Entering Unmasked Estep 
Score: -14069144.000000 Penalty: 3832.071289
	Iteration 0F: 3 clusters Score -1.406914e+07 nChanged 63569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60748 members 
Mstep: Class 2 contains 71309 members 
Entering Unmasked Estep 
Score: -14106333.000000 Penalty: 3832.071289
	Iteration 1F: 3 clusters Score -1.410633e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57169 members 
Mstep: Class 2 contains 74888 members 
Entering Unmasked Estep 
Score: -14108370.000000 Penalty: 3832.071289
	Iteration 2Q: 3 clusters Score -1.410837e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 80387 members 
Entering Unmasked Estep 
Score: -14112057.000000 Penalty: 3832.071289
	Iteration 3F: 3 clusters Score -1.411206e+07 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 87990 members 
Entering Unmasked Estep 
Score: -14118397.000000 Penalty: 3832.071289
	Iteration 4F: 3 clusters Score -1.41184e+07 nChanged 10813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 96953 members 
Entering Unmasked Estep 
Score: -14126557.000000 Penalty: 3832.071289
	Iteration 5F: 3 clusters Score -1.412656e+07 nChanged 10224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 105723 members 
Entering Unmasked Estep 
Score: -14134509.000000 Penalty: 3832.071289
	Iteration 6F: 3 clusters Score -1.413451e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 113203 members 
Entering Unmasked Estep 
Score: -14141042.000000 Penalty: 3832.071289
	Iteration 7F: 3 clusters Score -1.414104e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 119079 members 
Entering Unmasked Estep 
Score: -14145619.000000 Penalty: 3832.071289
	Iteration 8Q: 3 clusters Score -1.414562e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 123601 members 
Entering Unmasked Estep 
Score: -14149081.000000 Penalty: 3832.071289
	Iteration 9Q: 3 clusters Score -1.414908e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 126884 members 
Entering Unmasked Estep 
Score: -14151613.000000 Penalty: 3832.071289
	Iteration 10Q: 3 clusters Score -1.415161e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 129102 members 
Entering Unmasked Estep 
Score: -14153508.000000 Penalty: 3832.071289
	Iteration 11Q: 3 clusters Score -1.415351e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 130414 members 
Entering Unmasked Estep 
Score: -14154507.000000 Penalty: 3832.071289
	Iteration 12Q: 3 clusters Score -1.415451e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 131076 members 
Entering Unmasked Estep 
Score: -14155059.000000 Penalty: 3832.071289
	Iteration 13Q: 3 clusters Score -1.415506e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 131368 members 
Entering Unmasked Estep 
Score: -14155312.000000 Penalty: 3832.071289
	Iteration 14Q: 3 clusters Score -1.415531e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 131504 members 
Entering Unmasked Estep 
Score: -14155425.000000 Penalty: 3832.071289
	Iteration 15Q: 3 clusters Score -1.415542e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 131569 members 
Entering Unmasked Estep 
Score: -14155486.000000 Penalty: 3832.071289
	Iteration 16Q: 3 clusters Score -1.415549e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 131606 members 
Entering Unmasked Estep 
Score: -14155554.000000 Penalty: 3832.071289
	Iteration 17Q: 3 clusters Score -1.415555e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 131619 members 
Entering Unmasked Estep 
Score: -14155586.000000 Penalty: 3832.071289
	Iteration 18Q: 3 clusters Score -1.415559e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 131634 members 
Entering Unmasked Estep 
Score: -14155613.000000 Penalty: 3832.071289
	Iteration 19Q: 3 clusters Score -1.415561e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 131645 members 
Entering Unmasked Estep 
Score: -14155624.000000 Penalty: 3832.071289
	Iteration 20F: 3 clusters Score -1.415562e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 131652 members 
Entering Unmasked Estep 
Score: -14155642.000000 Penalty: 3832.071289
	Iteration 21Q: 3 clusters Score -1.415564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 131662 members 
Entering Unmasked Estep 
Score: -14155646.000000 Penalty: 3832.071289
	Iteration 22Q: 3 clusters Score -1.415565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 131666 members 
Entering Unmasked Estep 
Score: -14155660.000000 Penalty: 3832.071289
	Iteration 23Q: 3 clusters Score -1.415566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 131665 members 
Entering Unmasked Estep 
Score: -14155677.000000 Penalty: 3832.071289
	Iteration 24Q: 3 clusters Score -1.415568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 131670 members 
Entering Unmasked Estep 
Score: -14155691.000000 Penalty: 3832.071289
	Iteration 25Q: 3 clusters Score -1.415569e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 131675 members 
Entering Unmasked Estep 
Score: -14155702.000000 Penalty: 3832.071289
	Iteration 26Q: 3 clusters Score -1.41557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 131678 members 
Entering Unmasked Estep 
Score: -14155701.000000 Penalty: 3832.071289
	Iteration 27Q: 3 clusters Score -1.41557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 131681 members 
Entering Unmasked Estep 
Score: -14155713.000000 Penalty: 3832.071289
	Iteration 28Q: 3 clusters Score -1.415571e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 131686 members 
Entering Unmasked Estep 
Score: -14155715.000000 Penalty: 3832.071289
	Iteration 29Q: 3 clusters Score -1.415572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 131689 members 
Entering Unmasked Estep 
Score: -14155727.000000 Penalty: 3832.071289
	Iteration 30Q: 3 clusters Score -1.415573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 131694 members 
Entering Unmasked Estep 
Score: -14155738.000000 Penalty: 3832.071289
	Iteration 31Q: 3 clusters Score -1.415574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 131696 members 
Entering Unmasked Estep 
Score: -14155746.000000 Penalty: 3832.071289
	Iteration 32Q: 3 clusters Score -1.415575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 131695 members 
Entering Unmasked Estep 
Score: -14155748.000000 Penalty: 3832.071289
	Iteration 33Q: 3 clusters Score -1.415575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 131696 members 
Entering Unmasked Estep 
Score: -14155750.000000 Penalty: 3832.071289
	Iteration 34Q: 3 clusters Score -1.415575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 131696 members 
Entering Unmasked Estep 
Score: -14155740.000000 Penalty: 3832.071289
	Iteration 35Q: 3 clusters Score -1.415574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 131696 members 
Entering Unmasked Estep 
Score: -14155740.000000 Penalty: 3832.071289
	Iteration 36F: 3 clusters Score -1.415574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Entering Unmasked Estep 
Score: -2427928.250000 Penalty: 1641.916138
	Iteration 0F: 2 clusters Score -2427928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2411462.250000 Penalty: 3283.832275
	Iteration 0F: 3 clusters Score -2411462 nChanged 11036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2417902.500000 Penalty: 3283.832275
	Iteration 1F: 3 clusters Score -2417902 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2418836.500000 Penalty: 3283.832275
	Iteration 2F: 3 clusters Score -2418836 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2420000.000000 Penalty: 3283.832275
	Iteration 3F: 3 clusters Score -2420000 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2421146.000000 Penalty: 3283.832275
	Iteration 4F: 3 clusters Score -2421146 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2422282.750000 Penalty: 3283.832275
	Iteration 5F: 3 clusters Score -2422283 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2423337.750000 Penalty: 3283.832275
	Iteration 6F: 3 clusters Score -2423338 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2424243.750000 Penalty: 3283.832275
	Iteration 7Q: 3 clusters Score -2424244 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2424960.250000 Penalty: 3283.832275
	Iteration 8Q: 3 clusters Score -2424960 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2425504.000000 Penalty: 3283.832275
	Iteration 9Q: 3 clusters Score -2425504 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2425856.750000 Penalty: 3283.832275
	Iteration 10Q: 3 clusters Score -2425857 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2426076.250000 Penalty: 3283.832275
	Iteration 11Q: 3 clusters Score -2426076 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2426215.750000 Penalty: 3283.832275
	Iteration 12Q: 3 clusters Score -2426216 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2426335.000000 Penalty: 3283.832275
	Iteration 13Q: 3 clusters Score -2426335 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2426451.000000 Penalty: 3283.832275
	Iteration 14Q: 3 clusters Score -2426451 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2426523.000000 Penalty: 3283.832275
	Iteration 15Q: 3 clusters Score -2426523 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2426564.250000 Penalty: 3283.832275
	Iteration 16Q: 3 clusters Score -2426564 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2426601.250000 Penalty: 3283.832275
	Iteration 17Q: 3 clusters Score -2426601 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2426615.750000 Penalty: 3283.832275
	Iteration 18Q: 3 clusters Score -2426616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2426629.500000 Penalty: 3283.832275
	Iteration 19Q: 3 clusters Score -2426630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2426650.500000 Penalty: 3283.832275
	Iteration 20F: 3 clusters Score -2426650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2426655.250000 Penalty: 3283.832275
	Iteration 21Q: 3 clusters Score -2426655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2426658.750000 Penalty: 3283.832275
	Iteration 22Q: 3 clusters Score -2426659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2426659.750000 Penalty: 3283.832275
	Iteration 23Q: 3 clusters Score -2426660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2426665.750000 Penalty: 3283.832275
	Iteration 24Q: 3 clusters Score -2426666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2426667.250000 Penalty: 3283.832275
	Iteration 25Q: 3 clusters Score -2426667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2426673.750000 Penalty: 3283.832275
	Iteration 26Q: 3 clusters Score -2426674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2426677.000000 Penalty: 3283.832275
	Iteration 27Q: 3 clusters Score -2426677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2426682.750000 Penalty: 3283.832275
	Iteration 28Q: 3 clusters Score -2426683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2426687.750000 Penalty: 3283.832275
	Iteration 29Q: 3 clusters Score -2426688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2426685.750000 Penalty: 3283.832275
	Iteration 30Q: 3 clusters Score -2426686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2426689.000000 Penalty: 3283.832275
	Iteration 31Q: 3 clusters Score -2426689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2426688.250000 Penalty: 3283.832275
	Iteration 32Q: 3 clusters Score -2426688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2426690.750000 Penalty: 3283.832275
	Iteration 33Q: 3 clusters Score -2426691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2426692.250000 Penalty: 3283.832275
	Iteration 34Q: 3 clusters Score -2426692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2426694.750000 Penalty: 3283.832275
	Iteration 35Q: 3 clusters Score -2426695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2426698.500000 Penalty: 3283.832275
	Iteration 36Q: 3 clusters Score -2426698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2426695.750000 Penalty: 3283.832275
	Iteration 37Q: 3 clusters Score -2426696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2426700.000000 Penalty: 3283.832275
	Iteration 38Q: 3 clusters Score -2426700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2426704.750000 Penalty: 3283.832275
	Iteration 39Q: 3 clusters Score -2426705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2426704.750000 Penalty: 3283.832275
	Iteration 40F: 3 clusters Score -2426705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2426704.000000 Penalty: 3283.832275
	Iteration 41Q: 3 clusters Score -2426704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2426708.000000 Penalty: 3283.832275
	Iteration 42Q: 3 clusters Score -2426708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2426708.000000 Penalty: 3283.832275
	Iteration 43F: 3 clusters Score -2426708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Entering Unmasked Estep 
Score: -1192858.375000 Penalty: 1518.015137
	Iteration 0F: 2 clusters Score -1192858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1184906.125000 Penalty: 3036.030273
	Iteration 0F: 3 clusters Score -1184906 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1187548.000000 Penalty: 3036.030273
	Iteration 1F: 3 clusters Score -1187548 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1187891.375000 Penalty: 3036.030273
	Iteration 2F: 3 clusters Score -1187891 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1188238.250000 Penalty: 3036.030273
	Iteration 3F: 3 clusters Score -1188238 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1188583.625000 Penalty: 3036.030273
	Iteration 4F: 3 clusters Score -1188584 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1188970.250000 Penalty: 3036.030273
	Iteration 5F: 3 clusters Score -1188970 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1189355.875000 Penalty: 3036.030273
	Iteration 6F: 3 clusters Score -1189356 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1189637.625000 Penalty: 3036.030273
	Iteration 7Q: 3 clusters Score -1189638 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1189838.125000 Penalty: 3036.030273
	Iteration 8Q: 3 clusters Score -1189838 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1190012.875000 Penalty: 3036.030273
	Iteration 9Q: 3 clusters Score -1190013 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1190133.875000 Penalty: 3036.030273
	Iteration 10Q: 3 clusters Score -1190134 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1190250.000000 Penalty: 3036.030273
	Iteration 11Q: 3 clusters Score -1190250 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1190378.125000 Penalty: 3036.030273
	Iteration 12Q: 3 clusters Score -1190378 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1190520.750000 Penalty: 3036.030273
	Iteration 13Q: 3 clusters Score -1190521 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1190712.875000 Penalty: 3036.030273
	Iteration 14Q: 3 clusters Score -1190713 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1190941.750000 Penalty: 3036.030273
	Iteration 15Q: 3 clusters Score -1190942 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1191138.875000 Penalty: 3036.030273
	Iteration 16Q: 3 clusters Score -1191139 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1191297.625000 Penalty: 3036.030273
	Iteration 17Q: 3 clusters Score -1191298 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1191424.875000 Penalty: 3036.030273
	Iteration 18Q: 3 clusters Score -1191425 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1191511.000000 Penalty: 3036.030273
	Iteration 19Q: 3 clusters Score -1191511 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1191576.000000 Penalty: 3036.030273
	Iteration 20F: 3 clusters Score -1191576 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1191635.625000 Penalty: 3036.030273
	Iteration 21Q: 3 clusters Score -1191636 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1191681.875000 Penalty: 3036.030273
	Iteration 22Q: 3 clusters Score -1191682 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1191718.875000 Penalty: 3036.030273
	Iteration 23Q: 3 clusters Score -1191719 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1191750.500000 Penalty: 3036.030273
	Iteration 24Q: 3 clusters Score -1191750 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1191766.125000 Penalty: 3036.030273
	Iteration 25Q: 3 clusters Score -1191766 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1191784.375000 Penalty: 3036.030273
	Iteration 26Q: 3 clusters Score -1191784 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1191790.625000 Penalty: 3036.030273
	Iteration 27Q: 3 clusters Score -1191791 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1191800.500000 Penalty: 3036.030273
	Iteration 28Q: 3 clusters Score -1191800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1191807.125000 Penalty: 3036.030273
	Iteration 29Q: 3 clusters Score -1191807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1191806.375000 Penalty: 3036.030273
	Iteration 30Q: 3 clusters Score -1191806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1191807.250000 Penalty: 3036.030273
	Iteration 31Q: 3 clusters Score -1191807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1191808.250000 Penalty: 3036.030273
	Iteration 32Q: 3 clusters Score -1191808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1191809.875000 Penalty: 3036.030273
	Iteration 33Q: 3 clusters Score -1191810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1191809.000000 Penalty: 3036.030273
	Iteration 34Q: 3 clusters Score -1191809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1191810.500000 Penalty: 3036.030273
	Iteration 35Q: 3 clusters Score -1191810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1191809.875000 Penalty: 3036.030273
	Iteration 36Q: 3 clusters Score -1191810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1191813.000000 Penalty: 3036.030273
	Iteration 37Q: 3 clusters Score -1191813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1191813.875000 Penalty: 3036.030273
	Iteration 38Q: 3 clusters Score -1191814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1191814.750000 Penalty: 3036.030273
	Iteration 39Q: 3 clusters Score -1191815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1191814.000000 Penalty: 3036.030273
	Iteration 40F: 3 clusters Score -1191814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1191815.000000 Penalty: 3036.030273
	Iteration 41Q: 3 clusters Score -1191815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1191815.000000 Penalty: 3036.030273
	Iteration 42F: 3 clusters Score -1191815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Entering Unmasked Estep 
Score: -2398706.750000 Penalty: 1629.018921
	Iteration 0F: 2 clusters Score -2398707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2383352.500000 Penalty: 3258.037842
	Iteration 0F: 3 clusters Score -2383352 nChanged 10338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2389045.750000 Penalty: 3258.037842
	Iteration 1F: 3 clusters Score -2389046 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2389397.750000 Penalty: 3258.037842
	Iteration 2Q: 3 clusters Score -2389398 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2389741.750000 Penalty: 3258.037842
	Iteration 3Q: 3 clusters Score -2389742 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2390117.750000 Penalty: 3258.037842
	Iteration 4Q: 3 clusters Score -2390118 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2390503.250000 Penalty: 3258.037842
	Iteration 5Q: 3 clusters Score -2390503 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2390878.500000 Penalty: 3258.037842
	Iteration 6Q: 3 clusters Score -2390878 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2391288.500000 Penalty: 3258.037842
	Iteration 7Q: 3 clusters Score -2391288 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2391777.500000 Penalty: 3258.037842
	Iteration 8Q: 3 clusters Score -2391778 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2392338.250000 Penalty: 3258.037842
	Iteration 9Q: 3 clusters Score -2392338 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2392921.750000 Penalty: 3258.037842
	Iteration 10Q: 3 clusters Score -2392922 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2393458.750000 Penalty: 3258.037842
	Iteration 11Q: 3 clusters Score -2393459 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2393917.000000 Penalty: 3258.037842
	Iteration 12Q: 3 clusters Score -2393917 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2394258.250000 Penalty: 3258.037842
	Iteration 13Q: 3 clusters Score -2394258 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2394499.250000 Penalty: 3258.037842
	Iteration 14Q: 3 clusters Score -2394499 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2394669.000000 Penalty: 3258.037842
	Iteration 15Q: 3 clusters Score -2394669 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2394816.000000 Penalty: 3258.037842
	Iteration 16Q: 3 clusters Score -2394816 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2394942.500000 Penalty: 3258.037842
	Iteration 17Q: 3 clusters Score -2394942 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2395056.250000 Penalty: 3258.037842
	Iteration 18Q: 3 clusters Score -2395056 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2395172.500000 Penalty: 3258.037842
	Iteration 19Q: 3 clusters Score -2395172 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2395294.000000 Penalty: 3258.037842
	Iteration 20F: 3 clusters Score -2395294 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2395433.000000 Penalty: 3258.037842
	Iteration 21Q: 3 clusters Score -2395433 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2395583.500000 Penalty: 3258.037842
	Iteration 22Q: 3 clusters Score -2395584 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -2395753.250000 Penalty: 3258.037842
	Iteration 23Q: 3 clusters Score -2395753 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2395953.750000 Penalty: 3258.037842
	Iteration 24Q: 3 clusters Score -2395954 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -2396160.500000 Penalty: 3258.037842
	Iteration 25Q: 3 clusters Score -2396160 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2396344.250000 Penalty: 3258.037842
	Iteration 26Q: 3 clusters Score -2396344 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -2396548.000000 Penalty: 3258.037842
	Iteration 27Q: 3 clusters Score -2396548 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -2396713.750000 Penalty: 3258.037842
	Iteration 28Q: 3 clusters Score -2396714 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -2396839.500000 Penalty: 3258.037842
	Iteration 29Q: 3 clusters Score -2396840 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -2396937.000000 Penalty: 3258.037842
	Iteration 30Q: 3 clusters Score -2396937 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -2397017.500000 Penalty: 3258.037842
	Iteration 31Q: 3 clusters Score -2397018 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2397081.750000 Penalty: 3258.037842
	Iteration 32Q: 3 clusters Score -2397082 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -2397125.500000 Penalty: 3258.037842
	Iteration 33Q: 3 clusters Score -2397126 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -2397167.750000 Penalty: 3258.037842
	Iteration 34Q: 3 clusters Score -2397168 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -2397208.000000 Penalty: 3258.037842
	Iteration 35Q: 3 clusters Score -2397208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2397229.000000 Penalty: 3258.037842
	Iteration 36Q: 3 clusters Score -2397229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -2397253.250000 Penalty: 3258.037842
	Iteration 37Q: 3 clusters Score -2397253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -2397268.500000 Penalty: 3258.037842
	Iteration 38Q: 3 clusters Score -2397268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -2397278.750000 Penalty: 3258.037842
	Iteration 39Q: 3 clusters Score -2397279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -2397288.000000 Penalty: 3258.037842
	Iteration 40F: 3 clusters Score -2397288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -2397290.250000 Penalty: 3258.037842
	Iteration 41Q: 3 clusters Score -2397290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2397300.250000 Penalty: 3258.037842
	Iteration 42Q: 3 clusters Score -2397300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -2397305.000000 Penalty: 3258.037842
	Iteration 43Q: 3 clusters Score -2397305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -2397306.750000 Penalty: 3258.037842
	Iteration 44Q: 3 clusters Score -2397307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -2397306.000000 Penalty: 3258.037842
	Iteration 45Q: 3 clusters Score -2397306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -2397307.500000 Penalty: 3258.037842
	Iteration 46Q: 3 clusters Score -2397308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -2397308.500000 Penalty: 3258.037842
	Iteration 47Q: 3 clusters Score -2397308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -2397309.500000 Penalty: 3258.037842
	Iteration 48Q: 3 clusters Score -2397310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -2397311.250000 Penalty: 3258.037842
	Iteration 49Q: 3 clusters Score -2397311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -2397311.250000 Penalty: 3258.037842
	Iteration 50F: 3 clusters Score -2397311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Entering Unmasked Estep 
Score: -4455599.500000 Penalty: 1732.715942
	Iteration 0F: 2 clusters Score -4455600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -4427247.000000 Penalty: 3465.431885
	Iteration 0F: 3 clusters Score -4427247 nChanged 19773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -4438772.500000 Penalty: 3465.431885
	Iteration 1F: 3 clusters Score -4438772 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -4440055.000000 Penalty: 3465.431885
	Iteration 2F: 3 clusters Score -4440055 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -4441666.000000 Penalty: 3465.431885
	Iteration 3F: 3 clusters Score -4441666 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -4443593.500000 Penalty: 3465.431885
	Iteration 4F: 3 clusters Score -4443594 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -4445339.000000 Penalty: 3465.431885
	Iteration 5F: 3 clusters Score -4445339 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -4446795.000000 Penalty: 3465.431885
	Iteration 6F: 3 clusters Score -4446795 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -4447825.000000 Penalty: 3465.431885
	Iteration 7F: 3 clusters Score -4447825 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -4448654.000000 Penalty: 3465.431885
	Iteration 8Q: 3 clusters Score -4448654 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -4449173.000000 Penalty: 3465.431885
	Iteration 9Q: 3 clusters Score -4449173 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -4449617.000000 Penalty: 3465.431885
	Iteration 10Q: 3 clusters Score -4449617 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -4450009.500000 Penalty: 3465.431885
	Iteration 11Q: 3 clusters Score -4450010 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -4450423.500000 Penalty: 3465.431885
	Iteration 12Q: 3 clusters Score -4450424 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -4450875.500000 Penalty: 3465.431885
	Iteration 13Q: 3 clusters Score -4450876 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -4451357.500000 Penalty: 3465.431885
	Iteration 14Q: 3 clusters Score -4451358 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -4451825.000000 Penalty: 3465.431885
	Iteration 15Q: 3 clusters Score -4451825 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -4452258.000000 Penalty: 3465.431885
	Iteration 16Q: 3 clusters Score -4452258 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -4452731.000000 Penalty: 3465.431885
	Iteration 17Q: 3 clusters Score -4452731 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -4453142.000000 Penalty: 3465.431885
	Iteration 18Q: 3 clusters Score -4453142 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -4453477.500000 Penalty: 3465.431885
	Iteration 19Q: 3 clusters Score -4453478 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -4453794.000000 Penalty: 3465.431885
	Iteration 20F: 3 clusters Score -4453794 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -4454021.500000 Penalty: 3465.431885
	Iteration 21Q: 3 clusters Score -4454022 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -4454210.000000 Penalty: 3465.431885
	Iteration 22Q: 3 clusters Score -4454210 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -4454327.000000 Penalty: 3465.431885
	Iteration 23Q: 3 clusters Score -4454327 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -4454468.000000 Penalty: 3465.431885
	Iteration 24Q: 3 clusters Score -4454468 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -4454567.000000 Penalty: 3465.431885
	Iteration 25Q: 3 clusters Score -4454567 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -4454668.500000 Penalty: 3465.431885
	Iteration 26Q: 3 clusters Score -4454668 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -4454740.000000 Penalty: 3465.431885
	Iteration 27Q: 3 clusters Score -4454740 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -4454784.500000 Penalty: 3465.431885
	Iteration 28Q: 3 clusters Score -4454784 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -4454839.500000 Penalty: 3465.431885
	Iteration 29Q: 3 clusters Score -4454840 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -4454888.500000 Penalty: 3465.431885
	Iteration 30Q: 3 clusters Score -4454888 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -4454931.500000 Penalty: 3465.431885
	Iteration 31Q: 3 clusters Score -4454932 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -4454961.000000 Penalty: 3465.431885
	Iteration 32Q: 3 clusters Score -4454961 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -4454984.500000 Penalty: 3465.431885
	Iteration 33Q: 3 clusters Score -4454984 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -4455010.500000 Penalty: 3465.431885
	Iteration 34Q: 3 clusters Score -4455010 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -4455018.000000 Penalty: 3465.431885
	Iteration 35Q: 3 clusters Score -4455018 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -4455044.000000 Penalty: 3465.431885
	Iteration 36Q: 3 clusters Score -4455044 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -4455071.500000 Penalty: 3465.431885
	Iteration 37Q: 3 clusters Score -4455072 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -4455082.500000 Penalty: 3465.431885
	Iteration 38Q: 3 clusters Score -4455082 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -4455083.000000 Penalty: 3465.431885
	Iteration 39Q: 3 clusters Score -4455083 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -4455086.000000 Penalty: 3465.431885
	Iteration 40F: 3 clusters Score -4455086 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -4455090.000000 Penalty: 3465.431885
	Iteration 41Q: 3 clusters Score -4455090 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -4455092.000000 Penalty: 3465.431885
	Iteration 42Q: 3 clusters Score -4455092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -4455095.000000 Penalty: 3465.431885
	Iteration 43Q: 3 clusters Score -4455095 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -4455119.000000 Penalty: 3465.431885
	Iteration 44Q: 3 clusters Score -4455119 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -4455125.000000 Penalty: 3465.431885
	Iteration 45Q: 3 clusters Score -4455125 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -4455121.000000 Penalty: 3465.431885
	Iteration 46Q: 3 clusters Score -4455121 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -4455118.000000 Penalty: 3465.431885
	Iteration 47Q: 3 clusters Score -4455118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4455114.500000 Penalty: 3465.431885
	Iteration 48Q: 3 clusters Score -4455114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -4455123.500000 Penalty: 3465.431885
	Iteration 49Q: 3 clusters Score -4455124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -4455130.000000 Penalty: 3465.431885
	Iteration 50Q: 3 clusters Score -4455130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -4455130.000000 Penalty: 3465.431885
	Iteration 51Q: 3 clusters Score -4455130 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4455135.000000 Penalty: 3465.431885
	Iteration 52Q: 3 clusters Score -4455135 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -4455144.000000 Penalty: 3465.431885
	Iteration 53Q: 3 clusters Score -4455144 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -4455154.000000 Penalty: 3465.431885
	Iteration 54Q: 3 clusters Score -4455154 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -4455162.500000 Penalty: 3465.431885
	Iteration 55Q: 3 clusters Score -4455162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -4455179.500000 Penalty: 3465.431885
	Iteration 56Q: 3 clusters Score -4455180 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -4455181.500000 Penalty: 3465.431885
	Iteration 57Q: 3 clusters Score -4455182 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4455183.000000 Penalty: 3465.431885
	Iteration 58Q: 3 clusters Score -4455183 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4455192.500000 Penalty: 3465.431885
	Iteration 59Q: 3 clusters Score -4455192 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -4455214.000000 Penalty: 3465.431885
	Iteration 60F: 3 clusters Score -4455214 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4455231.000000 Penalty: 3465.431885
	Iteration 61Q: 3 clusters Score -4455231 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4455257.500000 Penalty: 3465.431885
	Iteration 62Q: 3 clusters Score -4455258 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4455292.500000 Penalty: 3465.431885
	Iteration 63Q: 3 clusters Score -4455292 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -4455329.500000 Penalty: 3465.431885
	Iteration 64Q: 3 clusters Score -4455330 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4455368.500000 Penalty: 3465.431885
	Iteration 65Q: 3 clusters Score -4455368 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4455397.500000 Penalty: 3465.431885
	Iteration 66Q: 3 clusters Score -4455398 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -4455461.000000 Penalty: 3465.431885
	Iteration 67Q: 3 clusters Score -4455461 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4455486.500000 Penalty: 3465.431885
	Iteration 68Q: 3 clusters Score -4455486 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4455508.000000 Penalty: 3465.431885
	Iteration 69Q: 3 clusters Score -4455508 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4455528.000000 Penalty: 3465.431885
	Iteration 70Q: 3 clusters Score -4455528 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4455570.000000 Penalty: 3465.431885
	Iteration 71Q: 3 clusters Score -4455570 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4455593.500000 Penalty: 3465.431885
	Iteration 72Q: 3 clusters Score -4455594 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4455604.500000 Penalty: 3465.431885
	Iteration 73Q: 3 clusters Score -4455604 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4455624.000000 Penalty: 3465.431885
	Iteration 74Q: 3 clusters Score -4455624 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4455654.000000 Penalty: 3465.431885
	Iteration 75Q: 3 clusters Score -4455654 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4455669.000000 Penalty: 3465.431885
	Iteration 76Q: 3 clusters Score -4455669 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4455686.500000 Penalty: 3465.431885
	Iteration 77Q: 3 clusters Score -4455686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4455695.000000 Penalty: 3465.431885
	Iteration 78Q: 3 clusters Score -4455695 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4455713.000000 Penalty: 3465.431885
	Iteration 79Q: 3 clusters Score -4455713 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4455729.500000 Penalty: 3465.431885
	Iteration 80F: 3 clusters Score -4455730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4455731.000000 Penalty: 3465.431885
	Iteration 81Q: 3 clusters Score -4455731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4455732.000000 Penalty: 3465.431885
	Iteration 82Q: 3 clusters Score -4455732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4455731.000000 Penalty: 3465.431885
	Iteration 83Q: 3 clusters Score -4455731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4455737.500000 Penalty: 3465.431885
	Iteration 84Q: 3 clusters Score -4455738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4455738.000000 Penalty: 3465.431885
	Iteration 85Q: 3 clusters Score -4455738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4455737.000000 Penalty: 3465.431885
	Iteration 86Q: 3 clusters Score -4455737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4455735.500000 Penalty: 3465.431885
	Iteration 87Q: 3 clusters Score -4455736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4455738.500000 Penalty: 3465.431885
	Iteration 88Q: 3 clusters Score -4455738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4455737.000000 Penalty: 3465.431885
	Iteration 89Q: 3 clusters Score -4455737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4455736.500000 Penalty: 3465.431885
	Iteration 90Q: 3 clusters Score -4455736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4455733.000000 Penalty: 3465.431885
	Iteration 91Q: 3 clusters Score -4455733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4455733.500000 Penalty: 3465.431885
	Iteration 92Q: 3 clusters Score -4455734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4455733.000000 Penalty: 3465.431885
	Iteration 93Q: 3 clusters Score -4455733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4455733.000000 Penalty: 3465.431885
	Iteration 94Q: 3 clusters Score -4455733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4455729.500000 Penalty: 3465.431885
	Iteration 95Q: 3 clusters Score -4455730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4455731.000000 Penalty: 3465.431885
	Iteration 96Q: 3 clusters Score -4455731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4455733.000000 Penalty: 3465.431885
	Iteration 97Q: 3 clusters Score -4455733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4455734.500000 Penalty: 3465.431885
	Iteration 98Q: 3 clusters Score -4455734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4455734.500000 Penalty: 3465.431885
	Iteration 99Q: 3 clusters Score -4455734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4455734.000000 Penalty: 3465.431885
	Iteration 100F: 3 clusters Score -4455734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4455735.500000 Penalty: 3465.431885
	Iteration 101Q: 3 clusters Score -4455736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4455735.500000 Penalty: 3465.431885
	Iteration 102Q: 3 clusters Score -4455736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4455738.000000 Penalty: 3465.431885
	Iteration 103Q: 3 clusters Score -4455738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4455735.000000 Penalty: 3465.431885
	Iteration 104Q: 3 clusters Score -4455735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4455737.000000 Penalty: 3465.431885
	Iteration 105Q: 3 clusters Score -4455737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4455737.500000 Penalty: 3465.431885
	Iteration 106Q: 3 clusters Score -4455738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4455736.500000 Penalty: 3465.431885
	Iteration 107Q: 3 clusters Score -4455736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4455736.500000 Penalty: 3465.431885
	Iteration 108Q: 3 clusters Score -4455736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4455738.500000 Penalty: 3465.431885
	Iteration 109Q: 3 clusters Score -4455738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4455738.500000 Penalty: 3465.431885
	Iteration 110Q: 3 clusters Score -4455738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4455736.000000 Penalty: 3465.431885
	Iteration 111Q: 3 clusters Score -4455736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4455737.500000 Penalty: 3465.431885
	Iteration 112Q: 3 clusters Score -4455738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4455739.500000 Penalty: 3465.431885
	Iteration 113Q: 3 clusters Score -4455740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4455737.000000 Penalty: 3465.431885
	Iteration 114Q: 3 clusters Score -4455737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4455741.000000 Penalty: 3465.431885
	Iteration 115Q: 3 clusters Score -4455741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4455737.500000 Penalty: 3465.431885
	Iteration 116Q: 3 clusters Score -4455738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4455732.500000 Penalty: 3465.431885
	Iteration 117Q: 3 clusters Score -4455732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4455733.500000 Penalty: 3465.431885
	Iteration 118Q: 3 clusters Score -4455734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4455734.500000 Penalty: 3465.431885
	Iteration 119Q: 3 clusters Score -4455734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4455737.500000 Penalty: 3465.431885
	Iteration 120F: 3 clusters Score -4455738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 15562 members 
Mstep: Class 3 contains 4730 members 
Mstep: Class 4 contains 38697 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 2162 members 
Mstep: Class 7 contains 10191 members 
Mstep: Class 8 contains 12428 members 
Mstep: Class 9 contains 1457 members 
Mstep: Class 10 contains 19295 members 
Mstep: Class 11 contains 15657 members 
Mstep: Class 12 contains 14276 members 
Mstep: Class 13 contains 132057 members 
Mstep: Class 14 contains 24443 members 
Mstep: Class 15 contains 11403 members 
Mstep: Class 16 contains 22578 members 
Mstep: Class 17 contains 41144 members 
Mstep: Class 18 contains 177051 members 
Mstep: Class 19 contains 10923 members 
Mstep: Class 20 contains 4301 members 
Mstep: Class 21 contains 39507 members 
Mstep: Class 22 contains 12030 members 
Mstep: Class 23 contains 1403 members 
Mstep: Class 24 contains 19819 members 
Mstep: Class 25 contains 4859 members 
Mstep: Class 26 contains 1595 members 
Entering Unmasked Estep 
Score: -65893632.000000 Penalty: 56493.972656
Splitting cluster 17 changes total score from -65881748.000000 to -65893632.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (177051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177051 members 
Entering Unmasked Estep 
Score: -19006414.000000 Penalty: 1963.681396
	Iteration 0F: 2 clusters Score -1.900641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88534 members 
Mstep: Class 2 contains 88517 members 
Entering Unmasked Estep 
Score: -18895694.000000 Penalty: 3927.362793
	Iteration 0F: 3 clusters Score -1.889569e+07 nChanged 85875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88185 members 
Mstep: Class 2 contains 88866 members 
Entering Unmasked Estep 
Score: -18946170.000000 Penalty: 3927.362793
	Iteration 1F: 3 clusters Score -1.894617e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88246 members 
Mstep: Class 2 contains 88805 members 
Entering Unmasked Estep 
Score: -18947256.000000 Penalty: 3927.362793
	Iteration 2Q: 3 clusters Score -1.894726e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88368 members 
Mstep: Class 2 contains 88683 members 
Entering Unmasked Estep 
Score: -18949276.000000 Penalty: 3927.362793
	Iteration 3Q: 3 clusters Score -1.894928e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88802 members 
Mstep: Class 2 contains 88249 members 
Entering Unmasked Estep 
Score: -18952694.000000 Penalty: 3927.362793
	Iteration 4Q: 3 clusters Score -1.895269e+07 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89736 members 
Mstep: Class 2 contains 87315 members 
Entering Unmasked Estep 
Score: -18957522.000000 Penalty: 3927.362793
	Iteration 5F: 3 clusters Score -1.895752e+07 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91378 members 
Mstep: Class 2 contains 85673 members 
Entering Unmasked Estep 
Score: -18964390.000000 Penalty: 3927.362793
	Iteration 6F: 3 clusters Score -1.896439e+07 nChanged 11993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93707 members 
Mstep: Class 2 contains 83344 members 
Entering Unmasked Estep 
Score: -18972550.000000 Penalty: 3927.362793
	Iteration 7F: 3 clusters Score -1.897255e+07 nChanged 12015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96466 members 
Mstep: Class 2 contains 80585 members 
Entering Unmasked Estep 
Score: -18980990.000000 Penalty: 3927.362793
	Iteration 8F: 3 clusters Score -1.898099e+07 nChanged 10139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99363 members 
Mstep: Class 2 contains 77688 members 
Entering Unmasked Estep 
Score: -18986738.000000 Penalty: 3927.362793
	Iteration 9F: 3 clusters Score -1.898674e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102140 members 
Mstep: Class 2 contains 74911 members 
Entering Unmasked Estep 
Score: -18989820.000000 Penalty: 3927.362793
	Iteration 10Q: 3 clusters Score -1.898982e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104846 members 
Mstep: Class 2 contains 72205 members 
Entering Unmasked Estep 
Score: -18991044.000000 Penalty: 3927.362793
	Iteration 11Q: 3 clusters Score -1.899104e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107586 members 
Mstep: Class 2 contains 69465 members 
Entering Unmasked Estep 
Score: -18991876.000000 Penalty: 3927.362793
	Iteration 12Q: 3 clusters Score -1.899188e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110295 members 
Mstep: Class 2 contains 66756 members 
Entering Unmasked Estep 
Score: -18992662.000000 Penalty: 3927.362793
	Iteration 13Q: 3 clusters Score -1.899266e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113128 members 
Mstep: Class 2 contains 63923 members 
Entering Unmasked Estep 
Score: -18993382.000000 Penalty: 3927.362793
	Iteration 14Q: 3 clusters Score -1.899338e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116071 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -18994242.000000 Penalty: 3927.362793
	Iteration 15Q: 3 clusters Score -1.899424e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119139 members 
Mstep: Class 2 contains 57912 members 
Entering Unmasked Estep 
Score: -18995250.000000 Penalty: 3927.362793
	Iteration 16Q: 3 clusters Score -1.899525e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122383 members 
Mstep: Class 2 contains 54668 members 
Entering Unmasked Estep 
Score: -18996264.000000 Penalty: 3927.362793
	Iteration 17Q: 3 clusters Score -1.899626e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125660 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -18997288.000000 Penalty: 3927.362793
	Iteration 18Q: 3 clusters Score -1.899729e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129001 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -18998454.000000 Penalty: 3927.362793
	Iteration 19Q: 3 clusters Score -1.899845e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132454 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -18999742.000000 Penalty: 3927.362793
	Iteration 20F: 3 clusters Score -1.899974e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135908 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -19001008.000000 Penalty: 3927.362793
	Iteration 21Q: 3 clusters Score -1.900101e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139266 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -19002222.000000 Penalty: 3927.362793
	Iteration 22Q: 3 clusters Score -1.900222e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142426 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -19003386.000000 Penalty: 3927.362793
	Iteration 23Q: 3 clusters Score -1.900339e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145328 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -19004386.000000 Penalty: 3927.362793
	Iteration 24Q: 3 clusters Score -1.900439e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148002 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -19005430.000000 Penalty: 3927.362793
	Iteration 25Q: 3 clusters Score -1.900543e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150501 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -19006248.000000 Penalty: 3927.362793
	Iteration 26Q: 3 clusters Score -1.900625e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152935 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -19007226.000000 Penalty: 3927.362793
	Iteration 27Q: 3 clusters Score -1.900723e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155256 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -19007902.000000 Penalty: 3927.362793
	Iteration 28Q: 3 clusters Score -1.90079e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157356 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -19008412.000000 Penalty: 3927.362793
	Iteration 29Q: 3 clusters Score -1.900841e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159206 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -19008646.000000 Penalty: 3927.362793
	Iteration 30Q: 3 clusters Score -1.900865e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160887 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -19008728.000000 Penalty: 3927.362793
	Iteration 31Q: 3 clusters Score -1.900873e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162342 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -19008750.000000 Penalty: 3927.362793
	Iteration 32Q: 3 clusters Score -1.900875e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163638 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -19008694.000000 Penalty: 3927.362793
	Iteration 33Q: 3 clusters Score -1.900869e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164807 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -19008700.000000 Penalty: 3927.362793
	Iteration 34Q: 3 clusters Score -1.90087e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165796 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -19008566.000000 Penalty: 3927.362793
	Iteration 35Q: 3 clusters Score -1.900857e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166610 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -19008470.000000 Penalty: 3927.362793
	Iteration 36Q: 3 clusters Score -1.900847e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167322 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -19008404.000000 Penalty: 3927.362793
	Iteration 37Q: 3 clusters Score -1.90084e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167932 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -19008316.000000 Penalty: 3927.362793
	Iteration 38Q: 3 clusters Score -1.900832e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168480 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -19008214.000000 Penalty: 3927.362793
	Iteration 39Q: 3 clusters Score -1.900821e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168959 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -19008020.000000 Penalty: 3927.362793
	Iteration 40F: 3 clusters Score -1.900802e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169364 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -19007918.000000 Penalty: 3927.362793
	Iteration 41Q: 3 clusters Score -1.900792e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169724 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -19007826.000000 Penalty: 3927.362793
	Iteration 42Q: 3 clusters Score -1.900783e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170024 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -19007756.000000 Penalty: 3927.362793
	Iteration 43Q: 3 clusters Score -1.900776e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170319 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -19007644.000000 Penalty: 3927.362793
	Iteration 44Q: 3 clusters Score -1.900764e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170571 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -19007580.000000 Penalty: 3927.362793
	Iteration 45Q: 3 clusters Score -1.900758e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170796 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -19007500.000000 Penalty: 3927.362793
	Iteration 46Q: 3 clusters Score -1.90075e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170961 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -19007400.000000 Penalty: 3927.362793
	Iteration 47Q: 3 clusters Score -1.90074e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171120 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -19007354.000000 Penalty: 3927.362793
	Iteration 48Q: 3 clusters Score -1.900735e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171250 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -19007332.000000 Penalty: 3927.362793
	Iteration 49Q: 3 clusters Score -1.900733e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171371 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -19007302.000000 Penalty: 3927.362793
	Iteration 50Q: 3 clusters Score -1.90073e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171488 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -19007286.000000 Penalty: 3927.362793
	Iteration 51Q: 3 clusters Score -1.900729e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171586 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -19007222.000000 Penalty: 3927.362793
	Iteration 52Q: 3 clusters Score -1.900722e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171687 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -19007190.000000 Penalty: 3927.362793
	Iteration 53Q: 3 clusters Score -1.900719e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171797 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -19007164.000000 Penalty: 3927.362793
	Iteration 54Q: 3 clusters Score -1.900716e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171884 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -19007150.000000 Penalty: 3927.362793
	Iteration 55Q: 3 clusters Score -1.900715e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171944 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -19007114.000000 Penalty: 3927.362793
	Iteration 56Q: 3 clusters Score -1.900711e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172012 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -19007106.000000 Penalty: 3927.362793
	Iteration 57Q: 3 clusters Score -1.900711e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172081 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -19007058.000000 Penalty: 3927.362793
	Iteration 58Q: 3 clusters Score -1.900706e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172147 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -19007020.000000 Penalty: 3927.362793
	Iteration 59Q: 3 clusters Score -1.900702e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172199 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -19007024.000000 Penalty: 3927.362793
	Iteration 60F: 3 clusters Score -1.900702e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172238 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -19007010.000000 Penalty: 3927.362793
	Iteration 61Q: 3 clusters Score -1.900701e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172275 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -19006996.000000 Penalty: 3927.362793
	Iteration 62Q: 3 clusters Score -1.9007e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172313 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -19006968.000000 Penalty: 3927.362793
	Iteration 63Q: 3 clusters Score -1.900697e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172344 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -19006972.000000 Penalty: 3927.362793
	Iteration 64Q: 3 clusters Score -1.900697e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172383 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -19006968.000000 Penalty: 3927.362793
	Iteration 65Q: 3 clusters Score -1.900697e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172419 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -19006952.000000 Penalty: 3927.362793
	Iteration 66Q: 3 clusters Score -1.900695e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172451 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -19006926.000000 Penalty: 3927.362793
	Iteration 67Q: 3 clusters Score -1.900693e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172475 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -19006926.000000 Penalty: 3927.362793
	Iteration 68Q: 3 clusters Score -1.900693e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172495 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -19006912.000000 Penalty: 3927.362793
	Iteration 69Q: 3 clusters Score -1.900691e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172520 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -19006916.000000 Penalty: 3927.362793
	Iteration 70Q: 3 clusters Score -1.900692e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172540 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -19006906.000000 Penalty: 3927.362793
	Iteration 71Q: 3 clusters Score -1.900691e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172559 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -19006892.000000 Penalty: 3927.362793
	Iteration 72Q: 3 clusters Score -1.900689e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172575 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -19006890.000000 Penalty: 3927.362793
	Iteration 73Q: 3 clusters Score -1.900689e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172592 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -19006904.000000 Penalty: 3927.362793
	Iteration 74Q: 3 clusters Score -1.90069e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172608 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -19006908.000000 Penalty: 3927.362793
	Iteration 75Q: 3 clusters Score -1.900691e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172618 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -19006902.000000 Penalty: 3927.362793
	Iteration 76Q: 3 clusters Score -1.90069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172631 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -19006892.000000 Penalty: 3927.362793
	Iteration 77Q: 3 clusters Score -1.900689e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172647 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -19006896.000000 Penalty: 3927.362793
	Iteration 78Q: 3 clusters Score -1.90069e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172661 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -19006884.000000 Penalty: 3927.362793
	Iteration 79Q: 3 clusters Score -1.900688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172667 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -19006890.000000 Penalty: 3927.362793
	Iteration 80F: 3 clusters Score -1.900689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172676 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -19006886.000000 Penalty: 3927.362793
	Iteration 81Q: 3 clusters Score -1.900689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172682 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -19006882.000000 Penalty: 3927.362793
	Iteration 82Q: 3 clusters Score -1.900688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172686 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -19006884.000000 Penalty: 3927.362793
	Iteration 83Q: 3 clusters Score -1.900688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172692 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -19006884.000000 Penalty: 3927.362793
	Iteration 84Q: 3 clusters Score -1.900688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172700 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -19006884.000000 Penalty: 3927.362793
	Iteration 85Q: 3 clusters Score -1.900688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172707 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -19006874.000000 Penalty: 3927.362793
	Iteration 86Q: 3 clusters Score -1.900687e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172721 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -19006870.000000 Penalty: 3927.362793
	Iteration 87Q: 3 clusters Score -1.900687e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172736 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -19006860.000000 Penalty: 3927.362793
	Iteration 88Q: 3 clusters Score -1.900686e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172745 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -19006864.000000 Penalty: 3927.362793
	Iteration 89Q: 3 clusters Score -1.900686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172753 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -19006852.000000 Penalty: 3927.362793
	Iteration 90Q: 3 clusters Score -1.900685e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172766 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -19006838.000000 Penalty: 3927.362793
	Iteration 91Q: 3 clusters Score -1.900684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172778 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -19006828.000000 Penalty: 3927.362793
	Iteration 92Q: 3 clusters Score -1.900683e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172791 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -19006816.000000 Penalty: 3927.362793
	Iteration 93Q: 3 clusters Score -1.900682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172802 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -19006822.000000 Penalty: 3927.362793
	Iteration 94Q: 3 clusters Score -1.900682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172806 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -19006832.000000 Penalty: 3927.362793
	Iteration 95Q: 3 clusters Score -1.900683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172813 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -19006832.000000 Penalty: 3927.362793
	Iteration 96Q: 3 clusters Score -1.900683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172817 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -19006826.000000 Penalty: 3927.362793
	Iteration 97Q: 3 clusters Score -1.900683e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172827 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -19006832.000000 Penalty: 3927.362793
	Iteration 98Q: 3 clusters Score -1.900683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172834 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -19006832.000000 Penalty: 3927.362793
	Iteration 99Q: 3 clusters Score -1.900683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172837 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -19006834.000000 Penalty: 3927.362793
	Iteration 100F: 3 clusters Score -1.900683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 15562 members 
Mstep: Class 3 contains 4730 members 
Mstep: Class 4 contains 38697 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 2162 members 
Mstep: Class 7 contains 10191 members 
Mstep: Class 8 contains 12428 members 
Mstep: Class 9 contains 1457 members 
Mstep: Class 10 contains 19295 members 
Mstep: Class 11 contains 15657 members 
Mstep: Class 12 contains 14276 members 
Mstep: Class 13 contains 132057 members 
Mstep: Class 14 contains 24443 members 
Mstep: Class 15 contains 11403 members 
Mstep: Class 16 contains 22578 members 
Mstep: Class 17 contains 41144 members 
Mstep: Class 18 contains 172837 members 
Mstep: Class 19 contains 10923 members 
Mstep: Class 20 contains 4301 members 
Mstep: Class 21 contains 39507 members 
Mstep: Class 22 contains 12030 members 
Mstep: Class 23 contains 1403 members 
Mstep: Class 24 contains 19819 members 
Mstep: Class 25 contains 4859 members 
Mstep: Class 26 contains 1595 members 
Mstep: Class 27 contains 4214 members 
Entering Unmasked Estep 
Score: -65893968.000000 Penalty: 58666.816406
Splitting cluster 18 changes total score from -65881748.000000 to -65893968.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (10923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Entering Unmasked Estep 
Score: -1088904.125000 Penalty: 1511.026733
	Iteration 0F: 2 clusters Score -1088904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1081239.500000 Penalty: 3022.053467
	Iteration 0F: 3 clusters Score -1081240 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1084443.375000 Penalty: 3022.053467
	Iteration 1F: 3 clusters Score -1084443 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1085836.375000 Penalty: 3022.053467
	Iteration 2F: 3 clusters Score -1085836 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1087643.375000 Penalty: 3022.053467
	Iteration 3F: 3 clusters Score -1087643 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1089094.875000 Penalty: 3022.053467
	Iteration 4F: 3 clusters Score -1089095 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1089915.250000 Penalty: 3022.053467
	Iteration 5F: 3 clusters Score -1089915 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1090585.625000 Penalty: 3022.053467
	Iteration 6Q: 3 clusters Score -1090586 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1091274.750000 Penalty: 3022.053467
	Iteration 7Q: 3 clusters Score -1091275 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1092165.125000 Penalty: 3022.053467
	Iteration 8Q: 3 clusters Score -1092165 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1092456.000000 Penalty: 3022.053467
	Iteration 9Q: 3 clusters Score -1092456 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1092507.000000 Penalty: 3022.053467
	Iteration 10Q: 3 clusters Score -1092507 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1092524.125000 Penalty: 3022.053467
	Iteration 11Q: 3 clusters Score -1092524 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1092536.500000 Penalty: 3022.053467
	Iteration 12Q: 3 clusters Score -1092536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1092548.000000 Penalty: 3022.053467
	Iteration 13Q: 3 clusters Score -1092548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1092555.375000 Penalty: 3022.053467
	Iteration 14Q: 3 clusters Score -1092555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1092558.375000 Penalty: 3022.053467
	Iteration 15Q: 3 clusters Score -1092558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1092565.125000 Penalty: 3022.053467
	Iteration 16Q: 3 clusters Score -1092565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1092568.000000 Penalty: 3022.053467
	Iteration 17Q: 3 clusters Score -1092568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1092571.875000 Penalty: 3022.053467
	Iteration 18Q: 3 clusters Score -1092572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1092575.000000 Penalty: 3022.053467
	Iteration 19Q: 3 clusters Score -1092575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1092574.000000 Penalty: 3022.053467
	Iteration 20F: 3 clusters Score -1092574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1092580.625000 Penalty: 3022.053467
	Iteration 21Q: 3 clusters Score -1092581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1092582.750000 Penalty: 3022.053467
	Iteration 22Q: 3 clusters Score -1092583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1092587.000000 Penalty: 3022.053467
	Iteration 23Q: 3 clusters Score -1092587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1092591.750000 Penalty: 3022.053467
	Iteration 24Q: 3 clusters Score -1092592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1092598.250000 Penalty: 3022.053467
	Iteration 25Q: 3 clusters Score -1092598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1092604.875000 Penalty: 3022.053467
	Iteration 26Q: 3 clusters Score -1092605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1092612.125000 Penalty: 3022.053467
	Iteration 27Q: 3 clusters Score -1092612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1092617.375000 Penalty: 3022.053467
	Iteration 28Q: 3 clusters Score -1092617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1092623.000000 Penalty: 3022.053467
	Iteration 29Q: 3 clusters Score -1092623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1092628.625000 Penalty: 3022.053467
	Iteration 30Q: 3 clusters Score -1092629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1092631.000000 Penalty: 3022.053467
	Iteration 31Q: 3 clusters Score -1092631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1092632.500000 Penalty: 3022.053467
	Iteration 32Q: 3 clusters Score -1092632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1092634.250000 Penalty: 3022.053467
	Iteration 33Q: 3 clusters Score -1092634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1092637.375000 Penalty: 3022.053467
	Iteration 34Q: 3 clusters Score -1092637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1092640.375000 Penalty: 3022.053467
	Iteration 35Q: 3 clusters Score -1092640 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1092648.000000 Penalty: 3022.053467
	Iteration 36Q: 3 clusters Score -1092648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1092650.250000 Penalty: 3022.053467
	Iteration 37Q: 3 clusters Score -1092650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1092655.250000 Penalty: 3022.053467
	Iteration 38Q: 3 clusters Score -1092655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1092659.625000 Penalty: 3022.053467
	Iteration 39Q: 3 clusters Score -1092660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1092660.375000 Penalty: 3022.053467
	Iteration 40F: 3 clusters Score -1092660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1092665.000000 Penalty: 3022.053467
	Iteration 41Q: 3 clusters Score -1092665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1092669.125000 Penalty: 3022.053467
	Iteration 42Q: 3 clusters Score -1092669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1092667.375000 Penalty: 3022.053467
	Iteration 43Q: 3 clusters Score -1092667 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1092676.875000 Penalty: 3022.053467
	Iteration 44Q: 3 clusters Score -1092677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1092682.125000 Penalty: 3022.053467
	Iteration 45Q: 3 clusters Score -1092682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1092688.500000 Penalty: 3022.053467
	Iteration 46Q: 3 clusters Score -1092688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1092700.125000 Penalty: 3022.053467
	Iteration 47Q: 3 clusters Score -1092700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1092715.750000 Penalty: 3022.053467
	Iteration 48Q: 3 clusters Score -1092716 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1092735.250000 Penalty: 3022.053467
	Iteration 49Q: 3 clusters Score -1092735 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1092761.750000 Penalty: 3022.053467
	Iteration 50Q: 3 clusters Score -1092762 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1092821.750000 Penalty: 3022.053467
	Iteration 51Q: 3 clusters Score -1092822 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1092911.875000 Penalty: 3022.053467
	Iteration 52Q: 3 clusters Score -1092912 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1093012.250000 Penalty: 3022.053467
	Iteration 53Q: 3 clusters Score -1093012 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1093123.125000 Penalty: 3022.053467
	Iteration 54Q: 3 clusters Score -1093123 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1093239.000000 Penalty: 3022.053467
	Iteration 55Q: 3 clusters Score -1093239 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1093401.000000 Penalty: 3022.053467
	Iteration 56Q: 3 clusters Score -1093401 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1093583.375000 Penalty: 3022.053467
	Iteration 57Q: 3 clusters Score -1093583 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1093793.750000 Penalty: 3022.053467
	Iteration 58Q: 3 clusters Score -1093794 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1093999.875000 Penalty: 3022.053467
	Iteration 59Q: 3 clusters Score -1094000 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1094241.875000 Penalty: 3022.053467
	Iteration 60F: 3 clusters Score -1094242 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1094429.875000 Penalty: 3022.053467
	Iteration 61Q: 3 clusters Score -1094430 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1094528.500000 Penalty: 3022.053467
	Iteration 62Q: 3 clusters Score -1094528 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1094573.625000 Penalty: 3022.053467
	Iteration 63Q: 3 clusters Score -1094574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1094583.500000 Penalty: 3022.053467
	Iteration 64Q: 3 clusters Score -1094584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1094585.875000 Penalty: 3022.053467
	Iteration 65Q: 3 clusters Score -1094586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1094585.875000 Penalty: 3022.053467
	Iteration 66Q: 3 clusters Score -1094586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1094585.875000 Penalty: 3022.053467
	Iteration 67F: 3 clusters Score -1094586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 15562 members 
Mstep: Class 3 contains 4730 members 
Mstep: Class 4 contains 38697 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 2162 members 
Mstep: Class 7 contains 10191 members 
Mstep: Class 8 contains 12428 members 
Mstep: Class 9 contains 1457 members 
Mstep: Class 10 contains 19295 members 
Mstep: Class 11 contains 15657 members 
Mstep: Class 12 contains 14276 members 
Mstep: Class 13 contains 132057 members 
Mstep: Class 14 contains 24443 members 
Mstep: Class 15 contains 11403 members 
Mstep: Class 16 contains 22578 members 
Mstep: Class 17 contains 41144 members 
Mstep: Class 18 contains 172837 members 
Mstep: Class 19 contains 3785 members 
Mstep: Class 20 contains 4301 members 
Mstep: Class 21 contains 39507 members 
Mstep: Class 22 contains 12030 members 
Mstep: Class 23 contains 1403 members 
Mstep: Class 24 contains 19819 members 
Mstep: Class 25 contains 4859 members 
Mstep: Class 26 contains 1595 members 
Mstep: Class 27 contains 4214 members 
Mstep: Class 28 contains 7138 members 
Entering Unmasked Estep 
Score: -65899048.000000 Penalty: 60839.660156
Splitting cluster 19 changes total score from -65881748.000000 to -65899048.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 21 (39507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Entering Unmasked Estep 
Score: -4158366.500000 Penalty: 1719.937866
	Iteration 0F: 2 clusters Score -4158366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -4132091.500000 Penalty: 3439.875732
	Iteration 0F: 3 clusters Score -4132092 nChanged 18179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -4142853.500000 Penalty: 3439.875732
	Iteration 1F: 3 clusters Score -4142854 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -4144819.250000 Penalty: 3439.875732
	Iteration 2F: 3 clusters Score -4144819 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -4147361.250000 Penalty: 3439.875732
	Iteration 3F: 3 clusters Score -4147361 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -4149639.250000 Penalty: 3439.875732
	Iteration 4F: 3 clusters Score -4149639 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -4151929.000000 Penalty: 3439.875732
	Iteration 5F: 3 clusters Score -4151929 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -4154145.750000 Penalty: 3439.875732
	Iteration 6F: 3 clusters Score -4154146 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -4155687.500000 Penalty: 3439.875732
	Iteration 7F: 3 clusters Score -4155688 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -4156567.500000 Penalty: 3439.875732
	Iteration 8Q: 3 clusters Score -4156568 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -4157082.750000 Penalty: 3439.875732
	Iteration 9Q: 3 clusters Score -4157083 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -4157465.000000 Penalty: 3439.875732
	Iteration 10Q: 3 clusters Score -4157465 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -4157828.000000 Penalty: 3439.875732
	Iteration 11Q: 3 clusters Score -4157828 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -4158190.500000 Penalty: 3439.875732
	Iteration 12Q: 3 clusters Score -4158190 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -4158477.250000 Penalty: 3439.875732
	Iteration 13Q: 3 clusters Score -4158477 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -4158733.500000 Penalty: 3439.875732
	Iteration 14Q: 3 clusters Score -4158734 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -4158934.000000 Penalty: 3439.875732
	Iteration 15Q: 3 clusters Score -4158934 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -4159062.250000 Penalty: 3439.875732
	Iteration 16Q: 3 clusters Score -4159062 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -4159167.000000 Penalty: 3439.875732
	Iteration 17Q: 3 clusters Score -4159167 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -4159231.250000 Penalty: 3439.875732
	Iteration 18Q: 3 clusters Score -4159231 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -4159300.500000 Penalty: 3439.875732
	Iteration 19Q: 3 clusters Score -4159300 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -4159379.000000 Penalty: 3439.875732
	Iteration 20F: 3 clusters Score -4159379 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -4159406.250000 Penalty: 3439.875732
	Iteration 21Q: 3 clusters Score -4159406 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -4159476.000000 Penalty: 3439.875732
	Iteration 22Q: 3 clusters Score -4159476 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -4159527.500000 Penalty: 3439.875732
	Iteration 23Q: 3 clusters Score -4159528 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -4159571.000000 Penalty: 3439.875732
	Iteration 24Q: 3 clusters Score -4159571 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -4159637.500000 Penalty: 3439.875732
	Iteration 25Q: 3 clusters Score -4159638 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -4159682.000000 Penalty: 3439.875732
	Iteration 26Q: 3 clusters Score -4159682 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -4159720.750000 Penalty: 3439.875732
	Iteration 27Q: 3 clusters Score -4159721 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -4159752.250000 Penalty: 3439.875732
	Iteration 28Q: 3 clusters Score -4159752 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -4159791.250000 Penalty: 3439.875732
	Iteration 29Q: 3 clusters Score -4159791 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -4159868.250000 Penalty: 3439.875732
	Iteration 30Q: 3 clusters Score -4159868 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -4159961.500000 Penalty: 3439.875732
	Iteration 31Q: 3 clusters Score -4159962 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -4160050.000000 Penalty: 3439.875732
	Iteration 32Q: 3 clusters Score -4160050 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -4160161.000000 Penalty: 3439.875732
	Iteration 33Q: 3 clusters Score -4160161 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -4160254.500000 Penalty: 3439.875732
	Iteration 34Q: 3 clusters Score -4160254 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -4160434.000000 Penalty: 3439.875732
	Iteration 35Q: 3 clusters Score -4160434 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -4160608.500000 Penalty: 3439.875732
	Iteration 36Q: 3 clusters Score -4160608 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -4160815.250000 Penalty: 3439.875732
	Iteration 37Q: 3 clusters Score -4160815 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -4161018.250000 Penalty: 3439.875732
	Iteration 38Q: 3 clusters Score -4161018 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -4161240.750000 Penalty: 3439.875732
	Iteration 39Q: 3 clusters Score -4161241 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -4161414.750000 Penalty: 3439.875732
	Iteration 40F: 3 clusters Score -4161415 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -4161616.000000 Penalty: 3439.875732
	Iteration 41Q: 3 clusters Score -4161616 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -4161768.000000 Penalty: 3439.875732
	Iteration 42Q: 3 clusters Score -4161768 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -4161918.000000 Penalty: 3439.875732
	Iteration 43Q: 3 clusters Score -4161918 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -4162023.000000 Penalty: 3439.875732
	Iteration 44Q: 3 clusters Score -4162023 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -4162112.750000 Penalty: 3439.875732
	Iteration 45Q: 3 clusters Score -4162113 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -4162187.750000 Penalty: 3439.875732
	Iteration 46Q: 3 clusters Score -4162188 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -4162227.500000 Penalty: 3439.875732
	Iteration 47Q: 3 clusters Score -4162228 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -4162298.750000 Penalty: 3439.875732
	Iteration 48Q: 3 clusters Score -4162299 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -4162328.000000 Penalty: 3439.875732
	Iteration 49Q: 3 clusters Score -4162328 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -4162389.250000 Penalty: 3439.875732
	Iteration 50Q: 3 clusters Score -4162389 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -4162419.250000 Penalty: 3439.875732
	Iteration 51Q: 3 clusters Score -4162419 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -4162448.750000 Penalty: 3439.875732
	Iteration 52Q: 3 clusters Score -4162449 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -4162467.750000 Penalty: 3439.875732
	Iteration 53Q: 3 clusters Score -4162468 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -4162489.250000 Penalty: 3439.875732
	Iteration 54Q: 3 clusters Score -4162489 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -4162510.250000 Penalty: 3439.875732
	Iteration 55Q: 3 clusters Score -4162510 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -4162521.250000 Penalty: 3439.875732
	Iteration 56Q: 3 clusters Score -4162521 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -4162525.750000 Penalty: 3439.875732
	Iteration 57Q: 3 clusters Score -4162526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -4162527.000000 Penalty: 3439.875732
	Iteration 58Q: 3 clusters Score -4162527 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -4162535.750000 Penalty: 3439.875732
	Iteration 59Q: 3 clusters Score -4162536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -4162529.000000 Penalty: 3439.875732
	Iteration 60F: 3 clusters Score -4162529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -4162528.250000 Penalty: 3439.875732
	Iteration 61Q: 3 clusters Score -4162528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -4162526.750000 Penalty: 3439.875732
	Iteration 62Q: 3 clusters Score -4162527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -4162529.750000 Penalty: 3439.875732
	Iteration 63Q: 3 clusters Score -4162530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -4162535.250000 Penalty: 3439.875732
	Iteration 64Q: 3 clusters Score -4162535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -4162528.000000 Penalty: 3439.875732
	Iteration 65Q: 3 clusters Score -4162528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -4162528.750000 Penalty: 3439.875732
	Iteration 66Q: 3 clusters Score -4162529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -4162529.250000 Penalty: 3439.875732
	Iteration 67Q: 3 clusters Score -4162529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -4162532.000000 Penalty: 3439.875732
	Iteration 68Q: 3 clusters Score -4162532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -4162533.500000 Penalty: 3439.875732
	Iteration 69Q: 3 clusters Score -4162534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -4162535.000000 Penalty: 3439.875732
	Iteration 70Q: 3 clusters Score -4162535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -4162534.500000 Penalty: 3439.875732
	Iteration 71Q: 3 clusters Score -4162534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -4162532.500000 Penalty: 3439.875732
	Iteration 72Q: 3 clusters Score -4162532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -4162533.000000 Penalty: 3439.875732
	Iteration 73Q: 3 clusters Score -4162533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -4162534.250000 Penalty: 3439.875732
	Iteration 74Q: 3 clusters Score -4162534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -4162534.250000 Penalty: 3439.875732
	Iteration 75F: 3 clusters Score -4162534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 15562 members 
Mstep: Class 3 contains 4730 members 
Mstep: Class 4 contains 38697 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 2162 members 
Mstep: Class 7 contains 10191 members 
Mstep: Class 8 contains 12428 members 
Mstep: Class 9 contains 1457 members 
Mstep: Class 10 contains 19295 members 
Mstep: Class 11 contains 15657 members 
Mstep: Class 12 contains 14276 members 
Mstep: Class 13 contains 132057 members 
Mstep: Class 14 contains 24443 members 
Mstep: Class 15 contains 11403 members 
Mstep: Class 16 contains 22578 members 
Mstep: Class 17 contains 41144 members 
Mstep: Class 18 contains 172837 members 
Mstep: Class 19 contains 3785 members 
Mstep: Class 20 contains 4301 members 
Mstep: Class 21 contains 34205 members 
Mstep: Class 22 contains 12030 members 
Mstep: Class 23 contains 1403 members 
Mstep: Class 24 contains 19819 members 
Mstep: Class 25 contains 4859 members 
Mstep: Class 26 contains 1595 members 
Mstep: Class 27 contains 4214 members 
Mstep: Class 28 contains 7138 members 
Mstep: Class 29 contains 5302 members 
Entering Unmasked Estep 
Score: -65903024.000000 Penalty: 63012.507812
Splitting cluster 21 changes total score from -65881748.000000 to -65903024.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 15562 members 
Mstep: Class 3 contains 4730 members 
Mstep: Class 4 contains 38697 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 2162 members 
Mstep: Class 7 contains 10191 members 
Mstep: Class 8 contains 12428 members 
Mstep: Class 9 contains 1457 members 
Mstep: Class 10 contains 19295 members 
Mstep: Class 11 contains 15657 members 
Mstep: Class 12 contains 14276 members 
Mstep: Class 13 contains 132057 members 
Mstep: Class 14 contains 24443 members 
Mstep: Class 15 contains 11403 members 
Mstep: Class 16 contains 22578 members 
Mstep: Class 17 contains 41144 members 
Mstep: Class 18 contains 172837 members 
Mstep: Class 19 contains 3785 members 
Mstep: Class 21 contains 34205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65908344.000000 Penalty: 63012.507812
Iteration 39Q: 30 clusters Score -6.590834e+07 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 15928 members 
Mstep: Class 3 contains 4693 members 
Mstep: Class 4 contains 38496 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 10335 members 
Mstep: Class 8 contains 12774 members 
Mstep: Class 9 contains 1440 members 
Mstep: Class 10 contains 19266 members 
Mstep: Class 11 contains 15591 members 
Mstep: Class 12 contains 14594 members 
Mstep: Class 13 contains 131810 members 
Mstep: Class 14 contains 24851 members 
Mstep: Class 15 contains 11353 members 
Mstep: Class 16 contains 22681 members 
Mstep: Class 17 contains 41077 members 
Mstep: Class 18 contains 172894 members 
Mstep: Class 19 contains 3891 members 
Mstep: Class 20 contains 4274 members 
Mstep: Class 21 contains 34245 members 
Mstep: Class 22 contains 11460 members 
Mstep: Class 23 contains 1438 members 
Mstep: Class 24 contains 19202 members 
Mstep: Class 25 contains 4838 members 
Mstep: Class 26 contains 1598 members 
Mstep: Class 27 contains 4175 members 
Mstep: Class 28 contains 6789 members 
Mstep: Class 29 contains 5149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65913908.000000 Penalty: 63012.507812
Iteration 40F: 30 clusters Score -6.591391e+07 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 15826 members 
Mstep: Class 3 contains 4665 members 
Mstep: Class 4 contains 37923 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 6 contains 2225 members 
Mstep: Class 7 contains 10426 members 
Mstep: Class 8 contains 12805 members 
Mstep: Class 9 contains 1384 members 
Mstep: Class 10 contains 19115 members 
Mstep: Class 11 contains 15466 members 
Mstep: Class 12 contains 15056 members 
Mstep: Class 13 contains 131572 members 
Mstep: Class 14 contains 24643 members 
Mstep: Class 15 contains 11203 members 
Mstep: Class 16 contains 22774 members 
Mstep: Class 17 contains 40768 members 
Mstep: Class 18 contains 173176 members 
Mstep: Class 19 contains 3942 members 
Mstep: Class 20 contains 4287 members 
Mstep: Class 21 contains 33930 members 
Mstep: Class 22 contains 11256 members 
Mstep: Class 23 contains 1470 members 
Mstep: Class 24 contains 19214 members 
Mstep: Class 25 contains 5450 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 4560 members 
Mstep: Class 28 contains 6844 members 
Mstep: Class 29 contains 5318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65916016.000000 Penalty: 63012.507812
Iteration 41Q: 30 clusters Score -6.591602e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 15790 members 
Mstep: Class 3 contains 4664 members 
Mstep: Class 4 contains 37361 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 2249 members 
Mstep: Class 7 contains 10497 members 
Mstep: Class 8 contains 12870 members 
Mstep: Class 9 contains 1285 members 
Mstep: Class 10 contains 18991 members 
Mstep: Class 11 contains 15364 members 
Mstep: Class 12 contains 15445 members 
Mstep: Class 13 contains 131298 members 
Mstep: Class 14 contains 24578 members 
Mstep: Class 15 contains 11124 members 
Mstep: Class 16 contains 22897 members 
Mstep: Class 17 contains 40575 members 
Mstep: Class 18 contains 173529 members 
Mstep: Class 19 contains 4009 members 
Mstep: Class 20 contains 4321 members 
Mstep: Class 21 contains 33715 members 
Mstep: Class 22 contains 11117 members 
Mstep: Class 23 contains 1476 members 
Mstep: Class 24 contains 19185 members 
Mstep: Class 25 contains 5864 members 
Mstep: Class 26 contains 1692 members 
Mstep: Class 27 contains 4766 members 
Mstep: Class 28 contains 6841 members 
Mstep: Class 29 contains 5440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65917328.000000 Penalty: 63012.507812
Iteration 42Q: 30 clusters Score -6.591733e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 15792 members 
Mstep: Class 3 contains 4673 members 
Mstep: Class 4 contains 36808 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 10563 members 
Mstep: Class 8 contains 12959 members 
Mstep: Class 9 contains 1216 members 
Mstep: Class 10 contains 18878 members 
Mstep: Class 11 contains 15281 members 
Mstep: Class 12 contains 15759 members 
Mstep: Class 13 contains 130999 members 
Mstep: Class 14 contains 24545 members 
Mstep: Class 15 contains 11052 members 
Mstep: Class 16 contains 23017 members 
Mstep: Class 17 contains 40425 members 
Mstep: Class 18 contains 173873 members 
Mstep: Class 19 contains 4050 members 
Mstep: Class 20 contains 4351 members 
Mstep: Class 21 contains 33565 members 
Mstep: Class 22 contains 11020 members 
Mstep: Class 23 contains 1477 members 
Mstep: Class 24 contains 19156 members 
Mstep: Class 25 contains 6179 members 
Mstep: Class 26 contains 1707 members 
Mstep: Class 27 contains 4956 members 
Mstep: Class 28 contains 6822 members 
Mstep: Class 29 contains 5550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65917680.000000 Penalty: 63012.507812
Iteration 43Q: 30 clusters Score -6.591768e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 15810 members 
Mstep: Class 3 contains 4685 members 
Mstep: Class 4 contains 36239 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 10628 members 
Mstep: Class 8 contains 13063 members 
Mstep: Class 9 contains 1177 members 
Mstep: Class 10 contains 18764 members 
Mstep: Class 11 contains 15218 members 
Mstep: Class 12 contains 16019 members 
Mstep: Class 13 contains 130733 members 
Mstep: Class 14 contains 24491 members 
Mstep: Class 15 contains 11012 members 
Mstep: Class 16 contains 23134 members 
Mstep: Class 17 contains 40321 members 
Mstep: Class 18 contains 174245 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 4368 members 
Mstep: Class 21 contains 33421 members 
Mstep: Class 22 contains 10976 members 
Mstep: Class 23 contains 1477 members 
Mstep: Class 24 contains 19124 members 
Mstep: Class 25 contains 6404 members 
Mstep: Class 26 contains 1722 members 
Mstep: Class 27 contains 5119 members 
Mstep: Class 28 contains 6784 members 
Mstep: Class 29 contains 5660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65917708.000000 Penalty: 63012.507812
Iteration 44Q: 30 clusters Score -6.591771e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 15805 members 
Mstep: Class 3 contains 4697 members 
Mstep: Class 4 contains 35670 members 
Mstep: Class 5 contains 338 members 
Mstep: Class 6 contains 2293 members 
Mstep: Class 7 contains 10689 members 
Mstep: Class 8 contains 13161 members 
Mstep: Class 9 contains 1146 members 
Mstep: Class 10 contains 18662 members 
Mstep: Class 11 contains 15168 members 
Mstep: Class 12 contains 16210 members 
Mstep: Class 13 contains 130500 members 
Mstep: Class 14 contains 24467 members 
Mstep: Class 15 contains 10972 members 
Mstep: Class 16 contains 23230 members 
Mstep: Class 17 contains 40278 members 
Mstep: Class 18 contains 174626 members 
Mstep: Class 19 contains 4095 members 
Mstep: Class 20 contains 4380 members 
Mstep: Class 21 contains 33334 members 
Mstep: Class 22 contains 10948 members 
Mstep: Class 23 contains 1471 members 
Mstep: Class 24 contains 19092 members 
Mstep: Class 25 contains 6587 members 
Mstep: Class 26 contains 1727 members 
Mstep: Class 27 contains 5255 members 
Mstep: Class 28 contains 6735 members 
Mstep: Class 29 contains 5764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65918060.000000 Penalty: 63012.507812
Iteration 45Q: 30 clusters Score -6.591806e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 15807 members 
Mstep: Class 3 contains 4703 members 
Mstep: Class 4 contains 35121 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 10737 members 
Mstep: Class 8 contains 13254 members 
Mstep: Class 9 contains 1134 members 
Mstep: Class 10 contains 18567 members 
Mstep: Class 11 contains 15122 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 130296 members 
Mstep: Class 14 contains 24453 members 
Mstep: Class 15 contains 10942 members 
Mstep: Class 16 contains 23331 members 
Mstep: Class 17 contains 40253 members 
Mstep: Class 18 contains 174968 members 
Mstep: Class 19 contains 4102 members 
Mstep: Class 20 contains 4393 members 
Mstep: Class 21 contains 33245 members 
Mstep: Class 22 contains 10924 members 
Mstep: Class 23 contains 1466 members 
Mstep: Class 24 contains 19062 members 
Mstep: Class 25 contains 6739 members 
Mstep: Class 26 contains 1733 members 
Mstep: Class 27 contains 5384 members 
Mstep: Class 28 contains 6695 members 
Mstep: Class 29 contains 5868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65918284.000000 Penalty: 63012.507812
Iteration 46Q: 30 clusters Score -6.591828e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 15814 members 
Mstep: Class 3 contains 4706 members 
Mstep: Class 4 contains 34540 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 10768 members 
Mstep: Class 8 contains 13341 members 
Mstep: Class 9 contains 1125 members 
Mstep: Class 10 contains 18475 members 
Mstep: Class 11 contains 15106 members 
Mstep: Class 12 contains 16511 members 
Mstep: Class 13 contains 130138 members 
Mstep: Class 14 contains 24439 members 
Mstep: Class 15 contains 10933 members 
Mstep: Class 16 contains 23402 members 
Mstep: Class 17 contains 40238 members 
Mstep: Class 18 contains 175354 members 
Mstep: Class 19 contains 4104 members 
Mstep: Class 20 contains 4414 members 
Mstep: Class 21 contains 33143 members 
Mstep: Class 22 contains 10898 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 19039 members 
Mstep: Class 25 contains 6865 members 
Mstep: Class 26 contains 1739 members 
Mstep: Class 27 contains 5504 members 
Mstep: Class 28 contains 6655 members 
Mstep: Class 29 contains 5973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65918484.000000 Penalty: 63012.507812
Iteration 47Q: 30 clusters Score -6.591848e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 15825 members 
Mstep: Class 3 contains 4711 members 
Mstep: Class 4 contains 33992 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 7 contains 10796 members 
Mstep: Class 8 contains 13425 members 
Mstep: Class 9 contains 1118 members 
Mstep: Class 10 contains 18376 members 
Mstep: Class 11 contains 15105 members 
Mstep: Class 12 contains 16611 members 
Mstep: Class 13 contains 130002 members 
Mstep: Class 14 contains 24434 members 
Mstep: Class 15 contains 10933 members 
Mstep: Class 16 contains 23478 members 
Mstep: Class 17 contains 40249 members 
Mstep: Class 18 contains 175700 members 
Mstep: Class 19 contains 4105 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 33059 members 
Mstep: Class 22 contains 10873 members 
Mstep: Class 23 contains 1458 members 
Mstep: Class 24 contains 19011 members 
Mstep: Class 25 contains 6955 members 
Mstep: Class 26 contains 1743 members 
Mstep: Class 27 contains 5620 members 
Mstep: Class 28 contains 6610 members 
Mstep: Class 29 contains 6066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65918636.000000 Penalty: 63012.507812
Iteration 48Q: 30 clusters Score -6.591864e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 15841 members 
Mstep: Class 3 contains 4720 members 
Mstep: Class 4 contains 33477 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 7 contains 10820 members 
Mstep: Class 8 contains 13520 members 
Mstep: Class 9 contains 1109 members 
Mstep: Class 10 contains 18286 members 
Mstep: Class 11 contains 15098 members 
Mstep: Class 12 contains 16701 members 
Mstep: Class 13 contains 129882 members 
Mstep: Class 14 contains 24424 members 
Mstep: Class 15 contains 10920 members 
Mstep: Class 16 contains 23548 members 
Mstep: Class 17 contains 40263 members 
Mstep: Class 18 contains 176028 members 
Mstep: Class 19 contains 4108 members 
Mstep: Class 20 contains 4442 members 
Mstep: Class 21 contains 32981 members 
Mstep: Class 22 contains 10857 members 
Mstep: Class 23 contains 1453 members 
Mstep: Class 24 contains 18966 members 
Mstep: Class 25 contains 7044 members 
Mstep: Class 26 contains 1747 members 
Mstep: Class 27 contains 5729 members 
Mstep: Class 28 contains 6570 members 
Mstep: Class 29 contains 6154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65918800.000000 Penalty: 63012.507812
Iteration 49Q: 30 clusters Score -6.59188e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 15860 members 
Mstep: Class 3 contains 4730 members 
Mstep: Class 4 contains 32969 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 7 contains 10845 members 
Mstep: Class 8 contains 13607 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 18215 members 
Mstep: Class 11 contains 15122 members 
Mstep: Class 12 contains 16779 members 
Mstep: Class 13 contains 129791 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 10902 members 
Mstep: Class 16 contains 23600 members 
Mstep: Class 17 contains 40283 members 
Mstep: Class 18 contains 176322 members 
Mstep: Class 19 contains 4108 members 
Mstep: Class 20 contains 4449 members 
Mstep: Class 21 contains 32951 members 
Mstep: Class 22 contains 10849 members 
Mstep: Class 23 contains 1444 members 
Mstep: Class 24 contains 18922 members 
Mstep: Class 25 contains 7103 members 
Mstep: Class 26 contains 1748 members 
Mstep: Class 27 contains 5824 members 
Mstep: Class 28 contains 6538 members 
Mstep: Class 29 contains 6205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65919068.000000 Penalty: 63012.507812
Iteration 50Q: 30 clusters Score -6.591907e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 15880 members 
Mstep: Class 3 contains 4746 members 
Mstep: Class 4 contains 32495 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 7 contains 10876 members 
Mstep: Class 8 contains 13694 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 18136 members 
Mstep: Class 11 contains 15135 members 
Mstep: Class 12 contains 16841 members 
Mstep: Class 13 contains 129718 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 10880 members 
Mstep: Class 16 contains 23654 members 
Mstep: Class 17 contains 40319 members 
Mstep: Class 18 contains 176582 members 
Mstep: Class 19 contains 4108 members 
Mstep: Class 20 contains 4454 members 
Mstep: Class 21 contains 32928 members 
Mstep: Class 22 contains 10841 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 18891 members 
Mstep: Class 25 contains 7148 members 
Mstep: Class 26 contains 1747 members 
Mstep: Class 27 contains 5906 members 
Mstep: Class 28 contains 6509 members 
Mstep: Class 29 contains 6245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65919188.000000 Penalty: 63012.507812
Iteration 51Q: 30 clusters Score -6.591919e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 15899 members 
Mstep: Class 3 contains 4775 members 
Mstep: Class 4 contains 31988 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 2312 members 
Mstep: Class 7 contains 10895 members 
Mstep: Class 8 contains 13795 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 18074 members 
Mstep: Class 11 contains 15165 members 
Mstep: Class 12 contains 16896 members 
Mstep: Class 13 contains 129645 members 
Mstep: Class 14 contains 24405 members 
Mstep: Class 15 contains 10862 members 
Mstep: Class 16 contains 23714 members 
Mstep: Class 17 contains 40347 members 
Mstep: Class 18 contains 176881 members 
Mstep: Class 19 contains 4109 members 
Mstep: Class 20 contains 4456 members 
Mstep: Class 21 contains 32899 members 
Mstep: Class 22 contains 10834 members 
Mstep: Class 23 contains 1399 members 
Mstep: Class 24 contains 18850 members 
Mstep: Class 25 contains 7192 members 
Mstep: Class 26 contains 1746 members 
Mstep: Class 27 contains 5977 members 
Mstep: Class 28 contains 6488 members 
Mstep: Class 29 contains 6283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65919392.000000 Penalty: 63012.507812
Iteration 52Q: 30 clusters Score -6.591939e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 15907 members 
Mstep: Class 3 contains 4805 members 
Mstep: Class 4 contains 31512 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 2320 members 
Mstep: Class 7 contains 10922 members 
Mstep: Class 8 contains 13888 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 18004 members 
Mstep: Class 11 contains 15187 members 
Mstep: Class 12 contains 16943 members 
Mstep: Class 13 contains 129602 members 
Mstep: Class 14 contains 24383 members 
Mstep: Class 15 contains 10849 members 
Mstep: Class 16 contains 23761 members 
Mstep: Class 17 contains 40388 members 
Mstep: Class 18 contains 177170 members 
Mstep: Class 19 contains 4109 members 
Mstep: Class 20 contains 4457 members 
Mstep: Class 21 contains 32873 members 
Mstep: Class 22 contains 10822 members 
Mstep: Class 23 contains 1369 members 
Mstep: Class 24 contains 18805 members 
Mstep: Class 25 contains 7232 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 6045 members 
Mstep: Class 28 contains 6465 members 
Mstep: Class 29 contains 6319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65919320.000000 Penalty: 63012.507812
Iteration 53Q: 30 clusters Score -6.591932e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 15917 members 
Mstep: Class 3 contains 4832 members 
Mstep: Class 4 contains 30982 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 2331 members 
Mstep: Class 7 contains 10937 members 
Mstep: Class 8 contains 13991 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 17953 members 
Mstep: Class 11 contains 15254 members 
Mstep: Class 12 contains 16973 members 
Mstep: Class 13 contains 129599 members 
Mstep: Class 14 contains 24390 members 
Mstep: Class 15 contains 10834 members 
Mstep: Class 16 contains 23796 members 
Mstep: Class 17 contains 40418 members 
Mstep: Class 18 contains 177440 members 
Mstep: Class 19 contains 4111 members 
Mstep: Class 20 contains 4460 members 
Mstep: Class 21 contains 32850 members 
Mstep: Class 22 contains 10812 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 18753 members 
Mstep: Class 25 contains 7263 members 
Mstep: Class 26 contains 1746 members 
Mstep: Class 27 contains 6098 members 
Mstep: Class 28 contains 6455 members 
Mstep: Class 29 contains 6345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65919428.000000 Penalty: 63012.507812
Iteration 54Q: 30 clusters Score -6.591943e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 15915 members 
Mstep: Class 3 contains 4848 members 
Mstep: Class 4 contains 30498 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 2341 members 
Mstep: Class 7 contains 10960 members 
Mstep: Class 8 contains 14119 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 17894 members 
Mstep: Class 11 contains 15312 members 
Mstep: Class 12 contains 17002 members 
Mstep: Class 13 contains 129596 members 
Mstep: Class 14 contains 24392 members 
Mstep: Class 15 contains 10822 members 
Mstep: Class 16 contains 23813 members 
Mstep: Class 17 contains 40452 members 
Mstep: Class 18 contains 177672 members 
Mstep: Class 19 contains 4112 members 
Mstep: Class 20 contains 4463 members 
Mstep: Class 21 contains 32832 members 
Mstep: Class 22 contains 10804 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 18699 members 
Mstep: Class 25 contains 7306 members 
Mstep: Class 26 contains 1747 members 
Mstep: Class 27 contains 6153 members 
Mstep: Class 28 contains 6446 members 
Mstep: Class 29 contains 6360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65919524.000000 Penalty: 63012.507812
Iteration 55Q: 30 clusters Score -6.591952e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 15914 members 
Mstep: Class 3 contains 4864 members 
Mstep: Class 4 contains 29960 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 2347 members 
Mstep: Class 7 contains 10979 members 
Mstep: Class 8 contains 14271 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 17831 members 
Mstep: Class 11 contains 15445 members 
Mstep: Class 12 contains 17022 members 
Mstep: Class 13 contains 129588 members 
Mstep: Class 14 contains 24418 members 
Mstep: Class 15 contains 10818 members 
Mstep: Class 16 contains 23826 members 
Mstep: Class 17 contains 40481 members 
Mstep: Class 18 contains 177872 members 
Mstep: Class 19 contains 4112 members 
Mstep: Class 20 contains 4464 members 
Mstep: Class 21 contains 32789 members 
Mstep: Class 22 contains 10798 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 18658 members 
Mstep: Class 25 contains 7343 members 
Mstep: Class 26 contains 1748 members 
Mstep: Class 27 contains 6204 members 
Mstep: Class 28 contains 6440 members 
Mstep: Class 29 contains 6379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65919544.000000 Penalty: 63012.507812
Iteration 56Q: 30 clusters Score -6.591954e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 15921 members 
Mstep: Class 3 contains 4869 members 
Mstep: Class 4 contains 29402 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 11005 members 
Mstep: Class 8 contains 14452 members 
Mstep: Class 9 contains 1109 members 
Mstep: Class 10 contains 17765 members 
Mstep: Class 11 contains 15598 members 
Mstep: Class 12 contains 17044 members 
Mstep: Class 13 contains 129570 members 
Mstep: Class 14 contains 24436 members 
Mstep: Class 15 contains 10806 members 
Mstep: Class 16 contains 23841 members 
Mstep: Class 17 contains 40512 members 
Mstep: Class 18 contains 178073 members 
Mstep: Class 19 contains 4112 members 
Mstep: Class 20 contains 4466 members 
Mstep: Class 21 contains 32755 members 
Mstep: Class 22 contains 10794 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 18600 members 
Mstep: Class 25 contains 7382 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 6240 members 
Mstep: Class 28 contains 6430 members 
Mstep: Class 29 contains 6405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65919848.000000 Penalty: 63012.507812
Iteration 57Q: 30 clusters Score -6.591985e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 15928 members 
Mstep: Class 3 contains 4875 members 
Mstep: Class 4 contains 28799 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 2357 members 
Mstep: Class 7 contains 11026 members 
Mstep: Class 8 contains 14593 members 
Mstep: Class 9 contains 1113 members 
Mstep: Class 10 contains 17702 members 
Mstep: Class 11 contains 15812 members 
Mstep: Class 12 contains 17076 members 
Mstep: Class 13 contains 129573 members 
Mstep: Class 14 contains 24472 members 
Mstep: Class 15 contains 10791 members 
Mstep: Class 16 contains 23870 members 
Mstep: Class 17 contains 40557 members 
Mstep: Class 18 contains 178239 members 
Mstep: Class 19 contains 4113 members 
Mstep: Class 20 contains 4469 members 
Mstep: Class 21 contains 32715 members 
Mstep: Class 22 contains 10783 members 
Mstep: Class 23 contains 1300 members 
Mstep: Class 24 contains 18537 members 
Mstep: Class 25 contains 7419 members 
Mstep: Class 26 contains 1747 members 
Mstep: Class 27 contains 6277 members 
Mstep: Class 28 contains 6425 members 
Mstep: Class 29 contains 6436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65920064.000000 Penalty: 63012.507812
Iteration 58Q: 30 clusters Score -6.592006e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 15930 members 
Mstep: Class 3 contains 4877 members 
Mstep: Class 4 contains 28195 members 
Mstep: Class 5 contains 334 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 11043 members 
Mstep: Class 8 contains 14751 members 
Mstep: Class 9 contains 1116 members 
Mstep: Class 10 contains 17623 members 
Mstep: Class 11 contains 16075 members 
Mstep: Class 12 contains 17088 members 
Mstep: Class 13 contains 129584 members 
Mstep: Class 14 contains 24491 members 
Mstep: Class 15 contains 10779 members 
Mstep: Class 16 contains 23896 members 
Mstep: Class 17 contains 40615 members 
Mstep: Class 18 contains 178384 members 
Mstep: Class 19 contains 4113 members 
Mstep: Class 20 contains 4472 members 
Mstep: Class 21 contains 32674 members 
Mstep: Class 22 contains 10777 members 
Mstep: Class 23 contains 1292 members 
Mstep: Class 24 contains 18467 members 
Mstep: Class 25 contains 7465 members 
Mstep: Class 26 contains 1748 members 
Mstep: Class 27 contains 6305 members 
Mstep: Class 28 contains 6418 members 
Mstep: Class 29 contains 6469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65920424.000000 Penalty: 63012.507812
Iteration 59Q: 30 clusters Score -6.592042e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 4877 members 
Mstep: Class 4 contains 27545 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 2359 members 
Mstep: Class 7 contains 11073 members 
Mstep: Class 8 contains 14929 members 
Mstep: Class 9 contains 1117 members 
Mstep: Class 10 contains 17553 members 
Mstep: Class 11 contains 16381 members 
Mstep: Class 12 contains 17100 members 
Mstep: Class 13 contains 129593 members 
Mstep: Class 14 contains 24515 members 
Mstep: Class 15 contains 10773 members 
Mstep: Class 16 contains 23929 members 
Mstep: Class 17 contains 40646 members 
Mstep: Class 18 contains 178495 members 
Mstep: Class 19 contains 4113 members 
Mstep: Class 20 contains 4476 members 
Mstep: Class 21 contains 32627 members 
Mstep: Class 22 contains 10769 members 
Mstep: Class 23 contains 1286 members 
Mstep: Class 24 contains 18403 members 
Mstep: Class 25 contains 7516 members 
Mstep: Class 26 contains 1746 members 
Mstep: Class 27 contains 6343 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 6495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65921060.000000 Penalty: 63012.507812
Iteration 60F: 30 clusters Score -6.592106e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 15934 members 
Mstep: Class 3 contains 4882 members 
Mstep: Class 4 contains 26907 members 
Mstep: Class 5 contains 332 members 
Mstep: Class 6 contains 2360 members 
Mstep: Class 7 contains 11099 members 
Mstep: Class 8 contains 15114 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 17488 members 
Mstep: Class 11 contains 16693 members 
Mstep: Class 12 contains 17123 members 
Mstep: Class 13 contains 129599 members 
Mstep: Class 14 contains 24540 members 
Mstep: Class 15 contains 10773 members 
Mstep: Class 16 contains 23946 members 
Mstep: Class 17 contains 40675 members 
Mstep: Class 18 contains 178588 members 
Mstep: Class 19 contains 4113 members 
Mstep: Class 20 contains 4478 members 
Mstep: Class 21 contains 32574 members 
Mstep: Class 22 contains 10765 members 
Mstep: Class 23 contains 1284 members 
Mstep: Class 24 contains 18335 members 
Mstep: Class 25 contains 7554 members 
Mstep: Class 26 contains 1752 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 6412 members 
Mstep: Class 29 contains 6521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65921608.000000 Penalty: 63012.507812
Iteration 61Q: 30 clusters Score -6.592161e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 15937 members 
Mstep: Class 3 contains 4890 members 
Mstep: Class 4 contains 26258 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 2362 members 
Mstep: Class 7 contains 11124 members 
Mstep: Class 8 contains 15296 members 
Mstep: Class 9 contains 1086 members 
Mstep: Class 10 contains 17404 members 
Mstep: Class 11 contains 17085 members 
Mstep: Class 12 contains 17143 members 
Mstep: Class 13 contains 129608 members 
Mstep: Class 14 contains 24570 members 
Mstep: Class 15 contains 10761 members 
Mstep: Class 16 contains 23985 members 
Mstep: Class 17 contains 40731 members 
Mstep: Class 18 contains 178622 members 
Mstep: Class 19 contains 4126 members 
Mstep: Class 20 contains 4487 members 
Mstep: Class 21 contains 32542 members 
Mstep: Class 22 contains 10758 members 
Mstep: Class 23 contains 1269 members 
Mstep: Class 24 contains 18261 members 
Mstep: Class 25 contains 7620 members 
Mstep: Class 26 contains 1753 members 
Mstep: Class 27 contains 6407 members 
Mstep: Class 28 contains 6416 members 
Mstep: Class 29 contains 6532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65921928.000000 Penalty: 63012.507812
Iteration 62Q: 30 clusters Score -6.592193e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 15946 members 
Mstep: Class 3 contains 4909 members 
Mstep: Class 4 contains 25628 members 
Mstep: Class 5 contains 326 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 11150 members 
Mstep: Class 8 contains 15444 members 
Mstep: Class 9 contains 1052 members 
Mstep: Class 10 contains 17310 members 
Mstep: Class 11 contains 17536 members 
Mstep: Class 12 contains 17157 members 
Mstep: Class 13 contains 129621 members 
Mstep: Class 14 contains 24555 members 
Mstep: Class 15 contains 10760 members 
Mstep: Class 16 contains 24025 members 
Mstep: Class 17 contains 40789 members 
Mstep: Class 18 contains 178641 members 
Mstep: Class 19 contains 4135 members 
Mstep: Class 20 contains 4493 members 
Mstep: Class 21 contains 32508 members 
Mstep: Class 22 contains 10751 members 
Mstep: Class 23 contains 1248 members 
Mstep: Class 24 contains 18194 members 
Mstep: Class 25 contains 7673 members 
Mstep: Class 26 contains 1753 members 
Mstep: Class 27 contains 6432 members 
Mstep: Class 28 contains 6416 members 
Mstep: Class 29 contains 6543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65922112.000000 Penalty: 63012.507812
Iteration 63Q: 30 clusters Score -6.592211e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 15949 members 
Mstep: Class 3 contains 4926 members 
Mstep: Class 4 contains 24899 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 2372 members 
Mstep: Class 7 contains 11169 members 
Mstep: Class 8 contains 15616 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 17215 members 
Mstep: Class 11 contains 18045 members 
Mstep: Class 12 contains 17169 members 
Mstep: Class 13 contains 129636 members 
Mstep: Class 14 contains 24556 members 
Mstep: Class 15 contains 10747 members 
Mstep: Class 16 contains 24084 members 
Mstep: Class 17 contains 40858 members 
Mstep: Class 18 contains 178666 members 
Mstep: Class 19 contains 4139 members 
Mstep: Class 20 contains 4496 members 
Mstep: Class 21 contains 32463 members 
Mstep: Class 22 contains 10740 members 
Mstep: Class 23 contains 1232 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 7722 members 
Mstep: Class 26 contains 1751 members 
Mstep: Class 27 contains 6465 members 
Mstep: Class 28 contains 6412 members 
Mstep: Class 29 contains 6549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65922532.000000 Penalty: 63012.507812
Iteration 64Q: 30 clusters Score -6.592253e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 15957 members 
Mstep: Class 3 contains 4943 members 
Mstep: Class 4 contains 24222 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 2371 members 
Mstep: Class 7 contains 11181 members 
Mstep: Class 8 contains 15798 members 
Mstep: Class 9 contains 1012 members 
Mstep: Class 10 contains 17099 members 
Mstep: Class 11 contains 18560 members 
Mstep: Class 12 contains 17176 members 
Mstep: Class 13 contains 129674 members 
Mstep: Class 14 contains 24541 members 
Mstep: Class 15 contains 10736 members 
Mstep: Class 16 contains 24111 members 
Mstep: Class 17 contains 40950 members 
Mstep: Class 18 contains 178651 members 
Mstep: Class 19 contains 4144 members 
Mstep: Class 20 contains 4499 members 
Mstep: Class 21 contains 32416 members 
Mstep: Class 22 contains 10731 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 18075 members 
Mstep: Class 25 contains 7766 members 
Mstep: Class 26 contains 1748 members 
Mstep: Class 27 contains 6495 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 6555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65923188.000000 Penalty: 63012.507812
Iteration 65Q: 30 clusters Score -6.592319e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 15959 members 
Mstep: Class 3 contains 4955 members 
Mstep: Class 4 contains 23519 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 2372 members 
Mstep: Class 7 contains 11209 members 
Mstep: Class 8 contains 15953 members 
Mstep: Class 9 contains 1001 members 
Mstep: Class 10 contains 16955 members 
Mstep: Class 11 contains 19146 members 
Mstep: Class 12 contains 17181 members 
Mstep: Class 13 contains 129721 members 
Mstep: Class 14 contains 24522 members 
Mstep: Class 15 contains 10736 members 
Mstep: Class 16 contains 24157 members 
Mstep: Class 17 contains 41039 members 
Mstep: Class 18 contains 178664 members 
Mstep: Class 19 contains 4147 members 
Mstep: Class 20 contains 4499 members 
Mstep: Class 21 contains 32355 members 
Mstep: Class 22 contains 10717 members 
Mstep: Class 23 contains 1203 members 
Mstep: Class 24 contains 18012 members 
Mstep: Class 25 contains 7805 members 
Mstep: Class 26 contains 1747 members 
Mstep: Class 27 contains 6505 members 
Mstep: Class 28 contains 6402 members 
Mstep: Class 29 contains 6561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65924072.000000 Penalty: 63012.507812
Iteration 66Q: 30 clusters Score -6.592407e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 15969 members 
Mstep: Class 3 contains 4964 members 
Mstep: Class 4 contains 22832 members 
Mstep: Class 5 contains 318 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 11249 members 
Mstep: Class 8 contains 16117 members 
Mstep: Class 9 contains 992 members 
Mstep: Class 10 contains 16849 members 
Mstep: Class 11 contains 19796 members 
Mstep: Class 12 contains 17182 members 
Mstep: Class 13 contains 129752 members 
Mstep: Class 14 contains 24474 members 
Mstep: Class 15 contains 10734 members 
Mstep: Class 16 contains 24173 members 
Mstep: Class 17 contains 41116 members 
Mstep: Class 18 contains 178644 members 
Mstep: Class 19 contains 4151 members 
Mstep: Class 20 contains 4499 members 
Mstep: Class 21 contains 32282 members 
Mstep: Class 22 contains 10695 members 
Mstep: Class 23 contains 1198 members 
Mstep: Class 24 contains 17948 members 
Mstep: Class 25 contains 7825 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 6507 members 
Mstep: Class 28 contains 6400 members 
Mstep: Class 29 contains 6572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65925264.000000 Penalty: 63012.507812
Iteration 67Q: 30 clusters Score -6.592526e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 15974 members 
Mstep: Class 3 contains 4973 members 
Mstep: Class 4 contains 22291 members 
Mstep: Class 5 contains 317 members 
Mstep: Class 6 contains 2377 members 
Mstep: Class 7 contains 11290 members 
Mstep: Class 8 contains 16262 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 16742 members 
Mstep: Class 11 contains 20483 members 
Mstep: Class 12 contains 17179 members 
Mstep: Class 13 contains 129802 members 
Mstep: Class 14 contains 24392 members 
Mstep: Class 15 contains 10730 members 
Mstep: Class 16 contains 24185 members 
Mstep: Class 17 contains 41198 members 
Mstep: Class 18 contains 178463 members 
Mstep: Class 19 contains 4152 members 
Mstep: Class 20 contains 4499 members 
Mstep: Class 21 contains 32201 members 
Mstep: Class 22 contains 10678 members 
Mstep: Class 23 contains 1182 members 
Mstep: Class 24 contains 17925 members 
Mstep: Class 25 contains 7851 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 6484 members 
Mstep: Class 28 contains 6395 members 
Mstep: Class 29 contains 6595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65926332.000000 Penalty: 63012.507812
Iteration 68Q: 30 clusters Score -6.592633e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 15982 members 
Mstep: Class 3 contains 4988 members 
Mstep: Class 4 contains 21814 members 
Mstep: Class 5 contains 315 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 11321 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 16632 members 
Mstep: Class 11 contains 21245 members 
Mstep: Class 12 contains 17184 members 
Mstep: Class 13 contains 129845 members 
Mstep: Class 14 contains 24330 members 
Mstep: Class 15 contains 10723 members 
Mstep: Class 16 contains 24211 members 
Mstep: Class 17 contains 41275 members 
Mstep: Class 18 contains 178125 members 
Mstep: Class 19 contains 4152 members 
Mstep: Class 20 contains 4501 members 
Mstep: Class 21 contains 32106 members 
Mstep: Class 22 contains 10658 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 17927 members 
Mstep: Class 25 contains 7896 members 
Mstep: Class 26 contains 1743 members 
Mstep: Class 27 contains 6456 members 
Mstep: Class 28 contains 6388 members 
Mstep: Class 29 contains 6626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65927076.000000 Penalty: 63012.507812
Iteration 69Q: 30 clusters Score -6.592708e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 15997 members 
Mstep: Class 3 contains 4997 members 
Mstep: Class 4 contains 21496 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 11346 members 
Mstep: Class 8 contains 16479 members 
Mstep: Class 9 contains 985 members 
Mstep: Class 10 contains 16535 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 17192 members 
Mstep: Class 13 contains 129871 members 
Mstep: Class 14 contains 24283 members 
Mstep: Class 15 contains 10720 members 
Mstep: Class 16 contains 24224 members 
Mstep: Class 17 contains 41336 members 
Mstep: Class 18 contains 177697 members 
Mstep: Class 19 contains 4152 members 
Mstep: Class 20 contains 4503 members 
Mstep: Class 21 contains 32018 members 
Mstep: Class 22 contains 10644 members 
Mstep: Class 23 contains 1155 members 
Mstep: Class 24 contains 17932 members 
Mstep: Class 25 contains 7938 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 6410 members 
Mstep: Class 28 contains 6383 members 
Mstep: Class 29 contains 6645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65927576.000000 Penalty: 63012.507812
Iteration 70Q: 30 clusters Score -6.592758e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 16007 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 21265 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 2382 members 
Mstep: Class 7 contains 11374 members 
Mstep: Class 8 contains 16576 members 
Mstep: Class 9 contains 985 members 
Mstep: Class 10 contains 16449 members 
Mstep: Class 11 contains 22642 members 
Mstep: Class 12 contains 17187 members 
Mstep: Class 13 contains 129893 members 
Mstep: Class 14 contains 24257 members 
Mstep: Class 15 contains 10716 members 
Mstep: Class 16 contains 24236 members 
Mstep: Class 17 contains 41403 members 
Mstep: Class 18 contains 177237 members 
Mstep: Class 19 contains 4153 members 
Mstep: Class 20 contains 4505 members 
Mstep: Class 21 contains 31942 members 
Mstep: Class 22 contains 10636 members 
Mstep: Class 23 contains 1131 members 
Mstep: Class 24 contains 17939 members 
Mstep: Class 25 contains 7969 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 6355 members 
Mstep: Class 28 contains 6375 members 
Mstep: Class 29 contains 6659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65927724.000000 Penalty: 63012.507812
Iteration 71Q: 30 clusters Score -6.592772e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 16017 members 
Mstep: Class 3 contains 5044 members 
Mstep: Class 4 contains 21137 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 2384 members 
Mstep: Class 7 contains 11409 members 
Mstep: Class 8 contains 16652 members 
Mstep: Class 9 contains 985 members 
Mstep: Class 10 contains 16364 members 
Mstep: Class 11 contains 23337 members 
Mstep: Class 12 contains 17179 members 
Mstep: Class 13 contains 129900 members 
Mstep: Class 14 contains 24233 members 
Mstep: Class 15 contains 10719 members 
Mstep: Class 16 contains 24240 members 
Mstep: Class 17 contains 41452 members 
Mstep: Class 18 contains 176694 members 
Mstep: Class 19 contains 4154 members 
Mstep: Class 20 contains 4506 members 
Mstep: Class 21 contains 31877 members 
Mstep: Class 22 contains 10628 members 
Mstep: Class 23 contains 1113 members 
Mstep: Class 24 contains 17942 members 
Mstep: Class 25 contains 8007 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 6281 members 
Mstep: Class 28 contains 6369 members 
Mstep: Class 29 contains 6674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65928156.000000 Penalty: 63012.507812
Iteration 72Q: 30 clusters Score -6.592816e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 16030 members 
Mstep: Class 3 contains 5058 members 
Mstep: Class 4 contains 21027 members 
Mstep: Class 5 contains 309 members 
Mstep: Class 6 contains 2385 members 
Mstep: Class 7 contains 11438 members 
Mstep: Class 8 contains 16743 members 
Mstep: Class 9 contains 981 members 
Mstep: Class 10 contains 16281 members 
Mstep: Class 11 contains 24011 members 
Mstep: Class 12 contains 17178 members 
Mstep: Class 13 contains 129886 members 
Mstep: Class 14 contains 24214 members 
Mstep: Class 15 contains 10717 members 
Mstep: Class 16 contains 24246 members 
Mstep: Class 17 contains 41501 members 
Mstep: Class 18 contains 176131 members 
Mstep: Class 19 contains 4155 members 
Mstep: Class 20 contains 4509 members 
Mstep: Class 21 contains 31822 members 
Mstep: Class 22 contains 10622 members 
Mstep: Class 23 contains 1099 members 
Mstep: Class 24 contains 17951 members 
Mstep: Class 25 contains 8042 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 6226 members 
Mstep: Class 28 contains 6365 members 
Mstep: Class 29 contains 6685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65928492.000000 Penalty: 63012.507812
Iteration 73Q: 30 clusters Score -6.592849e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 16038 members 
Mstep: Class 3 contains 5069 members 
Mstep: Class 4 contains 20949 members 
Mstep: Class 5 contains 309 members 
Mstep: Class 6 contains 2387 members 
Mstep: Class 7 contains 11466 members 
Mstep: Class 8 contains 16848 members 
Mstep: Class 9 contains 978 members 
Mstep: Class 10 contains 16198 members 
Mstep: Class 11 contains 24668 members 
Mstep: Class 12 contains 17178 members 
Mstep: Class 13 contains 129865 members 
Mstep: Class 14 contains 24233 members 
Mstep: Class 15 contains 10717 members 
Mstep: Class 16 contains 24243 members 
Mstep: Class 17 contains 41559 members 
Mstep: Class 18 contains 175495 members 
Mstep: Class 19 contains 4155 members 
Mstep: Class 20 contains 4509 members 
Mstep: Class 21 contains 31768 members 
Mstep: Class 22 contains 10621 members 
Mstep: Class 23 contains 1088 members 
Mstep: Class 24 contains 17958 members 
Mstep: Class 25 contains 8071 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 6180 members 
Mstep: Class 28 contains 6360 members 
Mstep: Class 29 contains 6705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65928792.000000 Penalty: 63012.507812
Iteration 74Q: 30 clusters Score -6.592879e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 16038 members 
Mstep: Class 3 contains 5083 members 
Mstep: Class 4 contains 20893 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2395 members 
Mstep: Class 7 contains 11503 members 
Mstep: Class 8 contains 16927 members 
Mstep: Class 9 contains 976 members 
Mstep: Class 10 contains 16119 members 
Mstep: Class 11 contains 25307 members 
Mstep: Class 12 contains 17175 members 
Mstep: Class 13 contains 129865 members 
Mstep: Class 14 contains 24239 members 
Mstep: Class 15 contains 10711 members 
Mstep: Class 16 contains 24239 members 
Mstep: Class 17 contains 41603 members 
Mstep: Class 18 contains 174855 members 
Mstep: Class 19 contains 4155 members 
Mstep: Class 20 contains 4510 members 
Mstep: Class 21 contains 31725 members 
Mstep: Class 22 contains 10621 members 
Mstep: Class 23 contains 1079 members 
Mstep: Class 24 contains 17961 members 
Mstep: Class 25 contains 8109 members 
Mstep: Class 26 contains 1741 members 
Mstep: Class 27 contains 6134 members 
Mstep: Class 28 contains 6361 members 
Mstep: Class 29 contains 6724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65929004.000000 Penalty: 63012.507812
Iteration 75Q: 30 clusters Score -6.5929e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 16032 members 
Mstep: Class 3 contains 5091 members 
Mstep: Class 4 contains 20840 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2397 members 
Mstep: Class 7 contains 11514 members 
Mstep: Class 8 contains 17018 members 
Mstep: Class 9 contains 977 members 
Mstep: Class 10 contains 16046 members 
Mstep: Class 11 contains 25906 members 
Mstep: Class 12 contains 17168 members 
Mstep: Class 13 contains 129869 members 
Mstep: Class 14 contains 24273 members 
Mstep: Class 15 contains 10715 members 
Mstep: Class 16 contains 24241 members 
Mstep: Class 17 contains 41664 members 
Mstep: Class 18 contains 174215 members 
Mstep: Class 19 contains 4155 members 
Mstep: Class 20 contains 4513 members 
Mstep: Class 21 contains 31685 members 
Mstep: Class 22 contains 10623 members 
Mstep: Class 23 contains 1076 members 
Mstep: Class 24 contains 17968 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 1740 members 
Mstep: Class 27 contains 6092 members 
Mstep: Class 28 contains 6359 members 
Mstep: Class 29 contains 6739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65929200.000000 Penalty: 63012.507812
Iteration 76Q: 30 clusters Score -6.59292e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 16035 members 
Mstep: Class 3 contains 5099 members 
Mstep: Class 4 contains 20782 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2398 members 
Mstep: Class 7 contains 11535 members 
Mstep: Class 8 contains 17091 members 
Mstep: Class 9 contains 979 members 
Mstep: Class 10 contains 15958 members 
Mstep: Class 11 contains 26441 members 
Mstep: Class 12 contains 17166 members 
Mstep: Class 13 contains 129886 members 
Mstep: Class 14 contains 24298 members 
Mstep: Class 15 contains 10716 members 
Mstep: Class 16 contains 24250 members 
Mstep: Class 17 contains 41729 members 
Mstep: Class 18 contains 173621 members 
Mstep: Class 19 contains 4155 members 
Mstep: Class 20 contains 4514 members 
Mstep: Class 21 contains 31660 members 
Mstep: Class 22 contains 10623 members 
Mstep: Class 23 contains 1072 members 
Mstep: Class 24 contains 17982 members 
Mstep: Class 25 contains 8160 members 
Mstep: Class 26 contains 1742 members 
Mstep: Class 27 contains 6058 members 
Mstep: Class 28 contains 6358 members 
Mstep: Class 29 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65929436.000000 Penalty: 63012.507812
Iteration 77Q: 30 clusters Score -6.592944e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 16037 members 
Mstep: Class 3 contains 5109 members 
Mstep: Class 4 contains 20715 members 
Mstep: Class 5 contains 307 members 
Mstep: Class 6 contains 2398 members 
Mstep: Class 7 contains 11549 members 
Mstep: Class 8 contains 17157 members 
Mstep: Class 9 contains 982 members 
Mstep: Class 10 contains 15894 members 
Mstep: Class 11 contains 26875 members 
Mstep: Class 12 contains 17167 members 
Mstep: Class 13 contains 129923 members 
Mstep: Class 14 contains 24351 members 
Mstep: Class 15 contains 10715 members 
Mstep: Class 16 contains 24266 members 
Mstep: Class 17 contains 41772 members 
Mstep: Class 18 contains 173089 members 
Mstep: Class 19 contains 4155 members 
Mstep: Class 20 contains 4516 members 
Mstep: Class 21 contains 31636 members 
Mstep: Class 22 contains 10623 members 
Mstep: Class 23 contains 1067 members 
Mstep: Class 24 contains 18007 members 
Mstep: Class 25 contains 8183 members 
Mstep: Class 26 contains 1743 members 
Mstep: Class 27 contains 6027 members 
Mstep: Class 28 contains 6356 members 
Mstep: Class 29 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65929588.000000 Penalty: 63012.507812
Iteration 78Q: 30 clusters Score -6.592959e+07 nChanged 1301
Entering ConstructFrom: 
Score: -65929588.000000 Penalty: 63012.507812
Entering ConstructFrom: 
Trying to split cluster 1 (3896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Entering Unmasked Estep 
Score: -382417.625000 Penalty: 1343.502197
	Iteration 0F: 2 clusters Score -382417.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -379212.625000 Penalty: 2687.004395
	Iteration 0F: 3 clusters Score -379212.6 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -380587.031250 Penalty: 2687.004395
	Iteration 1F: 3 clusters Score -380587 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -381063.406250 Penalty: 2687.004395
	Iteration 2F: 3 clusters Score -381063.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -381699.718750 Penalty: 2687.004395
	Iteration 3F: 3 clusters Score -381699.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -383138.968750 Penalty: 2687.004395
	Iteration 4F: 3 clusters Score -383139 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -384528.093750 Penalty: 2687.004395
	Iteration 5F: 3 clusters Score -384528.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -385327.437500 Penalty: 2687.004395
	Iteration 6F: 3 clusters Score -385327.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -385761.375000 Penalty: 2687.004395
	Iteration 7F: 3 clusters Score -385761.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -385957.687500 Penalty: 2687.004395
	Iteration 8Q: 3 clusters Score -385957.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -386090.812500 Penalty: 2687.004395
	Iteration 9Q: 3 clusters Score -386090.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -386203.375000 Penalty: 2687.004395
	Iteration 10Q: 3 clusters Score -386203.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -386271.281250 Penalty: 2687.004395
	Iteration 11Q: 3 clusters Score -386271.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -386315.875000 Penalty: 2687.004395
	Iteration 12Q: 3 clusters Score -386315.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -386335.906250 Penalty: 2687.004395
	Iteration 13Q: 3 clusters Score -386335.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -386345.062500 Penalty: 2687.004395
	Iteration 14Q: 3 clusters Score -386345.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -386351.750000 Penalty: 2687.004395
	Iteration 15Q: 3 clusters Score -386351.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -386353.250000 Penalty: 2687.004395
	Iteration 16Q: 3 clusters Score -386353.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -386353.531250 Penalty: 2687.004395
	Iteration 17Q: 3 clusters Score -386353.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -386353.531250 Penalty: 2687.004395
	Iteration 18F: 3 clusters Score -386353.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 16043 members 
Mstep: Class 3 contains 5119 members 
Mstep: Class 4 contains 20674 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2397 members 
Mstep: Class 7 contains 11558 members 
Mstep: Class 8 contains 17209 members 
Mstep: Class 9 contains 982 members 
Mstep: Class 10 contains 15847 members 
Mstep: Class 11 contains 27285 members 
Mstep: Class 12 contains 17161 members 
Mstep: Class 13 contains 129972 members 
Mstep: Class 14 contains 24402 members 
Mstep: Class 15 contains 10713 members 
Mstep: Class 16 contains 24275 members 
Mstep: Class 17 contains 41810 members 
Mstep: Class 18 contains 172581 members 
Mstep: Class 19 contains 4155 members 
Mstep: Class 20 contains 4518 members 
Mstep: Class 21 contains 31610 members 
Mstep: Class 22 contains 10619 members 
Mstep: Class 23 contains 1059 members 
Mstep: Class 24 contains 18018 members 
Mstep: Class 25 contains 8215 members 
Mstep: Class 26 contains 1743 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 6357 members 
Mstep: Class 29 contains 6748 members 
Mstep: Class 30 contains 552 members 
Entering Unmasked Estep 
Score: -65932772.000000 Penalty: 65185.351562
Splitting cluster 1 changes total score from -65929588.000000 to -65932772.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 2 (16043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Entering Unmasked Estep 
Score: -1658804.500000 Penalty: 1573.492065
	Iteration 0F: 2 clusters Score -1658804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1647843.750000 Penalty: 3146.984131
	Iteration 0F: 3 clusters Score -1647844 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1652084.500000 Penalty: 3146.984131
	Iteration 1F: 3 clusters Score -1652084 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1652804.375000 Penalty: 3146.984131
	Iteration 2F: 3 clusters Score -1652804 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1653551.000000 Penalty: 3146.984131
	Iteration 3F: 3 clusters Score -1653551 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1654339.875000 Penalty: 3146.984131
	Iteration 4F: 3 clusters Score -1654340 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1655244.125000 Penalty: 3146.984131
	Iteration 5F: 3 clusters Score -1655244 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1656123.500000 Penalty: 3146.984131
	Iteration 6F: 3 clusters Score -1656124 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1656878.250000 Penalty: 3146.984131
	Iteration 7F: 3 clusters Score -1656878 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1657411.625000 Penalty: 3146.984131
	Iteration 8Q: 3 clusters Score -1657412 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1657722.000000 Penalty: 3146.984131
	Iteration 9Q: 3 clusters Score -1657722 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1657866.625000 Penalty: 3146.984131
	Iteration 10Q: 3 clusters Score -1657867 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1657922.250000 Penalty: 3146.984131
	Iteration 11Q: 3 clusters Score -1657922 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1657959.000000 Penalty: 3146.984131
	Iteration 12Q: 3 clusters Score -1657959 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1657980.125000 Penalty: 3146.984131
	Iteration 13Q: 3 clusters Score -1657980 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1657985.000000 Penalty: 3146.984131
	Iteration 14Q: 3 clusters Score -1657985 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1657985.750000 Penalty: 3146.984131
	Iteration 15Q: 3 clusters Score -1657986 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1657995.125000 Penalty: 3146.984131
	Iteration 16Q: 3 clusters Score -1657995 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1658003.000000 Penalty: 3146.984131
	Iteration 17Q: 3 clusters Score -1658003 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1658009.750000 Penalty: 3146.984131
	Iteration 18Q: 3 clusters Score -1658010 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1658020.875000 Penalty: 3146.984131
	Iteration 19Q: 3 clusters Score -1658021 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1658021.000000 Penalty: 3146.984131
	Iteration 20F: 3 clusters Score -1658021 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1658029.125000 Penalty: 3146.984131
	Iteration 21Q: 3 clusters Score -1658029 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1658033.500000 Penalty: 3146.984131
	Iteration 22Q: 3 clusters Score -1658034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1658042.000000 Penalty: 3146.984131
	Iteration 23Q: 3 clusters Score -1658042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1658048.750000 Penalty: 3146.984131
	Iteration 24Q: 3 clusters Score -1658049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1658052.000000 Penalty: 3146.984131
	Iteration 25Q: 3 clusters Score -1658052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1658053.125000 Penalty: 3146.984131
	Iteration 26Q: 3 clusters Score -1658053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1658058.250000 Penalty: 3146.984131
	Iteration 27Q: 3 clusters Score -1658058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1658055.625000 Penalty: 3146.984131
	Iteration 28Q: 3 clusters Score -1658056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1658053.750000 Penalty: 3146.984131
	Iteration 29Q: 3 clusters Score -1658054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1658059.875000 Penalty: 3146.984131
	Iteration 30Q: 3 clusters Score -1658060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1658060.125000 Penalty: 3146.984131
	Iteration 31Q: 3 clusters Score -1658060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1658066.500000 Penalty: 3146.984131
	Iteration 32Q: 3 clusters Score -1658066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1658066.625000 Penalty: 3146.984131
	Iteration 33Q: 3 clusters Score -1658067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1658067.000000 Penalty: 3146.984131
	Iteration 34Q: 3 clusters Score -1658067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1658069.875000 Penalty: 3146.984131
	Iteration 35Q: 3 clusters Score -1658070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1658070.125000 Penalty: 3146.984131
	Iteration 36Q: 3 clusters Score -1658070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1658073.375000 Penalty: 3146.984131
	Iteration 37Q: 3 clusters Score -1658073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1658077.000000 Penalty: 3146.984131
	Iteration 38Q: 3 clusters Score -1658077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1658080.375000 Penalty: 3146.984131
	Iteration 39Q: 3 clusters Score -1658080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1658087.375000 Penalty: 3146.984131
	Iteration 40F: 3 clusters Score -1658087 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1658088.875000 Penalty: 3146.984131
	Iteration 41Q: 3 clusters Score -1658089 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1658095.000000 Penalty: 3146.984131
	Iteration 42Q: 3 clusters Score -1658095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1658096.875000 Penalty: 3146.984131
	Iteration 43Q: 3 clusters Score -1658097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1658096.625000 Penalty: 3146.984131
	Iteration 44Q: 3 clusters Score -1658097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1658096.125000 Penalty: 3146.984131
	Iteration 45Q: 3 clusters Score -1658096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1658101.625000 Penalty: 3146.984131
	Iteration 46Q: 3 clusters Score -1658102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1658103.125000 Penalty: 3146.984131
	Iteration 47Q: 3 clusters Score -1658103 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1658112.125000 Penalty: 3146.984131
	Iteration 48Q: 3 clusters Score -1658112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1658118.375000 Penalty: 3146.984131
	Iteration 49Q: 3 clusters Score -1658118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1658121.375000 Penalty: 3146.984131
	Iteration 50Q: 3 clusters Score -1658121 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1658125.750000 Penalty: 3146.984131
	Iteration 51Q: 3 clusters Score -1658126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1658125.750000 Penalty: 3146.984131
	Iteration 52Q: 3 clusters Score -1658126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1658130.125000 Penalty: 3146.984131
	Iteration 53Q: 3 clusters Score -1658130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1658135.375000 Penalty: 3146.984131
	Iteration 54Q: 3 clusters Score -1658135 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1658140.125000 Penalty: 3146.984131
	Iteration 55Q: 3 clusters Score -1658140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1658144.625000 Penalty: 3146.984131
	Iteration 56Q: 3 clusters Score -1658145 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1658149.625000 Penalty: 3146.984131
	Iteration 57Q: 3 clusters Score -1658150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1658158.250000 Penalty: 3146.984131
	Iteration 58Q: 3 clusters Score -1658158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1658161.625000 Penalty: 3146.984131
	Iteration 59Q: 3 clusters Score -1658162 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1658170.000000 Penalty: 3146.984131
	Iteration 60F: 3 clusters Score -1658170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1658174.000000 Penalty: 3146.984131
	Iteration 61Q: 3 clusters Score -1658174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1658182.250000 Penalty: 3146.984131
	Iteration 62Q: 3 clusters Score -1658182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1658183.875000 Penalty: 3146.984131
	Iteration 63Q: 3 clusters Score -1658184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1658182.625000 Penalty: 3146.984131
	Iteration 64Q: 3 clusters Score -1658183 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1658187.250000 Penalty: 3146.984131
	Iteration 65Q: 3 clusters Score -1658187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1658193.000000 Penalty: 3146.984131
	Iteration 66Q: 3 clusters Score -1658193 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1658190.000000 Penalty: 3146.984131
	Iteration 67Q: 3 clusters Score -1658190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1658198.375000 Penalty: 3146.984131
	Iteration 68Q: 3 clusters Score -1658198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1658201.875000 Penalty: 3146.984131
	Iteration 69Q: 3 clusters Score -1658202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1658202.625000 Penalty: 3146.984131
	Iteration 70Q: 3 clusters Score -1658203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1658207.750000 Penalty: 3146.984131
	Iteration 71Q: 3 clusters Score -1658208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1658212.750000 Penalty: 3146.984131
	Iteration 72Q: 3 clusters Score -1658213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1658212.500000 Penalty: 3146.984131
	Iteration 73Q: 3 clusters Score -1658212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1658217.125000 Penalty: 3146.984131
	Iteration 74Q: 3 clusters Score -1658217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1658217.375000 Penalty: 3146.984131
	Iteration 75Q: 3 clusters Score -1658217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1658221.750000 Penalty: 3146.984131
	Iteration 76Q: 3 clusters Score -1658222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1658230.875000 Penalty: 3146.984131
	Iteration 77Q: 3 clusters Score -1658231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1658229.375000 Penalty: 3146.984131
	Iteration 78Q: 3 clusters Score -1658229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1658226.750000 Penalty: 3146.984131
	Iteration 79Q: 3 clusters Score -1658227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1658231.250000 Penalty: 3146.984131
	Iteration 80F: 3 clusters Score -1658231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1658228.375000 Penalty: 3146.984131
	Iteration 81Q: 3 clusters Score -1658228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1658230.750000 Penalty: 3146.984131
	Iteration 82Q: 3 clusters Score -1658231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1658231.250000 Penalty: 3146.984131
	Iteration 83Q: 3 clusters Score -1658231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1658232.375000 Penalty: 3146.984131
	Iteration 84Q: 3 clusters Score -1658232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1658233.875000 Penalty: 3146.984131
	Iteration 85Q: 3 clusters Score -1658234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1658234.125000 Penalty: 3146.984131
	Iteration 86Q: 3 clusters Score -1658234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1658234.125000 Penalty: 3146.984131
	Iteration 87F: 3 clusters Score -1658234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Entering Unmasked Estep 
Score: -540776.000000 Penalty: 1387.866089
	Iteration 0F: 2 clusters Score -540776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -536832.250000 Penalty: 2775.732178
	Iteration 0F: 3 clusters Score -536832.2 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -538070.875000 Penalty: 2775.732178
	Iteration 1F: 3 clusters Score -538070.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -538339.312500 Penalty: 2775.732178
	Iteration 2F: 3 clusters Score -538339.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -538523.812500 Penalty: 2775.732178
	Iteration 3F: 3 clusters Score -538523.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -538662.687500 Penalty: 2775.732178
	Iteration 4Q: 3 clusters Score -538662.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -538758.312500 Penalty: 2775.732178
	Iteration 5Q: 3 clusters Score -538758.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -538848.437500 Penalty: 2775.732178
	Iteration 6Q: 3 clusters Score -538848.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -538924.500000 Penalty: 2775.732178
	Iteration 7Q: 3 clusters Score -538924.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -538989.687500 Penalty: 2775.732178
	Iteration 8Q: 3 clusters Score -538989.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -539039.562500 Penalty: 2775.732178
	Iteration 9Q: 3 clusters Score -539039.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -539085.250000 Penalty: 2775.732178
	Iteration 10Q: 3 clusters Score -539085.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -539137.250000 Penalty: 2775.732178
	Iteration 11Q: 3 clusters Score -539137.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -539190.875000 Penalty: 2775.732178
	Iteration 12Q: 3 clusters Score -539190.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -539236.125000 Penalty: 2775.732178
	Iteration 13Q: 3 clusters Score -539236.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -539281.937500 Penalty: 2775.732178
	Iteration 14Q: 3 clusters Score -539281.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -539336.562500 Penalty: 2775.732178
	Iteration 15Q: 3 clusters Score -539336.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -539388.000000 Penalty: 2775.732178
	Iteration 16Q: 3 clusters Score -539388 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -539420.750000 Penalty: 2775.732178
	Iteration 17Q: 3 clusters Score -539420.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -539451.000000 Penalty: 2775.732178
	Iteration 18Q: 3 clusters Score -539451 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -539476.625000 Penalty: 2775.732178
	Iteration 19Q: 3 clusters Score -539476.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -539498.687500 Penalty: 2775.732178
	Iteration 20F: 3 clusters Score -539498.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -539511.375000 Penalty: 2775.732178
	Iteration 21Q: 3 clusters Score -539511.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -539525.937500 Penalty: 2775.732178
	Iteration 22Q: 3 clusters Score -539525.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -539537.625000 Penalty: 2775.732178
	Iteration 23Q: 3 clusters Score -539537.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -539554.937500 Penalty: 2775.732178
	Iteration 24Q: 3 clusters Score -539554.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -539569.375000 Penalty: 2775.732178
	Iteration 25Q: 3 clusters Score -539569.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -539583.000000 Penalty: 2775.732178
	Iteration 26Q: 3 clusters Score -539583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -539592.125000 Penalty: 2775.732178
	Iteration 27Q: 3 clusters Score -539592.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -539597.937500 Penalty: 2775.732178
	Iteration 28Q: 3 clusters Score -539597.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -539601.937500 Penalty: 2775.732178
	Iteration 29Q: 3 clusters Score -539601.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -539606.312500 Penalty: 2775.732178
	Iteration 30Q: 3 clusters Score -539606.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -539608.500000 Penalty: 2775.732178
	Iteration 31Q: 3 clusters Score -539608.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -539610.625000 Penalty: 2775.732178
	Iteration 32Q: 3 clusters Score -539610.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -539612.875000 Penalty: 2775.732178
	Iteration 33Q: 3 clusters Score -539612.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -539615.812500 Penalty: 2775.732178
	Iteration 34Q: 3 clusters Score -539615.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -539618.687500 Penalty: 2775.732178
	Iteration 35Q: 3 clusters Score -539618.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -539619.625000 Penalty: 2775.732178
	Iteration 36Q: 3 clusters Score -539619.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -539621.625000 Penalty: 2775.732178
	Iteration 37Q: 3 clusters Score -539621.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -539624.000000 Penalty: 2775.732178
	Iteration 38Q: 3 clusters Score -539624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -539626.125000 Penalty: 2775.732178
	Iteration 39Q: 3 clusters Score -539626.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -539628.250000 Penalty: 2775.732178
	Iteration 40F: 3 clusters Score -539628.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -539631.875000 Penalty: 2775.732178
	Iteration 41Q: 3 clusters Score -539631.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -539634.187500 Penalty: 2775.732178
	Iteration 42Q: 3 clusters Score -539634.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -539638.250000 Penalty: 2775.732178
	Iteration 43Q: 3 clusters Score -539638.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -539640.875000 Penalty: 2775.732178
	Iteration 44Q: 3 clusters Score -539640.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -539644.687500 Penalty: 2775.732178
	Iteration 45Q: 3 clusters Score -539644.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -539651.062500 Penalty: 2775.732178
	Iteration 46Q: 3 clusters Score -539651.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -539654.562500 Penalty: 2775.732178
	Iteration 47Q: 3 clusters Score -539654.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -539657.687500 Penalty: 2775.732178
	Iteration 48Q: 3 clusters Score -539657.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -539659.187500 Penalty: 2775.732178
	Iteration 49Q: 3 clusters Score -539659.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -539662.125000 Penalty: 2775.732178
	Iteration 50Q: 3 clusters Score -539662.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -539664.750000 Penalty: 2775.732178
	Iteration 51Q: 3 clusters Score -539664.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -539666.687500 Penalty: 2775.732178
	Iteration 52Q: 3 clusters Score -539666.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -539668.562500 Penalty: 2775.732178
	Iteration 53Q: 3 clusters Score -539668.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -539669.250000 Penalty: 2775.732178
	Iteration 54Q: 3 clusters Score -539669.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -539669.250000 Penalty: 2775.732178
	Iteration 55F: 3 clusters Score -539669.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Entering Unmasked Estep 
Score: -2198105.000000 Penalty: 1614.702759
	Iteration 0F: 2 clusters Score -2198105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2183996.500000 Penalty: 3229.405518
	Iteration 0F: 3 clusters Score -2183996 nChanged 9315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2189016.250000 Penalty: 3229.405518
	Iteration 1F: 3 clusters Score -2189016 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2189372.750000 Penalty: 3229.405518
	Iteration 2Q: 3 clusters Score -2189373 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2189751.500000 Penalty: 3229.405518
	Iteration 3Q: 3 clusters Score -2189752 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2190152.250000 Penalty: 3229.405518
	Iteration 4Q: 3 clusters Score -2190152 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2190687.500000 Penalty: 3229.405518
	Iteration 5Q: 3 clusters Score -2190688 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2191333.250000 Penalty: 3229.405518
	Iteration 6F: 3 clusters Score -2191333 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2192125.500000 Penalty: 3229.405518
	Iteration 7F: 3 clusters Score -2192126 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2193071.500000 Penalty: 3229.405518
	Iteration 8F: 3 clusters Score -2193072 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2194138.250000 Penalty: 3229.405518
	Iteration 9F: 3 clusters Score -2194138 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2195084.000000 Penalty: 3229.405518
	Iteration 10F: 3 clusters Score -2195084 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2195761.000000 Penalty: 3229.405518
	Iteration 11Q: 3 clusters Score -2195761 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -2196180.250000 Penalty: 3229.405518
	Iteration 12Q: 3 clusters Score -2196180 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -2196417.500000 Penalty: 3229.405518
	Iteration 13Q: 3 clusters Score -2196418 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -2196533.750000 Penalty: 3229.405518
	Iteration 14Q: 3 clusters Score -2196534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -2196598.500000 Penalty: 3229.405518
	Iteration 15Q: 3 clusters Score -2196598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -2196637.500000 Penalty: 3229.405518
	Iteration 16Q: 3 clusters Score -2196638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2196676.500000 Penalty: 3229.405518
	Iteration 17Q: 3 clusters Score -2196676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2196690.250000 Penalty: 3229.405518
	Iteration 18Q: 3 clusters Score -2196690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2196701.000000 Penalty: 3229.405518
	Iteration 19Q: 3 clusters Score -2196701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -2196708.250000 Penalty: 3229.405518
	Iteration 20F: 3 clusters Score -2196708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -2196708.500000 Penalty: 3229.405518
	Iteration 21Q: 3 clusters Score -2196708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -2196712.500000 Penalty: 3229.405518
	Iteration 22Q: 3 clusters Score -2196712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2196717.750000 Penalty: 3229.405518
	Iteration 23Q: 3 clusters Score -2196718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2196719.750000 Penalty: 3229.405518
	Iteration 24Q: 3 clusters Score -2196720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2196719.750000 Penalty: 3229.405518
	Iteration 25F: 3 clusters Score -2196720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -28836.761719 Penalty: 931.141174
	Iteration 0F: 2 clusters Score -28836.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28020.517578 Penalty: 1862.282349
	Iteration 0F: 3 clusters Score -28020.52 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28164.792969 Penalty: 1862.282349
	Iteration 1F: 3 clusters Score -28164.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28207.576172 Penalty: 1862.282349
	Iteration 2F: 3 clusters Score -28207.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -28220.242188 Penalty: 1862.282349
	Iteration 3Q: 3 clusters Score -28220.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -28224.912109 Penalty: 1862.282349
	Iteration 4Q: 3 clusters Score -28224.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -28229.078125 Penalty: 1862.282349
	Iteration 5Q: 3 clusters Score -28229.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -28234.423828 Penalty: 1862.282349
	Iteration 6Q: 3 clusters Score -28234.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -28246.994141 Penalty: 1862.282349
	Iteration 7Q: 3 clusters Score -28246.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -28255.892578 Penalty: 1862.282349
	Iteration 8Q: 3 clusters Score -28255.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -28257.759766 Penalty: 1862.282349
	Iteration 9Q: 3 clusters Score -28257.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -28257.759766 Penalty: 1862.282349
	Iteration 10F: 3 clusters Score -28257.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Entering Unmasked Estep 
Score: -251105.125000 Penalty: 1264.570679
	Iteration 0F: 2 clusters Score -251105.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -248795.343750 Penalty: 2529.141357
	Iteration 0F: 3 clusters Score -248795.3 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -249352.640625 Penalty: 2529.141357
	Iteration 1F: 3 clusters Score -249352.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -249524.234375 Penalty: 2529.141357
	Iteration 2F: 3 clusters Score -249524.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -249622.218750 Penalty: 2529.141357
	Iteration 3F: 3 clusters Score -249622.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -249691.375000 Penalty: 2529.141357
	Iteration 4Q: 3 clusters Score -249691.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -249742.312500 Penalty: 2529.141357
	Iteration 5Q: 3 clusters Score -249742.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -249778.953125 Penalty: 2529.141357
	Iteration 6Q: 3 clusters Score -249779 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -249810.281250 Penalty: 2529.141357
	Iteration 7Q: 3 clusters Score -249810.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -249827.828125 Penalty: 2529.141357
	Iteration 8Q: 3 clusters Score -249827.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -249844.125000 Penalty: 2529.141357
	Iteration 9Q: 3 clusters Score -249844.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -249869.406250 Penalty: 2529.141357
	Iteration 10Q: 3 clusters Score -249869.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -249894.953125 Penalty: 2529.141357
	Iteration 11Q: 3 clusters Score -249895 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -249909.265625 Penalty: 2529.141357
	Iteration 12Q: 3 clusters Score -249909.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -249925.359375 Penalty: 2529.141357
	Iteration 13Q: 3 clusters Score -249925.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -249939.187500 Penalty: 2529.141357
	Iteration 14Q: 3 clusters Score -249939.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -249950.937500 Penalty: 2529.141357
	Iteration 15Q: 3 clusters Score -249950.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -249967.421875 Penalty: 2529.141357
	Iteration 16Q: 3 clusters Score -249967.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -249982.484375 Penalty: 2529.141357
	Iteration 17Q: 3 clusters Score -249982.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -249994.765625 Penalty: 2529.141357
	Iteration 18Q: 3 clusters Score -249994.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -250011.171875 Penalty: 2529.141357
	Iteration 19Q: 3 clusters Score -250011.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -250023.437500 Penalty: 2529.141357
	Iteration 20F: 3 clusters Score -250023.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -250030.500000 Penalty: 2529.141357
	Iteration 21Q: 3 clusters Score -250030.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -250038.468750 Penalty: 2529.141357
	Iteration 22Q: 3 clusters Score -250038.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -250045.359375 Penalty: 2529.141357
	Iteration 23Q: 3 clusters Score -250045.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -250050.953125 Penalty: 2529.141357
	Iteration 24Q: 3 clusters Score -250051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -250054.656250 Penalty: 2529.141357
	Iteration 25Q: 3 clusters Score -250054.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -250059.218750 Penalty: 2529.141357
	Iteration 26Q: 3 clusters Score -250059.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -250061.531250 Penalty: 2529.141357
	Iteration 27Q: 3 clusters Score -250061.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -250063.812500 Penalty: 2529.141357
	Iteration 28Q: 3 clusters Score -250063.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -250068.093750 Penalty: 2529.141357
	Iteration 29Q: 3 clusters Score -250068.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -250070.343750 Penalty: 2529.141357
	Iteration 30Q: 3 clusters Score -250070.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -250073.875000 Penalty: 2529.141357
	Iteration 31Q: 3 clusters Score -250073.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -250077.515625 Penalty: 2529.141357
	Iteration 32Q: 3 clusters Score -250077.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -250082.046875 Penalty: 2529.141357
	Iteration 33Q: 3 clusters Score -250082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -250083.578125 Penalty: 2529.141357
	Iteration 34Q: 3 clusters Score -250083.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -250086.406250 Penalty: 2529.141357
	Iteration 35Q: 3 clusters Score -250086.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -250087.875000 Penalty: 2529.141357
	Iteration 36Q: 3 clusters Score -250087.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -250089.203125 Penalty: 2529.141357
	Iteration 37Q: 3 clusters Score -250089.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -250089.921875 Penalty: 2529.141357
	Iteration 38Q: 3 clusters Score -250089.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -250091.796875 Penalty: 2529.141357
	Iteration 39Q: 3 clusters Score -250091.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -250091.984375 Penalty: 2529.141357
	Iteration 40F: 3 clusters Score -250092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Entering Unmasked Estep 
Score: -1223640.375000 Penalty: 1520.209106
	Iteration 0F: 2 clusters Score -1223640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1215508.250000 Penalty: 3040.418213
	Iteration 0F: 3 clusters Score -1215508 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1218208.375000 Penalty: 3040.418213
	Iteration 1F: 3 clusters Score -1218208 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1218474.625000 Penalty: 3040.418213
	Iteration 2F: 3 clusters Score -1218475 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1218687.125000 Penalty: 3040.418213
	Iteration 3Q: 3 clusters Score -1218687 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1218858.500000 Penalty: 3040.418213
	Iteration 4Q: 3 clusters Score -1218858 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1218990.250000 Penalty: 3040.418213
	Iteration 5Q: 3 clusters Score -1218990 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1219113.750000 Penalty: 3040.418213
	Iteration 6Q: 3 clusters Score -1219114 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1219236.250000 Penalty: 3040.418213
	Iteration 7Q: 3 clusters Score -1219236 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1219370.625000 Penalty: 3040.418213
	Iteration 8Q: 3 clusters Score -1219371 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1219506.375000 Penalty: 3040.418213
	Iteration 9Q: 3 clusters Score -1219506 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1219685.000000 Penalty: 3040.418213
	Iteration 10Q: 3 clusters Score -1219685 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1219876.625000 Penalty: 3040.418213
	Iteration 11Q: 3 clusters Score -1219877 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1220100.875000 Penalty: 3040.418213
	Iteration 12Q: 3 clusters Score -1220101 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1220351.000000 Penalty: 3040.418213
	Iteration 13Q: 3 clusters Score -1220351 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1220564.625000 Penalty: 3040.418213
	Iteration 14Q: 3 clusters Score -1220565 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1220723.875000 Penalty: 3040.418213
	Iteration 15Q: 3 clusters Score -1220724 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1220838.125000 Penalty: 3040.418213
	Iteration 16Q: 3 clusters Score -1220838 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1220905.375000 Penalty: 3040.418213
	Iteration 17Q: 3 clusters Score -1220905 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1220958.625000 Penalty: 3040.418213
	Iteration 18Q: 3 clusters Score -1220959 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1220996.875000 Penalty: 3040.418213
	Iteration 19Q: 3 clusters Score -1220997 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1221025.750000 Penalty: 3040.418213
	Iteration 20F: 3 clusters Score -1221026 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1221058.625000 Penalty: 3040.418213
	Iteration 21Q: 3 clusters Score -1221059 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1221087.750000 Penalty: 3040.418213
	Iteration 22Q: 3 clusters Score -1221088 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1221121.375000 Penalty: 3040.418213
	Iteration 23Q: 3 clusters Score -1221121 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1221143.750000 Penalty: 3040.418213
	Iteration 24Q: 3 clusters Score -1221144 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1221164.875000 Penalty: 3040.418213
	Iteration 25Q: 3 clusters Score -1221165 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1221181.500000 Penalty: 3040.418213
	Iteration 26Q: 3 clusters Score -1221182 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1221198.750000 Penalty: 3040.418213
	Iteration 27Q: 3 clusters Score -1221199 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1221210.875000 Penalty: 3040.418213
	Iteration 28Q: 3 clusters Score -1221211 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1221221.000000 Penalty: 3040.418213
	Iteration 29Q: 3 clusters Score -1221221 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1221232.375000 Penalty: 3040.418213
	Iteration 30Q: 3 clusters Score -1221232 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1221246.375000 Penalty: 3040.418213
	Iteration 31Q: 3 clusters Score -1221246 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1221265.000000 Penalty: 3040.418213
	Iteration 32Q: 3 clusters Score -1221265 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1221285.375000 Penalty: 3040.418213
	Iteration 33Q: 3 clusters Score -1221285 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1221297.875000 Penalty: 3040.418213
	Iteration 34Q: 3 clusters Score -1221298 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1221319.250000 Penalty: 3040.418213
	Iteration 35Q: 3 clusters Score -1221319 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1221342.250000 Penalty: 3040.418213
	Iteration 36Q: 3 clusters Score -1221342 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1221364.500000 Penalty: 3040.418213
	Iteration 37Q: 3 clusters Score -1221364 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1221397.000000 Penalty: 3040.418213
	Iteration 38Q: 3 clusters Score -1221397 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1221421.875000 Penalty: 3040.418213
	Iteration 39Q: 3 clusters Score -1221422 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1221444.500000 Penalty: 3040.418213
	Iteration 40F: 3 clusters Score -1221444 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1221469.250000 Penalty: 3040.418213
	Iteration 41Q: 3 clusters Score -1221469 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1221496.375000 Penalty: 3040.418213
	Iteration 42Q: 3 clusters Score -1221496 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1221533.750000 Penalty: 3040.418213
	Iteration 43Q: 3 clusters Score -1221534 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1221578.625000 Penalty: 3040.418213
	Iteration 44Q: 3 clusters Score -1221579 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1221620.750000 Penalty: 3040.418213
	Iteration 45Q: 3 clusters Score -1221621 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1221666.250000 Penalty: 3040.418213
	Iteration 46Q: 3 clusters Score -1221666 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1221697.500000 Penalty: 3040.418213
	Iteration 47Q: 3 clusters Score -1221698 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1221729.250000 Penalty: 3040.418213
	Iteration 48Q: 3 clusters Score -1221729 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1221757.875000 Penalty: 3040.418213
	Iteration 49Q: 3 clusters Score -1221758 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1221792.875000 Penalty: 3040.418213
	Iteration 50Q: 3 clusters Score -1221793 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1221827.000000 Penalty: 3040.418213
	Iteration 51Q: 3 clusters Score -1221827 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1221861.125000 Penalty: 3040.418213
	Iteration 52Q: 3 clusters Score -1221861 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1221902.125000 Penalty: 3040.418213
	Iteration 53Q: 3 clusters Score -1221902 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1221950.625000 Penalty: 3040.418213
	Iteration 54Q: 3 clusters Score -1221951 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1221990.375000 Penalty: 3040.418213
	Iteration 55Q: 3 clusters Score -1221990 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1222027.000000 Penalty: 3040.418213
	Iteration 56Q: 3 clusters Score -1222027 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1222059.000000 Penalty: 3040.418213
	Iteration 57Q: 3 clusters Score -1222059 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1222085.125000 Penalty: 3040.418213
	Iteration 58Q: 3 clusters Score -1222085 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1222111.375000 Penalty: 3040.418213
	Iteration 59Q: 3 clusters Score -1222111 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1222135.750000 Penalty: 3040.418213
	Iteration 60F: 3 clusters Score -1222136 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1222158.625000 Penalty: 3040.418213
	Iteration 61Q: 3 clusters Score -1222159 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1222178.500000 Penalty: 3040.418213
	Iteration 62Q: 3 clusters Score -1222178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1222199.625000 Penalty: 3040.418213
	Iteration 63Q: 3 clusters Score -1222200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1222213.500000 Penalty: 3040.418213
	Iteration 64Q: 3 clusters Score -1222214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1222227.625000 Penalty: 3040.418213
	Iteration 65Q: 3 clusters Score -1222228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1222237.500000 Penalty: 3040.418213
	Iteration 66Q: 3 clusters Score -1222238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1222245.125000 Penalty: 3040.418213
	Iteration 67Q: 3 clusters Score -1222245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1222255.500000 Penalty: 3040.418213
	Iteration 68Q: 3 clusters Score -1222256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1222272.875000 Penalty: 3040.418213
	Iteration 69Q: 3 clusters Score -1222273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1222295.000000 Penalty: 3040.418213
	Iteration 70Q: 3 clusters Score -1222295 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1222314.750000 Penalty: 3040.418213
	Iteration 71Q: 3 clusters Score -1222315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1222336.875000 Penalty: 3040.418213
	Iteration 72Q: 3 clusters Score -1222337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1222351.750000 Penalty: 3040.418213
	Iteration 73Q: 3 clusters Score -1222352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1222358.875000 Penalty: 3040.418213
	Iteration 74Q: 3 clusters Score -1222359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1222370.000000 Penalty: 3040.418213
	Iteration 75Q: 3 clusters Score -1222370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1222373.500000 Penalty: 3040.418213
	Iteration 76Q: 3 clusters Score -1222374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1222375.125000 Penalty: 3040.418213
	Iteration 77Q: 3 clusters Score -1222375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1222377.125000 Penalty: 3040.418213
	Iteration 78Q: 3 clusters Score -1222377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1222379.750000 Penalty: 3040.418213
	Iteration 79Q: 3 clusters Score -1222380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1222390.250000 Penalty: 3040.418213
	Iteration 80F: 3 clusters Score -1222390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1222398.875000 Penalty: 3040.418213
	Iteration 81Q: 3 clusters Score -1222399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1222401.500000 Penalty: 3040.418213
	Iteration 82Q: 3 clusters Score -1222402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1222402.125000 Penalty: 3040.418213
	Iteration 83Q: 3 clusters Score -1222402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1222403.625000 Penalty: 3040.418213
	Iteration 84Q: 3 clusters Score -1222404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1222409.750000 Penalty: 3040.418213
	Iteration 85Q: 3 clusters Score -1222410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1222411.500000 Penalty: 3040.418213
	Iteration 86Q: 3 clusters Score -1222412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1222413.875000 Penalty: 3040.418213
	Iteration 87Q: 3 clusters Score -1222414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1222413.750000 Penalty: 3040.418213
	Iteration 88Q: 3 clusters Score -1222414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1222414.125000 Penalty: 3040.418213
	Iteration 89Q: 3 clusters Score -1222414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1222416.375000 Penalty: 3040.418213
	Iteration 90Q: 3 clusters Score -1222416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1222416.375000 Penalty: 3040.418213
	Iteration 91F: 3 clusters Score -1222416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Entering Unmasked Estep 
Score: -1680546.000000 Penalty: 1584.893066
	Iteration 0F: 2 clusters Score -1680546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1668759.875000 Penalty: 3169.786133
	Iteration 0F: 3 clusters Score -1668760 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1673378.750000 Penalty: 3169.786133
	Iteration 1F: 3 clusters Score -1673379 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1674080.500000 Penalty: 3169.786133
	Iteration 2F: 3 clusters Score -1674080 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1674812.250000 Penalty: 3169.786133
	Iteration 3F: 3 clusters Score -1674812 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1675506.500000 Penalty: 3169.786133
	Iteration 4F: 3 clusters Score -1675506 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1676036.625000 Penalty: 3169.786133
	Iteration 5F: 3 clusters Score -1676037 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1676412.250000 Penalty: 3169.786133
	Iteration 6F: 3 clusters Score -1676412 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1676693.625000 Penalty: 3169.786133
	Iteration 7Q: 3 clusters Score -1676694 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1676894.000000 Penalty: 3169.786133
	Iteration 8Q: 3 clusters Score -1676894 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1677042.125000 Penalty: 3169.786133
	Iteration 9Q: 3 clusters Score -1677042 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1677166.500000 Penalty: 3169.786133
	Iteration 10Q: 3 clusters Score -1677166 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1677264.875000 Penalty: 3169.786133
	Iteration 11Q: 3 clusters Score -1677265 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1677348.750000 Penalty: 3169.786133
	Iteration 12Q: 3 clusters Score -1677349 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1677428.000000 Penalty: 3169.786133
	Iteration 13Q: 3 clusters Score -1677428 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1677518.000000 Penalty: 3169.786133
	Iteration 14Q: 3 clusters Score -1677518 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1677608.375000 Penalty: 3169.786133
	Iteration 15Q: 3 clusters Score -1677608 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1677696.750000 Penalty: 3169.786133
	Iteration 16Q: 3 clusters Score -1677697 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1677775.000000 Penalty: 3169.786133
	Iteration 17Q: 3 clusters Score -1677775 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1677860.250000 Penalty: 3169.786133
	Iteration 18Q: 3 clusters Score -1677860 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1677953.250000 Penalty: 3169.786133
	Iteration 19Q: 3 clusters Score -1677953 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1678092.250000 Penalty: 3169.786133
	Iteration 20F: 3 clusters Score -1678092 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1678246.625000 Penalty: 3169.786133
	Iteration 21Q: 3 clusters Score -1678247 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1678455.250000 Penalty: 3169.786133
	Iteration 22Q: 3 clusters Score -1678455 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1678666.375000 Penalty: 3169.786133
	Iteration 23Q: 3 clusters Score -1678666 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1678823.750000 Penalty: 3169.786133
	Iteration 24Q: 3 clusters Score -1678824 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1678955.875000 Penalty: 3169.786133
	Iteration 25Q: 3 clusters Score -1678956 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1679092.000000 Penalty: 3169.786133
	Iteration 26Q: 3 clusters Score -1679092 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1679208.625000 Penalty: 3169.786133
	Iteration 27Q: 3 clusters Score -1679209 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1679315.875000 Penalty: 3169.786133
	Iteration 28Q: 3 clusters Score -1679316 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1679418.500000 Penalty: 3169.786133
	Iteration 29Q: 3 clusters Score -1679418 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1679541.250000 Penalty: 3169.786133
	Iteration 30Q: 3 clusters Score -1679541 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1679632.375000 Penalty: 3169.786133
	Iteration 31Q: 3 clusters Score -1679632 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1679706.500000 Penalty: 3169.786133
	Iteration 32Q: 3 clusters Score -1679706 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1679760.625000 Penalty: 3169.786133
	Iteration 33Q: 3 clusters Score -1679761 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1679789.750000 Penalty: 3169.786133
	Iteration 34Q: 3 clusters Score -1679790 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1679814.125000 Penalty: 3169.786133
	Iteration 35Q: 3 clusters Score -1679814 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1679833.500000 Penalty: 3169.786133
	Iteration 36Q: 3 clusters Score -1679834 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1679866.000000 Penalty: 3169.786133
	Iteration 37Q: 3 clusters Score -1679866 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1679887.375000 Penalty: 3169.786133
	Iteration 38Q: 3 clusters Score -1679887 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1679909.375000 Penalty: 3169.786133
	Iteration 39Q: 3 clusters Score -1679909 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1679945.250000 Penalty: 3169.786133
	Iteration 40F: 3 clusters Score -1679945 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1679975.000000 Penalty: 3169.786133
	Iteration 41Q: 3 clusters Score -1679975 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1680011.625000 Penalty: 3169.786133
	Iteration 42Q: 3 clusters Score -1680012 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1680046.625000 Penalty: 3169.786133
	Iteration 43Q: 3 clusters Score -1680047 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1680079.750000 Penalty: 3169.786133
	Iteration 44Q: 3 clusters Score -1680080 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1680117.500000 Penalty: 3169.786133
	Iteration 45Q: 3 clusters Score -1680118 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1680147.375000 Penalty: 3169.786133
	Iteration 46Q: 3 clusters Score -1680147 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1680188.875000 Penalty: 3169.786133
	Iteration 47Q: 3 clusters Score -1680189 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1680230.750000 Penalty: 3169.786133
	Iteration 48Q: 3 clusters Score -1680231 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1680283.750000 Penalty: 3169.786133
	Iteration 49Q: 3 clusters Score -1680284 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1680359.125000 Penalty: 3169.786133
	Iteration 50Q: 3 clusters Score -1680359 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1680436.125000 Penalty: 3169.786133
	Iteration 51Q: 3 clusters Score -1680436 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1680492.250000 Penalty: 3169.786133
	Iteration 52Q: 3 clusters Score -1680492 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1680525.250000 Penalty: 3169.786133
	Iteration 53Q: 3 clusters Score -1680525 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1680566.250000 Penalty: 3169.786133
	Iteration 54Q: 3 clusters Score -1680566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1680597.500000 Penalty: 3169.786133
	Iteration 55Q: 3 clusters Score -1680598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1680615.625000 Penalty: 3169.786133
	Iteration 56Q: 3 clusters Score -1680616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1680631.625000 Penalty: 3169.786133
	Iteration 57Q: 3 clusters Score -1680632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1680643.875000 Penalty: 3169.786133
	Iteration 58Q: 3 clusters Score -1680644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1680653.375000 Penalty: 3169.786133
	Iteration 59Q: 3 clusters Score -1680653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1680666.750000 Penalty: 3169.786133
	Iteration 60F: 3 clusters Score -1680667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1680673.125000 Penalty: 3169.786133
	Iteration 61Q: 3 clusters Score -1680673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1680684.000000 Penalty: 3169.786133
	Iteration 62Q: 3 clusters Score -1680684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1680688.750000 Penalty: 3169.786133
	Iteration 63Q: 3 clusters Score -1680689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1680692.125000 Penalty: 3169.786133
	Iteration 64Q: 3 clusters Score -1680692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1680692.375000 Penalty: 3169.786133
	Iteration 65Q: 3 clusters Score -1680692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1680692.375000 Penalty: 3169.786133
	Iteration 66F: 3 clusters Score -1680692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 16043 members 
Mstep: Class 3 contains 5119 members 
Mstep: Class 4 contains 20674 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2397 members 
Mstep: Class 7 contains 11558 members 
Mstep: Class 8 contains 16654 members 
Mstep: Class 9 contains 982 members 
Mstep: Class 10 contains 15847 members 
Mstep: Class 11 contains 27285 members 
Mstep: Class 12 contains 17161 members 
Mstep: Class 13 contains 129972 members 
Mstep: Class 14 contains 24402 members 
Mstep: Class 15 contains 10713 members 
Mstep: Class 16 contains 24275 members 
Mstep: Class 17 contains 41810 members 
Mstep: Class 18 contains 172581 members 
Mstep: Class 19 contains 4155 members 
Mstep: Class 20 contains 4518 members 
Mstep: Class 21 contains 31610 members 
Mstep: Class 22 contains 10619 members 
Mstep: Class 23 contains 1059 members 
Mstep: Class 24 contains 18018 members 
Mstep: Class 25 contains 8215 members 
Mstep: Class 26 contains 1743 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 6357 members 
Mstep: Class 29 contains 6748 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 555 members 
Entering Unmasked Estep 
Score: -65932276.000000 Penalty: 67358.195312
Splitting cluster 8 changes total score from -65929588.000000 to -65932276.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 9 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -80624.164062 Penalty: 1119.558594
	Iteration 0F: 2 clusters Score -80624.16 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 509 members 
Entering Unmasked Estep 
Score: -79360.414062 Penalty: 2239.117188
	Iteration 0F: 3 clusters Score -79360.41 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -79895.468750 Penalty: 2239.117188
	Iteration 1F: 3 clusters Score -79895.47 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -80390.726562 Penalty: 2239.117188
	Iteration 2F: 3 clusters Score -80390.73 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -80714.007812 Penalty: 2239.117188
	Iteration 3F: 3 clusters Score -80714.01 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -80989.390625 Penalty: 2239.117188
	Iteration 4F: 3 clusters Score -80989.39 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -81229.656250 Penalty: 2239.117188
	Iteration 5F: 3 clusters Score -81229.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -81428.945312 Penalty: 2239.117188
	Iteration 6Q: 3 clusters Score -81428.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -81724.226562 Penalty: 2239.117188
	Iteration 7Q: 3 clusters Score -81724.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -81866.789062 Penalty: 2239.117188
	Iteration 8Q: 3 clusters Score -81866.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -82018.796875 Penalty: 2239.117188
	Iteration 9Q: 3 clusters Score -82018.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -82211.820312 Penalty: 2239.117188
	Iteration 10Q: 3 clusters Score -82211.82 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -82387.031250 Penalty: 2239.117188
	Iteration 11Q: 3 clusters Score -82387.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -82446.250000 Penalty: 2239.117188
	Iteration 12Q: 3 clusters Score -82446.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -82449.046875 Penalty: 2239.117188
	Iteration 13Q: 3 clusters Score -82449.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -82449.046875 Penalty: 2239.117188
	Iteration 14F: 3 clusters Score -82449.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 16043 members 
Mstep: Class 3 contains 5119 members 
Mstep: Class 4 contains 20674 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2397 members 
Mstep: Class 7 contains 11558 members 
Mstep: Class 8 contains 16654 members 
Mstep: Class 9 contains 730 members 
Mstep: Class 10 contains 15847 members 
Mstep: Class 11 contains 27285 members 
Mstep: Class 12 contains 17161 members 
Mstep: Class 13 contains 129972 members 
Mstep: Class 14 contains 24402 members 
Mstep: Class 15 contains 10713 members 
Mstep: Class 16 contains 24275 members 
Mstep: Class 17 contains 41810 members 
Mstep: Class 18 contains 172581 members 
Mstep: Class 19 contains 4155 members 
Mstep: Class 20 contains 4518 members 
Mstep: Class 21 contains 31610 members 
Mstep: Class 22 contains 10619 members 
Mstep: Class 23 contains 1059 members 
Mstep: Class 24 contains 18018 members 
Mstep: Class 25 contains 8215 members 
Mstep: Class 26 contains 1743 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 6357 members 
Mstep: Class 29 contains 6748 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 555 members 
Mstep: Class 32 contains 252 members 
Entering Unmasked Estep 
Score: -65932956.000000 Penalty: 69531.039062
Splitting cluster 9 changes total score from -65929588.000000 to -65932956.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 10 (15847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Entering Unmasked Estep 
Score: -1666165.375000 Penalty: 1571.494507
	Iteration 0F: 2 clusters Score -1666165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1655312.250000 Penalty: 3142.989014
	Iteration 0F: 3 clusters Score -1655312 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1659225.250000 Penalty: 3142.989014
	Iteration 1F: 3 clusters Score -1659225 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1659619.250000 Penalty: 3142.989014
	Iteration 2F: 3 clusters Score -1659619 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1660013.125000 Penalty: 3142.989014
	Iteration 3F: 3 clusters Score -1660013 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1660413.625000 Penalty: 3142.989014
	Iteration 4F: 3 clusters Score -1660414 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1660828.875000 Penalty: 3142.989014
	Iteration 5F: 3 clusters Score -1660829 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1661283.250000 Penalty: 3142.989014
	Iteration 6Q: 3 clusters Score -1661283 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1661790.875000 Penalty: 3142.989014
	Iteration 7F: 3 clusters Score -1661791 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1662331.750000 Penalty: 3142.989014
	Iteration 8Q: 3 clusters Score -1662332 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1662893.375000 Penalty: 3142.989014
	Iteration 9Q: 3 clusters Score -1662893 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1663340.125000 Penalty: 3142.989014
	Iteration 10Q: 3 clusters Score -1663340 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1663674.625000 Penalty: 3142.989014
	Iteration 11Q: 3 clusters Score -1663675 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1663895.875000 Penalty: 3142.989014
	Iteration 12Q: 3 clusters Score -1663896 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1664056.500000 Penalty: 3142.989014
	Iteration 13Q: 3 clusters Score -1664056 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1664162.250000 Penalty: 3142.989014
	Iteration 14Q: 3 clusters Score -1664162 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1664231.875000 Penalty: 3142.989014
	Iteration 15Q: 3 clusters Score -1664232 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1664296.250000 Penalty: 3142.989014
	Iteration 16Q: 3 clusters Score -1664296 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1664352.000000 Penalty: 3142.989014
	Iteration 17Q: 3 clusters Score -1664352 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1664416.250000 Penalty: 3142.989014
	Iteration 18Q: 3 clusters Score -1664416 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1664462.625000 Penalty: 3142.989014
	Iteration 19Q: 3 clusters Score -1664463 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1664513.000000 Penalty: 3142.989014
	Iteration 20F: 3 clusters Score -1664513 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1664579.000000 Penalty: 3142.989014
	Iteration 21Q: 3 clusters Score -1664579 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1664668.500000 Penalty: 3142.989014
	Iteration 22Q: 3 clusters Score -1664668 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1664767.000000 Penalty: 3142.989014
	Iteration 23Q: 3 clusters Score -1664767 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1664900.750000 Penalty: 3142.989014
	Iteration 24Q: 3 clusters Score -1664901 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1665021.750000 Penalty: 3142.989014
	Iteration 25Q: 3 clusters Score -1665022 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1665100.375000 Penalty: 3142.989014
	Iteration 26Q: 3 clusters Score -1665100 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1665135.000000 Penalty: 3142.989014
	Iteration 27Q: 3 clusters Score -1665135 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1665168.125000 Penalty: 3142.989014
	Iteration 28Q: 3 clusters Score -1665168 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1665189.125000 Penalty: 3142.989014
	Iteration 29Q: 3 clusters Score -1665189 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1665207.000000 Penalty: 3142.989014
	Iteration 30Q: 3 clusters Score -1665207 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1665212.375000 Penalty: 3142.989014
	Iteration 31Q: 3 clusters Score -1665212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1665218.625000 Penalty: 3142.989014
	Iteration 32Q: 3 clusters Score -1665219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1665226.625000 Penalty: 3142.989014
	Iteration 33Q: 3 clusters Score -1665227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1665230.375000 Penalty: 3142.989014
	Iteration 34Q: 3 clusters Score -1665230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1665232.875000 Penalty: 3142.989014
	Iteration 35Q: 3 clusters Score -1665233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1665235.625000 Penalty: 3142.989014
	Iteration 36Q: 3 clusters Score -1665236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1665236.875000 Penalty: 3142.989014
	Iteration 37Q: 3 clusters Score -1665237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1665238.125000 Penalty: 3142.989014
	Iteration 38Q: 3 clusters Score -1665238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1665236.875000 Penalty: 3142.989014
	Iteration 39Q: 3 clusters Score -1665237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1665236.875000 Penalty: 3142.989014
	Iteration 40F: 3 clusters Score -1665237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Entering Unmasked Estep 
Score: -2875075.750000 Penalty: 1659.790039
	Iteration 0F: 2 clusters Score -2875076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2856670.500000 Penalty: 3319.580078
	Iteration 0F: 3 clusters Score -2856670 nChanged 12532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2863667.000000 Penalty: 3319.580078
	Iteration 1F: 3 clusters Score -2863667 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -2864274.750000 Penalty: 3319.580078
	Iteration 2F: 3 clusters Score -2864275 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2864983.750000 Penalty: 3319.580078
	Iteration 3F: 3 clusters Score -2864984 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -2865758.500000 Penalty: 3319.580078
	Iteration 4F: 3 clusters Score -2865758 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2866649.500000 Penalty: 3319.580078
	Iteration 5F: 3 clusters Score -2866650 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2867557.250000 Penalty: 3319.580078
	Iteration 6F: 3 clusters Score -2867557 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2868409.000000 Penalty: 3319.580078
	Iteration 7F: 3 clusters Score -2868409 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2869173.000000 Penalty: 3319.580078
	Iteration 8Q: 3 clusters Score -2869173 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -2869970.000000 Penalty: 3319.580078
	Iteration 9Q: 3 clusters Score -2869970 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -2870763.250000 Penalty: 3319.580078
	Iteration 10Q: 3 clusters Score -2870763 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -2871575.750000 Penalty: 3319.580078
	Iteration 11Q: 3 clusters Score -2871576 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -2872236.500000 Penalty: 3319.580078
	Iteration 12Q: 3 clusters Score -2872236 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -2872723.250000 Penalty: 3319.580078
	Iteration 13Q: 3 clusters Score -2872723 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -2873037.250000 Penalty: 3319.580078
	Iteration 14Q: 3 clusters Score -2873037 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -2873253.500000 Penalty: 3319.580078
	Iteration 15Q: 3 clusters Score -2873254 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -2873421.750000 Penalty: 3319.580078
	Iteration 16Q: 3 clusters Score -2873422 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -2873600.250000 Penalty: 3319.580078
	Iteration 17Q: 3 clusters Score -2873600 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -2873765.000000 Penalty: 3319.580078
	Iteration 18Q: 3 clusters Score -2873765 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -2873981.750000 Penalty: 3319.580078
	Iteration 19Q: 3 clusters Score -2873982 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -2874124.250000 Penalty: 3319.580078
	Iteration 20F: 3 clusters Score -2874124 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -2874242.500000 Penalty: 3319.580078
	Iteration 21Q: 3 clusters Score -2874242 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -2874303.500000 Penalty: 3319.580078
	Iteration 22Q: 3 clusters Score -2874304 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -2874329.250000 Penalty: 3319.580078
	Iteration 23Q: 3 clusters Score -2874329 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -2874341.500000 Penalty: 3319.580078
	Iteration 24Q: 3 clusters Score -2874342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -2874361.500000 Penalty: 3319.580078
	Iteration 25Q: 3 clusters Score -2874362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -2874369.250000 Penalty: 3319.580078
	Iteration 26Q: 3 clusters Score -2874369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -2874373.250000 Penalty: 3319.580078
	Iteration 27Q: 3 clusters Score -2874373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -2874373.750000 Penalty: 3319.580078
	Iteration 28Q: 3 clusters Score -2874374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -2874376.750000 Penalty: 3319.580078
	Iteration 29Q: 3 clusters Score -2874377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -2874386.000000 Penalty: 3319.580078
	Iteration 30Q: 3 clusters Score -2874386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -2874390.000000 Penalty: 3319.580078
	Iteration 31Q: 3 clusters Score -2874390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -2874391.750000 Penalty: 3319.580078
	Iteration 32Q: 3 clusters Score -2874392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -2874395.250000 Penalty: 3319.580078
	Iteration 33Q: 3 clusters Score -2874395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -2874398.000000 Penalty: 3319.580078
	Iteration 34Q: 3 clusters Score -2874398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -2874396.000000 Penalty: 3319.580078
	Iteration 35Q: 3 clusters Score -2874396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -2874398.500000 Penalty: 3319.580078
	Iteration 36Q: 3 clusters Score -2874398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -2874402.000000 Penalty: 3319.580078
	Iteration 37Q: 3 clusters Score -2874402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -2874401.500000 Penalty: 3319.580078
	Iteration 38Q: 3 clusters Score -2874402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -2874402.750000 Penalty: 3319.580078
	Iteration 39Q: 3 clusters Score -2874403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -2874402.250000 Penalty: 3319.580078
	Iteration 40F: 3 clusters Score -2874402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -2874404.750000 Penalty: 3319.580078
	Iteration 41Q: 3 clusters Score -2874405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -2874403.750000 Penalty: 3319.580078
	Iteration 42Q: 3 clusters Score -2874404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -2874403.250000 Penalty: 3319.580078
	Iteration 43Q: 3 clusters Score -2874403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -2874405.750000 Penalty: 3319.580078
	Iteration 44Q: 3 clusters Score -2874406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -2874405.750000 Penalty: 3319.580078
	Iteration 45F: 3 clusters Score -2874406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Entering Unmasked Estep 
Score: -1823702.625000 Penalty: 1584.439209
	Iteration 0F: 2 clusters Score -1823703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1811927.125000 Penalty: 3168.878418
	Iteration 0F: 3 clusters Score -1811927 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1816154.125000 Penalty: 3168.878418
	Iteration 1F: 3 clusters Score -1816154 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1816573.375000 Penalty: 3168.878418
	Iteration 2F: 3 clusters Score -1816573 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1817036.125000 Penalty: 3168.878418
	Iteration 3F: 3 clusters Score -1817036 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1817552.750000 Penalty: 3168.878418
	Iteration 4F: 3 clusters Score -1817553 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1818145.875000 Penalty: 3168.878418
	Iteration 5F: 3 clusters Score -1818146 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1818866.875000 Penalty: 3168.878418
	Iteration 6F: 3 clusters Score -1818867 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1819615.375000 Penalty: 3168.878418
	Iteration 7F: 3 clusters Score -1819615 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1820229.500000 Penalty: 3168.878418
	Iteration 8F: 3 clusters Score -1820230 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1820678.875000 Penalty: 3168.878418
	Iteration 9Q: 3 clusters Score -1820679 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1820934.875000 Penalty: 3168.878418
	Iteration 10Q: 3 clusters Score -1820935 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1821069.375000 Penalty: 3168.878418
	Iteration 11Q: 3 clusters Score -1821069 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1821155.625000 Penalty: 3168.878418
	Iteration 12Q: 3 clusters Score -1821156 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1821220.375000 Penalty: 3168.878418
	Iteration 13Q: 3 clusters Score -1821220 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1821276.250000 Penalty: 3168.878418
	Iteration 14Q: 3 clusters Score -1821276 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1821316.000000 Penalty: 3168.878418
	Iteration 15Q: 3 clusters Score -1821316 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1821347.500000 Penalty: 3168.878418
	Iteration 16Q: 3 clusters Score -1821348 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1821392.500000 Penalty: 3168.878418
	Iteration 17Q: 3 clusters Score -1821392 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1821428.250000 Penalty: 3168.878418
	Iteration 18Q: 3 clusters Score -1821428 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1821453.875000 Penalty: 3168.878418
	Iteration 19Q: 3 clusters Score -1821454 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1821483.250000 Penalty: 3168.878418
	Iteration 20F: 3 clusters Score -1821483 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1821509.500000 Penalty: 3168.878418
	Iteration 21Q: 3 clusters Score -1821510 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1821536.125000 Penalty: 3168.878418
	Iteration 22Q: 3 clusters Score -1821536 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1821560.875000 Penalty: 3168.878418
	Iteration 23Q: 3 clusters Score -1821561 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1821598.750000 Penalty: 3168.878418
	Iteration 24Q: 3 clusters Score -1821599 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1821617.750000 Penalty: 3168.878418
	Iteration 25Q: 3 clusters Score -1821618 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1821642.125000 Penalty: 3168.878418
	Iteration 26Q: 3 clusters Score -1821642 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1821673.000000 Penalty: 3168.878418
	Iteration 27Q: 3 clusters Score -1821673 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1821703.375000 Penalty: 3168.878418
	Iteration 28Q: 3 clusters Score -1821703 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1821726.625000 Penalty: 3168.878418
	Iteration 29Q: 3 clusters Score -1821727 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -1821761.375000 Penalty: 3168.878418
	Iteration 30Q: 3 clusters Score -1821761 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1821783.000000 Penalty: 3168.878418
	Iteration 31Q: 3 clusters Score -1821783 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1821816.625000 Penalty: 3168.878418
	Iteration 32Q: 3 clusters Score -1821817 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1821839.125000 Penalty: 3168.878418
	Iteration 33Q: 3 clusters Score -1821839 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -1821862.375000 Penalty: 3168.878418
	Iteration 34Q: 3 clusters Score -1821862 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1821888.250000 Penalty: 3168.878418
	Iteration 35Q: 3 clusters Score -1821888 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1821913.500000 Penalty: 3168.878418
	Iteration 36Q: 3 clusters Score -1821914 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1821942.125000 Penalty: 3168.878418
	Iteration 37Q: 3 clusters Score -1821942 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1821963.375000 Penalty: 3168.878418
	Iteration 38Q: 3 clusters Score -1821963 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1821976.250000 Penalty: 3168.878418
	Iteration 39Q: 3 clusters Score -1821976 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -1822002.375000 Penalty: 3168.878418
	Iteration 40F: 3 clusters Score -1822002 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -1822030.500000 Penalty: 3168.878418
	Iteration 41Q: 3 clusters Score -1822030 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -1822057.000000 Penalty: 3168.878418
	Iteration 42Q: 3 clusters Score -1822057 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1822079.375000 Penalty: 3168.878418
	Iteration 43Q: 3 clusters Score -1822079 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1822101.500000 Penalty: 3168.878418
	Iteration 44Q: 3 clusters Score -1822102 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1822118.625000 Penalty: 3168.878418
	Iteration 45Q: 3 clusters Score -1822119 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1822137.625000 Penalty: 3168.878418
	Iteration 46Q: 3 clusters Score -1822138 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -1822147.875000 Penalty: 3168.878418
	Iteration 47Q: 3 clusters Score -1822148 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -1822169.500000 Penalty: 3168.878418
	Iteration 48Q: 3 clusters Score -1822170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1822180.875000 Penalty: 3168.878418
	Iteration 49Q: 3 clusters Score -1822181 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -1822188.500000 Penalty: 3168.878418
	Iteration 50Q: 3 clusters Score -1822188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1822199.125000 Penalty: 3168.878418
	Iteration 51Q: 3 clusters Score -1822199 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -1822206.625000 Penalty: 3168.878418
	Iteration 52Q: 3 clusters Score -1822207 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -1822223.250000 Penalty: 3168.878418
	Iteration 53Q: 3 clusters Score -1822223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -1822227.375000 Penalty: 3168.878418
	Iteration 54Q: 3 clusters Score -1822227 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1822239.000000 Penalty: 3168.878418
	Iteration 55Q: 3 clusters Score -1822239 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1822255.875000 Penalty: 3168.878418
	Iteration 56Q: 3 clusters Score -1822256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -1822267.125000 Penalty: 3168.878418
	Iteration 57Q: 3 clusters Score -1822267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -1822281.625000 Penalty: 3168.878418
	Iteration 58Q: 3 clusters Score -1822282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -1822298.625000 Penalty: 3168.878418
	Iteration 59Q: 3 clusters Score -1822299 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -1822308.875000 Penalty: 3168.878418
	Iteration 60F: 3 clusters Score -1822309 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -1822322.375000 Penalty: 3168.878418
	Iteration 61Q: 3 clusters Score -1822322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -1822329.250000 Penalty: 3168.878418
	Iteration 62Q: 3 clusters Score -1822329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -1822338.000000 Penalty: 3168.878418
	Iteration 63Q: 3 clusters Score -1822338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -1822347.625000 Penalty: 3168.878418
	Iteration 64Q: 3 clusters Score -1822348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -1822353.875000 Penalty: 3168.878418
	Iteration 65Q: 3 clusters Score -1822354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -1822358.250000 Penalty: 3168.878418
	Iteration 66Q: 3 clusters Score -1822358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -1822360.500000 Penalty: 3168.878418
	Iteration 67Q: 3 clusters Score -1822360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -1822364.875000 Penalty: 3168.878418
	Iteration 68Q: 3 clusters Score -1822365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -1822367.375000 Penalty: 3168.878418
	Iteration 69Q: 3 clusters Score -1822367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -1822373.625000 Penalty: 3168.878418
	Iteration 70Q: 3 clusters Score -1822374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -1822377.625000 Penalty: 3168.878418
	Iteration 71Q: 3 clusters Score -1822378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -1822380.000000 Penalty: 3168.878418
	Iteration 72Q: 3 clusters Score -1822380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -1822382.500000 Penalty: 3168.878418
	Iteration 73Q: 3 clusters Score -1822382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -1822383.125000 Penalty: 3168.878418
	Iteration 74Q: 3 clusters Score -1822383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -1822386.625000 Penalty: 3168.878418
	Iteration 75Q: 3 clusters Score -1822387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -1822393.875000 Penalty: 3168.878418
	Iteration 76Q: 3 clusters Score -1822394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -1822395.500000 Penalty: 3168.878418
	Iteration 77Q: 3 clusters Score -1822396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1822399.375000 Penalty: 3168.878418
	Iteration 78Q: 3 clusters Score -1822399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1822403.875000 Penalty: 3168.878418
	Iteration 79Q: 3 clusters Score -1822404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -1822403.625000 Penalty: 3168.878418
	Iteration 80F: 3 clusters Score -1822404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1822404.000000 Penalty: 3168.878418
	Iteration 81Q: 3 clusters Score -1822404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -1822403.500000 Penalty: 3168.878418
	Iteration 82Q: 3 clusters Score -1822404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -1822404.250000 Penalty: 3168.878418
	Iteration 83Q: 3 clusters Score -1822404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -1822404.500000 Penalty: 3168.878418
	Iteration 84Q: 3 clusters Score -1822404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -1822404.750000 Penalty: 3168.878418
	Iteration 85Q: 3 clusters Score -1822405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -1822403.000000 Penalty: 3168.878418
	Iteration 86Q: 3 clusters Score -1822403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -1822405.750000 Penalty: 3168.878418
	Iteration 87Q: 3 clusters Score -1822406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -1822406.125000 Penalty: 3168.878418
	Iteration 88Q: 3 clusters Score -1822406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -1822406.125000 Penalty: 3168.878418
	Iteration 89F: 3 clusters Score -1822406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (129972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129972 members 
Entering Unmasked Estep 
Score: -13937497.000000 Penalty: 1913.449585
	Iteration 0F: 2 clusters Score -1.39375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65248 members 
Mstep: Class 2 contains 64724 members 
Entering Unmasked Estep 
Score: -13850456.000000 Penalty: 3826.899170
	Iteration 0F: 3 clusters Score -1.385046e+07 nChanged 62620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70808 members 
Mstep: Class 2 contains 59164 members 
Entering Unmasked Estep 
Score: -13888299.000000 Penalty: 3826.899170
	Iteration 1F: 3 clusters Score -1.38883e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74678 members 
Mstep: Class 2 contains 55294 members 
Entering Unmasked Estep 
Score: -13890946.000000 Penalty: 3826.899170
	Iteration 2Q: 3 clusters Score -1.389095e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80616 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -13895573.000000 Penalty: 3826.899170
	Iteration 3F: 3 clusters Score -1.389557e+07 nChanged 10094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88914 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -13902519.000000 Penalty: 3826.899170
	Iteration 4F: 3 clusters Score -1.390252e+07 nChanged 10859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98473 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -13910962.000000 Penalty: 3826.899170
	Iteration 5F: 3 clusters Score -1.391096e+07 nChanged 9914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107613 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -13918941.000000 Penalty: 3826.899170
	Iteration 6F: 3 clusters Score -1.391894e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114618 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -13925195.000000 Penalty: 3826.899170
	Iteration 7F: 3 clusters Score -1.39252e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119413 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -13929190.000000 Penalty: 3826.899170
	Iteration 8Q: 3 clusters Score -1.392919e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122597 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -13931669.000000 Penalty: 3826.899170
	Iteration 9Q: 3 clusters Score -1.393167e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124749 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -13933147.000000 Penalty: 3826.899170
	Iteration 10Q: 3 clusters Score -1.393315e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126217 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -13934191.000000 Penalty: 3826.899170
	Iteration 11Q: 3 clusters Score -1.393419e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127190 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -13934802.000000 Penalty: 3826.899170
	Iteration 12Q: 3 clusters Score -1.39348e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127847 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -13935178.000000 Penalty: 3826.899170
	Iteration 13Q: 3 clusters Score -1.393518e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128284 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -13935413.000000 Penalty: 3826.899170
	Iteration 14Q: 3 clusters Score -1.393541e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128570 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -13935613.000000 Penalty: 3826.899170
	Iteration 15Q: 3 clusters Score -1.393561e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128755 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -13935757.000000 Penalty: 3826.899170
	Iteration 16Q: 3 clusters Score -1.393576e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128888 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -13935867.000000 Penalty: 3826.899170
	Iteration 17Q: 3 clusters Score -1.393587e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128974 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -13936004.000000 Penalty: 3826.899170
	Iteration 18Q: 3 clusters Score -1.3936e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129013 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -13936063.000000 Penalty: 3826.899170
	Iteration 19Q: 3 clusters Score -1.393606e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129038 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -13936083.000000 Penalty: 3826.899170
	Iteration 20F: 3 clusters Score -1.393608e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129048 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -13936112.000000 Penalty: 3826.899170
	Iteration 21Q: 3 clusters Score -1.393611e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129050 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -13936125.000000 Penalty: 3826.899170
	Iteration 22Q: 3 clusters Score -1.393612e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129051 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -13936145.000000 Penalty: 3826.899170
	Iteration 23Q: 3 clusters Score -1.393614e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129050 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -13936159.000000 Penalty: 3826.899170
	Iteration 24Q: 3 clusters Score -1.393616e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129050 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -13936175.000000 Penalty: 3826.899170
	Iteration 25Q: 3 clusters Score -1.393618e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129051 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -13936183.000000 Penalty: 3826.899170
	Iteration 26Q: 3 clusters Score -1.393618e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129055 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -13936193.000000 Penalty: 3826.899170
	Iteration 27Q: 3 clusters Score -1.393619e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129058 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -13936191.000000 Penalty: 3826.899170
	Iteration 28Q: 3 clusters Score -1.393619e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129063 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -13936189.000000 Penalty: 3826.899170
	Iteration 29Q: 3 clusters Score -1.393619e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129069 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -13936195.000000 Penalty: 3826.899170
	Iteration 30Q: 3 clusters Score -1.39362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129076 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -13936200.000000 Penalty: 3826.899170
	Iteration 31Q: 3 clusters Score -1.39362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129081 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -13936197.000000 Penalty: 3826.899170
	Iteration 32Q: 3 clusters Score -1.39362e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129087 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -13936202.000000 Penalty: 3826.899170
	Iteration 33Q: 3 clusters Score -1.39362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129094 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -13936207.000000 Penalty: 3826.899170
	Iteration 34Q: 3 clusters Score -1.393621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129094 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -13936214.000000 Penalty: 3826.899170
	Iteration 35Q: 3 clusters Score -1.393621e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129091 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -13936224.000000 Penalty: 3826.899170
	Iteration 36Q: 3 clusters Score -1.393622e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129088 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -13936216.000000 Penalty: 3826.899170
	Iteration 37Q: 3 clusters Score -1.393622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129087 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -13936212.000000 Penalty: 3826.899170
	Iteration 38Q: 3 clusters Score -1.393621e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129085 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -13936235.000000 Penalty: 3826.899170
	Iteration 39Q: 3 clusters Score -1.393624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129091 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -13936224.000000 Penalty: 3826.899170
	Iteration 40F: 3 clusters Score -1.393622e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129090 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -13936222.000000 Penalty: 3826.899170
	Iteration 41Q: 3 clusters Score -1.393622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129093 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -13936226.000000 Penalty: 3826.899170
	Iteration 42Q: 3 clusters Score -1.393623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129094 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -13936236.000000 Penalty: 3826.899170
	Iteration 43Q: 3 clusters Score -1.393624e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129087 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -13936248.000000 Penalty: 3826.899170
	Iteration 44Q: 3 clusters Score -1.393625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129084 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -13936245.000000 Penalty: 3826.899170
	Iteration 45Q: 3 clusters Score -1.393624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129081 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -13936254.000000 Penalty: 3826.899170
	Iteration 46Q: 3 clusters Score -1.393625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129081 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -13936254.000000 Penalty: 3826.899170
	Iteration 47Q: 3 clusters Score -1.393625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129081 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -13936255.000000 Penalty: 3826.899170
	Iteration 48Q: 3 clusters Score -1.393626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129078 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -13936258.000000 Penalty: 3826.899170
	Iteration 49Q: 3 clusters Score -1.393626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129081 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -13936264.000000 Penalty: 3826.899170
	Iteration 50Q: 3 clusters Score -1.393626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129084 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -13936252.000000 Penalty: 3826.899170
	Iteration 51Q: 3 clusters Score -1.393625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129087 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -13936262.000000 Penalty: 3826.899170
	Iteration 52Q: 3 clusters Score -1.393626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129086 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -13936259.000000 Penalty: 3826.899170
	Iteration 53Q: 3 clusters Score -1.393626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129085 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -13936254.000000 Penalty: 3826.899170
	Iteration 54Q: 3 clusters Score -1.393625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129087 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -13936266.000000 Penalty: 3826.899170
	Iteration 55Q: 3 clusters Score -1.393627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129088 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -13936262.000000 Penalty: 3826.899170
	Iteration 56Q: 3 clusters Score -1.393626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129089 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -13936258.000000 Penalty: 3826.899170
	Iteration 57Q: 3 clusters Score -1.393626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129089 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -13936272.000000 Penalty: 3826.899170
	Iteration 58Q: 3 clusters Score -1.393627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129091 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -13936273.000000 Penalty: 3826.899170
	Iteration 59Q: 3 clusters Score -1.393627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129094 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -13936271.000000 Penalty: 3826.899170
	Iteration 60F: 3 clusters Score -1.393627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129096 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -13936276.000000 Penalty: 3826.899170
	Iteration 61Q: 3 clusters Score -1.393628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129097 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -13936280.000000 Penalty: 3826.899170
	Iteration 62Q: 3 clusters Score -1.393628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129096 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -13936270.000000 Penalty: 3826.899170
	Iteration 63Q: 3 clusters Score -1.393627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129100 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -13936274.000000 Penalty: 3826.899170
	Iteration 64Q: 3 clusters Score -1.393627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129101 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -13936276.000000 Penalty: 3826.899170
	Iteration 65Q: 3 clusters Score -1.393628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129099 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -13936280.000000 Penalty: 3826.899170
	Iteration 66Q: 3 clusters Score -1.393628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129096 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -13936277.000000 Penalty: 3826.899170
	Iteration 67Q: 3 clusters Score -1.393628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129095 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -13936270.000000 Penalty: 3826.899170
	Iteration 68Q: 3 clusters Score -1.393627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129095 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -13936271.000000 Penalty: 3826.899170
	Iteration 69Q: 3 clusters Score -1.393627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129093 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -13936280.000000 Penalty: 3826.899170
	Iteration 70Q: 3 clusters Score -1.393628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129091 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -13936287.000000 Penalty: 3826.899170
	Iteration 71Q: 3 clusters Score -1.393629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129091 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -13936286.000000 Penalty: 3826.899170
	Iteration 72Q: 3 clusters Score -1.393629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129093 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -13936289.000000 Penalty: 3826.899170
	Iteration 73Q: 3 clusters Score -1.393629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129092 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -13936288.000000 Penalty: 3826.899170
	Iteration 74Q: 3 clusters Score -1.393629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129091 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -13936288.000000 Penalty: 3826.899170
	Iteration 75Q: 3 clusters Score -1.393629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129090 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -13936289.000000 Penalty: 3826.899170
	Iteration 76Q: 3 clusters Score -1.393629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129093 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -13936295.000000 Penalty: 3826.899170
	Iteration 77Q: 3 clusters Score -1.39363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129094 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -13936289.000000 Penalty: 3826.899170
	Iteration 78Q: 3 clusters Score -1.393629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129094 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -13936289.000000 Penalty: 3826.899170
	Iteration 79F: 3 clusters Score -1.393629e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Entering Unmasked Estep 
Score: -2427344.250000 Penalty: 1641.643433
	Iteration 0F: 2 clusters Score -2427344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2410689.750000 Penalty: 3283.286865
	Iteration 0F: 3 clusters Score -2410690 nChanged 11148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2417258.000000 Penalty: 3283.286865
	Iteration 1F: 3 clusters Score -2417258 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2417892.000000 Penalty: 3283.286865
	Iteration 2F: 3 clusters Score -2417892 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2418544.500000 Penalty: 3283.286865
	Iteration 3F: 3 clusters Score -2418544 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2419189.500000 Penalty: 3283.286865
	Iteration 4F: 3 clusters Score -2419190 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2419808.750000 Penalty: 3283.286865
	Iteration 5F: 3 clusters Score -2419809 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2420455.000000 Penalty: 3283.286865
	Iteration 6F: 3 clusters Score -2420455 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2421164.500000 Penalty: 3283.286865
	Iteration 7F: 3 clusters Score -2421164 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2421971.250000 Penalty: 3283.286865
	Iteration 8F: 3 clusters Score -2421971 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2422814.250000 Penalty: 3283.286865
	Iteration 9F: 3 clusters Score -2422814 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2423644.250000 Penalty: 3283.286865
	Iteration 10Q: 3 clusters Score -2423644 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -2424395.750000 Penalty: 3283.286865
	Iteration 11Q: 3 clusters Score -2424396 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -2424965.500000 Penalty: 3283.286865
	Iteration 12Q: 3 clusters Score -2424966 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -2425330.500000 Penalty: 3283.286865
	Iteration 13Q: 3 clusters Score -2425330 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -2425604.000000 Penalty: 3283.286865
	Iteration 14Q: 3 clusters Score -2425604 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -2425764.750000 Penalty: 3283.286865
	Iteration 15Q: 3 clusters Score -2425765 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -2425867.000000 Penalty: 3283.286865
	Iteration 16Q: 3 clusters Score -2425867 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -2425923.250000 Penalty: 3283.286865
	Iteration 17Q: 3 clusters Score -2425923 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -2425962.500000 Penalty: 3283.286865
	Iteration 18Q: 3 clusters Score -2425962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -2425990.250000 Penalty: 3283.286865
	Iteration 19Q: 3 clusters Score -2425990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -2426007.500000 Penalty: 3283.286865
	Iteration 20F: 3 clusters Score -2426008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -2426011.500000 Penalty: 3283.286865
	Iteration 21Q: 3 clusters Score -2426012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -2426016.000000 Penalty: 3283.286865
	Iteration 22Q: 3 clusters Score -2426016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -2426022.750000 Penalty: 3283.286865
	Iteration 23Q: 3 clusters Score -2426023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -2426030.250000 Penalty: 3283.286865
	Iteration 24Q: 3 clusters Score -2426030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -2426034.250000 Penalty: 3283.286865
	Iteration 25Q: 3 clusters Score -2426034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -2426036.500000 Penalty: 3283.286865
	Iteration 26Q: 3 clusters Score -2426036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -2426039.500000 Penalty: 3283.286865
	Iteration 27Q: 3 clusters Score -2426040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -2426040.000000 Penalty: 3283.286865
	Iteration 28Q: 3 clusters Score -2426040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -2426040.000000 Penalty: 3283.286865
	Iteration 29F: 3 clusters Score -2426040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Entering Unmasked Estep 
Score: -1125994.625000 Penalty: 1507.872070
	Iteration 0F: 2 clusters Score -1125995 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 5337 members 
Entering Unmasked Estep 
Score: -1118470.875000 Penalty: 3015.744141
	Iteration 0F: 3 clusters Score -1118471 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1121088.000000 Penalty: 3015.744141
	Iteration 1F: 3 clusters Score -1121088 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1121346.750000 Penalty: 3015.744141
	Iteration 2F: 3 clusters Score -1121347 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1121555.250000 Penalty: 3015.744141
	Iteration 3Q: 3 clusters Score -1121555 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1121710.250000 Penalty: 3015.744141
	Iteration 4Q: 3 clusters Score -1121710 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1121846.125000 Penalty: 3015.744141
	Iteration 5Q: 3 clusters Score -1121846 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1121978.000000 Penalty: 3015.744141
	Iteration 6Q: 3 clusters Score -1121978 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1122109.375000 Penalty: 3015.744141
	Iteration 7Q: 3 clusters Score -1122109 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1122268.125000 Penalty: 3015.744141
	Iteration 8Q: 3 clusters Score -1122268 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1122455.125000 Penalty: 3015.744141
	Iteration 9Q: 3 clusters Score -1122455 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1122691.000000 Penalty: 3015.744141
	Iteration 10Q: 3 clusters Score -1122691 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1122994.125000 Penalty: 3015.744141
	Iteration 11Q: 3 clusters Score -1122994 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1123339.625000 Penalty: 3015.744141
	Iteration 12Q: 3 clusters Score -1123340 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1123711.625000 Penalty: 3015.744141
	Iteration 13F: 3 clusters Score -1123712 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1124008.500000 Penalty: 3015.744141
	Iteration 14Q: 3 clusters Score -1124008 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1124212.000000 Penalty: 3015.744141
	Iteration 15Q: 3 clusters Score -1124212 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1124355.875000 Penalty: 3015.744141
	Iteration 16Q: 3 clusters Score -1124356 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1124459.875000 Penalty: 3015.744141
	Iteration 17Q: 3 clusters Score -1124460 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1124518.375000 Penalty: 3015.744141
	Iteration 18Q: 3 clusters Score -1124518 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1124559.125000 Penalty: 3015.744141
	Iteration 19Q: 3 clusters Score -1124559 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1124593.875000 Penalty: 3015.744141
	Iteration 20F: 3 clusters Score -1124594 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1124617.500000 Penalty: 3015.744141
	Iteration 21Q: 3 clusters Score -1124618 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1124629.375000 Penalty: 3015.744141
	Iteration 22Q: 3 clusters Score -1124629 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1124639.750000 Penalty: 3015.744141
	Iteration 23Q: 3 clusters Score -1124640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1124652.875000 Penalty: 3015.744141
	Iteration 24Q: 3 clusters Score -1124653 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1124664.500000 Penalty: 3015.744141
	Iteration 25Q: 3 clusters Score -1124664 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1124677.375000 Penalty: 3015.744141
	Iteration 26Q: 3 clusters Score -1124677 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1124688.625000 Penalty: 3015.744141
	Iteration 27Q: 3 clusters Score -1124689 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1124695.250000 Penalty: 3015.744141
	Iteration 28Q: 3 clusters Score -1124695 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1124704.500000 Penalty: 3015.744141
	Iteration 29Q: 3 clusters Score -1124704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1124715.500000 Penalty: 3015.744141
	Iteration 30Q: 3 clusters Score -1124716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1124720.875000 Penalty: 3015.744141
	Iteration 31Q: 3 clusters Score -1124721 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1124726.125000 Penalty: 3015.744141
	Iteration 32Q: 3 clusters Score -1124726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1124730.125000 Penalty: 3015.744141
	Iteration 33Q: 3 clusters Score -1124730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1124733.375000 Penalty: 3015.744141
	Iteration 34Q: 3 clusters Score -1124733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1124737.875000 Penalty: 3015.744141
	Iteration 35Q: 3 clusters Score -1124738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1124740.250000 Penalty: 3015.744141
	Iteration 36Q: 3 clusters Score -1124740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1124747.500000 Penalty: 3015.744141
	Iteration 37Q: 3 clusters Score -1124748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1124751.125000 Penalty: 3015.744141
	Iteration 38Q: 3 clusters Score -1124751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1124755.250000 Penalty: 3015.744141
	Iteration 39Q: 3 clusters Score -1124755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1124756.375000 Penalty: 3015.744141
	Iteration 40F: 3 clusters Score -1124756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1124761.750000 Penalty: 3015.744141
	Iteration 41Q: 3 clusters Score -1124762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1124766.625000 Penalty: 3015.744141
	Iteration 42Q: 3 clusters Score -1124767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1124776.125000 Penalty: 3015.744141
	Iteration 43Q: 3 clusters Score -1124776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1124780.875000 Penalty: 3015.744141
	Iteration 44Q: 3 clusters Score -1124781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1124786.000000 Penalty: 3015.744141
	Iteration 45Q: 3 clusters Score -1124786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1124791.875000 Penalty: 3015.744141
	Iteration 46Q: 3 clusters Score -1124792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1124798.875000 Penalty: 3015.744141
	Iteration 47Q: 3 clusters Score -1124799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1124804.750000 Penalty: 3015.744141
	Iteration 48Q: 3 clusters Score -1124805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1124815.750000 Penalty: 3015.744141
	Iteration 49Q: 3 clusters Score -1124816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1124830.125000 Penalty: 3015.744141
	Iteration 50Q: 3 clusters Score -1124830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1124843.250000 Penalty: 3015.744141
	Iteration 51Q: 3 clusters Score -1124843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1124861.375000 Penalty: 3015.744141
	Iteration 52Q: 3 clusters Score -1124861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1124872.250000 Penalty: 3015.744141
	Iteration 53Q: 3 clusters Score -1124872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1124880.125000 Penalty: 3015.744141
	Iteration 54Q: 3 clusters Score -1124880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1124886.875000 Penalty: 3015.744141
	Iteration 55Q: 3 clusters Score -1124887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1124888.375000 Penalty: 3015.744141
	Iteration 56Q: 3 clusters Score -1124888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1124890.750000 Penalty: 3015.744141
	Iteration 57Q: 3 clusters Score -1124891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1124895.125000 Penalty: 3015.744141
	Iteration 58Q: 3 clusters Score -1124895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1124900.875000 Penalty: 3015.744141
	Iteration 59Q: 3 clusters Score -1124901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1124903.000000 Penalty: 3015.744141
	Iteration 60F: 3 clusters Score -1124903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1124902.750000 Penalty: 3015.744141
	Iteration 61Q: 3 clusters Score -1124903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1124901.875000 Penalty: 3015.744141
	Iteration 62Q: 3 clusters Score -1124902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1124903.000000 Penalty: 3015.744141
	Iteration 63Q: 3 clusters Score -1124903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1124904.625000 Penalty: 3015.744141
	Iteration 64Q: 3 clusters Score -1124905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1124904.625000 Penalty: 3015.744141
	Iteration 65F: 3 clusters Score -1124905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Entering Unmasked Estep 
Score: -2575919.750000 Penalty: 1640.795410
	Iteration 0F: 2 clusters Score -2575920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2559504.000000 Penalty: 3281.590820
	Iteration 0F: 3 clusters Score -2559504 nChanged 11070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2565827.000000 Penalty: 3281.590820
	Iteration 1F: 3 clusters Score -2565827 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2566411.500000 Penalty: 3281.590820
	Iteration 2F: 3 clusters Score -2566412 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2567024.500000 Penalty: 3281.590820
	Iteration 3F: 3 clusters Score -2567024 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2567619.000000 Penalty: 3281.590820
	Iteration 4F: 3 clusters Score -2567619 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2568269.750000 Penalty: 3281.590820
	Iteration 5F: 3 clusters Score -2568270 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2568980.250000 Penalty: 3281.590820
	Iteration 6F: 3 clusters Score -2568980 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2569762.250000 Penalty: 3281.590820
	Iteration 7F: 3 clusters Score -2569762 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2570699.000000 Penalty: 3281.590820
	Iteration 8F: 3 clusters Score -2570699 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2571639.750000 Penalty: 3281.590820
	Iteration 9F: 3 clusters Score -2571640 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2572451.750000 Penalty: 3281.590820
	Iteration 10Q: 3 clusters Score -2572452 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -2573114.500000 Penalty: 3281.590820
	Iteration 11Q: 3 clusters Score -2573114 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -2573576.750000 Penalty: 3281.590820
	Iteration 12Q: 3 clusters Score -2573577 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -2574013.750000 Penalty: 3281.590820
	Iteration 13Q: 3 clusters Score -2574014 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -2574386.000000 Penalty: 3281.590820
	Iteration 14Q: 3 clusters Score -2574386 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -2574708.750000 Penalty: 3281.590820
	Iteration 15Q: 3 clusters Score -2574709 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -2574970.000000 Penalty: 3281.590820
	Iteration 16Q: 3 clusters Score -2574970 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -2575232.500000 Penalty: 3281.590820
	Iteration 17Q: 3 clusters Score -2575232 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -2575409.500000 Penalty: 3281.590820
	Iteration 18Q: 3 clusters Score -2575410 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -2575487.000000 Penalty: 3281.590820
	Iteration 19Q: 3 clusters Score -2575487 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -2575525.000000 Penalty: 3281.590820
	Iteration 20F: 3 clusters Score -2575525 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -2575548.750000 Penalty: 3281.590820
	Iteration 21Q: 3 clusters Score -2575549 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -2575553.250000 Penalty: 3281.590820
	Iteration 22Q: 3 clusters Score -2575553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -2575554.250000 Penalty: 3281.590820
	Iteration 23Q: 3 clusters Score -2575554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -2575563.250000 Penalty: 3281.590820
	Iteration 24Q: 3 clusters Score -2575563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -2575569.250000 Penalty: 3281.590820
	Iteration 25Q: 3 clusters Score -2575569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -2575574.000000 Penalty: 3281.590820
	Iteration 26Q: 3 clusters Score -2575574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -2575578.250000 Penalty: 3281.590820
	Iteration 27Q: 3 clusters Score -2575578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -2575576.500000 Penalty: 3281.590820
	Iteration 28Q: 3 clusters Score -2575576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -2575579.250000 Penalty: 3281.590820
	Iteration 29Q: 3 clusters Score -2575579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -2575579.750000 Penalty: 3281.590820
	Iteration 30Q: 3 clusters Score -2575580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -2575582.750000 Penalty: 3281.590820
	Iteration 31Q: 3 clusters Score -2575583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -2575582.750000 Penalty: 3281.590820
	Iteration 32F: 3 clusters Score -2575583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Entering Unmasked Estep 
Score: -4358532.500000 Penalty: 1729.144775
	Iteration 0F: 2 clusters Score -4358532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -4330642.500000 Penalty: 3458.289551
	Iteration 0F: 3 clusters Score -4330642 nChanged 19462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -4342253.000000 Penalty: 3458.289551
	Iteration 1F: 3 clusters Score -4342253 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -4343599.000000 Penalty: 3458.289551
	Iteration 2F: 3 clusters Score -4343599 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -4345465.000000 Penalty: 3458.289551
	Iteration 3F: 3 clusters Score -4345465 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -4347623.000000 Penalty: 3458.289551
	Iteration 4F: 3 clusters Score -4347623 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -4349634.000000 Penalty: 3458.289551
	Iteration 5F: 3 clusters Score -4349634 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -4351235.500000 Penalty: 3458.289551
	Iteration 6F: 3 clusters Score -4351236 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -4352422.500000 Penalty: 3458.289551
	Iteration 7Q: 3 clusters Score -4352422 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -4353375.000000 Penalty: 3458.289551
	Iteration 8Q: 3 clusters Score -4353375 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -4354209.000000 Penalty: 3458.289551
	Iteration 9Q: 3 clusters Score -4354209 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -4354969.000000 Penalty: 3458.289551
	Iteration 10Q: 3 clusters Score -4354969 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -4355572.000000 Penalty: 3458.289551
	Iteration 11Q: 3 clusters Score -4355572 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -4356148.500000 Penalty: 3458.289551
	Iteration 12Q: 3 clusters Score -4356148 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -4356629.500000 Penalty: 3458.289551
	Iteration 13Q: 3 clusters Score -4356630 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -4356975.000000 Penalty: 3458.289551
	Iteration 14Q: 3 clusters Score -4356975 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -4357175.000000 Penalty: 3458.289551
	Iteration 15Q: 3 clusters Score -4357175 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -4357294.000000 Penalty: 3458.289551
	Iteration 16Q: 3 clusters Score -4357294 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -4357403.000000 Penalty: 3458.289551
	Iteration 17Q: 3 clusters Score -4357403 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -4357477.500000 Penalty: 3458.289551
	Iteration 18Q: 3 clusters Score -4357478 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -4357522.000000 Penalty: 3458.289551
	Iteration 19Q: 3 clusters Score -4357522 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -4357544.500000 Penalty: 3458.289551
	Iteration 20F: 3 clusters Score -4357544 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -4357580.500000 Penalty: 3458.289551
	Iteration 21Q: 3 clusters Score -4357580 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -4357590.000000 Penalty: 3458.289551
	Iteration 22Q: 3 clusters Score -4357590 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -4357603.000000 Penalty: 3458.289551
	Iteration 23Q: 3 clusters Score -4357603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -4357611.500000 Penalty: 3458.289551
	Iteration 24Q: 3 clusters Score -4357612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -4357619.000000 Penalty: 3458.289551
	Iteration 25Q: 3 clusters Score -4357619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -4357621.500000 Penalty: 3458.289551
	Iteration 26Q: 3 clusters Score -4357622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -4357624.000000 Penalty: 3458.289551
	Iteration 27Q: 3 clusters Score -4357624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -4357629.500000 Penalty: 3458.289551
	Iteration 28Q: 3 clusters Score -4357630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -4357626.000000 Penalty: 3458.289551
	Iteration 29Q: 3 clusters Score -4357626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -4357624.000000 Penalty: 3458.289551
	Iteration 30Q: 3 clusters Score -4357624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -4357631.000000 Penalty: 3458.289551
	Iteration 31Q: 3 clusters Score -4357631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -4357633.500000 Penalty: 3458.289551
	Iteration 32Q: 3 clusters Score -4357634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -4357639.000000 Penalty: 3458.289551
	Iteration 33Q: 3 clusters Score -4357639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -4357638.500000 Penalty: 3458.289551
	Iteration 34Q: 3 clusters Score -4357638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -4357641.500000 Penalty: 3458.289551
	Iteration 35Q: 3 clusters Score -4357642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -4357641.500000 Penalty: 3458.289551
	Iteration 36F: 3 clusters Score -4357642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (172581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172581 members 
Entering Unmasked Estep 
Score: -18547300.000000 Penalty: 1959.526123
	Iteration 0F: 2 clusters Score -1.85473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86375 members 
Mstep: Class 2 contains 86206 members 
Entering Unmasked Estep 
Score: -18438694.000000 Penalty: 3919.052246
	Iteration 0F: 3 clusters Score -1.843869e+07 nChanged 83866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87495 members 
Mstep: Class 2 contains 85086 members 
Entering Unmasked Estep 
Score: -18488178.000000 Penalty: 3919.052246
	Iteration 1F: 3 clusters Score -1.848818e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88468 members 
Mstep: Class 2 contains 84113 members 
Entering Unmasked Estep 
Score: -18489488.000000 Penalty: 3919.052246
	Iteration 2Q: 3 clusters Score -1.848949e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90085 members 
Mstep: Class 2 contains 82496 members 
Entering Unmasked Estep 
Score: -18491188.000000 Penalty: 3919.052246
	Iteration 3Q: 3 clusters Score -1.849119e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92567 members 
Mstep: Class 2 contains 80014 members 
Entering Unmasked Estep 
Score: -18493952.000000 Penalty: 3919.052246
	Iteration 4Q: 3 clusters Score -1.849395e+07 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96355 members 
Mstep: Class 2 contains 76226 members 
Entering Unmasked Estep 
Score: -18498156.000000 Penalty: 3919.052246
	Iteration 5Q: 3 clusters Score -1.849816e+07 nChanged 10495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101432 members 
Mstep: Class 2 contains 71149 members 
Entering Unmasked Estep 
Score: -18505088.000000 Penalty: 3919.052246
	Iteration 6F: 3 clusters Score -1.850509e+07 nChanged 11809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107211 members 
Mstep: Class 2 contains 65370 members 
Entering Unmasked Estep 
Score: -18514662.000000 Penalty: 3919.052246
	Iteration 7F: 3 clusters Score -1.851466e+07 nChanged 11535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112200 members 
Mstep: Class 2 contains 60381 members 
Entering Unmasked Estep 
Score: -18523924.000000 Penalty: 3919.052246
	Iteration 8F: 3 clusters Score -1.852392e+07 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115858 members 
Mstep: Class 2 contains 56723 members 
Entering Unmasked Estep 
Score: -18528960.000000 Penalty: 3919.052246
	Iteration 9F: 3 clusters Score -1.852896e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118885 members 
Mstep: Class 2 contains 53696 members 
Entering Unmasked Estep 
Score: -18531048.000000 Penalty: 3919.052246
	Iteration 10Q: 3 clusters Score -1.853105e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121967 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -18532216.000000 Penalty: 3919.052246
	Iteration 11Q: 3 clusters Score -1.853222e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125103 members 
Mstep: Class 2 contains 47478 members 
Entering Unmasked Estep 
Score: -18533460.000000 Penalty: 3919.052246
	Iteration 12Q: 3 clusters Score -1.853346e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128269 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -18534762.000000 Penalty: 3919.052246
	Iteration 13Q: 3 clusters Score -1.853476e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131552 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -18536086.000000 Penalty: 3919.052246
	Iteration 14Q: 3 clusters Score -1.853609e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134754 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -18537456.000000 Penalty: 3919.052246
	Iteration 15Q: 3 clusters Score -1.853746e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138027 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -18538910.000000 Penalty: 3919.052246
	Iteration 16Q: 3 clusters Score -1.853891e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141292 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -18540352.000000 Penalty: 3919.052246
	Iteration 17Q: 3 clusters Score -1.854035e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144632 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -18541680.000000 Penalty: 3919.052246
	Iteration 18Q: 3 clusters Score -1.854168e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148017 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -18543100.000000 Penalty: 3919.052246
	Iteration 19Q: 3 clusters Score -1.85431e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151418 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -18544276.000000 Penalty: 3919.052246
	Iteration 20F: 3 clusters Score -1.854428e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154669 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -18545080.000000 Penalty: 3919.052246
	Iteration 21Q: 3 clusters Score -1.854508e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157707 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -18545678.000000 Penalty: 3919.052246
	Iteration 22Q: 3 clusters Score -1.854568e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160481 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -18546088.000000 Penalty: 3919.052246
	Iteration 23Q: 3 clusters Score -1.854609e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162975 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -18546290.000000 Penalty: 3919.052246
	Iteration 24Q: 3 clusters Score -1.854629e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165133 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -18546390.000000 Penalty: 3919.052246
	Iteration 25Q: 3 clusters Score -1.854639e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166893 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -18546476.000000 Penalty: 3919.052246
	Iteration 26Q: 3 clusters Score -1.854648e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168258 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -18546394.000000 Penalty: 3919.052246
	Iteration 27Q: 3 clusters Score -1.854639e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169340 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -18546322.000000 Penalty: 3919.052246
	Iteration 28Q: 3 clusters Score -1.854632e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170137 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -18546178.000000 Penalty: 3919.052246
	Iteration 29Q: 3 clusters Score -1.854618e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170708 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -18546156.000000 Penalty: 3919.052246
	Iteration 30Q: 3 clusters Score -1.854616e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171140 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -18546092.000000 Penalty: 3919.052246
	Iteration 31Q: 3 clusters Score -1.854609e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171438 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -18546080.000000 Penalty: 3919.052246
	Iteration 32Q: 3 clusters Score -1.854608e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171628 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -18546042.000000 Penalty: 3919.052246
	Iteration 33Q: 3 clusters Score -1.854604e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171763 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -18546036.000000 Penalty: 3919.052246
	Iteration 34Q: 3 clusters Score -1.854604e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171865 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -18546050.000000 Penalty: 3919.052246
	Iteration 35Q: 3 clusters Score -1.854605e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171930 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -18546070.000000 Penalty: 3919.052246
	Iteration 36Q: 3 clusters Score -1.854607e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171979 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -18546074.000000 Penalty: 3919.052246
	Iteration 37Q: 3 clusters Score -1.854607e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172010 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -18546070.000000 Penalty: 3919.052246
	Iteration 38Q: 3 clusters Score -1.854607e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172035 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -18546070.000000 Penalty: 3919.052246
	Iteration 39Q: 3 clusters Score -1.854607e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172062 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -18546064.000000 Penalty: 3919.052246
	Iteration 40F: 3 clusters Score -1.854606e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172079 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -18546068.000000 Penalty: 3919.052246
	Iteration 41Q: 3 clusters Score -1.854607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172091 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -18546066.000000 Penalty: 3919.052246
	Iteration 42Q: 3 clusters Score -1.854607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172099 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -18546070.000000 Penalty: 3919.052246
	Iteration 43Q: 3 clusters Score -1.854607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172107 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -18546070.000000 Penalty: 3919.052246
	Iteration 44Q: 3 clusters Score -1.854607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172111 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -18546064.000000 Penalty: 3919.052246
	Iteration 45Q: 3 clusters Score -1.854606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172117 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -18546052.000000 Penalty: 3919.052246
	Iteration 46Q: 3 clusters Score -1.854605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172123 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -18546060.000000 Penalty: 3919.052246
	Iteration 47Q: 3 clusters Score -1.854606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172128 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -18546056.000000 Penalty: 3919.052246
	Iteration 48Q: 3 clusters Score -1.854606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172137 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -18546056.000000 Penalty: 3919.052246
	Iteration 49Q: 3 clusters Score -1.854606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172139 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -18546056.000000 Penalty: 3919.052246
	Iteration 50Q: 3 clusters Score -1.854606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172141 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -18546048.000000 Penalty: 3919.052246
	Iteration 51Q: 3 clusters Score -1.854605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172142 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -18546048.000000 Penalty: 3919.052246
	Iteration 52Q: 3 clusters Score -1.854605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172142 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -18546048.000000 Penalty: 3919.052246
	Iteration 53F: 3 clusters Score -1.854605e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Entering Unmasked Estep 
Score: -413756.656250 Penalty: 1353.960938
	Iteration 0F: 2 clusters Score -413756.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -410326.750000 Penalty: 2707.921875
	Iteration 0F: 3 clusters Score -410326.8 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -411316.812500 Penalty: 2707.921875
	Iteration 1F: 3 clusters Score -411316.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -411670.593750 Penalty: 2707.921875
	Iteration 2F: 3 clusters Score -411670.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -412037.812500 Penalty: 2707.921875
	Iteration 3F: 3 clusters Score -412037.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -412374.343750 Penalty: 2707.921875
	Iteration 4F: 3 clusters Score -412374.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -412622.656250 Penalty: 2707.921875
	Iteration 5F: 3 clusters Score -412622.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -412823.593750 Penalty: 2707.921875
	Iteration 6F: 3 clusters Score -412823.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -412978.500000 Penalty: 2707.921875
	Iteration 7Q: 3 clusters Score -412978.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -413100.812500 Penalty: 2707.921875
	Iteration 8Q: 3 clusters Score -413100.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -413151.093750 Penalty: 2707.921875
	Iteration 9Q: 3 clusters Score -413151.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -413177.406250 Penalty: 2707.921875
	Iteration 10Q: 3 clusters Score -413177.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -413190.718750 Penalty: 2707.921875
	Iteration 11Q: 3 clusters Score -413190.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -413196.125000 Penalty: 2707.921875
	Iteration 12Q: 3 clusters Score -413196.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -413203.218750 Penalty: 2707.921875
	Iteration 13Q: 3 clusters Score -413203.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -413211.625000 Penalty: 2707.921875
	Iteration 14Q: 3 clusters Score -413211.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -413219.093750 Penalty: 2707.921875
	Iteration 15Q: 3 clusters Score -413219.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -413225.062500 Penalty: 2707.921875
	Iteration 16Q: 3 clusters Score -413225.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -413226.843750 Penalty: 2707.921875
	Iteration 17Q: 3 clusters Score -413226.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -413229.281250 Penalty: 2707.921875
	Iteration 18Q: 3 clusters Score -413229.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -413233.218750 Penalty: 2707.921875
	Iteration 19Q: 3 clusters Score -413233.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -413233.812500 Penalty: 2707.921875
	Iteration 20F: 3 clusters Score -413233.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -413236.125000 Penalty: 2707.921875
	Iteration 21Q: 3 clusters Score -413236.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -413237.500000 Penalty: 2707.921875
	Iteration 22Q: 3 clusters Score -413237.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -413237.718750 Penalty: 2707.921875
	Iteration 23Q: 3 clusters Score -413237.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -413237.718750 Penalty: 2707.921875
	Iteration 24F: 3 clusters Score -413237.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Entering Unmasked Estep 
Score: -418734.000000 Penalty: 1367.571533
	Iteration 0F: 2 clusters Score -418734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -415216.875000 Penalty: 2735.143066
	Iteration 0F: 3 clusters Score -415216.9 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -417178.843750 Penalty: 2735.143066
	Iteration 1F: 3 clusters Score -417178.8 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -418733.906250 Penalty: 2735.143066
	Iteration 2F: 3 clusters Score -418733.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -419812.937500 Penalty: 2735.143066
	Iteration 3F: 3 clusters Score -419812.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -420473.593750 Penalty: 2735.143066
	Iteration 4F: 3 clusters Score -420473.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -420973.125000 Penalty: 2735.143066
	Iteration 5Q: 3 clusters Score -420973.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -421214.031250 Penalty: 2735.143066
	Iteration 6Q: 3 clusters Score -421214 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -421315.156250 Penalty: 2735.143066
	Iteration 7Q: 3 clusters Score -421315.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -421354.187500 Penalty: 2735.143066
	Iteration 8Q: 3 clusters Score -421354.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -421370.656250 Penalty: 2735.143066
	Iteration 9Q: 3 clusters Score -421370.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -421379.687500 Penalty: 2735.143066
	Iteration 10Q: 3 clusters Score -421379.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -421387.968750 Penalty: 2735.143066
	Iteration 11Q: 3 clusters Score -421388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -421393.312500 Penalty: 2735.143066
	Iteration 12Q: 3 clusters Score -421393.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -421398.843750 Penalty: 2735.143066
	Iteration 13Q: 3 clusters Score -421398.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -421403.156250 Penalty: 2735.143066
	Iteration 14Q: 3 clusters Score -421403.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -421406.687500 Penalty: 2735.143066
	Iteration 15Q: 3 clusters Score -421406.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -421411.656250 Penalty: 2735.143066
	Iteration 16Q: 3 clusters Score -421411.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -421415.531250 Penalty: 2735.143066
	Iteration 17Q: 3 clusters Score -421415.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -421418.750000 Penalty: 2735.143066
	Iteration 18Q: 3 clusters Score -421418.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -421422.156250 Penalty: 2735.143066
	Iteration 19Q: 3 clusters Score -421422.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -421469.406250 Penalty: 2735.143066
	Iteration 20F: 3 clusters Score -421469.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -421506.312500 Penalty: 2735.143066
	Iteration 21Q: 3 clusters Score -421506.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -421547.937500 Penalty: 2735.143066
	Iteration 22Q: 3 clusters Score -421547.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -421588.437500 Penalty: 2735.143066
	Iteration 23Q: 3 clusters Score -421588.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -421625.218750 Penalty: 2735.143066
	Iteration 24Q: 3 clusters Score -421625.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -421673.906250 Penalty: 2735.143066
	Iteration 25Q: 3 clusters Score -421673.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -421727.593750 Penalty: 2735.143066
	Iteration 26Q: 3 clusters Score -421727.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -421778.218750 Penalty: 2735.143066
	Iteration 27Q: 3 clusters Score -421778.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -421869.562500 Penalty: 2735.143066
	Iteration 28Q: 3 clusters Score -421869.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -421985.781250 Penalty: 2735.143066
	Iteration 29Q: 3 clusters Score -421985.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -422102.937500 Penalty: 2735.143066
	Iteration 30Q: 3 clusters Score -422102.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -422271.125000 Penalty: 2735.143066
	Iteration 31Q: 3 clusters Score -422271.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -422514.656250 Penalty: 2735.143066
	Iteration 32Q: 3 clusters Score -422514.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -422835.531250 Penalty: 2735.143066
	Iteration 33Q: 3 clusters Score -422835.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -423235.062500 Penalty: 2735.143066
	Iteration 34Q: 3 clusters Score -423235.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -423761.968750 Penalty: 2735.143066
	Iteration 35Q: 3 clusters Score -423762 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -424379.812500 Penalty: 2735.143066
	Iteration 36Q: 3 clusters Score -424379.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -424819.187500 Penalty: 2735.143066
	Iteration 37Q: 3 clusters Score -424819.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -424903.937500 Penalty: 2735.143066
	Iteration 38Q: 3 clusters Score -424903.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -424942.718750 Penalty: 2735.143066
	Iteration 39Q: 3 clusters Score -424942.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -425012.750000 Penalty: 2735.143066
	Iteration 40F: 3 clusters Score -425012.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -425160.437500 Penalty: 2735.143066
	Iteration 41Q: 3 clusters Score -425160.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -425299.937500 Penalty: 2735.143066
	Iteration 42Q: 3 clusters Score -425299.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -425383.125000 Penalty: 2735.143066
	Iteration 43Q: 3 clusters Score -425383.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -425413.437500 Penalty: 2735.143066
	Iteration 44Q: 3 clusters Score -425413.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -425427.812500 Penalty: 2735.143066
	Iteration 45Q: 3 clusters Score -425427.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -425431.562500 Penalty: 2735.143066
	Iteration 46Q: 3 clusters Score -425431.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -425436.875000 Penalty: 2735.143066
	Iteration 47Q: 3 clusters Score -425436.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -425451.468750 Penalty: 2735.143066
	Iteration 48Q: 3 clusters Score -425451.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -425467.468750 Penalty: 2735.143066
	Iteration 49Q: 3 clusters Score -425467.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -425471.156250 Penalty: 2735.143066
	Iteration 50Q: 3 clusters Score -425471.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -425477.156250 Penalty: 2735.143066
	Iteration 51Q: 3 clusters Score -425477.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -425479.875000 Penalty: 2735.143066
	Iteration 52Q: 3 clusters Score -425479.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -425481.000000 Penalty: 2735.143066
	Iteration 53Q: 3 clusters Score -425481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -425483.968750 Penalty: 2735.143066
	Iteration 54Q: 3 clusters Score -425484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -425486.281250 Penalty: 2735.143066
	Iteration 55Q: 3 clusters Score -425486.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -425486.593750 Penalty: 2735.143066
	Iteration 56Q: 3 clusters Score -425486.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -425487.750000 Penalty: 2735.143066
	Iteration 57Q: 3 clusters Score -425487.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -425489.812500 Penalty: 2735.143066
	Iteration 58Q: 3 clusters Score -425489.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -425492.281250 Penalty: 2735.143066
	Iteration 59Q: 3 clusters Score -425492.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -425492.281250 Penalty: 2735.143066
	Iteration 60F: 3 clusters Score -425492.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 16043 members 
Mstep: Class 3 contains 5119 members 
Mstep: Class 4 contains 20674 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2397 members 
Mstep: Class 7 contains 11558 members 
Mstep: Class 8 contains 16654 members 
Mstep: Class 9 contains 730 members 
Mstep: Class 10 contains 15847 members 
Mstep: Class 11 contains 27285 members 
Mstep: Class 12 contains 17161 members 
Mstep: Class 13 contains 129972 members 
Mstep: Class 14 contains 24402 members 
Mstep: Class 15 contains 10713 members 
Mstep: Class 16 contains 24275 members 
Mstep: Class 17 contains 41810 members 
Mstep: Class 18 contains 172581 members 
Mstep: Class 19 contains 4155 members 
Mstep: Class 20 contains 3334 members 
Mstep: Class 21 contains 31610 members 
Mstep: Class 22 contains 10619 members 
Mstep: Class 23 contains 1059 members 
Mstep: Class 24 contains 18018 members 
Mstep: Class 25 contains 8215 members 
Mstep: Class 26 contains 1743 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 6357 members 
Mstep: Class 29 contains 6748 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 555 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 1184 members 
Entering Unmasked Estep 
Score: -65938868.000000 Penalty: 71703.882812
Splitting cluster 20 changes total score from -65929588.000000 to -65938868.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 21 (31610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Entering Unmasked Estep 
Score: -3359215.000000 Penalty: 1683.699707
	Iteration 0F: 2 clusters Score -3359215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -3338020.500000 Penalty: 3367.399414
	Iteration 0F: 3 clusters Score -3338020 nChanged 14473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -3345865.000000 Penalty: 3367.399414
	Iteration 1F: 3 clusters Score -3345865 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -3346172.000000 Penalty: 3367.399414
	Iteration 2Q: 3 clusters Score -3346172 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3346459.000000 Penalty: 3367.399414
	Iteration 3Q: 3 clusters Score -3346459 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -3346769.500000 Penalty: 3367.399414
	Iteration 4Q: 3 clusters Score -3346770 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -3347112.000000 Penalty: 3367.399414
	Iteration 5Q: 3 clusters Score -3347112 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -3347499.500000 Penalty: 3367.399414
	Iteration 6Q: 3 clusters Score -3347500 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -3348006.750000 Penalty: 3367.399414
	Iteration 7Q: 3 clusters Score -3348007 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -3348550.250000 Penalty: 3367.399414
	Iteration 8Q: 3 clusters Score -3348550 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -3349263.500000 Penalty: 3367.399414
	Iteration 9Q: 3 clusters Score -3349264 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -3350176.000000 Penalty: 3367.399414
	Iteration 10Q: 3 clusters Score -3350176 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -3351165.250000 Penalty: 3367.399414
	Iteration 11Q: 3 clusters Score -3351165 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -3352099.000000 Penalty: 3367.399414
	Iteration 12Q: 3 clusters Score -3352099 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -3352750.750000 Penalty: 3367.399414
	Iteration 13Q: 3 clusters Score -3352751 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -3353142.750000 Penalty: 3367.399414
	Iteration 14Q: 3 clusters Score -3353143 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -3353341.250000 Penalty: 3367.399414
	Iteration 15Q: 3 clusters Score -3353341 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -3353521.500000 Penalty: 3367.399414
	Iteration 16Q: 3 clusters Score -3353522 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -3353681.750000 Penalty: 3367.399414
	Iteration 17Q: 3 clusters Score -3353682 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -3353849.250000 Penalty: 3367.399414
	Iteration 18Q: 3 clusters Score -3353849 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -3354044.000000 Penalty: 3367.399414
	Iteration 19Q: 3 clusters Score -3354044 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -3354283.750000 Penalty: 3367.399414
	Iteration 20F: 3 clusters Score -3354284 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -3354544.750000 Penalty: 3367.399414
	Iteration 21Q: 3 clusters Score -3354545 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -3354827.250000 Penalty: 3367.399414
	Iteration 22Q: 3 clusters Score -3354827 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -3355167.250000 Penalty: 3367.399414
	Iteration 23Q: 3 clusters Score -3355167 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -3355484.500000 Penalty: 3367.399414
	Iteration 24Q: 3 clusters Score -3355484 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -3355801.250000 Penalty: 3367.399414
	Iteration 25Q: 3 clusters Score -3355801 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -3356080.250000 Penalty: 3367.399414
	Iteration 26Q: 3 clusters Score -3356080 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -3356332.750000 Penalty: 3367.399414
	Iteration 27Q: 3 clusters Score -3356333 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -3356552.000000 Penalty: 3367.399414
	Iteration 28Q: 3 clusters Score -3356552 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -3356721.500000 Penalty: 3367.399414
	Iteration 29Q: 3 clusters Score -3356722 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -3356847.250000 Penalty: 3367.399414
	Iteration 30Q: 3 clusters Score -3356847 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -3356947.250000 Penalty: 3367.399414
	Iteration 31Q: 3 clusters Score -3356947 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -3357032.500000 Penalty: 3367.399414
	Iteration 32Q: 3 clusters Score -3357032 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -3357149.000000 Penalty: 3367.399414
	Iteration 33Q: 3 clusters Score -3357149 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -3357247.000000 Penalty: 3367.399414
	Iteration 34Q: 3 clusters Score -3357247 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3357343.250000 Penalty: 3367.399414
	Iteration 35Q: 3 clusters Score -3357343 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3357434.500000 Penalty: 3367.399414
	Iteration 36Q: 3 clusters Score -3357434 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3357527.250000 Penalty: 3367.399414
	Iteration 37Q: 3 clusters Score -3357527 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3357604.250000 Penalty: 3367.399414
	Iteration 38Q: 3 clusters Score -3357604 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3357688.000000 Penalty: 3367.399414
	Iteration 39Q: 3 clusters Score -3357688 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3357736.750000 Penalty: 3367.399414
	Iteration 40F: 3 clusters Score -3357737 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3357775.250000 Penalty: 3367.399414
	Iteration 41Q: 3 clusters Score -3357775 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3357825.750000 Penalty: 3367.399414
	Iteration 42Q: 3 clusters Score -3357826 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3357888.750000 Penalty: 3367.399414
	Iteration 43Q: 3 clusters Score -3357889 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3357930.500000 Penalty: 3367.399414
	Iteration 44Q: 3 clusters Score -3357930 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3357968.500000 Penalty: 3367.399414
	Iteration 45Q: 3 clusters Score -3357968 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3358009.000000 Penalty: 3367.399414
	Iteration 46Q: 3 clusters Score -3358009 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3358031.250000 Penalty: 3367.399414
	Iteration 47Q: 3 clusters Score -3358031 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3358063.250000 Penalty: 3367.399414
	Iteration 48Q: 3 clusters Score -3358063 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3358075.000000 Penalty: 3367.399414
	Iteration 49Q: 3 clusters Score -3358075 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3358074.000000 Penalty: 3367.399414
	Iteration 50Q: 3 clusters Score -3358074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3358077.000000 Penalty: 3367.399414
	Iteration 51Q: 3 clusters Score -3358077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3358077.500000 Penalty: 3367.399414
	Iteration 52Q: 3 clusters Score -3358078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3358078.750000 Penalty: 3367.399414
	Iteration 53Q: 3 clusters Score -3358079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3358079.750000 Penalty: 3367.399414
	Iteration 54Q: 3 clusters Score -3358080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3358084.000000 Penalty: 3367.399414
	Iteration 55Q: 3 clusters Score -3358084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3358084.750000 Penalty: 3367.399414
	Iteration 56Q: 3 clusters Score -3358085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3358098.500000 Penalty: 3367.399414
	Iteration 57Q: 3 clusters Score -3358098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3358100.000000 Penalty: 3367.399414
	Iteration 58Q: 3 clusters Score -3358100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3358103.250000 Penalty: 3367.399414
	Iteration 59Q: 3 clusters Score -3358103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3358102.250000 Penalty: 3367.399414
	Iteration 60F: 3 clusters Score -3358102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3358104.750000 Penalty: 3367.399414
	Iteration 61Q: 3 clusters Score -3358105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3358109.000000 Penalty: 3367.399414
	Iteration 62Q: 3 clusters Score -3358109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3358106.000000 Penalty: 3367.399414
	Iteration 63Q: 3 clusters Score -3358106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3358109.500000 Penalty: 3367.399414
	Iteration 64Q: 3 clusters Score -3358110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3358110.250000 Penalty: 3367.399414
	Iteration 65Q: 3 clusters Score -3358110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3358112.750000 Penalty: 3367.399414
	Iteration 66Q: 3 clusters Score -3358113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3358112.250000 Penalty: 3367.399414
	Iteration 67Q: 3 clusters Score -3358112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3358120.750000 Penalty: 3367.399414
	Iteration 68Q: 3 clusters Score -3358121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3358120.250000 Penalty: 3367.399414
	Iteration 69Q: 3 clusters Score -3358120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3358122.250000 Penalty: 3367.399414
	Iteration 70Q: 3 clusters Score -3358122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3358124.250000 Penalty: 3367.399414
	Iteration 71Q: 3 clusters Score -3358124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3358123.500000 Penalty: 3367.399414
	Iteration 72Q: 3 clusters Score -3358124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3358123.500000 Penalty: 3367.399414
	Iteration 73F: 3 clusters Score -3358124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Entering Unmasked Estep 
Score: -1090145.750000 Penalty: 1506.440063
	Iteration 0F: 2 clusters Score -1090146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1082610.500000 Penalty: 3012.880127
	Iteration 0F: 3 clusters Score -1082610 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1085099.500000 Penalty: 3012.880127
	Iteration 1F: 3 clusters Score -1085100 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1085342.000000 Penalty: 3012.880127
	Iteration 2F: 3 clusters Score -1085342 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1085549.375000 Penalty: 3012.880127
	Iteration 3Q: 3 clusters Score -1085549 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1085740.125000 Penalty: 3012.880127
	Iteration 4Q: 3 clusters Score -1085740 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1085952.875000 Penalty: 3012.880127
	Iteration 5Q: 3 clusters Score -1085953 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1086191.750000 Penalty: 3012.880127
	Iteration 6Q: 3 clusters Score -1086192 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1086479.875000 Penalty: 3012.880127
	Iteration 7Q: 3 clusters Score -1086480 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1086785.875000 Penalty: 3012.880127
	Iteration 8Q: 3 clusters Score -1086786 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1087144.875000 Penalty: 3012.880127
	Iteration 9Q: 3 clusters Score -1087145 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1087505.000000 Penalty: 3012.880127
	Iteration 10Q: 3 clusters Score -1087505 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1087833.750000 Penalty: 3012.880127
	Iteration 11Q: 3 clusters Score -1087834 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1088088.875000 Penalty: 3012.880127
	Iteration 12Q: 3 clusters Score -1088089 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1088308.375000 Penalty: 3012.880127
	Iteration 13Q: 3 clusters Score -1088308 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1088468.875000 Penalty: 3012.880127
	Iteration 14Q: 3 clusters Score -1088469 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1088581.625000 Penalty: 3012.880127
	Iteration 15Q: 3 clusters Score -1088582 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1088666.000000 Penalty: 3012.880127
	Iteration 16Q: 3 clusters Score -1088666 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1088721.000000 Penalty: 3012.880127
	Iteration 17Q: 3 clusters Score -1088721 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1088753.500000 Penalty: 3012.880127
	Iteration 18Q: 3 clusters Score -1088754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1088776.750000 Penalty: 3012.880127
	Iteration 19Q: 3 clusters Score -1088777 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1088796.250000 Penalty: 3012.880127
	Iteration 20F: 3 clusters Score -1088796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1088821.125000 Penalty: 3012.880127
	Iteration 21Q: 3 clusters Score -1088821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1088841.000000 Penalty: 3012.880127
	Iteration 22Q: 3 clusters Score -1088841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1088855.250000 Penalty: 3012.880127
	Iteration 23Q: 3 clusters Score -1088855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1088867.875000 Penalty: 3012.880127
	Iteration 24Q: 3 clusters Score -1088868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1088879.500000 Penalty: 3012.880127
	Iteration 25Q: 3 clusters Score -1088880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1088883.500000 Penalty: 3012.880127
	Iteration 26Q: 3 clusters Score -1088884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1088890.250000 Penalty: 3012.880127
	Iteration 27Q: 3 clusters Score -1088890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1088894.625000 Penalty: 3012.880127
	Iteration 28Q: 3 clusters Score -1088895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1088904.125000 Penalty: 3012.880127
	Iteration 29Q: 3 clusters Score -1088904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1088913.125000 Penalty: 3012.880127
	Iteration 30Q: 3 clusters Score -1088913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1088923.875000 Penalty: 3012.880127
	Iteration 31Q: 3 clusters Score -1088924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1088931.375000 Penalty: 3012.880127
	Iteration 32Q: 3 clusters Score -1088931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1088933.625000 Penalty: 3012.880127
	Iteration 33Q: 3 clusters Score -1088934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1088935.500000 Penalty: 3012.880127
	Iteration 34Q: 3 clusters Score -1088936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1088941.875000 Penalty: 3012.880127
	Iteration 35Q: 3 clusters Score -1088942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1088946.500000 Penalty: 3012.880127
	Iteration 36Q: 3 clusters Score -1088946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1088949.750000 Penalty: 3012.880127
	Iteration 37Q: 3 clusters Score -1088950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1088953.125000 Penalty: 3012.880127
	Iteration 38Q: 3 clusters Score -1088953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1088955.375000 Penalty: 3012.880127
	Iteration 39Q: 3 clusters Score -1088955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1088957.625000 Penalty: 3012.880127
	Iteration 40F: 3 clusters Score -1088958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -102159.757812 Penalty: 1131.825562
	Iteration 0F: 2 clusters Score -102159.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -100729.812500 Penalty: 2263.651123
	Iteration 0F: 3 clusters Score -100729.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -101064.515625 Penalty: 2263.651123
	Iteration 1F: 3 clusters Score -101064.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -101196.218750 Penalty: 2263.651123
	Iteration 2F: 3 clusters Score -101196.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -101272.164062 Penalty: 2263.651123
	Iteration 3F: 3 clusters Score -101272.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -101308.468750 Penalty: 2263.651123
	Iteration 4Q: 3 clusters Score -101308.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -101328.851562 Penalty: 2263.651123
	Iteration 5Q: 3 clusters Score -101328.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -101337.851562 Penalty: 2263.651123
	Iteration 6Q: 3 clusters Score -101337.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -101349.093750 Penalty: 2263.651123
	Iteration 7Q: 3 clusters Score -101349.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -101368.976562 Penalty: 2263.651123
	Iteration 8Q: 3 clusters Score -101369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -101379.382812 Penalty: 2263.651123
	Iteration 9Q: 3 clusters Score -101379.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -101385.914062 Penalty: 2263.651123
	Iteration 10Q: 3 clusters Score -101385.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -101392.539062 Penalty: 2263.651123
	Iteration 11Q: 3 clusters Score -101392.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -101393.460938 Penalty: 2263.651123
	Iteration 12Q: 3 clusters Score -101393.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -101394.679688 Penalty: 2263.651123
	Iteration 13Q: 3 clusters Score -101394.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -101396.109375 Penalty: 2263.651123
	Iteration 14Q: 3 clusters Score -101396.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -101396.539062 Penalty: 2263.651123
	Iteration 15Q: 3 clusters Score -101396.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -101396.539062 Penalty: 2263.651123
	Iteration 16F: 3 clusters Score -101396.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Entering Unmasked Estep 
Score: -1875120.875000 Penalty: 1592.358032
	Iteration 0F: 2 clusters Score -1875121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1862689.500000 Penalty: 3184.716064
	Iteration 0F: 3 clusters Score -1862690 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1867517.250000 Penalty: 3184.716064
	Iteration 1F: 3 clusters Score -1867517 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1868013.625000 Penalty: 3184.716064
	Iteration 2F: 3 clusters Score -1868014 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1868519.375000 Penalty: 3184.716064
	Iteration 3F: 3 clusters Score -1868519 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1869034.125000 Penalty: 3184.716064
	Iteration 4F: 3 clusters Score -1869034 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1869600.500000 Penalty: 3184.716064
	Iteration 5F: 3 clusters Score -1869600 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1870159.375000 Penalty: 3184.716064
	Iteration 6F: 3 clusters Score -1870159 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1870730.500000 Penalty: 3184.716064
	Iteration 7F: 3 clusters Score -1870730 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1871301.000000 Penalty: 3184.716064
	Iteration 8Q: 3 clusters Score -1871301 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1871935.125000 Penalty: 3184.716064
	Iteration 9Q: 3 clusters Score -1871935 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1872539.625000 Penalty: 3184.716064
	Iteration 10Q: 3 clusters Score -1872540 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1873041.000000 Penalty: 3184.716064
	Iteration 11Q: 3 clusters Score -1873041 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1873457.750000 Penalty: 3184.716064
	Iteration 12Q: 3 clusters Score -1873458 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1873715.625000 Penalty: 3184.716064
	Iteration 13Q: 3 clusters Score -1873716 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1873873.625000 Penalty: 3184.716064
	Iteration 14Q: 3 clusters Score -1873874 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1873974.750000 Penalty: 3184.716064
	Iteration 15Q: 3 clusters Score -1873975 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1874044.250000 Penalty: 3184.716064
	Iteration 16Q: 3 clusters Score -1874044 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1874092.750000 Penalty: 3184.716064
	Iteration 17Q: 3 clusters Score -1874093 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1874127.875000 Penalty: 3184.716064
	Iteration 18Q: 3 clusters Score -1874128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1874152.875000 Penalty: 3184.716064
	Iteration 19Q: 3 clusters Score -1874153 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1874173.125000 Penalty: 3184.716064
	Iteration 20F: 3 clusters Score -1874173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1874176.500000 Penalty: 3184.716064
	Iteration 21Q: 3 clusters Score -1874176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1874187.250000 Penalty: 3184.716064
	Iteration 22Q: 3 clusters Score -1874187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1874193.250000 Penalty: 3184.716064
	Iteration 23Q: 3 clusters Score -1874193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1874197.250000 Penalty: 3184.716064
	Iteration 24Q: 3 clusters Score -1874197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1874199.125000 Penalty: 3184.716064
	Iteration 25Q: 3 clusters Score -1874199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1874200.000000 Penalty: 3184.716064
	Iteration 26Q: 3 clusters Score -1874200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1874201.000000 Penalty: 3184.716064
	Iteration 27Q: 3 clusters Score -1874201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1874204.500000 Penalty: 3184.716064
	Iteration 28Q: 3 clusters Score -1874204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1874209.625000 Penalty: 3184.716064
	Iteration 29Q: 3 clusters Score -1874210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1874209.875000 Penalty: 3184.716064
	Iteration 30Q: 3 clusters Score -1874210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1874209.875000 Penalty: 3184.716064
	Iteration 31F: 3 clusters Score -1874210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Entering Unmasked Estep 
Score: -759796.187500 Penalty: 1464.729004
	Iteration 0F: 2 clusters Score -759796.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -753771.625000 Penalty: 2929.458008
	Iteration 0F: 3 clusters Score -753771.6 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -755806.000000 Penalty: 2929.458008
	Iteration 1F: 3 clusters Score -755806 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -756216.750000 Penalty: 2929.458008
	Iteration 2F: 3 clusters Score -756216.8 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -756639.812500 Penalty: 2929.458008
	Iteration 3F: 3 clusters Score -756639.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -757082.687500 Penalty: 2929.458008
	Iteration 4F: 3 clusters Score -757082.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -757532.500000 Penalty: 2929.458008
	Iteration 5F: 3 clusters Score -757532.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -757952.500000 Penalty: 2929.458008
	Iteration 6F: 3 clusters Score -757952.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -758261.812500 Penalty: 2929.458008
	Iteration 7Q: 3 clusters Score -758261.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -758482.000000 Penalty: 2929.458008
	Iteration 8Q: 3 clusters Score -758482 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -758640.937500 Penalty: 2929.458008
	Iteration 9Q: 3 clusters Score -758640.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -758751.875000 Penalty: 2929.458008
	Iteration 10Q: 3 clusters Score -758751.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -758829.250000 Penalty: 2929.458008
	Iteration 11Q: 3 clusters Score -758829.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -758875.812500 Penalty: 2929.458008
	Iteration 12Q: 3 clusters Score -758875.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -758905.750000 Penalty: 2929.458008
	Iteration 13Q: 3 clusters Score -758905.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -758934.750000 Penalty: 2929.458008
	Iteration 14Q: 3 clusters Score -758934.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -758958.187500 Penalty: 2929.458008
	Iteration 15Q: 3 clusters Score -758958.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -758981.875000 Penalty: 2929.458008
	Iteration 16Q: 3 clusters Score -758981.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -758999.812500 Penalty: 2929.458008
	Iteration 17Q: 3 clusters Score -758999.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -759022.750000 Penalty: 2929.458008
	Iteration 18Q: 3 clusters Score -759022.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -759044.625000 Penalty: 2929.458008
	Iteration 19Q: 3 clusters Score -759044.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -759071.500000 Penalty: 2929.458008
	Iteration 20F: 3 clusters Score -759071.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -759102.250000 Penalty: 2929.458008
	Iteration 21Q: 3 clusters Score -759102.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -759140.750000 Penalty: 2929.458008
	Iteration 22Q: 3 clusters Score -759140.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -759177.750000 Penalty: 2929.458008
	Iteration 23Q: 3 clusters Score -759177.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -759213.000000 Penalty: 2929.458008
	Iteration 24Q: 3 clusters Score -759213 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -759254.687500 Penalty: 2929.458008
	Iteration 25Q: 3 clusters Score -759254.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -759285.125000 Penalty: 2929.458008
	Iteration 26Q: 3 clusters Score -759285.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -759314.875000 Penalty: 2929.458008
	Iteration 27Q: 3 clusters Score -759314.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -759349.562500 Penalty: 2929.458008
	Iteration 28Q: 3 clusters Score -759349.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -759381.437500 Penalty: 2929.458008
	Iteration 29Q: 3 clusters Score -759381.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -759410.750000 Penalty: 2929.458008
	Iteration 30Q: 3 clusters Score -759410.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -759436.187500 Penalty: 2929.458008
	Iteration 31Q: 3 clusters Score -759436.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -759469.812500 Penalty: 2929.458008
	Iteration 32Q: 3 clusters Score -759469.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -759509.937500 Penalty: 2929.458008
	Iteration 33Q: 3 clusters Score -759509.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -759556.062500 Penalty: 2929.458008
	Iteration 34Q: 3 clusters Score -759556.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -759605.562500 Penalty: 2929.458008
	Iteration 35Q: 3 clusters Score -759605.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -759651.000000 Penalty: 2929.458008
	Iteration 36Q: 3 clusters Score -759651 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -759696.000000 Penalty: 2929.458008
	Iteration 37Q: 3 clusters Score -759696 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -759772.937500 Penalty: 2929.458008
	Iteration 38Q: 3 clusters Score -759772.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -759844.625000 Penalty: 2929.458008
	Iteration 39Q: 3 clusters Score -759844.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -759895.437500 Penalty: 2929.458008
	Iteration 40F: 3 clusters Score -759895.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -759948.125000 Penalty: 2929.458008
	Iteration 41Q: 3 clusters Score -759948.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -759981.250000 Penalty: 2929.458008
	Iteration 42Q: 3 clusters Score -759981.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -760007.125000 Penalty: 2929.458008
	Iteration 43Q: 3 clusters Score -760007.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -760030.125000 Penalty: 2929.458008
	Iteration 44Q: 3 clusters Score -760030.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -760051.500000 Penalty: 2929.458008
	Iteration 45Q: 3 clusters Score -760051.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -760071.062500 Penalty: 2929.458008
	Iteration 46Q: 3 clusters Score -760071.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -760083.312500 Penalty: 2929.458008
	Iteration 47Q: 3 clusters Score -760083.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -760091.687500 Penalty: 2929.458008
	Iteration 48Q: 3 clusters Score -760091.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -760102.500000 Penalty: 2929.458008
	Iteration 49Q: 3 clusters Score -760102.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -760107.625000 Penalty: 2929.458008
	Iteration 50Q: 3 clusters Score -760107.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -760115.000000 Penalty: 2929.458008
	Iteration 51Q: 3 clusters Score -760115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -760115.500000 Penalty: 2929.458008
	Iteration 52Q: 3 clusters Score -760115.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -760116.000000 Penalty: 2929.458008
	Iteration 53Q: 3 clusters Score -760116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -760119.437500 Penalty: 2929.458008
	Iteration 54Q: 3 clusters Score -760119.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -760119.562500 Penalty: 2929.458008
	Iteration 55Q: 3 clusters Score -760119.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -760125.687500 Penalty: 2929.458008
	Iteration 56Q: 3 clusters Score -760125.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -760128.812500 Penalty: 2929.458008
	Iteration 57Q: 3 clusters Score -760128.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -760128.187500 Penalty: 2929.458008
	Iteration 58Q: 3 clusters Score -760128.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -760128.312500 Penalty: 2929.458008
	Iteration 59Q: 3 clusters Score -760128.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -760127.375000 Penalty: 2929.458008
	Iteration 60F: 3 clusters Score -760127.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -760130.375000 Penalty: 2929.458008
	Iteration 61Q: 3 clusters Score -760130.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -760130.125000 Penalty: 2929.458008
	Iteration 62Q: 3 clusters Score -760130.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -760131.312500 Penalty: 2929.458008
	Iteration 63Q: 3 clusters Score -760131.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -760134.250000 Penalty: 2929.458008
	Iteration 64Q: 3 clusters Score -760134.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -760135.187500 Penalty: 2929.458008
	Iteration 65Q: 3 clusters Score -760135.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -760135.187500 Penalty: 2929.458008
	Iteration 66F: 3 clusters Score -760135.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 16043 members 
Mstep: Class 3 contains 5119 members 
Mstep: Class 4 contains 20674 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2397 members 
Mstep: Class 7 contains 11558 members 
Mstep: Class 8 contains 16654 members 
Mstep: Class 9 contains 730 members 
Mstep: Class 10 contains 15847 members 
Mstep: Class 11 contains 27285 members 
Mstep: Class 12 contains 17161 members 
Mstep: Class 13 contains 129972 members 
Mstep: Class 14 contains 24402 members 
Mstep: Class 15 contains 10713 members 
Mstep: Class 16 contains 24275 members 
Mstep: Class 17 contains 41810 members 
Mstep: Class 18 contains 172581 members 
Mstep: Class 19 contains 4155 members 
Mstep: Class 20 contains 3334 members 
Mstep: Class 21 contains 31610 members 
Mstep: Class 22 contains 10619 members 
Mstep: Class 23 contains 1059 members 
Mstep: Class 24 contains 18018 members 
Mstep: Class 25 contains 5794 members 
Mstep: Class 26 contains 1743 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 6357 members 
Mstep: Class 29 contains 6748 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 555 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 1184 members 
Mstep: Class 34 contains 2421 members 
Entering Unmasked Estep 
Score: -65938424.000000 Penalty: 73876.734375
Splitting cluster 25 changes total score from -65929588.000000 to -65938424.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 26 (1743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Entering Unmasked Estep 
Score: -189776.828125 Penalty: 1212.796509
	Iteration 0F: 2 clusters Score -189776.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -187841.703125 Penalty: 2425.593018
	Iteration 0F: 3 clusters Score -187841.7 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -188228.078125 Penalty: 2425.593018
	Iteration 1F: 3 clusters Score -188228.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -188310.546875 Penalty: 2425.593018
	Iteration 2F: 3 clusters Score -188310.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -188366.046875 Penalty: 2425.593018
	Iteration 3Q: 3 clusters Score -188366 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -188402.062500 Penalty: 2425.593018
	Iteration 4Q: 3 clusters Score -188402.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -188426.703125 Penalty: 2425.593018
	Iteration 5Q: 3 clusters Score -188426.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -188440.125000 Penalty: 2425.593018
	Iteration 6Q: 3 clusters Score -188440.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -188448.484375 Penalty: 2425.593018
	Iteration 7Q: 3 clusters Score -188448.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -188452.421875 Penalty: 2425.593018
	Iteration 8Q: 3 clusters Score -188452.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -188456.734375 Penalty: 2425.593018
	Iteration 9Q: 3 clusters Score -188456.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -188460.984375 Penalty: 2425.593018
	Iteration 10Q: 3 clusters Score -188461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -188462.937500 Penalty: 2425.593018
	Iteration 11Q: 3 clusters Score -188462.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -188463.265625 Penalty: 2425.593018
	Iteration 12Q: 3 clusters Score -188463.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -188463.609375 Penalty: 2425.593018
	Iteration 13Q: 3 clusters Score -188463.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -188465.453125 Penalty: 2425.593018
	Iteration 14Q: 3 clusters Score -188465.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -188465.875000 Penalty: 2425.593018
	Iteration 15Q: 3 clusters Score -188465.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -188465.875000 Penalty: 2425.593018
	Iteration 16F: 3 clusters Score -188465.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Entering Unmasked Estep 
Score: -649787.125000 Penalty: 1413.427124
	Iteration 0F: 2 clusters Score -649787.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -645187.625000 Penalty: 2826.854248
	Iteration 0F: 3 clusters Score -645187.6 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -646483.437500 Penalty: 2826.854248
	Iteration 1F: 3 clusters Score -646483.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -646661.750000 Penalty: 2826.854248
	Iteration 2F: 3 clusters Score -646661.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -646785.937500 Penalty: 2826.854248
	Iteration 3Q: 3 clusters Score -646785.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -646871.500000 Penalty: 2826.854248
	Iteration 4Q: 3 clusters Score -646871.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -646948.812500 Penalty: 2826.854248
	Iteration 5Q: 3 clusters Score -646948.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -647024.625000 Penalty: 2826.854248
	Iteration 6Q: 3 clusters Score -647024.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -647113.500000 Penalty: 2826.854248
	Iteration 7Q: 3 clusters Score -647113.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -647204.062500 Penalty: 2826.854248
	Iteration 8Q: 3 clusters Score -647204.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -647288.312500 Penalty: 2826.854248
	Iteration 9Q: 3 clusters Score -647288.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -647365.750000 Penalty: 2826.854248
	Iteration 10Q: 3 clusters Score -647365.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -647446.937500 Penalty: 2826.854248
	Iteration 11Q: 3 clusters Score -647446.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -647538.312500 Penalty: 2826.854248
	Iteration 12Q: 3 clusters Score -647538.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -647627.000000 Penalty: 2826.854248
	Iteration 13Q: 3 clusters Score -647627 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -647702.125000 Penalty: 2826.854248
	Iteration 14Q: 3 clusters Score -647702.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -647775.875000 Penalty: 2826.854248
	Iteration 15Q: 3 clusters Score -647775.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -647842.375000 Penalty: 2826.854248
	Iteration 16Q: 3 clusters Score -647842.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -647907.437500 Penalty: 2826.854248
	Iteration 17Q: 3 clusters Score -647907.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -647961.187500 Penalty: 2826.854248
	Iteration 18Q: 3 clusters Score -647961.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -648006.687500 Penalty: 2826.854248
	Iteration 19Q: 3 clusters Score -648006.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -648051.812500 Penalty: 2826.854248
	Iteration 20F: 3 clusters Score -648051.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -648095.562500 Penalty: 2826.854248
	Iteration 21Q: 3 clusters Score -648095.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -648140.000000 Penalty: 2826.854248
	Iteration 22Q: 3 clusters Score -648140 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -648191.062500 Penalty: 2826.854248
	Iteration 23Q: 3 clusters Score -648191.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -648222.937500 Penalty: 2826.854248
	Iteration 24Q: 3 clusters Score -648222.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -648250.375000 Penalty: 2826.854248
	Iteration 25Q: 3 clusters Score -648250.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -648272.937500 Penalty: 2826.854248
	Iteration 26Q: 3 clusters Score -648272.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -648293.437500 Penalty: 2826.854248
	Iteration 27Q: 3 clusters Score -648293.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -648300.000000 Penalty: 2826.854248
	Iteration 28Q: 3 clusters Score -648300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -648305.000000 Penalty: 2826.854248
	Iteration 29Q: 3 clusters Score -648305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -648309.875000 Penalty: 2826.854248
	Iteration 30Q: 3 clusters Score -648309.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -648313.312500 Penalty: 2826.854248
	Iteration 31Q: 3 clusters Score -648313.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -648318.000000 Penalty: 2826.854248
	Iteration 32Q: 3 clusters Score -648318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -648322.812500 Penalty: 2826.854248
	Iteration 33Q: 3 clusters Score -648322.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -648324.312500 Penalty: 2826.854248
	Iteration 34Q: 3 clusters Score -648324.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -648329.437500 Penalty: 2826.854248
	Iteration 35Q: 3 clusters Score -648329.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -648332.312500 Penalty: 2826.854248
	Iteration 36Q: 3 clusters Score -648332.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -648333.187500 Penalty: 2826.854248
	Iteration 37Q: 3 clusters Score -648333.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -648333.625000 Penalty: 2826.854248
	Iteration 38Q: 3 clusters Score -648333.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -648332.625000 Penalty: 2826.854248
	Iteration 39Q: 3 clusters Score -648332.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -648333.250000 Penalty: 2826.854248
	Iteration 40F: 3 clusters Score -648333.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Entering Unmasked Estep 
Score: -646407.812500 Penalty: 1423.063110
	Iteration 0F: 2 clusters Score -646407.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -641614.125000 Penalty: 2846.126221
	Iteration 0F: 3 clusters Score -641614.1 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -643013.562500 Penalty: 2846.126221
	Iteration 1F: 3 clusters Score -643013.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -643369.625000 Penalty: 2846.126221
	Iteration 2F: 3 clusters Score -643369.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -643760.562500 Penalty: 2846.126221
	Iteration 3F: 3 clusters Score -643760.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -644168.500000 Penalty: 2846.126221
	Iteration 4F: 3 clusters Score -644168.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -644647.500000 Penalty: 2846.126221
	Iteration 5F: 3 clusters Score -644647.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -645115.500000 Penalty: 2846.126221
	Iteration 6F: 3 clusters Score -645115.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -645474.562500 Penalty: 2846.126221
	Iteration 7F: 3 clusters Score -645474.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -645749.937500 Penalty: 2846.126221
	Iteration 8Q: 3 clusters Score -645749.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -645959.750000 Penalty: 2846.126221
	Iteration 9Q: 3 clusters Score -645959.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -646109.875000 Penalty: 2846.126221
	Iteration 10Q: 3 clusters Score -646109.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -646200.375000 Penalty: 2846.126221
	Iteration 11Q: 3 clusters Score -646200.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -646269.875000 Penalty: 2846.126221
	Iteration 12Q: 3 clusters Score -646269.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -646318.125000 Penalty: 2846.126221
	Iteration 13Q: 3 clusters Score -646318.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -646357.937500 Penalty: 2846.126221
	Iteration 14Q: 3 clusters Score -646357.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -646400.250000 Penalty: 2846.126221
	Iteration 15Q: 3 clusters Score -646400.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -646430.687500 Penalty: 2846.126221
	Iteration 16Q: 3 clusters Score -646430.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -646451.625000 Penalty: 2846.126221
	Iteration 17Q: 3 clusters Score -646451.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -646467.875000 Penalty: 2846.126221
	Iteration 18Q: 3 clusters Score -646467.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -646480.250000 Penalty: 2846.126221
	Iteration 19Q: 3 clusters Score -646480.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -646488.687500 Penalty: 2846.126221
	Iteration 20F: 3 clusters Score -646488.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -646495.062500 Penalty: 2846.126221
	Iteration 21Q: 3 clusters Score -646495.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -646500.000000 Penalty: 2846.126221
	Iteration 22Q: 3 clusters Score -646500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -646501.812500 Penalty: 2846.126221
	Iteration 23Q: 3 clusters Score -646501.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -646503.500000 Penalty: 2846.126221
	Iteration 24Q: 3 clusters Score -646503.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -646506.000000 Penalty: 2846.126221
	Iteration 25Q: 3 clusters Score -646506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -646506.062500 Penalty: 2846.126221
	Iteration 26Q: 3 clusters Score -646506.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -646507.750000 Penalty: 2846.126221
	Iteration 27Q: 3 clusters Score -646507.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -646509.125000 Penalty: 2846.126221
	Iteration 28Q: 3 clusters Score -646509.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -646509.500000 Penalty: 2846.126221
	Iteration 29Q: 3 clusters Score -646509.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -646510.312500 Penalty: 2846.126221
	Iteration 30Q: 3 clusters Score -646510.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -646512.000000 Penalty: 2846.126221
	Iteration 31Q: 3 clusters Score -646512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -646514.437500 Penalty: 2846.126221
	Iteration 32Q: 3 clusters Score -646514.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -646514.125000 Penalty: 2846.126221
	Iteration 33Q: 3 clusters Score -646514.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -646514.750000 Penalty: 2846.126221
	Iteration 34Q: 3 clusters Score -646514.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -646514.625000 Penalty: 2846.126221
	Iteration 35Q: 3 clusters Score -646514.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -646515.625000 Penalty: 2846.126221
	Iteration 36Q: 3 clusters Score -646515.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -646515.625000 Penalty: 2846.126221
	Iteration 37F: 3 clusters Score -646515.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 16043 members 
Mstep: Class 3 contains 5119 members 
Mstep: Class 4 contains 20674 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2397 members 
Mstep: Class 7 contains 11558 members 
Mstep: Class 8 contains 16654 members 
Mstep: Class 9 contains 730 members 
Mstep: Class 10 contains 15847 members 
Mstep: Class 11 contains 27285 members 
Mstep: Class 12 contains 17161 members 
Mstep: Class 13 contains 129972 members 
Mstep: Class 14 contains 24402 members 
Mstep: Class 15 contains 10713 members 
Mstep: Class 16 contains 24275 members 
Mstep: Class 17 contains 41810 members 
Mstep: Class 18 contains 172581 members 
Mstep: Class 19 contains 4155 members 
Mstep: Class 20 contains 3334 members 
Mstep: Class 21 contains 31610 members 
Mstep: Class 22 contains 10619 members 
Mstep: Class 23 contains 1059 members 
Mstep: Class 24 contains 18018 members 
Mstep: Class 25 contains 5794 members 
Mstep: Class 26 contains 1743 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 3362 members 
Mstep: Class 29 contains 6748 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 555 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 1184 members 
Mstep: Class 34 contains 2421 members 
Mstep: Class 35 contains 2995 members 
Entering Unmasked Estep 
Score: -65937824.000000 Penalty: 76049.578125
Splitting cluster 28 changes total score from -65929588.000000 to -65937824.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 29 (6748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Entering Unmasked Estep 
Score: -713739.125000 Penalty: 1432.762695
	Iteration 0F: 2 clusters Score -713739.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -708701.750000 Penalty: 2865.525391
	Iteration 0F: 3 clusters Score -708701.8 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -710138.437500 Penalty: 2865.525391
	Iteration 1F: 3 clusters Score -710138.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -710382.875000 Penalty: 2865.525391
	Iteration 2F: 3 clusters Score -710382.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -710633.437500 Penalty: 2865.525391
	Iteration 3F: 3 clusters Score -710633.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -710917.875000 Penalty: 2865.525391
	Iteration 4F: 3 clusters Score -710917.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -711204.375000 Penalty: 2865.525391
	Iteration 5F: 3 clusters Score -711204.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -711511.562500 Penalty: 2865.525391
	Iteration 6F: 3 clusters Score -711511.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -711820.625000 Penalty: 2865.525391
	Iteration 7Q: 3 clusters Score -711820.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -711984.187500 Penalty: 2865.525391
	Iteration 8Q: 3 clusters Score -711984.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -712082.125000 Penalty: 2865.525391
	Iteration 9Q: 3 clusters Score -712082.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -712146.500000 Penalty: 2865.525391
	Iteration 10Q: 3 clusters Score -712146.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -712210.750000 Penalty: 2865.525391
	Iteration 11Q: 3 clusters Score -712210.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -712266.437500 Penalty: 2865.525391
	Iteration 12Q: 3 clusters Score -712266.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -712301.375000 Penalty: 2865.525391
	Iteration 13Q: 3 clusters Score -712301.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -712330.000000 Penalty: 2865.525391
	Iteration 14Q: 3 clusters Score -712330 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -712357.125000 Penalty: 2865.525391
	Iteration 15Q: 3 clusters Score -712357.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -712377.562500 Penalty: 2865.525391
	Iteration 16Q: 3 clusters Score -712377.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -712393.812500 Penalty: 2865.525391
	Iteration 17Q: 3 clusters Score -712393.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -712407.250000 Penalty: 2865.525391
	Iteration 18Q: 3 clusters Score -712407.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -712417.375000 Penalty: 2865.525391
	Iteration 19Q: 3 clusters Score -712417.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -712425.562500 Penalty: 2865.525391
	Iteration 20F: 3 clusters Score -712425.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -712437.875000 Penalty: 2865.525391
	Iteration 21Q: 3 clusters Score -712437.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -712450.000000 Penalty: 2865.525391
	Iteration 22Q: 3 clusters Score -712450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -712457.625000 Penalty: 2865.525391
	Iteration 23Q: 3 clusters Score -712457.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -712463.062500 Penalty: 2865.525391
	Iteration 24Q: 3 clusters Score -712463.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -712470.187500 Penalty: 2865.525391
	Iteration 25Q: 3 clusters Score -712470.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -712472.750000 Penalty: 2865.525391
	Iteration 26Q: 3 clusters Score -712472.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -712480.937500 Penalty: 2865.525391
	Iteration 27Q: 3 clusters Score -712480.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -712491.437500 Penalty: 2865.525391
	Iteration 28Q: 3 clusters Score -712491.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -712498.687500 Penalty: 2865.525391
	Iteration 29Q: 3 clusters Score -712498.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -712503.125000 Penalty: 2865.525391
	Iteration 30Q: 3 clusters Score -712503.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -712504.062500 Penalty: 2865.525391
	Iteration 31Q: 3 clusters Score -712504.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -712505.375000 Penalty: 2865.525391
	Iteration 32Q: 3 clusters Score -712505.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -712507.375000 Penalty: 2865.525391
	Iteration 33Q: 3 clusters Score -712507.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -712507.125000 Penalty: 2865.525391
	Iteration 34Q: 3 clusters Score -712507.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -712506.750000 Penalty: 2865.525391
	Iteration 35Q: 3 clusters Score -712506.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -712506.750000 Penalty: 2865.525391
	Iteration 36F: 3 clusters Score -712506.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 16043 members 
Mstep: Class 3 contains 5119 members 
Mstep: Class 4 contains 20674 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2397 members 
Mstep: Class 7 contains 11558 members 
Mstep: Class 8 contains 16654 members 
Mstep: Class 9 contains 730 members 
Mstep: Class 10 contains 15847 members 
Mstep: Class 11 contains 27285 members 
Mstep: Class 12 contains 17161 members 
Mstep: Class 13 contains 129972 members 
Mstep: Class 14 contains 24402 members 
Mstep: Class 15 contains 10713 members 
Mstep: Class 16 contains 24275 members 
Mstep: Class 17 contains 41810 members 
Mstep: Class 18 contains 172581 members 
Mstep: Class 19 contains 4155 members 
Mstep: Class 20 contains 3334 members 
Mstep: Class 21 contains 31610 members 
Mstep: Class 22 contains 10619 members 
Mstep: Class 23 contains 1059 members 
Mstep: Class 24 contains 18018 members 
Mstep: Class 25 contains 5794 members 
Mstep: Class 26 contains 1743 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 3362 members 
Mstep: Class 29 contains 6748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65940428.000000 Penalty: 76049.578125
Iteration 79Q: 36 clusters Score -6.594043e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 15994 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 4 contains 20646 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 2397 members 
Mstep: Class 7 contains 11580 members 
Mstep: Class 8 contains 16661 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 15832 members 
Mstep: Class 11 contains 27597 members 
Mstep: Class 12 contains 17159 members 
Mstep: Class 13 contains 129995 members 
Mstep: Class 14 contains 24534 members 
Mstep: Class 15 contains 10735 members 
Mstep: Class 16 contains 24309 members 
Mstep: Class 17 contains 41902 members 
Mstep: Class 18 contains 172158 members 
Mstep: Class 19 contains 4119 members 
Mstep: Class 20 contains 3428 members 
Mstep: Class 21 contains 31595 members 
Mstep: Class 22 contains 10553 members 
Mstep: Class 23 contains 1051 members 
Mstep: Class 24 contains 18097 members 
Mstep: Class 25 contains 5912 members 
Mstep: Class 26 contains 1746 members 
Mstep: Class 27 contains 5957 members 
Mstep: Class 28 contains 3308 members 
Mstep: Class 29 contains 6755 members 
Mstep: Class 30 contains 436 members 
Mstep: Class 31 contains 578 members 
Mstep: Class 32 contains 248 members 
Mstep: Class 33 contains 1166 members 
Mstep: Class 34 contains 2305 members 
Mstep: Class 35 contains 2843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65944328.000000 Penalty: 76049.578125
Iteration 80F: 36 clusters Score -6.594433e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 15826 members 
Mstep: Class 3 contains 5145 members 
Mstep: Class 4 contains 20613 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 2403 members 
Mstep: Class 7 contains 11600 members 
Mstep: Class 8 contains 16612 members 
Mstep: Class 9 contains 1079 members 
Mstep: Class 10 contains 15776 members 
Mstep: Class 11 contains 27969 members 
Mstep: Class 12 contains 17135 members 
Mstep: Class 13 contains 130010 members 
Mstep: Class 14 contains 24544 members 
Mstep: Class 15 contains 10704 members 
Mstep: Class 16 contains 24285 members 
Mstep: Class 17 contains 41440 members 
Mstep: Class 18 contains 171658 members 
Mstep: Class 19 contains 4089 members 
Mstep: Class 20 contains 3481 members 
Mstep: Class 21 contains 31576 members 
Mstep: Class 22 contains 10496 members 
Mstep: Class 23 contains 1046 members 
Mstep: Class 24 contains 18040 members 
Mstep: Class 25 contains 6008 members 
Mstep: Class 26 contains 1746 members 
Mstep: Class 27 contains 5927 members 
Mstep: Class 28 contains 3277 members 
Mstep: Class 29 contains 6762 members 
Mstep: Class 30 contains 415 members 
Mstep: Class 31 contains 711 members 
Mstep: Class 32 contains 248 members 
Mstep: Class 33 contains 1158 members 
Mstep: Class 34 contains 2844 members 
Mstep: Class 35 contains 3129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65946192.000000 Penalty: 76049.578125
Iteration 81Q: 36 clusters Score -6.594619e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 15707 members 
Mstep: Class 3 contains 5154 members 
Mstep: Class 4 contains 20574 members 
Mstep: Class 5 contains 268 members 
Mstep: Class 6 contains 2401 members 
Mstep: Class 7 contains 11636 members 
Mstep: Class 8 contains 16624 members 
Mstep: Class 9 contains 1175 members 
Mstep: Class 10 contains 15743 members 
Mstep: Class 11 contains 28300 members 
Mstep: Class 12 contains 17119 members 
Mstep: Class 13 contains 129999 members 
Mstep: Class 14 contains 24617 members 
Mstep: Class 15 contains 10692 members 
Mstep: Class 16 contains 24291 members 
Mstep: Class 17 contains 41109 members 
Mstep: Class 18 contains 171183 members 
Mstep: Class 19 contains 4070 members 
Mstep: Class 20 contains 3508 members 
Mstep: Class 21 contains 31533 members 
Mstep: Class 22 contains 10457 members 
Mstep: Class 23 contains 1043 members 
Mstep: Class 24 contains 18024 members 
Mstep: Class 25 contains 6094 members 
Mstep: Class 26 contains 1742 members 
Mstep: Class 27 contains 5890 members 
Mstep: Class 28 contains 3284 members 
Mstep: Class 29 contains 6765 members 
Mstep: Class 30 contains 394 members 
Mstep: Class 31 contains 757 members 
Mstep: Class 32 contains 229 members 
Mstep: Class 33 contains 1159 members 
Mstep: Class 34 contains 3248 members 
Mstep: Class 35 contains 3274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65947156.000000 Penalty: 76049.578125
Iteration 82Q: 36 clusters Score -6.594716e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 15605 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 20549 members 
Mstep: Class 5 contains 260 members 
Mstep: Class 6 contains 2405 members 
Mstep: Class 7 contains 11657 members 
Mstep: Class 8 contains 16656 members 
Mstep: Class 9 contains 1252 members 
Mstep: Class 10 contains 15706 members 
Mstep: Class 11 contains 28612 members 
Mstep: Class 12 contains 17093 members 
Mstep: Class 13 contains 130018 members 
Mstep: Class 14 contains 24665 members 
Mstep: Class 15 contains 10689 members 
Mstep: Class 16 contains 24244 members 
Mstep: Class 17 contains 40919 members 
Mstep: Class 18 contains 170741 members 
Mstep: Class 19 contains 4059 members 
Mstep: Class 20 contains 3522 members 
Mstep: Class 21 contains 31486 members 
Mstep: Class 22 contains 10429 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 18013 members 
Mstep: Class 25 contains 6147 members 
Mstep: Class 26 contains 1742 members 
Mstep: Class 27 contains 5864 members 
Mstep: Class 28 contains 3302 members 
Mstep: Class 29 contains 6775 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 791 members 
Mstep: Class 32 contains 210 members 
Mstep: Class 33 contains 1159 members 
Mstep: Class 34 contains 3539 members 
Mstep: Class 35 contains 3370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65947600.000000 Penalty: 76049.578125
Iteration 83Q: 36 clusters Score -6.59476e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 15520 members 
Mstep: Class 3 contains 5176 members 
Mstep: Class 4 contains 20533 members 
Mstep: Class 5 contains 254 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 11689 members 
Mstep: Class 8 contains 16701 members 
Mstep: Class 9 contains 1297 members 
Mstep: Class 10 contains 15673 members 
Mstep: Class 11 contains 28883 members 
Mstep: Class 12 contains 17079 members 
Mstep: Class 13 contains 130016 members 
Mstep: Class 14 contains 24736 members 
Mstep: Class 15 contains 10674 members 
Mstep: Class 16 contains 24208 members 
Mstep: Class 17 contains 40762 members 
Mstep: Class 18 contains 170333 members 
Mstep: Class 19 contains 4062 members 
Mstep: Class 20 contains 3528 members 
Mstep: Class 21 contains 31429 members 
Mstep: Class 22 contains 10393 members 
Mstep: Class 23 contains 1031 members 
Mstep: Class 24 contains 18034 members 
Mstep: Class 25 contains 6192 members 
Mstep: Class 26 contains 1743 members 
Mstep: Class 27 contains 5819 members 
Mstep: Class 28 contains 3325 members 
Mstep: Class 29 contains 6789 members 
Mstep: Class 30 contains 375 members 
Mstep: Class 31 contains 820 members 
Mstep: Class 32 contains 205 members 
Mstep: Class 33 contains 1158 members 
Mstep: Class 34 contains 3775 members 
Mstep: Class 35 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948232.000000 Penalty: 76049.578125
Iteration 84Q: 36 clusters Score -6.594823e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 15453 members 
Mstep: Class 3 contains 5188 members 
Mstep: Class 4 contains 20519 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 2416 members 
Mstep: Class 7 contains 11716 members 
Mstep: Class 8 contains 16746 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 29184 members 
Mstep: Class 12 contains 17062 members 
Mstep: Class 13 contains 130009 members 
Mstep: Class 14 contains 24796 members 
Mstep: Class 15 contains 10688 members 
Mstep: Class 16 contains 24191 members 
Mstep: Class 17 contains 40592 members 
Mstep: Class 18 contains 169919 members 
Mstep: Class 19 contains 4062 members 
Mstep: Class 20 contains 3533 members 
Mstep: Class 21 contains 31391 members 
Mstep: Class 22 contains 10357 members 
Mstep: Class 23 contains 1018 members 
Mstep: Class 24 contains 18046 members 
Mstep: Class 25 contains 6226 members 
Mstep: Class 26 contains 1742 members 
Mstep: Class 27 contains 5777 members 
Mstep: Class 28 contains 3332 members 
Mstep: Class 29 contains 6799 members 
Mstep: Class 30 contains 368 members 
Mstep: Class 31 contains 830 members 
Mstep: Class 32 contains 204 members 
Mstep: Class 33 contains 1158 members 
Mstep: Class 34 contains 3985 members 
Mstep: Class 35 contains 3527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948968.000000 Penalty: 76049.578125
Iteration 85Q: 36 clusters Score -6.594897e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 15395 members 
Mstep: Class 3 contains 5197 members 
Mstep: Class 4 contains 20508 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2417 members 
Mstep: Class 7 contains 11742 members 
Mstep: Class 8 contains 16812 members 
Mstep: Class 9 contains 1377 members 
Mstep: Class 10 contains 15618 members 
Mstep: Class 11 contains 29435 members 
Mstep: Class 12 contains 17043 members 
Mstep: Class 13 contains 130002 members 
Mstep: Class 14 contains 24830 members 
Mstep: Class 15 contains 10700 members 
Mstep: Class 16 contains 24200 members 
Mstep: Class 17 contains 40440 members 
Mstep: Class 18 contains 169566 members 
Mstep: Class 19 contains 4059 members 
Mstep: Class 20 contains 3535 members 
Mstep: Class 21 contains 31354 members 
Mstep: Class 22 contains 10343 members 
Mstep: Class 23 contains 1012 members 
Mstep: Class 24 contains 18059 members 
Mstep: Class 25 contains 6248 members 
Mstep: Class 26 contains 1738 members 
Mstep: Class 27 contains 5741 members 
Mstep: Class 28 contains 3342 members 
Mstep: Class 29 contains 6809 members 
Mstep: Class 30 contains 365 members 
Mstep: Class 31 contains 821 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 1158 members 
Mstep: Class 34 contains 4158 members 
Mstep: Class 35 contains 3588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65949192.000000 Penalty: 76049.578125
Iteration 86Q: 36 clusters Score -6.594919e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 15345 members 
Mstep: Class 3 contains 5206 members 
Mstep: Class 4 contains 20506 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 2419 members 
Mstep: Class 7 contains 11772 members 
Mstep: Class 8 contains 16841 members 
Mstep: Class 9 contains 1413 members 
Mstep: Class 10 contains 15599 members 
Mstep: Class 11 contains 29583 members 
Mstep: Class 12 contains 17029 members 
Mstep: Class 13 contains 130021 members 
Mstep: Class 14 contains 24876 members 
Mstep: Class 15 contains 10706 members 
Mstep: Class 16 contains 24206 members 
Mstep: Class 17 contains 40312 members 
Mstep: Class 18 contains 169278 members 
Mstep: Class 19 contains 4057 members 
Mstep: Class 20 contains 3536 members 
Mstep: Class 21 contains 31302 members 
Mstep: Class 22 contains 10329 members 
Mstep: Class 23 contains 1009 members 
Mstep: Class 24 contains 18082 members 
Mstep: Class 25 contains 6248 members 
Mstep: Class 26 contains 1736 members 
Mstep: Class 27 contains 5713 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 6821 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 812 members 
Mstep: Class 32 contains 201 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 4336 members 
Mstep: Class 35 contains 3654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65949568.000000 Penalty: 76049.578125
Iteration 87Q: 36 clusters Score -6.594957e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 15318 members 
Mstep: Class 3 contains 5216 members 
Mstep: Class 4 contains 20499 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 2418 members 
Mstep: Class 7 contains 11804 members 
Mstep: Class 8 contains 16887 members 
Mstep: Class 9 contains 1441 members 
Mstep: Class 10 contains 15568 members 
Mstep: Class 11 contains 29698 members 
Mstep: Class 12 contains 17008 members 
Mstep: Class 13 contains 130044 members 
Mstep: Class 14 contains 24930 members 
Mstep: Class 15 contains 10696 members 
Mstep: Class 16 contains 24225 members 
Mstep: Class 17 contains 40221 members 
Mstep: Class 18 contains 169024 members 
Mstep: Class 19 contains 4055 members 
Mstep: Class 20 contains 3534 members 
Mstep: Class 21 contains 31249 members 
Mstep: Class 22 contains 10316 members 
Mstep: Class 23 contains 1008 members 
Mstep: Class 24 contains 18091 members 
Mstep: Class 25 contains 6223 members 
Mstep: Class 26 contains 1734 members 
Mstep: Class 27 contains 5690 members 
Mstep: Class 28 contains 3370 members 
Mstep: Class 29 contains 6833 members 
Mstep: Class 30 contains 358 members 
Mstep: Class 31 contains 804 members 
Mstep: Class 32 contains 200 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 4492 members 
Mstep: Class 35 contains 3712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65949940.000000 Penalty: 76049.578125
Iteration 88Q: 36 clusters Score -6.594994e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 15290 members 
Mstep: Class 3 contains 5225 members 
Mstep: Class 4 contains 20483 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 11833 members 
Mstep: Class 8 contains 16904 members 
Mstep: Class 9 contains 1468 members 
Mstep: Class 10 contains 15542 members 
Mstep: Class 11 contains 29785 members 
Mstep: Class 12 contains 16993 members 
Mstep: Class 13 contains 130082 members 
Mstep: Class 14 contains 24985 members 
Mstep: Class 15 contains 10693 members 
Mstep: Class 16 contains 24229 members 
Mstep: Class 17 contains 40150 members 
Mstep: Class 18 contains 168809 members 
Mstep: Class 19 contains 4048 members 
Mstep: Class 20 contains 3536 members 
Mstep: Class 21 contains 31197 members 
Mstep: Class 22 contains 10311 members 
Mstep: Class 23 contains 1002 members 
Mstep: Class 24 contains 18106 members 
Mstep: Class 25 contains 6209 members 
Mstep: Class 26 contains 1732 members 
Mstep: Class 27 contains 5667 members 
Mstep: Class 28 contains 3380 members 
Mstep: Class 29 contains 6845 members 
Mstep: Class 30 contains 356 members 
Mstep: Class 31 contains 806 members 
Mstep: Class 32 contains 200 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 4619 members 
Mstep: Class 35 contains 3763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65949948.000000 Penalty: 76049.578125
Iteration 89Q: 36 clusters Score -6.594995e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 5232 members 
Mstep: Class 4 contains 20460 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2419 members 
Mstep: Class 7 contains 11873 members 
Mstep: Class 8 contains 16915 members 
Mstep: Class 9 contains 1490 members 
Mstep: Class 10 contains 15514 members 
Mstep: Class 11 contains 29837 members 
Mstep: Class 12 contains 16983 members 
Mstep: Class 13 contains 130106 members 
Mstep: Class 14 contains 25019 members 
Mstep: Class 15 contains 10695 members 
Mstep: Class 16 contains 24237 members 
Mstep: Class 17 contains 40090 members 
Mstep: Class 18 contains 168636 members 
Mstep: Class 19 contains 4049 members 
Mstep: Class 20 contains 3535 members 
Mstep: Class 21 contains 31162 members 
Mstep: Class 22 contains 10302 members 
Mstep: Class 23 contains 996 members 
Mstep: Class 24 contains 18132 members 
Mstep: Class 25 contains 6200 members 
Mstep: Class 26 contains 1732 members 
Mstep: Class 27 contains 5655 members 
Mstep: Class 28 contains 3385 members 
Mstep: Class 29 contains 6853 members 
Mstep: Class 30 contains 356 members 
Mstep: Class 31 contains 808 members 
Mstep: Class 32 contains 199 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 4721 members 
Mstep: Class 35 contains 3814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65949992.000000 Penalty: 76049.578125
Iteration 90Q: 36 clusters Score -6.594999e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 15224 members 
Mstep: Class 3 contains 5238 members 
Mstep: Class 4 contains 20446 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2417 members 
Mstep: Class 7 contains 11905 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 1503 members 
Mstep: Class 10 contains 15495 members 
Mstep: Class 11 contains 29841 members 
Mstep: Class 12 contains 16974 members 
Mstep: Class 13 contains 130110 members 
Mstep: Class 14 contains 25046 members 
Mstep: Class 15 contains 10695 members 
Mstep: Class 16 contains 24247 members 
Mstep: Class 17 contains 40023 members 
Mstep: Class 18 contains 168513 members 
Mstep: Class 19 contains 4048 members 
Mstep: Class 20 contains 3536 members 
Mstep: Class 21 contains 31130 members 
Mstep: Class 22 contains 10298 members 
Mstep: Class 23 contains 989 members 
Mstep: Class 24 contains 18159 members 
Mstep: Class 25 contains 6205 members 
Mstep: Class 26 contains 1731 members 
Mstep: Class 27 contains 5643 members 
Mstep: Class 28 contains 3397 members 
Mstep: Class 29 contains 6852 members 
Mstep: Class 30 contains 355 members 
Mstep: Class 31 contains 814 members 
Mstep: Class 32 contains 198 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 4822 members 
Mstep: Class 35 contains 3857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65950256.000000 Penalty: 76049.578125
Iteration 91Q: 36 clusters Score -6.595026e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 15198 members 
Mstep: Class 3 contains 5245 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 11922 members 
Mstep: Class 8 contains 16973 members 
Mstep: Class 9 contains 1514 members 
Mstep: Class 10 contains 15474 members 
Mstep: Class 11 contains 29862 members 
Mstep: Class 12 contains 16963 members 
Mstep: Class 13 contains 130116 members 
Mstep: Class 14 contains 25090 members 
Mstep: Class 15 contains 10699 members 
Mstep: Class 16 contains 24258 members 
Mstep: Class 17 contains 39964 members 
Mstep: Class 18 contains 168391 members 
Mstep: Class 19 contains 4045 members 
Mstep: Class 20 contains 3538 members 
Mstep: Class 21 contains 31088 members 
Mstep: Class 22 contains 10296 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 18187 members 
Mstep: Class 25 contains 6195 members 
Mstep: Class 26 contains 1731 members 
Mstep: Class 27 contains 5632 members 
Mstep: Class 28 contains 3400 members 
Mstep: Class 29 contains 6858 members 
Mstep: Class 30 contains 355 members 
Mstep: Class 31 contains 817 members 
Mstep: Class 32 contains 198 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 4913 members 
Mstep: Class 35 contains 3910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65950188.000000 Penalty: 76049.578125
Iteration 92Q: 36 clusters Score -6.595019e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 15164 members 
Mstep: Class 3 contains 5255 members 
Mstep: Class 4 contains 20427 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2422 members 
Mstep: Class 7 contains 11936 members 
Mstep: Class 8 contains 16987 members 
Mstep: Class 9 contains 1523 members 
Mstep: Class 10 contains 15451 members 
Mstep: Class 11 contains 29848 members 
Mstep: Class 12 contains 16958 members 
Mstep: Class 13 contains 130123 members 
Mstep: Class 14 contains 25129 members 
Mstep: Class 15 contains 10695 members 
Mstep: Class 16 contains 24268 members 
Mstep: Class 17 contains 39912 members 
Mstep: Class 18 contains 168298 members 
Mstep: Class 19 contains 4044 members 
Mstep: Class 20 contains 3538 members 
Mstep: Class 21 contains 31045 members 
Mstep: Class 22 contains 10296 members 
Mstep: Class 23 contains 970 members 
Mstep: Class 24 contains 18230 members 
Mstep: Class 25 contains 6179 members 
Mstep: Class 26 contains 1730 members 
Mstep: Class 27 contains 5630 members 
Mstep: Class 28 contains 3409 members 
Mstep: Class 29 contains 6858 members 
Mstep: Class 30 contains 355 members 
Mstep: Class 31 contains 820 members 
Mstep: Class 32 contains 198 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 5008 members 
Mstep: Class 35 contains 3957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65950384.000000 Penalty: 76049.578125
Iteration 93Q: 36 clusters Score -6.595038e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 15122 members 
Mstep: Class 3 contains 5270 members 
Mstep: Class 4 contains 20418 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2426 members 
Mstep: Class 7 contains 11955 members 
Mstep: Class 8 contains 17010 members 
Mstep: Class 9 contains 1536 members 
Mstep: Class 10 contains 15432 members 
Mstep: Class 11 contains 29794 members 
Mstep: Class 12 contains 16952 members 
Mstep: Class 13 contains 130148 members 
Mstep: Class 14 contains 25184 members 
Mstep: Class 15 contains 10698 members 
Mstep: Class 16 contains 24275 members 
Mstep: Class 17 contains 39870 members 
Mstep: Class 18 contains 168227 members 
Mstep: Class 19 contains 4042 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 30986 members 
Mstep: Class 22 contains 10295 members 
Mstep: Class 23 contains 958 members 
Mstep: Class 24 contains 18259 members 
Mstep: Class 25 contains 6165 members 
Mstep: Class 26 contains 1728 members 
Mstep: Class 27 contains 5625 members 
Mstep: Class 28 contains 3416 members 
Mstep: Class 29 contains 6864 members 
Mstep: Class 30 contains 355 members 
Mstep: Class 31 contains 825 members 
Mstep: Class 32 contains 198 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 5088 members 
Mstep: Class 35 contains 4002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65950384.000000 Penalty: 76049.578125
Iteration 94Q: 36 clusters Score -6.595038e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 15084 members 
Mstep: Class 3 contains 5286 members 
Mstep: Class 4 contains 20401 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2429 members 
Mstep: Class 7 contains 11981 members 
Mstep: Class 8 contains 17038 members 
Mstep: Class 9 contains 1545 members 
Mstep: Class 10 contains 15419 members 
Mstep: Class 11 contains 29702 members 
Mstep: Class 12 contains 16938 members 
Mstep: Class 13 contains 130171 members 
Mstep: Class 14 contains 25244 members 
Mstep: Class 15 contains 10698 members 
Mstep: Class 16 contains 24290 members 
Mstep: Class 17 contains 39821 members 
Mstep: Class 18 contains 168189 members 
Mstep: Class 19 contains 4037 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 30928 members 
Mstep: Class 22 contains 10295 members 
Mstep: Class 23 contains 942 members 
Mstep: Class 24 contains 18296 members 
Mstep: Class 25 contains 6156 members 
Mstep: Class 26 contains 1729 members 
Mstep: Class 27 contains 5623 members 
Mstep: Class 28 contains 3426 members 
Mstep: Class 29 contains 6871 members 
Mstep: Class 30 contains 355 members 
Mstep: Class 31 contains 826 members 
Mstep: Class 32 contains 198 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 5162 members 
Mstep: Class 35 contains 4041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65950276.000000 Penalty: 76049.578125
Iteration 95Q: 36 clusters Score -6.595028e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 15046 members 
Mstep: Class 3 contains 5297 members 
Mstep: Class 4 contains 20392 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2430 members 
Mstep: Class 7 contains 12001 members 
Mstep: Class 8 contains 17038 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 15403 members 
Mstep: Class 11 contains 29595 members 
Mstep: Class 12 contains 16923 members 
Mstep: Class 13 contains 130211 members 
Mstep: Class 14 contains 25295 members 
Mstep: Class 15 contains 10699 members 
Mstep: Class 16 contains 24298 members 
Mstep: Class 17 contains 39779 members 
Mstep: Class 18 contains 168181 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 30885 members 
Mstep: Class 22 contains 10295 members 
Mstep: Class 23 contains 930 members 
Mstep: Class 24 contains 18319 members 
Mstep: Class 25 contains 6140 members 
Mstep: Class 26 contains 1729 members 
Mstep: Class 27 contains 5621 members 
Mstep: Class 28 contains 3437 members 
Mstep: Class 29 contains 6873 members 
Mstep: Class 30 contains 355 members 
Mstep: Class 31 contains 826 members 
Mstep: Class 32 contains 198 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 5250 members 
Mstep: Class 35 contains 4085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65950548.000000 Penalty: 76049.578125
Iteration 96Q: 36 clusters Score -6.595055e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 15010 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 20385 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2433 members 
Mstep: Class 7 contains 12022 members 
Mstep: Class 8 contains 17023 members 
Mstep: Class 9 contains 1569 members 
Mstep: Class 10 contains 15397 members 
Mstep: Class 11 contains 29487 members 
Mstep: Class 12 contains 16912 members 
Mstep: Class 13 contains 130269 members 
Mstep: Class 14 contains 25348 members 
Mstep: Class 15 contains 10698 members 
Mstep: Class 16 contains 24304 members 
Mstep: Class 17 contains 39743 members 
Mstep: Class 18 contains 168162 members 
Mstep: Class 19 contains 4032 members 
Mstep: Class 20 contains 3536 members 
Mstep: Class 21 contains 30833 members 
Mstep: Class 22 contains 10296 members 
Mstep: Class 23 contains 918 members 
Mstep: Class 24 contains 18347 members 
Mstep: Class 25 contains 6117 members 
Mstep: Class 26 contains 1729 members 
Mstep: Class 27 contains 5627 members 
Mstep: Class 28 contains 3451 members 
Mstep: Class 29 contains 6883 members 
Mstep: Class 30 contains 355 members 
Mstep: Class 31 contains 826 members 
Mstep: Class 32 contains 198 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 5323 members 
Mstep: Class 35 contains 4112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65950608.000000 Penalty: 76049.578125
Iteration 97Q: 36 clusters Score -6.595061e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 14971 members 
Mstep: Class 3 contains 5320 members 
Mstep: Class 4 contains 20373 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2435 members 
Mstep: Class 7 contains 12038 members 
Mstep: Class 8 contains 16996 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 15392 members 
Mstep: Class 11 contains 29395 members 
Mstep: Class 12 contains 16905 members 
Mstep: Class 13 contains 130309 members 
Mstep: Class 14 contains 25394 members 
Mstep: Class 15 contains 10692 members 
Mstep: Class 16 contains 24311 members 
Mstep: Class 17 contains 39704 members 
Mstep: Class 18 contains 168160 members 
Mstep: Class 19 contains 4030 members 
Mstep: Class 20 contains 3536 members 
Mstep: Class 21 contains 30802 members 
Mstep: Class 22 contains 10297 members 
Mstep: Class 23 contains 908 members 
Mstep: Class 24 contains 18369 members 
Mstep: Class 25 contains 6095 members 
Mstep: Class 26 contains 1728 members 
Mstep: Class 27 contains 5626 members 
Mstep: Class 28 contains 3469 members 
Mstep: Class 29 contains 6890 members 
Mstep: Class 30 contains 355 members 
Mstep: Class 31 contains 827 members 
Mstep: Class 32 contains 198 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 5397 members 
Mstep: Class 35 contains 4155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65950552.000000 Penalty: 76049.578125
Iteration 98Q: 36 clusters Score -6.595055e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 14933 members 
Mstep: Class 3 contains 5331 members 
Mstep: Class 4 contains 20358 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2440 members 
Mstep: Class 7 contains 12068 members 
Mstep: Class 8 contains 16946 members 
Mstep: Class 9 contains 1581 members 
Mstep: Class 10 contains 15385 members 
Mstep: Class 11 contains 29308 members 
Mstep: Class 12 contains 16904 members 
Mstep: Class 13 contains 130318 members 
Mstep: Class 14 contains 25420 members 
Mstep: Class 15 contains 10686 members 
Mstep: Class 16 contains 24319 members 
Mstep: Class 17 contains 39678 members 
Mstep: Class 18 contains 168203 members 
Mstep: Class 19 contains 4031 members 
Mstep: Class 20 contains 3536 members 
Mstep: Class 21 contains 30766 members 
Mstep: Class 22 contains 10299 members 
Mstep: Class 23 contains 905 members 
Mstep: Class 24 contains 18386 members 
Mstep: Class 25 contains 6090 members 
Mstep: Class 26 contains 1727 members 
Mstep: Class 27 contains 5627 members 
Mstep: Class 28 contains 3483 members 
Mstep: Class 29 contains 6899 members 
Mstep: Class 30 contains 355 members 
Mstep: Class 31 contains 828 members 
Mstep: Class 32 contains 198 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 5460 members 
Mstep: Class 35 contains 4188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65950656.000000 Penalty: 76049.578125
Iteration 99Q: 36 clusters Score -6.595066e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 14896 members 
Mstep: Class 3 contains 5336 members 
Mstep: Class 4 contains 20346 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2443 members 
Mstep: Class 7 contains 12094 members 
Mstep: Class 8 contains 16916 members 
Mstep: Class 9 contains 1588 members 
Mstep: Class 10 contains 15369 members 
Mstep: Class 11 contains 29206 members 
Mstep: Class 12 contains 16904 members 
Mstep: Class 13 contains 130344 members 
Mstep: Class 14 contains 25461 members 
Mstep: Class 15 contains 10683 members 
Mstep: Class 16 contains 24324 members 
Mstep: Class 17 contains 39665 members 
Mstep: Class 18 contains 168233 members 
Mstep: Class 19 contains 4031 members 
Mstep: Class 20 contains 3536 members 
Mstep: Class 21 contains 30734 members 
Mstep: Class 22 contains 10298 members 
Mstep: Class 23 contains 910 members 
Mstep: Class 24 contains 18393 members 
Mstep: Class 25 contains 6064 members 
Mstep: Class 26 contains 1727 members 
Mstep: Class 27 contains 5630 members 
Mstep: Class 28 contains 3499 members 
Mstep: Class 29 contains 6900 members 
Mstep: Class 30 contains 355 members 
Mstep: Class 31 contains 828 members 
Mstep: Class 32 contains 199 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 5516 members 
Mstep: Class 35 contains 4227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951472.000000 Penalty: 76049.578125
Iteration 100F: 36 clusters Score -6.595147e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 14839 members 
Mstep: Class 3 contains 5342 members 
Mstep: Class 4 contains 20347 members 
Mstep: Class 5 contains 233 members 
Mstep: Class 6 contains 2445 members 
Mstep: Class 7 contains 12113 members 
Mstep: Class 8 contains 16878 members 
Mstep: Class 9 contains 1595 members 
Mstep: Class 10 contains 15353 members 
Mstep: Class 11 contains 29146 members 
Mstep: Class 12 contains 16903 members 
Mstep: Class 13 contains 130362 members 
Mstep: Class 14 contains 25501 members 
Mstep: Class 15 contains 10687 members 
Mstep: Class 16 contains 24224 members 
Mstep: Class 17 contains 39652 members 
Mstep: Class 18 contains 168245 members 
Mstep: Class 19 contains 4030 members 
Mstep: Class 20 contains 3536 members 
Mstep: Class 21 contains 30704 members 
Mstep: Class 22 contains 10300 members 
Mstep: Class 23 contains 909 members 
Mstep: Class 24 contains 18400 members 
Mstep: Class 25 contains 6049 members 
Mstep: Class 26 contains 1727 members 
Mstep: Class 27 contains 5624 members 
Mstep: Class 28 contains 3517 members 
Mstep: Class 29 contains 6901 members 
Mstep: Class 30 contains 355 members 
Mstep: Class 31 contains 957 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 5568 members 
Mstep: Class 35 contains 4268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952164.000000 Penalty: 76049.578125
Iteration 101Q: 36 clusters Score -6.595216e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 14791 members 
Mstep: Class 3 contains 5346 members 
Mstep: Class 4 contains 20345 members 
Mstep: Class 5 contains 233 members 
Mstep: Class 6 contains 2448 members 
Mstep: Class 7 contains 12126 members 
Mstep: Class 8 contains 16846 members 
Mstep: Class 9 contains 1598 members 
Mstep: Class 10 contains 15324 members 
Mstep: Class 11 contains 29074 members 
Mstep: Class 12 contains 16900 members 
Mstep: Class 13 contains 130371 members 
Mstep: Class 14 contains 25543 members 
Mstep: Class 15 contains 10689 members 
Mstep: Class 16 contains 24184 members 
Mstep: Class 17 contains 39629 members 
Mstep: Class 18 contains 168252 members 
Mstep: Class 19 contains 4030 members 
Mstep: Class 20 contains 3535 members 
Mstep: Class 21 contains 30664 members 
Mstep: Class 22 contains 10302 members 
Mstep: Class 23 contains 906 members 
Mstep: Class 24 contains 18401 members 
Mstep: Class 25 contains 6039 members 
Mstep: Class 26 contains 1726 members 
Mstep: Class 27 contains 5622 members 
Mstep: Class 28 contains 3530 members 
Mstep: Class 29 contains 6905 members 
Mstep: Class 30 contains 353 members 
Mstep: Class 31 contains 1084 members 
Mstep: Class 32 contains 176 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 5620 members 
Mstep: Class 35 contains 4307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952428.000000 Penalty: 76049.578125
Iteration 102Q: 36 clusters Score -6.595243e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 14748 members 
Mstep: Class 3 contains 5348 members 
Mstep: Class 4 contains 20334 members 
Mstep: Class 5 contains 233 members 
Mstep: Class 6 contains 2451 members 
Mstep: Class 7 contains 12130 members 
Mstep: Class 8 contains 16807 members 
Mstep: Class 9 contains 1600 members 
Mstep: Class 10 contains 15305 members 
Mstep: Class 11 contains 29000 members 
Mstep: Class 12 contains 16892 members 
Mstep: Class 13 contains 130391 members 
Mstep: Class 14 contains 25591 members 
Mstep: Class 15 contains 10690 members 
Mstep: Class 16 contains 24183 members 
Mstep: Class 17 contains 39589 members 
Mstep: Class 18 contains 168268 members 
Mstep: Class 19 contains 4030 members 
Mstep: Class 20 contains 3536 members 
Mstep: Class 21 contains 30614 members 
Mstep: Class 22 contains 10303 members 
Mstep: Class 23 contains 903 members 
Mstep: Class 24 contains 18405 members 
Mstep: Class 25 contains 6038 members 
Mstep: Class 26 contains 1726 members 
Mstep: Class 27 contains 5624 members 
Mstep: Class 28 contains 3542 members 
Mstep: Class 29 contains 6913 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 1161 members 
Mstep: Class 32 contains 176 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 5677 members 
Mstep: Class 35 contains 4341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952484.000000 Penalty: 76049.578125
Iteration 103Q: 36 clusters Score -6.595248e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 14697 members 
Mstep: Class 3 contains 5349 members 
Mstep: Class 4 contains 20326 members 
Mstep: Class 5 contains 233 members 
Mstep: Class 6 contains 2456 members 
Mstep: Class 7 contains 12136 members 
Mstep: Class 8 contains 16780 members 
Mstep: Class 9 contains 1602 members 
Mstep: Class 10 contains 15285 members 
Mstep: Class 11 contains 28917 members 
Mstep: Class 12 contains 16888 members 
Mstep: Class 13 contains 130406 members 
Mstep: Class 14 contains 25659 members 
Mstep: Class 15 contains 10692 members 
Mstep: Class 16 contains 24194 members 
Mstep: Class 17 contains 39557 members 
Mstep: Class 18 contains 168281 members 
Mstep: Class 19 contains 4029 members 
Mstep: Class 20 contains 3535 members 
Mstep: Class 21 contains 30572 members 
Mstep: Class 22 contains 10305 members 
Mstep: Class 23 contains 899 members 
Mstep: Class 24 contains 18413 members 
Mstep: Class 25 contains 6029 members 
Mstep: Class 26 contains 1726 members 
Mstep: Class 27 contains 5634 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 6917 members 
Mstep: Class 30 contains 342 members 
Mstep: Class 31 contains 1203 members 
Mstep: Class 32 contains 176 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 5726 members 
Mstep: Class 35 contains 4380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952436.000000 Penalty: 76049.578125
Iteration 104Q: 36 clusters Score -6.595244e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 14639 members 
Mstep: Class 3 contains 5350 members 
Mstep: Class 4 contains 20324 members 
Mstep: Class 5 contains 233 members 
Mstep: Class 6 contains 2460 members 
Mstep: Class 7 contains 12137 members 
Mstep: Class 8 contains 16739 members 
Mstep: Class 9 contains 1603 members 
Mstep: Class 10 contains 15275 members 
Mstep: Class 11 contains 28848 members 
Mstep: Class 12 contains 16887 members 
Mstep: Class 13 contains 130416 members 
Mstep: Class 14 contains 25712 members 
Mstep: Class 15 contains 10691 members 
Mstep: Class 16 contains 24218 members 
Mstep: Class 17 contains 39522 members 
Mstep: Class 18 contains 168299 members 
Mstep: Class 19 contains 4030 members 
Mstep: Class 20 contains 3535 members 
Mstep: Class 21 contains 30538 members 
Mstep: Class 22 contains 10303 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 18414 members 
Mstep: Class 25 contains 6024 members 
Mstep: Class 26 contains 1726 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 3560 members 
Mstep: Class 29 contains 6924 members 
Mstep: Class 30 contains 339 members 
Mstep: Class 31 contains 1230 members 
Mstep: Class 32 contains 175 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 5783 members 
Mstep: Class 35 contains 4426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952612.000000 Penalty: 76049.578125
Iteration 105Q: 36 clusters Score -6.595261e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 14588 members 
Mstep: Class 3 contains 5351 members 
Mstep: Class 4 contains 20314 members 
Mstep: Class 5 contains 233 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 12145 members 
Mstep: Class 8 contains 16695 members 
Mstep: Class 9 contains 1604 members 
Mstep: Class 10 contains 15269 members 
Mstep: Class 11 contains 28786 members 
Mstep: Class 12 contains 16879 members 
Mstep: Class 13 contains 130426 members 
Mstep: Class 14 contains 25765 members 
Mstep: Class 15 contains 10693 members 
Mstep: Class 16 contains 24246 members 
Mstep: Class 17 contains 39482 members 
Mstep: Class 18 contains 168318 members 
Mstep: Class 19 contains 4030 members 
Mstep: Class 20 contains 3534 members 
Mstep: Class 21 contains 30513 members 
Mstep: Class 22 contains 10299 members 
Mstep: Class 23 contains 895 members 
Mstep: Class 24 contains 18420 members 
Mstep: Class 25 contains 6016 members 
Mstep: Class 26 contains 1726 members 
Mstep: Class 27 contains 5634 members 
Mstep: Class 28 contains 3567 members 
Mstep: Class 29 contains 6930 members 
Mstep: Class 30 contains 337 members 
Mstep: Class 31 contains 1247 members 
Mstep: Class 32 contains 175 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 5827 members 
Mstep: Class 35 contains 4486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952588.000000 Penalty: 76049.578125
Iteration 106Q: 36 clusters Score -6.595259e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 14526 members 
Mstep: Class 3 contains 5351 members 
Mstep: Class 4 contains 20311 members 
Mstep: Class 5 contains 233 members 
Mstep: Class 6 contains 2464 members 
Mstep: Class 7 contains 12158 members 
Mstep: Class 8 contains 16653 members 
Mstep: Class 9 contains 1605 members 
Mstep: Class 10 contains 15270 members 
Mstep: Class 11 contains 28738 members 
Mstep: Class 12 contains 16874 members 
Mstep: Class 13 contains 130435 members 
Mstep: Class 14 contains 25819 members 
Mstep: Class 15 contains 10695 members 
Mstep: Class 16 contains 24268 members 
Mstep: Class 17 contains 39455 members 
Mstep: Class 18 contains 168326 members 
Mstep: Class 19 contains 4030 members 
Mstep: Class 20 contains 3534 members 
Mstep: Class 21 contains 30482 members 
Mstep: Class 22 contains 10306 members 
Mstep: Class 23 contains 893 members 
Mstep: Class 24 contains 18424 members 
Mstep: Class 25 contains 6011 members 
Mstep: Class 26 contains 1725 members 
Mstep: Class 27 contains 5635 members 
Mstep: Class 28 contains 3578 members 
Mstep: Class 29 contains 6939 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 1252 members 
Mstep: Class 32 contains 175 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 5849 members 
Mstep: Class 35 contains 4543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952776.000000 Penalty: 76049.578125
Iteration 107Q: 36 clusters Score -6.595278e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 14481 members 
Mstep: Class 3 contains 5349 members 
Mstep: Class 4 contains 20304 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 2465 members 
Mstep: Class 7 contains 12172 members 
Mstep: Class 8 contains 16612 members 
Mstep: Class 9 contains 1606 members 
Mstep: Class 10 contains 15272 members 
Mstep: Class 11 contains 28709 members 
Mstep: Class 12 contains 16871 members 
Mstep: Class 13 contains 130441 members 
Mstep: Class 14 contains 25854 members 
Mstep: Class 15 contains 10697 members 
Mstep: Class 16 contains 24277 members 
Mstep: Class 17 contains 39428 members 
Mstep: Class 18 contains 168329 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 3535 members 
Mstep: Class 21 contains 30462 members 
Mstep: Class 22 contains 10305 members 
Mstep: Class 23 contains 894 members 
Mstep: Class 24 contains 18428 members 
Mstep: Class 25 contains 6005 members 
Mstep: Class 26 contains 1724 members 
Mstep: Class 27 contains 5638 members 
Mstep: Class 28 contains 3593 members 
Mstep: Class 29 contains 6948 members 
Mstep: Class 30 contains 329 members 
Mstep: Class 31 contains 1258 members 
Mstep: Class 32 contains 175 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 5883 members 
Mstep: Class 35 contains 4588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952860.000000 Penalty: 76049.578125
Iteration 108Q: 36 clusters Score -6.595286e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 14445 members 
Mstep: Class 3 contains 5352 members 
Mstep: Class 4 contains 20301 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2468 members 
Mstep: Class 7 contains 12185 members 
Mstep: Class 8 contains 16570 members 
Mstep: Class 9 contains 1609 members 
Mstep: Class 10 contains 15269 members 
Mstep: Class 11 contains 28673 members 
Mstep: Class 12 contains 16865 members 
Mstep: Class 13 contains 130452 members 
Mstep: Class 14 contains 25901 members 
Mstep: Class 15 contains 10703 members 
Mstep: Class 16 contains 24290 members 
Mstep: Class 17 contains 39389 members 
Mstep: Class 18 contains 168336 members 
Mstep: Class 19 contains 4026 members 
Mstep: Class 20 contains 3535 members 
Mstep: Class 21 contains 30448 members 
Mstep: Class 22 contains 10305 members 
Mstep: Class 23 contains 891 members 
Mstep: Class 24 contains 18432 members 
Mstep: Class 25 contains 5998 members 
Mstep: Class 26 contains 1725 members 
Mstep: Class 27 contains 5633 members 
Mstep: Class 28 contains 3603 members 
Mstep: Class 29 contains 6953 members 
Mstep: Class 30 contains 325 members 
Mstep: Class 31 contains 1258 members 
Mstep: Class 32 contains 175 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 5915 members 
Mstep: Class 35 contains 4626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952912.000000 Penalty: 76049.578125
Iteration 109Q: 36 clusters Score -6.595291e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 14409 members 
Mstep: Class 3 contains 5354 members 
Mstep: Class 4 contains 20300 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2471 members 
Mstep: Class 7 contains 12193 members 
Mstep: Class 8 contains 16530 members 
Mstep: Class 9 contains 1610 members 
Mstep: Class 10 contains 15266 members 
Mstep: Class 11 contains 28636 members 
Mstep: Class 12 contains 16860 members 
Mstep: Class 13 contains 130454 members 
Mstep: Class 14 contains 25946 members 
Mstep: Class 15 contains 10705 members 
Mstep: Class 16 contains 24307 members 
Mstep: Class 17 contains 39361 members 
Mstep: Class 18 contains 168355 members 
Mstep: Class 19 contains 4024 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 30430 members 
Mstep: Class 22 contains 10305 members 
Mstep: Class 23 contains 887 members 
Mstep: Class 24 contains 18438 members 
Mstep: Class 25 contains 6002 members 
Mstep: Class 26 contains 1724 members 
Mstep: Class 27 contains 5632 members 
Mstep: Class 28 contains 3612 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 321 members 
Mstep: Class 31 contains 1259 members 
Mstep: Class 32 contains 175 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 5937 members 
Mstep: Class 35 contains 4655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65953040.000000 Penalty: 76049.578125
Iteration 110Q: 36 clusters Score -6.595304e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 14376 members 
Mstep: Class 3 contains 5355 members 
Mstep: Class 4 contains 20298 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2473 members 
Mstep: Class 7 contains 12202 members 
Mstep: Class 8 contains 16488 members 
Mstep: Class 9 contains 1612 members 
Mstep: Class 10 contains 15262 members 
Mstep: Class 11 contains 28606 members 
Mstep: Class 12 contains 16857 members 
Mstep: Class 13 contains 130457 members 
Mstep: Class 14 contains 26003 members 
Mstep: Class 15 contains 10712 members 
Mstep: Class 16 contains 24315 members 
Mstep: Class 17 contains 39345 members 
Mstep: Class 18 contains 168356 members 
Mstep: Class 19 contains 4022 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 30411 members 
Mstep: Class 22 contains 10308 members 
Mstep: Class 23 contains 885 members 
Mstep: Class 24 contains 18445 members 
Mstep: Class 25 contains 6004 members 
Mstep: Class 26 contains 1723 members 
Mstep: Class 27 contains 5636 members 
Mstep: Class 28 contains 3618 members 
Mstep: Class 29 contains 6969 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 175 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 5953 members 
Mstep: Class 35 contains 4670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952968.000000 Penalty: 76049.578125
Iteration 111Q: 36 clusters Score -6.595297e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 14342 members 
Mstep: Class 3 contains 5357 members 
Mstep: Class 4 contains 20299 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2478 members 
Mstep: Class 7 contains 12208 members 
Mstep: Class 8 contains 16441 members 
Mstep: Class 9 contains 1612 members 
Mstep: Class 10 contains 15256 members 
Mstep: Class 11 contains 28571 members 
Mstep: Class 12 contains 16857 members 
Mstep: Class 13 contains 130466 members 
Mstep: Class 14 contains 26056 members 
Mstep: Class 15 contains 10718 members 
Mstep: Class 16 contains 24322 members 
Mstep: Class 17 contains 39325 members 
Mstep: Class 18 contains 168364 members 
Mstep: Class 19 contains 4021 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 30399 members 
Mstep: Class 22 contains 10307 members 
Mstep: Class 23 contains 883 members 
Mstep: Class 24 contains 18445 members 
Mstep: Class 25 contains 6004 members 
Mstep: Class 26 contains 1721 members 
Mstep: Class 27 contains 5635 members 
Mstep: Class 28 contains 3626 members 
Mstep: Class 29 contains 6976 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 175 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 5973 members 
Mstep: Class 35 contains 4695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952996.000000 Penalty: 76049.578125
Iteration 112Q: 36 clusters Score -6.5953e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 14302 members 
Mstep: Class 3 contains 5361 members 
Mstep: Class 4 contains 20298 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 12219 members 
Mstep: Class 8 contains 16402 members 
Mstep: Class 9 contains 1612 members 
Mstep: Class 10 contains 15253 members 
Mstep: Class 11 contains 28539 members 
Mstep: Class 12 contains 16857 members 
Mstep: Class 13 contains 130478 members 
Mstep: Class 14 contains 26100 members 
Mstep: Class 15 contains 10725 members 
Mstep: Class 16 contains 24324 members 
Mstep: Class 17 contains 39306 members 
Mstep: Class 18 contains 168369 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 30387 members 
Mstep: Class 22 contains 10311 members 
Mstep: Class 23 contains 879 members 
Mstep: Class 24 contains 18447 members 
Mstep: Class 25 contains 5999 members 
Mstep: Class 26 contains 1720 members 
Mstep: Class 27 contains 5638 members 
Mstep: Class 28 contains 3632 members 
Mstep: Class 29 contains 6983 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 1266 members 
Mstep: Class 32 contains 175 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 5992 members 
Mstep: Class 35 contains 4722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952980.000000 Penalty: 76049.578125
Iteration 113Q: 36 clusters Score -6.595298e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 14266 members 
Mstep: Class 3 contains 5362 members 
Mstep: Class 4 contains 20298 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2484 members 
Mstep: Class 7 contains 12229 members 
Mstep: Class 8 contains 16357 members 
Mstep: Class 9 contains 1613 members 
Mstep: Class 10 contains 15250 members 
Mstep: Class 11 contains 28514 members 
Mstep: Class 12 contains 16855 members 
Mstep: Class 13 contains 130490 members 
Mstep: Class 14 contains 26152 members 
Mstep: Class 15 contains 10731 members 
Mstep: Class 16 contains 24330 members 
Mstep: Class 17 contains 39281 members 
Mstep: Class 18 contains 168363 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 30369 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 877 members 
Mstep: Class 24 contains 18449 members 
Mstep: Class 25 contains 5998 members 
Mstep: Class 26 contains 1720 members 
Mstep: Class 27 contains 5640 members 
Mstep: Class 28 contains 3642 members 
Mstep: Class 29 contains 6994 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 1266 members 
Mstep: Class 32 contains 175 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 6001 members 
Mstep: Class 35 contains 4756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65953032.000000 Penalty: 76049.578125
Iteration 114Q: 36 clusters Score -6.595303e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 14229 members 
Mstep: Class 3 contains 5364 members 
Mstep: Class 4 contains 20303 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2485 members 
Mstep: Class 7 contains 12244 members 
Mstep: Class 8 contains 16313 members 
Mstep: Class 9 contains 1615 members 
Mstep: Class 10 contains 15246 members 
Mstep: Class 11 contains 28497 members 
Mstep: Class 12 contains 16854 members 
Mstep: Class 13 contains 130498 members 
Mstep: Class 14 contains 26196 members 
Mstep: Class 15 contains 10734 members 
Mstep: Class 16 contains 24335 members 
Mstep: Class 17 contains 39267 members 
Mstep: Class 18 contains 168361 members 
Mstep: Class 19 contains 4019 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 30356 members 
Mstep: Class 22 contains 10316 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 18445 members 
Mstep: Class 25 contains 5996 members 
Mstep: Class 26 contains 1720 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 3646 members 
Mstep: Class 29 contains 7000 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 1267 members 
Mstep: Class 32 contains 175 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 6011 members 
Mstep: Class 35 contains 4793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65953020.000000 Penalty: 76049.578125
Iteration 115Q: 36 clusters Score -6.595302e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 14195 members 
Mstep: Class 3 contains 5364 members 
Mstep: Class 4 contains 20302 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2485 members 
Mstep: Class 7 contains 12251 members 
Mstep: Class 8 contains 16264 members 
Mstep: Class 9 contains 1617 members 
Mstep: Class 10 contains 15242 members 
Mstep: Class 11 contains 28478 members 
Mstep: Class 12 contains 16849 members 
Mstep: Class 13 contains 130514 members 
Mstep: Class 14 contains 26250 members 
Mstep: Class 15 contains 10737 members 
Mstep: Class 16 contains 24338 members 
Mstep: Class 17 contains 39256 members 
Mstep: Class 18 contains 168359 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 30343 members 
Mstep: Class 22 contains 10316 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 18445 members 
Mstep: Class 25 contains 5995 members 
Mstep: Class 26 contains 1720 members 
Mstep: Class 27 contains 5635 members 
Mstep: Class 28 contains 3651 members 
Mstep: Class 29 contains 7004 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 1269 members 
Mstep: Class 32 contains 175 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 6024 members 
Mstep: Class 35 contains 4827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65953140.000000 Penalty: 76049.578125
Iteration 116Q: 36 clusters Score -6.595314e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 14158 members 
Mstep: Class 3 contains 5365 members 
Mstep: Class 4 contains 20301 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2485 members 
Mstep: Class 7 contains 12266 members 
Mstep: Class 8 contains 16229 members 
Mstep: Class 9 contains 1618 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 28451 members 
Mstep: Class 12 contains 16848 members 
Mstep: Class 13 contains 130524 members 
Mstep: Class 14 contains 26296 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24347 members 
Mstep: Class 17 contains 39235 members 
Mstep: Class 18 contains 168353 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 30330 members 
Mstep: Class 22 contains 10317 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 18441 members 
Mstep: Class 25 contains 5996 members 
Mstep: Class 26 contains 1720 members 
Mstep: Class 27 contains 5632 members 
Mstep: Class 28 contains 3659 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 1269 members 
Mstep: Class 32 contains 175 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 6040 members 
Mstep: Class 35 contains 4862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65953108.000000 Penalty: 76049.578125
Iteration 117Q: 36 clusters Score -6.595311e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 14124 members 
Mstep: Class 3 contains 5365 members 
Mstep: Class 4 contains 20300 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2486 members 
Mstep: Class 7 contains 12278 members 
Mstep: Class 8 contains 16189 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 15232 members 
Mstep: Class 11 contains 28422 members 
Mstep: Class 12 contains 16848 members 
Mstep: Class 13 contains 130534 members 
Mstep: Class 14 contains 26345 members 
Mstep: Class 15 contains 10742 members 
Mstep: Class 16 contains 24349 members 
Mstep: Class 17 contains 39230 members 
Mstep: Class 18 contains 168352 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 30321 members 
Mstep: Class 22 contains 10318 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 18440 members 
Mstep: Class 25 contains 5995 members 
Mstep: Class 26 contains 1720 members 
Mstep: Class 27 contains 5632 members 
Mstep: Class 28 contains 3660 members 
Mstep: Class 29 contains 7013 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 1269 members 
Mstep: Class 32 contains 175 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 6053 members 
Mstep: Class 35 contains 4893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65953092.000000 Penalty: 76049.578125
Iteration 118Q: 36 clusters Score -6.595309e+07 nChanged 237
Entering ConstructFrom: 
Score: -65953092.000000 Penalty: 76049.578125
Entering ConstructFrom: 
Trying to split cluster 1 (3281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Entering Unmasked Estep 
Score: -332436.937500 Penalty: 1315.584351
	Iteration 0F: 2 clusters Score -332436.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -329617.781250 Penalty: 2631.168701
	Iteration 0F: 3 clusters Score -329617.8 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -330370.687500 Penalty: 2631.168701
	Iteration 1F: 3 clusters Score -330370.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -330610.125000 Penalty: 2631.168701
	Iteration 2F: 3 clusters Score -330610.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -330826.406250 Penalty: 2631.168701
	Iteration 3F: 3 clusters Score -330826.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -331045.718750 Penalty: 2631.168701
	Iteration 4F: 3 clusters Score -331045.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -331222.343750 Penalty: 2631.168701
	Iteration 5F: 3 clusters Score -331222.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -331367.093750 Penalty: 2631.168701
	Iteration 6F: 3 clusters Score -331367.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -331497.968750 Penalty: 2631.168701
	Iteration 7Q: 3 clusters Score -331498 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -331690.718750 Penalty: 2631.168701
	Iteration 8Q: 3 clusters Score -331690.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -331859.906250 Penalty: 2631.168701
	Iteration 9Q: 3 clusters Score -331859.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -331978.062500 Penalty: 2631.168701
	Iteration 10Q: 3 clusters Score -331978.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -332067.187500 Penalty: 2631.168701
	Iteration 11Q: 3 clusters Score -332067.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -332131.843750 Penalty: 2631.168701
	Iteration 12Q: 3 clusters Score -332131.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -332184.906250 Penalty: 2631.168701
	Iteration 13Q: 3 clusters Score -332184.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -332245.406250 Penalty: 2631.168701
	Iteration 14Q: 3 clusters Score -332245.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -332299.218750 Penalty: 2631.168701
	Iteration 15Q: 3 clusters Score -332299.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -332336.312500 Penalty: 2631.168701
	Iteration 16Q: 3 clusters Score -332336.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -332359.187500 Penalty: 2631.168701
	Iteration 17Q: 3 clusters Score -332359.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -332378.406250 Penalty: 2631.168701
	Iteration 18Q: 3 clusters Score -332378.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -332390.750000 Penalty: 2631.168701
	Iteration 19Q: 3 clusters Score -332390.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -332409.093750 Penalty: 2631.168701
	Iteration 20F: 3 clusters Score -332409.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -332430.281250 Penalty: 2631.168701
	Iteration 21Q: 3 clusters Score -332430.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -332445.062500 Penalty: 2631.168701
	Iteration 22Q: 3 clusters Score -332445.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -332461.031250 Penalty: 2631.168701
	Iteration 23Q: 3 clusters Score -332461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -332483.125000 Penalty: 2631.168701
	Iteration 24Q: 3 clusters Score -332483.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -332502.656250 Penalty: 2631.168701
	Iteration 25Q: 3 clusters Score -332502.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -332538.312500 Penalty: 2631.168701
	Iteration 26Q: 3 clusters Score -332538.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -332609.531250 Penalty: 2631.168701
	Iteration 27Q: 3 clusters Score -332609.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -332763.875000 Penalty: 2631.168701
	Iteration 28Q: 3 clusters Score -332763.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -333113.781250 Penalty: 2631.168701
	Iteration 29Q: 3 clusters Score -333113.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -333476.843750 Penalty: 2631.168701
	Iteration 30Q: 3 clusters Score -333476.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -333618.312500 Penalty: 2631.168701
	Iteration 31Q: 3 clusters Score -333618.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -333682.718750 Penalty: 2631.168701
	Iteration 32Q: 3 clusters Score -333682.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -333741.281250 Penalty: 2631.168701
	Iteration 33Q: 3 clusters Score -333741.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -333811.781250 Penalty: 2631.168701
	Iteration 34Q: 3 clusters Score -333811.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -333931.843750 Penalty: 2631.168701
	Iteration 35Q: 3 clusters Score -333931.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -334004.875000 Penalty: 2631.168701
	Iteration 36Q: 3 clusters Score -334004.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -334022.781250 Penalty: 2631.168701
	Iteration 37Q: 3 clusters Score -334022.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -334023.812500 Penalty: 2631.168701
	Iteration 38Q: 3 clusters Score -334023.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -334024.500000 Penalty: 2631.168701
	Iteration 39Q: 3 clusters Score -334024.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -334024.812500 Penalty: 2631.168701
	Iteration 40F: 3 clusters Score -334024.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -334026.125000 Penalty: 2631.168701
	Iteration 41Q: 3 clusters Score -334026.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -334027.812500 Penalty: 2631.168701
	Iteration 42Q: 3 clusters Score -334027.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -334028.406250 Penalty: 2631.168701
	Iteration 43Q: 3 clusters Score -334028.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -334030.718750 Penalty: 2631.168701
	Iteration 44Q: 3 clusters Score -334030.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -334035.062500 Penalty: 2631.168701
	Iteration 45Q: 3 clusters Score -334035.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -334036.281250 Penalty: 2631.168701
	Iteration 46Q: 3 clusters Score -334036.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -334036.281250 Penalty: 2631.168701
	Iteration 47F: 3 clusters Score -334036.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 14100 members 
Mstep: Class 3 contains 5365 members 
Mstep: Class 4 contains 20293 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2489 members 
Mstep: Class 7 contains 12289 members 
Mstep: Class 8 contains 16156 members 
Mstep: Class 9 contains 1621 members 
Mstep: Class 10 contains 15233 members 
Mstep: Class 11 contains 28394 members 
Mstep: Class 12 contains 16845 members 
Mstep: Class 13 contains 130556 members 
Mstep: Class 14 contains 26394 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24348 members 
Mstep: Class 17 contains 39228 members 
Mstep: Class 18 contains 168347 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 30310 members 
Mstep: Class 22 contains 10316 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 18436 members 
Mstep: Class 25 contains 5991 members 
Mstep: Class 26 contains 1720 members 
Mstep: Class 27 contains 5635 members 
Mstep: Class 28 contains 3660 members 
Mstep: Class 29 contains 7012 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 1269 members 
Mstep: Class 32 contains 175 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 6062 members 
Mstep: Class 35 contains 4922 members 
Mstep: Class 36 contains 1108 members 
Entering Unmasked Estep 
Score: -65953920.000000 Penalty: 78222.421875
Splitting cluster 1 changes total score from -65953092.000000 to -65953920.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 2 (14100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Entering Unmasked Estep 
Score: -1462191.375000 Penalty: 1552.513672
	Iteration 0F: 2 clusters Score -1462191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1452397.000000 Penalty: 3105.027344
	Iteration 0F: 3 clusters Score -1452397 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1455943.250000 Penalty: 3105.027344
	Iteration 1F: 3 clusters Score -1455943 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1456398.500000 Penalty: 3105.027344
	Iteration 2F: 3 clusters Score -1456398 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1456852.625000 Penalty: 3105.027344
	Iteration 3F: 3 clusters Score -1456853 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1457348.500000 Penalty: 3105.027344
	Iteration 4F: 3 clusters Score -1457348 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1457921.875000 Penalty: 3105.027344
	Iteration 5F: 3 clusters Score -1457922 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1458491.375000 Penalty: 3105.027344
	Iteration 6F: 3 clusters Score -1458491 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1459042.750000 Penalty: 3105.027344
	Iteration 7F: 3 clusters Score -1459043 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1459637.625000 Penalty: 3105.027344
	Iteration 8F: 3 clusters Score -1459638 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1460230.000000 Penalty: 3105.027344
	Iteration 9F: 3 clusters Score -1460230 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1460626.375000 Penalty: 3105.027344
	Iteration 10Q: 3 clusters Score -1460626 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1460872.000000 Penalty: 3105.027344
	Iteration 11Q: 3 clusters Score -1460872 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1461016.875000 Penalty: 3105.027344
	Iteration 12Q: 3 clusters Score -1461017 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1461115.125000 Penalty: 3105.027344
	Iteration 13Q: 3 clusters Score -1461115 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1461190.125000 Penalty: 3105.027344
	Iteration 14Q: 3 clusters Score -1461190 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1461238.250000 Penalty: 3105.027344
	Iteration 15Q: 3 clusters Score -1461238 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1461283.125000 Penalty: 3105.027344
	Iteration 16Q: 3 clusters Score -1461283 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1461323.000000 Penalty: 3105.027344
	Iteration 17Q: 3 clusters Score -1461323 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1461347.500000 Penalty: 3105.027344
	Iteration 18Q: 3 clusters Score -1461348 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1461375.125000 Penalty: 3105.027344
	Iteration 19Q: 3 clusters Score -1461375 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1461382.875000 Penalty: 3105.027344
	Iteration 20F: 3 clusters Score -1461383 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1461390.500000 Penalty: 3105.027344
	Iteration 21Q: 3 clusters Score -1461390 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1461399.375000 Penalty: 3105.027344
	Iteration 22Q: 3 clusters Score -1461399 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1461405.500000 Penalty: 3105.027344
	Iteration 23Q: 3 clusters Score -1461406 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1461413.750000 Penalty: 3105.027344
	Iteration 24Q: 3 clusters Score -1461414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1461418.750000 Penalty: 3105.027344
	Iteration 25Q: 3 clusters Score -1461419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1461424.375000 Penalty: 3105.027344
	Iteration 26Q: 3 clusters Score -1461424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1461428.125000 Penalty: 3105.027344
	Iteration 27Q: 3 clusters Score -1461428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1461429.375000 Penalty: 3105.027344
	Iteration 28Q: 3 clusters Score -1461429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1461431.375000 Penalty: 3105.027344
	Iteration 29Q: 3 clusters Score -1461431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1461432.875000 Penalty: 3105.027344
	Iteration 30Q: 3 clusters Score -1461433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1461434.000000 Penalty: 3105.027344
	Iteration 31Q: 3 clusters Score -1461434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1461431.250000 Penalty: 3105.027344
	Iteration 32Q: 3 clusters Score -1461431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1461431.500000 Penalty: 3105.027344
	Iteration 33Q: 3 clusters Score -1461432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1461432.125000 Penalty: 3105.027344
	Iteration 34Q: 3 clusters Score -1461432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1461431.750000 Penalty: 3105.027344
	Iteration 35Q: 3 clusters Score -1461432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1461430.125000 Penalty: 3105.027344
	Iteration 36Q: 3 clusters Score -1461430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1461428.500000 Penalty: 3105.027344
	Iteration 37Q: 3 clusters Score -1461428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1461427.500000 Penalty: 3105.027344
	Iteration 38Q: 3 clusters Score -1461428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1461426.875000 Penalty: 3105.027344
	Iteration 39Q: 3 clusters Score -1461427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1461427.500000 Penalty: 3105.027344
	Iteration 40F: 3 clusters Score -1461428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1461429.125000 Penalty: 3105.027344
	Iteration 41Q: 3 clusters Score -1461429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1461428.875000 Penalty: 3105.027344
	Iteration 42Q: 3 clusters Score -1461429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1461430.000000 Penalty: 3105.027344
	Iteration 43Q: 3 clusters Score -1461430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1461430.125000 Penalty: 3105.027344
	Iteration 44Q: 3 clusters Score -1461430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1461430.375000 Penalty: 3105.027344
	Iteration 45Q: 3 clusters Score -1461430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1461433.000000 Penalty: 3105.027344
	Iteration 46Q: 3 clusters Score -1461433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1461432.000000 Penalty: 3105.027344
	Iteration 47Q: 3 clusters Score -1461432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1461435.250000 Penalty: 3105.027344
	Iteration 48Q: 3 clusters Score -1461435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1461435.750000 Penalty: 3105.027344
	Iteration 49Q: 3 clusters Score -1461436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1461436.625000 Penalty: 3105.027344
	Iteration 50Q: 3 clusters Score -1461437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1461432.125000 Penalty: 3105.027344
	Iteration 51Q: 3 clusters Score -1461432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1461432.625000 Penalty: 3105.027344
	Iteration 52Q: 3 clusters Score -1461433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1461437.375000 Penalty: 3105.027344
	Iteration 53Q: 3 clusters Score -1461437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1461438.375000 Penalty: 3105.027344
	Iteration 54Q: 3 clusters Score -1461438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1461440.375000 Penalty: 3105.027344
	Iteration 55Q: 3 clusters Score -1461440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1461443.125000 Penalty: 3105.027344
	Iteration 56Q: 3 clusters Score -1461443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1461447.875000 Penalty: 3105.027344
	Iteration 57Q: 3 clusters Score -1461448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1461446.500000 Penalty: 3105.027344
	Iteration 58Q: 3 clusters Score -1461446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1461448.125000 Penalty: 3105.027344
	Iteration 59Q: 3 clusters Score -1461448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1461444.875000 Penalty: 3105.027344
	Iteration 60F: 3 clusters Score -1461445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1461445.250000 Penalty: 3105.027344
	Iteration 61Q: 3 clusters Score -1461445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1461446.750000 Penalty: 3105.027344
	Iteration 62Q: 3 clusters Score -1461447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1461449.500000 Penalty: 3105.027344
	Iteration 63Q: 3 clusters Score -1461450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1461450.375000 Penalty: 3105.027344
	Iteration 64Q: 3 clusters Score -1461450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1461448.125000 Penalty: 3105.027344
	Iteration 65Q: 3 clusters Score -1461448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1461450.375000 Penalty: 3105.027344
	Iteration 66Q: 3 clusters Score -1461450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1461450.500000 Penalty: 3105.027344
	Iteration 67Q: 3 clusters Score -1461450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1461454.250000 Penalty: 3105.027344
	Iteration 68Q: 3 clusters Score -1461454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1461451.875000 Penalty: 3105.027344
	Iteration 69Q: 3 clusters Score -1461452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1461449.625000 Penalty: 3105.027344
	Iteration 70Q: 3 clusters Score -1461450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1461454.000000 Penalty: 3105.027344
	Iteration 71Q: 3 clusters Score -1461454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1461453.750000 Penalty: 3105.027344
	Iteration 72Q: 3 clusters Score -1461454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1461453.500000 Penalty: 3105.027344
	Iteration 73Q: 3 clusters Score -1461454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1461455.250000 Penalty: 3105.027344
	Iteration 74Q: 3 clusters Score -1461455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1461454.375000 Penalty: 3105.027344
	Iteration 75Q: 3 clusters Score -1461454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1461451.500000 Penalty: 3105.027344
	Iteration 76Q: 3 clusters Score -1461452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1461451.500000 Penalty: 3105.027344
	Iteration 77Q: 3 clusters Score -1461452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1461451.500000 Penalty: 3105.027344
	Iteration 78Q: 3 clusters Score -1461452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1461452.500000 Penalty: 3105.027344
	Iteration 79Q: 3 clusters Score -1461452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1461454.875000 Penalty: 3105.027344
	Iteration 80F: 3 clusters Score -1461455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1461454.750000 Penalty: 3105.027344
	Iteration 81Q: 3 clusters Score -1461455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1461454.625000 Penalty: 3105.027344
	Iteration 82Q: 3 clusters Score -1461455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1461454.625000 Penalty: 3105.027344
	Iteration 83F: 3 clusters Score -1461455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Entering Unmasked Estep 
Score: -565012.000000 Penalty: 1395.493286
	Iteration 0F: 2 clusters Score -565012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -560784.687500 Penalty: 2790.986572
	Iteration 0F: 3 clusters Score -560784.7 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -562015.250000 Penalty: 2790.986572
	Iteration 1F: 3 clusters Score -562015.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -562182.187500 Penalty: 2790.986572
	Iteration 2F: 3 clusters Score -562182.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -562294.875000 Penalty: 2790.986572
	Iteration 3Q: 3 clusters Score -562294.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -562392.625000 Penalty: 2790.986572
	Iteration 4Q: 3 clusters Score -562392.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -562478.250000 Penalty: 2790.986572
	Iteration 5Q: 3 clusters Score -562478.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -562558.437500 Penalty: 2790.986572
	Iteration 6Q: 3 clusters Score -562558.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -562637.937500 Penalty: 2790.986572
	Iteration 7Q: 3 clusters Score -562637.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -562717.250000 Penalty: 2790.986572
	Iteration 8Q: 3 clusters Score -562717.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -562798.062500 Penalty: 2790.986572
	Iteration 9Q: 3 clusters Score -562798.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -562859.187500 Penalty: 2790.986572
	Iteration 10Q: 3 clusters Score -562859.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -562898.625000 Penalty: 2790.986572
	Iteration 11Q: 3 clusters Score -562898.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -562933.937500 Penalty: 2790.986572
	Iteration 12Q: 3 clusters Score -562933.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -562970.000000 Penalty: 2790.986572
	Iteration 13Q: 3 clusters Score -562970 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -562999.062500 Penalty: 2790.986572
	Iteration 14Q: 3 clusters Score -562999.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -563033.312500 Penalty: 2790.986572
	Iteration 15Q: 3 clusters Score -563033.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -563072.812500 Penalty: 2790.986572
	Iteration 16Q: 3 clusters Score -563072.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -563109.687500 Penalty: 2790.986572
	Iteration 17Q: 3 clusters Score -563109.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -563138.625000 Penalty: 2790.986572
	Iteration 18Q: 3 clusters Score -563138.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -563161.812500 Penalty: 2790.986572
	Iteration 19Q: 3 clusters Score -563161.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -563183.937500 Penalty: 2790.986572
	Iteration 20F: 3 clusters Score -563183.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -563212.625000 Penalty: 2790.986572
	Iteration 21Q: 3 clusters Score -563212.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -563253.625000 Penalty: 2790.986572
	Iteration 22Q: 3 clusters Score -563253.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -563290.812500 Penalty: 2790.986572
	Iteration 23Q: 3 clusters Score -563290.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -563316.937500 Penalty: 2790.986572
	Iteration 24Q: 3 clusters Score -563316.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -563345.687500 Penalty: 2790.986572
	Iteration 25Q: 3 clusters Score -563345.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -563376.000000 Penalty: 2790.986572
	Iteration 26Q: 3 clusters Score -563376 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -563406.687500 Penalty: 2790.986572
	Iteration 27Q: 3 clusters Score -563406.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -563440.562500 Penalty: 2790.986572
	Iteration 28Q: 3 clusters Score -563440.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -563475.437500 Penalty: 2790.986572
	Iteration 29Q: 3 clusters Score -563475.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -563519.250000 Penalty: 2790.986572
	Iteration 30Q: 3 clusters Score -563519.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -563574.062500 Penalty: 2790.986572
	Iteration 31Q: 3 clusters Score -563574.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -563640.875000 Penalty: 2790.986572
	Iteration 32Q: 3 clusters Score -563640.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -563736.750000 Penalty: 2790.986572
	Iteration 33Q: 3 clusters Score -563736.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -563876.562500 Penalty: 2790.986572
	Iteration 34Q: 3 clusters Score -563876.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -564050.062500 Penalty: 2790.986572
	Iteration 35Q: 3 clusters Score -564050.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -564276.625000 Penalty: 2790.986572
	Iteration 36Q: 3 clusters Score -564276.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -564394.625000 Penalty: 2790.986572
	Iteration 37Q: 3 clusters Score -564394.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -564457.937500 Penalty: 2790.986572
	Iteration 38Q: 3 clusters Score -564457.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -564507.937500 Penalty: 2790.986572
	Iteration 39Q: 3 clusters Score -564507.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -564557.187500 Penalty: 2790.986572
	Iteration 40F: 3 clusters Score -564557.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -564603.750000 Penalty: 2790.986572
	Iteration 41Q: 3 clusters Score -564603.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -564665.937500 Penalty: 2790.986572
	Iteration 42Q: 3 clusters Score -564665.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -564714.437500 Penalty: 2790.986572
	Iteration 43Q: 3 clusters Score -564714.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -564759.437500 Penalty: 2790.986572
	Iteration 44Q: 3 clusters Score -564759.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -564809.812500 Penalty: 2790.986572
	Iteration 45Q: 3 clusters Score -564809.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -564860.437500 Penalty: 2790.986572
	Iteration 46Q: 3 clusters Score -564860.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -564890.875000 Penalty: 2790.986572
	Iteration 47Q: 3 clusters Score -564890.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -564902.000000 Penalty: 2790.986572
	Iteration 48Q: 3 clusters Score -564902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -564906.375000 Penalty: 2790.986572
	Iteration 49Q: 3 clusters Score -564906.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -564909.312500 Penalty: 2790.986572
	Iteration 50Q: 3 clusters Score -564909.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -564909.687500 Penalty: 2790.986572
	Iteration 51Q: 3 clusters Score -564909.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -564909.687500 Penalty: 2790.986572
	Iteration 52Q: 3 clusters Score -564909.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -564909.250000 Penalty: 2790.986572
	Iteration 53Q: 3 clusters Score -564909.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -564909.250000 Penalty: 2790.986572
	Iteration 54F: 3 clusters Score -564909.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Entering Unmasked Estep 
Score: -2159479.750000 Penalty: 1611.680176
	Iteration 0F: 2 clusters Score -2159480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2145660.000000 Penalty: 3223.360352
	Iteration 0F: 3 clusters Score -2145660 nChanged 9147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2150779.500000 Penalty: 3223.360352
	Iteration 1F: 3 clusters Score -2150780 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2151272.250000 Penalty: 3223.360352
	Iteration 2F: 3 clusters Score -2151272 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2151795.250000 Penalty: 3223.360352
	Iteration 3F: 3 clusters Score -2151795 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2152482.500000 Penalty: 3223.360352
	Iteration 4F: 3 clusters Score -2152482 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2153394.250000 Penalty: 3223.360352
	Iteration 5F: 3 clusters Score -2153394 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -2154505.500000 Penalty: 3223.360352
	Iteration 6F: 3 clusters Score -2154506 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2155701.500000 Penalty: 3223.360352
	Iteration 7F: 3 clusters Score -2155702 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2156765.250000 Penalty: 3223.360352
	Iteration 8F: 3 clusters Score -2156765 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2157473.000000 Penalty: 3223.360352
	Iteration 9Q: 3 clusters Score -2157473 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2157946.500000 Penalty: 3223.360352
	Iteration 10Q: 3 clusters Score -2157946 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2158188.500000 Penalty: 3223.360352
	Iteration 11Q: 3 clusters Score -2158188 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2158315.250000 Penalty: 3223.360352
	Iteration 12Q: 3 clusters Score -2158315 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2158390.000000 Penalty: 3223.360352
	Iteration 13Q: 3 clusters Score -2158390 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2158454.750000 Penalty: 3223.360352
	Iteration 14Q: 3 clusters Score -2158455 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2158506.250000 Penalty: 3223.360352
	Iteration 15Q: 3 clusters Score -2158506 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2158553.500000 Penalty: 3223.360352
	Iteration 16Q: 3 clusters Score -2158554 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2158588.250000 Penalty: 3223.360352
	Iteration 17Q: 3 clusters Score -2158588 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2158622.750000 Penalty: 3223.360352
	Iteration 18Q: 3 clusters Score -2158623 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2158647.500000 Penalty: 3223.360352
	Iteration 19Q: 3 clusters Score -2158648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2158688.500000 Penalty: 3223.360352
	Iteration 20F: 3 clusters Score -2158688 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2158712.250000 Penalty: 3223.360352
	Iteration 21Q: 3 clusters Score -2158712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2158735.000000 Penalty: 3223.360352
	Iteration 22Q: 3 clusters Score -2158735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2158743.750000 Penalty: 3223.360352
	Iteration 23Q: 3 clusters Score -2158744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2158747.250000 Penalty: 3223.360352
	Iteration 24Q: 3 clusters Score -2158747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2158751.500000 Penalty: 3223.360352
	Iteration 25Q: 3 clusters Score -2158752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2158755.250000 Penalty: 3223.360352
	Iteration 26Q: 3 clusters Score -2158755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2158754.250000 Penalty: 3223.360352
	Iteration 27Q: 3 clusters Score -2158754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2158758.500000 Penalty: 3223.360352
	Iteration 28Q: 3 clusters Score -2158758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2158755.250000 Penalty: 3223.360352
	Iteration 29Q: 3 clusters Score -2158755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2158763.500000 Penalty: 3223.360352
	Iteration 30Q: 3 clusters Score -2158764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2158768.750000 Penalty: 3223.360352
	Iteration 31Q: 3 clusters Score -2158769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2158771.250000 Penalty: 3223.360352
	Iteration 32Q: 3 clusters Score -2158771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2158771.500000 Penalty: 3223.360352
	Iteration 33Q: 3 clusters Score -2158772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2158771.500000 Penalty: 3223.360352
	Iteration 34Q: 3 clusters Score -2158772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2158771.500000 Penalty: 3223.360352
	Iteration 35F: 3 clusters Score -2158772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -22213.957031 Penalty: 886.489685
	Iteration 0F: 2 clusters Score -22213.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21432.351562 Penalty: 1772.979370
	Iteration 0F: 3 clusters Score -21432.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -21582.679688 Penalty: 1772.979370
	Iteration 1F: 3 clusters Score -21582.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -21637.750000 Penalty: 1772.979370
	Iteration 2F: 3 clusters Score -21637.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -21653.855469 Penalty: 1772.979370
	Iteration 3Q: 3 clusters Score -21653.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -21656.511719 Penalty: 1772.979370
	Iteration 4Q: 3 clusters Score -21656.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -21657.498047 Penalty: 1772.979370
	Iteration 5Q: 3 clusters Score -21657.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -21657.498047 Penalty: 1772.979370
	Iteration 6F: 3 clusters Score -21657.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Entering Unmasked Estep 
Score: -260537.437500 Penalty: 1270.690918
	Iteration 0F: 2 clusters Score -260537.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -258154.156250 Penalty: 2541.381836
	Iteration 0F: 3 clusters Score -258154.2 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -258721.593750 Penalty: 2541.381836
	Iteration 1F: 3 clusters Score -258721.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -258860.062500 Penalty: 2541.381836
	Iteration 2F: 3 clusters Score -258860.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -258939.687500 Penalty: 2541.381836
	Iteration 3Q: 3 clusters Score -258939.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -258988.671875 Penalty: 2541.381836
	Iteration 4Q: 3 clusters Score -258988.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -259018.281250 Penalty: 2541.381836
	Iteration 5Q: 3 clusters Score -259018.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -259040.093750 Penalty: 2541.381836
	Iteration 6Q: 3 clusters Score -259040.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -259055.031250 Penalty: 2541.381836
	Iteration 7Q: 3 clusters Score -259055 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -259068.437500 Penalty: 2541.381836
	Iteration 8Q: 3 clusters Score -259068.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -259081.546875 Penalty: 2541.381836
	Iteration 9Q: 3 clusters Score -259081.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -259098.296875 Penalty: 2541.381836
	Iteration 10Q: 3 clusters Score -259098.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -259118.937500 Penalty: 2541.381836
	Iteration 11Q: 3 clusters Score -259118.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -259133.343750 Penalty: 2541.381836
	Iteration 12Q: 3 clusters Score -259133.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -259149.062500 Penalty: 2541.381836
	Iteration 13Q: 3 clusters Score -259149.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -259161.937500 Penalty: 2541.381836
	Iteration 14Q: 3 clusters Score -259161.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -259171.234375 Penalty: 2541.381836
	Iteration 15Q: 3 clusters Score -259171.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -259181.875000 Penalty: 2541.381836
	Iteration 16Q: 3 clusters Score -259181.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -259197.515625 Penalty: 2541.381836
	Iteration 17Q: 3 clusters Score -259197.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -259212.203125 Penalty: 2541.381836
	Iteration 18Q: 3 clusters Score -259212.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -259222.078125 Penalty: 2541.381836
	Iteration 19Q: 3 clusters Score -259222.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -259232.953125 Penalty: 2541.381836
	Iteration 20F: 3 clusters Score -259233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -259240.109375 Penalty: 2541.381836
	Iteration 21Q: 3 clusters Score -259240.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -259249.312500 Penalty: 2541.381836
	Iteration 22Q: 3 clusters Score -259249.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -259258.296875 Penalty: 2541.381836
	Iteration 23Q: 3 clusters Score -259258.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -259268.156250 Penalty: 2541.381836
	Iteration 24Q: 3 clusters Score -259268.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -259274.734375 Penalty: 2541.381836
	Iteration 25Q: 3 clusters Score -259274.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -259281.359375 Penalty: 2541.381836
	Iteration 26Q: 3 clusters Score -259281.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -259289.375000 Penalty: 2541.381836
	Iteration 27Q: 3 clusters Score -259289.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -259296.843750 Penalty: 2541.381836
	Iteration 28Q: 3 clusters Score -259296.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -259306.468750 Penalty: 2541.381836
	Iteration 29Q: 3 clusters Score -259306.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -259317.781250 Penalty: 2541.381836
	Iteration 30Q: 3 clusters Score -259317.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -259332.078125 Penalty: 2541.381836
	Iteration 31Q: 3 clusters Score -259332.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -259356.078125 Penalty: 2541.381836
	Iteration 32Q: 3 clusters Score -259356.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -259376.734375 Penalty: 2541.381836
	Iteration 33Q: 3 clusters Score -259376.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -259400.546875 Penalty: 2541.381836
	Iteration 34Q: 3 clusters Score -259400.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -259419.453125 Penalty: 2541.381836
	Iteration 35Q: 3 clusters Score -259419.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -259440.218750 Penalty: 2541.381836
	Iteration 36Q: 3 clusters Score -259440.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -259461.843750 Penalty: 2541.381836
	Iteration 37Q: 3 clusters Score -259461.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -259477.890625 Penalty: 2541.381836
	Iteration 38Q: 3 clusters Score -259477.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -259491.781250 Penalty: 2541.381836
	Iteration 39Q: 3 clusters Score -259491.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -259501.984375 Penalty: 2541.381836
	Iteration 40F: 3 clusters Score -259502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -259514.500000 Penalty: 2541.381836
	Iteration 41Q: 3 clusters Score -259514.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -259523.343750 Penalty: 2541.381836
	Iteration 42Q: 3 clusters Score -259523.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -259529.734375 Penalty: 2541.381836
	Iteration 43Q: 3 clusters Score -259529.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -259533.421875 Penalty: 2541.381836
	Iteration 44Q: 3 clusters Score -259533.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -259537.046875 Penalty: 2541.381836
	Iteration 45Q: 3 clusters Score -259537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -259539.500000 Penalty: 2541.381836
	Iteration 46Q: 3 clusters Score -259539.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -259543.718750 Penalty: 2541.381836
	Iteration 47Q: 3 clusters Score -259543.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -259549.296875 Penalty: 2541.381836
	Iteration 48Q: 3 clusters Score -259549.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -259553.390625 Penalty: 2541.381836
	Iteration 49Q: 3 clusters Score -259553.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -259554.593750 Penalty: 2541.381836
	Iteration 50Q: 3 clusters Score -259554.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -259555.750000 Penalty: 2541.381836
	Iteration 51Q: 3 clusters Score -259555.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -259557.187500 Penalty: 2541.381836
	Iteration 52Q: 3 clusters Score -259557.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -259559.359375 Penalty: 2541.381836
	Iteration 53Q: 3 clusters Score -259559.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -259560.187500 Penalty: 2541.381836
	Iteration 54Q: 3 clusters Score -259560.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -259560.218750 Penalty: 2541.381836
	Iteration 55Q: 3 clusters Score -259560.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -259560.218750 Penalty: 2541.381836
	Iteration 56F: 3 clusters Score -259560.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Entering Unmasked Estep 
Score: -1297976.625000 Penalty: 1530.174805
	Iteration 0F: 2 clusters Score -1297977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1289394.125000 Penalty: 3060.349609
	Iteration 0F: 3 clusters Score -1289394 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1292245.375000 Penalty: 3060.349609
	Iteration 1F: 3 clusters Score -1292245 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1292555.250000 Penalty: 3060.349609
	Iteration 2F: 3 clusters Score -1292555 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1292806.125000 Penalty: 3060.349609
	Iteration 3F: 3 clusters Score -1292806 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1293025.000000 Penalty: 3060.349609
	Iteration 4Q: 3 clusters Score -1293025 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1293227.625000 Penalty: 3060.349609
	Iteration 5Q: 3 clusters Score -1293228 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1293413.250000 Penalty: 3060.349609
	Iteration 6Q: 3 clusters Score -1293413 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1293568.750000 Penalty: 3060.349609
	Iteration 7Q: 3 clusters Score -1293569 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1293717.375000 Penalty: 3060.349609
	Iteration 8Q: 3 clusters Score -1293717 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1293885.625000 Penalty: 3060.349609
	Iteration 9Q: 3 clusters Score -1293886 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1294085.625000 Penalty: 3060.349609
	Iteration 10Q: 3 clusters Score -1294086 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1294303.500000 Penalty: 3060.349609
	Iteration 11Q: 3 clusters Score -1294304 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1294509.875000 Penalty: 3060.349609
	Iteration 12Q: 3 clusters Score -1294510 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1294744.250000 Penalty: 3060.349609
	Iteration 13Q: 3 clusters Score -1294744 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1294935.875000 Penalty: 3060.349609
	Iteration 14Q: 3 clusters Score -1294936 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1295079.125000 Penalty: 3060.349609
	Iteration 15Q: 3 clusters Score -1295079 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1295172.000000 Penalty: 3060.349609
	Iteration 16Q: 3 clusters Score -1295172 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1295246.250000 Penalty: 3060.349609
	Iteration 17Q: 3 clusters Score -1295246 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1295327.750000 Penalty: 3060.349609
	Iteration 18Q: 3 clusters Score -1295328 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1295409.625000 Penalty: 3060.349609
	Iteration 19Q: 3 clusters Score -1295410 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1295490.250000 Penalty: 3060.349609
	Iteration 20F: 3 clusters Score -1295490 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1295565.875000 Penalty: 3060.349609
	Iteration 21Q: 3 clusters Score -1295566 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1295646.625000 Penalty: 3060.349609
	Iteration 22Q: 3 clusters Score -1295647 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1295728.500000 Penalty: 3060.349609
	Iteration 23Q: 3 clusters Score -1295728 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1295816.875000 Penalty: 3060.349609
	Iteration 24Q: 3 clusters Score -1295817 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1295907.000000 Penalty: 3060.349609
	Iteration 25Q: 3 clusters Score -1295907 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1295998.750000 Penalty: 3060.349609
	Iteration 26Q: 3 clusters Score -1295999 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1296117.250000 Penalty: 3060.349609
	Iteration 27Q: 3 clusters Score -1296117 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1296233.375000 Penalty: 3060.349609
	Iteration 28Q: 3 clusters Score -1296233 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1296324.000000 Penalty: 3060.349609
	Iteration 29Q: 3 clusters Score -1296324 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1296405.500000 Penalty: 3060.349609
	Iteration 30Q: 3 clusters Score -1296406 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1296461.875000 Penalty: 3060.349609
	Iteration 31Q: 3 clusters Score -1296462 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1296510.500000 Penalty: 3060.349609
	Iteration 32Q: 3 clusters Score -1296510 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1296551.625000 Penalty: 3060.349609
	Iteration 33Q: 3 clusters Score -1296552 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1296581.750000 Penalty: 3060.349609
	Iteration 34Q: 3 clusters Score -1296582 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1296603.500000 Penalty: 3060.349609
	Iteration 35Q: 3 clusters Score -1296604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1296624.125000 Penalty: 3060.349609
	Iteration 36Q: 3 clusters Score -1296624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1296637.125000 Penalty: 3060.349609
	Iteration 37Q: 3 clusters Score -1296637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1296650.500000 Penalty: 3060.349609
	Iteration 38Q: 3 clusters Score -1296650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1296656.625000 Penalty: 3060.349609
	Iteration 39Q: 3 clusters Score -1296657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1296657.250000 Penalty: 3060.349609
	Iteration 40F: 3 clusters Score -1296657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1296666.250000 Penalty: 3060.349609
	Iteration 41Q: 3 clusters Score -1296666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1296673.375000 Penalty: 3060.349609
	Iteration 42Q: 3 clusters Score -1296673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1296677.250000 Penalty: 3060.349609
	Iteration 43Q: 3 clusters Score -1296677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1296683.875000 Penalty: 3060.349609
	Iteration 44Q: 3 clusters Score -1296684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1296686.875000 Penalty: 3060.349609
	Iteration 45Q: 3 clusters Score -1296687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1296693.125000 Penalty: 3060.349609
	Iteration 46Q: 3 clusters Score -1296693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1296702.500000 Penalty: 3060.349609
	Iteration 47Q: 3 clusters Score -1296702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1296701.125000 Penalty: 3060.349609
	Iteration 48Q: 3 clusters Score -1296701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1296701.125000 Penalty: 3060.349609
	Iteration 49F: 3 clusters Score -1296701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Entering Unmasked Estep 
Score: -1588872.125000 Penalty: 1574.632568
	Iteration 0F: 2 clusters Score -1588872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1577794.125000 Penalty: 3149.265137
	Iteration 0F: 3 clusters Score -1577794 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1581873.125000 Penalty: 3149.265137
	Iteration 1F: 3 clusters Score -1581873 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1582487.625000 Penalty: 3149.265137
	Iteration 2F: 3 clusters Score -1582488 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1583099.250000 Penalty: 3149.265137
	Iteration 3F: 3 clusters Score -1583099 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1583796.250000 Penalty: 3149.265137
	Iteration 4F: 3 clusters Score -1583796 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1584426.250000 Penalty: 3149.265137
	Iteration 5F: 3 clusters Score -1584426 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1584936.000000 Penalty: 3149.265137
	Iteration 6F: 3 clusters Score -1584936 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1585298.375000 Penalty: 3149.265137
	Iteration 7Q: 3 clusters Score -1585298 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1585544.625000 Penalty: 3149.265137
	Iteration 8Q: 3 clusters Score -1585545 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1585746.500000 Penalty: 3149.265137
	Iteration 9Q: 3 clusters Score -1585746 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1585913.625000 Penalty: 3149.265137
	Iteration 10Q: 3 clusters Score -1585914 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1586036.000000 Penalty: 3149.265137
	Iteration 11Q: 3 clusters Score -1586036 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1586142.625000 Penalty: 3149.265137
	Iteration 12Q: 3 clusters Score -1586143 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1586225.000000 Penalty: 3149.265137
	Iteration 13Q: 3 clusters Score -1586225 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1586293.250000 Penalty: 3149.265137
	Iteration 14Q: 3 clusters Score -1586293 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1586341.250000 Penalty: 3149.265137
	Iteration 15Q: 3 clusters Score -1586341 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1586375.250000 Penalty: 3149.265137
	Iteration 16Q: 3 clusters Score -1586375 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1586413.750000 Penalty: 3149.265137
	Iteration 17Q: 3 clusters Score -1586414 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1586455.750000 Penalty: 3149.265137
	Iteration 18Q: 3 clusters Score -1586456 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1586501.250000 Penalty: 3149.265137
	Iteration 19Q: 3 clusters Score -1586501 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1586533.250000 Penalty: 3149.265137
	Iteration 20F: 3 clusters Score -1586533 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1586575.000000 Penalty: 3149.265137
	Iteration 21Q: 3 clusters Score -1586575 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1586638.000000 Penalty: 3149.265137
	Iteration 22Q: 3 clusters Score -1586638 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1586691.250000 Penalty: 3149.265137
	Iteration 23Q: 3 clusters Score -1586691 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1586741.250000 Penalty: 3149.265137
	Iteration 24Q: 3 clusters Score -1586741 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1586793.375000 Penalty: 3149.265137
	Iteration 25Q: 3 clusters Score -1586793 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1586861.625000 Penalty: 3149.265137
	Iteration 26Q: 3 clusters Score -1586862 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1586935.875000 Penalty: 3149.265137
	Iteration 27Q: 3 clusters Score -1586936 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1587012.000000 Penalty: 3149.265137
	Iteration 28Q: 3 clusters Score -1587012 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1587079.125000 Penalty: 3149.265137
	Iteration 29Q: 3 clusters Score -1587079 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1587151.250000 Penalty: 3149.265137
	Iteration 30Q: 3 clusters Score -1587151 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1587211.750000 Penalty: 3149.265137
	Iteration 31Q: 3 clusters Score -1587212 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1587269.750000 Penalty: 3149.265137
	Iteration 32Q: 3 clusters Score -1587270 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1587337.750000 Penalty: 3149.265137
	Iteration 33Q: 3 clusters Score -1587338 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1587389.375000 Penalty: 3149.265137
	Iteration 34Q: 3 clusters Score -1587389 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1587438.375000 Penalty: 3149.265137
	Iteration 35Q: 3 clusters Score -1587438 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1587479.375000 Penalty: 3149.265137
	Iteration 36Q: 3 clusters Score -1587479 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1587523.250000 Penalty: 3149.265137
	Iteration 37Q: 3 clusters Score -1587523 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1587559.000000 Penalty: 3149.265137
	Iteration 38Q: 3 clusters Score -1587559 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1587591.125000 Penalty: 3149.265137
	Iteration 39Q: 3 clusters Score -1587591 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1587630.500000 Penalty: 3149.265137
	Iteration 40F: 3 clusters Score -1587630 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1587667.625000 Penalty: 3149.265137
	Iteration 41Q: 3 clusters Score -1587668 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1587723.750000 Penalty: 3149.265137
	Iteration 42Q: 3 clusters Score -1587724 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1587775.250000 Penalty: 3149.265137
	Iteration 43Q: 3 clusters Score -1587775 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1587822.125000 Penalty: 3149.265137
	Iteration 44Q: 3 clusters Score -1587822 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1587873.750000 Penalty: 3149.265137
	Iteration 45Q: 3 clusters Score -1587874 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1587911.125000 Penalty: 3149.265137
	Iteration 46Q: 3 clusters Score -1587911 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1587947.375000 Penalty: 3149.265137
	Iteration 47Q: 3 clusters Score -1587947 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1587970.250000 Penalty: 3149.265137
	Iteration 48Q: 3 clusters Score -1587970 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1587995.000000 Penalty: 3149.265137
	Iteration 49Q: 3 clusters Score -1587995 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1588010.875000 Penalty: 3149.265137
	Iteration 50Q: 3 clusters Score -1588011 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1588028.625000 Penalty: 3149.265137
	Iteration 51Q: 3 clusters Score -1588029 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1588042.500000 Penalty: 3149.265137
	Iteration 52Q: 3 clusters Score -1588042 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1588055.375000 Penalty: 3149.265137
	Iteration 53Q: 3 clusters Score -1588055 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1588068.000000 Penalty: 3149.265137
	Iteration 54Q: 3 clusters Score -1588068 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1588083.000000 Penalty: 3149.265137
	Iteration 55Q: 3 clusters Score -1588083 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1588097.875000 Penalty: 3149.265137
	Iteration 56Q: 3 clusters Score -1588098 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1588110.375000 Penalty: 3149.265137
	Iteration 57Q: 3 clusters Score -1588110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1588120.625000 Penalty: 3149.265137
	Iteration 58Q: 3 clusters Score -1588121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1588129.125000 Penalty: 3149.265137
	Iteration 59Q: 3 clusters Score -1588129 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1588143.500000 Penalty: 3149.265137
	Iteration 60F: 3 clusters Score -1588144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1588153.750000 Penalty: 3149.265137
	Iteration 61Q: 3 clusters Score -1588154 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1588162.750000 Penalty: 3149.265137
	Iteration 62Q: 3 clusters Score -1588163 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1588179.125000 Penalty: 3149.265137
	Iteration 63Q: 3 clusters Score -1588179 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1588193.375000 Penalty: 3149.265137
	Iteration 64Q: 3 clusters Score -1588193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1588195.125000 Penalty: 3149.265137
	Iteration 65Q: 3 clusters Score -1588195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1588199.000000 Penalty: 3149.265137
	Iteration 66Q: 3 clusters Score -1588199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1588203.750000 Penalty: 3149.265137
	Iteration 67Q: 3 clusters Score -1588204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1588206.500000 Penalty: 3149.265137
	Iteration 68Q: 3 clusters Score -1588206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1588207.875000 Penalty: 3149.265137
	Iteration 69Q: 3 clusters Score -1588208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1588209.500000 Penalty: 3149.265137
	Iteration 70Q: 3 clusters Score -1588210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1588216.375000 Penalty: 3149.265137
	Iteration 71Q: 3 clusters Score -1588216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1588218.375000 Penalty: 3149.265137
	Iteration 72Q: 3 clusters Score -1588218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1588220.000000 Penalty: 3149.265137
	Iteration 73Q: 3 clusters Score -1588220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1588224.625000 Penalty: 3149.265137
	Iteration 74Q: 3 clusters Score -1588225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1588228.750000 Penalty: 3149.265137
	Iteration 75Q: 3 clusters Score -1588229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -1588236.500000 Penalty: 3149.265137
	Iteration 76Q: 3 clusters Score -1588236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1588244.250000 Penalty: 3149.265137
	Iteration 77Q: 3 clusters Score -1588244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1588245.375000 Penalty: 3149.265137
	Iteration 78Q: 3 clusters Score -1588245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1588247.375000 Penalty: 3149.265137
	Iteration 79Q: 3 clusters Score -1588247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1588248.750000 Penalty: 3149.265137
	Iteration 80F: 3 clusters Score -1588249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -1588248.125000 Penalty: 3149.265137
	Iteration 81Q: 3 clusters Score -1588248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1588246.875000 Penalty: 3149.265137
	Iteration 82Q: 3 clusters Score -1588247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1588253.000000 Penalty: 3149.265137
	Iteration 83Q: 3 clusters Score -1588253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1588253.750000 Penalty: 3149.265137
	Iteration 84Q: 3 clusters Score -1588254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1588255.000000 Penalty: 3149.265137
	Iteration 85Q: 3 clusters Score -1588255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1588258.125000 Penalty: 3149.265137
	Iteration 86Q: 3 clusters Score -1588258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1588259.750000 Penalty: 3149.265137
	Iteration 87Q: 3 clusters Score -1588260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1588259.000000 Penalty: 3149.265137
	Iteration 88Q: 3 clusters Score -1588259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -1588260.500000 Penalty: 3149.265137
	Iteration 89Q: 3 clusters Score -1588260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -1588261.375000 Penalty: 3149.265137
	Iteration 90Q: 3 clusters Score -1588261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1588261.750000 Penalty: 3149.265137
	Iteration 91Q: 3 clusters Score -1588262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1588261.750000 Penalty: 3149.265137
	Iteration 92F: 3 clusters Score -1588262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -141877.015625 Penalty: 1201.004761
	Iteration 0F: 2 clusters Score -141877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -140064.843750 Penalty: 2402.009521
	Iteration 0F: 3 clusters Score -140064.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -140509.781250 Penalty: 2402.009521
	Iteration 1F: 3 clusters Score -140509.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -140648.843750 Penalty: 2402.009521
	Iteration 2F: 3 clusters Score -140648.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -140752.921875 Penalty: 2402.009521
	Iteration 3F: 3 clusters Score -140752.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -140831.296875 Penalty: 2402.009521
	Iteration 4Q: 3 clusters Score -140831.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -140913.796875 Penalty: 2402.009521
	Iteration 5Q: 3 clusters Score -140913.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -140976.781250 Penalty: 2402.009521
	Iteration 6Q: 3 clusters Score -140976.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -141017.421875 Penalty: 2402.009521
	Iteration 7Q: 3 clusters Score -141017.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -141047.890625 Penalty: 2402.009521
	Iteration 8Q: 3 clusters Score -141047.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -141059.968750 Penalty: 2402.009521
	Iteration 9Q: 3 clusters Score -141060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -141069.546875 Penalty: 2402.009521
	Iteration 10Q: 3 clusters Score -141069.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -141080.859375 Penalty: 2402.009521
	Iteration 11Q: 3 clusters Score -141080.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -141091.000000 Penalty: 2402.009521
	Iteration 12Q: 3 clusters Score -141091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -141104.812500 Penalty: 2402.009521
	Iteration 13Q: 3 clusters Score -141104.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -141134.765625 Penalty: 2402.009521
	Iteration 14Q: 3 clusters Score -141134.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -141171.156250 Penalty: 2402.009521
	Iteration 15Q: 3 clusters Score -141171.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -141201.625000 Penalty: 2402.009521
	Iteration 16Q: 3 clusters Score -141201.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -141243.578125 Penalty: 2402.009521
	Iteration 17Q: 3 clusters Score -141243.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -141265.078125 Penalty: 2402.009521
	Iteration 18Q: 3 clusters Score -141265.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -141282.875000 Penalty: 2402.009521
	Iteration 19Q: 3 clusters Score -141282.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -141295.843750 Penalty: 2402.009521
	Iteration 20F: 3 clusters Score -141295.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -141317.953125 Penalty: 2402.009521
	Iteration 21Q: 3 clusters Score -141318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -141328.390625 Penalty: 2402.009521
	Iteration 22Q: 3 clusters Score -141328.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -141344.109375 Penalty: 2402.009521
	Iteration 23Q: 3 clusters Score -141344.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -141354.484375 Penalty: 2402.009521
	Iteration 24Q: 3 clusters Score -141354.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -141374.015625 Penalty: 2402.009521
	Iteration 25Q: 3 clusters Score -141374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -141384.281250 Penalty: 2402.009521
	Iteration 26Q: 3 clusters Score -141384.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -141391.125000 Penalty: 2402.009521
	Iteration 27Q: 3 clusters Score -141391.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -141394.296875 Penalty: 2402.009521
	Iteration 28Q: 3 clusters Score -141394.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -141398.593750 Penalty: 2402.009521
	Iteration 29Q: 3 clusters Score -141398.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -141406.312500 Penalty: 2402.009521
	Iteration 30Q: 3 clusters Score -141406.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -141411.031250 Penalty: 2402.009521
	Iteration 31Q: 3 clusters Score -141411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -141416.625000 Penalty: 2402.009521
	Iteration 32Q: 3 clusters Score -141416.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -141418.875000 Penalty: 2402.009521
	Iteration 33Q: 3 clusters Score -141418.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -141420.265625 Penalty: 2402.009521
	Iteration 34Q: 3 clusters Score -141420.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -141420.265625 Penalty: 2402.009521
	Iteration 35F: 3 clusters Score -141420.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Entering Unmasked Estep 
Score: -1602576.625000 Penalty: 1565.073242
	Iteration 0F: 2 clusters Score -1602577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1592134.375000 Penalty: 3130.146484
	Iteration 0F: 3 clusters Score -1592134 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1595761.125000 Penalty: 3130.146484
	Iteration 1F: 3 clusters Score -1595761 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1596078.375000 Penalty: 3130.146484
	Iteration 2F: 3 clusters Score -1596078 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1596390.375000 Penalty: 3130.146484
	Iteration 3Q: 3 clusters Score -1596390 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1596716.875000 Penalty: 3130.146484
	Iteration 4Q: 3 clusters Score -1596717 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1597064.250000 Penalty: 3130.146484
	Iteration 5Q: 3 clusters Score -1597064 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1597418.750000 Penalty: 3130.146484
	Iteration 6Q: 3 clusters Score -1597419 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1597827.375000 Penalty: 3130.146484
	Iteration 7Q: 3 clusters Score -1597827 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1598328.375000 Penalty: 3130.146484
	Iteration 8Q: 3 clusters Score -1598328 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1598839.000000 Penalty: 3130.146484
	Iteration 9F: 3 clusters Score -1598839 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1599335.750000 Penalty: 3130.146484
	Iteration 10Q: 3 clusters Score -1599336 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1599780.750000 Penalty: 3130.146484
	Iteration 11Q: 3 clusters Score -1599781 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1600130.875000 Penalty: 3130.146484
	Iteration 12Q: 3 clusters Score -1600131 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1600351.250000 Penalty: 3130.146484
	Iteration 13Q: 3 clusters Score -1600351 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1600516.625000 Penalty: 3130.146484
	Iteration 14Q: 3 clusters Score -1600517 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1600633.125000 Penalty: 3130.146484
	Iteration 15Q: 3 clusters Score -1600633 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1600730.250000 Penalty: 3130.146484
	Iteration 16Q: 3 clusters Score -1600730 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1600816.875000 Penalty: 3130.146484
	Iteration 17Q: 3 clusters Score -1600817 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1600909.125000 Penalty: 3130.146484
	Iteration 18Q: 3 clusters Score -1600909 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1600984.625000 Penalty: 3130.146484
	Iteration 19Q: 3 clusters Score -1600985 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1601057.125000 Penalty: 3130.146484
	Iteration 20F: 3 clusters Score -1601057 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1601132.375000 Penalty: 3130.146484
	Iteration 21Q: 3 clusters Score -1601132 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1601200.375000 Penalty: 3130.146484
	Iteration 22Q: 3 clusters Score -1601200 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1601263.500000 Penalty: 3130.146484
	Iteration 23Q: 3 clusters Score -1601264 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1601307.875000 Penalty: 3130.146484
	Iteration 24Q: 3 clusters Score -1601308 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1601346.375000 Penalty: 3130.146484
	Iteration 25Q: 3 clusters Score -1601346 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1601380.750000 Penalty: 3130.146484
	Iteration 26Q: 3 clusters Score -1601381 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1601406.625000 Penalty: 3130.146484
	Iteration 27Q: 3 clusters Score -1601407 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1601440.375000 Penalty: 3130.146484
	Iteration 28Q: 3 clusters Score -1601440 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1601463.250000 Penalty: 3130.146484
	Iteration 29Q: 3 clusters Score -1601463 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1601478.500000 Penalty: 3130.146484
	Iteration 30Q: 3 clusters Score -1601478 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1601497.625000 Penalty: 3130.146484
	Iteration 31Q: 3 clusters Score -1601498 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1601502.375000 Penalty: 3130.146484
	Iteration 32Q: 3 clusters Score -1601502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1601507.375000 Penalty: 3130.146484
	Iteration 33Q: 3 clusters Score -1601507 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1601512.875000 Penalty: 3130.146484
	Iteration 34Q: 3 clusters Score -1601513 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1601518.625000 Penalty: 3130.146484
	Iteration 35Q: 3 clusters Score -1601519 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1601524.500000 Penalty: 3130.146484
	Iteration 36Q: 3 clusters Score -1601524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1601526.875000 Penalty: 3130.146484
	Iteration 37Q: 3 clusters Score -1601527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1601532.750000 Penalty: 3130.146484
	Iteration 38Q: 3 clusters Score -1601533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1601538.875000 Penalty: 3130.146484
	Iteration 39Q: 3 clusters Score -1601539 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1601539.625000 Penalty: 3130.146484
	Iteration 40F: 3 clusters Score -1601540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1601542.875000 Penalty: 3130.146484
	Iteration 41Q: 3 clusters Score -1601543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1601545.750000 Penalty: 3130.146484
	Iteration 42Q: 3 clusters Score -1601546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1601548.875000 Penalty: 3130.146484
	Iteration 43Q: 3 clusters Score -1601549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1601548.250000 Penalty: 3130.146484
	Iteration 44Q: 3 clusters Score -1601548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1601551.125000 Penalty: 3130.146484
	Iteration 45Q: 3 clusters Score -1601551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1601552.750000 Penalty: 3130.146484
	Iteration 46Q: 3 clusters Score -1601553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1601552.500000 Penalty: 3130.146484
	Iteration 47Q: 3 clusters Score -1601552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1601549.000000 Penalty: 3130.146484
	Iteration 48Q: 3 clusters Score -1601549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1601550.625000 Penalty: 3130.146484
	Iteration 49Q: 3 clusters Score -1601551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1601546.625000 Penalty: 3130.146484
	Iteration 50Q: 3 clusters Score -1601547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1601552.500000 Penalty: 3130.146484
	Iteration 51Q: 3 clusters Score -1601552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1601554.625000 Penalty: 3130.146484
	Iteration 52Q: 3 clusters Score -1601555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1601553.625000 Penalty: 3130.146484
	Iteration 53Q: 3 clusters Score -1601554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1601557.625000 Penalty: 3130.146484
	Iteration 54Q: 3 clusters Score -1601558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1601559.875000 Penalty: 3130.146484
	Iteration 55Q: 3 clusters Score -1601560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1601560.500000 Penalty: 3130.146484
	Iteration 56Q: 3 clusters Score -1601560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1601558.750000 Penalty: 3130.146484
	Iteration 57Q: 3 clusters Score -1601559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1601562.375000 Penalty: 3130.146484
	Iteration 58Q: 3 clusters Score -1601562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1601564.500000 Penalty: 3130.146484
	Iteration 59Q: 3 clusters Score -1601564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1601562.625000 Penalty: 3130.146484
	Iteration 60F: 3 clusters Score -1601563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1601564.000000 Penalty: 3130.146484
	Iteration 61Q: 3 clusters Score -1601564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1601562.875000 Penalty: 3130.146484
	Iteration 62Q: 3 clusters Score -1601563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1601565.750000 Penalty: 3130.146484
	Iteration 63Q: 3 clusters Score -1601566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1601567.375000 Penalty: 3130.146484
	Iteration 64Q: 3 clusters Score -1601567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1601566.125000 Penalty: 3130.146484
	Iteration 65Q: 3 clusters Score -1601566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1601565.750000 Penalty: 3130.146484
	Iteration 66Q: 3 clusters Score -1601566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1601566.000000 Penalty: 3130.146484
	Iteration 67Q: 3 clusters Score -1601566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1601568.625000 Penalty: 3130.146484
	Iteration 68Q: 3 clusters Score -1601569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1601570.500000 Penalty: 3130.146484
	Iteration 69Q: 3 clusters Score -1601570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1601572.375000 Penalty: 3130.146484
	Iteration 70Q: 3 clusters Score -1601572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1601570.500000 Penalty: 3130.146484
	Iteration 71Q: 3 clusters Score -1601570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1601572.625000 Penalty: 3130.146484
	Iteration 72Q: 3 clusters Score -1601573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1601575.375000 Penalty: 3130.146484
	Iteration 73Q: 3 clusters Score -1601575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1601576.500000 Penalty: 3130.146484
	Iteration 74Q: 3 clusters Score -1601576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1601577.500000 Penalty: 3130.146484
	Iteration 75Q: 3 clusters Score -1601578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1601580.500000 Penalty: 3130.146484
	Iteration 76Q: 3 clusters Score -1601580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1601580.875000 Penalty: 3130.146484
	Iteration 77Q: 3 clusters Score -1601581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1601578.625000 Penalty: 3130.146484
	Iteration 78Q: 3 clusters Score -1601579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1601578.000000 Penalty: 3130.146484
	Iteration 79Q: 3 clusters Score -1601578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1601578.625000 Penalty: 3130.146484
	Iteration 80F: 3 clusters Score -1601579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1601580.625000 Penalty: 3130.146484
	Iteration 81Q: 3 clusters Score -1601581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1601581.625000 Penalty: 3130.146484
	Iteration 82Q: 3 clusters Score -1601582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1601582.125000 Penalty: 3130.146484
	Iteration 83Q: 3 clusters Score -1601582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1601580.750000 Penalty: 3130.146484
	Iteration 84Q: 3 clusters Score -1601581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1601581.500000 Penalty: 3130.146484
	Iteration 85Q: 3 clusters Score -1601582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1601581.500000 Penalty: 3130.146484
	Iteration 86F: 3 clusters Score -1601582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Entering Unmasked Estep 
Score: -3012291.000000 Penalty: 1666.264160
	Iteration 0F: 2 clusters Score -3012291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2993180.500000 Penalty: 3332.528320
	Iteration 0F: 3 clusters Score -2993180 nChanged 13001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -3000113.250000 Penalty: 3332.528320
	Iteration 1F: 3 clusters Score -3000113 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -3000516.750000 Penalty: 3332.528320
	Iteration 2Q: 3 clusters Score -3000517 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -3000925.750000 Penalty: 3332.528320
	Iteration 3Q: 3 clusters Score -3000926 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -3001406.750000 Penalty: 3332.528320
	Iteration 4Q: 3 clusters Score -3001407 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -3002066.750000 Penalty: 3332.528320
	Iteration 5F: 3 clusters Score -3002067 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -3003023.500000 Penalty: 3332.528320
	Iteration 6F: 3 clusters Score -3003024 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -3004352.750000 Penalty: 3332.528320
	Iteration 7F: 3 clusters Score -3004353 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -3006030.750000 Penalty: 3332.528320
	Iteration 8F: 3 clusters Score -3006031 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3007669.750000 Penalty: 3332.528320
	Iteration 9F: 3 clusters Score -3007670 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3009028.000000 Penalty: 3332.528320
	Iteration 10F: 3 clusters Score -3009028 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3009957.000000 Penalty: 3332.528320
	Iteration 11Q: 3 clusters Score -3009957 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3010464.750000 Penalty: 3332.528320
	Iteration 12Q: 3 clusters Score -3010465 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3010726.750000 Penalty: 3332.528320
	Iteration 13Q: 3 clusters Score -3010727 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3010884.250000 Penalty: 3332.528320
	Iteration 14Q: 3 clusters Score -3010884 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3010961.000000 Penalty: 3332.528320
	Iteration 15Q: 3 clusters Score -3010961 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3011007.750000 Penalty: 3332.528320
	Iteration 16Q: 3 clusters Score -3011008 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3011063.750000 Penalty: 3332.528320
	Iteration 17Q: 3 clusters Score -3011064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3011091.500000 Penalty: 3332.528320
	Iteration 18Q: 3 clusters Score -3011092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3011105.250000 Penalty: 3332.528320
	Iteration 19Q: 3 clusters Score -3011105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3011117.750000 Penalty: 3332.528320
	Iteration 20F: 3 clusters Score -3011118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3011128.750000 Penalty: 3332.528320
	Iteration 21Q: 3 clusters Score -3011129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3011143.000000 Penalty: 3332.528320
	Iteration 22Q: 3 clusters Score -3011143 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3011163.750000 Penalty: 3332.528320
	Iteration 23Q: 3 clusters Score -3011164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3011200.750000 Penalty: 3332.528320
	Iteration 24Q: 3 clusters Score -3011201 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3011232.250000 Penalty: 3332.528320
	Iteration 25Q: 3 clusters Score -3011232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3011256.250000 Penalty: 3332.528320
	Iteration 26Q: 3 clusters Score -3011256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3011272.000000 Penalty: 3332.528320
	Iteration 27Q: 3 clusters Score -3011272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3011296.250000 Penalty: 3332.528320
	Iteration 28Q: 3 clusters Score -3011296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3011312.500000 Penalty: 3332.528320
	Iteration 29Q: 3 clusters Score -3011312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3011324.250000 Penalty: 3332.528320
	Iteration 30Q: 3 clusters Score -3011324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3011336.250000 Penalty: 3332.528320
	Iteration 31Q: 3 clusters Score -3011336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3011343.250000 Penalty: 3332.528320
	Iteration 32Q: 3 clusters Score -3011343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3011346.250000 Penalty: 3332.528320
	Iteration 33Q: 3 clusters Score -3011346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3011350.750000 Penalty: 3332.528320
	Iteration 34Q: 3 clusters Score -3011351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3011352.250000 Penalty: 3332.528320
	Iteration 35Q: 3 clusters Score -3011352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3011353.250000 Penalty: 3332.528320
	Iteration 36Q: 3 clusters Score -3011353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3011351.500000 Penalty: 3332.528320
	Iteration 37Q: 3 clusters Score -3011352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3011351.500000 Penalty: 3332.528320
	Iteration 38Q: 3 clusters Score -3011352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3011354.000000 Penalty: 3332.528320
	Iteration 39Q: 3 clusters Score -3011354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3011350.500000 Penalty: 3332.528320
	Iteration 40F: 3 clusters Score -3011350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3011353.500000 Penalty: 3332.528320
	Iteration 41Q: 3 clusters Score -3011354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3011357.500000 Penalty: 3332.528320
	Iteration 42Q: 3 clusters Score -3011358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3011359.000000 Penalty: 3332.528320
	Iteration 43Q: 3 clusters Score -3011359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3011363.750000 Penalty: 3332.528320
	Iteration 44Q: 3 clusters Score -3011364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3011367.500000 Penalty: 3332.528320
	Iteration 45Q: 3 clusters Score -3011368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3011371.750000 Penalty: 3332.528320
	Iteration 46Q: 3 clusters Score -3011372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3011379.500000 Penalty: 3332.528320
	Iteration 47Q: 3 clusters Score -3011380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3011377.500000 Penalty: 3332.528320
	Iteration 48Q: 3 clusters Score -3011378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3011377.500000 Penalty: 3332.528320
	Iteration 49Q: 3 clusters Score -3011378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3011378.000000 Penalty: 3332.528320
	Iteration 50Q: 3 clusters Score -3011378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3011379.000000 Penalty: 3332.528320
	Iteration 51Q: 3 clusters Score -3011379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3011378.250000 Penalty: 3332.528320
	Iteration 52Q: 3 clusters Score -3011378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3011382.000000 Penalty: 3332.528320
	Iteration 53Q: 3 clusters Score -3011382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3011382.250000 Penalty: 3332.528320
	Iteration 54Q: 3 clusters Score -3011382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3011383.250000 Penalty: 3332.528320
	Iteration 55Q: 3 clusters Score -3011383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3011384.750000 Penalty: 3332.528320
	Iteration 56Q: 3 clusters Score -3011385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3011385.250000 Penalty: 3332.528320
	Iteration 57Q: 3 clusters Score -3011385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3011389.000000 Penalty: 3332.528320
	Iteration 58Q: 3 clusters Score -3011389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3011386.750000 Penalty: 3332.528320
	Iteration 59Q: 3 clusters Score -3011387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3011385.000000 Penalty: 3332.528320
	Iteration 60F: 3 clusters Score -3011385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Entering Unmasked Estep 
Score: -1792554.375000 Penalty: 1581.419067
	Iteration 0F: 2 clusters Score -1792554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1780962.875000 Penalty: 3162.838135
	Iteration 0F: 3 clusters Score -1780963 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1785005.875000 Penalty: 3162.838135
	Iteration 1F: 3 clusters Score -1785006 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1785288.625000 Penalty: 3162.838135
	Iteration 2Q: 3 clusters Score -1785289 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1785558.250000 Penalty: 3162.838135
	Iteration 3Q: 3 clusters Score -1785558 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1785773.875000 Penalty: 3162.838135
	Iteration 4Q: 3 clusters Score -1785774 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1785978.000000 Penalty: 3162.838135
	Iteration 5Q: 3 clusters Score -1785978 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1786189.000000 Penalty: 3162.838135
	Iteration 6Q: 3 clusters Score -1786189 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1786409.500000 Penalty: 3162.838135
	Iteration 7Q: 3 clusters Score -1786410 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1786640.875000 Penalty: 3162.838135
	Iteration 8Q: 3 clusters Score -1786641 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1786918.125000 Penalty: 3162.838135
	Iteration 9Q: 3 clusters Score -1786918 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1787221.250000 Penalty: 3162.838135
	Iteration 10Q: 3 clusters Score -1787221 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1787659.250000 Penalty: 3162.838135
	Iteration 11Q: 3 clusters Score -1787659 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1788194.125000 Penalty: 3162.838135
	Iteration 12Q: 3 clusters Score -1788194 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1788679.250000 Penalty: 3162.838135
	Iteration 13Q: 3 clusters Score -1788679 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1789000.125000 Penalty: 3162.838135
	Iteration 14Q: 3 clusters Score -1789000 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1789226.750000 Penalty: 3162.838135
	Iteration 15Q: 3 clusters Score -1789227 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1789366.875000 Penalty: 3162.838135
	Iteration 16Q: 3 clusters Score -1789367 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1789468.375000 Penalty: 3162.838135
	Iteration 17Q: 3 clusters Score -1789468 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1789556.000000 Penalty: 3162.838135
	Iteration 18Q: 3 clusters Score -1789556 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1789627.125000 Penalty: 3162.838135
	Iteration 19Q: 3 clusters Score -1789627 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1789699.875000 Penalty: 3162.838135
	Iteration 20F: 3 clusters Score -1789700 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1789767.375000 Penalty: 3162.838135
	Iteration 21Q: 3 clusters Score -1789767 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1789851.375000 Penalty: 3162.838135
	Iteration 22Q: 3 clusters Score -1789851 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1789933.875000 Penalty: 3162.838135
	Iteration 23Q: 3 clusters Score -1789934 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1790034.250000 Penalty: 3162.838135
	Iteration 24Q: 3 clusters Score -1790034 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1790144.500000 Penalty: 3162.838135
	Iteration 25Q: 3 clusters Score -1790144 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1790255.250000 Penalty: 3162.838135
	Iteration 26Q: 3 clusters Score -1790255 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1790376.875000 Penalty: 3162.838135
	Iteration 27Q: 3 clusters Score -1790377 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1790492.125000 Penalty: 3162.838135
	Iteration 28Q: 3 clusters Score -1790492 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1790605.500000 Penalty: 3162.838135
	Iteration 29Q: 3 clusters Score -1790606 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1790697.125000 Penalty: 3162.838135
	Iteration 30Q: 3 clusters Score -1790697 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1790774.750000 Penalty: 3162.838135
	Iteration 31Q: 3 clusters Score -1790775 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1790835.125000 Penalty: 3162.838135
	Iteration 32Q: 3 clusters Score -1790835 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1790886.750000 Penalty: 3162.838135
	Iteration 33Q: 3 clusters Score -1790887 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1790939.875000 Penalty: 3162.838135
	Iteration 34Q: 3 clusters Score -1790940 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -1790983.500000 Penalty: 3162.838135
	Iteration 35Q: 3 clusters Score -1790984 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1791021.250000 Penalty: 3162.838135
	Iteration 36Q: 3 clusters Score -1791021 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -1791048.125000 Penalty: 3162.838135
	Iteration 37Q: 3 clusters Score -1791048 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1791077.875000 Penalty: 3162.838135
	Iteration 38Q: 3 clusters Score -1791078 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1791095.000000 Penalty: 3162.838135
	Iteration 39Q: 3 clusters Score -1791095 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1791114.125000 Penalty: 3162.838135
	Iteration 40F: 3 clusters Score -1791114 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1791127.750000 Penalty: 3162.838135
	Iteration 41Q: 3 clusters Score -1791128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1791142.250000 Penalty: 3162.838135
	Iteration 42Q: 3 clusters Score -1791142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -1791155.375000 Penalty: 3162.838135
	Iteration 43Q: 3 clusters Score -1791155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -1791158.500000 Penalty: 3162.838135
	Iteration 44Q: 3 clusters Score -1791158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -1791172.125000 Penalty: 3162.838135
	Iteration 45Q: 3 clusters Score -1791172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -1791177.750000 Penalty: 3162.838135
	Iteration 46Q: 3 clusters Score -1791178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1791188.125000 Penalty: 3162.838135
	Iteration 47Q: 3 clusters Score -1791188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1791190.250000 Penalty: 3162.838135
	Iteration 48Q: 3 clusters Score -1791190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -1791205.375000 Penalty: 3162.838135
	Iteration 49Q: 3 clusters Score -1791205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1791210.000000 Penalty: 3162.838135
	Iteration 50Q: 3 clusters Score -1791210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -1791216.500000 Penalty: 3162.838135
	Iteration 51Q: 3 clusters Score -1791216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -1791226.500000 Penalty: 3162.838135
	Iteration 52Q: 3 clusters Score -1791226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -1791232.375000 Penalty: 3162.838135
	Iteration 53Q: 3 clusters Score -1791232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -1791238.500000 Penalty: 3162.838135
	Iteration 54Q: 3 clusters Score -1791238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1791240.375000 Penalty: 3162.838135
	Iteration 55Q: 3 clusters Score -1791240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1791246.000000 Penalty: 3162.838135
	Iteration 56Q: 3 clusters Score -1791246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1791248.000000 Penalty: 3162.838135
	Iteration 57Q: 3 clusters Score -1791248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -1791253.875000 Penalty: 3162.838135
	Iteration 58Q: 3 clusters Score -1791254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -1791250.500000 Penalty: 3162.838135
	Iteration 59Q: 3 clusters Score -1791250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -1791250.125000 Penalty: 3162.838135
	Iteration 60F: 3 clusters Score -1791250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1791255.500000 Penalty: 3162.838135
	Iteration 61Q: 3 clusters Score -1791256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -1791261.875000 Penalty: 3162.838135
	Iteration 62Q: 3 clusters Score -1791262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -1791262.125000 Penalty: 3162.838135
	Iteration 63Q: 3 clusters Score -1791262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1791268.000000 Penalty: 3162.838135
	Iteration 64Q: 3 clusters Score -1791268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -1791273.625000 Penalty: 3162.838135
	Iteration 65Q: 3 clusters Score -1791274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -1791276.000000 Penalty: 3162.838135
	Iteration 66Q: 3 clusters Score -1791276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1791278.750000 Penalty: 3162.838135
	Iteration 67Q: 3 clusters Score -1791279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1791282.375000 Penalty: 3162.838135
	Iteration 68Q: 3 clusters Score -1791282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -1791282.375000 Penalty: 3162.838135
	Iteration 69Q: 3 clusters Score -1791282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -1791286.000000 Penalty: 3162.838135
	Iteration 70Q: 3 clusters Score -1791286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -1791284.125000 Penalty: 3162.838135
	Iteration 71Q: 3 clusters Score -1791284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -1791288.375000 Penalty: 3162.838135
	Iteration 72Q: 3 clusters Score -1791288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -1791293.875000 Penalty: 3162.838135
	Iteration 73Q: 3 clusters Score -1791294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -1791293.875000 Penalty: 3162.838135
	Iteration 74Q: 3 clusters Score -1791294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -1791295.125000 Penalty: 3162.838135
	Iteration 75Q: 3 clusters Score -1791295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -1791297.875000 Penalty: 3162.838135
	Iteration 76Q: 3 clusters Score -1791298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -1791299.750000 Penalty: 3162.838135
	Iteration 77Q: 3 clusters Score -1791300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -1791300.625000 Penalty: 3162.838135
	Iteration 78Q: 3 clusters Score -1791301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -1791300.375000 Penalty: 3162.838135
	Iteration 79Q: 3 clusters Score -1791300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -1791303.500000 Penalty: 3162.838135
	Iteration 80F: 3 clusters Score -1791304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -1791305.250000 Penalty: 3162.838135
	Iteration 81Q: 3 clusters Score -1791305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -1791308.000000 Penalty: 3162.838135
	Iteration 82Q: 3 clusters Score -1791308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1791305.250000 Penalty: 3162.838135
	Iteration 83Q: 3 clusters Score -1791305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -1791307.375000 Penalty: 3162.838135
	Iteration 84Q: 3 clusters Score -1791307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -1791309.500000 Penalty: 3162.838135
	Iteration 85Q: 3 clusters Score -1791310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -1791311.625000 Penalty: 3162.838135
	Iteration 86Q: 3 clusters Score -1791312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -1791311.875000 Penalty: 3162.838135
	Iteration 87Q: 3 clusters Score -1791312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1791310.125000 Penalty: 3162.838135
	Iteration 88Q: 3 clusters Score -1791310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -1791313.625000 Penalty: 3162.838135
	Iteration 89Q: 3 clusters Score -1791314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -1791313.250000 Penalty: 3162.838135
	Iteration 90Q: 3 clusters Score -1791313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -1791311.125000 Penalty: 3162.838135
	Iteration 91Q: 3 clusters Score -1791311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1791309.625000 Penalty: 3162.838135
	Iteration 92Q: 3 clusters Score -1791310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -1791311.625000 Penalty: 3162.838135
	Iteration 93Q: 3 clusters Score -1791312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -1791313.750000 Penalty: 3162.838135
	Iteration 94Q: 3 clusters Score -1791314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1791312.500000 Penalty: 3162.838135
	Iteration 95Q: 3 clusters Score -1791312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1791313.125000 Penalty: 3162.838135
	Iteration 96Q: 3 clusters Score -1791313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -1791317.125000 Penalty: 3162.838135
	Iteration 97Q: 3 clusters Score -1791317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -1791317.000000 Penalty: 3162.838135
	Iteration 98Q: 3 clusters Score -1791317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -1791321.250000 Penalty: 3162.838135
	Iteration 99Q: 3 clusters Score -1791321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -1791322.500000 Penalty: 3162.838135
	Iteration 100F: 3 clusters Score -1791322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (130556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130556 members 
Entering Unmasked Estep 
Score: -14000192.000000 Penalty: 1914.178101
	Iteration 0F: 2 clusters Score -1.400019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65489 members 
Mstep: Class 2 contains 65067 members 
Entering Unmasked Estep 
Score: -13912993.000000 Penalty: 3828.356201
	Iteration 0F: 3 clusters Score -1.391299e+07 nChanged 62612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69573 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
Score: -13949743.000000 Penalty: 3828.356201
	Iteration 1F: 3 clusters Score -1.394974e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72167 members 
Mstep: Class 2 contains 58389 members 
Entering Unmasked Estep 
Score: -13951119.000000 Penalty: 3828.356201
	Iteration 2Q: 3 clusters Score -1.395112e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76097 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -13953286.000000 Penalty: 3828.356201
	Iteration 3Q: 3 clusters Score -1.395329e+07 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82122 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -13957301.000000 Penalty: 3828.356201
	Iteration 4F: 3 clusters Score -1.39573e+07 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90447 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -13963722.000000 Penalty: 3828.356201
	Iteration 5F: 3 clusters Score -1.396372e+07 nChanged 11397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100960 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -13973040.000000 Penalty: 3828.356201
	Iteration 6F: 3 clusters Score -1.397304e+07 nChanged 10938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111488 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -13982872.000000 Penalty: 3828.356201
	Iteration 7F: 3 clusters Score -1.398287e+07 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119498 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -13990272.000000 Penalty: 3828.356201
	Iteration 8F: 3 clusters Score -1.399027e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124434 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -13994659.000000 Penalty: 3828.356201
	Iteration 9Q: 3 clusters Score -1.399466e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126962 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -13997328.000000 Penalty: 3828.356201
	Iteration 10Q: 3 clusters Score -1.399733e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127841 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -13998568.000000 Penalty: 3828.356201
	Iteration 11Q: 3 clusters Score -1.399857e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128090 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -13998891.000000 Penalty: 3828.356201
	Iteration 12Q: 3 clusters Score -1.399889e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128241 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -13999040.000000 Penalty: 3828.356201
	Iteration 13Q: 3 clusters Score -1.399904e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128380 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -13999098.000000 Penalty: 3828.356201
	Iteration 14Q: 3 clusters Score -1.39991e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128469 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -13999137.000000 Penalty: 3828.356201
	Iteration 15Q: 3 clusters Score -1.399914e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128536 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -13999149.000000 Penalty: 3828.356201
	Iteration 16Q: 3 clusters Score -1.399915e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128589 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -13999164.000000 Penalty: 3828.356201
	Iteration 17Q: 3 clusters Score -1.399916e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128640 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -13999150.000000 Penalty: 3828.356201
	Iteration 18Q: 3 clusters Score -1.399915e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128689 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -13999150.000000 Penalty: 3828.356201
	Iteration 19Q: 3 clusters Score -1.399915e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128721 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -13999151.000000 Penalty: 3828.356201
	Iteration 20F: 3 clusters Score -1.399915e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128745 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -13999151.000000 Penalty: 3828.356201
	Iteration 21Q: 3 clusters Score -1.399915e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128771 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -13999145.000000 Penalty: 3828.356201
	Iteration 22Q: 3 clusters Score -1.399914e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128795 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -13999152.000000 Penalty: 3828.356201
	Iteration 23Q: 3 clusters Score -1.399915e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128812 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -13999146.000000 Penalty: 3828.356201
	Iteration 24Q: 3 clusters Score -1.399915e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128825 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -13999128.000000 Penalty: 3828.356201
	Iteration 25Q: 3 clusters Score -1.399913e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128836 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -13999136.000000 Penalty: 3828.356201
	Iteration 26Q: 3 clusters Score -1.399914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128842 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -13999155.000000 Penalty: 3828.356201
	Iteration 27Q: 3 clusters Score -1.399916e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128848 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -13999161.000000 Penalty: 3828.356201
	Iteration 28Q: 3 clusters Score -1.399916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128849 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -13999164.000000 Penalty: 3828.356201
	Iteration 29Q: 3 clusters Score -1.399916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128850 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -13999161.000000 Penalty: 3828.356201
	Iteration 30Q: 3 clusters Score -1.399916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128850 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -13999161.000000 Penalty: 3828.356201
	Iteration 31F: 3 clusters Score -1.399916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Entering Unmasked Estep 
Score: -2627990.750000 Penalty: 1654.394897
	Iteration 0F: 2 clusters Score -2627991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2610326.000000 Penalty: 3308.789795
	Iteration 0F: 3 clusters Score -2610326 nChanged 11989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2617417.000000 Penalty: 3308.789795
	Iteration 1F: 3 clusters Score -2617417 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2618307.500000 Penalty: 3308.789795
	Iteration 2F: 3 clusters Score -2618308 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2619236.000000 Penalty: 3308.789795
	Iteration 3F: 3 clusters Score -2619236 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2620085.000000 Penalty: 3308.789795
	Iteration 4F: 3 clusters Score -2620085 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -2620866.500000 Penalty: 3308.789795
	Iteration 5F: 3 clusters Score -2620866 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2621480.250000 Penalty: 3308.789795
	Iteration 6F: 3 clusters Score -2621480 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2621949.250000 Penalty: 3308.789795
	Iteration 7Q: 3 clusters Score -2621949 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2622309.500000 Penalty: 3308.789795
	Iteration 8Q: 3 clusters Score -2622310 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -2622657.250000 Penalty: 3308.789795
	Iteration 9Q: 3 clusters Score -2622657 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2623004.000000 Penalty: 3308.789795
	Iteration 10Q: 3 clusters Score -2623004 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2623336.250000 Penalty: 3308.789795
	Iteration 11Q: 3 clusters Score -2623336 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2623676.750000 Penalty: 3308.789795
	Iteration 12Q: 3 clusters Score -2623677 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2624009.750000 Penalty: 3308.789795
	Iteration 13Q: 3 clusters Score -2624010 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2624321.750000 Penalty: 3308.789795
	Iteration 14Q: 3 clusters Score -2624322 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2624629.500000 Penalty: 3308.789795
	Iteration 15Q: 3 clusters Score -2624630 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2624922.000000 Penalty: 3308.789795
	Iteration 16Q: 3 clusters Score -2624922 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2625153.750000 Penalty: 3308.789795
	Iteration 17Q: 3 clusters Score -2625154 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2625352.250000 Penalty: 3308.789795
	Iteration 18Q: 3 clusters Score -2625352 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2625511.750000 Penalty: 3308.789795
	Iteration 19Q: 3 clusters Score -2625512 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -2625672.000000 Penalty: 3308.789795
	Iteration 20F: 3 clusters Score -2625672 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -2625826.750000 Penalty: 3308.789795
	Iteration 21Q: 3 clusters Score -2625827 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2625986.000000 Penalty: 3308.789795
	Iteration 22Q: 3 clusters Score -2625986 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -2626105.750000 Penalty: 3308.789795
	Iteration 23Q: 3 clusters Score -2626106 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -2626190.250000 Penalty: 3308.789795
	Iteration 24Q: 3 clusters Score -2626190 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -2626290.000000 Penalty: 3308.789795
	Iteration 25Q: 3 clusters Score -2626290 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -2626364.750000 Penalty: 3308.789795
	Iteration 26Q: 3 clusters Score -2626365 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -2626467.250000 Penalty: 3308.789795
	Iteration 27Q: 3 clusters Score -2626467 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -2626561.750000 Penalty: 3308.789795
	Iteration 28Q: 3 clusters Score -2626562 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -2626650.000000 Penalty: 3308.789795
	Iteration 29Q: 3 clusters Score -2626650 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -2626723.000000 Penalty: 3308.789795
	Iteration 30Q: 3 clusters Score -2626723 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -2626791.750000 Penalty: 3308.789795
	Iteration 31Q: 3 clusters Score -2626792 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -2626831.000000 Penalty: 3308.789795
	Iteration 32Q: 3 clusters Score -2626831 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -2626878.750000 Penalty: 3308.789795
	Iteration 33Q: 3 clusters Score -2626879 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -2626919.500000 Penalty: 3308.789795
	Iteration 34Q: 3 clusters Score -2626920 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -2626954.000000 Penalty: 3308.789795
	Iteration 35Q: 3 clusters Score -2626954 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -2627000.250000 Penalty: 3308.789795
	Iteration 36Q: 3 clusters Score -2627000 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -2627028.750000 Penalty: 3308.789795
	Iteration 37Q: 3 clusters Score -2627029 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -2627042.750000 Penalty: 3308.789795
	Iteration 38Q: 3 clusters Score -2627043 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -2627071.500000 Penalty: 3308.789795
	Iteration 39Q: 3 clusters Score -2627072 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -2627087.750000 Penalty: 3308.789795
	Iteration 40F: 3 clusters Score -2627088 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -2627102.750000 Penalty: 3308.789795
	Iteration 41Q: 3 clusters Score -2627103 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -2627122.000000 Penalty: 3308.789795
	Iteration 42Q: 3 clusters Score -2627122 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -2627133.000000 Penalty: 3308.789795
	Iteration 43Q: 3 clusters Score -2627133 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -2627141.750000 Penalty: 3308.789795
	Iteration 44Q: 3 clusters Score -2627142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -2627149.250000 Penalty: 3308.789795
	Iteration 45Q: 3 clusters Score -2627149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -2627160.000000 Penalty: 3308.789795
	Iteration 46Q: 3 clusters Score -2627160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -2627161.750000 Penalty: 3308.789795
	Iteration 47Q: 3 clusters Score -2627162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -2627165.250000 Penalty: 3308.789795
	Iteration 48Q: 3 clusters Score -2627165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -2627167.250000 Penalty: 3308.789795
	Iteration 49Q: 3 clusters Score -2627167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -2627175.000000 Penalty: 3308.789795
	Iteration 50Q: 3 clusters Score -2627175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -2627171.500000 Penalty: 3308.789795
	Iteration 51Q: 3 clusters Score -2627172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -2627176.500000 Penalty: 3308.789795
	Iteration 52Q: 3 clusters Score -2627176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -2627175.750000 Penalty: 3308.789795
	Iteration 53Q: 3 clusters Score -2627176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -2627181.250000 Penalty: 3308.789795
	Iteration 54Q: 3 clusters Score -2627181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -2627186.000000 Penalty: 3308.789795
	Iteration 55Q: 3 clusters Score -2627186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -2627200.750000 Penalty: 3308.789795
	Iteration 56Q: 3 clusters Score -2627201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -2627202.750000 Penalty: 3308.789795
	Iteration 57Q: 3 clusters Score -2627203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -2627204.250000 Penalty: 3308.789795
	Iteration 58Q: 3 clusters Score -2627204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -2627202.750000 Penalty: 3308.789795
	Iteration 59Q: 3 clusters Score -2627203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -2627207.250000 Penalty: 3308.789795
	Iteration 60F: 3 clusters Score -2627207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -2627210.000000 Penalty: 3308.789795
	Iteration 61Q: 3 clusters Score -2627210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -2627217.250000 Penalty: 3308.789795
	Iteration 62Q: 3 clusters Score -2627217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -2627218.250000 Penalty: 3308.789795
	Iteration 63Q: 3 clusters Score -2627218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -2627224.250000 Penalty: 3308.789795
	Iteration 64Q: 3 clusters Score -2627224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -2627227.250000 Penalty: 3308.789795
	Iteration 65Q: 3 clusters Score -2627227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -2627231.750000 Penalty: 3308.789795
	Iteration 66Q: 3 clusters Score -2627232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -2627244.000000 Penalty: 3308.789795
	Iteration 67Q: 3 clusters Score -2627244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -2627247.250000 Penalty: 3308.789795
	Iteration 68Q: 3 clusters Score -2627247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -2627254.750000 Penalty: 3308.789795
	Iteration 69Q: 3 clusters Score -2627255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -2627259.250000 Penalty: 3308.789795
	Iteration 70Q: 3 clusters Score -2627259 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -2627260.750000 Penalty: 3308.789795
	Iteration 71Q: 3 clusters Score -2627261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -2627273.250000 Penalty: 3308.789795
	Iteration 72Q: 3 clusters Score -2627273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -2627269.000000 Penalty: 3308.789795
	Iteration 73Q: 3 clusters Score -2627269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -2627271.750000 Penalty: 3308.789795
	Iteration 74Q: 3 clusters Score -2627272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -2627276.000000 Penalty: 3308.789795
	Iteration 75Q: 3 clusters Score -2627276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -2627279.750000 Penalty: 3308.789795
	Iteration 76Q: 3 clusters Score -2627280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -2627276.250000 Penalty: 3308.789795
	Iteration 77Q: 3 clusters Score -2627276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -2627275.000000 Penalty: 3308.789795
	Iteration 78Q: 3 clusters Score -2627275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -2627277.000000 Penalty: 3308.789795
	Iteration 79Q: 3 clusters Score -2627277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -2627280.500000 Penalty: 3308.789795
	Iteration 80F: 3 clusters Score -2627280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -2627289.000000 Penalty: 3308.789795
	Iteration 81Q: 3 clusters Score -2627289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -2627290.000000 Penalty: 3308.789795
	Iteration 82Q: 3 clusters Score -2627290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -2627293.750000 Penalty: 3308.789795
	Iteration 83Q: 3 clusters Score -2627294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -2627297.750000 Penalty: 3308.789795
	Iteration 84Q: 3 clusters Score -2627298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -2627297.250000 Penalty: 3308.789795
	Iteration 85Q: 3 clusters Score -2627297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -2627296.500000 Penalty: 3308.789795
	Iteration 86Q: 3 clusters Score -2627296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -2627296.750000 Penalty: 3308.789795
	Iteration 87Q: 3 clusters Score -2627297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -2627298.000000 Penalty: 3308.789795
	Iteration 88Q: 3 clusters Score -2627298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -2627298.750000 Penalty: 3308.789795
	Iteration 89Q: 3 clusters Score -2627299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -2627302.750000 Penalty: 3308.789795
	Iteration 90Q: 3 clusters Score -2627303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -2627302.000000 Penalty: 3308.789795
	Iteration 91Q: 3 clusters Score -2627302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -2627303.250000 Penalty: 3308.789795
	Iteration 92Q: 3 clusters Score -2627303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -2627309.000000 Penalty: 3308.789795
	Iteration 93Q: 3 clusters Score -2627309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -2627308.750000 Penalty: 3308.789795
	Iteration 94Q: 3 clusters Score -2627309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -2627307.750000 Penalty: 3308.789795
	Iteration 95Q: 3 clusters Score -2627308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -2627306.750000 Penalty: 3308.789795
	Iteration 96Q: 3 clusters Score -2627307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -2627309.500000 Penalty: 3308.789795
	Iteration 97Q: 3 clusters Score -2627310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -2627307.500000 Penalty: 3308.789795
	Iteration 98Q: 3 clusters Score -2627308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -2627306.750000 Penalty: 3308.789795
	Iteration 99Q: 3 clusters Score -2627307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -2627309.750000 Penalty: 3308.789795
	Iteration 100F: 3 clusters Score -2627310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -2627311.250000 Penalty: 3308.789795
	Iteration 101Q: 3 clusters Score -2627311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -2627311.250000 Penalty: 3308.789795
	Iteration 102F: 3 clusters Score -2627311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Entering Unmasked Estep 
Score: -1129759.125000 Penalty: 1508.296265
	Iteration 0F: 2 clusters Score -1129759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1122114.125000 Penalty: 3016.592529
	Iteration 0F: 3 clusters Score -1122114 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1124467.750000 Penalty: 3016.592529
	Iteration 1F: 3 clusters Score -1124468 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1124761.875000 Penalty: 3016.592529
	Iteration 2F: 3 clusters Score -1124762 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1125082.875000 Penalty: 3016.592529
	Iteration 3F: 3 clusters Score -1125083 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1125403.375000 Penalty: 3016.592529
	Iteration 4F: 3 clusters Score -1125403 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1125792.625000 Penalty: 3016.592529
	Iteration 5F: 3 clusters Score -1125793 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1126265.750000 Penalty: 3016.592529
	Iteration 6F: 3 clusters Score -1126266 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1126784.250000 Penalty: 3016.592529
	Iteration 7F: 3 clusters Score -1126784 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1127216.625000 Penalty: 3016.592529
	Iteration 8F: 3 clusters Score -1127217 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1127498.125000 Penalty: 3016.592529
	Iteration 9Q: 3 clusters Score -1127498 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1127689.875000 Penalty: 3016.592529
	Iteration 10Q: 3 clusters Score -1127690 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1127812.625000 Penalty: 3016.592529
	Iteration 11Q: 3 clusters Score -1127813 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1127888.875000 Penalty: 3016.592529
	Iteration 12Q: 3 clusters Score -1127889 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1127938.250000 Penalty: 3016.592529
	Iteration 13Q: 3 clusters Score -1127938 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1127978.125000 Penalty: 3016.592529
	Iteration 14Q: 3 clusters Score -1127978 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1128009.625000 Penalty: 3016.592529
	Iteration 15Q: 3 clusters Score -1128010 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1128029.625000 Penalty: 3016.592529
	Iteration 16Q: 3 clusters Score -1128030 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1128053.500000 Penalty: 3016.592529
	Iteration 17Q: 3 clusters Score -1128054 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1128075.750000 Penalty: 3016.592529
	Iteration 18Q: 3 clusters Score -1128076 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1128095.000000 Penalty: 3016.592529
	Iteration 19Q: 3 clusters Score -1128095 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1128111.500000 Penalty: 3016.592529
	Iteration 20F: 3 clusters Score -1128112 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1128123.500000 Penalty: 3016.592529
	Iteration 21Q: 3 clusters Score -1128124 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1128138.625000 Penalty: 3016.592529
	Iteration 22Q: 3 clusters Score -1128139 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1128152.250000 Penalty: 3016.592529
	Iteration 23Q: 3 clusters Score -1128152 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1128165.375000 Penalty: 3016.592529
	Iteration 24Q: 3 clusters Score -1128165 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1128180.875000 Penalty: 3016.592529
	Iteration 25Q: 3 clusters Score -1128181 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1128193.375000 Penalty: 3016.592529
	Iteration 26Q: 3 clusters Score -1128193 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1128204.500000 Penalty: 3016.592529
	Iteration 27Q: 3 clusters Score -1128204 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1128217.375000 Penalty: 3016.592529
	Iteration 28Q: 3 clusters Score -1128217 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1128227.625000 Penalty: 3016.592529
	Iteration 29Q: 3 clusters Score -1128228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1128237.125000 Penalty: 3016.592529
	Iteration 30Q: 3 clusters Score -1128237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1128242.375000 Penalty: 3016.592529
	Iteration 31Q: 3 clusters Score -1128242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1128253.125000 Penalty: 3016.592529
	Iteration 32Q: 3 clusters Score -1128253 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1128269.500000 Penalty: 3016.592529
	Iteration 33Q: 3 clusters Score -1128270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1128274.250000 Penalty: 3016.592529
	Iteration 34Q: 3 clusters Score -1128274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1128281.750000 Penalty: 3016.592529
	Iteration 35Q: 3 clusters Score -1128282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1128291.250000 Penalty: 3016.592529
	Iteration 36Q: 3 clusters Score -1128291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1128295.375000 Penalty: 3016.592529
	Iteration 37Q: 3 clusters Score -1128295 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1128303.250000 Penalty: 3016.592529
	Iteration 38Q: 3 clusters Score -1128303 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1128318.250000 Penalty: 3016.592529
	Iteration 39Q: 3 clusters Score -1128318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1128325.375000 Penalty: 3016.592529
	Iteration 40F: 3 clusters Score -1128325 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1128334.875000 Penalty: 3016.592529
	Iteration 41Q: 3 clusters Score -1128335 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1128349.500000 Penalty: 3016.592529
	Iteration 42Q: 3 clusters Score -1128350 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1128365.000000 Penalty: 3016.592529
	Iteration 43Q: 3 clusters Score -1128365 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1128385.500000 Penalty: 3016.592529
	Iteration 44Q: 3 clusters Score -1128386 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1128413.500000 Penalty: 3016.592529
	Iteration 45Q: 3 clusters Score -1128414 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1128449.500000 Penalty: 3016.592529
	Iteration 46Q: 3 clusters Score -1128450 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1128515.375000 Penalty: 3016.592529
	Iteration 47Q: 3 clusters Score -1128515 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1128624.125000 Penalty: 3016.592529
	Iteration 48Q: 3 clusters Score -1128624 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1128726.375000 Penalty: 3016.592529
	Iteration 49Q: 3 clusters Score -1128726 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1128779.000000 Penalty: 3016.592529
	Iteration 50Q: 3 clusters Score -1128779 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1128797.000000 Penalty: 3016.592529
	Iteration 51Q: 3 clusters Score -1128797 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1128813.625000 Penalty: 3016.592529
	Iteration 52Q: 3 clusters Score -1128814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1128826.625000 Penalty: 3016.592529
	Iteration 53Q: 3 clusters Score -1128827 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1128837.125000 Penalty: 3016.592529
	Iteration 54Q: 3 clusters Score -1128837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1128847.250000 Penalty: 3016.592529
	Iteration 55Q: 3 clusters Score -1128847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1128852.625000 Penalty: 3016.592529
	Iteration 56Q: 3 clusters Score -1128853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1128857.375000 Penalty: 3016.592529
	Iteration 57Q: 3 clusters Score -1128857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1128859.500000 Penalty: 3016.592529
	Iteration 58Q: 3 clusters Score -1128860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1128860.625000 Penalty: 3016.592529
	Iteration 59Q: 3 clusters Score -1128861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1128863.250000 Penalty: 3016.592529
	Iteration 60F: 3 clusters Score -1128863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1128862.125000 Penalty: 3016.592529
	Iteration 61Q: 3 clusters Score -1128862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1128862.125000 Penalty: 3016.592529
	Iteration 62F: 3 clusters Score -1128862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Entering Unmasked Estep 
Score: -2587422.250000 Penalty: 1641.283325
	Iteration 0F: 2 clusters Score -2587422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2570934.500000 Penalty: 3282.566650
	Iteration 0F: 3 clusters Score -2570934 nChanged 11208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2577223.750000 Penalty: 3282.566650
	Iteration 1F: 3 clusters Score -2577224 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2577612.250000 Penalty: 3282.566650
	Iteration 2Q: 3 clusters Score -2577612 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2577945.250000 Penalty: 3282.566650
	Iteration 3Q: 3 clusters Score -2577945 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2578282.000000 Penalty: 3282.566650
	Iteration 4Q: 3 clusters Score -2578282 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -2578630.500000 Penalty: 3282.566650
	Iteration 5Q: 3 clusters Score -2578630 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2579036.500000 Penalty: 3282.566650
	Iteration 6Q: 3 clusters Score -2579036 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2579554.500000 Penalty: 3282.566650
	Iteration 7Q: 3 clusters Score -2579554 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2580259.500000 Penalty: 3282.566650
	Iteration 8Q: 3 clusters Score -2580260 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2581045.500000 Penalty: 3282.566650
	Iteration 9Q: 3 clusters Score -2581046 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2581767.250000 Penalty: 3282.566650
	Iteration 10Q: 3 clusters Score -2581767 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2582257.000000 Penalty: 3282.566650
	Iteration 11Q: 3 clusters Score -2582257 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2582512.500000 Penalty: 3282.566650
	Iteration 12Q: 3 clusters Score -2582512 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2582686.500000 Penalty: 3282.566650
	Iteration 13Q: 3 clusters Score -2582686 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2582800.000000 Penalty: 3282.566650
	Iteration 14Q: 3 clusters Score -2582800 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2582887.000000 Penalty: 3282.566650
	Iteration 15Q: 3 clusters Score -2582887 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2582991.250000 Penalty: 3282.566650
	Iteration 16Q: 3 clusters Score -2582991 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2583094.500000 Penalty: 3282.566650
	Iteration 17Q: 3 clusters Score -2583094 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2583234.750000 Penalty: 3282.566650
	Iteration 18Q: 3 clusters Score -2583235 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2583382.000000 Penalty: 3282.566650
	Iteration 19Q: 3 clusters Score -2583382 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2583572.500000 Penalty: 3282.566650
	Iteration 20F: 3 clusters Score -2583572 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2583770.250000 Penalty: 3282.566650
	Iteration 21Q: 3 clusters Score -2583770 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2583983.250000 Penalty: 3282.566650
	Iteration 22Q: 3 clusters Score -2583983 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2584184.750000 Penalty: 3282.566650
	Iteration 23Q: 3 clusters Score -2584185 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2584413.000000 Penalty: 3282.566650
	Iteration 24Q: 3 clusters Score -2584413 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2584676.500000 Penalty: 3282.566650
	Iteration 25Q: 3 clusters Score -2584676 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -2584978.750000 Penalty: 3282.566650
	Iteration 26Q: 3 clusters Score -2584979 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -2585287.500000 Penalty: 3282.566650
	Iteration 27Q: 3 clusters Score -2585288 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -2585599.000000 Penalty: 3282.566650
	Iteration 28Q: 3 clusters Score -2585599 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -2585867.750000 Penalty: 3282.566650
	Iteration 29Q: 3 clusters Score -2585868 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -2586055.750000 Penalty: 3282.566650
	Iteration 30Q: 3 clusters Score -2586056 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -2586177.000000 Penalty: 3282.566650
	Iteration 31Q: 3 clusters Score -2586177 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -2586275.500000 Penalty: 3282.566650
	Iteration 32Q: 3 clusters Score -2586276 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -2586331.750000 Penalty: 3282.566650
	Iteration 33Q: 3 clusters Score -2586332 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -2586362.000000 Penalty: 3282.566650
	Iteration 34Q: 3 clusters Score -2586362 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -2586381.000000 Penalty: 3282.566650
	Iteration 35Q: 3 clusters Score -2586381 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -2586397.000000 Penalty: 3282.566650
	Iteration 36Q: 3 clusters Score -2586397 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -2586404.250000 Penalty: 3282.566650
	Iteration 37Q: 3 clusters Score -2586404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -2586409.500000 Penalty: 3282.566650
	Iteration 38Q: 3 clusters Score -2586410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -2586416.000000 Penalty: 3282.566650
	Iteration 39Q: 3 clusters Score -2586416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -2586428.000000 Penalty: 3282.566650
	Iteration 40F: 3 clusters Score -2586428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -2586433.000000 Penalty: 3282.566650
	Iteration 41Q: 3 clusters Score -2586433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -2586434.500000 Penalty: 3282.566650
	Iteration 42Q: 3 clusters Score -2586434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -2586444.750000 Penalty: 3282.566650
	Iteration 43Q: 3 clusters Score -2586445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -2586450.750000 Penalty: 3282.566650
	Iteration 44Q: 3 clusters Score -2586451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -2586453.500000 Penalty: 3282.566650
	Iteration 45Q: 3 clusters Score -2586454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -2586454.000000 Penalty: 3282.566650
	Iteration 46Q: 3 clusters Score -2586454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -2586454.000000 Penalty: 3282.566650
	Iteration 47Q: 3 clusters Score -2586454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -2586454.000000 Penalty: 3282.566650
	Iteration 48F: 3 clusters Score -2586454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Entering Unmasked Estep 
Score: -4108325.000000 Penalty: 1718.786255
	Iteration 0F: 2 clusters Score -4108325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -4082011.250000 Penalty: 3437.572510
	Iteration 0F: 3 clusters Score -4082011 nChanged 18236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -4092417.750000 Penalty: 3437.572510
	Iteration 1F: 3 clusters Score -4092418 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -4092919.000000 Penalty: 3437.572510
	Iteration 2Q: 3 clusters Score -4092919 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -4093470.000000 Penalty: 3437.572510
	Iteration 3Q: 3 clusters Score -4093470 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -4094023.500000 Penalty: 3437.572510
	Iteration 4Q: 3 clusters Score -4094024 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -4094729.500000 Penalty: 3437.572510
	Iteration 5Q: 3 clusters Score -4094730 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -4095597.000000 Penalty: 3437.572510
	Iteration 6Q: 3 clusters Score -4095597 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -4096640.000000 Penalty: 3437.572510
	Iteration 7F: 3 clusters Score -4096640 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -4097911.000000 Penalty: 3437.572510
	Iteration 8F: 3 clusters Score -4097911 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -4099396.250000 Penalty: 3437.572510
	Iteration 9F: 3 clusters Score -4099396 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -4100902.000000 Penalty: 3437.572510
	Iteration 10F: 3 clusters Score -4100902 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -4101942.000000 Penalty: 3437.572510
	Iteration 11Q: 3 clusters Score -4101942 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -4102527.000000 Penalty: 3437.572510
	Iteration 12Q: 3 clusters Score -4102527 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -4102896.750000 Penalty: 3437.572510
	Iteration 13Q: 3 clusters Score -4102897 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -4103150.750000 Penalty: 3437.572510
	Iteration 14Q: 3 clusters Score -4103151 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -4103353.250000 Penalty: 3437.572510
	Iteration 15Q: 3 clusters Score -4103353 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -4103584.500000 Penalty: 3437.572510
	Iteration 16Q: 3 clusters Score -4103584 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -4103795.750000 Penalty: 3437.572510
	Iteration 17Q: 3 clusters Score -4103796 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -4103993.000000 Penalty: 3437.572510
	Iteration 18Q: 3 clusters Score -4103993 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -4104139.500000 Penalty: 3437.572510
	Iteration 19Q: 3 clusters Score -4104140 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -4104283.250000 Penalty: 3437.572510
	Iteration 20F: 3 clusters Score -4104283 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -4104407.500000 Penalty: 3437.572510
	Iteration 21Q: 3 clusters Score -4104408 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -4104518.500000 Penalty: 3437.572510
	Iteration 22Q: 3 clusters Score -4104518 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -4104637.750000 Penalty: 3437.572510
	Iteration 23Q: 3 clusters Score -4104638 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -4104722.000000 Penalty: 3437.572510
	Iteration 24Q: 3 clusters Score -4104722 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -4104801.250000 Penalty: 3437.572510
	Iteration 25Q: 3 clusters Score -4104801 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -4104839.250000 Penalty: 3437.572510
	Iteration 26Q: 3 clusters Score -4104839 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -4104882.750000 Penalty: 3437.572510
	Iteration 27Q: 3 clusters Score -4104883 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -4104936.000000 Penalty: 3437.572510
	Iteration 28Q: 3 clusters Score -4104936 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -4104996.750000 Penalty: 3437.572510
	Iteration 29Q: 3 clusters Score -4104997 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -4105044.000000 Penalty: 3437.572510
	Iteration 30Q: 3 clusters Score -4105044 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -4105082.500000 Penalty: 3437.572510
	Iteration 31Q: 3 clusters Score -4105082 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -4105101.000000 Penalty: 3437.572510
	Iteration 32Q: 3 clusters Score -4105101 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -4105140.750000 Penalty: 3437.572510
	Iteration 33Q: 3 clusters Score -4105141 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -4105164.000000 Penalty: 3437.572510
	Iteration 34Q: 3 clusters Score -4105164 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -4105224.250000 Penalty: 3437.572510
	Iteration 35Q: 3 clusters Score -4105224 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -4105261.250000 Penalty: 3437.572510
	Iteration 36Q: 3 clusters Score -4105261 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -4105305.000000 Penalty: 3437.572510
	Iteration 37Q: 3 clusters Score -4105305 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -4105368.750000 Penalty: 3437.572510
	Iteration 38Q: 3 clusters Score -4105369 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -4105409.500000 Penalty: 3437.572510
	Iteration 39Q: 3 clusters Score -4105410 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -4105448.750000 Penalty: 3437.572510
	Iteration 40F: 3 clusters Score -4105449 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -4105494.500000 Penalty: 3437.572510
	Iteration 41Q: 3 clusters Score -4105494 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -4105548.000000 Penalty: 3437.572510
	Iteration 42Q: 3 clusters Score -4105548 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -4105585.750000 Penalty: 3437.572510
	Iteration 43Q: 3 clusters Score -4105586 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -4105637.500000 Penalty: 3437.572510
	Iteration 44Q: 3 clusters Score -4105638 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -4105687.500000 Penalty: 3437.572510
	Iteration 45Q: 3 clusters Score -4105688 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -4105739.250000 Penalty: 3437.572510
	Iteration 46Q: 3 clusters Score -4105739 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -4105783.250000 Penalty: 3437.572510
	Iteration 47Q: 3 clusters Score -4105783 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -4105848.000000 Penalty: 3437.572510
	Iteration 48Q: 3 clusters Score -4105848 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -4105909.750000 Penalty: 3437.572510
	Iteration 49Q: 3 clusters Score -4105910 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -4105973.500000 Penalty: 3437.572510
	Iteration 50Q: 3 clusters Score -4105974 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -4106084.750000 Penalty: 3437.572510
	Iteration 51Q: 3 clusters Score -4106085 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -4106220.750000 Penalty: 3437.572510
	Iteration 52Q: 3 clusters Score -4106221 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -4106314.250000 Penalty: 3437.572510
	Iteration 53Q: 3 clusters Score -4106314 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -4106413.750000 Penalty: 3437.572510
	Iteration 54Q: 3 clusters Score -4106414 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -4106496.500000 Penalty: 3437.572510
	Iteration 55Q: 3 clusters Score -4106496 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -4106566.250000 Penalty: 3437.572510
	Iteration 56Q: 3 clusters Score -4106566 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -4106647.250000 Penalty: 3437.572510
	Iteration 57Q: 3 clusters Score -4106647 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -4106724.750000 Penalty: 3437.572510
	Iteration 58Q: 3 clusters Score -4106725 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -4106837.000000 Penalty: 3437.572510
	Iteration 59Q: 3 clusters Score -4106837 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -4106910.500000 Penalty: 3437.572510
	Iteration 60F: 3 clusters Score -4106910 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4106989.750000 Penalty: 3437.572510
	Iteration 61Q: 3 clusters Score -4106990 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4107043.000000 Penalty: 3437.572510
	Iteration 62Q: 3 clusters Score -4107043 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4107107.500000 Penalty: 3437.572510
	Iteration 63Q: 3 clusters Score -4107108 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4107134.750000 Penalty: 3437.572510
	Iteration 64Q: 3 clusters Score -4107135 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4107161.000000 Penalty: 3437.572510
	Iteration 65Q: 3 clusters Score -4107161 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4107197.500000 Penalty: 3437.572510
	Iteration 66Q: 3 clusters Score -4107198 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4107222.000000 Penalty: 3437.572510
	Iteration 67Q: 3 clusters Score -4107222 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4107248.750000 Penalty: 3437.572510
	Iteration 68Q: 3 clusters Score -4107249 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4107270.750000 Penalty: 3437.572510
	Iteration 69Q: 3 clusters Score -4107271 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4107280.250000 Penalty: 3437.572510
	Iteration 70Q: 3 clusters Score -4107280 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4107305.250000 Penalty: 3437.572510
	Iteration 71Q: 3 clusters Score -4107305 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4107313.000000 Penalty: 3437.572510
	Iteration 72Q: 3 clusters Score -4107313 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4107321.000000 Penalty: 3437.572510
	Iteration 73Q: 3 clusters Score -4107321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4107325.250000 Penalty: 3437.572510
	Iteration 74Q: 3 clusters Score -4107325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4107328.000000 Penalty: 3437.572510
	Iteration 75Q: 3 clusters Score -4107328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4107333.250000 Penalty: 3437.572510
	Iteration 76Q: 3 clusters Score -4107333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4107342.750000 Penalty: 3437.572510
	Iteration 77Q: 3 clusters Score -4107343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4107340.500000 Penalty: 3437.572510
	Iteration 78Q: 3 clusters Score -4107340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4107345.500000 Penalty: 3437.572510
	Iteration 79Q: 3 clusters Score -4107346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4107350.250000 Penalty: 3437.572510
	Iteration 80F: 3 clusters Score -4107350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4107353.250000 Penalty: 3437.572510
	Iteration 81Q: 3 clusters Score -4107353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4107354.500000 Penalty: 3437.572510
	Iteration 82Q: 3 clusters Score -4107354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4107359.750000 Penalty: 3437.572510
	Iteration 83Q: 3 clusters Score -4107360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4107362.250000 Penalty: 3437.572510
	Iteration 84Q: 3 clusters Score -4107362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4107360.000000 Penalty: 3437.572510
	Iteration 85Q: 3 clusters Score -4107360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4107362.250000 Penalty: 3437.572510
	Iteration 86Q: 3 clusters Score -4107362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4107359.750000 Penalty: 3437.572510
	Iteration 87Q: 3 clusters Score -4107360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4107359.250000 Penalty: 3437.572510
	Iteration 88Q: 3 clusters Score -4107359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4107361.000000 Penalty: 3437.572510
	Iteration 89Q: 3 clusters Score -4107361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4107361.250000 Penalty: 3437.572510
	Iteration 90Q: 3 clusters Score -4107361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4107362.000000 Penalty: 3437.572510
	Iteration 91Q: 3 clusters Score -4107362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4107364.500000 Penalty: 3437.572510
	Iteration 92Q: 3 clusters Score -4107364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4107365.000000 Penalty: 3437.572510
	Iteration 93Q: 3 clusters Score -4107365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4107361.500000 Penalty: 3437.572510
	Iteration 94Q: 3 clusters Score -4107362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4107366.000000 Penalty: 3437.572510
	Iteration 95Q: 3 clusters Score -4107366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4107364.750000 Penalty: 3437.572510
	Iteration 96Q: 3 clusters Score -4107365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4107364.750000 Penalty: 3437.572510
	Iteration 97F: 3 clusters Score -4107365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (168347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168347 members 
Entering Unmasked Estep 
Score: -18105128.000000 Penalty: 1955.489746
	Iteration 0F: 2 clusters Score -1.810513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84099 members 
Mstep: Class 2 contains 84248 members 
Entering Unmasked Estep 
Score: -17997380.000000 Penalty: 3910.979492
	Iteration 0F: 3 clusters Score -1.799738e+07 nChanged 81603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83304 members 
Mstep: Class 2 contains 85043 members 
Entering Unmasked Estep 
Score: -18044984.000000 Penalty: 3910.979492
	Iteration 1F: 3 clusters Score -1.804498e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82720 members 
Mstep: Class 2 contains 85627 members 
Entering Unmasked Estep 
Score: -18045504.000000 Penalty: 3910.979492
	Iteration 2Q: 3 clusters Score -1.80455e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81843 members 
Mstep: Class 2 contains 86504 members 
Entering Unmasked Estep 
Score: -18046178.000000 Penalty: 3910.979492
	Iteration 3Q: 3 clusters Score -1.804618e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80492 members 
Mstep: Class 2 contains 87855 members 
Entering Unmasked Estep 
Score: -18046880.000000 Penalty: 3910.979492
	Iteration 4Q: 3 clusters Score -1.804688e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78491 members 
Mstep: Class 2 contains 89856 members 
Entering Unmasked Estep 
Score: -18047866.000000 Penalty: 3910.979492
	Iteration 5Q: 3 clusters Score -1.804787e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75438 members 
Mstep: Class 2 contains 92909 members 
Entering Unmasked Estep 
Score: -18049360.000000 Penalty: 3910.979492
	Iteration 6Q: 3 clusters Score -1.804936e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70839 members 
Mstep: Class 2 contains 97508 members 
Entering Unmasked Estep 
Score: -18051732.000000 Penalty: 3910.979492
	Iteration 7Q: 3 clusters Score -1.805173e+07 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64071 members 
Mstep: Class 2 contains 104276 members 
Entering Unmasked Estep 
Score: -18055584.000000 Penalty: 3910.979492
	Iteration 8Q: 3 clusters Score -1.805558e+07 nChanged 10108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54491 members 
Mstep: Class 2 contains 113856 members 
Entering Unmasked Estep 
Score: -18061936.000000 Penalty: 3910.979492
	Iteration 9F: 3 clusters Score -1.806194e+07 nChanged 12554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 126220 members 
Entering Unmasked Estep 
Score: -18071538.000000 Penalty: 3910.979492
	Iteration 10F: 3 clusters Score -1.807154e+07 nChanged 13806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 139972 members 
Entering Unmasked Estep 
Score: -18083474.000000 Penalty: 3910.979492
	Iteration 11F: 3 clusters Score -1.808347e+07 nChanged 12068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 152034 members 
Entering Unmasked Estep 
Score: -18093692.000000 Penalty: 3910.979492
	Iteration 12F: 3 clusters Score -1.809369e+07 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 160451 members 
Entering Unmasked Estep 
Score: -18099644.000000 Penalty: 3910.979492
	Iteration 13F: 3 clusters Score -1.809964e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 164956 members 
Entering Unmasked Estep 
Score: -18102062.000000 Penalty: 3910.979492
	Iteration 14Q: 3 clusters Score -1.810206e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 166936 members 
Entering Unmasked Estep 
Score: -18103040.000000 Penalty: 3910.979492
	Iteration 15Q: 3 clusters Score -1.810304e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 167676 members 
Entering Unmasked Estep 
Score: -18103358.000000 Penalty: 3910.979492
	Iteration 16Q: 3 clusters Score -1.810336e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 167927 members 
Entering Unmasked Estep 
Score: -18103498.000000 Penalty: 3910.979492
	Iteration 17Q: 3 clusters Score -1.81035e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 168021 members 
Entering Unmasked Estep 
Score: -18103520.000000 Penalty: 3910.979492
	Iteration 18Q: 3 clusters Score -1.810352e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 168059 members 
Entering Unmasked Estep 
Score: -18103564.000000 Penalty: 3910.979492
	Iteration 19Q: 3 clusters Score -1.810356e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 168077 members 
Entering Unmasked Estep 
Score: -18103566.000000 Penalty: 3910.979492
	Iteration 20F: 3 clusters Score -1.810357e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 168091 members 
Entering Unmasked Estep 
Score: -18103578.000000 Penalty: 3910.979492
	Iteration 21Q: 3 clusters Score -1.810358e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 168103 members 
Entering Unmasked Estep 
Score: -18103608.000000 Penalty: 3910.979492
	Iteration 22Q: 3 clusters Score -1.810361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 168113 members 
Entering Unmasked Estep 
Score: -18103610.000000 Penalty: 3910.979492
	Iteration 23Q: 3 clusters Score -1.810361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 168119 members 
Entering Unmasked Estep 
Score: -18103604.000000 Penalty: 3910.979492
	Iteration 24Q: 3 clusters Score -1.81036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 168121 members 
Entering Unmasked Estep 
Score: -18103610.000000 Penalty: 3910.979492
	Iteration 25Q: 3 clusters Score -1.810361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 168124 members 
Entering Unmasked Estep 
Score: -18103608.000000 Penalty: 3910.979492
	Iteration 26Q: 3 clusters Score -1.810361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 168124 members 
Entering Unmasked Estep 
Score: -18103616.000000 Penalty: 3910.979492
	Iteration 27Q: 3 clusters Score -1.810362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 168126 members 
Entering Unmasked Estep 
Score: -18103622.000000 Penalty: 3910.979492
	Iteration 28Q: 3 clusters Score -1.810362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 168126 members 
Entering Unmasked Estep 
Score: -18103638.000000 Penalty: 3910.979492
	Iteration 29Q: 3 clusters Score -1.810364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 168125 members 
Entering Unmasked Estep 
Score: -18103634.000000 Penalty: 3910.979492
	Iteration 30Q: 3 clusters Score -1.810363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 168125 members 
Entering Unmasked Estep 
Score: -18103634.000000 Penalty: 3910.979492
	Iteration 31F: 3 clusters Score -1.810363e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Entering Unmasked Estep 
Score: -401369.250000 Penalty: 1348.431763
	Iteration 0F: 2 clusters Score -401369.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -397997.156250 Penalty: 2696.863525
	Iteration 0F: 3 clusters Score -397997.2 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -398881.343750 Penalty: 2696.863525
	Iteration 1F: 3 clusters Score -398881.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -399062.062500 Penalty: 2696.863525
	Iteration 2F: 3 clusters Score -399062.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -399188.375000 Penalty: 2696.863525
	Iteration 3F: 3 clusters Score -399188.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -399277.343750 Penalty: 2696.863525
	Iteration 4Q: 3 clusters Score -399277.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -399350.687500 Penalty: 2696.863525
	Iteration 5Q: 3 clusters Score -399350.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -399436.000000 Penalty: 2696.863525
	Iteration 6Q: 3 clusters Score -399436 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -399517.406250 Penalty: 2696.863525
	Iteration 7Q: 3 clusters Score -399517.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -399624.593750 Penalty: 2696.863525
	Iteration 8Q: 3 clusters Score -399624.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -399742.562500 Penalty: 2696.863525
	Iteration 9Q: 3 clusters Score -399742.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -399829.656250 Penalty: 2696.863525
	Iteration 10Q: 3 clusters Score -399829.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -399909.656250 Penalty: 2696.863525
	Iteration 11Q: 3 clusters Score -399909.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -399999.500000 Penalty: 2696.863525
	Iteration 12Q: 3 clusters Score -399999.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -400080.625000 Penalty: 2696.863525
	Iteration 13Q: 3 clusters Score -400080.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -400146.625000 Penalty: 2696.863525
	Iteration 14Q: 3 clusters Score -400146.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -400211.593750 Penalty: 2696.863525
	Iteration 15Q: 3 clusters Score -400211.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -400266.093750 Penalty: 2696.863525
	Iteration 16Q: 3 clusters Score -400266.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -400316.656250 Penalty: 2696.863525
	Iteration 17Q: 3 clusters Score -400316.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -400363.531250 Penalty: 2696.863525
	Iteration 18Q: 3 clusters Score -400363.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -400403.062500 Penalty: 2696.863525
	Iteration 19Q: 3 clusters Score -400403.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -400445.968750 Penalty: 2696.863525
	Iteration 20F: 3 clusters Score -400446 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -400494.031250 Penalty: 2696.863525
	Iteration 21Q: 3 clusters Score -400494 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -400554.656250 Penalty: 2696.863525
	Iteration 22Q: 3 clusters Score -400554.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -400648.843750 Penalty: 2696.863525
	Iteration 23Q: 3 clusters Score -400648.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -400752.750000 Penalty: 2696.863525
	Iteration 24Q: 3 clusters Score -400752.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -400851.281250 Penalty: 2696.863525
	Iteration 25Q: 3 clusters Score -400851.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -400904.031250 Penalty: 2696.863525
	Iteration 26Q: 3 clusters Score -400904 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -400942.781250 Penalty: 2696.863525
	Iteration 27Q: 3 clusters Score -400942.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -400970.781250 Penalty: 2696.863525
	Iteration 28Q: 3 clusters Score -400970.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -400992.687500 Penalty: 2696.863525
	Iteration 29Q: 3 clusters Score -400992.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -401008.781250 Penalty: 2696.863525
	Iteration 30Q: 3 clusters Score -401008.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -401025.375000 Penalty: 2696.863525
	Iteration 31Q: 3 clusters Score -401025.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -401039.687500 Penalty: 2696.863525
	Iteration 32Q: 3 clusters Score -401039.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -401051.593750 Penalty: 2696.863525
	Iteration 33Q: 3 clusters Score -401051.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -401063.562500 Penalty: 2696.863525
	Iteration 34Q: 3 clusters Score -401063.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -401071.500000 Penalty: 2696.863525
	Iteration 35Q: 3 clusters Score -401071.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -401082.062500 Penalty: 2696.863525
	Iteration 36Q: 3 clusters Score -401082.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -401086.281250 Penalty: 2696.863525
	Iteration 37Q: 3 clusters Score -401086.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -401088.718750 Penalty: 2696.863525
	Iteration 38Q: 3 clusters Score -401088.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -401091.281250 Penalty: 2696.863525
	Iteration 39Q: 3 clusters Score -401091.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -401095.093750 Penalty: 2696.863525
	Iteration 40F: 3 clusters Score -401095.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -401099.281250 Penalty: 2696.863525
	Iteration 41Q: 3 clusters Score -401099.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -401100.406250 Penalty: 2696.863525
	Iteration 42Q: 3 clusters Score -401100.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -401101.687500 Penalty: 2696.863525
	Iteration 43Q: 3 clusters Score -401101.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -401101.687500 Penalty: 2696.863525
	Iteration 44F: 3 clusters Score -401101.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Entering Unmasked Estep 
Score: -338201.656250 Penalty: 1327.792969
	Iteration 0F: 2 clusters Score -338201.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -335216.812500 Penalty: 2655.585938
	Iteration 0F: 3 clusters Score -335216.8 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -336208.718750 Penalty: 2655.585938
	Iteration 1F: 3 clusters Score -336208.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -336827.062500 Penalty: 2655.585938
	Iteration 2F: 3 clusters Score -336827.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -337752.968750 Penalty: 2655.585938
	Iteration 3F: 3 clusters Score -337753 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -338574.062500 Penalty: 2655.585938
	Iteration 4F: 3 clusters Score -338574.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -338897.750000 Penalty: 2655.585938
	Iteration 5F: 3 clusters Score -338897.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -338963.937500 Penalty: 2655.585938
	Iteration 6Q: 3 clusters Score -338963.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -338986.125000 Penalty: 2655.585938
	Iteration 7Q: 3 clusters Score -338986.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -338994.125000 Penalty: 2655.585938
	Iteration 8Q: 3 clusters Score -338994.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -338999.406250 Penalty: 2655.585938
	Iteration 9Q: 3 clusters Score -338999.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -339002.812500 Penalty: 2655.585938
	Iteration 10Q: 3 clusters Score -339002.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -339004.718750 Penalty: 2655.585938
	Iteration 11Q: 3 clusters Score -339004.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -339007.062500 Penalty: 2655.585938
	Iteration 12Q: 3 clusters Score -339007.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -339007.281250 Penalty: 2655.585938
	Iteration 13Q: 3 clusters Score -339007.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -339008.406250 Penalty: 2655.585938
	Iteration 14Q: 3 clusters Score -339008.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -339008.875000 Penalty: 2655.585938
	Iteration 15Q: 3 clusters Score -339008.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -339009.656250 Penalty: 2655.585938
	Iteration 16Q: 3 clusters Score -339009.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -339010.406250 Penalty: 2655.585938
	Iteration 17Q: 3 clusters Score -339010.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -339012.281250 Penalty: 2655.585938
	Iteration 18Q: 3 clusters Score -339012.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -339013.500000 Penalty: 2655.585938
	Iteration 19Q: 3 clusters Score -339013.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -339015.812500 Penalty: 2655.585938
	Iteration 20F: 3 clusters Score -339015.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -339016.437500 Penalty: 2655.585938
	Iteration 21Q: 3 clusters Score -339016.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -339018.281250 Penalty: 2655.585938
	Iteration 22Q: 3 clusters Score -339018.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -339019.343750 Penalty: 2655.585938
	Iteration 23Q: 3 clusters Score -339019.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -339021.312500 Penalty: 2655.585938
	Iteration 24Q: 3 clusters Score -339021.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -339022.000000 Penalty: 2655.585938
	Iteration 25Q: 3 clusters Score -339022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -339023.656250 Penalty: 2655.585938
	Iteration 26Q: 3 clusters Score -339023.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -339023.562500 Penalty: 2655.585938
	Iteration 27Q: 3 clusters Score -339023.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -339023.562500 Penalty: 2655.585938
	Iteration 28F: 3 clusters Score -339023.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 14100 members 
Mstep: Class 3 contains 5365 members 
Mstep: Class 4 contains 20293 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2489 members 
Mstep: Class 7 contains 12289 members 
Mstep: Class 8 contains 16156 members 
Mstep: Class 9 contains 1621 members 
Mstep: Class 10 contains 15233 members 
Mstep: Class 11 contains 28394 members 
Mstep: Class 12 contains 16845 members 
Mstep: Class 13 contains 130556 members 
Mstep: Class 14 contains 26394 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24348 members 
Mstep: Class 17 contains 39228 members 
Mstep: Class 18 contains 168347 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 992 members 
Mstep: Class 21 contains 30310 members 
Mstep: Class 22 contains 10316 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 18436 members 
Mstep: Class 25 contains 5991 members 
Mstep: Class 26 contains 1720 members 
Mstep: Class 27 contains 5635 members 
Mstep: Class 28 contains 3660 members 
Mstep: Class 29 contains 7012 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 1269 members 
Mstep: Class 32 contains 175 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 6062 members 
Mstep: Class 35 contains 4922 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 2545 members 
Entering Unmasked Estep 
Score: -65953972.000000 Penalty: 80395.265625
Splitting cluster 20 changes total score from -65953092.000000 to -65953972.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 21 (30310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Entering Unmasked Estep 
Score: -3226232.750000 Penalty: 1676.875366
	Iteration 0F: 2 clusters Score -3226233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -3205799.500000 Penalty: 3353.750732
	Iteration 0F: 3 clusters Score -3205800 nChanged 14091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -3213646.250000 Penalty: 3353.750732
	Iteration 1F: 3 clusters Score -3213646 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -3214077.500000 Penalty: 3353.750732
	Iteration 2Q: 3 clusters Score -3214078 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -3214581.000000 Penalty: 3353.750732
	Iteration 3Q: 3 clusters Score -3214581 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -3215122.250000 Penalty: 3353.750732
	Iteration 4Q: 3 clusters Score -3215122 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -3215695.500000 Penalty: 3353.750732
	Iteration 5Q: 3 clusters Score -3215696 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -3216459.750000 Penalty: 3353.750732
	Iteration 6Q: 3 clusters Score -3216460 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -3217402.000000 Penalty: 3353.750732
	Iteration 7F: 3 clusters Score -3217402 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -3218612.750000 Penalty: 3353.750732
	Iteration 8F: 3 clusters Score -3218613 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -3219964.500000 Penalty: 3353.750732
	Iteration 9F: 3 clusters Score -3219964 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -3220897.750000 Penalty: 3353.750732
	Iteration 10Q: 3 clusters Score -3220898 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -3221417.750000 Penalty: 3353.750732
	Iteration 11Q: 3 clusters Score -3221418 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -3221726.750000 Penalty: 3353.750732
	Iteration 12Q: 3 clusters Score -3221727 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -3222033.000000 Penalty: 3353.750732
	Iteration 13Q: 3 clusters Score -3222033 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -3222269.000000 Penalty: 3353.750732
	Iteration 14Q: 3 clusters Score -3222269 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -3222505.000000 Penalty: 3353.750732
	Iteration 15Q: 3 clusters Score -3222505 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -3222700.750000 Penalty: 3353.750732
	Iteration 16Q: 3 clusters Score -3222701 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -3222835.750000 Penalty: 3353.750732
	Iteration 17Q: 3 clusters Score -3222836 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -3222945.500000 Penalty: 3353.750732
	Iteration 18Q: 3 clusters Score -3222946 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -3223042.250000 Penalty: 3353.750732
	Iteration 19Q: 3 clusters Score -3223042 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -3223123.000000 Penalty: 3353.750732
	Iteration 20F: 3 clusters Score -3223123 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -3223202.250000 Penalty: 3353.750732
	Iteration 21Q: 3 clusters Score -3223202 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -3223246.750000 Penalty: 3353.750732
	Iteration 22Q: 3 clusters Score -3223247 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -3223284.750000 Penalty: 3353.750732
	Iteration 23Q: 3 clusters Score -3223285 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -3223311.000000 Penalty: 3353.750732
	Iteration 24Q: 3 clusters Score -3223311 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -3223337.250000 Penalty: 3353.750732
	Iteration 25Q: 3 clusters Score -3223337 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -3223381.500000 Penalty: 3353.750732
	Iteration 26Q: 3 clusters Score -3223382 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -3223414.750000 Penalty: 3353.750732
	Iteration 27Q: 3 clusters Score -3223415 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -3223410.500000 Penalty: 3353.750732
	Iteration 28Q: 3 clusters Score -3223410 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -3223424.500000 Penalty: 3353.750732
	Iteration 29Q: 3 clusters Score -3223424 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -3223423.500000 Penalty: 3353.750732
	Iteration 30Q: 3 clusters Score -3223424 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -3223436.750000 Penalty: 3353.750732
	Iteration 31Q: 3 clusters Score -3223437 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -3223446.250000 Penalty: 3353.750732
	Iteration 32Q: 3 clusters Score -3223446 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -3223448.500000 Penalty: 3353.750732
	Iteration 33Q: 3 clusters Score -3223448 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -3223451.000000 Penalty: 3353.750732
	Iteration 34Q: 3 clusters Score -3223451 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -3223464.500000 Penalty: 3353.750732
	Iteration 35Q: 3 clusters Score -3223464 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -3223463.750000 Penalty: 3353.750732
	Iteration 36Q: 3 clusters Score -3223464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -3223467.500000 Penalty: 3353.750732
	Iteration 37Q: 3 clusters Score -3223468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -3223476.250000 Penalty: 3353.750732
	Iteration 38Q: 3 clusters Score -3223476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -3223482.750000 Penalty: 3353.750732
	Iteration 39Q: 3 clusters Score -3223483 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -3223478.000000 Penalty: 3353.750732
	Iteration 40F: 3 clusters Score -3223478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -3223480.250000 Penalty: 3353.750732
	Iteration 41Q: 3 clusters Score -3223480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -3223484.750000 Penalty: 3353.750732
	Iteration 42Q: 3 clusters Score -3223485 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -3223492.250000 Penalty: 3353.750732
	Iteration 43Q: 3 clusters Score -3223492 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -3223495.250000 Penalty: 3353.750732
	Iteration 44Q: 3 clusters Score -3223495 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -3223482.500000 Penalty: 3353.750732
	Iteration 45Q: 3 clusters Score -3223482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -3223493.500000 Penalty: 3353.750732
	Iteration 46Q: 3 clusters Score -3223494 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -3223490.250000 Penalty: 3353.750732
	Iteration 47Q: 3 clusters Score -3223490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -3223496.000000 Penalty: 3353.750732
	Iteration 48Q: 3 clusters Score -3223496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -3223493.750000 Penalty: 3353.750732
	Iteration 49Q: 3 clusters Score -3223494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -3223499.250000 Penalty: 3353.750732
	Iteration 50Q: 3 clusters Score -3223499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -3223501.750000 Penalty: 3353.750732
	Iteration 51Q: 3 clusters Score -3223502 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -3223498.000000 Penalty: 3353.750732
	Iteration 52Q: 3 clusters Score -3223498 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -3223504.250000 Penalty: 3353.750732
	Iteration 53Q: 3 clusters Score -3223504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -3223502.750000 Penalty: 3353.750732
	Iteration 54Q: 3 clusters Score -3223503 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -3223508.250000 Penalty: 3353.750732
	Iteration 55Q: 3 clusters Score -3223508 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -3223515.500000 Penalty: 3353.750732
	Iteration 56Q: 3 clusters Score -3223516 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -3223526.750000 Penalty: 3353.750732
	Iteration 57Q: 3 clusters Score -3223527 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -3223530.000000 Penalty: 3353.750732
	Iteration 58Q: 3 clusters Score -3223530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -3223533.500000 Penalty: 3353.750732
	Iteration 59Q: 3 clusters Score -3223534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -3223526.750000 Penalty: 3353.750732
	Iteration 60F: 3 clusters Score -3223527 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -3223533.500000 Penalty: 3353.750732
	Iteration 61Q: 3 clusters Score -3223534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -3223533.000000 Penalty: 3353.750732
	Iteration 62Q: 3 clusters Score -3223533 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -3223545.250000 Penalty: 3353.750732
	Iteration 63Q: 3 clusters Score -3223545 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -3223549.750000 Penalty: 3353.750732
	Iteration 64Q: 3 clusters Score -3223550 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -3223554.250000 Penalty: 3353.750732
	Iteration 65Q: 3 clusters Score -3223554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -3223558.500000 Penalty: 3353.750732
	Iteration 66Q: 3 clusters Score -3223558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -3223553.000000 Penalty: 3353.750732
	Iteration 67Q: 3 clusters Score -3223553 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -3223564.750000 Penalty: 3353.750732
	Iteration 68Q: 3 clusters Score -3223565 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -3223569.000000 Penalty: 3353.750732
	Iteration 69Q: 3 clusters Score -3223569 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -3223564.750000 Penalty: 3353.750732
	Iteration 70Q: 3 clusters Score -3223565 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -3223575.500000 Penalty: 3353.750732
	Iteration 71Q: 3 clusters Score -3223576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -3223570.750000 Penalty: 3353.750732
	Iteration 72Q: 3 clusters Score -3223571 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -3223577.000000 Penalty: 3353.750732
	Iteration 73Q: 3 clusters Score -3223577 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -3223589.500000 Penalty: 3353.750732
	Iteration 74Q: 3 clusters Score -3223590 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -3223595.750000 Penalty: 3353.750732
	Iteration 75Q: 3 clusters Score -3223596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -3223598.250000 Penalty: 3353.750732
	Iteration 76Q: 3 clusters Score -3223598 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -3223598.750000 Penalty: 3353.750732
	Iteration 77Q: 3 clusters Score -3223599 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -3223595.500000 Penalty: 3353.750732
	Iteration 78Q: 3 clusters Score -3223596 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -3223607.500000 Penalty: 3353.750732
	Iteration 79Q: 3 clusters Score -3223608 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -3223607.500000 Penalty: 3353.750732
	Iteration 80F: 3 clusters Score -3223608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -3223619.750000 Penalty: 3353.750732
	Iteration 81Q: 3 clusters Score -3223620 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -3223615.500000 Penalty: 3353.750732
	Iteration 82Q: 3 clusters Score -3223616 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3223620.500000 Penalty: 3353.750732
	Iteration 83Q: 3 clusters Score -3223620 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -3223637.500000 Penalty: 3353.750732
	Iteration 84Q: 3 clusters Score -3223638 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -3223647.000000 Penalty: 3353.750732
	Iteration 85Q: 3 clusters Score -3223647 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -3223665.000000 Penalty: 3353.750732
	Iteration 86Q: 3 clusters Score -3223665 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -3223680.250000 Penalty: 3353.750732
	Iteration 87Q: 3 clusters Score -3223680 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -3223699.250000 Penalty: 3353.750732
	Iteration 88Q: 3 clusters Score -3223699 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -3223710.000000 Penalty: 3353.750732
	Iteration 89Q: 3 clusters Score -3223710 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -3223717.000000 Penalty: 3353.750732
	Iteration 90Q: 3 clusters Score -3223717 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -3223732.000000 Penalty: 3353.750732
	Iteration 91Q: 3 clusters Score -3223732 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -3223768.250000 Penalty: 3353.750732
	Iteration 92Q: 3 clusters Score -3223768 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -3223785.250000 Penalty: 3353.750732
	Iteration 93Q: 3 clusters Score -3223785 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -3223815.250000 Penalty: 3353.750732
	Iteration 94Q: 3 clusters Score -3223815 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -3223835.750000 Penalty: 3353.750732
	Iteration 95Q: 3 clusters Score -3223836 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -3223865.750000 Penalty: 3353.750732
	Iteration 96Q: 3 clusters Score -3223866 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -3223895.250000 Penalty: 3353.750732
	Iteration 97Q: 3 clusters Score -3223895 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -3223931.500000 Penalty: 3353.750732
	Iteration 98Q: 3 clusters Score -3223932 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -3223963.000000 Penalty: 3353.750732
	Iteration 99Q: 3 clusters Score -3223963 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -3223998.750000 Penalty: 3353.750732
	Iteration 100F: 3 clusters Score -3223999 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -3224046.000000 Penalty: 3353.750732
	Iteration 101Q: 3 clusters Score -3224046 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -3224070.750000 Penalty: 3353.750732
	Iteration 102Q: 3 clusters Score -3224071 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -3224092.750000 Penalty: 3353.750732
	Iteration 103Q: 3 clusters Score -3224093 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -3224133.250000 Penalty: 3353.750732
	Iteration 104Q: 3 clusters Score -3224133 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -3224166.250000 Penalty: 3353.750732
	Iteration 105Q: 3 clusters Score -3224166 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -3224194.750000 Penalty: 3353.750732
	Iteration 106Q: 3 clusters Score -3224195 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -3224219.000000 Penalty: 3353.750732
	Iteration 107Q: 3 clusters Score -3224219 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -3224251.000000 Penalty: 3353.750732
	Iteration 108Q: 3 clusters Score -3224251 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -3224273.500000 Penalty: 3353.750732
	Iteration 109Q: 3 clusters Score -3224274 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -3224301.000000 Penalty: 3353.750732
	Iteration 110Q: 3 clusters Score -3224301 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -3224335.750000 Penalty: 3353.750732
	Iteration 111Q: 3 clusters Score -3224336 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -3224370.750000 Penalty: 3353.750732
	Iteration 112Q: 3 clusters Score -3224371 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -3224405.250000 Penalty: 3353.750732
	Iteration 113Q: 3 clusters Score -3224405 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -3224455.500000 Penalty: 3353.750732
	Iteration 114Q: 3 clusters Score -3224456 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -3224491.500000 Penalty: 3353.750732
	Iteration 115Q: 3 clusters Score -3224492 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -3224528.750000 Penalty: 3353.750732
	Iteration 116Q: 3 clusters Score -3224529 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -3224563.250000 Penalty: 3353.750732
	Iteration 117Q: 3 clusters Score -3224563 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -3224589.500000 Penalty: 3353.750732
	Iteration 118Q: 3 clusters Score -3224590 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -3224626.750000 Penalty: 3353.750732
	Iteration 119Q: 3 clusters Score -3224627 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -3224664.500000 Penalty: 3353.750732
	Iteration 120F: 3 clusters Score -3224664 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -3224680.250000 Penalty: 3353.750732
	Iteration 121Q: 3 clusters Score -3224680 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -3224712.500000 Penalty: 3353.750732
	Iteration 122Q: 3 clusters Score -3224712 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -3224723.000000 Penalty: 3353.750732
	Iteration 123Q: 3 clusters Score -3224723 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -3224755.250000 Penalty: 3353.750732
	Iteration 124Q: 3 clusters Score -3224755 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -3224776.750000 Penalty: 3353.750732
	Iteration 125Q: 3 clusters Score -3224777 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -3224801.750000 Penalty: 3353.750732
	Iteration 126Q: 3 clusters Score -3224802 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -3224820.250000 Penalty: 3353.750732
	Iteration 127Q: 3 clusters Score -3224820 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -3224832.000000 Penalty: 3353.750732
	Iteration 128Q: 3 clusters Score -3224832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -3224846.500000 Penalty: 3353.750732
	Iteration 129Q: 3 clusters Score -3224846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -3224868.000000 Penalty: 3353.750732
	Iteration 130Q: 3 clusters Score -3224868 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -3224871.000000 Penalty: 3353.750732
	Iteration 131Q: 3 clusters Score -3224871 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -3224879.250000 Penalty: 3353.750732
	Iteration 132Q: 3 clusters Score -3224879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -3224890.500000 Penalty: 3353.750732
	Iteration 133Q: 3 clusters Score -3224890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -3224902.000000 Penalty: 3353.750732
	Iteration 134Q: 3 clusters Score -3224902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -3224906.000000 Penalty: 3353.750732
	Iteration 135Q: 3 clusters Score -3224906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -3224910.000000 Penalty: 3353.750732
	Iteration 136Q: 3 clusters Score -3224910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -3224913.250000 Penalty: 3353.750732
	Iteration 137Q: 3 clusters Score -3224913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -3224912.250000 Penalty: 3353.750732
	Iteration 138Q: 3 clusters Score -3224912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -3224910.000000 Penalty: 3353.750732
	Iteration 139Q: 3 clusters Score -3224910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -3224911.250000 Penalty: 3353.750732
	Iteration 140F: 3 clusters Score -3224911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -3224912.250000 Penalty: 3353.750732
	Iteration 141Q: 3 clusters Score -3224912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -3224912.000000 Penalty: 3353.750732
	Iteration 142Q: 3 clusters Score -3224912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -3224913.250000 Penalty: 3353.750732
	Iteration 143Q: 3 clusters Score -3224913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -3224913.750000 Penalty: 3353.750732
	Iteration 144Q: 3 clusters Score -3224914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -3224915.000000 Penalty: 3353.750732
	Iteration 145Q: 3 clusters Score -3224915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -3224916.000000 Penalty: 3353.750732
	Iteration 146Q: 3 clusters Score -3224916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -3224917.750000 Penalty: 3353.750732
	Iteration 147Q: 3 clusters Score -3224918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -3224918.500000 Penalty: 3353.750732
	Iteration 148Q: 3 clusters Score -3224918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -3224912.750000 Penalty: 3353.750732
	Iteration 149Q: 3 clusters Score -3224913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -3224915.750000 Penalty: 3353.750732
	Iteration 150Q: 3 clusters Score -3224916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -3224916.500000 Penalty: 3353.750732
	Iteration 151Q: 3 clusters Score -3224916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -3224916.250000 Penalty: 3353.750732
	Iteration 152Q: 3 clusters Score -3224916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -3224923.750000 Penalty: 3353.750732
	Iteration 153Q: 3 clusters Score -3224924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -3224928.000000 Penalty: 3353.750732
	Iteration 154Q: 3 clusters Score -3224928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -3224930.500000 Penalty: 3353.750732
	Iteration 155Q: 3 clusters Score -3224930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -3224933.500000 Penalty: 3353.750732
	Iteration 156Q: 3 clusters Score -3224934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -3224933.750000 Penalty: 3353.750732
	Iteration 157Q: 3 clusters Score -3224934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -3224937.000000 Penalty: 3353.750732
	Iteration 158Q: 3 clusters Score -3224937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -3224941.500000 Penalty: 3353.750732
	Iteration 159Q: 3 clusters Score -3224942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -3224941.000000 Penalty: 3353.750732
	Iteration 160F: 3 clusters Score -3224941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -3224942.500000 Penalty: 3353.750732
	Iteration 161Q: 3 clusters Score -3224942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -3224942.500000 Penalty: 3353.750732
	Iteration 162Q: 3 clusters Score -3224942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -3224943.250000 Penalty: 3353.750732
	Iteration 163Q: 3 clusters Score -3224943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -3224943.750000 Penalty: 3353.750732
	Iteration 164Q: 3 clusters Score -3224944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -3224942.750000 Penalty: 3353.750732
	Iteration 165Q: 3 clusters Score -3224943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -3224940.000000 Penalty: 3353.750732
	Iteration 166Q: 3 clusters Score -3224940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -3224942.500000 Penalty: 3353.750732
	Iteration 167Q: 3 clusters Score -3224942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -3224945.000000 Penalty: 3353.750732
	Iteration 168Q: 3 clusters Score -3224945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -3224944.500000 Penalty: 3353.750732
	Iteration 169Q: 3 clusters Score -3224944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -3224943.000000 Penalty: 3353.750732
	Iteration 170Q: 3 clusters Score -3224943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -3224945.500000 Penalty: 3353.750732
	Iteration 171Q: 3 clusters Score -3224946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -3224945.500000 Penalty: 3353.750732
	Iteration 172F: 3 clusters Score -3224946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Entering Unmasked Estep 
Score: -1061346.750000 Penalty: 1501.735840
	Iteration 0F: 2 clusters Score -1061347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1054005.250000 Penalty: 3003.471680
	Iteration 0F: 3 clusters Score -1054005 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1056396.875000 Penalty: 3003.471680
	Iteration 1F: 3 clusters Score -1056397 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1056680.000000 Penalty: 3003.471680
	Iteration 2F: 3 clusters Score -1056680 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1056917.000000 Penalty: 3003.471680
	Iteration 3F: 3 clusters Score -1056917 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1057202.000000 Penalty: 3003.471680
	Iteration 4F: 3 clusters Score -1057202 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1057471.125000 Penalty: 3003.471680
	Iteration 5F: 3 clusters Score -1057471 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1057761.250000 Penalty: 3003.471680
	Iteration 6F: 3 clusters Score -1057761 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1058072.250000 Penalty: 3003.471680
	Iteration 7F: 3 clusters Score -1058072 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1058422.750000 Penalty: 3003.471680
	Iteration 8F: 3 clusters Score -1058423 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1058772.000000 Penalty: 3003.471680
	Iteration 9Q: 3 clusters Score -1058772 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1059100.375000 Penalty: 3003.471680
	Iteration 10Q: 3 clusters Score -1059100 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1059370.875000 Penalty: 3003.471680
	Iteration 11Q: 3 clusters Score -1059371 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1059569.875000 Penalty: 3003.471680
	Iteration 12Q: 3 clusters Score -1059570 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1059718.625000 Penalty: 3003.471680
	Iteration 13Q: 3 clusters Score -1059719 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1059830.250000 Penalty: 3003.471680
	Iteration 14Q: 3 clusters Score -1059830 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1059908.625000 Penalty: 3003.471680
	Iteration 15Q: 3 clusters Score -1059909 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1059960.750000 Penalty: 3003.471680
	Iteration 16Q: 3 clusters Score -1059961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1059997.500000 Penalty: 3003.471680
	Iteration 17Q: 3 clusters Score -1059998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1060015.625000 Penalty: 3003.471680
	Iteration 18Q: 3 clusters Score -1060016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1060034.625000 Penalty: 3003.471680
	Iteration 19Q: 3 clusters Score -1060035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1060045.625000 Penalty: 3003.471680
	Iteration 20F: 3 clusters Score -1060046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1060057.750000 Penalty: 3003.471680
	Iteration 21Q: 3 clusters Score -1060058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1060061.125000 Penalty: 3003.471680
	Iteration 22Q: 3 clusters Score -1060061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1060067.625000 Penalty: 3003.471680
	Iteration 23Q: 3 clusters Score -1060068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1060076.375000 Penalty: 3003.471680
	Iteration 24Q: 3 clusters Score -1060076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1060083.000000 Penalty: 3003.471680
	Iteration 25Q: 3 clusters Score -1060083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1060091.125000 Penalty: 3003.471680
	Iteration 26Q: 3 clusters Score -1060091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1060097.125000 Penalty: 3003.471680
	Iteration 27Q: 3 clusters Score -1060097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1060099.000000 Penalty: 3003.471680
	Iteration 28Q: 3 clusters Score -1060099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1060100.250000 Penalty: 3003.471680
	Iteration 29Q: 3 clusters Score -1060100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1060102.875000 Penalty: 3003.471680
	Iteration 30Q: 3 clusters Score -1060103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1060102.875000 Penalty: 3003.471680
	Iteration 31F: 3 clusters Score -1060103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Entering Unmasked Estep 
Score: -82592.687500 Penalty: 1100.439453
	Iteration 0F: 2 clusters Score -82592.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -81291.914062 Penalty: 2200.878906
	Iteration 0F: 3 clusters Score -81291.91 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -81540.554688 Penalty: 2200.878906
	Iteration 1F: 3 clusters Score -81540.55 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -81655.695312 Penalty: 2200.878906
	Iteration 2F: 3 clusters Score -81655.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -81740.695312 Penalty: 2200.878906
	Iteration 3F: 3 clusters Score -81740.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -81808.234375 Penalty: 2200.878906
	Iteration 4F: 3 clusters Score -81808.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -81855.484375 Penalty: 2200.878906
	Iteration 5Q: 3 clusters Score -81855.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -81885.187500 Penalty: 2200.878906
	Iteration 6Q: 3 clusters Score -81885.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -81906.773438 Penalty: 2200.878906
	Iteration 7Q: 3 clusters Score -81906.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -81925.593750 Penalty: 2200.878906
	Iteration 8Q: 3 clusters Score -81925.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -81938.734375 Penalty: 2200.878906
	Iteration 9Q: 3 clusters Score -81938.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -81940.570312 Penalty: 2200.878906
	Iteration 10Q: 3 clusters Score -81940.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -81941.468750 Penalty: 2200.878906
	Iteration 11Q: 3 clusters Score -81941.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -81941.468750 Penalty: 2200.878906
	Iteration 12F: 3 clusters Score -81941.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Entering Unmasked Estep 
Score: -1914051.250000 Penalty: 1596.084839
	Iteration 0F: 2 clusters Score -1914051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1901459.625000 Penalty: 3192.169678
	Iteration 0F: 3 clusters Score -1901460 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1906096.875000 Penalty: 3192.169678
	Iteration 1F: 3 clusters Score -1906097 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1906649.500000 Penalty: 3192.169678
	Iteration 2F: 3 clusters Score -1906650 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1907236.625000 Penalty: 3192.169678
	Iteration 3F: 3 clusters Score -1907237 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1907855.875000 Penalty: 3192.169678
	Iteration 4F: 3 clusters Score -1907856 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1908504.250000 Penalty: 3192.169678
	Iteration 5F: 3 clusters Score -1908504 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1909115.000000 Penalty: 3192.169678
	Iteration 6F: 3 clusters Score -1909115 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1909651.250000 Penalty: 3192.169678
	Iteration 7F: 3 clusters Score -1909651 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1910086.000000 Penalty: 3192.169678
	Iteration 8Q: 3 clusters Score -1910086 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1910490.875000 Penalty: 3192.169678
	Iteration 9Q: 3 clusters Score -1910491 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1910862.125000 Penalty: 3192.169678
	Iteration 10Q: 3 clusters Score -1910862 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1911207.875000 Penalty: 3192.169678
	Iteration 11Q: 3 clusters Score -1911208 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1911564.250000 Penalty: 3192.169678
	Iteration 12Q: 3 clusters Score -1911564 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1911829.500000 Penalty: 3192.169678
	Iteration 13Q: 3 clusters Score -1911830 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1912013.375000 Penalty: 3192.169678
	Iteration 14Q: 3 clusters Score -1912013 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1912163.625000 Penalty: 3192.169678
	Iteration 15Q: 3 clusters Score -1912164 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1912286.875000 Penalty: 3192.169678
	Iteration 16Q: 3 clusters Score -1912287 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1912383.250000 Penalty: 3192.169678
	Iteration 17Q: 3 clusters Score -1912383 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1912456.750000 Penalty: 3192.169678
	Iteration 18Q: 3 clusters Score -1912457 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1912536.125000 Penalty: 3192.169678
	Iteration 19Q: 3 clusters Score -1912536 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1912593.500000 Penalty: 3192.169678
	Iteration 20F: 3 clusters Score -1912594 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1912653.875000 Penalty: 3192.169678
	Iteration 21Q: 3 clusters Score -1912654 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1912705.250000 Penalty: 3192.169678
	Iteration 22Q: 3 clusters Score -1912705 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1912761.125000 Penalty: 3192.169678
	Iteration 23Q: 3 clusters Score -1912761 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1912864.875000 Penalty: 3192.169678
	Iteration 24Q: 3 clusters Score -1912865 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1912980.375000 Penalty: 3192.169678
	Iteration 25Q: 3 clusters Score -1912980 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1913040.500000 Penalty: 3192.169678
	Iteration 26Q: 3 clusters Score -1913040 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1913065.500000 Penalty: 3192.169678
	Iteration 27Q: 3 clusters Score -1913066 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1913095.000000 Penalty: 3192.169678
	Iteration 28Q: 3 clusters Score -1913095 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1913108.875000 Penalty: 3192.169678
	Iteration 29Q: 3 clusters Score -1913109 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1913117.750000 Penalty: 3192.169678
	Iteration 30Q: 3 clusters Score -1913118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1913124.875000 Penalty: 3192.169678
	Iteration 31Q: 3 clusters Score -1913125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1913132.375000 Penalty: 3192.169678
	Iteration 32Q: 3 clusters Score -1913132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1913131.250000 Penalty: 3192.169678
	Iteration 33Q: 3 clusters Score -1913131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1913134.375000 Penalty: 3192.169678
	Iteration 34Q: 3 clusters Score -1913134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1913137.250000 Penalty: 3192.169678
	Iteration 35Q: 3 clusters Score -1913137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1913141.125000 Penalty: 3192.169678
	Iteration 36Q: 3 clusters Score -1913141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1913139.375000 Penalty: 3192.169678
	Iteration 37Q: 3 clusters Score -1913139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1913138.875000 Penalty: 3192.169678
	Iteration 38Q: 3 clusters Score -1913139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1913141.625000 Penalty: 3192.169678
	Iteration 39Q: 3 clusters Score -1913142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1913140.375000 Penalty: 3192.169678
	Iteration 40F: 3 clusters Score -1913140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1913144.250000 Penalty: 3192.169678
	Iteration 41Q: 3 clusters Score -1913144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1913142.875000 Penalty: 3192.169678
	Iteration 42Q: 3 clusters Score -1913143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1913143.500000 Penalty: 3192.169678
	Iteration 43Q: 3 clusters Score -1913144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1913145.250000 Penalty: 3192.169678
	Iteration 44Q: 3 clusters Score -1913145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1913145.000000 Penalty: 3192.169678
	Iteration 45Q: 3 clusters Score -1913145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1913146.625000 Penalty: 3192.169678
	Iteration 46Q: 3 clusters Score -1913147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1913146.625000 Penalty: 3192.169678
	Iteration 47F: 3 clusters Score -1913147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Entering Unmasked Estep 
Score: -560083.375000 Penalty: 1413.427124
	Iteration 0F: 2 clusters Score -560083.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -555519.500000 Penalty: 2826.854248
	Iteration 0F: 3 clusters Score -555519.5 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -556887.437500 Penalty: 2826.854248
	Iteration 1F: 3 clusters Score -556887.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -557229.875000 Penalty: 2826.854248
	Iteration 2F: 3 clusters Score -557229.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -557507.062500 Penalty: 2826.854248
	Iteration 3F: 3 clusters Score -557507.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -557716.125000 Penalty: 2826.854248
	Iteration 4F: 3 clusters Score -557716.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -557877.062500 Penalty: 2826.854248
	Iteration 5Q: 3 clusters Score -557877.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -557999.875000 Penalty: 2826.854248
	Iteration 6Q: 3 clusters Score -557999.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -558100.437500 Penalty: 2826.854248
	Iteration 7Q: 3 clusters Score -558100.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -558187.812500 Penalty: 2826.854248
	Iteration 8Q: 3 clusters Score -558187.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -558268.500000 Penalty: 2826.854248
	Iteration 9Q: 3 clusters Score -558268.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -558351.375000 Penalty: 2826.854248
	Iteration 10Q: 3 clusters Score -558351.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -558421.500000 Penalty: 2826.854248
	Iteration 11Q: 3 clusters Score -558421.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -558491.812500 Penalty: 2826.854248
	Iteration 12Q: 3 clusters Score -558491.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -558574.562500 Penalty: 2826.854248
	Iteration 13Q: 3 clusters Score -558574.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -558665.875000 Penalty: 2826.854248
	Iteration 14Q: 3 clusters Score -558665.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -558770.625000 Penalty: 2826.854248
	Iteration 15Q: 3 clusters Score -558770.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -558889.250000 Penalty: 2826.854248
	Iteration 16Q: 3 clusters Score -558889.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -558994.062500 Penalty: 2826.854248
	Iteration 17Q: 3 clusters Score -558994.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -559090.250000 Penalty: 2826.854248
	Iteration 18Q: 3 clusters Score -559090.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -559206.000000 Penalty: 2826.854248
	Iteration 19Q: 3 clusters Score -559206 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -559279.312500 Penalty: 2826.854248
	Iteration 20F: 3 clusters Score -559279.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -559342.250000 Penalty: 2826.854248
	Iteration 21Q: 3 clusters Score -559342.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -559397.125000 Penalty: 2826.854248
	Iteration 22Q: 3 clusters Score -559397.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -559433.625000 Penalty: 2826.854248
	Iteration 23Q: 3 clusters Score -559433.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -559462.000000 Penalty: 2826.854248
	Iteration 24Q: 3 clusters Score -559462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -559479.625000 Penalty: 2826.854248
	Iteration 25Q: 3 clusters Score -559479.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -559495.437500 Penalty: 2826.854248
	Iteration 26Q: 3 clusters Score -559495.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -559514.500000 Penalty: 2826.854248
	Iteration 27Q: 3 clusters Score -559514.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -559526.562500 Penalty: 2826.854248
	Iteration 28Q: 3 clusters Score -559526.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -559535.812500 Penalty: 2826.854248
	Iteration 29Q: 3 clusters Score -559535.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -559544.250000 Penalty: 2826.854248
	Iteration 30Q: 3 clusters Score -559544.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -559547.375000 Penalty: 2826.854248
	Iteration 31Q: 3 clusters Score -559547.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -559552.625000 Penalty: 2826.854248
	Iteration 32Q: 3 clusters Score -559552.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -559555.812500 Penalty: 2826.854248
	Iteration 33Q: 3 clusters Score -559555.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -559559.937500 Penalty: 2826.854248
	Iteration 34Q: 3 clusters Score -559559.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -559563.937500 Penalty: 2826.854248
	Iteration 35Q: 3 clusters Score -559563.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -559566.375000 Penalty: 2826.854248
	Iteration 36Q: 3 clusters Score -559566.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -559566.500000 Penalty: 2826.854248
	Iteration 37Q: 3 clusters Score -559566.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -559569.812500 Penalty: 2826.854248
	Iteration 38Q: 3 clusters Score -559569.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -559571.562500 Penalty: 2826.854248
	Iteration 39Q: 3 clusters Score -559571.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -559573.500000 Penalty: 2826.854248
	Iteration 40F: 3 clusters Score -559573.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -559575.000000 Penalty: 2826.854248
	Iteration 41Q: 3 clusters Score -559575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -559575.000000 Penalty: 2826.854248
	Iteration 42F: 3 clusters Score -559575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Entering Unmasked Estep 
Score: -187092.562500 Penalty: 1210.637939
	Iteration 0F: 2 clusters Score -187092.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -185167.796875 Penalty: 2421.275879
	Iteration 0F: 3 clusters Score -185167.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -185533.765625 Penalty: 2421.275879
	Iteration 1F: 3 clusters Score -185533.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -185614.703125 Penalty: 2421.275879
	Iteration 2F: 3 clusters Score -185614.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -185663.421875 Penalty: 2421.275879
	Iteration 3Q: 3 clusters Score -185663.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -185687.625000 Penalty: 2421.275879
	Iteration 4Q: 3 clusters Score -185687.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -185706.734375 Penalty: 2421.275879
	Iteration 5Q: 3 clusters Score -185706.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -185717.828125 Penalty: 2421.275879
	Iteration 6Q: 3 clusters Score -185717.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -185725.234375 Penalty: 2421.275879
	Iteration 7Q: 3 clusters Score -185725.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -185732.812500 Penalty: 2421.275879
	Iteration 8Q: 3 clusters Score -185732.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -185743.484375 Penalty: 2421.275879
	Iteration 9Q: 3 clusters Score -185743.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -185750.218750 Penalty: 2421.275879
	Iteration 10Q: 3 clusters Score -185750.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -185755.265625 Penalty: 2421.275879
	Iteration 11Q: 3 clusters Score -185755.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -185761.906250 Penalty: 2421.275879
	Iteration 12Q: 3 clusters Score -185761.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -185772.359375 Penalty: 2421.275879
	Iteration 13Q: 3 clusters Score -185772.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -185783.531250 Penalty: 2421.275879
	Iteration 14Q: 3 clusters Score -185783.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -185790.296875 Penalty: 2421.275879
	Iteration 15Q: 3 clusters Score -185790.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -185796.187500 Penalty: 2421.275879
	Iteration 16Q: 3 clusters Score -185796.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -185803.187500 Penalty: 2421.275879
	Iteration 17Q: 3 clusters Score -185803.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -185806.359375 Penalty: 2421.275879
	Iteration 18Q: 3 clusters Score -185806.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -185808.906250 Penalty: 2421.275879
	Iteration 19Q: 3 clusters Score -185808.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -185811.218750 Penalty: 2421.275879
	Iteration 20F: 3 clusters Score -185811.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -185815.000000 Penalty: 2421.275879
	Iteration 21Q: 3 clusters Score -185815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -185817.203125 Penalty: 2421.275879
	Iteration 22Q: 3 clusters Score -185817.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -185819.156250 Penalty: 2421.275879
	Iteration 23Q: 3 clusters Score -185819.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -185819.781250 Penalty: 2421.275879
	Iteration 24Q: 3 clusters Score -185819.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -185819.781250 Penalty: 2421.275879
	Iteration 25F: 3 clusters Score -185819.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Entering Unmasked Estep 
Score: -610119.187500 Penalty: 1403.472168
	Iteration 0F: 2 clusters Score -610119.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -605755.062500 Penalty: 2806.944336
	Iteration 0F: 3 clusters Score -605755.1 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -606898.812500 Penalty: 2806.944336
	Iteration 1F: 3 clusters Score -606898.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -607102.687500 Penalty: 2806.944336
	Iteration 2F: 3 clusters Score -607102.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -607231.687500 Penalty: 2806.944336
	Iteration 3F: 3 clusters Score -607231.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -607325.937500 Penalty: 2806.944336
	Iteration 4Q: 3 clusters Score -607325.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -607413.937500 Penalty: 2806.944336
	Iteration 5Q: 3 clusters Score -607413.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -607508.812500 Penalty: 2806.944336
	Iteration 6Q: 3 clusters Score -607508.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -607628.687500 Penalty: 2806.944336
	Iteration 7Q: 3 clusters Score -607628.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -607758.062500 Penalty: 2806.944336
	Iteration 8Q: 3 clusters Score -607758.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -607881.750000 Penalty: 2806.944336
	Iteration 9Q: 3 clusters Score -607881.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -608024.375000 Penalty: 2806.944336
	Iteration 10Q: 3 clusters Score -608024.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -608177.187500 Penalty: 2806.944336
	Iteration 11Q: 3 clusters Score -608177.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -608286.750000 Penalty: 2806.944336
	Iteration 12Q: 3 clusters Score -608286.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -608377.250000 Penalty: 2806.944336
	Iteration 13Q: 3 clusters Score -608377.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -608439.437500 Penalty: 2806.944336
	Iteration 14Q: 3 clusters Score -608439.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -608484.437500 Penalty: 2806.944336
	Iteration 15Q: 3 clusters Score -608484.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -608523.187500 Penalty: 2806.944336
	Iteration 16Q: 3 clusters Score -608523.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -608543.812500 Penalty: 2806.944336
	Iteration 17Q: 3 clusters Score -608543.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -608559.062500 Penalty: 2806.944336
	Iteration 18Q: 3 clusters Score -608559.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -608576.250000 Penalty: 2806.944336
	Iteration 19Q: 3 clusters Score -608576.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -608592.250000 Penalty: 2806.944336
	Iteration 20F: 3 clusters Score -608592.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -608608.250000 Penalty: 2806.944336
	Iteration 21Q: 3 clusters Score -608608.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -608620.625000 Penalty: 2806.944336
	Iteration 22Q: 3 clusters Score -608620.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -608632.375000 Penalty: 2806.944336
	Iteration 23Q: 3 clusters Score -608632.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -608639.875000 Penalty: 2806.944336
	Iteration 24Q: 3 clusters Score -608639.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -608648.562500 Penalty: 2806.944336
	Iteration 25Q: 3 clusters Score -608648.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -608653.250000 Penalty: 2806.944336
	Iteration 26Q: 3 clusters Score -608653.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -608657.187500 Penalty: 2806.944336
	Iteration 27Q: 3 clusters Score -608657.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -608661.500000 Penalty: 2806.944336
	Iteration 28Q: 3 clusters Score -608661.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -608665.437500 Penalty: 2806.944336
	Iteration 29Q: 3 clusters Score -608665.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -608669.062500 Penalty: 2806.944336
	Iteration 30Q: 3 clusters Score -608669.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -608674.062500 Penalty: 2806.944336
	Iteration 31Q: 3 clusters Score -608674.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -608677.187500 Penalty: 2806.944336
	Iteration 32Q: 3 clusters Score -608677.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -608679.562500 Penalty: 2806.944336
	Iteration 33Q: 3 clusters Score -608679.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -608679.437500 Penalty: 2806.944336
	Iteration 34Q: 3 clusters Score -608679.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -608683.000000 Penalty: 2806.944336
	Iteration 35Q: 3 clusters Score -608683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -608683.000000 Penalty: 2806.944336
	Iteration 36Q: 3 clusters Score -608683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -608683.562500 Penalty: 2806.944336
	Iteration 37Q: 3 clusters Score -608683.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -608684.312500 Penalty: 2806.944336
	Iteration 38Q: 3 clusters Score -608684.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -608684.312500 Penalty: 2806.944336
	Iteration 39F: 3 clusters Score -608684.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Entering Unmasked Estep 
Score: -374371.093750 Penalty: 1333.348022
	Iteration 0F: 2 clusters Score -374371.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -371235.968750 Penalty: 2666.696045
	Iteration 0F: 3 clusters Score -371236 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -372124.093750 Penalty: 2666.696045
	Iteration 1F: 3 clusters Score -372124.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -372326.125000 Penalty: 2666.696045
	Iteration 2F: 3 clusters Score -372326.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -372494.375000 Penalty: 2666.696045
	Iteration 3F: 3 clusters Score -372494.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -372628.593750 Penalty: 2666.696045
	Iteration 4F: 3 clusters Score -372628.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -372735.906250 Penalty: 2666.696045
	Iteration 5Q: 3 clusters Score -372735.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -372818.562500 Penalty: 2666.696045
	Iteration 6Q: 3 clusters Score -372818.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -372918.750000 Penalty: 2666.696045
	Iteration 7Q: 3 clusters Score -372918.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -373011.531250 Penalty: 2666.696045
	Iteration 8Q: 3 clusters Score -373011.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -373099.718750 Penalty: 2666.696045
	Iteration 9Q: 3 clusters Score -373099.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -373174.875000 Penalty: 2666.696045
	Iteration 10Q: 3 clusters Score -373174.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -373234.406250 Penalty: 2666.696045
	Iteration 11Q: 3 clusters Score -373234.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -373282.593750 Penalty: 2666.696045
	Iteration 12Q: 3 clusters Score -373282.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -373320.250000 Penalty: 2666.696045
	Iteration 13Q: 3 clusters Score -373320.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -373341.312500 Penalty: 2666.696045
	Iteration 14Q: 3 clusters Score -373341.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -373357.562500 Penalty: 2666.696045
	Iteration 15Q: 3 clusters Score -373357.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -373367.718750 Penalty: 2666.696045
	Iteration 16Q: 3 clusters Score -373367.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -373375.937500 Penalty: 2666.696045
	Iteration 17Q: 3 clusters Score -373375.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -373378.843750 Penalty: 2666.696045
	Iteration 18Q: 3 clusters Score -373378.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -373380.687500 Penalty: 2666.696045
	Iteration 19Q: 3 clusters Score -373380.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -373382.281250 Penalty: 2666.696045
	Iteration 20F: 3 clusters Score -373382.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -373383.468750 Penalty: 2666.696045
	Iteration 21Q: 3 clusters Score -373383.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -373384.750000 Penalty: 2666.696045
	Iteration 22Q: 3 clusters Score -373384.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -373384.531250 Penalty: 2666.696045
	Iteration 23Q: 3 clusters Score -373384.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -373384.531250 Penalty: 2666.696045
	Iteration 24F: 3 clusters Score -373384.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Entering Unmasked Estep 
Score: -742095.937500 Penalty: 1438.998901
	Iteration 0F: 2 clusters Score -742095.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -736796.687500 Penalty: 2877.997803
	Iteration 0F: 3 clusters Score -736796.7 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -738305.437500 Penalty: 2877.997803
	Iteration 1F: 3 clusters Score -738305.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -738538.562500 Penalty: 2877.997803
	Iteration 2F: 3 clusters Score -738538.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -738722.750000 Penalty: 2877.997803
	Iteration 3F: 3 clusters Score -738722.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -738862.000000 Penalty: 2877.997803
	Iteration 4Q: 3 clusters Score -738862 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -738997.687500 Penalty: 2877.997803
	Iteration 5Q: 3 clusters Score -738997.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -739125.187500 Penalty: 2877.997803
	Iteration 6Q: 3 clusters Score -739125.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -739251.562500 Penalty: 2877.997803
	Iteration 7Q: 3 clusters Score -739251.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -739374.125000 Penalty: 2877.997803
	Iteration 8Q: 3 clusters Score -739374.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -739528.062500 Penalty: 2877.997803
	Iteration 9Q: 3 clusters Score -739528.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -739723.062500 Penalty: 2877.997803
	Iteration 10Q: 3 clusters Score -739723.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -739956.625000 Penalty: 2877.997803
	Iteration 11Q: 3 clusters Score -739956.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -740198.687500 Penalty: 2877.997803
	Iteration 12Q: 3 clusters Score -740198.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -740434.437500 Penalty: 2877.997803
	Iteration 13Q: 3 clusters Score -740434.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -740618.937500 Penalty: 2877.997803
	Iteration 14Q: 3 clusters Score -740618.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -740781.875000 Penalty: 2877.997803
	Iteration 15Q: 3 clusters Score -740781.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -740924.312500 Penalty: 2877.997803
	Iteration 16Q: 3 clusters Score -740924.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -741064.562500 Penalty: 2877.997803
	Iteration 17Q: 3 clusters Score -741064.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -741195.562500 Penalty: 2877.997803
	Iteration 18Q: 3 clusters Score -741195.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -741347.625000 Penalty: 2877.997803
	Iteration 19Q: 3 clusters Score -741347.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -741496.000000 Penalty: 2877.997803
	Iteration 20F: 3 clusters Score -741496 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -741610.562500 Penalty: 2877.997803
	Iteration 21Q: 3 clusters Score -741610.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -741677.125000 Penalty: 2877.997803
	Iteration 22Q: 3 clusters Score -741677.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -741712.250000 Penalty: 2877.997803
	Iteration 23Q: 3 clusters Score -741712.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -741741.875000 Penalty: 2877.997803
	Iteration 24Q: 3 clusters Score -741741.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -741757.625000 Penalty: 2877.997803
	Iteration 25Q: 3 clusters Score -741757.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -741771.875000 Penalty: 2877.997803
	Iteration 26Q: 3 clusters Score -741771.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -741784.625000 Penalty: 2877.997803
	Iteration 27Q: 3 clusters Score -741784.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -741791.500000 Penalty: 2877.997803
	Iteration 28Q: 3 clusters Score -741791.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -741798.875000 Penalty: 2877.997803
	Iteration 29Q: 3 clusters Score -741798.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -741808.375000 Penalty: 2877.997803
	Iteration 30Q: 3 clusters Score -741808.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -741815.250000 Penalty: 2877.997803
	Iteration 31Q: 3 clusters Score -741815.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -741819.250000 Penalty: 2877.997803
	Iteration 32Q: 3 clusters Score -741819.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -741819.375000 Penalty: 2877.997803
	Iteration 33Q: 3 clusters Score -741819.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -741821.375000 Penalty: 2877.997803
	Iteration 34Q: 3 clusters Score -741821.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -741826.312500 Penalty: 2877.997803
	Iteration 35Q: 3 clusters Score -741826.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -741828.750000 Penalty: 2877.997803
	Iteration 36Q: 3 clusters Score -741828.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -741833.250000 Penalty: 2877.997803
	Iteration 37Q: 3 clusters Score -741833.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -741838.437500 Penalty: 2877.997803
	Iteration 38Q: 3 clusters Score -741838.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -741841.937500 Penalty: 2877.997803
	Iteration 39Q: 3 clusters Score -741841.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -741844.250000 Penalty: 2877.997803
	Iteration 40F: 3 clusters Score -741844.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -741845.000000 Penalty: 2877.997803
	Iteration 41Q: 3 clusters Score -741845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -741845.250000 Penalty: 2877.997803
	Iteration 42Q: 3 clusters Score -741845.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -741848.375000 Penalty: 2877.997803
	Iteration 43Q: 3 clusters Score -741848.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -741847.187500 Penalty: 2877.997803
	Iteration 44Q: 3 clusters Score -741847.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -741849.250000 Penalty: 2877.997803
	Iteration 45Q: 3 clusters Score -741849.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -741849.187500 Penalty: 2877.997803
	Iteration 46Q: 3 clusters Score -741849.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -741848.875000 Penalty: 2877.997803
	Iteration 47Q: 3 clusters Score -741848.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -741849.562500 Penalty: 2877.997803
	Iteration 48Q: 3 clusters Score -741849.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -741850.437500 Penalty: 2877.997803
	Iteration 49Q: 3 clusters Score -741850.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -741850.437500 Penalty: 2877.997803
	Iteration 50F: 3 clusters Score -741850.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -30329.216797 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -30329.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29407.371094 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -29407.37 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29469.554688 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -29469.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29516.423828 Penalty: 1871.643066
	Iteration 2Q: 3 clusters Score -29516.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29562.423828 Penalty: 1871.643066
	Iteration 3Q: 3 clusters Score -29562.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29579.789062 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -29579.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29586.064453 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -29586.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29587.957031 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -29587.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29590.193359 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -29590.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29590.193359 Penalty: 1871.643066
	Iteration 8F: 3 clusters Score -29590.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Entering Unmasked Estep 
Score: -128733.437500 Penalty: 1161.222534
	Iteration 0F: 2 clusters Score -128733.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -127105.359375 Penalty: 2322.445068
	Iteration 0F: 3 clusters Score -127105.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -127459.687500 Penalty: 2322.445068
	Iteration 1F: 3 clusters Score -127459.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -127531.460938 Penalty: 2322.445068
	Iteration 2F: 3 clusters Score -127531.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -127583.742188 Penalty: 2322.445068
	Iteration 3Q: 3 clusters Score -127583.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -127617.429688 Penalty: 2322.445068
	Iteration 4Q: 3 clusters Score -127617.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -127633.187500 Penalty: 2322.445068
	Iteration 5Q: 3 clusters Score -127633.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -127642.789062 Penalty: 2322.445068
	Iteration 6Q: 3 clusters Score -127642.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -127647.406250 Penalty: 2322.445068
	Iteration 7Q: 3 clusters Score -127647.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -127650.625000 Penalty: 2322.445068
	Iteration 8Q: 3 clusters Score -127650.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -127652.398438 Penalty: 2322.445068
	Iteration 9Q: 3 clusters Score -127652.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -127656.812500 Penalty: 2322.445068
	Iteration 10Q: 3 clusters Score -127656.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -127658.554688 Penalty: 2322.445068
	Iteration 11Q: 3 clusters Score -127658.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -127658.632812 Penalty: 2322.445068
	Iteration 12Q: 3 clusters Score -127658.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -127658.632812 Penalty: 2322.445068
	Iteration 13F: 3 clusters Score -127658.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -12275.258789 Penalty: 839.277710
	Iteration 0F: 2 clusters Score -12275.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11607.682617 Penalty: 1678.555420
	Iteration 0F: 3 clusters Score -11607.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11701.471680 Penalty: 1678.555420
	Iteration 1F: 3 clusters Score -11701.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11745.567383 Penalty: 1678.555420
	Iteration 2Q: 3 clusters Score -11745.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11811.168945 Penalty: 1678.555420
	Iteration 3Q: 3 clusters Score -11811.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11898.123047 Penalty: 1678.555420
	Iteration 4F: 3 clusters Score -11898.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11954.519531 Penalty: 1678.555420
	Iteration 5Q: 3 clusters Score -11954.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11980.356445 Penalty: 1678.555420
	Iteration 6Q: 3 clusters Score -11980.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11997.416016 Penalty: 1678.555420
	Iteration 7Q: 3 clusters Score -11997.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12032.312500 Penalty: 1678.555420
	Iteration 8Q: 3 clusters Score -12032.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12086.866211 Penalty: 1678.555420
	Iteration 9Q: 3 clusters Score -12086.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12158.243164 Penalty: 1678.555420
	Iteration 10Q: 3 clusters Score -12158.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12193.947266 Penalty: 1678.555420
	Iteration 11Q: 3 clusters Score -12193.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12256.465820 Penalty: 1678.555420
	Iteration 12Q: 3 clusters Score -12256.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12283.950195 Penalty: 1678.555420
	Iteration 13Q: 3 clusters Score -12283.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12284.618164 Penalty: 1678.555420
	Iteration 14F: 3 clusters Score -12284.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12311.510742 Penalty: 1678.555420
	Iteration 15Q: 3 clusters Score -12311.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12357.272461 Penalty: 1678.555420
	Iteration 16Q: 3 clusters Score -12357.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12357.272461 Penalty: 1678.555420
	Iteration 17F: 3 clusters Score -12357.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 14100 members 
Mstep: Class 3 contains 5365 members 
Mstep: Class 4 contains 20293 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2489 members 
Mstep: Class 7 contains 12289 members 
Mstep: Class 8 contains 16156 members 
Mstep: Class 9 contains 1621 members 
Mstep: Class 10 contains 15233 members 
Mstep: Class 11 contains 28394 members 
Mstep: Class 12 contains 16845 members 
Mstep: Class 13 contains 130556 members 
Mstep: Class 14 contains 26394 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24348 members 
Mstep: Class 17 contains 39228 members 
Mstep: Class 18 contains 168347 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 992 members 
Mstep: Class 21 contains 30310 members 
Mstep: Class 22 contains 10316 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 18436 members 
Mstep: Class 25 contains 5991 members 
Mstep: Class 26 contains 1720 members 
Mstep: Class 27 contains 5635 members 
Mstep: Class 28 contains 3660 members 
Mstep: Class 29 contains 7012 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 1269 members 
Mstep: Class 32 contains 78 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 6062 members 
Mstep: Class 35 contains 4922 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 2545 members 
Mstep: Class 38 contains 97 members 
Entering Unmasked Estep 
Score: -65952756.000000 Penalty: 82568.109375
Splitting cluster 32 changes total score from -65953092.000000 to -65952756.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -108687.421875 Penalty: 1146.207642
	Iteration 0F: 2 clusters Score -108687.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -107229.179688 Penalty: 2292.415283
	Iteration 0F: 3 clusters Score -107229.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -107679.953125 Penalty: 2292.415283
	Iteration 1F: 3 clusters Score -107680 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -108097.054688 Penalty: 2292.415283
	Iteration 2F: 3 clusters Score -108097.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -108531.945312 Penalty: 2292.415283
	Iteration 3F: 3 clusters Score -108531.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -108824.078125 Penalty: 2292.415283
	Iteration 4F: 3 clusters Score -108824.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -108939.492188 Penalty: 2292.415283
	Iteration 5Q: 3 clusters Score -108939.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -108981.734375 Penalty: 2292.415283
	Iteration 6Q: 3 clusters Score -108981.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -109001.093750 Penalty: 2292.415283
	Iteration 7Q: 3 clusters Score -109001.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -109011.671875 Penalty: 2292.415283
	Iteration 8Q: 3 clusters Score -109011.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -109016.117188 Penalty: 2292.415283
	Iteration 9Q: 3 clusters Score -109016.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -109021.296875 Penalty: 2292.415283
	Iteration 10Q: 3 clusters Score -109021.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -109021.296875 Penalty: 2292.415283
	Iteration 11F: 3 clusters Score -109021.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 14100 members 
Mstep: Class 3 contains 5365 members 
Mstep: Class 4 contains 20293 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2489 members 
Mstep: Class 7 contains 12289 members 
Mstep: Class 8 contains 16156 members 
Mstep: Class 9 contains 1621 members 
Mstep: Class 10 contains 15233 members 
Mstep: Class 11 contains 28394 members 
Mstep: Class 12 contains 16845 members 
Mstep: Class 13 contains 130556 members 
Mstep: Class 14 contains 26394 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24348 members 
Mstep: Class 17 contains 39228 members 
Mstep: Class 18 contains 168347 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 992 members 
Mstep: Class 21 contains 30310 members 
Mstep: Class 22 contains 10316 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 18436 members 
Mstep: Class 25 contains 5991 members 
Mstep: Class 26 contains 1720 members 
Mstep: Class 27 contains 5635 members 
Mstep: Class 28 contains 3660 members 
Mstep: Class 29 contains 7012 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 1269 members 
Mstep: Class 32 contains 175 members 
Mstep: Class 33 contains 297 members 
Mstep: Class 34 contains 6062 members 
Mstep: Class 35 contains 4922 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 2545 members 
Mstep: Class 38 contains 860 members 
Entering Unmasked Estep 
Score: -65953360.000000 Penalty: 82568.109375
Splitting cluster 33 changes total score from -65953092.000000 to -65953360.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 34 (6062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Entering Unmasked Estep 
Score: -582584.687500 Penalty: 1415.341675
	Iteration 0F: 2 clusters Score -582584.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -577911.937500 Penalty: 2830.683350
	Iteration 0F: 3 clusters Score -577911.9 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -579397.750000 Penalty: 2830.683350
	Iteration 1F: 3 clusters Score -579397.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -579681.062500 Penalty: 2830.683350
	Iteration 2F: 3 clusters Score -579681.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -579913.687500 Penalty: 2830.683350
	Iteration 3F: 3 clusters Score -579913.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -580140.375000 Penalty: 2830.683350
	Iteration 4F: 3 clusters Score -580140.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -580332.562500 Penalty: 2830.683350
	Iteration 5F: 3 clusters Score -580332.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -580518.750000 Penalty: 2830.683350
	Iteration 6Q: 3 clusters Score -580518.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -580690.375000 Penalty: 2830.683350
	Iteration 7Q: 3 clusters Score -580690.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -580840.875000 Penalty: 2830.683350
	Iteration 8Q: 3 clusters Score -580840.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -580971.687500 Penalty: 2830.683350
	Iteration 9Q: 3 clusters Score -580971.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -581089.000000 Penalty: 2830.683350
	Iteration 10Q: 3 clusters Score -581089 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -581216.687500 Penalty: 2830.683350
	Iteration 11Q: 3 clusters Score -581216.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -581346.812500 Penalty: 2830.683350
	Iteration 12Q: 3 clusters Score -581346.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -581462.750000 Penalty: 2830.683350
	Iteration 13Q: 3 clusters Score -581462.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -581561.812500 Penalty: 2830.683350
	Iteration 14Q: 3 clusters Score -581561.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -581633.750000 Penalty: 2830.683350
	Iteration 15Q: 3 clusters Score -581633.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -581676.000000 Penalty: 2830.683350
	Iteration 16Q: 3 clusters Score -581676 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -581707.125000 Penalty: 2830.683350
	Iteration 17Q: 3 clusters Score -581707.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -581728.562500 Penalty: 2830.683350
	Iteration 18Q: 3 clusters Score -581728.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -581736.750000 Penalty: 2830.683350
	Iteration 19Q: 3 clusters Score -581736.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -581743.625000 Penalty: 2830.683350
	Iteration 20F: 3 clusters Score -581743.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -581748.187500 Penalty: 2830.683350
	Iteration 21Q: 3 clusters Score -581748.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -581754.312500 Penalty: 2830.683350
	Iteration 22Q: 3 clusters Score -581754.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -581760.812500 Penalty: 2830.683350
	Iteration 23Q: 3 clusters Score -581760.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -581763.875000 Penalty: 2830.683350
	Iteration 24Q: 3 clusters Score -581763.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -581768.437500 Penalty: 2830.683350
	Iteration 25Q: 3 clusters Score -581768.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -581771.875000 Penalty: 2830.683350
	Iteration 26Q: 3 clusters Score -581771.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -581773.250000 Penalty: 2830.683350
	Iteration 27Q: 3 clusters Score -581773.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -581775.625000 Penalty: 2830.683350
	Iteration 28Q: 3 clusters Score -581775.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -581777.937500 Penalty: 2830.683350
	Iteration 29Q: 3 clusters Score -581777.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -581779.062500 Penalty: 2830.683350
	Iteration 30Q: 3 clusters Score -581779.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -581782.437500 Penalty: 2830.683350
	Iteration 31Q: 3 clusters Score -581782.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -581784.625000 Penalty: 2830.683350
	Iteration 32Q: 3 clusters Score -581784.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -581786.000000 Penalty: 2830.683350
	Iteration 33Q: 3 clusters Score -581786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -581788.875000 Penalty: 2830.683350
	Iteration 34Q: 3 clusters Score -581788.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -581789.937500 Penalty: 2830.683350
	Iteration 35Q: 3 clusters Score -581789.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -581791.687500 Penalty: 2830.683350
	Iteration 36Q: 3 clusters Score -581791.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -581792.562500 Penalty: 2830.683350
	Iteration 37Q: 3 clusters Score -581792.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -581791.875000 Penalty: 2830.683350
	Iteration 38Q: 3 clusters Score -581791.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -581791.875000 Penalty: 2830.683350
	Iteration 39Q: 3 clusters Score -581791.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -581793.000000 Penalty: 2830.683350
	Iteration 40F: 3 clusters Score -581793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -581795.437500 Penalty: 2830.683350
	Iteration 41Q: 3 clusters Score -581795.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -581798.812500 Penalty: 2830.683350
	Iteration 42Q: 3 clusters Score -581798.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -581802.562500 Penalty: 2830.683350
	Iteration 43Q: 3 clusters Score -581802.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -581805.500000 Penalty: 2830.683350
	Iteration 44Q: 3 clusters Score -581805.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -581807.187500 Penalty: 2830.683350
	Iteration 45Q: 3 clusters Score -581807.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -581808.687500 Penalty: 2830.683350
	Iteration 46Q: 3 clusters Score -581808.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -581810.562500 Penalty: 2830.683350
	Iteration 47Q: 3 clusters Score -581810.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -581811.875000 Penalty: 2830.683350
	Iteration 48Q: 3 clusters Score -581811.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -581816.312500 Penalty: 2830.683350
	Iteration 49Q: 3 clusters Score -581816.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -581822.375000 Penalty: 2830.683350
	Iteration 50Q: 3 clusters Score -581822.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -581826.312500 Penalty: 2830.683350
	Iteration 51Q: 3 clusters Score -581826.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -581832.000000 Penalty: 2830.683350
	Iteration 52Q: 3 clusters Score -581832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -581836.375000 Penalty: 2830.683350
	Iteration 53Q: 3 clusters Score -581836.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -581840.750000 Penalty: 2830.683350
	Iteration 54Q: 3 clusters Score -581840.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -581843.875000 Penalty: 2830.683350
	Iteration 55Q: 3 clusters Score -581843.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -581844.375000 Penalty: 2830.683350
	Iteration 56Q: 3 clusters Score -581844.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -581846.437500 Penalty: 2830.683350
	Iteration 57Q: 3 clusters Score -581846.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -581848.625000 Penalty: 2830.683350
	Iteration 58Q: 3 clusters Score -581848.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -581850.125000 Penalty: 2830.683350
	Iteration 59Q: 3 clusters Score -581850.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -581850.625000 Penalty: 2830.683350
	Iteration 60F: 3 clusters Score -581850.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -581852.187500 Penalty: 2830.683350
	Iteration 61Q: 3 clusters Score -581852.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -581852.875000 Penalty: 2830.683350
	Iteration 62Q: 3 clusters Score -581852.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -581852.437500 Penalty: 2830.683350
	Iteration 63Q: 3 clusters Score -581852.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -581852.625000 Penalty: 2830.683350
	Iteration 64Q: 3 clusters Score -581852.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -581853.500000 Penalty: 2830.683350
	Iteration 65Q: 3 clusters Score -581853.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -581853.500000 Penalty: 2830.683350
	Iteration 66F: 3 clusters Score -581853.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Entering Unmasked Estep 
Score: -512222.468750 Penalty: 1381.489014
	Iteration 0F: 2 clusters Score -512222.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -508295.500000 Penalty: 2762.978027
	Iteration 0F: 3 clusters Score -508295.5 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -509375.843750 Penalty: 2762.978027
	Iteration 1F: 3 clusters Score -509375.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -509560.156250 Penalty: 2762.978027
	Iteration 2F: 3 clusters Score -509560.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -509696.218750 Penalty: 2762.978027
	Iteration 3F: 3 clusters Score -509696.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -509823.781250 Penalty: 2762.978027
	Iteration 4Q: 3 clusters Score -509823.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -509951.843750 Penalty: 2762.978027
	Iteration 5Q: 3 clusters Score -509951.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -510075.656250 Penalty: 2762.978027
	Iteration 6Q: 3 clusters Score -510075.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -510201.906250 Penalty: 2762.978027
	Iteration 7Q: 3 clusters Score -510201.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -510337.718750 Penalty: 2762.978027
	Iteration 8Q: 3 clusters Score -510337.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -510473.468750 Penalty: 2762.978027
	Iteration 9Q: 3 clusters Score -510473.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -510632.593750 Penalty: 2762.978027
	Iteration 10Q: 3 clusters Score -510632.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -510799.656250 Penalty: 2762.978027
	Iteration 11Q: 3 clusters Score -510799.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -510936.218750 Penalty: 2762.978027
	Iteration 12Q: 3 clusters Score -510936.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -511038.125000 Penalty: 2762.978027
	Iteration 13Q: 3 clusters Score -511038.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -511117.218750 Penalty: 2762.978027
	Iteration 14Q: 3 clusters Score -511117.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -511175.125000 Penalty: 2762.978027
	Iteration 15Q: 3 clusters Score -511175.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -511219.343750 Penalty: 2762.978027
	Iteration 16Q: 3 clusters Score -511219.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -511253.218750 Penalty: 2762.978027
	Iteration 17Q: 3 clusters Score -511253.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -511275.437500 Penalty: 2762.978027
	Iteration 18Q: 3 clusters Score -511275.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -511285.718750 Penalty: 2762.978027
	Iteration 19Q: 3 clusters Score -511285.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -511291.406250 Penalty: 2762.978027
	Iteration 20F: 3 clusters Score -511291.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -511297.812500 Penalty: 2762.978027
	Iteration 21Q: 3 clusters Score -511297.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -511303.093750 Penalty: 2762.978027
	Iteration 22Q: 3 clusters Score -511303.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -511306.375000 Penalty: 2762.978027
	Iteration 23Q: 3 clusters Score -511306.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -511307.875000 Penalty: 2762.978027
	Iteration 24Q: 3 clusters Score -511307.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -511309.468750 Penalty: 2762.978027
	Iteration 25Q: 3 clusters Score -511309.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -511308.562500 Penalty: 2762.978027
	Iteration 26Q: 3 clusters Score -511308.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -511308.875000 Penalty: 2762.978027
	Iteration 27Q: 3 clusters Score -511308.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -511308.875000 Penalty: 2762.978027
	Iteration 28F: 3 clusters Score -511308.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 14100 members 
Mstep: Class 3 contains 5365 members 
Mstep: Class 4 contains 20293 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2489 members 
Mstep: Class 7 contains 12289 members 
Mstep: Class 8 contains 16156 members 
Mstep: Class 9 contains 1621 members 
Mstep: Class 10 contains 15233 members 
Mstep: Class 11 contains 28394 members 
Mstep: Class 12 contains 16845 members 
Mstep: Class 13 contains 130556 members 
Mstep: Class 14 contains 26394 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24348 members 
Mstep: Class 17 contains 39228 members 
Mstep: Class 18 contains 168347 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 992 members 
Mstep: Class 21 contains 30310 members 
Mstep: Class 22 contains 10316 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 18436 members 
Mstep: Class 25 contains 5991 members 
Mstep: Class 26 contains 1720 members 
Mstep: Class 27 contains 5635 members 
Mstep: Class 28 contains 3660 members 
Mstep: Class 29 contains 7012 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 1269 members 
Mstep: Class 32 contains 175 members 
Mstep: Class 33 contains 297 members 
Mstep: Class 34 contains 6062 members 
Mstep: Class 35 contains 4922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65953764.000000 Penalty: 82568.109375
Iteration 119Q: 39 clusters Score -6.595376e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 14085 members 
Mstep: Class 3 contains 5365 members 
Mstep: Class 4 contains 20283 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2491 members 
Mstep: Class 7 contains 12297 members 
Mstep: Class 8 contains 16123 members 
Mstep: Class 9 contains 1608 members 
Mstep: Class 10 contains 15234 members 
Mstep: Class 11 contains 28377 members 
Mstep: Class 12 contains 16836 members 
Mstep: Class 13 contains 130566 members 
Mstep: Class 14 contains 26430 members 
Mstep: Class 15 contains 10740 members 
Mstep: Class 16 contains 24352 members 
Mstep: Class 17 contains 39223 members 
Mstep: Class 18 contains 168341 members 
Mstep: Class 19 contains 4014 members 
Mstep: Class 20 contains 1021 members 
Mstep: Class 21 contains 30303 members 
Mstep: Class 22 contains 10362 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 18422 members 
Mstep: Class 25 contains 6014 members 
Mstep: Class 26 contains 1720 members 
Mstep: Class 27 contains 5635 members 
Mstep: Class 28 contains 3663 members 
Mstep: Class 29 contains 7014 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 1269 members 
Mstep: Class 32 contains 175 members 
Mstep: Class 33 contains 303 members 
Mstep: Class 34 contains 6076 members 
Mstep: Class 35 contains 4960 members 
Mstep: Class 36 contains 1049 members 
Mstep: Class 37 contains 2514 members 
Mstep: Class 38 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65954460.000000 Penalty: 82568.109375
Iteration 120F: 39 clusters Score -6.595446e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 14051 members 
Mstep: Class 3 contains 5364 members 
Mstep: Class 4 contains 20282 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2493 members 
Mstep: Class 7 contains 12304 members 
Mstep: Class 8 contains 16087 members 
Mstep: Class 9 contains 1598 members 
Mstep: Class 10 contains 15233 members 
Mstep: Class 11 contains 28371 members 
Mstep: Class 12 contains 16838 members 
Mstep: Class 13 contains 130573 members 
Mstep: Class 14 contains 26457 members 
Mstep: Class 15 contains 10742 members 
Mstep: Class 16 contains 24352 members 
Mstep: Class 17 contains 39216 members 
Mstep: Class 18 contains 168338 members 
Mstep: Class 19 contains 4009 members 
Mstep: Class 20 contains 1031 members 
Mstep: Class 21 contains 30296 members 
Mstep: Class 22 contains 10369 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 18419 members 
Mstep: Class 25 contains 5999 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5630 members 
Mstep: Class 28 contains 3662 members 
Mstep: Class 29 contains 7016 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 1279 members 
Mstep: Class 32 contains 183 members 
Mstep: Class 33 contains 304 members 
Mstep: Class 34 contains 6082 members 
Mstep: Class 35 contains 4976 members 
Mstep: Class 36 contains 1099 members 
Mstep: Class 37 contains 2513 members 
Mstep: Class 38 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65954868.000000 Penalty: 82568.109375
Iteration 121Q: 39 clusters Score -6.595487e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 14020 members 
Mstep: Class 3 contains 5363 members 
Mstep: Class 4 contains 20278 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 12312 members 
Mstep: Class 8 contains 16052 members 
Mstep: Class 9 contains 1607 members 
Mstep: Class 10 contains 15225 members 
Mstep: Class 11 contains 28361 members 
Mstep: Class 12 contains 16836 members 
Mstep: Class 13 contains 130576 members 
Mstep: Class 14 contains 26497 members 
Mstep: Class 15 contains 10746 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 39207 members 
Mstep: Class 18 contains 168336 members 
Mstep: Class 19 contains 4003 members 
Mstep: Class 20 contains 1036 members 
Mstep: Class 21 contains 30287 members 
Mstep: Class 22 contains 10368 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 18415 members 
Mstep: Class 25 contains 5989 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5626 members 
Mstep: Class 28 contains 3659 members 
Mstep: Class 29 contains 7018 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1291 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 308 members 
Mstep: Class 34 contains 6092 members 
Mstep: Class 35 contains 4998 members 
Mstep: Class 36 contains 1123 members 
Mstep: Class 37 contains 2514 members 
Mstep: Class 38 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65954988.000000 Penalty: 82568.109375
Iteration 122Q: 39 clusters Score -6.595499e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13999 members 
Mstep: Class 3 contains 5364 members 
Mstep: Class 4 contains 20275 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 12320 members 
Mstep: Class 8 contains 16020 members 
Mstep: Class 9 contains 1618 members 
Mstep: Class 10 contains 15216 members 
Mstep: Class 11 contains 28347 members 
Mstep: Class 12 contains 16838 members 
Mstep: Class 13 contains 130577 members 
Mstep: Class 14 contains 26540 members 
Mstep: Class 15 contains 10744 members 
Mstep: Class 16 contains 24352 members 
Mstep: Class 17 contains 39198 members 
Mstep: Class 18 contains 168333 members 
Mstep: Class 19 contains 3997 members 
Mstep: Class 20 contains 1044 members 
Mstep: Class 21 contains 30282 members 
Mstep: Class 22 contains 10372 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 18418 members 
Mstep: Class 25 contains 5978 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5620 members 
Mstep: Class 28 contains 3653 members 
Mstep: Class 29 contains 7015 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1299 members 
Mstep: Class 32 contains 177 members 
Mstep: Class 33 contains 310 members 
Mstep: Class 34 contains 6103 members 
Mstep: Class 35 contains 5014 members 
Mstep: Class 36 contains 1136 members 
Mstep: Class 37 contains 2513 members 
Mstep: Class 38 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955024.000000 Penalty: 82568.109375
Iteration 123Q: 39 clusters Score -6.595502e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 13980 members 
Mstep: Class 3 contains 5364 members 
Mstep: Class 4 contains 20273 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 12336 members 
Mstep: Class 8 contains 15978 members 
Mstep: Class 9 contains 1642 members 
Mstep: Class 10 contains 15205 members 
Mstep: Class 11 contains 28336 members 
Mstep: Class 12 contains 16841 members 
Mstep: Class 13 contains 130578 members 
Mstep: Class 14 contains 26584 members 
Mstep: Class 15 contains 10744 members 
Mstep: Class 16 contains 24351 members 
Mstep: Class 17 contains 39188 members 
Mstep: Class 18 contains 168330 members 
Mstep: Class 19 contains 3982 members 
Mstep: Class 20 contains 1048 members 
Mstep: Class 21 contains 30278 members 
Mstep: Class 22 contains 10373 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 18415 members 
Mstep: Class 25 contains 5969 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5617 members 
Mstep: Class 28 contains 3652 members 
Mstep: Class 29 contains 7010 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 177 members 
Mstep: Class 33 contains 312 members 
Mstep: Class 34 contains 6116 members 
Mstep: Class 35 contains 5028 members 
Mstep: Class 36 contains 1140 members 
Mstep: Class 37 contains 2518 members 
Mstep: Class 38 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955112.000000 Penalty: 82568.109375
Iteration 124Q: 39 clusters Score -6.595511e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 13959 members 
Mstep: Class 3 contains 5364 members 
Mstep: Class 4 contains 20269 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 12347 members 
Mstep: Class 8 contains 15937 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 15198 members 
Mstep: Class 11 contains 28327 members 
Mstep: Class 12 contains 16839 members 
Mstep: Class 13 contains 130588 members 
Mstep: Class 14 contains 26626 members 
Mstep: Class 15 contains 10743 members 
Mstep: Class 16 contains 24353 members 
Mstep: Class 17 contains 39180 members 
Mstep: Class 18 contains 168323 members 
Mstep: Class 19 contains 3976 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 30269 members 
Mstep: Class 22 contains 10372 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 18420 members 
Mstep: Class 25 contains 5961 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5615 members 
Mstep: Class 28 contains 3652 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 177 members 
Mstep: Class 33 contains 316 members 
Mstep: Class 34 contains 6119 members 
Mstep: Class 35 contains 5050 members 
Mstep: Class 36 contains 1141 members 
Mstep: Class 37 contains 2523 members 
Mstep: Class 38 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955076.000000 Penalty: 82568.109375
Iteration 125Q: 39 clusters Score -6.595508e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13946 members 
Mstep: Class 3 contains 5363 members 
Mstep: Class 4 contains 20266 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 12354 members 
Mstep: Class 8 contains 15901 members 
Mstep: Class 9 contains 1661 members 
Mstep: Class 10 contains 15191 members 
Mstep: Class 11 contains 28317 members 
Mstep: Class 12 contains 16838 members 
Mstep: Class 13 contains 130596 members 
Mstep: Class 14 contains 26657 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24360 members 
Mstep: Class 17 contains 39169 members 
Mstep: Class 18 contains 168317 members 
Mstep: Class 19 contains 3972 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 30268 members 
Mstep: Class 22 contains 10372 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 18419 members 
Mstep: Class 25 contains 5959 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5616 members 
Mstep: Class 28 contains 3652 members 
Mstep: Class 29 contains 7009 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1301 members 
Mstep: Class 32 contains 177 members 
Mstep: Class 33 contains 321 members 
Mstep: Class 34 contains 6123 members 
Mstep: Class 35 contains 5071 members 
Mstep: Class 36 contains 1143 members 
Mstep: Class 37 contains 2525 members 
Mstep: Class 38 contains 851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955056.000000 Penalty: 82568.109375
Iteration 126Q: 39 clusters Score -6.595506e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 13934 members 
Mstep: Class 3 contains 5363 members 
Mstep: Class 4 contains 20264 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2531 members 
Mstep: Class 7 contains 12360 members 
Mstep: Class 8 contains 15876 members 
Mstep: Class 9 contains 1666 members 
Mstep: Class 10 contains 15184 members 
Mstep: Class 11 contains 28313 members 
Mstep: Class 12 contains 16842 members 
Mstep: Class 13 contains 130588 members 
Mstep: Class 14 contains 26685 members 
Mstep: Class 15 contains 10740 members 
Mstep: Class 16 contains 24364 members 
Mstep: Class 17 contains 39157 members 
Mstep: Class 18 contains 168310 members 
Mstep: Class 19 contains 3969 members 
Mstep: Class 20 contains 1053 members 
Mstep: Class 21 contains 30266 members 
Mstep: Class 22 contains 10372 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 18423 members 
Mstep: Class 25 contains 5961 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5616 members 
Mstep: Class 28 contains 3650 members 
Mstep: Class 29 contains 7008 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1301 members 
Mstep: Class 32 contains 177 members 
Mstep: Class 33 contains 328 members 
Mstep: Class 34 contains 6135 members 
Mstep: Class 35 contains 5080 members 
Mstep: Class 36 contains 1144 members 
Mstep: Class 37 contains 2526 members 
Mstep: Class 38 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955064.000000 Penalty: 82568.109375
Iteration 127Q: 39 clusters Score -6.595506e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 13927 members 
Mstep: Class 3 contains 5363 members 
Mstep: Class 4 contains 20262 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 12370 members 
Mstep: Class 8 contains 15846 members 
Mstep: Class 9 contains 1670 members 
Mstep: Class 10 contains 15178 members 
Mstep: Class 11 contains 28307 members 
Mstep: Class 12 contains 16840 members 
Mstep: Class 13 contains 130588 members 
Mstep: Class 14 contains 26705 members 
Mstep: Class 15 contains 10740 members 
Mstep: Class 16 contains 24365 members 
Mstep: Class 17 contains 39151 members 
Mstep: Class 18 contains 168306 members 
Mstep: Class 19 contains 3963 members 
Mstep: Class 20 contains 1053 members 
Mstep: Class 21 contains 30267 members 
Mstep: Class 22 contains 10371 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 18428 members 
Mstep: Class 25 contains 5967 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5616 members 
Mstep: Class 28 contains 3651 members 
Mstep: Class 29 contains 7010 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1301 members 
Mstep: Class 32 contains 177 members 
Mstep: Class 33 contains 329 members 
Mstep: Class 34 contains 6140 members 
Mstep: Class 35 contains 5082 members 
Mstep: Class 36 contains 1146 members 
Mstep: Class 37 contains 2532 members 
Mstep: Class 38 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65954944.000000 Penalty: 82568.109375
Iteration 128Q: 39 clusters Score -6.595494e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 13917 members 
Mstep: Class 3 contains 5363 members 
Mstep: Class 4 contains 20263 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2540 members 
Mstep: Class 7 contains 12383 members 
Mstep: Class 8 contains 15822 members 
Mstep: Class 9 contains 1673 members 
Mstep: Class 10 contains 15174 members 
Mstep: Class 11 contains 28305 members 
Mstep: Class 12 contains 16839 members 
Mstep: Class 13 contains 130591 members 
Mstep: Class 14 contains 26719 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24366 members 
Mstep: Class 17 contains 39146 members 
Mstep: Class 18 contains 168299 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 30264 members 
Mstep: Class 22 contains 10370 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 18423 members 
Mstep: Class 25 contains 5972 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5617 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7013 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1301 members 
Mstep: Class 32 contains 177 members 
Mstep: Class 33 contains 332 members 
Mstep: Class 34 contains 6143 members 
Mstep: Class 35 contains 5087 members 
Mstep: Class 36 contains 1148 members 
Mstep: Class 37 contains 2535 members 
Mstep: Class 38 contains 847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65954904.000000 Penalty: 82568.109375
Iteration 129Q: 39 clusters Score -6.59549e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 13913 members 
Mstep: Class 3 contains 5363 members 
Mstep: Class 4 contains 20259 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2543 members 
Mstep: Class 7 contains 12388 members 
Mstep: Class 8 contains 15797 members 
Mstep: Class 9 contains 1673 members 
Mstep: Class 10 contains 15173 members 
Mstep: Class 11 contains 28303 members 
Mstep: Class 12 contains 16840 members 
Mstep: Class 13 contains 130591 members 
Mstep: Class 14 contains 26732 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24370 members 
Mstep: Class 17 contains 39139 members 
Mstep: Class 18 contains 168297 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 1054 members 
Mstep: Class 21 contains 30258 members 
Mstep: Class 22 contains 10370 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 18426 members 
Mstep: Class 25 contains 5977 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5617 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7015 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1301 members 
Mstep: Class 32 contains 177 members 
Mstep: Class 33 contains 333 members 
Mstep: Class 34 contains 6152 members 
Mstep: Class 35 contains 5090 members 
Mstep: Class 36 contains 1149 members 
Mstep: Class 37 contains 2535 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955000.000000 Penalty: 82568.109375
Iteration 130Q: 39 clusters Score -6.5955e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 13905 members 
Mstep: Class 3 contains 5363 members 
Mstep: Class 4 contains 20255 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2546 members 
Mstep: Class 7 contains 12391 members 
Mstep: Class 8 contains 15778 members 
Mstep: Class 9 contains 1668 members 
Mstep: Class 10 contains 15174 members 
Mstep: Class 11 contains 28301 members 
Mstep: Class 12 contains 16838 members 
Mstep: Class 13 contains 130593 members 
Mstep: Class 14 contains 26750 members 
Mstep: Class 15 contains 10743 members 
Mstep: Class 16 contains 24375 members 
Mstep: Class 17 contains 39133 members 
Mstep: Class 18 contains 168296 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 1055 members 
Mstep: Class 21 contains 30251 members 
Mstep: Class 22 contains 10371 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 18428 members 
Mstep: Class 25 contains 5980 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5617 members 
Mstep: Class 28 contains 3655 members 
Mstep: Class 29 contains 7014 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1300 members 
Mstep: Class 32 contains 177 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 6158 members 
Mstep: Class 35 contains 5097 members 
Mstep: Class 36 contains 1150 members 
Mstep: Class 37 contains 2535 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65954980.000000 Penalty: 82568.109375
Iteration 131Q: 39 clusters Score -6.595498e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 13896 members 
Mstep: Class 3 contains 5363 members 
Mstep: Class 4 contains 20249 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2550 members 
Mstep: Class 7 contains 12392 members 
Mstep: Class 8 contains 15764 members 
Mstep: Class 9 contains 1661 members 
Mstep: Class 10 contains 15173 members 
Mstep: Class 11 contains 28299 members 
Mstep: Class 12 contains 16838 members 
Mstep: Class 13 contains 130591 members 
Mstep: Class 14 contains 26779 members 
Mstep: Class 15 contains 10745 members 
Mstep: Class 16 contains 24375 members 
Mstep: Class 17 contains 39131 members 
Mstep: Class 18 contains 168285 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 1059 members 
Mstep: Class 21 contains 30247 members 
Mstep: Class 22 contains 10371 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 18429 members 
Mstep: Class 25 contains 5979 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5617 members 
Mstep: Class 28 contains 3657 members 
Mstep: Class 29 contains 7015 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1301 members 
Mstep: Class 32 contains 177 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 6164 members 
Mstep: Class 35 contains 5104 members 
Mstep: Class 36 contains 1150 members 
Mstep: Class 37 contains 2536 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955012.000000 Penalty: 82568.109375
Iteration 132Q: 39 clusters Score -6.595501e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 5363 members 
Mstep: Class 4 contains 20250 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 12393 members 
Mstep: Class 8 contains 15747 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 15171 members 
Mstep: Class 11 contains 28295 members 
Mstep: Class 12 contains 16837 members 
Mstep: Class 13 contains 130588 members 
Mstep: Class 14 contains 26805 members 
Mstep: Class 15 contains 10746 members 
Mstep: Class 16 contains 24377 members 
Mstep: Class 17 contains 39129 members 
Mstep: Class 18 contains 168280 members 
Mstep: Class 19 contains 3954 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 30243 members 
Mstep: Class 22 contains 10372 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 18430 members 
Mstep: Class 25 contains 5976 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5617 members 
Mstep: Class 28 contains 3655 members 
Mstep: Class 29 contains 7013 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 178 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 6169 members 
Mstep: Class 35 contains 5112 members 
Mstep: Class 36 contains 1150 members 
Mstep: Class 37 contains 2537 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955104.000000 Penalty: 82568.109375
Iteration 133Q: 39 clusters Score -6.59551e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 5362 members 
Mstep: Class 4 contains 20246 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2555 members 
Mstep: Class 7 contains 12397 members 
Mstep: Class 8 contains 15732 members 
Mstep: Class 9 contains 1659 members 
Mstep: Class 10 contains 15169 members 
Mstep: Class 11 contains 28289 members 
Mstep: Class 12 contains 16841 members 
Mstep: Class 13 contains 130587 members 
Mstep: Class 14 contains 26834 members 
Mstep: Class 15 contains 10746 members 
Mstep: Class 16 contains 24374 members 
Mstep: Class 17 contains 39129 members 
Mstep: Class 18 contains 168276 members 
Mstep: Class 19 contains 3950 members 
Mstep: Class 20 contains 1060 members 
Mstep: Class 21 contains 30236 members 
Mstep: Class 22 contains 10373 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 5978 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5616 members 
Mstep: Class 28 contains 3655 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 178 members 
Mstep: Class 33 contains 335 members 
Mstep: Class 34 contains 6170 members 
Mstep: Class 35 contains 5119 members 
Mstep: Class 36 contains 1151 members 
Mstep: Class 37 contains 2541 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955104.000000 Penalty: 82568.109375
Iteration 134Q: 39 clusters Score -6.59551e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 13880 members 
Mstep: Class 3 contains 5362 members 
Mstep: Class 4 contains 20244 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 12404 members 
Mstep: Class 8 contains 15711 members 
Mstep: Class 9 contains 1663 members 
Mstep: Class 10 contains 15169 members 
Mstep: Class 11 contains 28278 members 
Mstep: Class 12 contains 16839 members 
Mstep: Class 13 contains 130588 members 
Mstep: Class 14 contains 26858 members 
Mstep: Class 15 contains 10747 members 
Mstep: Class 16 contains 24372 members 
Mstep: Class 17 contains 39129 members 
Mstep: Class 18 contains 168274 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 1060 members 
Mstep: Class 21 contains 30237 members 
Mstep: Class 22 contains 10373 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 18435 members 
Mstep: Class 25 contains 5979 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5617 members 
Mstep: Class 28 contains 3656 members 
Mstep: Class 29 contains 7007 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 178 members 
Mstep: Class 33 contains 335 members 
Mstep: Class 34 contains 6173 members 
Mstep: Class 35 contains 5123 members 
Mstep: Class 36 contains 1151 members 
Mstep: Class 37 contains 2542 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955092.000000 Penalty: 82568.109375
Iteration 135Q: 39 clusters Score -6.595509e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 13876 members 
Mstep: Class 3 contains 5362 members 
Mstep: Class 4 contains 20244 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 12410 members 
Mstep: Class 8 contains 15695 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 15168 members 
Mstep: Class 11 contains 28261 members 
Mstep: Class 12 contains 16838 members 
Mstep: Class 13 contains 130589 members 
Mstep: Class 14 contains 26881 members 
Mstep: Class 15 contains 10748 members 
Mstep: Class 16 contains 24369 members 
Mstep: Class 17 contains 39128 members 
Mstep: Class 18 contains 168279 members 
Mstep: Class 19 contains 3943 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 30233 members 
Mstep: Class 22 contains 10374 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 18438 members 
Mstep: Class 25 contains 5981 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5617 members 
Mstep: Class 28 contains 3656 members 
Mstep: Class 29 contains 7007 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 178 members 
Mstep: Class 33 contains 335 members 
Mstep: Class 34 contains 6176 members 
Mstep: Class 35 contains 5125 members 
Mstep: Class 36 contains 1151 members 
Mstep: Class 37 contains 2543 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955072.000000 Penalty: 82568.109375
Iteration 136Q: 39 clusters Score -6.595507e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13875 members 
Mstep: Class 3 contains 5362 members 
Mstep: Class 4 contains 20244 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2560 members 
Mstep: Class 7 contains 12410 members 
Mstep: Class 8 contains 15673 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 15169 members 
Mstep: Class 11 contains 28249 members 
Mstep: Class 12 contains 16838 members 
Mstep: Class 13 contains 130595 members 
Mstep: Class 14 contains 26904 members 
Mstep: Class 15 contains 10747 members 
Mstep: Class 16 contains 24369 members 
Mstep: Class 17 contains 39126 members 
Mstep: Class 18 contains 168282 members 
Mstep: Class 19 contains 3942 members 
Mstep: Class 20 contains 1063 members 
Mstep: Class 21 contains 30230 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 18439 members 
Mstep: Class 25 contains 5982 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5617 members 
Mstep: Class 28 contains 3656 members 
Mstep: Class 29 contains 7005 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 178 members 
Mstep: Class 33 contains 335 members 
Mstep: Class 34 contains 6180 members 
Mstep: Class 35 contains 5128 members 
Mstep: Class 36 contains 1151 members 
Mstep: Class 37 contains 2544 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955140.000000 Penalty: 82568.109375
Iteration 137Q: 39 clusters Score -6.595514e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13873 members 
Mstep: Class 3 contains 5363 members 
Mstep: Class 4 contains 20241 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2560 members 
Mstep: Class 7 contains 12412 members 
Mstep: Class 8 contains 15661 members 
Mstep: Class 9 contains 1653 members 
Mstep: Class 10 contains 15168 members 
Mstep: Class 11 contains 28235 members 
Mstep: Class 12 contains 16838 members 
Mstep: Class 13 contains 130598 members 
Mstep: Class 14 contains 26922 members 
Mstep: Class 15 contains 10747 members 
Mstep: Class 16 contains 24371 members 
Mstep: Class 17 contains 39124 members 
Mstep: Class 18 contains 168287 members 
Mstep: Class 19 contains 3942 members 
Mstep: Class 20 contains 1064 members 
Mstep: Class 21 contains 30226 members 
Mstep: Class 22 contains 10376 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 18443 members 
Mstep: Class 25 contains 5982 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5616 members 
Mstep: Class 28 contains 3655 members 
Mstep: Class 29 contains 7001 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 178 members 
Mstep: Class 33 contains 335 members 
Mstep: Class 34 contains 6185 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 1151 members 
Mstep: Class 37 contains 2547 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955248.000000 Penalty: 82568.109375
Iteration 138Q: 39 clusters Score -6.595525e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13871 members 
Mstep: Class 3 contains 5363 members 
Mstep: Class 4 contains 20240 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2560 members 
Mstep: Class 7 contains 12413 members 
Mstep: Class 8 contains 15651 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 15165 members 
Mstep: Class 11 contains 28221 members 
Mstep: Class 12 contains 16839 members 
Mstep: Class 13 contains 130601 members 
Mstep: Class 14 contains 26944 members 
Mstep: Class 15 contains 10747 members 
Mstep: Class 16 contains 24371 members 
Mstep: Class 17 contains 39121 members 
Mstep: Class 18 contains 168287 members 
Mstep: Class 19 contains 3940 members 
Mstep: Class 20 contains 1065 members 
Mstep: Class 21 contains 30223 members 
Mstep: Class 22 contains 10377 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 18449 members 
Mstep: Class 25 contains 5983 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5616 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7000 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 178 members 
Mstep: Class 33 contains 335 members 
Mstep: Class 34 contains 6188 members 
Mstep: Class 35 contains 5132 members 
Mstep: Class 36 contains 1151 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955284.000000 Penalty: 82568.109375
Iteration 139Q: 39 clusters Score -6.595528e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13868 members 
Mstep: Class 3 contains 5363 members 
Mstep: Class 4 contains 20238 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2560 members 
Mstep: Class 7 contains 12414 members 
Mstep: Class 8 contains 15639 members 
Mstep: Class 9 contains 1654 members 
Mstep: Class 10 contains 15165 members 
Mstep: Class 11 contains 28205 members 
Mstep: Class 12 contains 16839 members 
Mstep: Class 13 contains 130601 members 
Mstep: Class 14 contains 26965 members 
Mstep: Class 15 contains 10747 members 
Mstep: Class 16 contains 24371 members 
Mstep: Class 17 contains 39118 members 
Mstep: Class 18 contains 168292 members 
Mstep: Class 19 contains 3939 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30222 members 
Mstep: Class 22 contains 10377 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 18452 members 
Mstep: Class 25 contains 5985 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5614 members 
Mstep: Class 28 contains 3653 members 
Mstep: Class 29 contains 7000 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 178 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6192 members 
Mstep: Class 35 contains 5133 members 
Mstep: Class 36 contains 1151 members 
Mstep: Class 37 contains 2548 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955344.000000 Penalty: 82568.109375
Iteration 140F: 39 clusters Score -6.595534e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13864 members 
Mstep: Class 3 contains 5363 members 
Mstep: Class 4 contains 20237 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 12417 members 
Mstep: Class 8 contains 15626 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 15164 members 
Mstep: Class 11 contains 28195 members 
Mstep: Class 12 contains 16838 members 
Mstep: Class 13 contains 130604 members 
Mstep: Class 14 contains 26985 members 
Mstep: Class 15 contains 10747 members 
Mstep: Class 16 contains 24373 members 
Mstep: Class 17 contains 39114 members 
Mstep: Class 18 contains 168290 members 
Mstep: Class 19 contains 3939 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30221 members 
Mstep: Class 22 contains 10379 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 18457 members 
Mstep: Class 25 contains 5984 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5612 members 
Mstep: Class 28 contains 3652 members 
Mstep: Class 29 contains 7000 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1304 members 
Mstep: Class 32 contains 181 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6195 members 
Mstep: Class 35 contains 5133 members 
Mstep: Class 36 contains 1152 members 
Mstep: Class 37 contains 2548 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955396.000000 Penalty: 82568.109375
Iteration 141Q: 39 clusters Score -6.59554e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13861 members 
Mstep: Class 3 contains 5363 members 
Mstep: Class 4 contains 20239 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 12420 members 
Mstep: Class 8 contains 15615 members 
Mstep: Class 9 contains 1661 members 
Mstep: Class 10 contains 15164 members 
Mstep: Class 11 contains 28189 members 
Mstep: Class 12 contains 16838 members 
Mstep: Class 13 contains 130607 members 
Mstep: Class 14 contains 26998 members 
Mstep: Class 15 contains 10748 members 
Mstep: Class 16 contains 24374 members 
Mstep: Class 17 contains 39110 members 
Mstep: Class 18 contains 168288 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30218 members 
Mstep: Class 22 contains 10380 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 18457 members 
Mstep: Class 25 contains 5986 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5611 members 
Mstep: Class 28 contains 3652 members 
Mstep: Class 29 contains 7003 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 179 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6195 members 
Mstep: Class 35 contains 5136 members 
Mstep: Class 36 contains 1152 members 
Mstep: Class 37 contains 2548 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955476.000000 Penalty: 82568.109375
Iteration 142Q: 39 clusters Score -6.595548e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13857 members 
Mstep: Class 3 contains 5363 members 
Mstep: Class 4 contains 20238 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2560 members 
Mstep: Class 7 contains 12428 members 
Mstep: Class 8 contains 15597 members 
Mstep: Class 9 contains 1661 members 
Mstep: Class 10 contains 15165 members 
Mstep: Class 11 contains 28182 members 
Mstep: Class 12 contains 16838 members 
Mstep: Class 13 contains 130610 members 
Mstep: Class 14 contains 27010 members 
Mstep: Class 15 contains 10749 members 
Mstep: Class 16 contains 24375 members 
Mstep: Class 17 contains 39105 members 
Mstep: Class 18 contains 168292 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30218 members 
Mstep: Class 22 contains 10378 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 18456 members 
Mstep: Class 25 contains 5990 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5609 members 
Mstep: Class 28 contains 3652 members 
Mstep: Class 29 contains 7003 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 179 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6197 members 
Mstep: Class 35 contains 5138 members 
Mstep: Class 36 contains 1153 members 
Mstep: Class 37 contains 2548 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955488.000000 Penalty: 82568.109375
Iteration 143Q: 39 clusters Score -6.595549e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13853 members 
Mstep: Class 3 contains 5363 members 
Mstep: Class 4 contains 20238 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2560 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 15581 members 
Mstep: Class 9 contains 1659 members 
Mstep: Class 10 contains 15166 members 
Mstep: Class 11 contains 28177 members 
Mstep: Class 12 contains 16838 members 
Mstep: Class 13 contains 130612 members 
Mstep: Class 14 contains 27017 members 
Mstep: Class 15 contains 10749 members 
Mstep: Class 16 contains 24375 members 
Mstep: Class 17 contains 39102 members 
Mstep: Class 18 contains 168298 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30218 members 
Mstep: Class 22 contains 10378 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 18456 members 
Mstep: Class 25 contains 5990 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5610 members 
Mstep: Class 28 contains 3652 members 
Mstep: Class 29 contains 7002 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 179 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6200 members 
Mstep: Class 35 contains 5141 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955520.000000 Penalty: 82568.109375
Iteration 144Q: 39 clusters Score -6.595552e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13851 members 
Mstep: Class 3 contains 5363 members 
Mstep: Class 4 contains 20239 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2560 members 
Mstep: Class 7 contains 12437 members 
Mstep: Class 8 contains 15575 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 15164 members 
Mstep: Class 11 contains 28168 members 
Mstep: Class 12 contains 16836 members 
Mstep: Class 13 contains 130616 members 
Mstep: Class 14 contains 27029 members 
Mstep: Class 15 contains 10749 members 
Mstep: Class 16 contains 24375 members 
Mstep: Class 17 contains 39099 members 
Mstep: Class 18 contains 168296 members 
Mstep: Class 19 contains 3935 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30216 members 
Mstep: Class 22 contains 10378 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 18457 members 
Mstep: Class 25 contains 5992 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5609 members 
Mstep: Class 28 contains 3653 members 
Mstep: Class 29 contains 7002 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 179 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6204 members 
Mstep: Class 35 contains 5141 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955560.000000 Penalty: 82568.109375
Iteration 145Q: 39 clusters Score -6.595556e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13849 members 
Mstep: Class 3 contains 5364 members 
Mstep: Class 4 contains 20240 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 12437 members 
Mstep: Class 8 contains 15572 members 
Mstep: Class 9 contains 1662 members 
Mstep: Class 10 contains 15163 members 
Mstep: Class 11 contains 28161 members 
Mstep: Class 12 contains 16834 members 
Mstep: Class 13 contains 130618 members 
Mstep: Class 14 contains 27034 members 
Mstep: Class 15 contains 10749 members 
Mstep: Class 16 contains 24376 members 
Mstep: Class 17 contains 39094 members 
Mstep: Class 18 contains 168297 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30215 members 
Mstep: Class 22 contains 10378 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 18460 members 
Mstep: Class 25 contains 5993 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5610 members 
Mstep: Class 28 contains 3653 members 
Mstep: Class 29 contains 7002 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 179 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6207 members 
Mstep: Class 35 contains 5142 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955568.000000 Penalty: 82568.109375
Iteration 146Q: 39 clusters Score -6.595557e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13847 members 
Mstep: Class 3 contains 5366 members 
Mstep: Class 4 contains 20241 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 12439 members 
Mstep: Class 8 contains 15564 members 
Mstep: Class 9 contains 1665 members 
Mstep: Class 10 contains 15162 members 
Mstep: Class 11 contains 28150 members 
Mstep: Class 12 contains 16834 members 
Mstep: Class 13 contains 130620 members 
Mstep: Class 14 contains 27050 members 
Mstep: Class 15 contains 10749 members 
Mstep: Class 16 contains 24376 members 
Mstep: Class 17 contains 39091 members 
Mstep: Class 18 contains 168297 members 
Mstep: Class 19 contains 3931 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30215 members 
Mstep: Class 22 contains 10378 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 18460 members 
Mstep: Class 25 contains 5991 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5612 members 
Mstep: Class 28 contains 3653 members 
Mstep: Class 29 contains 7002 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 179 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6207 members 
Mstep: Class 35 contains 5144 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955576.000000 Penalty: 82568.109375
Iteration 147Q: 39 clusters Score -6.595558e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13843 members 
Mstep: Class 3 contains 5371 members 
Mstep: Class 4 contains 20241 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 12438 members 
Mstep: Class 8 contains 15551 members 
Mstep: Class 9 contains 1667 members 
Mstep: Class 10 contains 15163 members 
Mstep: Class 11 contains 28146 members 
Mstep: Class 12 contains 16834 members 
Mstep: Class 13 contains 130627 members 
Mstep: Class 14 contains 27063 members 
Mstep: Class 15 contains 10750 members 
Mstep: Class 16 contains 24376 members 
Mstep: Class 17 contains 39090 members 
Mstep: Class 18 contains 168292 members 
Mstep: Class 19 contains 3928 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30215 members 
Mstep: Class 22 contains 10378 members 
Mstep: Class 23 contains 869 members 
Mstep: Class 24 contains 18463 members 
Mstep: Class 25 contains 5990 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5613 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7002 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 179 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6207 members 
Mstep: Class 35 contains 5146 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955600.000000 Penalty: 82568.109375
Iteration 148Q: 39 clusters Score -6.59556e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13842 members 
Mstep: Class 3 contains 5374 members 
Mstep: Class 4 contains 20241 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 12441 members 
Mstep: Class 8 contains 15539 members 
Mstep: Class 9 contains 1668 members 
Mstep: Class 10 contains 15163 members 
Mstep: Class 11 contains 28142 members 
Mstep: Class 12 contains 16833 members 
Mstep: Class 13 contains 130630 members 
Mstep: Class 14 contains 27076 members 
Mstep: Class 15 contains 10750 members 
Mstep: Class 16 contains 24377 members 
Mstep: Class 17 contains 39090 members 
Mstep: Class 18 contains 168290 members 
Mstep: Class 19 contains 3927 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30214 members 
Mstep: Class 22 contains 10378 members 
Mstep: Class 23 contains 867 members 
Mstep: Class 24 contains 18461 members 
Mstep: Class 25 contains 5991 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5612 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7002 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 179 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6207 members 
Mstep: Class 35 contains 5148 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955596.000000 Penalty: 82568.109375
Iteration 149Q: 39 clusters Score -6.59556e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13841 members 
Mstep: Class 3 contains 5377 members 
Mstep: Class 4 contains 20240 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 12443 members 
Mstep: Class 8 contains 15532 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15163 members 
Mstep: Class 11 contains 28135 members 
Mstep: Class 12 contains 16831 members 
Mstep: Class 13 contains 130635 members 
Mstep: Class 14 contains 27092 members 
Mstep: Class 15 contains 10750 members 
Mstep: Class 16 contains 24376 members 
Mstep: Class 17 contains 39090 members 
Mstep: Class 18 contains 168285 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30211 members 
Mstep: Class 22 contains 10377 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 18461 members 
Mstep: Class 25 contains 5991 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5612 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7002 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 179 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6208 members 
Mstep: Class 35 contains 5150 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955572.000000 Penalty: 82568.109375
Iteration 150Q: 39 clusters Score -6.595557e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13841 members 
Mstep: Class 3 contains 5379 members 
Mstep: Class 4 contains 20238 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 12443 members 
Mstep: Class 8 contains 15526 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15163 members 
Mstep: Class 11 contains 28125 members 
Mstep: Class 12 contains 16831 members 
Mstep: Class 13 contains 130637 members 
Mstep: Class 14 contains 27114 members 
Mstep: Class 15 contains 10750 members 
Mstep: Class 16 contains 24375 members 
Mstep: Class 17 contains 39091 members 
Mstep: Class 18 contains 168278 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30211 members 
Mstep: Class 22 contains 10377 members 
Mstep: Class 23 contains 865 members 
Mstep: Class 24 contains 18461 members 
Mstep: Class 25 contains 5991 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5612 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7002 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 179 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6208 members 
Mstep: Class 35 contains 5150 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955532.000000 Penalty: 82568.109375
Iteration 151Q: 39 clusters Score -6.595553e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13841 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20239 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 12443 members 
Mstep: Class 8 contains 15519 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15163 members 
Mstep: Class 11 contains 28117 members 
Mstep: Class 12 contains 16831 members 
Mstep: Class 13 contains 130640 members 
Mstep: Class 14 contains 27124 members 
Mstep: Class 15 contains 10750 members 
Mstep: Class 16 contains 24375 members 
Mstep: Class 17 contains 39091 members 
Mstep: Class 18 contains 168279 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30211 members 
Mstep: Class 22 contains 10377 members 
Mstep: Class 23 contains 865 members 
Mstep: Class 24 contains 18462 members 
Mstep: Class 25 contains 5990 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5612 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7001 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 179 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6208 members 
Mstep: Class 35 contains 5151 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955556.000000 Penalty: 82568.109375
Iteration 152Q: 39 clusters Score -6.595556e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13841 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20239 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 12442 members 
Mstep: Class 8 contains 15515 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15162 members 
Mstep: Class 11 contains 28110 members 
Mstep: Class 12 contains 16832 members 
Mstep: Class 13 contains 130640 members 
Mstep: Class 14 contains 27135 members 
Mstep: Class 15 contains 10750 members 
Mstep: Class 16 contains 24374 members 
Mstep: Class 17 contains 39091 members 
Mstep: Class 18 contains 168282 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30209 members 
Mstep: Class 22 contains 10377 members 
Mstep: Class 23 contains 865 members 
Mstep: Class 24 contains 18463 members 
Mstep: Class 25 contains 5989 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5612 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7000 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 179 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6210 members 
Mstep: Class 35 contains 5151 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955544.000000 Penalty: 82568.109375
Iteration 153Q: 39 clusters Score -6.595554e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13841 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20238 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 12443 members 
Mstep: Class 8 contains 15509 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15162 members 
Mstep: Class 11 contains 28106 members 
Mstep: Class 12 contains 16833 members 
Mstep: Class 13 contains 130640 members 
Mstep: Class 14 contains 27142 members 
Mstep: Class 15 contains 10750 members 
Mstep: Class 16 contains 24374 members 
Mstep: Class 17 contains 39091 members 
Mstep: Class 18 contains 168283 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30209 members 
Mstep: Class 22 contains 10377 members 
Mstep: Class 23 contains 865 members 
Mstep: Class 24 contains 18463 members 
Mstep: Class 25 contains 5989 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5612 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7000 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 179 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6211 members 
Mstep: Class 35 contains 5151 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955552.000000 Penalty: 82568.109375
Iteration 154Q: 39 clusters Score -6.595555e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13841 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20234 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 12445 members 
Mstep: Class 8 contains 15504 members 
Mstep: Class 9 contains 1670 members 
Mstep: Class 10 contains 15160 members 
Mstep: Class 11 contains 28100 members 
Mstep: Class 12 contains 16834 members 
Mstep: Class 13 contains 130644 members 
Mstep: Class 14 contains 27151 members 
Mstep: Class 15 contains 10750 members 
Mstep: Class 16 contains 24373 members 
Mstep: Class 17 contains 39089 members 
Mstep: Class 18 contains 168285 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30208 members 
Mstep: Class 22 contains 10377 members 
Mstep: Class 23 contains 865 members 
Mstep: Class 24 contains 18464 members 
Mstep: Class 25 contains 5989 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5612 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7000 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 179 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6212 members 
Mstep: Class 35 contains 5151 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955588.000000 Penalty: 82568.109375
Iteration 155Q: 39 clusters Score -6.595559e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13841 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20232 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 12448 members 
Mstep: Class 8 contains 15496 members 
Mstep: Class 9 contains 1670 members 
Mstep: Class 10 contains 15157 members 
Mstep: Class 11 contains 28091 members 
Mstep: Class 12 contains 16835 members 
Mstep: Class 13 contains 130645 members 
Mstep: Class 14 contains 27158 members 
Mstep: Class 15 contains 10750 members 
Mstep: Class 16 contains 24373 members 
Mstep: Class 17 contains 39089 members 
Mstep: Class 18 contains 168291 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30209 members 
Mstep: Class 22 contains 10377 members 
Mstep: Class 23 contains 865 members 
Mstep: Class 24 contains 18466 members 
Mstep: Class 25 contains 5989 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5612 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7000 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 179 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6213 members 
Mstep: Class 35 contains 5151 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955576.000000 Penalty: 82568.109375
Iteration 156Q: 39 clusters Score -6.595558e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13842 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20231 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 12450 members 
Mstep: Class 8 contains 15493 members 
Mstep: Class 9 contains 1670 members 
Mstep: Class 10 contains 15153 members 
Mstep: Class 11 contains 28084 members 
Mstep: Class 12 contains 16834 members 
Mstep: Class 13 contains 130646 members 
Mstep: Class 14 contains 27166 members 
Mstep: Class 15 contains 10750 members 
Mstep: Class 16 contains 24374 members 
Mstep: Class 17 contains 39089 members 
Mstep: Class 18 contains 168295 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30208 members 
Mstep: Class 22 contains 10377 members 
Mstep: Class 23 contains 865 members 
Mstep: Class 24 contains 18467 members 
Mstep: Class 25 contains 5989 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5611 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 6999 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 179 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6214 members 
Mstep: Class 35 contains 5151 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955636.000000 Penalty: 82568.109375
Iteration 157Q: 39 clusters Score -6.595564e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13842 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20230 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 12451 members 
Mstep: Class 8 contains 15485 members 
Mstep: Class 9 contains 1670 members 
Mstep: Class 10 contains 15151 members 
Mstep: Class 11 contains 28071 members 
Mstep: Class 12 contains 16836 members 
Mstep: Class 13 contains 130650 members 
Mstep: Class 14 contains 27179 members 
Mstep: Class 15 contains 10750 members 
Mstep: Class 16 contains 24375 members 
Mstep: Class 17 contains 39088 members 
Mstep: Class 18 contains 168297 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30205 members 
Mstep: Class 22 contains 10377 members 
Mstep: Class 23 contains 865 members 
Mstep: Class 24 contains 18468 members 
Mstep: Class 25 contains 5989 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5611 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7000 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 179 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6217 members 
Mstep: Class 35 contains 5151 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955624.000000 Penalty: 82568.109375
Iteration 158Q: 39 clusters Score -6.595562e+07 nChanged 34
Entering ConstructFrom: 
Score: -65955624.000000 Penalty: 82568.109375
Entering ConstructFrom: 
Trying to split cluster 1 (2158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Entering Unmasked Estep 
Score: -221785.765625 Penalty: 1247.502319
	Iteration 0F: 2 clusters Score -221785.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -219588.453125 Penalty: 2495.004639
	Iteration 0F: 3 clusters Score -219588.5 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -220162.593750 Penalty: 2495.004639
	Iteration 1F: 3 clusters Score -220162.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -220379.906250 Penalty: 2495.004639
	Iteration 2F: 3 clusters Score -220379.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -220532.250000 Penalty: 2495.004639
	Iteration 3F: 3 clusters Score -220532.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -220621.968750 Penalty: 2495.004639
	Iteration 4F: 3 clusters Score -220622 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -220690.937500 Penalty: 2495.004639
	Iteration 5Q: 3 clusters Score -220690.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -220754.593750 Penalty: 2495.004639
	Iteration 6Q: 3 clusters Score -220754.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -220803.937500 Penalty: 2495.004639
	Iteration 7Q: 3 clusters Score -220803.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -220843.937500 Penalty: 2495.004639
	Iteration 8Q: 3 clusters Score -220843.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -220868.515625 Penalty: 2495.004639
	Iteration 9Q: 3 clusters Score -220868.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -220887.484375 Penalty: 2495.004639
	Iteration 10Q: 3 clusters Score -220887.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -220900.609375 Penalty: 2495.004639
	Iteration 11Q: 3 clusters Score -220900.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -220914.187500 Penalty: 2495.004639
	Iteration 12Q: 3 clusters Score -220914.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -220926.875000 Penalty: 2495.004639
	Iteration 13Q: 3 clusters Score -220926.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -220935.812500 Penalty: 2495.004639
	Iteration 14Q: 3 clusters Score -220935.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -220943.546875 Penalty: 2495.004639
	Iteration 15Q: 3 clusters Score -220943.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -220949.437500 Penalty: 2495.004639
	Iteration 16Q: 3 clusters Score -220949.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -220951.234375 Penalty: 2495.004639
	Iteration 17Q: 3 clusters Score -220951.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -220952.203125 Penalty: 2495.004639
	Iteration 18Q: 3 clusters Score -220952.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -220952.390625 Penalty: 2495.004639
	Iteration 19Q: 3 clusters Score -220952.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -220952.390625 Penalty: 2495.004639
	Iteration 20F: 3 clusters Score -220952.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Entering Unmasked Estep 
Score: -1435734.375000 Penalty: 1549.512695
	Iteration 0F: 2 clusters Score -1435734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1426134.500000 Penalty: 3099.025391
	Iteration 0F: 3 clusters Score -1426134 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1429621.500000 Penalty: 3099.025391
	Iteration 1F: 3 clusters Score -1429622 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1430316.500000 Penalty: 3099.025391
	Iteration 2F: 3 clusters Score -1430316 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1431013.625000 Penalty: 3099.025391
	Iteration 3F: 3 clusters Score -1431014 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1431679.750000 Penalty: 3099.025391
	Iteration 4F: 3 clusters Score -1431680 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1432243.750000 Penalty: 3099.025391
	Iteration 5F: 3 clusters Score -1432244 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1432656.375000 Penalty: 3099.025391
	Iteration 6F: 3 clusters Score -1432656 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1433010.500000 Penalty: 3099.025391
	Iteration 7Q: 3 clusters Score -1433010 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1433308.625000 Penalty: 3099.025391
	Iteration 8Q: 3 clusters Score -1433309 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1433563.750000 Penalty: 3099.025391
	Iteration 9Q: 3 clusters Score -1433564 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1433781.750000 Penalty: 3099.025391
	Iteration 10Q: 3 clusters Score -1433782 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1433996.875000 Penalty: 3099.025391
	Iteration 11Q: 3 clusters Score -1433997 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1434192.625000 Penalty: 3099.025391
	Iteration 12Q: 3 clusters Score -1434193 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1434376.375000 Penalty: 3099.025391
	Iteration 13Q: 3 clusters Score -1434376 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1434533.125000 Penalty: 3099.025391
	Iteration 14Q: 3 clusters Score -1434533 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1434658.375000 Penalty: 3099.025391
	Iteration 15Q: 3 clusters Score -1434658 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1434766.750000 Penalty: 3099.025391
	Iteration 16Q: 3 clusters Score -1434767 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1434849.500000 Penalty: 3099.025391
	Iteration 17Q: 3 clusters Score -1434850 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1434903.875000 Penalty: 3099.025391
	Iteration 18Q: 3 clusters Score -1434904 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1434944.500000 Penalty: 3099.025391
	Iteration 19Q: 3 clusters Score -1434944 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1434978.000000 Penalty: 3099.025391
	Iteration 20F: 3 clusters Score -1434978 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1435019.250000 Penalty: 3099.025391
	Iteration 21Q: 3 clusters Score -1435019 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1435046.625000 Penalty: 3099.025391
	Iteration 22Q: 3 clusters Score -1435047 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1435072.875000 Penalty: 3099.025391
	Iteration 23Q: 3 clusters Score -1435073 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1435089.750000 Penalty: 3099.025391
	Iteration 24Q: 3 clusters Score -1435090 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1435101.875000 Penalty: 3099.025391
	Iteration 25Q: 3 clusters Score -1435102 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1435110.875000 Penalty: 3099.025391
	Iteration 26Q: 3 clusters Score -1435111 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1435121.500000 Penalty: 3099.025391
	Iteration 27Q: 3 clusters Score -1435122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1435121.750000 Penalty: 3099.025391
	Iteration 28Q: 3 clusters Score -1435122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1435128.000000 Penalty: 3099.025391
	Iteration 29Q: 3 clusters Score -1435128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1435133.625000 Penalty: 3099.025391
	Iteration 30Q: 3 clusters Score -1435134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1435137.375000 Penalty: 3099.025391
	Iteration 31Q: 3 clusters Score -1435137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1435140.375000 Penalty: 3099.025391
	Iteration 32Q: 3 clusters Score -1435140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1435142.750000 Penalty: 3099.025391
	Iteration 33Q: 3 clusters Score -1435143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1435147.375000 Penalty: 3099.025391
	Iteration 34Q: 3 clusters Score -1435147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1435148.000000 Penalty: 3099.025391
	Iteration 35Q: 3 clusters Score -1435148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1435152.625000 Penalty: 3099.025391
	Iteration 36Q: 3 clusters Score -1435153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1435162.250000 Penalty: 3099.025391
	Iteration 37Q: 3 clusters Score -1435162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1435173.000000 Penalty: 3099.025391
	Iteration 38Q: 3 clusters Score -1435173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1435175.500000 Penalty: 3099.025391
	Iteration 39Q: 3 clusters Score -1435176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1435190.125000 Penalty: 3099.025391
	Iteration 40F: 3 clusters Score -1435190 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1435200.750000 Penalty: 3099.025391
	Iteration 41Q: 3 clusters Score -1435201 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1435217.875000 Penalty: 3099.025391
	Iteration 42Q: 3 clusters Score -1435218 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1435233.500000 Penalty: 3099.025391
	Iteration 43Q: 3 clusters Score -1435234 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1435248.375000 Penalty: 3099.025391
	Iteration 44Q: 3 clusters Score -1435248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1435257.625000 Penalty: 3099.025391
	Iteration 45Q: 3 clusters Score -1435258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1435268.000000 Penalty: 3099.025391
	Iteration 46Q: 3 clusters Score -1435268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1435270.625000 Penalty: 3099.025391
	Iteration 47Q: 3 clusters Score -1435271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1435278.875000 Penalty: 3099.025391
	Iteration 48Q: 3 clusters Score -1435279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1435280.250000 Penalty: 3099.025391
	Iteration 49Q: 3 clusters Score -1435280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1435281.375000 Penalty: 3099.025391
	Iteration 50Q: 3 clusters Score -1435281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1435279.250000 Penalty: 3099.025391
	Iteration 51Q: 3 clusters Score -1435279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1435283.500000 Penalty: 3099.025391
	Iteration 52Q: 3 clusters Score -1435284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1435282.500000 Penalty: 3099.025391
	Iteration 53Q: 3 clusters Score -1435282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1435288.125000 Penalty: 3099.025391
	Iteration 54Q: 3 clusters Score -1435288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1435288.500000 Penalty: 3099.025391
	Iteration 55Q: 3 clusters Score -1435288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1435288.875000 Penalty: 3099.025391
	Iteration 56Q: 3 clusters Score -1435289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1435290.625000 Penalty: 3099.025391
	Iteration 57Q: 3 clusters Score -1435291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1435292.375000 Penalty: 3099.025391
	Iteration 58Q: 3 clusters Score -1435292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1435290.125000 Penalty: 3099.025391
	Iteration 59Q: 3 clusters Score -1435290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1435293.500000 Penalty: 3099.025391
	Iteration 60F: 3 clusters Score -1435294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1435292.500000 Penalty: 3099.025391
	Iteration 61Q: 3 clusters Score -1435292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1435293.125000 Penalty: 3099.025391
	Iteration 62Q: 3 clusters Score -1435293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1435296.000000 Penalty: 3099.025391
	Iteration 63Q: 3 clusters Score -1435296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1435294.375000 Penalty: 3099.025391
	Iteration 64Q: 3 clusters Score -1435294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1435297.875000 Penalty: 3099.025391
	Iteration 65Q: 3 clusters Score -1435298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1435299.500000 Penalty: 3099.025391
	Iteration 66Q: 3 clusters Score -1435300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1435297.500000 Penalty: 3099.025391
	Iteration 67Q: 3 clusters Score -1435298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1435305.125000 Penalty: 3099.025391
	Iteration 68Q: 3 clusters Score -1435305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1435306.125000 Penalty: 3099.025391
	Iteration 69Q: 3 clusters Score -1435306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1435309.000000 Penalty: 3099.025391
	Iteration 70Q: 3 clusters Score -1435309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1435309.750000 Penalty: 3099.025391
	Iteration 71Q: 3 clusters Score -1435310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1435307.625000 Penalty: 3099.025391
	Iteration 72Q: 3 clusters Score -1435308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1435309.250000 Penalty: 3099.025391
	Iteration 73Q: 3 clusters Score -1435309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1435312.500000 Penalty: 3099.025391
	Iteration 74Q: 3 clusters Score -1435312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1435312.250000 Penalty: 3099.025391
	Iteration 75Q: 3 clusters Score -1435312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1435312.875000 Penalty: 3099.025391
	Iteration 76Q: 3 clusters Score -1435313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1435313.750000 Penalty: 3099.025391
	Iteration 77Q: 3 clusters Score -1435314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1435315.125000 Penalty: 3099.025391
	Iteration 78Q: 3 clusters Score -1435315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1435315.500000 Penalty: 3099.025391
	Iteration 79Q: 3 clusters Score -1435316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1435319.375000 Penalty: 3099.025391
	Iteration 80F: 3 clusters Score -1435319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1435319.125000 Penalty: 3099.025391
	Iteration 81Q: 3 clusters Score -1435319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1435319.250000 Penalty: 3099.025391
	Iteration 82Q: 3 clusters Score -1435319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1435318.250000 Penalty: 3099.025391
	Iteration 83Q: 3 clusters Score -1435318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1435318.250000 Penalty: 3099.025391
	Iteration 84Q: 3 clusters Score -1435318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1435319.875000 Penalty: 3099.025391
	Iteration 85Q: 3 clusters Score -1435320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1435321.500000 Penalty: 3099.025391
	Iteration 86Q: 3 clusters Score -1435322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1435321.625000 Penalty: 3099.025391
	Iteration 87Q: 3 clusters Score -1435322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1435320.625000 Penalty: 3099.025391
	Iteration 88Q: 3 clusters Score -1435321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1435320.625000 Penalty: 3099.025391
	Iteration 89F: 3 clusters Score -1435321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Entering Unmasked Estep 
Score: -566473.500000 Penalty: 1395.947144
	Iteration 0F: 2 clusters Score -566473.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -562239.312500 Penalty: 2791.894287
	Iteration 0F: 3 clusters Score -562239.3 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -563476.062500 Penalty: 2791.894287
	Iteration 1F: 3 clusters Score -563476.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -563740.687500 Penalty: 2791.894287
	Iteration 2F: 3 clusters Score -563740.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -563946.875000 Penalty: 2791.894287
	Iteration 3F: 3 clusters Score -563946.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -564086.687500 Penalty: 2791.894287
	Iteration 4Q: 3 clusters Score -564086.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -564180.062500 Penalty: 2791.894287
	Iteration 5Q: 3 clusters Score -564180.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -564281.875000 Penalty: 2791.894287
	Iteration 6Q: 3 clusters Score -564281.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -564397.812500 Penalty: 2791.894287
	Iteration 7Q: 3 clusters Score -564397.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -564504.562500 Penalty: 2791.894287
	Iteration 8Q: 3 clusters Score -564504.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -564599.187500 Penalty: 2791.894287
	Iteration 9Q: 3 clusters Score -564599.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -564682.500000 Penalty: 2791.894287
	Iteration 10Q: 3 clusters Score -564682.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -564761.875000 Penalty: 2791.894287
	Iteration 11Q: 3 clusters Score -564761.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -564856.875000 Penalty: 2791.894287
	Iteration 12Q: 3 clusters Score -564856.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -564970.000000 Penalty: 2791.894287
	Iteration 13Q: 3 clusters Score -564970 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -565115.000000 Penalty: 2791.894287
	Iteration 14Q: 3 clusters Score -565115 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -565264.187500 Penalty: 2791.894287
	Iteration 15Q: 3 clusters Score -565264.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -565415.500000 Penalty: 2791.894287
	Iteration 16Q: 3 clusters Score -565415.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -565533.250000 Penalty: 2791.894287
	Iteration 17Q: 3 clusters Score -565533.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -565604.375000 Penalty: 2791.894287
	Iteration 18Q: 3 clusters Score -565604.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -565657.437500 Penalty: 2791.894287
	Iteration 19Q: 3 clusters Score -565657.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -565690.000000 Penalty: 2791.894287
	Iteration 20F: 3 clusters Score -565690 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -565704.562500 Penalty: 2791.894287
	Iteration 21Q: 3 clusters Score -565704.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -565713.125000 Penalty: 2791.894287
	Iteration 22Q: 3 clusters Score -565713.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -565720.250000 Penalty: 2791.894287
	Iteration 23Q: 3 clusters Score -565720.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -565724.625000 Penalty: 2791.894287
	Iteration 24Q: 3 clusters Score -565724.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -565729.875000 Penalty: 2791.894287
	Iteration 25Q: 3 clusters Score -565729.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -565733.875000 Penalty: 2791.894287
	Iteration 26Q: 3 clusters Score -565733.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -565737.562500 Penalty: 2791.894287
	Iteration 27Q: 3 clusters Score -565737.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -565740.875000 Penalty: 2791.894287
	Iteration 28Q: 3 clusters Score -565740.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -565744.687500 Penalty: 2791.894287
	Iteration 29Q: 3 clusters Score -565744.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -565746.375000 Penalty: 2791.894287
	Iteration 30Q: 3 clusters Score -565746.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -565749.250000 Penalty: 2791.894287
	Iteration 31Q: 3 clusters Score -565749.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -565751.250000 Penalty: 2791.894287
	Iteration 32Q: 3 clusters Score -565751.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -565750.687500 Penalty: 2791.894287
	Iteration 33Q: 3 clusters Score -565750.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -565751.000000 Penalty: 2791.894287
	Iteration 34Q: 3 clusters Score -565751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -565752.062500 Penalty: 2791.894287
	Iteration 35Q: 3 clusters Score -565752.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -565752.062500 Penalty: 2791.894287
	Iteration 36F: 3 clusters Score -565752.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Entering Unmasked Estep 
Score: -2153054.500000 Penalty: 1611.174805
	Iteration 0F: 2 clusters Score -2153054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2139190.500000 Penalty: 3222.349609
	Iteration 0F: 3 clusters Score -2139190 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2144569.000000 Penalty: 3222.349609
	Iteration 1F: 3 clusters Score -2144569 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2145243.250000 Penalty: 3222.349609
	Iteration 2F: 3 clusters Score -2145243 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2145954.000000 Penalty: 3222.349609
	Iteration 3F: 3 clusters Score -2145954 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2146754.250000 Penalty: 3222.349609
	Iteration 4F: 3 clusters Score -2146754 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2147495.250000 Penalty: 3222.349609
	Iteration 5F: 3 clusters Score -2147495 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2148086.250000 Penalty: 3222.349609
	Iteration 6F: 3 clusters Score -2148086 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2148588.750000 Penalty: 3222.349609
	Iteration 7Q: 3 clusters Score -2148589 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2149054.250000 Penalty: 3222.349609
	Iteration 8Q: 3 clusters Score -2149054 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2149548.750000 Penalty: 3222.349609
	Iteration 9Q: 3 clusters Score -2149549 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2150057.750000 Penalty: 3222.349609
	Iteration 10Q: 3 clusters Score -2150058 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2150393.000000 Penalty: 3222.349609
	Iteration 11Q: 3 clusters Score -2150393 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2150643.750000 Penalty: 3222.349609
	Iteration 12Q: 3 clusters Score -2150644 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2150834.250000 Penalty: 3222.349609
	Iteration 13Q: 3 clusters Score -2150834 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2150943.250000 Penalty: 3222.349609
	Iteration 14Q: 3 clusters Score -2150943 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2151054.750000 Penalty: 3222.349609
	Iteration 15Q: 3 clusters Score -2151055 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2151145.750000 Penalty: 3222.349609
	Iteration 16Q: 3 clusters Score -2151146 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2151228.750000 Penalty: 3222.349609
	Iteration 17Q: 3 clusters Score -2151229 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2151308.750000 Penalty: 3222.349609
	Iteration 18Q: 3 clusters Score -2151309 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2151382.250000 Penalty: 3222.349609
	Iteration 19Q: 3 clusters Score -2151382 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2151446.750000 Penalty: 3222.349609
	Iteration 20F: 3 clusters Score -2151447 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2151519.000000 Penalty: 3222.349609
	Iteration 21Q: 3 clusters Score -2151519 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2151570.250000 Penalty: 3222.349609
	Iteration 22Q: 3 clusters Score -2151570 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2151620.000000 Penalty: 3222.349609
	Iteration 23Q: 3 clusters Score -2151620 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2151657.250000 Penalty: 3222.349609
	Iteration 24Q: 3 clusters Score -2151657 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2151706.250000 Penalty: 3222.349609
	Iteration 25Q: 3 clusters Score -2151706 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2151741.750000 Penalty: 3222.349609
	Iteration 26Q: 3 clusters Score -2151742 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2151776.750000 Penalty: 3222.349609
	Iteration 27Q: 3 clusters Score -2151777 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2151826.250000 Penalty: 3222.349609
	Iteration 28Q: 3 clusters Score -2151826 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2151862.250000 Penalty: 3222.349609
	Iteration 29Q: 3 clusters Score -2151862 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2151877.250000 Penalty: 3222.349609
	Iteration 30Q: 3 clusters Score -2151877 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2151899.750000 Penalty: 3222.349609
	Iteration 31Q: 3 clusters Score -2151900 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2151899.250000 Penalty: 3222.349609
	Iteration 32Q: 3 clusters Score -2151899 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2151913.000000 Penalty: 3222.349609
	Iteration 33Q: 3 clusters Score -2151913 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2151913.500000 Penalty: 3222.349609
	Iteration 34Q: 3 clusters Score -2151914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2151921.250000 Penalty: 3222.349609
	Iteration 35Q: 3 clusters Score -2151921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2151927.750000 Penalty: 3222.349609
	Iteration 36Q: 3 clusters Score -2151928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2151931.000000 Penalty: 3222.349609
	Iteration 37Q: 3 clusters Score -2151931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2151930.750000 Penalty: 3222.349609
	Iteration 38Q: 3 clusters Score -2151931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2151934.250000 Penalty: 3222.349609
	Iteration 39Q: 3 clusters Score -2151934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2151940.000000 Penalty: 3222.349609
	Iteration 40F: 3 clusters Score -2151940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2151942.750000 Penalty: 3222.349609
	Iteration 41Q: 3 clusters Score -2151943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2151944.500000 Penalty: 3222.349609
	Iteration 42Q: 3 clusters Score -2151944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2151953.750000 Penalty: 3222.349609
	Iteration 43Q: 3 clusters Score -2151954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2151960.750000 Penalty: 3222.349609
	Iteration 44Q: 3 clusters Score -2151961 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2151966.000000 Penalty: 3222.349609
	Iteration 45Q: 3 clusters Score -2151966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2151967.500000 Penalty: 3222.349609
	Iteration 46Q: 3 clusters Score -2151968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2151970.500000 Penalty: 3222.349609
	Iteration 47Q: 3 clusters Score -2151970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2151975.250000 Penalty: 3222.349609
	Iteration 48Q: 3 clusters Score -2151975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2151974.000000 Penalty: 3222.349609
	Iteration 49Q: 3 clusters Score -2151974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2151978.750000 Penalty: 3222.349609
	Iteration 50Q: 3 clusters Score -2151979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2151981.000000 Penalty: 3222.349609
	Iteration 51Q: 3 clusters Score -2151981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2151989.000000 Penalty: 3222.349609
	Iteration 52Q: 3 clusters Score -2151989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2151990.500000 Penalty: 3222.349609
	Iteration 53Q: 3 clusters Score -2151990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2151991.000000 Penalty: 3222.349609
	Iteration 54Q: 3 clusters Score -2151991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2151994.500000 Penalty: 3222.349609
	Iteration 55Q: 3 clusters Score -2151994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2151995.250000 Penalty: 3222.349609
	Iteration 56Q: 3 clusters Score -2151995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2151998.750000 Penalty: 3222.349609
	Iteration 57Q: 3 clusters Score -2151999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2152000.000000 Penalty: 3222.349609
	Iteration 58Q: 3 clusters Score -2152000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2151999.500000 Penalty: 3222.349609
	Iteration 59Q: 3 clusters Score -2152000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2152004.750000 Penalty: 3222.349609
	Iteration 60F: 3 clusters Score -2152005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2152008.750000 Penalty: 3222.349609
	Iteration 61Q: 3 clusters Score -2152009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2152018.500000 Penalty: 3222.349609
	Iteration 62Q: 3 clusters Score -2152018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2152017.500000 Penalty: 3222.349609
	Iteration 63Q: 3 clusters Score -2152018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2152016.500000 Penalty: 3222.349609
	Iteration 64Q: 3 clusters Score -2152016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2152015.500000 Penalty: 3222.349609
	Iteration 65Q: 3 clusters Score -2152016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2152017.750000 Penalty: 3222.349609
	Iteration 66Q: 3 clusters Score -2152018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2152019.750000 Penalty: 3222.349609
	Iteration 67Q: 3 clusters Score -2152020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2152020.500000 Penalty: 3222.349609
	Iteration 68Q: 3 clusters Score -2152020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -2152029.000000 Penalty: 3222.349609
	Iteration 69Q: 3 clusters Score -2152029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2152031.250000 Penalty: 3222.349609
	Iteration 70Q: 3 clusters Score -2152031 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2152037.000000 Penalty: 3222.349609
	Iteration 71Q: 3 clusters Score -2152037 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2152052.000000 Penalty: 3222.349609
	Iteration 72Q: 3 clusters Score -2152052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2152049.500000 Penalty: 3222.349609
	Iteration 73Q: 3 clusters Score -2152050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2152052.500000 Penalty: 3222.349609
	Iteration 74Q: 3 clusters Score -2152052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2152059.250000 Penalty: 3222.349609
	Iteration 75Q: 3 clusters Score -2152059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2152066.000000 Penalty: 3222.349609
	Iteration 76Q: 3 clusters Score -2152066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2152082.500000 Penalty: 3222.349609
	Iteration 77Q: 3 clusters Score -2152082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2152093.250000 Penalty: 3222.349609
	Iteration 78Q: 3 clusters Score -2152093 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2152104.000000 Penalty: 3222.349609
	Iteration 79Q: 3 clusters Score -2152104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2152109.000000 Penalty: 3222.349609
	Iteration 80F: 3 clusters Score -2152109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2152118.750000 Penalty: 3222.349609
	Iteration 81Q: 3 clusters Score -2152119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -2152134.750000 Penalty: 3222.349609
	Iteration 82Q: 3 clusters Score -2152135 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2152147.500000 Penalty: 3222.349609
	Iteration 83Q: 3 clusters Score -2152148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2152165.250000 Penalty: 3222.349609
	Iteration 84Q: 3 clusters Score -2152165 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2152177.000000 Penalty: 3222.349609
	Iteration 85Q: 3 clusters Score -2152177 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2152184.500000 Penalty: 3222.349609
	Iteration 86Q: 3 clusters Score -2152184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -2152199.000000 Penalty: 3222.349609
	Iteration 87Q: 3 clusters Score -2152199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2152201.750000 Penalty: 3222.349609
	Iteration 88Q: 3 clusters Score -2152202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2152210.000000 Penalty: 3222.349609
	Iteration 89Q: 3 clusters Score -2152210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2152217.750000 Penalty: 3222.349609
	Iteration 90Q: 3 clusters Score -2152218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2152224.250000 Penalty: 3222.349609
	Iteration 91Q: 3 clusters Score -2152224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2152227.250000 Penalty: 3222.349609
	Iteration 92Q: 3 clusters Score -2152227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2152229.000000 Penalty: 3222.349609
	Iteration 93Q: 3 clusters Score -2152229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2152228.250000 Penalty: 3222.349609
	Iteration 94Q: 3 clusters Score -2152228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2152232.000000 Penalty: 3222.349609
	Iteration 95Q: 3 clusters Score -2152232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2152230.000000 Penalty: 3222.349609
	Iteration 96Q: 3 clusters Score -2152230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2152230.000000 Penalty: 3222.349609
	Iteration 97F: 3 clusters Score -2152230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -22213.957031 Penalty: 886.489685
	Iteration 0F: 2 clusters Score -22213.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21460.685547 Penalty: 1772.979370
	Iteration 0F: 3 clusters Score -21460.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21523.576172 Penalty: 1772.979370
	Iteration 1F: 3 clusters Score -21523.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21547.103516 Penalty: 1772.979370
	Iteration 2Q: 3 clusters Score -21547.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21552.158203 Penalty: 1772.979370
	Iteration 3Q: 3 clusters Score -21552.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21556.375000 Penalty: 1772.979370
	Iteration 4Q: 3 clusters Score -21556.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21557.353516 Penalty: 1772.979370
	Iteration 5Q: 3 clusters Score -21557.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21557.353516 Penalty: 1772.979370
	Iteration 6F: 3 clusters Score -21557.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Entering Unmasked Estep 
Score: -267864.781250 Penalty: 1275.197998
	Iteration 0F: 2 clusters Score -267864.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -265401.125000 Penalty: 2550.395996
	Iteration 0F: 3 clusters Score -265401.1 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -266033.218750 Penalty: 2550.395996
	Iteration 1F: 3 clusters Score -266033.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -266198.000000 Penalty: 2550.395996
	Iteration 2F: 3 clusters Score -266198 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -266327.718750 Penalty: 2550.395996
	Iteration 3F: 3 clusters Score -266327.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -266447.843750 Penalty: 2550.395996
	Iteration 4F: 3 clusters Score -266447.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -266547.968750 Penalty: 2550.395996
	Iteration 5Q: 3 clusters Score -266548 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -266645.218750 Penalty: 2550.395996
	Iteration 6Q: 3 clusters Score -266645.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -266719.718750 Penalty: 2550.395996
	Iteration 7Q: 3 clusters Score -266719.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -266774.656250 Penalty: 2550.395996
	Iteration 8Q: 3 clusters Score -266774.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -266813.406250 Penalty: 2550.395996
	Iteration 9Q: 3 clusters Score -266813.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -266840.281250 Penalty: 2550.395996
	Iteration 10Q: 3 clusters Score -266840.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -266853.156250 Penalty: 2550.395996
	Iteration 11Q: 3 clusters Score -266853.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -266861.000000 Penalty: 2550.395996
	Iteration 12Q: 3 clusters Score -266861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -266870.281250 Penalty: 2550.395996
	Iteration 13Q: 3 clusters Score -266870.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -266878.531250 Penalty: 2550.395996
	Iteration 14Q: 3 clusters Score -266878.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -266885.875000 Penalty: 2550.395996
	Iteration 15Q: 3 clusters Score -266885.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -266892.906250 Penalty: 2550.395996
	Iteration 16Q: 3 clusters Score -266892.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -266902.687500 Penalty: 2550.395996
	Iteration 17Q: 3 clusters Score -266902.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -266911.000000 Penalty: 2550.395996
	Iteration 18Q: 3 clusters Score -266911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -266915.312500 Penalty: 2550.395996
	Iteration 19Q: 3 clusters Score -266915.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -266920.156250 Penalty: 2550.395996
	Iteration 20F: 3 clusters Score -266920.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -266922.312500 Penalty: 2550.395996
	Iteration 21Q: 3 clusters Score -266922.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -266925.375000 Penalty: 2550.395996
	Iteration 22Q: 3 clusters Score -266925.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -266927.937500 Penalty: 2550.395996
	Iteration 23Q: 3 clusters Score -266927.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -266927.968750 Penalty: 2550.395996
	Iteration 24Q: 3 clusters Score -266928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -266928.343750 Penalty: 2550.395996
	Iteration 25Q: 3 clusters Score -266928.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -266928.343750 Penalty: 2550.395996
	Iteration 26F: 3 clusters Score -266928.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Entering Unmasked Estep 
Score: -1314565.875000 Penalty: 1532.302856
	Iteration 0F: 2 clusters Score -1314566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1305777.875000 Penalty: 3064.605713
	Iteration 0F: 3 clusters Score -1305778 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1308662.750000 Penalty: 3064.605713
	Iteration 1F: 3 clusters Score -1308663 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1308918.500000 Penalty: 3064.605713
	Iteration 2F: 3 clusters Score -1308918 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1309157.125000 Penalty: 3064.605713
	Iteration 3Q: 3 clusters Score -1309157 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1309441.625000 Penalty: 3064.605713
	Iteration 4Q: 3 clusters Score -1309442 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1309747.875000 Penalty: 3064.605713
	Iteration 5Q: 3 clusters Score -1309748 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1310122.625000 Penalty: 3064.605713
	Iteration 6F: 3 clusters Score -1310123 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1310543.750000 Penalty: 3064.605713
	Iteration 7F: 3 clusters Score -1310544 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1311037.375000 Penalty: 3064.605713
	Iteration 8F: 3 clusters Score -1311037 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1311630.500000 Penalty: 3064.605713
	Iteration 9F: 3 clusters Score -1311630 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1312214.625000 Penalty: 3064.605713
	Iteration 10F: 3 clusters Score -1312215 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1312641.625000 Penalty: 3064.605713
	Iteration 11Q: 3 clusters Score -1312642 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1312903.000000 Penalty: 3064.605713
	Iteration 12Q: 3 clusters Score -1312903 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1313056.500000 Penalty: 3064.605713
	Iteration 13Q: 3 clusters Score -1313056 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1313141.375000 Penalty: 3064.605713
	Iteration 14Q: 3 clusters Score -1313141 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1313191.000000 Penalty: 3064.605713
	Iteration 15Q: 3 clusters Score -1313191 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1313230.125000 Penalty: 3064.605713
	Iteration 16Q: 3 clusters Score -1313230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1313249.750000 Penalty: 3064.605713
	Iteration 17Q: 3 clusters Score -1313250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1313267.250000 Penalty: 3064.605713
	Iteration 18Q: 3 clusters Score -1313267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1313279.125000 Penalty: 3064.605713
	Iteration 19Q: 3 clusters Score -1313279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1313287.875000 Penalty: 3064.605713
	Iteration 20F: 3 clusters Score -1313288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1313290.125000 Penalty: 3064.605713
	Iteration 21Q: 3 clusters Score -1313290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1313301.000000 Penalty: 3064.605713
	Iteration 22Q: 3 clusters Score -1313301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1313307.875000 Penalty: 3064.605713
	Iteration 23Q: 3 clusters Score -1313308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1313315.250000 Penalty: 3064.605713
	Iteration 24Q: 3 clusters Score -1313315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1313320.375000 Penalty: 3064.605713
	Iteration 25Q: 3 clusters Score -1313320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1313323.125000 Penalty: 3064.605713
	Iteration 26Q: 3 clusters Score -1313323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1313322.750000 Penalty: 3064.605713
	Iteration 27Q: 3 clusters Score -1313323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1313324.375000 Penalty: 3064.605713
	Iteration 28Q: 3 clusters Score -1313324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1313324.375000 Penalty: 3064.605713
	Iteration 29F: 3 clusters Score -1313324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Entering Unmasked Estep 
Score: -1522768.875000 Penalty: 1567.676392
	Iteration 0F: 2 clusters Score -1522769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1512139.750000 Penalty: 3135.352783
	Iteration 0F: 3 clusters Score -1512140 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1516207.500000 Penalty: 3135.352783
	Iteration 1F: 3 clusters Score -1516208 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1516700.500000 Penalty: 3135.352783
	Iteration 2F: 3 clusters Score -1516700 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1517095.875000 Penalty: 3135.352783
	Iteration 3F: 3 clusters Score -1517096 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1517426.750000 Penalty: 3135.352783
	Iteration 4Q: 3 clusters Score -1517427 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1517743.000000 Penalty: 3135.352783
	Iteration 5Q: 3 clusters Score -1517743 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1518036.250000 Penalty: 3135.352783
	Iteration 6Q: 3 clusters Score -1518036 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1518307.250000 Penalty: 3135.352783
	Iteration 7Q: 3 clusters Score -1518307 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1518574.625000 Penalty: 3135.352783
	Iteration 8Q: 3 clusters Score -1518575 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1518803.000000 Penalty: 3135.352783
	Iteration 9Q: 3 clusters Score -1518803 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1518998.625000 Penalty: 3135.352783
	Iteration 10Q: 3 clusters Score -1518999 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1519171.125000 Penalty: 3135.352783
	Iteration 11Q: 3 clusters Score -1519171 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1519343.375000 Penalty: 3135.352783
	Iteration 12Q: 3 clusters Score -1519343 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1519458.750000 Penalty: 3135.352783
	Iteration 13Q: 3 clusters Score -1519459 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1519527.875000 Penalty: 3135.352783
	Iteration 14Q: 3 clusters Score -1519528 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1519586.875000 Penalty: 3135.352783
	Iteration 15Q: 3 clusters Score -1519587 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1519638.000000 Penalty: 3135.352783
	Iteration 16Q: 3 clusters Score -1519638 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1519705.000000 Penalty: 3135.352783
	Iteration 17Q: 3 clusters Score -1519705 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1519769.250000 Penalty: 3135.352783
	Iteration 18Q: 3 clusters Score -1519769 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1519826.375000 Penalty: 3135.352783
	Iteration 19Q: 3 clusters Score -1519826 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1519891.375000 Penalty: 3135.352783
	Iteration 20F: 3 clusters Score -1519891 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1519939.375000 Penalty: 3135.352783
	Iteration 21Q: 3 clusters Score -1519939 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1519984.375000 Penalty: 3135.352783
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Mstep: Class 1 contains 7937 members 
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Mstep: Class 1 contains 7884 members 
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Mstep: Class 1 contains 7845 members 
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Mstep: Class 1 contains 7796 members 
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Mstep: Class 1 contains 7740 members 
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Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 7823 members 
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Mstep: Class 1 contains 7515 members 
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Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 8041 members 
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Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 8097 members 
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Mstep: Class 1 contains 7333 members 
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Mstep: Class 1 contains 7281 members 
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Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 8254 members 
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Mstep: Class 1 contains 7050 members 
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Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 8497 members 
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Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 8560 members 
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Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 8613 members 
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Mstep: Class 1 contains 6829 members 
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Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 8695 members 
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Mstep: Class 1 contains 6743 members 
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Mstep: Class 1 contains 6706 members 
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Mstep: Class 1 contains 6337 members 
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Mstep: Class 1 contains 6261 members 
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Mstep: Class 1 contains 6215 members 
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Mstep: Class 1 contains 6165 members 
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Mstep: Class 1 contains 6066 members 
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Mstep: Class 1 contains 5963 members 
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Mstep: Class 1 contains 5795 members 
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Mstep: Class 1 contains 5726 members 
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Mstep: Class 1 contains 5631 members 
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Mstep: Class 1 contains 4644 members 
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Mstep: Class 1 contains 4527 members 
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Mstep: Class 1 contains 4430 members 
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Mstep: Class 1 contains 4255 members 
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Mstep: Class 1 contains 4033 members 
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Mstep: Class 1 contains 3955 members 
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Mstep: Class 1 contains 3872 members 
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Mstep: Class 1 contains 3789 members 
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Mstep: Class 1 contains 3722 members 
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Mstep: Class 1 contains 3646 members 
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Mstep: Class 1 contains 1668 members 
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Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1521757.000000 Penalty: 3135.352783
	Iteration 115Q: 3 clusters Score -1521757 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1521772.750000 Penalty: 3135.352783
	Iteration 116Q: 3 clusters Score -1521773 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1521790.375000 Penalty: 3135.352783
	Iteration 117Q: 3 clusters Score -1521790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1521802.375000 Penalty: 3135.352783
	Iteration 118Q: 3 clusters Score -1521802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1521808.250000 Penalty: 3135.352783
	Iteration 119Q: 3 clusters Score -1521808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1521816.750000 Penalty: 3135.352783
	Iteration 120F: 3 clusters Score -1521817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1521826.125000 Penalty: 3135.352783
	Iteration 121Q: 3 clusters Score -1521826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1521834.500000 Penalty: 3135.352783
	Iteration 122Q: 3 clusters Score -1521834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1521836.000000 Penalty: 3135.352783
	Iteration 123Q: 3 clusters Score -1521836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1521837.750000 Penalty: 3135.352783
	Iteration 124Q: 3 clusters Score -1521838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1521841.500000 Penalty: 3135.352783
	Iteration 125Q: 3 clusters Score -1521842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1521842.000000 Penalty: 3135.352783
	Iteration 126Q: 3 clusters Score -1521842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1521843.250000 Penalty: 3135.352783
	Iteration 127Q: 3 clusters Score -1521843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1521844.250000 Penalty: 3135.352783
	Iteration 128Q: 3 clusters Score -1521844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1521849.125000 Penalty: 3135.352783
	Iteration 129Q: 3 clusters Score -1521849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1521855.250000 Penalty: 3135.352783
	Iteration 130Q: 3 clusters Score -1521855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1521859.125000 Penalty: 3135.352783
	Iteration 131Q: 3 clusters Score -1521859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1521861.625000 Penalty: 3135.352783
	Iteration 132Q: 3 clusters Score -1521862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1521863.375000 Penalty: 3135.352783
	Iteration 133Q: 3 clusters Score -1521863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1521867.250000 Penalty: 3135.352783
	Iteration 134Q: 3 clusters Score -1521867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1521863.625000 Penalty: 3135.352783
	Iteration 135Q: 3 clusters Score -1521864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1521865.125000 Penalty: 3135.352783
	Iteration 136Q: 3 clusters Score -1521865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1521864.250000 Penalty: 3135.352783
	Iteration 137Q: 3 clusters Score -1521864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1521869.250000 Penalty: 3135.352783
	Iteration 138Q: 3 clusters Score -1521869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1521870.250000 Penalty: 3135.352783
	Iteration 139Q: 3 clusters Score -1521870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1521871.250000 Penalty: 3135.352783
	Iteration 140F: 3 clusters Score -1521871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1521873.375000 Penalty: 3135.352783
	Iteration 141Q: 3 clusters Score -1521873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1521874.000000 Penalty: 3135.352783
	Iteration 142Q: 3 clusters Score -1521874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1521877.000000 Penalty: 3135.352783
	Iteration 143Q: 3 clusters Score -1521877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1521877.000000 Penalty: 3135.352783
	Iteration 144Q: 3 clusters Score -1521877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1521877.000000 Penalty: 3135.352783
	Iteration 145F: 3 clusters Score -1521877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Entering Unmasked Estep 
Score: -148048.015625 Penalty: 1205.844116
	Iteration 0F: 2 clusters Score -148048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -146201.562500 Penalty: 2411.688232
	Iteration 0F: 3 clusters Score -146201.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -146674.031250 Penalty: 2411.688232
	Iteration 1F: 3 clusters Score -146674 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -146881.140625 Penalty: 2411.688232
	Iteration 2F: 3 clusters Score -146881.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -147017.250000 Penalty: 2411.688232
	Iteration 3F: 3 clusters Score -147017.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -147109.937500 Penalty: 2411.688232
	Iteration 4F: 3 clusters Score -147109.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -147178.328125 Penalty: 2411.688232
	Iteration 5Q: 3 clusters Score -147178.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -147221.296875 Penalty: 2411.688232
	Iteration 6Q: 3 clusters Score -147221.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -147258.218750 Penalty: 2411.688232
	Iteration 7Q: 3 clusters Score -147258.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -147286.203125 Penalty: 2411.688232
	Iteration 8Q: 3 clusters Score -147286.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -147311.562500 Penalty: 2411.688232
	Iteration 9Q: 3 clusters Score -147311.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -147334.625000 Penalty: 2411.688232
	Iteration 10Q: 3 clusters Score -147334.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -147351.500000 Penalty: 2411.688232
	Iteration 11Q: 3 clusters Score -147351.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -147364.031250 Penalty: 2411.688232
	Iteration 12Q: 3 clusters Score -147364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -147376.078125 Penalty: 2411.688232
	Iteration 13Q: 3 clusters Score -147376.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -147386.921875 Penalty: 2411.688232
	Iteration 14Q: 3 clusters Score -147386.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -147392.093750 Penalty: 2411.688232
	Iteration 15Q: 3 clusters Score -147392.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -147398.078125 Penalty: 2411.688232
	Iteration 16Q: 3 clusters Score -147398.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -147399.046875 Penalty: 2411.688232
	Iteration 17Q: 3 clusters Score -147399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -147400.390625 Penalty: 2411.688232
	Iteration 18Q: 3 clusters Score -147400.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -147401.750000 Penalty: 2411.688232
	Iteration 19Q: 3 clusters Score -147401.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -147402.843750 Penalty: 2411.688232
	Iteration 20F: 3 clusters Score -147402.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -147404.765625 Penalty: 2411.688232
	Iteration 21Q: 3 clusters Score -147404.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -147406.406250 Penalty: 2411.688232
	Iteration 22Q: 3 clusters Score -147406.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -147406.828125 Penalty: 2411.688232
	Iteration 23Q: 3 clusters Score -147406.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -147407.171875 Penalty: 2411.688232
	Iteration 24Q: 3 clusters Score -147407.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -147407.171875 Penalty: 2411.688232
	Iteration 25F: 3 clusters Score -147407.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Entering Unmasked Estep 
Score: -1593967.625000 Penalty: 1564.174561
	Iteration 0F: 2 clusters Score -1593968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1583415.250000 Penalty: 3128.349121
	Iteration 0F: 3 clusters Score -1583415 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1587085.125000 Penalty: 3128.349121
	Iteration 1F: 3 clusters Score -1587085 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1587390.750000 Penalty: 3128.349121
	Iteration 2F: 3 clusters Score -1587391 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1587681.625000 Penalty: 3128.349121
	Iteration 3Q: 3 clusters Score -1587682 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1587979.750000 Penalty: 3128.349121
	Iteration 4Q: 3 clusters Score -1587980 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1588298.625000 Penalty: 3128.349121
	Iteration 5Q: 3 clusters Score -1588299 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1588651.875000 Penalty: 3128.349121
	Iteration 6Q: 3 clusters Score -1588652 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1589036.750000 Penalty: 3128.349121
	Iteration 7Q: 3 clusters Score -1589037 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1589467.250000 Penalty: 3128.349121
	Iteration 8Q: 3 clusters Score -1589467 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1589897.500000 Penalty: 3128.349121
	Iteration 9Q: 3 clusters Score -1589898 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1590268.875000 Penalty: 3128.349121
	Iteration 10Q: 3 clusters Score -1590269 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1590610.750000 Penalty: 3128.349121
	Iteration 11Q: 3 clusters Score -1590611 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1590893.125000 Penalty: 3128.349121
	Iteration 12Q: 3 clusters Score -1590893 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1591071.625000 Penalty: 3128.349121
	Iteration 13Q: 3 clusters Score -1591072 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1591204.750000 Penalty: 3128.349121
	Iteration 14Q: 3 clusters Score -1591205 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1591304.250000 Penalty: 3128.349121
	Iteration 15Q: 3 clusters Score -1591304 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1591359.000000 Penalty: 3128.349121
	Iteration 16Q: 3 clusters Score -1591359 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1591399.875000 Penalty: 3128.349121
	Iteration 17Q: 3 clusters Score -1591400 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1591438.500000 Penalty: 3128.349121
	Iteration 18Q: 3 clusters Score -1591438 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1591470.875000 Penalty: 3128.349121
	Iteration 19Q: 3 clusters Score -1591471 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1591493.625000 Penalty: 3128.349121
	Iteration 20F: 3 clusters Score -1591494 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1591508.875000 Penalty: 3128.349121
	Iteration 21Q: 3 clusters Score -1591509 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1591528.250000 Penalty: 3128.349121
	Iteration 22Q: 3 clusters Score -1591528 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1591541.375000 Penalty: 3128.349121
	Iteration 23Q: 3 clusters Score -1591541 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1591551.875000 Penalty: 3128.349121
	Iteration 24Q: 3 clusters Score -1591552 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1591558.000000 Penalty: 3128.349121
	Iteration 25Q: 3 clusters Score -1591558 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1591564.750000 Penalty: 3128.349121
	Iteration 26Q: 3 clusters Score -1591565 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1591566.500000 Penalty: 3128.349121
	Iteration 27Q: 3 clusters Score -1591566 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1591570.625000 Penalty: 3128.349121
	Iteration 28Q: 3 clusters Score -1591571 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1591575.250000 Penalty: 3128.349121
	Iteration 29Q: 3 clusters Score -1591575 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1591582.625000 Penalty: 3128.349121
	Iteration 30Q: 3 clusters Score -1591583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1591585.625000 Penalty: 3128.349121
	Iteration 31Q: 3 clusters Score -1591586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1591587.625000 Penalty: 3128.349121
	Iteration 32Q: 3 clusters Score -1591588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1591585.000000 Penalty: 3128.349121
	Iteration 33Q: 3 clusters Score -1591585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1591592.500000 Penalty: 3128.349121
	Iteration 34Q: 3 clusters Score -1591592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1591598 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1591597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1591601.000000 Penalty: 3128.349121
	Iteration 37Q: 3 clusters Score -1591601 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1591602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1591608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1591621.750000 Penalty: 3128.349121
	Iteration 40F: 3 clusters Score -1591622 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1591616.625000 Penalty: 3128.349121
	Iteration 41Q: 3 clusters Score -1591617 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1591624 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1591638.375000 Penalty: 3128.349121
	Iteration 43Q: 3 clusters Score -1591638 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1591641.250000 Penalty: 3128.349121
	Iteration 44Q: 3 clusters Score -1591641 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1591657 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1591674 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1591682.875000 Penalty: 3128.349121
	Iteration 47Q: 3 clusters Score -1591683 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1591694.625000 Penalty: 3128.349121
	Iteration 48Q: 3 clusters Score -1591695 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1591701.500000 Penalty: 3128.349121
	Iteration 49Q: 3 clusters Score -1591702 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1591708.250000 Penalty: 3128.349121
	Iteration 50Q: 3 clusters Score -1591708 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1591711.250000 Penalty: 3128.349121
	Iteration 51Q: 3 clusters Score -1591711 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1591722.500000 Penalty: 3128.349121
	Iteration 52Q: 3 clusters Score -1591722 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1591728.125000 Penalty: 3128.349121
	Iteration 53Q: 3 clusters Score -1591728 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1591740.625000 Penalty: 3128.349121
	Iteration 54Q: 3 clusters Score -1591741 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1591749.625000 Penalty: 3128.349121
	Iteration 55Q: 3 clusters Score -1591750 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1591768 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1591782 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1591804.250000 Penalty: 3128.349121
	Iteration 58Q: 3 clusters Score -1591804 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1591826 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1591848.625000 Penalty: 3128.349121
	Iteration 60F: 3 clusters Score -1591849 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1591876.875000 Penalty: 3128.349121
	Iteration 61Q: 3 clusters Score -1591877 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1591903.500000 Penalty: 3128.349121
	Iteration 62Q: 3 clusters Score -1591904 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1591930.375000 Penalty: 3128.349121
	Iteration 63Q: 3 clusters Score -1591930 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1591966.625000 Penalty: 3128.349121
	Iteration 64Q: 3 clusters Score -1591967 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1591991.250000 Penalty: 3128.349121
	Iteration 65Q: 3 clusters Score -1591991 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1592021.375000 Penalty: 3128.349121
	Iteration 66Q: 3 clusters Score -1592021 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1592034 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1592056 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1592076 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1592091.000000 Penalty: 3128.349121
	Iteration 70Q: 3 clusters Score -1592091 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1592098 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1592119 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1592143 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1592157.875000 Penalty: 3128.349121
	Iteration 74Q: 3 clusters Score -1592158 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
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Entering Unmasked Estep 
Score: -1592173.500000 Penalty: 3128.349121
	Iteration 75Q: 3 clusters Score -1592174 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1592188 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1592208 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1592227.375000 Penalty: 3128.349121
	Iteration 78Q: 3 clusters Score -1592227 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1592240.250000 Penalty: 3128.349121
	Iteration 79Q: 3 clusters Score -1592240 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
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Entering Unmasked Estep 
Score: -1592268.375000 Penalty: 3128.349121
	Iteration 80F: 3 clusters Score -1592268 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1592288 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1592319 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1592347 nChanged 118
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Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1592379 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1592404.000000 Penalty: 3128.349121
	Iteration 85Q: 3 clusters Score -1592404 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1592430 nChanged 114
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Mstep: Class 1 contains 9325 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1592458 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9436 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1592483 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9542 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1592503 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1592542 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1592571 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1592592 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1592629.000000 Penalty: 3128.349121
	Iteration 93Q: 3 clusters Score -1592629 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1592657 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1592685 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1592712.000000 Penalty: 3128.349121
	Iteration 96Q: 3 clusters Score -1592712 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1592736.375000 Penalty: 3128.349121
	Iteration 97Q: 3 clusters Score -1592736 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1592760 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1592795 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1592821.250000 Penalty: 3128.349121
	Iteration 100F: 3 clusters Score -1592821 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1592841 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1592856 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1592885.875000 Penalty: 3128.349121
	Iteration 103Q: 3 clusters Score -1592886 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1592894 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1592903.375000 Penalty: 3128.349121
	Iteration 105Q: 3 clusters Score -1592903 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1592907.500000 Penalty: 3128.349121
	Iteration 106Q: 3 clusters Score -1592908 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1592910.875000 Penalty: 3128.349121
	Iteration 107Q: 3 clusters Score -1592911 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1592913.000000 Penalty: 3128.349121
	Iteration 108Q: 3 clusters Score -1592913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1592918.625000 Penalty: 3128.349121
	Iteration 109Q: 3 clusters Score -1592919 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1592923.750000 Penalty: 3128.349121
	Iteration 110Q: 3 clusters Score -1592924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1592930.250000 Penalty: 3128.349121
	Iteration 111Q: 3 clusters Score -1592930 nChanged 20
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Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1592931.375000 Penalty: 3128.349121
	Iteration 112Q: 3 clusters Score -1592931 nChanged 24
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Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1592942.000000 Penalty: 3128.349121
	Iteration 113Q: 3 clusters Score -1592942 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1592939.000000 Penalty: 3128.349121
	Iteration 114Q: 3 clusters Score -1592939 nChanged 17
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Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1592943.750000 Penalty: 3128.349121
	Iteration 115Q: 3 clusters Score -1592944 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1592946.250000 Penalty: 3128.349121
	Iteration 116Q: 3 clusters Score -1592946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1592948.750000 Penalty: 3128.349121
	Iteration 117Q: 3 clusters Score -1592949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1592946.625000 Penalty: 3128.349121
	Iteration 118Q: 3 clusters Score -1592947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1592949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1592949.625000 Penalty: 3128.349121
	Iteration 120F: 3 clusters Score -1592950 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1592953.625000 Penalty: 3128.349121
	Iteration 121Q: 3 clusters Score -1592954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1592953.250000 Penalty: 3128.349121
	Iteration 122Q: 3 clusters Score -1592953 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1592956.250000 Penalty: 3128.349121
	Iteration 123Q: 3 clusters Score -1592956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1592958.000000 Penalty: 3128.349121
	Iteration 124Q: 3 clusters Score -1592958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1592958 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1592964.500000 Penalty: 3128.349121
	Iteration 126Q: 3 clusters Score -1592964 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1592965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1592962.250000 Penalty: 3128.349121
	Iteration 128Q: 3 clusters Score -1592962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1592967.375000 Penalty: 3128.349121
	Iteration 129Q: 3 clusters Score -1592967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1592967.125000 Penalty: 3128.349121
	Iteration 130Q: 3 clusters Score -1592967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1592968.875000 Penalty: 3128.349121
	Iteration 131Q: 3 clusters Score -1592969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1592970.000000 Penalty: 3128.349121
	Iteration 132Q: 3 clusters Score -1592970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1592972.750000 Penalty: 3128.349121
	Iteration 133Q: 3 clusters Score -1592973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1592971.750000 Penalty: 3128.349121
	Iteration 134Q: 3 clusters Score -1592972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1592968.500000 Penalty: 3128.349121
	Iteration 135Q: 3 clusters Score -1592968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1592970.375000 Penalty: 3128.349121
	Iteration 136Q: 3 clusters Score -1592970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1592969.875000 Penalty: 3128.349121
	Iteration 137Q: 3 clusters Score -1592970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1592971.750000 Penalty: 3128.349121
	Iteration 138Q: 3 clusters Score -1592972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1592970.500000 Penalty: 3128.349121
	Iteration 139Q: 3 clusters Score -1592970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1592969.000000 Penalty: 3128.349121
	Iteration 140F: 3 clusters Score -1592969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1592968.000000 Penalty: 3128.349121
	Iteration 141Q: 3 clusters Score -1592968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1592970.500000 Penalty: 3128.349121
	Iteration 142Q: 3 clusters Score -1592970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1592968.750000 Penalty: 3128.349121
	Iteration 143Q: 3 clusters Score -1592969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1592973.125000 Penalty: 3128.349121
	Iteration 144Q: 3 clusters Score -1592973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1592973.250000 Penalty: 3128.349121
	Iteration 145Q: 3 clusters Score -1592973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1592972.875000 Penalty: 3128.349121
	Iteration 146Q: 3 clusters Score -1592973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1592974.125000 Penalty: 3128.349121
	Iteration 147Q: 3 clusters Score -1592974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1592973.500000 Penalty: 3128.349121
	Iteration 148Q: 3 clusters Score -1592974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1592972.875000 Penalty: 3128.349121
	Iteration 149Q: 3 clusters Score -1592973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1592972.500000 Penalty: 3128.349121
	Iteration 150Q: 3 clusters Score -1592972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1592971.375000 Penalty: 3128.349121
	Iteration 151Q: 3 clusters Score -1592971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1592971.375000 Penalty: 3128.349121
	Iteration 152F: 3 clusters Score -1592971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Entering Unmasked Estep 
Score: -2977724.000000 Penalty: 1664.347046
	Iteration 0F: 2 clusters Score -2977724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2958811.750000 Penalty: 3328.694092
	Iteration 0F: 3 clusters Score -2958812 nChanged 12995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2965790.000000 Penalty: 3328.694092
	Iteration 1F: 3 clusters Score -2965790 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2966224.250000 Penalty: 3328.694092
	Iteration 2Q: 3 clusters Score -2966224 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2966733.250000 Penalty: 3328.694092
	Iteration 3Q: 3 clusters Score -2966733 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2967352.250000 Penalty: 3328.694092
	Iteration 4Q: 3 clusters Score -2967352 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2968171.000000 Penalty: 3328.694092
	Iteration 5F: 3 clusters Score -2968171 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2969239.750000 Penalty: 3328.694092
	Iteration 6F: 3 clusters Score -2969240 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2970469.500000 Penalty: 3328.694092
	Iteration 7F: 3 clusters Score -2970470 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2971713.000000 Penalty: 3328.694092
	Iteration 8F: 3 clusters Score -2971713 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2972866.000000 Penalty: 3328.694092
	Iteration 9F: 3 clusters Score -2972866 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2973942.250000 Penalty: 3328.694092
	Iteration 10Q: 3 clusters Score -2973942 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2974871.750000 Penalty: 3328.694092
	Iteration 11Q: 3 clusters Score -2974872 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2975538.750000 Penalty: 3328.694092
	Iteration 12Q: 3 clusters Score -2975539 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2975983.500000 Penalty: 3328.694092
	Iteration 13Q: 3 clusters Score -2975984 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2976266.500000 Penalty: 3328.694092
	Iteration 14Q: 3 clusters Score -2976266 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2976421.750000 Penalty: 3328.694092
	Iteration 15Q: 3 clusters Score -2976422 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2976515.500000 Penalty: 3328.694092
	Iteration 16Q: 3 clusters Score -2976516 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2976566.250000 Penalty: 3328.694092
	Iteration 17Q: 3 clusters Score -2976566 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2976607.500000 Penalty: 3328.694092
	Iteration 18Q: 3 clusters Score -2976608 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2976630.500000 Penalty: 3328.694092
	Iteration 19Q: 3 clusters Score -2976630 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2976646.000000 Penalty: 3328.694092
	Iteration 20F: 3 clusters Score -2976646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2976658.000000 Penalty: 3328.694092
	Iteration 21Q: 3 clusters Score -2976658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2976678.250000 Penalty: 3328.694092
	Iteration 22Q: 3 clusters Score -2976678 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2976689.750000 Penalty: 3328.694092
	Iteration 23Q: 3 clusters Score -2976690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2976690.000000 Penalty: 3328.694092
	Iteration 24Q: 3 clusters Score -2976690 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2976699.750000 Penalty: 3328.694092
	Iteration 25Q: 3 clusters Score -2976700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2976719.000000 Penalty: 3328.694092
	Iteration 26Q: 3 clusters Score -2976719 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2976733.250000 Penalty: 3328.694092
	Iteration 27Q: 3 clusters Score -2976733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2976746.000000 Penalty: 3328.694092
	Iteration 28Q: 3 clusters Score -2976746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2976752.250000 Penalty: 3328.694092
	Iteration 29Q: 3 clusters Score -2976752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2976767.000000 Penalty: 3328.694092
	Iteration 30Q: 3 clusters Score -2976767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2976773.000000 Penalty: 3328.694092
	Iteration 31Q: 3 clusters Score -2976773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2976775.750000 Penalty: 3328.694092
	Iteration 32Q: 3 clusters Score -2976776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2976776.250000 Penalty: 3328.694092
	Iteration 33Q: 3 clusters Score -2976776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2976784.250000 Penalty: 3328.694092
	Iteration 34Q: 3 clusters Score -2976784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2976787.250000 Penalty: 3328.694092
	Iteration 35Q: 3 clusters Score -2976787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2976790.250000 Penalty: 3328.694092
	Iteration 36Q: 3 clusters Score -2976790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2976799.750000 Penalty: 3328.694092
	Iteration 37Q: 3 clusters Score -2976800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2976801.750000 Penalty: 3328.694092
	Iteration 38Q: 3 clusters Score -2976802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2976798.000000 Penalty: 3328.694092
	Iteration 39Q: 3 clusters Score -2976798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2976802.000000 Penalty: 3328.694092
	Iteration 40F: 3 clusters Score -2976802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2976804.250000 Penalty: 3328.694092
	Iteration 41Q: 3 clusters Score -2976804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2976806.250000 Penalty: 3328.694092
	Iteration 42Q: 3 clusters Score -2976806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2976811.500000 Penalty: 3328.694092
	Iteration 43Q: 3 clusters Score -2976812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2976811.500000 Penalty: 3328.694092
	Iteration 44Q: 3 clusters Score -2976812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2976812.750000 Penalty: 3328.694092
	Iteration 45Q: 3 clusters Score -2976813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2976812.250000 Penalty: 3328.694092
	Iteration 46Q: 3 clusters Score -2976812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2976811.500000 Penalty: 3328.694092
	Iteration 47Q: 3 clusters Score -2976812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2976811.500000 Penalty: 3328.694092
	Iteration 48F: 3 clusters Score -2976812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Entering Unmasked Estep 
Score: -1792042.375000 Penalty: 1581.361084
	Iteration 0F: 2 clusters Score -1792042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1780432.750000 Penalty: 3162.722168
	Iteration 0F: 3 clusters Score -1780433 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1784456.500000 Penalty: 3162.722168
	Iteration 1F: 3 clusters Score -1784456 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1784736.375000 Penalty: 3162.722168
	Iteration 2Q: 3 clusters Score -1784736 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1785009.000000 Penalty: 3162.722168
	Iteration 3Q: 3 clusters Score -1785009 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1785321.250000 Penalty: 3162.722168
	Iteration 4Q: 3 clusters Score -1785321 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1785668.250000 Penalty: 3162.722168
	Iteration 5Q: 3 clusters Score -1785668 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1786079.500000 Penalty: 3162.722168
	Iteration 6Q: 3 clusters Score -1786080 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1786543.250000 Penalty: 3162.722168
	Iteration 7F: 3 clusters Score -1786543 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1787106.500000 Penalty: 3162.722168
	Iteration 8F: 3 clusters Score -1787106 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1787764.125000 Penalty: 3162.722168
	Iteration 9F: 3 clusters Score -1787764 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1788450.250000 Penalty: 3162.722168
	Iteration 10Q: 3 clusters Score -1788450 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1789121.750000 Penalty: 3162.722168
	Iteration 11Q: 3 clusters Score -1789122 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1789616.250000 Penalty: 3162.722168
	Iteration 12Q: 3 clusters Score -1789616 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1789922.000000 Penalty: 3162.722168
	Iteration 13Q: 3 clusters Score -1789922 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1790060.875000 Penalty: 3162.722168
	Iteration 14Q: 3 clusters Score -1790061 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1790146.750000 Penalty: 3162.722168
	Iteration 15Q: 3 clusters Score -1790147 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1790216.125000 Penalty: 3162.722168
	Iteration 16Q: 3 clusters Score -1790216 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1790275.875000 Penalty: 3162.722168
	Iteration 17Q: 3 clusters Score -1790276 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1790313.625000 Penalty: 3162.722168
	Iteration 18Q: 3 clusters Score -1790314 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1790360.750000 Penalty: 3162.722168
	Iteration 19Q: 3 clusters Score -1790361 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1790415.625000 Penalty: 3162.722168
	Iteration 20F: 3 clusters Score -1790416 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1790457.875000 Penalty: 3162.722168
	Iteration 21Q: 3 clusters Score -1790458 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1790487.375000 Penalty: 3162.722168
	Iteration 22Q: 3 clusters Score -1790487 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1790514.750000 Penalty: 3162.722168
	Iteration 23Q: 3 clusters Score -1790515 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1790538.875000 Penalty: 3162.722168
	Iteration 24Q: 3 clusters Score -1790539 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1790561.500000 Penalty: 3162.722168
	Iteration 25Q: 3 clusters Score -1790562 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1790585.500000 Penalty: 3162.722168
	Iteration 26Q: 3 clusters Score -1790586 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1790606.625000 Penalty: 3162.722168
	Iteration 27Q: 3 clusters Score -1790607 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1790622.500000 Penalty: 3162.722168
	Iteration 28Q: 3 clusters Score -1790622 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1790636.625000 Penalty: 3162.722168
	Iteration 29Q: 3 clusters Score -1790637 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1790646.750000 Penalty: 3162.722168
	Iteration 30Q: 3 clusters Score -1790647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1790652.500000 Penalty: 3162.722168
	Iteration 31Q: 3 clusters Score -1790652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1790659.125000 Penalty: 3162.722168
	Iteration 32Q: 3 clusters Score -1790659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1790667.250000 Penalty: 3162.722168
	Iteration 33Q: 3 clusters Score -1790667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1790677.500000 Penalty: 3162.722168
	Iteration 34Q: 3 clusters Score -1790678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1790696.875000 Penalty: 3162.722168
	Iteration 35Q: 3 clusters Score -1790697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1790705.500000 Penalty: 3162.722168
	Iteration 36Q: 3 clusters Score -1790706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1790719.625000 Penalty: 3162.722168
	Iteration 37Q: 3 clusters Score -1790720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1790728.000000 Penalty: 3162.722168
	Iteration 38Q: 3 clusters Score -1790728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1790731.250000 Penalty: 3162.722168
	Iteration 39Q: 3 clusters Score -1790731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1790742.000000 Penalty: 3162.722168
	Iteration 40F: 3 clusters Score -1790742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1790747.375000 Penalty: 3162.722168
	Iteration 41Q: 3 clusters Score -1790747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1790757.000000 Penalty: 3162.722168
	Iteration 42Q: 3 clusters Score -1790757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1790771.750000 Penalty: 3162.722168
	Iteration 43Q: 3 clusters Score -1790772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1790779.875000 Penalty: 3162.722168
	Iteration 44Q: 3 clusters Score -1790780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1790777.625000 Penalty: 3162.722168
	Iteration 45Q: 3 clusters Score -1790778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1790786.250000 Penalty: 3162.722168
	Iteration 46Q: 3 clusters Score -1790786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1790787.000000 Penalty: 3162.722168
	Iteration 47Q: 3 clusters Score -1790787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1790790.875000 Penalty: 3162.722168
	Iteration 48Q: 3 clusters Score -1790791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1790790.000000 Penalty: 3162.722168
	Iteration 49Q: 3 clusters Score -1790790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1790791.250000 Penalty: 3162.722168
	Iteration 50Q: 3 clusters Score -1790791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1790791.625000 Penalty: 3162.722168
	Iteration 51Q: 3 clusters Score -1790792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1790793.125000 Penalty: 3162.722168
	Iteration 52Q: 3 clusters Score -1790793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1790791.500000 Penalty: 3162.722168
	Iteration 53Q: 3 clusters Score -1790792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1790791.500000 Penalty: 3162.722168
	Iteration 54F: 3 clusters Score -1790792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (130654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130654 members 
Entering Unmasked Estep 
Score: -14009906.000000 Penalty: 1914.300049
	Iteration 0F: 2 clusters Score -1.400991e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65330 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -13922527.000000 Penalty: 3828.600098
	Iteration 0F: 3 clusters Score -1.392253e+07 nChanged 63106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 67046 members 
Entering Unmasked Estep 
Score: -13959501.000000 Penalty: 3828.600098
	Iteration 1F: 3 clusters Score -1.39595e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62104 members 
Mstep: Class 2 contains 68550 members 
Entering Unmasked Estep 
Score: -13960920.000000 Penalty: 3828.600098
	Iteration 2Q: 3 clusters Score -1.396092e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59731 members 
Mstep: Class 2 contains 70923 members 
Entering Unmasked Estep 
Score: -13962861.000000 Penalty: 3828.600098
	Iteration 3Q: 3 clusters Score -1.396286e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56389 members 
Mstep: Class 2 contains 74265 members 
Entering Unmasked Estep 
Score: -13965857.000000 Penalty: 3828.600098
	Iteration 4F: 3 clusters Score -1.396586e+07 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 78685 members 
Entering Unmasked Estep 
Score: -13969685.000000 Penalty: 3828.600098
	Iteration 5F: 3 clusters Score -1.396968e+07 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 84182 members 
Entering Unmasked Estep 
Score: -13974453.000000 Penalty: 3828.600098
	Iteration 6F: 3 clusters Score -1.397445e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 90445 members 
Entering Unmasked Estep 
Score: -13979705.000000 Penalty: 3828.600098
	Iteration 7F: 3 clusters Score -1.39797e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 97030 members 
Entering Unmasked Estep 
Score: -13984907.000000 Penalty: 3828.600098
	Iteration 8F: 3 clusters Score -1.398491e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 103280 members 
Entering Unmasked Estep 
Score: -13989250.000000 Penalty: 3828.600098
	Iteration 9F: 3 clusters Score -1.398925e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 109062 members 
Entering Unmasked Estep 
Score: -13993237.000000 Penalty: 3828.600098
	Iteration 10Q: 3 clusters Score -1.399324e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 114242 members 
Entering Unmasked Estep 
Score: -13996943.000000 Penalty: 3828.600098
	Iteration 11Q: 3 clusters Score -1.399694e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 118482 members 
Entering Unmasked Estep 
Score: -14000296.000000 Penalty: 3828.600098
	Iteration 12Q: 3 clusters Score -1.40003e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 121584 members 
Entering Unmasked Estep 
Score: -14002905.000000 Penalty: 3828.600098
	Iteration 13Q: 3 clusters Score -1.40029e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 123678 members 
Entering Unmasked Estep 
Score: -14004666.000000 Penalty: 3828.600098
	Iteration 14Q: 3 clusters Score -1.400467e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 125025 members 
Entering Unmasked Estep 
Score: -14005800.000000 Penalty: 3828.600098
	Iteration 15Q: 3 clusters Score -1.40058e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 125919 members 
Entering Unmasked Estep 
Score: -14006435.000000 Penalty: 3828.600098
	Iteration 16Q: 3 clusters Score -1.400644e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 126575 members 
Entering Unmasked Estep 
Score: -14006895.000000 Penalty: 3828.600098
	Iteration 17Q: 3 clusters Score -1.40069e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 127044 members 
Entering Unmasked Estep 
Score: -14007169.000000 Penalty: 3828.600098
	Iteration 18Q: 3 clusters Score -1.400717e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 127421 members 
Entering Unmasked Estep 
Score: -14007453.000000 Penalty: 3828.600098
	Iteration 19Q: 3 clusters Score -1.400745e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 127732 members 
Entering Unmasked Estep 
Score: -14007648.000000 Penalty: 3828.600098
	Iteration 20F: 3 clusters Score -1.400765e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 127963 members 
Entering Unmasked Estep 
Score: -14007797.000000 Penalty: 3828.600098
	Iteration 21Q: 3 clusters Score -1.40078e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 128152 members 
Entering Unmasked Estep 
Score: -14007942.000000 Penalty: 3828.600098
	Iteration 22Q: 3 clusters Score -1.400794e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 128295 members 
Entering Unmasked Estep 
Score: -14008006.000000 Penalty: 3828.600098
	Iteration 23Q: 3 clusters Score -1.400801e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 128423 members 
Entering Unmasked Estep 
Score: -14008075.000000 Penalty: 3828.600098
	Iteration 24Q: 3 clusters Score -1.400808e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 128552 members 
Entering Unmasked Estep 
Score: -14008155.000000 Penalty: 3828.600098
	Iteration 25Q: 3 clusters Score -1.400816e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 128650 members 
Entering Unmasked Estep 
Score: -14008208.000000 Penalty: 3828.600098
	Iteration 26Q: 3 clusters Score -1.400821e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 128726 members 
Entering Unmasked Estep 
Score: -14008275.000000 Penalty: 3828.600098
	Iteration 27Q: 3 clusters Score -1.400828e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 128794 members 
Entering Unmasked Estep 
Score: -14008323.000000 Penalty: 3828.600098
	Iteration 28Q: 3 clusters Score -1.400832e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 128844 members 
Entering Unmasked Estep 
Score: -14008370.000000 Penalty: 3828.600098
	Iteration 29Q: 3 clusters Score -1.400837e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 128885 members 
Entering Unmasked Estep 
Score: -14008411.000000 Penalty: 3828.600098
	Iteration 30Q: 3 clusters Score -1.400841e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 128929 members 
Entering Unmasked Estep 
Score: -14008423.000000 Penalty: 3828.600098
	Iteration 31Q: 3 clusters Score -1.400842e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 128961 members 
Entering Unmasked Estep 
Score: -14008451.000000 Penalty: 3828.600098
	Iteration 32Q: 3 clusters Score -1.400845e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 128992 members 
Entering Unmasked Estep 
Score: -14008462.000000 Penalty: 3828.600098
	Iteration 33Q: 3 clusters Score -1.400846e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 129009 members 
Entering Unmasked Estep 
Score: -14008472.000000 Penalty: 3828.600098
	Iteration 34Q: 3 clusters Score -1.400847e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 129018 members 
Entering Unmasked Estep 
Score: -14008490.000000 Penalty: 3828.600098
	Iteration 35Q: 3 clusters Score -1.400849e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 129025 members 
Entering Unmasked Estep 
Score: -14008483.000000 Penalty: 3828.600098
	Iteration 36Q: 3 clusters Score -1.400848e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 129035 members 
Entering Unmasked Estep 
Score: -14008487.000000 Penalty: 3828.600098
	Iteration 37Q: 3 clusters Score -1.400849e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 129048 members 
Entering Unmasked Estep 
Score: -14008494.000000 Penalty: 3828.600098
	Iteration 38Q: 3 clusters Score -1.400849e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 129061 members 
Entering Unmasked Estep 
Score: -14008502.000000 Penalty: 3828.600098
	Iteration 39Q: 3 clusters Score -1.40085e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 129083 members 
Entering Unmasked Estep 
Score: -14008526.000000 Penalty: 3828.600098
	Iteration 40F: 3 clusters Score -1.400853e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 129101 members 
Entering Unmasked Estep 
Score: -14008534.000000 Penalty: 3828.600098
	Iteration 41Q: 3 clusters Score -1.400853e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 129118 members 
Entering Unmasked Estep 
Score: -14008542.000000 Penalty: 3828.600098
	Iteration 42Q: 3 clusters Score -1.400854e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 129129 members 
Entering Unmasked Estep 
Score: -14008551.000000 Penalty: 3828.600098
	Iteration 43Q: 3 clusters Score -1.400855e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 129141 members 
Entering Unmasked Estep 
Score: -14008562.000000 Penalty: 3828.600098
	Iteration 44Q: 3 clusters Score -1.400856e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 129150 members 
Entering Unmasked Estep 
Score: -14008556.000000 Penalty: 3828.600098
	Iteration 45Q: 3 clusters Score -1.400856e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 129168 members 
Entering Unmasked Estep 
Score: -14008570.000000 Penalty: 3828.600098
	Iteration 46Q: 3 clusters Score -1.400857e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 129174 members 
Entering Unmasked Estep 
Score: -14008576.000000 Penalty: 3828.600098
	Iteration 47Q: 3 clusters Score -1.400858e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 129181 members 
Entering Unmasked Estep 
Score: -14008568.000000 Penalty: 3828.600098
	Iteration 48Q: 3 clusters Score -1.400857e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 129187 members 
Entering Unmasked Estep 
Score: -14008563.000000 Penalty: 3828.600098
	Iteration 49Q: 3 clusters Score -1.400856e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 129198 members 
Entering Unmasked Estep 
Score: -14008576.000000 Penalty: 3828.600098
	Iteration 50Q: 3 clusters Score -1.400858e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 129210 members 
Entering Unmasked Estep 
Score: -14008568.000000 Penalty: 3828.600098
	Iteration 51Q: 3 clusters Score -1.400857e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 129217 members 
Entering Unmasked Estep 
Score: -14008580.000000 Penalty: 3828.600098
	Iteration 52Q: 3 clusters Score -1.400858e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 129223 members 
Entering Unmasked Estep 
Score: -14008587.000000 Penalty: 3828.600098
	Iteration 53Q: 3 clusters Score -1.400859e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 129232 members 
Entering Unmasked Estep 
Score: -14008591.000000 Penalty: 3828.600098
	Iteration 54Q: 3 clusters Score -1.400859e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 129239 members 
Entering Unmasked Estep 
Score: -14008602.000000 Penalty: 3828.600098
	Iteration 55Q: 3 clusters Score -1.40086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 129239 members 
Entering Unmasked Estep 
Score: -14008597.000000 Penalty: 3828.600098
	Iteration 56Q: 3 clusters Score -1.40086e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 129234 members 
Entering Unmasked Estep 
Score: -14008587.000000 Penalty: 3828.600098
	Iteration 57Q: 3 clusters Score -1.400859e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 129233 members 
Entering Unmasked Estep 
Score: -14008618.000000 Penalty: 3828.600098
	Iteration 58Q: 3 clusters Score -1.400862e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 129239 members 
Entering Unmasked Estep 
Score: -14008631.000000 Penalty: 3828.600098
	Iteration 59Q: 3 clusters Score -1.400863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 129244 members 
Entering Unmasked Estep 
Score: -14008627.000000 Penalty: 3828.600098
	Iteration 60F: 3 clusters Score -1.400863e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 129246 members 
Entering Unmasked Estep 
Score: -14008651.000000 Penalty: 3828.600098
	Iteration 61Q: 3 clusters Score -1.400865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 129245 members 
Entering Unmasked Estep 
Score: -14008657.000000 Penalty: 3828.600098
	Iteration 62Q: 3 clusters Score -1.400866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 129241 members 
Entering Unmasked Estep 
Score: -14008650.000000 Penalty: 3828.600098
	Iteration 63Q: 3 clusters Score -1.400865e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 129243 members 
Entering Unmasked Estep 
Score: -14008646.000000 Penalty: 3828.600098
	Iteration 64Q: 3 clusters Score -1.400865e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 129247 members 
Entering Unmasked Estep 
Score: -14008639.000000 Penalty: 3828.600098
	Iteration 65Q: 3 clusters Score -1.400864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 129253 members 
Entering Unmasked Estep 
Score: -14008664.000000 Penalty: 3828.600098
	Iteration 66Q: 3 clusters Score -1.400866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 129257 members 
Entering Unmasked Estep 
Score: -14008662.000000 Penalty: 3828.600098
	Iteration 67Q: 3 clusters Score -1.400866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 129263 members 
Entering Unmasked Estep 
Score: -14008658.000000 Penalty: 3828.600098
	Iteration 68Q: 3 clusters Score -1.400866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 129265 members 
Entering Unmasked Estep 
Score: -14008670.000000 Penalty: 3828.600098
	Iteration 69Q: 3 clusters Score -1.400867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 129271 members 
Entering Unmasked Estep 
Score: -14008662.000000 Penalty: 3828.600098
	Iteration 70Q: 3 clusters Score -1.400866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 129278 members 
Entering Unmasked Estep 
Score: -14008664.000000 Penalty: 3828.600098
	Iteration 71Q: 3 clusters Score -1.400866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 129283 members 
Entering Unmasked Estep 
Score: -14008660.000000 Penalty: 3828.600098
	Iteration 72Q: 3 clusters Score -1.400866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 129278 members 
Entering Unmasked Estep 
Score: -14008660.000000 Penalty: 3828.600098
	Iteration 73Q: 3 clusters Score -1.400866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 129275 members 
Entering Unmasked Estep 
Score: -14008658.000000 Penalty: 3828.600098
	Iteration 74Q: 3 clusters Score -1.400866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 129272 members 
Entering Unmasked Estep 
Score: -14008664.000000 Penalty: 3828.600098
	Iteration 75Q: 3 clusters Score -1.400866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 129271 members 
Entering Unmasked Estep 
Score: -14008661.000000 Penalty: 3828.600098
	Iteration 76Q: 3 clusters Score -1.400866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 129267 members 
Entering Unmasked Estep 
Score: -14008653.000000 Penalty: 3828.600098
	Iteration 77Q: 3 clusters Score -1.400865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 129267 members 
Entering Unmasked Estep 
Score: -14008653.000000 Penalty: 3828.600098
	Iteration 78Q: 3 clusters Score -1.400865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 129270 members 
Entering Unmasked Estep 
Score: -14008655.000000 Penalty: 3828.600098
	Iteration 79Q: 3 clusters Score -1.400866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 129271 members 
Entering Unmasked Estep 
Score: -14008659.000000 Penalty: 3828.600098
	Iteration 80F: 3 clusters Score -1.400866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 129270 members 
Entering Unmasked Estep 
Score: -14008647.000000 Penalty: 3828.600098
	Iteration 81Q: 3 clusters Score -1.400865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 129268 members 
Entering Unmasked Estep 
Score: -14008650.000000 Penalty: 3828.600098
	Iteration 82Q: 3 clusters Score -1.400865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 129269 members 
Entering Unmasked Estep 
Score: -14008650.000000 Penalty: 3828.600098
	Iteration 83Q: 3 clusters Score -1.400865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 129272 members 
Entering Unmasked Estep 
Score: -14008647.000000 Penalty: 3828.600098
	Iteration 84Q: 3 clusters Score -1.400865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 129273 members 
Entering Unmasked Estep 
Score: -14008648.000000 Penalty: 3828.600098
	Iteration 85Q: 3 clusters Score -1.400865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 129275 members 
Entering Unmasked Estep 
Score: -14008645.000000 Penalty: 3828.600098
	Iteration 86Q: 3 clusters Score -1.400864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 129279 members 
Entering Unmasked Estep 
Score: -14008649.000000 Penalty: 3828.600098
	Iteration 87Q: 3 clusters Score -1.400865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 129283 members 
Entering Unmasked Estep 
Score: -14008660.000000 Penalty: 3828.600098
	Iteration 88Q: 3 clusters Score -1.400866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 129290 members 
Entering Unmasked Estep 
Score: -14008664.000000 Penalty: 3828.600098
	Iteration 89Q: 3 clusters Score -1.400866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 129294 members 
Entering Unmasked Estep 
Score: -14008660.000000 Penalty: 3828.600098
	Iteration 90Q: 3 clusters Score -1.400866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 129294 members 
Entering Unmasked Estep 
Score: -14008661.000000 Penalty: 3828.600098
	Iteration 91Q: 3 clusters Score -1.400866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 129299 members 
Entering Unmasked Estep 
Score: -14008670.000000 Penalty: 3828.600098
	Iteration 92Q: 3 clusters Score -1.400867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 129300 members 
Entering Unmasked Estep 
Score: -14008675.000000 Penalty: 3828.600098
	Iteration 93Q: 3 clusters Score -1.400868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 129300 members 
Entering Unmasked Estep 
Score: -14008670.000000 Penalty: 3828.600098
	Iteration 94Q: 3 clusters Score -1.400867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 129301 members 
Entering Unmasked Estep 
Score: -14008681.000000 Penalty: 3828.600098
	Iteration 95Q: 3 clusters Score -1.400868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 129303 members 
Entering Unmasked Estep 
Score: -14008688.000000 Penalty: 3828.600098
	Iteration 96Q: 3 clusters Score -1.400869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 129304 members 
Entering Unmasked Estep 
Score: -14008690.000000 Penalty: 3828.600098
	Iteration 97Q: 3 clusters Score -1.400869e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 129304 members 
Entering Unmasked Estep 
Score: -14008690.000000 Penalty: 3828.600098
	Iteration 98F: 3 clusters Score -1.400869e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Entering Unmasked Estep 
Score: -2708019.750000 Penalty: 1659.235229
	Iteration 0F: 2 clusters Score -2708020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2689556.500000 Penalty: 3318.470459
	Iteration 0F: 3 clusters Score -2689556 nChanged 12553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2696786.500000 Penalty: 3318.470459
	Iteration 1F: 3 clusters Score -2696786 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2697581.750000 Penalty: 3318.470459
	Iteration 2F: 3 clusters Score -2697582 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2698445.000000 Penalty: 3318.470459
	Iteration 3F: 3 clusters Score -2698445 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2699374.250000 Penalty: 3318.470459
	Iteration 4F: 3 clusters Score -2699374 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2700280.000000 Penalty: 3318.470459
	Iteration 5F: 3 clusters Score -2700280 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2701040.750000 Penalty: 3318.470459
	Iteration 6F: 3 clusters Score -2701041 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2701780.000000 Penalty: 3318.470459
	Iteration 7Q: 3 clusters Score -2701780 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -2702495.750000 Penalty: 3318.470459
	Iteration 8Q: 3 clusters Score -2702496 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -2703250.750000 Penalty: 3318.470459
	Iteration 9Q: 3 clusters Score -2703251 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2704154.750000 Penalty: 3318.470459
	Iteration 10Q: 3 clusters Score -2704155 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -2704999.500000 Penalty: 3318.470459
	Iteration 11Q: 3 clusters Score -2705000 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -2705773.500000 Penalty: 3318.470459
	Iteration 12Q: 3 clusters Score -2705774 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -2706371.750000 Penalty: 3318.470459
	Iteration 13Q: 3 clusters Score -2706372 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -2706730.500000 Penalty: 3318.470459
	Iteration 14Q: 3 clusters Score -2706730 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -2706937.500000 Penalty: 3318.470459
	Iteration 15Q: 3 clusters Score -2706938 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -2707044.750000 Penalty: 3318.470459
	Iteration 16Q: 3 clusters Score -2707045 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -2707126.750000 Penalty: 3318.470459
	Iteration 17Q: 3 clusters Score -2707127 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -2707170.750000 Penalty: 3318.470459
	Iteration 18Q: 3 clusters Score -2707171 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -2707216.750000 Penalty: 3318.470459
	Iteration 19Q: 3 clusters Score -2707217 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -2707225.750000 Penalty: 3318.470459
	Iteration 20F: 3 clusters Score -2707226 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -2707245.500000 Penalty: 3318.470459
	Iteration 21Q: 3 clusters Score -2707246 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -2707252.250000 Penalty: 3318.470459
	Iteration 22Q: 3 clusters Score -2707252 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -2707258.750000 Penalty: 3318.470459
	Iteration 23Q: 3 clusters Score -2707259 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -2707269.750000 Penalty: 3318.470459
	Iteration 24Q: 3 clusters Score -2707270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -2707278.250000 Penalty: 3318.470459
	Iteration 25Q: 3 clusters Score -2707278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -2707281.250000 Penalty: 3318.470459
	Iteration 26Q: 3 clusters Score -2707281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -2707285.250000 Penalty: 3318.470459
	Iteration 27Q: 3 clusters Score -2707285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -2707292.000000 Penalty: 3318.470459
	Iteration 28Q: 3 clusters Score -2707292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -2707294.250000 Penalty: 3318.470459
	Iteration 29Q: 3 clusters Score -2707294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -2707300.750000 Penalty: 3318.470459
	Iteration 30Q: 3 clusters Score -2707301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -2707308.250000 Penalty: 3318.470459
	Iteration 31Q: 3 clusters Score -2707308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -2707310.250000 Penalty: 3318.470459
	Iteration 32Q: 3 clusters Score -2707310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -2707301.750000 Penalty: 3318.470459
	Iteration 33Q: 3 clusters Score -2707302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -2707304.750000 Penalty: 3318.470459
	Iteration 34Q: 3 clusters Score -2707305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -2707308.500000 Penalty: 3318.470459
	Iteration 35Q: 3 clusters Score -2707308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -2707308.000000 Penalty: 3318.470459
	Iteration 36Q: 3 clusters Score -2707308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -2707312.000000 Penalty: 3318.470459
	Iteration 37Q: 3 clusters Score -2707312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -2707315.500000 Penalty: 3318.470459
	Iteration 38Q: 3 clusters Score -2707316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -2707316.000000 Penalty: 3318.470459
	Iteration 39Q: 3 clusters Score -2707316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -2707314.750000 Penalty: 3318.470459
	Iteration 40F: 3 clusters Score -2707315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -2707318.500000 Penalty: 3318.470459
	Iteration 41Q: 3 clusters Score -2707318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -2707321.250000 Penalty: 3318.470459
	Iteration 42Q: 3 clusters Score -2707321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -2707319.750000 Penalty: 3318.470459
	Iteration 43Q: 3 clusters Score -2707320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -2707322.000000 Penalty: 3318.470459
	Iteration 44Q: 3 clusters Score -2707322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -2707322.250000 Penalty: 3318.470459
	Iteration 45Q: 3 clusters Score -2707322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -2707326.500000 Penalty: 3318.470459
	Iteration 46Q: 3 clusters Score -2707326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -2707333.750000 Penalty: 3318.470459
	Iteration 47Q: 3 clusters Score -2707334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -2707326.750000 Penalty: 3318.470459
	Iteration 48Q: 3 clusters Score -2707327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -2707336.500000 Penalty: 3318.470459
	Iteration 49Q: 3 clusters Score -2707336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -2707337.250000 Penalty: 3318.470459
	Iteration 50Q: 3 clusters Score -2707337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -2707338.250000 Penalty: 3318.470459
	Iteration 51Q: 3 clusters Score -2707338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -2707339.000000 Penalty: 3318.470459
	Iteration 52Q: 3 clusters Score -2707339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -2707339.000000 Penalty: 3318.470459
	Iteration 53Q: 3 clusters Score -2707339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -2707337.500000 Penalty: 3318.470459
	Iteration 54Q: 3 clusters Score -2707338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -2707335.750000 Penalty: 3318.470459
	Iteration 55Q: 3 clusters Score -2707336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -2707336.250000 Penalty: 3318.470459
	Iteration 56Q: 3 clusters Score -2707336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -2707339.500000 Penalty: 3318.470459
	Iteration 57Q: 3 clusters Score -2707340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -2707340.500000 Penalty: 3318.470459
	Iteration 58Q: 3 clusters Score -2707340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -2707341.750000 Penalty: 3318.470459
	Iteration 59Q: 3 clusters Score -2707342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -2707340.000000 Penalty: 3318.470459
	Iteration 60F: 3 clusters Score -2707340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -2707341.750000 Penalty: 3318.470459
	Iteration 61Q: 3 clusters Score -2707342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -2707341.750000 Penalty: 3318.470459
	Iteration 62F: 3 clusters Score -2707342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Entering Unmasked Estep 
Score: -1130658.625000 Penalty: 1508.432495
	Iteration 0F: 2 clusters Score -1130659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1123001.000000 Penalty: 3016.864990
	Iteration 0F: 3 clusters Score -1123001 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1125560.875000 Penalty: 3016.864990
	Iteration 1F: 3 clusters Score -1125561 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1126116.000000 Penalty: 3016.864990
	Iteration 2F: 3 clusters Score -1126116 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1126766.875000 Penalty: 3016.864990
	Iteration 3F: 3 clusters Score -1126767 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1127462.875000 Penalty: 3016.864990
	Iteration 4F: 3 clusters Score -1127463 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1128058.750000 Penalty: 3016.864990
	Iteration 5F: 3 clusters Score -1128059 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1128413.500000 Penalty: 3016.864990
	Iteration 6F: 3 clusters Score -1128414 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1128596.750000 Penalty: 3016.864990
	Iteration 7Q: 3 clusters Score -1128597 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1128703.750000 Penalty: 3016.864990
	Iteration 8Q: 3 clusters Score -1128704 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1128770.000000 Penalty: 3016.864990
	Iteration 9Q: 3 clusters Score -1128770 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1128818.500000 Penalty: 3016.864990
	Iteration 10Q: 3 clusters Score -1128818 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1128857.500000 Penalty: 3016.864990
	Iteration 11Q: 3 clusters Score -1128858 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1128879.750000 Penalty: 3016.864990
	Iteration 12Q: 3 clusters Score -1128880 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1128903.125000 Penalty: 3016.864990
	Iteration 13Q: 3 clusters Score -1128903 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1128918.875000 Penalty: 3016.864990
	Iteration 14Q: 3 clusters Score -1128919 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1128930.750000 Penalty: 3016.864990
	Iteration 15Q: 3 clusters Score -1128931 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1128931.625000 Penalty: 3016.864990
	Iteration 16Q: 3 clusters Score -1128932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1128936.125000 Penalty: 3016.864990
	Iteration 17Q: 3 clusters Score -1128936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1128942.625000 Penalty: 3016.864990
	Iteration 18Q: 3 clusters Score -1128943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1128944.625000 Penalty: 3016.864990
	Iteration 19Q: 3 clusters Score -1128945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1128947.750000 Penalty: 3016.864990
	Iteration 20F: 3 clusters Score -1128948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1128949.250000 Penalty: 3016.864990
	Iteration 21Q: 3 clusters Score -1128949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1128951.000000 Penalty: 3016.864990
	Iteration 22Q: 3 clusters Score -1128951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1128954.000000 Penalty: 3016.864990
	Iteration 23Q: 3 clusters Score -1128954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1128954.500000 Penalty: 3016.864990
	Iteration 24Q: 3 clusters Score -1128954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1128954.250000 Penalty: 3016.864990
	Iteration 25Q: 3 clusters Score -1128954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1128959.500000 Penalty: 3016.864990
	Iteration 26Q: 3 clusters Score -1128960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1128960.250000 Penalty: 3016.864990
	Iteration 27Q: 3 clusters Score -1128960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1128965.500000 Penalty: 3016.864990
	Iteration 28Q: 3 clusters Score -1128966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1128964.125000 Penalty: 3016.864990
	Iteration 29Q: 3 clusters Score -1128964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1128965.250000 Penalty: 3016.864990
	Iteration 30Q: 3 clusters Score -1128965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1128969.125000 Penalty: 3016.864990
	Iteration 31Q: 3 clusters Score -1128969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1128970.750000 Penalty: 3016.864990
	Iteration 32Q: 3 clusters Score -1128971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1128975.000000 Penalty: 3016.864990
	Iteration 33Q: 3 clusters Score -1128975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1128980.000000 Penalty: 3016.864990
	Iteration 34Q: 3 clusters Score -1128980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1128985.125000 Penalty: 3016.864990
	Iteration 35Q: 3 clusters Score -1128985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1128987.875000 Penalty: 3016.864990
	Iteration 36Q: 3 clusters Score -1128988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1128993.375000 Penalty: 3016.864990
	Iteration 37Q: 3 clusters Score -1128993 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1129000.500000 Penalty: 3016.864990
	Iteration 38Q: 3 clusters Score -1129000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1129004.750000 Penalty: 3016.864990
	Iteration 39Q: 3 clusters Score -1129005 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1129014.000000 Penalty: 3016.864990
	Iteration 40F: 3 clusters Score -1129014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1129016.125000 Penalty: 3016.864990
	Iteration 41Q: 3 clusters Score -1129016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1129023.250000 Penalty: 3016.864990
	Iteration 42Q: 3 clusters Score -1129023 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1129026.750000 Penalty: 3016.864990
	Iteration 43Q: 3 clusters Score -1129027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1129031.000000 Penalty: 3016.864990
	Iteration 44Q: 3 clusters Score -1129031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1129036.000000 Penalty: 3016.864990
	Iteration 45Q: 3 clusters Score -1129036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1129040.500000 Penalty: 3016.864990
	Iteration 46Q: 3 clusters Score -1129040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1129047.875000 Penalty: 3016.864990
	Iteration 47Q: 3 clusters Score -1129048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1129062.375000 Penalty: 3016.864990
	Iteration 48Q: 3 clusters Score -1129062 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1129076.250000 Penalty: 3016.864990
	Iteration 49Q: 3 clusters Score -1129076 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1129087.375000 Penalty: 3016.864990
	Iteration 50Q: 3 clusters Score -1129087 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1129092.750000 Penalty: 3016.864990
	Iteration 51Q: 3 clusters Score -1129093 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1129102.000000 Penalty: 3016.864990
	Iteration 52Q: 3 clusters Score -1129102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1129110.750000 Penalty: 3016.864990
	Iteration 53Q: 3 clusters Score -1129111 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1129126.750000 Penalty: 3016.864990
	Iteration 54Q: 3 clusters Score -1129127 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1129132.875000 Penalty: 3016.864990
	Iteration 55Q: 3 clusters Score -1129133 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1129141.625000 Penalty: 3016.864990
	Iteration 56Q: 3 clusters Score -1129142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1129147.500000 Penalty: 3016.864990
	Iteration 57Q: 3 clusters Score -1129148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1129154.000000 Penalty: 3016.864990
	Iteration 58Q: 3 clusters Score -1129154 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1129162.250000 Penalty: 3016.864990
	Iteration 59Q: 3 clusters Score -1129162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1129173.750000 Penalty: 3016.864990
	Iteration 60F: 3 clusters Score -1129174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1129184.125000 Penalty: 3016.864990
	Iteration 61Q: 3 clusters Score -1129184 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1129194.875000 Penalty: 3016.864990
	Iteration 62Q: 3 clusters Score -1129195 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1129212.625000 Penalty: 3016.864990
	Iteration 63Q: 3 clusters Score -1129213 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1129241.875000 Penalty: 3016.864990
	Iteration 64Q: 3 clusters Score -1129242 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1129280.625000 Penalty: 3016.864990
	Iteration 65Q: 3 clusters Score -1129281 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1129336.250000 Penalty: 3016.864990
	Iteration 66Q: 3 clusters Score -1129336 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1129442.375000 Penalty: 3016.864990
	Iteration 67Q: 3 clusters Score -1129442 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1129555.625000 Penalty: 3016.864990
	Iteration 68Q: 3 clusters Score -1129556 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1129630.750000 Penalty: 3016.864990
	Iteration 69Q: 3 clusters Score -1129631 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1129664.250000 Penalty: 3016.864990
	Iteration 70Q: 3 clusters Score -1129664 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1129679.875000 Penalty: 3016.864990
	Iteration 71Q: 3 clusters Score -1129680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1129689.500000 Penalty: 3016.864990
	Iteration 72Q: 3 clusters Score -1129690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1129699.750000 Penalty: 3016.864990
	Iteration 73Q: 3 clusters Score -1129700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1129705.375000 Penalty: 3016.864990
	Iteration 74Q: 3 clusters Score -1129705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1129712.000000 Penalty: 3016.864990
	Iteration 75Q: 3 clusters Score -1129712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1129712.750000 Penalty: 3016.864990
	Iteration 76Q: 3 clusters Score -1129713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1129716.375000 Penalty: 3016.864990
	Iteration 77Q: 3 clusters Score -1129716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1129723.500000 Penalty: 3016.864990
	Iteration 78Q: 3 clusters Score -1129724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1129735.625000 Penalty: 3016.864990
	Iteration 79Q: 3 clusters Score -1129736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1129743.000000 Penalty: 3016.864990
	Iteration 80F: 3 clusters Score -1129743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1129746.000000 Penalty: 3016.864990
	Iteration 81Q: 3 clusters Score -1129746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1129746.000000 Penalty: 3016.864990
	Iteration 82Q: 3 clusters Score -1129746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1129748.875000 Penalty: 3016.864990
	Iteration 83Q: 3 clusters Score -1129749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1129750.000000 Penalty: 3016.864990
	Iteration 84Q: 3 clusters Score -1129750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1129750.000000 Penalty: 3016.864990
	Iteration 85Q: 3 clusters Score -1129750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1129750.000000 Penalty: 3016.864990
	Iteration 86F: 3 clusters Score -1129750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Entering Unmasked Estep 
Score: -2590372.750000 Penalty: 1641.470093
	Iteration 0F: 2 clusters Score -2590373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2573903.000000 Penalty: 3282.940186
	Iteration 0F: 3 clusters Score -2573903 nChanged 11163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2579966.000000 Penalty: 3282.940186
	Iteration 1F: 3 clusters Score -2579966 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2580363.000000 Penalty: 3282.940186
	Iteration 2Q: 3 clusters Score -2580363 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2580760.500000 Penalty: 3282.940186
	Iteration 3Q: 3 clusters Score -2580760 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2581226.500000 Penalty: 3282.940186
	Iteration 4Q: 3 clusters Score -2581226 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2581808.000000 Penalty: 3282.940186
	Iteration 5Q: 3 clusters Score -2581808 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2582599.750000 Penalty: 3282.940186
	Iteration 6F: 3 clusters Score -2582600 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2583570.750000 Penalty: 3282.940186
	Iteration 7F: 3 clusters Score -2583571 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2584751.500000 Penalty: 3282.940186
	Iteration 8F: 3 clusters Score -2584752 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2585903.250000 Penalty: 3282.940186
	Iteration 9F: 3 clusters Score -2585903 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -2586756.750000 Penalty: 3282.940186
	Iteration 10Q: 3 clusters Score -2586757 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2587408.750000 Penalty: 3282.940186
	Iteration 11Q: 3 clusters Score -2587409 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -2587852.500000 Penalty: 3282.940186
	Iteration 12Q: 3 clusters Score -2587852 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -2588261.250000 Penalty: 3282.940186
	Iteration 13Q: 3 clusters Score -2588261 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -2588607.250000 Penalty: 3282.940186
	Iteration 14Q: 3 clusters Score -2588607 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -2588869.500000 Penalty: 3282.940186
	Iteration 15Q: 3 clusters Score -2588870 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -2589073.000000 Penalty: 3282.940186
	Iteration 16Q: 3 clusters Score -2589073 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -2589189.000000 Penalty: 3282.940186
	Iteration 17Q: 3 clusters Score -2589189 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -2589245.500000 Penalty: 3282.940186
	Iteration 18Q: 3 clusters Score -2589246 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -2589292.250000 Penalty: 3282.940186
	Iteration 19Q: 3 clusters Score -2589292 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -2589323.500000 Penalty: 3282.940186
	Iteration 20F: 3 clusters Score -2589324 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -2589357.500000 Penalty: 3282.940186
	Iteration 21Q: 3 clusters Score -2589358 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -2589378.750000 Penalty: 3282.940186
	Iteration 22Q: 3 clusters Score -2589379 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -2589391.750000 Penalty: 3282.940186
	Iteration 23Q: 3 clusters Score -2589392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -2589405.250000 Penalty: 3282.940186
	Iteration 24Q: 3 clusters Score -2589405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -2589408.500000 Penalty: 3282.940186
	Iteration 25Q: 3 clusters Score -2589408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -2589412.500000 Penalty: 3282.940186
	Iteration 26Q: 3 clusters Score -2589412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -2589420.250000 Penalty: 3282.940186
	Iteration 27Q: 3 clusters Score -2589420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -2589420.500000 Penalty: 3282.940186
	Iteration 28Q: 3 clusters Score -2589420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -2589420.750000 Penalty: 3282.940186
	Iteration 29Q: 3 clusters Score -2589421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -2589427.500000 Penalty: 3282.940186
	Iteration 30Q: 3 clusters Score -2589428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -2589426.500000 Penalty: 3282.940186
	Iteration 31Q: 3 clusters Score -2589426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -2589430.000000 Penalty: 3282.940186
	Iteration 32Q: 3 clusters Score -2589430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -2589429.750000 Penalty: 3282.940186
	Iteration 33Q: 3 clusters Score -2589430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -2589431.000000 Penalty: 3282.940186
	Iteration 34Q: 3 clusters Score -2589431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -2589431.000000 Penalty: 3282.940186
	Iteration 35Q: 3 clusters Score -2589431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -2589429.250000 Penalty: 3282.940186
	Iteration 36Q: 3 clusters Score -2589429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -2589433.250000 Penalty: 3282.940186
	Iteration 37Q: 3 clusters Score -2589433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -2589431.250000 Penalty: 3282.940186
	Iteration 38Q: 3 clusters Score -2589431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -2589431.250000 Penalty: 3282.940186
	Iteration 39F: 3 clusters Score -2589431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Entering Unmasked Estep 
Score: -4094053.000000 Penalty: 1718.201172
	Iteration 0F: 2 clusters Score -4094053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -4067776.250000 Penalty: 3436.402344
	Iteration 0F: 3 clusters Score -4067776 nChanged 18181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -4078410.750000 Penalty: 3436.402344
	Iteration 1F: 3 clusters Score -4078411 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -4079260.250000 Penalty: 3436.402344
	Iteration 2F: 3 clusters Score -4079260 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -4080354.750000 Penalty: 3436.402344
	Iteration 3F: 3 clusters Score -4080355 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -4081911.500000 Penalty: 3436.402344
	Iteration 4F: 3 clusters Score -4081912 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -4083751.250000 Penalty: 3436.402344
	Iteration 5F: 3 clusters Score -4083751 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -4085651.500000 Penalty: 3436.402344
	Iteration 6F: 3 clusters Score -4085652 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -4087461.250000 Penalty: 3436.402344
	Iteration 7F: 3 clusters Score -4087461 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -4088894.250000 Penalty: 3436.402344
	Iteration 8Q: 3 clusters Score -4088894 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -4089921.000000 Penalty: 3436.402344
	Iteration 9Q: 3 clusters Score -4089921 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -4090634.500000 Penalty: 3436.402344
	Iteration 10Q: 3 clusters Score -4090634 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -4091061.000000 Penalty: 3436.402344
	Iteration 11Q: 3 clusters Score -4091061 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -4091381.250000 Penalty: 3436.402344
	Iteration 12Q: 3 clusters Score -4091381 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -4091594.750000 Penalty: 3436.402344
	Iteration 13Q: 3 clusters Score -4091595 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -4091774.250000 Penalty: 3436.402344
	Iteration 14Q: 3 clusters Score -4091774 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -4091917.250000 Penalty: 3436.402344
	Iteration 15Q: 3 clusters Score -4091917 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -4092081.750000 Penalty: 3436.402344
	Iteration 16Q: 3 clusters Score -4092082 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -4092225.250000 Penalty: 3436.402344
	Iteration 17Q: 3 clusters Score -4092225 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -4092385.750000 Penalty: 3436.402344
	Iteration 18Q: 3 clusters Score -4092386 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -4092605.250000 Penalty: 3436.402344
	Iteration 19Q: 3 clusters Score -4092605 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -4092819.500000 Penalty: 3436.402344
	Iteration 20F: 3 clusters Score -4092820 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -4092959.750000 Penalty: 3436.402344
	Iteration 21Q: 3 clusters Score -4092960 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -4093020.750000 Penalty: 3436.402344
	Iteration 22Q: 3 clusters Score -4093021 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -4093077.500000 Penalty: 3436.402344
	Iteration 23Q: 3 clusters Score -4093078 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -4093109.750000 Penalty: 3436.402344
	Iteration 24Q: 3 clusters Score -4093110 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -4093121.500000 Penalty: 3436.402344
	Iteration 25Q: 3 clusters Score -4093122 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -4093137.250000 Penalty: 3436.402344
	Iteration 26Q: 3 clusters Score -4093137 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -4093148.750000 Penalty: 3436.402344
	Iteration 27Q: 3 clusters Score -4093149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -4093146.000000 Penalty: 3436.402344
	Iteration 28Q: 3 clusters Score -4093146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -4093149.750000 Penalty: 3436.402344
	Iteration 29Q: 3 clusters Score -4093150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -4093151.000000 Penalty: 3436.402344
	Iteration 30Q: 3 clusters Score -4093151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -4093150.000000 Penalty: 3436.402344
	Iteration 31Q: 3 clusters Score -4093150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -4093152.500000 Penalty: 3436.402344
	Iteration 32Q: 3 clusters Score -4093152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -4093150.750000 Penalty: 3436.402344
	Iteration 33Q: 3 clusters Score -4093151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -4093156.500000 Penalty: 3436.402344
	Iteration 34Q: 3 clusters Score -4093156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -4093155.000000 Penalty: 3436.402344
	Iteration 35Q: 3 clusters Score -4093155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -4093155.500000 Penalty: 3436.402344
	Iteration 36Q: 3 clusters Score -4093156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -4093155.250000 Penalty: 3436.402344
	Iteration 37Q: 3 clusters Score -4093155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -4093155.250000 Penalty: 3436.402344
	Iteration 38F: 3 clusters Score -4093155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (168296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168296 members 
Entering Unmasked Estep 
Score: -18100938.000000 Penalty: 1955.440430
	Iteration 0F: 2 clusters Score -1.810094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84065 members 
Mstep: Class 2 contains 84231 members 
Entering Unmasked Estep 
Score: -17993676.000000 Penalty: 3910.880859
	Iteration 0F: 3 clusters Score -1.799368e+07 nChanged 81137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82604 members 
Mstep: Class 2 contains 85692 members 
Entering Unmasked Estep 
Score: -18040852.000000 Penalty: 3910.880859
	Iteration 1F: 3 clusters Score -1.804085e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82007 members 
Mstep: Class 2 contains 86289 members 
Entering Unmasked Estep 
Score: -18041626.000000 Penalty: 3910.880859
	Iteration 2Q: 3 clusters Score -1.804163e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81178 members 
Mstep: Class 2 contains 87118 members 
Entering Unmasked Estep 
Score: -18042594.000000 Penalty: 3910.880859
	Iteration 3Q: 3 clusters Score -1.804259e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79795 members 
Mstep: Class 2 contains 88501 members 
Entering Unmasked Estep 
Score: -18043862.000000 Penalty: 3910.880859
	Iteration 4Q: 3 clusters Score -1.804386e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77717 members 
Mstep: Class 2 contains 90579 members 
Entering Unmasked Estep 
Score: -18045856.000000 Penalty: 3910.880859
	Iteration 5Q: 3 clusters Score -1.804586e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74617 members 
Mstep: Class 2 contains 93679 members 
Entering Unmasked Estep 
Score: -18048806.000000 Penalty: 3910.880859
	Iteration 6Q: 3 clusters Score -1.804881e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70282 members 
Mstep: Class 2 contains 98014 members 
Entering Unmasked Estep 
Score: -18053526.000000 Penalty: 3910.880859
	Iteration 7Q: 3 clusters Score -1.805353e+07 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64711 members 
Mstep: Class 2 contains 103585 members 
Entering Unmasked Estep 
Score: -18060020.000000 Penalty: 3910.880859
	Iteration 8F: 3 clusters Score -1.806002e+07 nChanged 10203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 109630 members 
Entering Unmasked Estep 
Score: -18067784.000000 Penalty: 3910.880859
	Iteration 9F: 3 clusters Score -1.806778e+07 nChanged 10240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53064 members 
Mstep: Class 2 contains 115232 members 
Entering Unmasked Estep 
Score: -18075090.000000 Penalty: 3910.880859
	Iteration 10F: 3 clusters Score -1.807509e+07 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48475 members 
Mstep: Class 2 contains 119821 members 
Entering Unmasked Estep 
Score: -18079952.000000 Penalty: 3910.880859
	Iteration 11F: 3 clusters Score -1.807995e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 123533 members 
Entering Unmasked Estep 
Score: -18082622.000000 Penalty: 3910.880859
	Iteration 12Q: 3 clusters Score -1.808262e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 126982 members 
Entering Unmasked Estep 
Score: -18084204.000000 Penalty: 3910.880859
	Iteration 13Q: 3 clusters Score -1.80842e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 130338 members 
Entering Unmasked Estep 
Score: -18085526.000000 Penalty: 3910.880859
	Iteration 14Q: 3 clusters Score -1.808553e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 133784 members 
Entering Unmasked Estep 
Score: -18086750.000000 Penalty: 3910.880859
	Iteration 15Q: 3 clusters Score -1.808675e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 137174 members 
Entering Unmasked Estep 
Score: -18087946.000000 Penalty: 3910.880859
	Iteration 16Q: 3 clusters Score -1.808795e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 140688 members 
Entering Unmasked Estep 
Score: -18089338.000000 Penalty: 3910.880859
	Iteration 17Q: 3 clusters Score -1.808934e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 144090 members 
Entering Unmasked Estep 
Score: -18090798.000000 Penalty: 3910.880859
	Iteration 18Q: 3 clusters Score -1.80908e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 147295 members 
Entering Unmasked Estep 
Score: -18092248.000000 Penalty: 3910.880859
	Iteration 19Q: 3 clusters Score -1.809225e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 150282 members 
Entering Unmasked Estep 
Score: -18093748.000000 Penalty: 3910.880859
	Iteration 20F: 3 clusters Score -1.809375e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 153197 members 
Entering Unmasked Estep 
Score: -18095068.000000 Penalty: 3910.880859
	Iteration 21Q: 3 clusters Score -1.809507e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 155941 members 
Entering Unmasked Estep 
Score: -18096146.000000 Penalty: 3910.880859
	Iteration 22Q: 3 clusters Score -1.809615e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 158446 members 
Entering Unmasked Estep 
Score: -18097102.000000 Penalty: 3910.880859
	Iteration 23Q: 3 clusters Score -1.80971e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 160583 members 
Entering Unmasked Estep 
Score: -18097890.000000 Penalty: 3910.880859
	Iteration 24Q: 3 clusters Score -1.809789e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 162317 members 
Entering Unmasked Estep 
Score: -18098312.000000 Penalty: 3910.880859
	Iteration 25Q: 3 clusters Score -1.809831e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 163758 members 
Entering Unmasked Estep 
Score: -18098784.000000 Penalty: 3910.880859
	Iteration 26Q: 3 clusters Score -1.809878e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 164825 members 
Entering Unmasked Estep 
Score: -18099002.000000 Penalty: 3910.880859
	Iteration 27Q: 3 clusters Score -1.8099e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 165584 members 
Entering Unmasked Estep 
Score: -18099134.000000 Penalty: 3910.880859
	Iteration 28Q: 3 clusters Score -1.809913e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 166149 members 
Entering Unmasked Estep 
Score: -18099138.000000 Penalty: 3910.880859
	Iteration 29Q: 3 clusters Score -1.809914e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 166579 members 
Entering Unmasked Estep 
Score: -18099246.000000 Penalty: 3910.880859
	Iteration 30Q: 3 clusters Score -1.809925e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 166860 members 
Entering Unmasked Estep 
Score: -18099332.000000 Penalty: 3910.880859
	Iteration 31Q: 3 clusters Score -1.809933e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 167075 members 
Entering Unmasked Estep 
Score: -18099376.000000 Penalty: 3910.880859
	Iteration 32Q: 3 clusters Score -1.809938e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 167237 members 
Entering Unmasked Estep 
Score: -18099414.000000 Penalty: 3910.880859
	Iteration 33Q: 3 clusters Score -1.809941e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 167358 members 
Entering Unmasked Estep 
Score: -18099412.000000 Penalty: 3910.880859
	Iteration 34Q: 3 clusters Score -1.809941e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 167448 members 
Entering Unmasked Estep 
Score: -18099450.000000 Penalty: 3910.880859
	Iteration 35Q: 3 clusters Score -1.809945e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 167506 members 
Entering Unmasked Estep 
Score: -18099460.000000 Penalty: 3910.880859
	Iteration 36Q: 3 clusters Score -1.809946e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 167551 members 
Entering Unmasked Estep 
Score: -18099458.000000 Penalty: 3910.880859
	Iteration 37Q: 3 clusters Score -1.809946e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 167585 members 
Entering Unmasked Estep 
Score: -18099486.000000 Penalty: 3910.880859
	Iteration 38Q: 3 clusters Score -1.809949e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 167616 members 
Entering Unmasked Estep 
Score: -18099494.000000 Penalty: 3910.880859
	Iteration 39Q: 3 clusters Score -1.809949e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 167643 members 
Entering Unmasked Estep 
Score: -18099520.000000 Penalty: 3910.880859
	Iteration 40F: 3 clusters Score -1.809952e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 167664 members 
Entering Unmasked Estep 
Score: -18099520.000000 Penalty: 3910.880859
	Iteration 41Q: 3 clusters Score -1.809952e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 167677 members 
Entering Unmasked Estep 
Score: -18099524.000000 Penalty: 3910.880859
	Iteration 42Q: 3 clusters Score -1.809952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 167682 members 
Entering Unmasked Estep 
Score: -18099520.000000 Penalty: 3910.880859
	Iteration 43Q: 3 clusters Score -1.809952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 167690 members 
Entering Unmasked Estep 
Score: -18099518.000000 Penalty: 3910.880859
	Iteration 44Q: 3 clusters Score -1.809952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 167696 members 
Entering Unmasked Estep 
Score: -18099510.000000 Penalty: 3910.880859
	Iteration 45Q: 3 clusters Score -1.809951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 167703 members 
Entering Unmasked Estep 
Score: -18099516.000000 Penalty: 3910.880859
	Iteration 46Q: 3 clusters Score -1.809952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 167702 members 
Entering Unmasked Estep 
Score: -18099516.000000 Penalty: 3910.880859
	Iteration 47Q: 3 clusters Score -1.809952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 167703 members 
Entering Unmasked Estep 
Score: -18099526.000000 Penalty: 3910.880859
	Iteration 48Q: 3 clusters Score -1.809953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 167706 members 
Entering Unmasked Estep 
Score: -18099514.000000 Penalty: 3910.880859
	Iteration 49Q: 3 clusters Score -1.809951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 167709 members 
Entering Unmasked Estep 
Score: -18099522.000000 Penalty: 3910.880859
	Iteration 50Q: 3 clusters Score -1.809952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 167709 members 
Entering Unmasked Estep 
Score: -18099530.000000 Penalty: 3910.880859
	Iteration 51Q: 3 clusters Score -1.809953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 167711 members 
Entering Unmasked Estep 
Score: -18099526.000000 Penalty: 3910.880859
	Iteration 52Q: 3 clusters Score -1.809953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 167712 members 
Entering Unmasked Estep 
Score: -18099522.000000 Penalty: 3910.880859
	Iteration 53Q: 3 clusters Score -1.809952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 167711 members 
Entering Unmasked Estep 
Score: -18099546.000000 Penalty: 3910.880859
	Iteration 54Q: 3 clusters Score -1.809955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 167716 members 
Entering Unmasked Estep 
Score: -18099554.000000 Penalty: 3910.880859
	Iteration 55Q: 3 clusters Score -1.809955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 167720 members 
Entering Unmasked Estep 
Score: -18099544.000000 Penalty: 3910.880859
	Iteration 56Q: 3 clusters Score -1.809954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 167721 members 
Entering Unmasked Estep 
Score: -18099546.000000 Penalty: 3910.880859
	Iteration 57Q: 3 clusters Score -1.809955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 167721 members 
Entering Unmasked Estep 
Score: -18099546.000000 Penalty: 3910.880859
	Iteration 58Q: 3 clusters Score -1.809955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 167724 members 
Entering Unmasked Estep 
Score: -18099540.000000 Penalty: 3910.880859
	Iteration 59Q: 3 clusters Score -1.809954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 167725 members 
Entering Unmasked Estep 
Score: -18099538.000000 Penalty: 3910.880859
	Iteration 60F: 3 clusters Score -1.809954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 167726 members 
Entering Unmasked Estep 
Score: -18099536.000000 Penalty: 3910.880859
	Iteration 61Q: 3 clusters Score -1.809954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 167726 members 
Entering Unmasked Estep 
Score: -18099536.000000 Penalty: 3910.880859
	Iteration 62F: 3 clusters Score -1.809954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Entering Unmasked Estep 
Score: -393234.937500 Penalty: 1344.748657
	Iteration 0F: 2 clusters Score -393234.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -389948.187500 Penalty: 2689.497314
	Iteration 0F: 3 clusters Score -389948.2 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -390811.812500 Penalty: 2689.497314
	Iteration 1F: 3 clusters Score -390811.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -391013.906250 Penalty: 2689.497314
	Iteration 2F: 3 clusters Score -391013.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -391147.156250 Penalty: 2689.497314
	Iteration 3F: 3 clusters Score -391147.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -391282.781250 Penalty: 2689.497314
	Iteration 4Q: 3 clusters Score -391282.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -391442.656250 Penalty: 2689.497314
	Iteration 5F: 3 clusters Score -391442.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -391622.062500 Penalty: 2689.497314
	Iteration 6F: 3 clusters Score -391622.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -391763.406250 Penalty: 2689.497314
	Iteration 7F: 3 clusters Score -391763.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -391899.156250 Penalty: 2689.497314
	Iteration 8Q: 3 clusters Score -391899.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -392006.343750 Penalty: 2689.497314
	Iteration 9Q: 3 clusters Score -392006.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -392090.281250 Penalty: 2689.497314
	Iteration 10Q: 3 clusters Score -392090.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -392140.125000 Penalty: 2689.497314
	Iteration 11Q: 3 clusters Score -392140.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -392177.531250 Penalty: 2689.497314
	Iteration 12Q: 3 clusters Score -392177.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -392210.093750 Penalty: 2689.497314
	Iteration 13Q: 3 clusters Score -392210.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -392232.812500 Penalty: 2689.497314
	Iteration 14Q: 3 clusters Score -392232.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -392243.468750 Penalty: 2689.497314
	Iteration 15Q: 3 clusters Score -392243.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -392249.750000 Penalty: 2689.497314
	Iteration 16Q: 3 clusters Score -392249.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -392259.281250 Penalty: 2689.497314
	Iteration 17Q: 3 clusters Score -392259.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -392265.218750 Penalty: 2689.497314
	Iteration 18Q: 3 clusters Score -392265.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -392267.125000 Penalty: 2689.497314
	Iteration 19Q: 3 clusters Score -392267.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -392270.281250 Penalty: 2689.497314
	Iteration 20F: 3 clusters Score -392270.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -392270.593750 Penalty: 2689.497314
	Iteration 21Q: 3 clusters Score -392270.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -392270.437500 Penalty: 2689.497314
	Iteration 22Q: 3 clusters Score -392270.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -392270.437500 Penalty: 2689.497314
	Iteration 23F: 3 clusters Score -392270.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Entering Unmasked Estep 
Score: -95674.429688 Penalty: 1132.896118
	Iteration 0F: 2 clusters Score -95674.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -94221.406250 Penalty: 2265.792236
	Iteration 0F: 3 clusters Score -94221.41 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -94567.046875 Penalty: 2265.792236
	Iteration 1F: 3 clusters Score -94567.05 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -94688.382812 Penalty: 2265.792236
	Iteration 2F: 3 clusters Score -94688.38 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -94778.312500 Penalty: 2265.792236
	Iteration 3F: 3 clusters Score -94778.31 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -94834.484375 Penalty: 2265.792236
	Iteration 4Q: 3 clusters Score -94834.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -94870.460938 Penalty: 2265.792236
	Iteration 5Q: 3 clusters Score -94870.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -94902.460938 Penalty: 2265.792236
	Iteration 6Q: 3 clusters Score -94902.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -94931.765625 Penalty: 2265.792236
	Iteration 7Q: 3 clusters Score -94931.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -94954.406250 Penalty: 2265.792236
	Iteration 8Q: 3 clusters Score -94954.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -94972.015625 Penalty: 2265.792236
	Iteration 9Q: 3 clusters Score -94972.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -94979.859375 Penalty: 2265.792236
	Iteration 10Q: 3 clusters Score -94979.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -94986.367188 Penalty: 2265.792236
	Iteration 11Q: 3 clusters Score -94986.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -94998.765625 Penalty: 2265.792236
	Iteration 12Q: 3 clusters Score -94998.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -95004.843750 Penalty: 2265.792236
	Iteration 13Q: 3 clusters Score -95004.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -95008.531250 Penalty: 2265.792236
	Iteration 14Q: 3 clusters Score -95008.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -95008.531250 Penalty: 2265.792236
	Iteration 15F: 3 clusters Score -95008.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Entering Unmasked Estep 
Score: -3215266.500000 Penalty: 1676.306152
	Iteration 0F: 2 clusters Score -3215266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -3195048.500000 Penalty: 3352.612305
	Iteration 0F: 3 clusters Score -3195048 nChanged 13873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -3202772.750000 Penalty: 3352.612305
	Iteration 1F: 3 clusters Score -3202773 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -3203204.750000 Penalty: 3352.612305
	Iteration 2Q: 3 clusters Score -3203205 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -3203555.250000 Penalty: 3352.612305
	Iteration 3Q: 3 clusters Score -3203555 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -3203948.750000 Penalty: 3352.612305
	Iteration 4Q: 3 clusters Score -3203949 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -3204412.000000 Penalty: 3352.612305
	Iteration 5Q: 3 clusters Score -3204412 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -3204878.250000 Penalty: 3352.612305
	Iteration 6Q: 3 clusters Score -3204878 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -3205450.500000 Penalty: 3352.612305
	Iteration 7Q: 3 clusters Score -3205450 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -3206103.500000 Penalty: 3352.612305
	Iteration 8Q: 3 clusters Score -3206104 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -3206894.000000 Penalty: 3352.612305
	Iteration 9Q: 3 clusters Score -3206894 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -3207686.500000 Penalty: 3352.612305
	Iteration 10Q: 3 clusters Score -3207686 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -3208333.000000 Penalty: 3352.612305
	Iteration 11Q: 3 clusters Score -3208333 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -3208685.750000 Penalty: 3352.612305
	Iteration 12Q: 3 clusters Score -3208686 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -3208862.500000 Penalty: 3352.612305
	Iteration 13Q: 3 clusters Score -3208862 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -3208963.000000 Penalty: 3352.612305
	Iteration 14Q: 3 clusters Score -3208963 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -3209037.750000 Penalty: 3352.612305
	Iteration 15Q: 3 clusters Score -3209038 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -3209121.500000 Penalty: 3352.612305
	Iteration 16Q: 3 clusters Score -3209122 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -3209196.000000 Penalty: 3352.612305
	Iteration 17Q: 3 clusters Score -3209196 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -3209270.500000 Penalty: 3352.612305
	Iteration 18Q: 3 clusters Score -3209270 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -3209344.000000 Penalty: 3352.612305
	Iteration 19Q: 3 clusters Score -3209344 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -3209415.000000 Penalty: 3352.612305
	Iteration 20F: 3 clusters Score -3209415 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -3209486.250000 Penalty: 3352.612305
	Iteration 21Q: 3 clusters Score -3209486 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -3209556.750000 Penalty: 3352.612305
	Iteration 22Q: 3 clusters Score -3209557 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -3209632.750000 Penalty: 3352.612305
	Iteration 23Q: 3 clusters Score -3209633 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -3209703.250000 Penalty: 3352.612305
	Iteration 24Q: 3 clusters Score -3209703 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -3209782.750000 Penalty: 3352.612305
	Iteration 25Q: 3 clusters Score -3209783 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -3209864.250000 Penalty: 3352.612305
	Iteration 26Q: 3 clusters Score -3209864 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -3209963.500000 Penalty: 3352.612305
	Iteration 27Q: 3 clusters Score -3209964 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -3210076.250000 Penalty: 3352.612305
	Iteration 28Q: 3 clusters Score -3210076 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -3210193.000000 Penalty: 3352.612305
	Iteration 29Q: 3 clusters Score -3210193 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -3210311.750000 Penalty: 3352.612305
	Iteration 30Q: 3 clusters Score -3210312 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -3210443.750000 Penalty: 3352.612305
	Iteration 31Q: 3 clusters Score -3210444 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -3210569.000000 Penalty: 3352.612305
	Iteration 32Q: 3 clusters Score -3210569 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -3210692.000000 Penalty: 3352.612305
	Iteration 33Q: 3 clusters Score -3210692 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -3210805.750000 Penalty: 3352.612305
	Iteration 34Q: 3 clusters Score -3210806 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -3210939.000000 Penalty: 3352.612305
	Iteration 35Q: 3 clusters Score -3210939 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -3211077.250000 Penalty: 3352.612305
	Iteration 36Q: 3 clusters Score -3211077 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -3211224.000000 Penalty: 3352.612305
	Iteration 37Q: 3 clusters Score -3211224 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3211385.500000 Penalty: 3352.612305
	Iteration 38Q: 3 clusters Score -3211386 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -3211549.750000 Penalty: 3352.612305
	Iteration 39Q: 3 clusters Score -3211550 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -3211750.000000 Penalty: 3352.612305
	Iteration 40F: 3 clusters Score -3211750 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -3211939.750000 Penalty: 3352.612305
	Iteration 41Q: 3 clusters Score -3211940 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -3212164.750000 Penalty: 3352.612305
	Iteration 42Q: 3 clusters Score -3212165 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -3212351.000000 Penalty: 3352.612305
	Iteration 43Q: 3 clusters Score -3212351 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -3212557.250000 Penalty: 3352.612305
	Iteration 44Q: 3 clusters Score -3212557 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -3212750.250000 Penalty: 3352.612305
	Iteration 45Q: 3 clusters Score -3212750 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -3212945.000000 Penalty: 3352.612305
	Iteration 46Q: 3 clusters Score -3212945 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -3213125.750000 Penalty: 3352.612305
	Iteration 47Q: 3 clusters Score -3213126 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -3213259.500000 Penalty: 3352.612305
	Iteration 48Q: 3 clusters Score -3213260 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -3213385.500000 Penalty: 3352.612305
	Iteration 49Q: 3 clusters Score -3213386 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -3213478.750000 Penalty: 3352.612305
	Iteration 50Q: 3 clusters Score -3213479 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -3213559.250000 Penalty: 3352.612305
	Iteration 51Q: 3 clusters Score -3213559 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -3213609.750000 Penalty: 3352.612305
	Iteration 52Q: 3 clusters Score -3213610 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -3213643.500000 Penalty: 3352.612305
	Iteration 53Q: 3 clusters Score -3213644 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -3213684.000000 Penalty: 3352.612305
	Iteration 54Q: 3 clusters Score -3213684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -3213712.500000 Penalty: 3352.612305
	Iteration 55Q: 3 clusters Score -3213712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -3213739.750000 Penalty: 3352.612305
	Iteration 56Q: 3 clusters Score -3213740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -3213763.000000 Penalty: 3352.612305
	Iteration 57Q: 3 clusters Score -3213763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -3213780.500000 Penalty: 3352.612305
	Iteration 58Q: 3 clusters Score -3213780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -3213793.500000 Penalty: 3352.612305
	Iteration 59Q: 3 clusters Score -3213794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -3213794.500000 Penalty: 3352.612305
	Iteration 60F: 3 clusters Score -3213794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -3213806.500000 Penalty: 3352.612305
	Iteration 61Q: 3 clusters Score -3213806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -3213806.000000 Penalty: 3352.612305
	Iteration 62Q: 3 clusters Score -3213806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -3213814.750000 Penalty: 3352.612305
	Iteration 63Q: 3 clusters Score -3213815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -3213817.000000 Penalty: 3352.612305
	Iteration 64Q: 3 clusters Score -3213817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -3213825.500000 Penalty: 3352.612305
	Iteration 65Q: 3 clusters Score -3213826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -3213828.250000 Penalty: 3352.612305
	Iteration 66Q: 3 clusters Score -3213828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -3213829.500000 Penalty: 3352.612305
	Iteration 67Q: 3 clusters Score -3213830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -3213829.500000 Penalty: 3352.612305
	Iteration 68F: 3 clusters Score -3213830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Entering Unmasked Estep 
Score: -1067518.750000 Penalty: 1502.693848
	Iteration 0F: 2 clusters Score -1067519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1060084.250000 Penalty: 3005.387695
	Iteration 0F: 3 clusters Score -1060084 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1062555.250000 Penalty: 3005.387695
	Iteration 1F: 3 clusters Score -1062555 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1062899.750000 Penalty: 3005.387695
	Iteration 2F: 3 clusters Score -1062900 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1063237.375000 Penalty: 3005.387695
	Iteration 3F: 3 clusters Score -1063237 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1063570.000000 Penalty: 3005.387695
	Iteration 4F: 3 clusters Score -1063570 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1063934.250000 Penalty: 3005.387695
	Iteration 5F: 3 clusters Score -1063934 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1064331.500000 Penalty: 3005.387695
	Iteration 6F: 3 clusters Score -1064332 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1064760.125000 Penalty: 3005.387695
	Iteration 7F: 3 clusters Score -1064760 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1065163.250000 Penalty: 3005.387695
	Iteration 8F: 3 clusters Score -1065163 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1065511.375000 Penalty: 3005.387695
	Iteration 9Q: 3 clusters Score -1065511 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1065791.125000 Penalty: 3005.387695
	Iteration 10Q: 3 clusters Score -1065791 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1065990.250000 Penalty: 3005.387695
	Iteration 11Q: 3 clusters Score -1065990 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1066130.875000 Penalty: 3005.387695
	Iteration 12Q: 3 clusters Score -1066131 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1066251.625000 Penalty: 3005.387695
	Iteration 13Q: 3 clusters Score -1066252 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1066335.750000 Penalty: 3005.387695
	Iteration 14Q: 3 clusters Score -1066336 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1066415.750000 Penalty: 3005.387695
	Iteration 15Q: 3 clusters Score -1066416 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1066483.375000 Penalty: 3005.387695
	Iteration 16Q: 3 clusters Score -1066483 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1066557.750000 Penalty: 3005.387695
	Iteration 17Q: 3 clusters Score -1066558 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1066657.250000 Penalty: 3005.387695
	Iteration 18Q: 3 clusters Score -1066657 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1066773.125000 Penalty: 3005.387695
	Iteration 19Q: 3 clusters Score -1066773 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1066886.750000 Penalty: 3005.387695
	Iteration 20F: 3 clusters Score -1066887 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1066990.000000 Penalty: 3005.387695
	Iteration 21Q: 3 clusters Score -1066990 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1067086.625000 Penalty: 3005.387695
	Iteration 22Q: 3 clusters Score -1067087 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1067150.000000 Penalty: 3005.387695
	Iteration 23Q: 3 clusters Score -1067150 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1067186.750000 Penalty: 3005.387695
	Iteration 24Q: 3 clusters Score -1067187 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1067209.500000 Penalty: 3005.387695
	Iteration 25Q: 3 clusters Score -1067210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1067225.750000 Penalty: 3005.387695
	Iteration 26Q: 3 clusters Score -1067226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1067227.625000 Penalty: 3005.387695
	Iteration 27Q: 3 clusters Score -1067228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1067235.750000 Penalty: 3005.387695
	Iteration 28Q: 3 clusters Score -1067236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1067235.625000 Penalty: 3005.387695
	Iteration 29Q: 3 clusters Score -1067236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1067238.250000 Penalty: 3005.387695
	Iteration 30Q: 3 clusters Score -1067238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1067237.625000 Penalty: 3005.387695
	Iteration 31Q: 3 clusters Score -1067238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1067237.625000 Penalty: 3005.387695
	Iteration 32F: 3 clusters Score -1067238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Entering Unmasked Estep 
Score: -81724.226562 Penalty: 1098.943604
	Iteration 0F: 2 clusters Score -81724.23 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 419 members 
Entering Unmasked Estep 
Score: -80389.023438 Penalty: 2197.887207
	Iteration 0F: 3 clusters Score -80389.02 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -80678.328125 Penalty: 2197.887207
	Iteration 1F: 3 clusters Score -80678.33 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -80778.273438 Penalty: 2197.887207
	Iteration 2F: 3 clusters Score -80778.27 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -80840.101562 Penalty: 2197.887207
	Iteration 3F: 3 clusters Score -80840.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -80881.960938 Penalty: 2197.887207
	Iteration 4Q: 3 clusters Score -80881.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -80907.390625 Penalty: 2197.887207
	Iteration 5Q: 3 clusters Score -80907.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80934.085938 Penalty: 2197.887207
	Iteration 6Q: 3 clusters Score -80934.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80956.039062 Penalty: 2197.887207
	Iteration 7Q: 3 clusters Score -80956.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80976.867188 Penalty: 2197.887207
	Iteration 8Q: 3 clusters Score -80976.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80996.125000 Penalty: 2197.887207
	Iteration 9Q: 3 clusters Score -80996.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -81004.390625 Penalty: 2197.887207
	Iteration 10Q: 3 clusters Score -81004.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -81011.710938 Penalty: 2197.887207
	Iteration 11Q: 3 clusters Score -81011.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -81015.914062 Penalty: 2197.887207
	Iteration 12Q: 3 clusters Score -81015.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -81017.992188 Penalty: 2197.887207
	Iteration 13Q: 3 clusters Score -81017.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -81021.593750 Penalty: 2197.887207
	Iteration 14Q: 3 clusters Score -81021.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -81022.835938 Penalty: 2197.887207
	Iteration 15Q: 3 clusters Score -81022.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -81024.460938 Penalty: 2197.887207
	Iteration 16Q: 3 clusters Score -81024.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -81025.156250 Penalty: 2197.887207
	Iteration 17Q: 3 clusters Score -81025.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -81026.789062 Penalty: 2197.887207
	Iteration 18Q: 3 clusters Score -81026.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -81029.203125 Penalty: 2197.887207
	Iteration 19Q: 3 clusters Score -81029.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -81029.203125 Penalty: 2197.887207
	Iteration 20F: 3 clusters Score -81029.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Entering Unmasked Estep 
Score: -1917047.000000 Penalty: 1596.357910
	Iteration 0F: 2 clusters Score -1917047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1904458.375000 Penalty: 3192.715820
	Iteration 0F: 3 clusters Score -1904458 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1909206.750000 Penalty: 3192.715820
	Iteration 1F: 3 clusters Score -1909207 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1909643.500000 Penalty: 3192.715820
	Iteration 2F: 3 clusters Score -1909644 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1910017.000000 Penalty: 3192.715820
	Iteration 3F: 3 clusters Score -1910017 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1910347.625000 Penalty: 3192.715820
	Iteration 4Q: 3 clusters Score -1910348 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1910680.750000 Penalty: 3192.715820
	Iteration 5Q: 3 clusters Score -1910681 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1911081.875000 Penalty: 3192.715820
	Iteration 6Q: 3 clusters Score -1911082 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1911592.000000 Penalty: 3192.715820
	Iteration 7Q: 3 clusters Score -1911592 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1912096.500000 Penalty: 3192.715820
	Iteration 8Q: 3 clusters Score -1912096 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1912657.500000 Penalty: 3192.715820
	Iteration 9Q: 3 clusters Score -1912658 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1913255.125000 Penalty: 3192.715820
	Iteration 10Q: 3 clusters Score -1913255 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1913802.500000 Penalty: 3192.715820
	Iteration 11Q: 3 clusters Score -1913802 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1914249.375000 Penalty: 3192.715820
	Iteration 12Q: 3 clusters Score -1914249 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1914585.125000 Penalty: 3192.715820
	Iteration 13Q: 3 clusters Score -1914585 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1914791.250000 Penalty: 3192.715820
	Iteration 14Q: 3 clusters Score -1914791 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1914944.875000 Penalty: 3192.715820
	Iteration 15Q: 3 clusters Score -1914945 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1915060.500000 Penalty: 3192.715820
	Iteration 16Q: 3 clusters Score -1915060 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1915144.125000 Penalty: 3192.715820
	Iteration 17Q: 3 clusters Score -1915144 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1915210.250000 Penalty: 3192.715820
	Iteration 18Q: 3 clusters Score -1915210 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1915263.750000 Penalty: 3192.715820
	Iteration 19Q: 3 clusters Score -1915264 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1915291.375000 Penalty: 3192.715820
	Iteration 20F: 3 clusters Score -1915291 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1915313.875000 Penalty: 3192.715820
	Iteration 21Q: 3 clusters Score -1915314 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1915342.375000 Penalty: 3192.715820
	Iteration 22Q: 3 clusters Score -1915342 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1915359.000000 Penalty: 3192.715820
	Iteration 23Q: 3 clusters Score -1915359 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1915395.875000 Penalty: 3192.715820
	Iteration 24Q: 3 clusters Score -1915396 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1915415.250000 Penalty: 3192.715820
	Iteration 25Q: 3 clusters Score -1915415 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1915428.625000 Penalty: 3192.715820
	Iteration 26Q: 3 clusters Score -1915429 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1915441.875000 Penalty: 3192.715820
	Iteration 27Q: 3 clusters Score -1915442 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1915461.125000 Penalty: 3192.715820
	Iteration 28Q: 3 clusters Score -1915461 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1915472.750000 Penalty: 3192.715820
	Iteration 29Q: 3 clusters Score -1915473 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1915473.125000 Penalty: 3192.715820
	Iteration 30Q: 3 clusters Score -1915473 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1915481.000000 Penalty: 3192.715820
	Iteration 31Q: 3 clusters Score -1915481 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1915490.000000 Penalty: 3192.715820
	Iteration 32Q: 3 clusters Score -1915490 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1915501.000000 Penalty: 3192.715820
	Iteration 33Q: 3 clusters Score -1915501 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1915508.750000 Penalty: 3192.715820
	Iteration 34Q: 3 clusters Score -1915509 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1915521.875000 Penalty: 3192.715820
	Iteration 35Q: 3 clusters Score -1915522 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1915532.375000 Penalty: 3192.715820
	Iteration 36Q: 3 clusters Score -1915532 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1915544.750000 Penalty: 3192.715820
	Iteration 37Q: 3 clusters Score -1915545 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1915545.500000 Penalty: 3192.715820
	Iteration 38Q: 3 clusters Score -1915546 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1915550.375000 Penalty: 3192.715820
	Iteration 39Q: 3 clusters Score -1915550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1915550.500000 Penalty: 3192.715820
	Iteration 40F: 3 clusters Score -1915550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1915553.000000 Penalty: 3192.715820
	Iteration 41Q: 3 clusters Score -1915553 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1915554.875000 Penalty: 3192.715820
	Iteration 42Q: 3 clusters Score -1915555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1915555.000000 Penalty: 3192.715820
	Iteration 43Q: 3 clusters Score -1915555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1915560.750000 Penalty: 3192.715820
	Iteration 44Q: 3 clusters Score -1915561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1915561.875000 Penalty: 3192.715820
	Iteration 45Q: 3 clusters Score -1915562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1915566.000000 Penalty: 3192.715820
	Iteration 46Q: 3 clusters Score -1915566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1915570.000000 Penalty: 3192.715820
	Iteration 47Q: 3 clusters Score -1915570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1915565.500000 Penalty: 3192.715820
	Iteration 48Q: 3 clusters Score -1915566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1915569.875000 Penalty: 3192.715820
	Iteration 49Q: 3 clusters Score -1915570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1915570.625000 Penalty: 3192.715820
	Iteration 50Q: 3 clusters Score -1915571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1915569.625000 Penalty: 3192.715820
	Iteration 51Q: 3 clusters Score -1915570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1915566.375000 Penalty: 3192.715820
	Iteration 52Q: 3 clusters Score -1915566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1915569.875000 Penalty: 3192.715820
	Iteration 53Q: 3 clusters Score -1915570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1915570.500000 Penalty: 3192.715820
	Iteration 54Q: 3 clusters Score -1915570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1915572.500000 Penalty: 3192.715820
	Iteration 55Q: 3 clusters Score -1915572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1915572.500000 Penalty: 3192.715820
	Iteration 56Q: 3 clusters Score -1915572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1915576.875000 Penalty: 3192.715820
	Iteration 57Q: 3 clusters Score -1915577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1915578.875000 Penalty: 3192.715820
	Iteration 58Q: 3 clusters Score -1915579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1915583.375000 Penalty: 3192.715820
	Iteration 59Q: 3 clusters Score -1915583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1915581.375000 Penalty: 3192.715820
	Iteration 60F: 3 clusters Score -1915581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1915584.500000 Penalty: 3192.715820
	Iteration 61Q: 3 clusters Score -1915584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1915584.375000 Penalty: 3192.715820
	Iteration 62Q: 3 clusters Score -1915584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1915586.125000 Penalty: 3192.715820
	Iteration 63Q: 3 clusters Score -1915586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1915584.875000 Penalty: 3192.715820
	Iteration 64Q: 3 clusters Score -1915585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1915587.375000 Penalty: 3192.715820
	Iteration 65Q: 3 clusters Score -1915587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1915594.250000 Penalty: 3192.715820
	Iteration 66Q: 3 clusters Score -1915594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1915594.500000 Penalty: 3192.715820
	Iteration 67Q: 3 clusters Score -1915594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1915597.750000 Penalty: 3192.715820
	Iteration 68Q: 3 clusters Score -1915598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1915597.875000 Penalty: 3192.715820
	Iteration 69Q: 3 clusters Score -1915598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1915603.000000 Penalty: 3192.715820
	Iteration 70Q: 3 clusters Score -1915603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1915603.750000 Penalty: 3192.715820
	Iteration 71Q: 3 clusters Score -1915604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1915605.625000 Penalty: 3192.715820
	Iteration 72Q: 3 clusters Score -1915606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1915606.375000 Penalty: 3192.715820
	Iteration 73Q: 3 clusters Score -1915606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1915618.000000 Penalty: 3192.715820
	Iteration 74Q: 3 clusters Score -1915618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1915615.000000 Penalty: 3192.715820
	Iteration 75Q: 3 clusters Score -1915615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1915617.750000 Penalty: 3192.715820
	Iteration 76Q: 3 clusters Score -1915618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1915620.125000 Penalty: 3192.715820
	Iteration 77Q: 3 clusters Score -1915620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1915623.125000 Penalty: 3192.715820
	Iteration 78Q: 3 clusters Score -1915623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1915627.125000 Penalty: 3192.715820
	Iteration 79Q: 3 clusters Score -1915627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1915630.250000 Penalty: 3192.715820
	Iteration 80F: 3 clusters Score -1915630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1915635.625000 Penalty: 3192.715820
	Iteration 81Q: 3 clusters Score -1915636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1915642.000000 Penalty: 3192.715820
	Iteration 82Q: 3 clusters Score -1915642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1915650.500000 Penalty: 3192.715820
	Iteration 83Q: 3 clusters Score -1915650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1915661.000000 Penalty: 3192.715820
	Iteration 84Q: 3 clusters Score -1915661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1915668.875000 Penalty: 3192.715820
	Iteration 85Q: 3 clusters Score -1915669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1915673.500000 Penalty: 3192.715820
	Iteration 86Q: 3 clusters Score -1915674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1915682.625000 Penalty: 3192.715820
	Iteration 87Q: 3 clusters Score -1915683 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1915693.000000 Penalty: 3192.715820
	Iteration 88Q: 3 clusters Score -1915693 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1915702.875000 Penalty: 3192.715820
	Iteration 89Q: 3 clusters Score -1915703 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1915714.000000 Penalty: 3192.715820
	Iteration 90Q: 3 clusters Score -1915714 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1915728.375000 Penalty: 3192.715820
	Iteration 91Q: 3 clusters Score -1915728 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1915741.250000 Penalty: 3192.715820
	Iteration 92Q: 3 clusters Score -1915741 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1915766.125000 Penalty: 3192.715820
	Iteration 93Q: 3 clusters Score -1915766 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1915789.250000 Penalty: 3192.715820
	Iteration 94Q: 3 clusters Score -1915789 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1915806.625000 Penalty: 3192.715820
	Iteration 95Q: 3 clusters Score -1915807 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1915835.250000 Penalty: 3192.715820
	Iteration 96Q: 3 clusters Score -1915835 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1915866.750000 Penalty: 3192.715820
	Iteration 97Q: 3 clusters Score -1915867 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1915896.375000 Penalty: 3192.715820
	Iteration 98Q: 3 clusters Score -1915896 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1915932.000000 Penalty: 3192.715820
	Iteration 99Q: 3 clusters Score -1915932 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1915970.750000 Penalty: 3192.715820
	Iteration 100F: 3 clusters Score -1915971 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1916012.875000 Penalty: 3192.715820
	Iteration 101Q: 3 clusters Score -1916013 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1916039.875000 Penalty: 3192.715820
	Iteration 102Q: 3 clusters Score -1916040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1916065.250000 Penalty: 3192.715820
	Iteration 103Q: 3 clusters Score -1916065 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1916080.250000 Penalty: 3192.715820
	Iteration 104Q: 3 clusters Score -1916080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1916091.875000 Penalty: 3192.715820
	Iteration 105Q: 3 clusters Score -1916092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1916096.250000 Penalty: 3192.715820
	Iteration 106Q: 3 clusters Score -1916096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1916100.375000 Penalty: 3192.715820
	Iteration 107Q: 3 clusters Score -1916100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1916108.500000 Penalty: 3192.715820
	Iteration 108Q: 3 clusters Score -1916108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1916113.500000 Penalty: 3192.715820
	Iteration 109Q: 3 clusters Score -1916114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1916122.875000 Penalty: 3192.715820
	Iteration 110Q: 3 clusters Score -1916123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1916124.500000 Penalty: 3192.715820
	Iteration 111Q: 3 clusters Score -1916124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1916133.500000 Penalty: 3192.715820
	Iteration 112Q: 3 clusters Score -1916134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1916134.875000 Penalty: 3192.715820
	Iteration 113Q: 3 clusters Score -1916135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1916134.375000 Penalty: 3192.715820
	Iteration 114Q: 3 clusters Score -1916134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1916136.500000 Penalty: 3192.715820
	Iteration 115Q: 3 clusters Score -1916136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1916136.250000 Penalty: 3192.715820
	Iteration 116Q: 3 clusters Score -1916136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1916136.250000 Penalty: 3192.715820
	Iteration 117F: 3 clusters Score -1916136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Entering Unmasked Estep 
Score: -559849.812500 Penalty: 1413.372925
	Iteration 0F: 2 clusters Score -559849.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -555307.750000 Penalty: 2826.745850
	Iteration 0F: 3 clusters Score -555307.8 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -556897.375000 Penalty: 2826.745850
	Iteration 1F: 3 clusters Score -556897.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -557335.500000 Penalty: 2826.745850
	Iteration 2F: 3 clusters Score -557335.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -557705.000000 Penalty: 2826.745850
	Iteration 3F: 3 clusters Score -557705 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -558006.875000 Penalty: 2826.745850
	Iteration 4F: 3 clusters Score -558006.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -558229.187500 Penalty: 2826.745850
	Iteration 5F: 3 clusters Score -558229.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -558374.250000 Penalty: 2826.745850
	Iteration 6Q: 3 clusters Score -558374.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -558475.500000 Penalty: 2826.745850
	Iteration 7Q: 3 clusters Score -558475.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -558543.562500 Penalty: 2826.745850
	Iteration 8Q: 3 clusters Score -558543.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -558598.875000 Penalty: 2826.745850
	Iteration 9Q: 3 clusters Score -558598.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -558631.312500 Penalty: 2826.745850
	Iteration 10Q: 3 clusters Score -558631.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -558652.062500 Penalty: 2826.745850
	Iteration 11Q: 3 clusters Score -558652.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -558667.000000 Penalty: 2826.745850
	Iteration 12Q: 3 clusters Score -558667 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -558678.000000 Penalty: 2826.745850
	Iteration 13Q: 3 clusters Score -558678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -558688.500000 Penalty: 2826.745850
	Iteration 14Q: 3 clusters Score -558688.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -558696.750000 Penalty: 2826.745850
	Iteration 15Q: 3 clusters Score -558696.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -558705.125000 Penalty: 2826.745850
	Iteration 16Q: 3 clusters Score -558705.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -558712.312500 Penalty: 2826.745850
	Iteration 17Q: 3 clusters Score -558712.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -558719.062500 Penalty: 2826.745850
	Iteration 18Q: 3 clusters Score -558719.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -558727.437500 Penalty: 2826.745850
	Iteration 19Q: 3 clusters Score -558727.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -558737.562500 Penalty: 2826.745850
	Iteration 20F: 3 clusters Score -558737.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -558748.500000 Penalty: 2826.745850
	Iteration 21Q: 3 clusters Score -558748.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -558762.500000 Penalty: 2826.745850
	Iteration 22Q: 3 clusters Score -558762.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -558773.937500 Penalty: 2826.745850
	Iteration 23Q: 3 clusters Score -558773.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -558785.812500 Penalty: 2826.745850
	Iteration 24Q: 3 clusters Score -558785.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -558793.625000 Penalty: 2826.745850
	Iteration 25Q: 3 clusters Score -558793.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -558804.000000 Penalty: 2826.745850
	Iteration 26Q: 3 clusters Score -558804 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -558817.312500 Penalty: 2826.745850
	Iteration 27Q: 3 clusters Score -558817.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -558831.437500 Penalty: 2826.745850
	Iteration 28Q: 3 clusters Score -558831.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -558843.125000 Penalty: 2826.745850
	Iteration 29Q: 3 clusters Score -558843.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -558858.812500 Penalty: 2826.745850
	Iteration 30Q: 3 clusters Score -558858.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -558881.125000 Penalty: 2826.745850
	Iteration 31Q: 3 clusters Score -558881.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -558909.437500 Penalty: 2826.745850
	Iteration 32Q: 3 clusters Score -558909.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -558940.562500 Penalty: 2826.745850
	Iteration 33Q: 3 clusters Score -558940.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -558973.000000 Penalty: 2826.745850
	Iteration 34Q: 3 clusters Score -558973 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -558995.187500 Penalty: 2826.745850
	Iteration 35Q: 3 clusters Score -558995.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -559014.312500 Penalty: 2826.745850
	Iteration 36Q: 3 clusters Score -559014.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -559034.937500 Penalty: 2826.745850
	Iteration 37Q: 3 clusters Score -559034.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -559053.750000 Penalty: 2826.745850
	Iteration 38Q: 3 clusters Score -559053.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -559073.625000 Penalty: 2826.745850
	Iteration 39Q: 3 clusters Score -559073.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -559093.250000 Penalty: 2826.745850
	Iteration 40F: 3 clusters Score -559093.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -559117.375000 Penalty: 2826.745850
	Iteration 41Q: 3 clusters Score -559117.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -559139.187500 Penalty: 2826.745850
	Iteration 42Q: 3 clusters Score -559139.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -559158.250000 Penalty: 2826.745850
	Iteration 43Q: 3 clusters Score -559158.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -559178.125000 Penalty: 2826.745850
	Iteration 44Q: 3 clusters Score -559178.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -559203.062500 Penalty: 2826.745850
	Iteration 45Q: 3 clusters Score -559203.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -559230.625000 Penalty: 2826.745850
	Iteration 46Q: 3 clusters Score -559230.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -559245.500000 Penalty: 2826.745850
	Iteration 47Q: 3 clusters Score -559245.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -559251.937500 Penalty: 2826.745850
	Iteration 48Q: 3 clusters Score -559251.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -559260.062500 Penalty: 2826.745850
	Iteration 49Q: 3 clusters Score -559260.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -559270.250000 Penalty: 2826.745850
	Iteration 50Q: 3 clusters Score -559270.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -559275.000000 Penalty: 2826.745850
	Iteration 51Q: 3 clusters Score -559275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -559277.125000 Penalty: 2826.745850
	Iteration 52Q: 3 clusters Score -559277.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -559281.125000 Penalty: 2826.745850
	Iteration 53Q: 3 clusters Score -559281.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -559285.125000 Penalty: 2826.745850
	Iteration 54Q: 3 clusters Score -559285.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -559289.375000 Penalty: 2826.745850
	Iteration 55Q: 3 clusters Score -559289.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -559291.750000 Penalty: 2826.745850
	Iteration 56Q: 3 clusters Score -559291.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -559296.312500 Penalty: 2826.745850
	Iteration 57Q: 3 clusters Score -559296.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -559296.125000 Penalty: 2826.745850
	Iteration 58Q: 3 clusters Score -559296.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -559299.812500 Penalty: 2826.745850
	Iteration 59Q: 3 clusters Score -559299.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -559300.500000 Penalty: 2826.745850
	Iteration 60F: 3 clusters Score -559300.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -559303.625000 Penalty: 2826.745850
	Iteration 61Q: 3 clusters Score -559303.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -559305.562500 Penalty: 2826.745850
	Iteration 62Q: 3 clusters Score -559305.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -559308.750000 Penalty: 2826.745850
	Iteration 63Q: 3 clusters Score -559308.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -559311.875000 Penalty: 2826.745850
	Iteration 64Q: 3 clusters Score -559311.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -559315.437500 Penalty: 2826.745850
	Iteration 65Q: 3 clusters Score -559315.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -559315.937500 Penalty: 2826.745850
	Iteration 66Q: 3 clusters Score -559315.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -559318.312500 Penalty: 2826.745850
	Iteration 67Q: 3 clusters Score -559318.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -559318.625000 Penalty: 2826.745850
	Iteration 68Q: 3 clusters Score -559318.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -559319.562500 Penalty: 2826.745850
	Iteration 69Q: 3 clusters Score -559319.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -559320.187500 Penalty: 2826.745850
	Iteration 70Q: 3 clusters Score -559320.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -559326.500000 Penalty: 2826.745850
	Iteration 71Q: 3 clusters Score -559326.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -559335.625000 Penalty: 2826.745850
	Iteration 72Q: 3 clusters Score -559335.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -559340.562500 Penalty: 2826.745850
	Iteration 73Q: 3 clusters Score -559340.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -559345.812500 Penalty: 2826.745850
	Iteration 74Q: 3 clusters Score -559345.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -559350.000000 Penalty: 2826.745850
	Iteration 75Q: 3 clusters Score -559350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -559355.750000 Penalty: 2826.745850
	Iteration 76Q: 3 clusters Score -559355.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -559367.750000 Penalty: 2826.745850
	Iteration 77Q: 3 clusters Score -559367.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -559376.000000 Penalty: 2826.745850
	Iteration 78Q: 3 clusters Score -559376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -559383.000000 Penalty: 2826.745850
	Iteration 79Q: 3 clusters Score -559383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -559387.250000 Penalty: 2826.745850
	Iteration 80F: 3 clusters Score -559387.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -559388.750000 Penalty: 2826.745850
	Iteration 81Q: 3 clusters Score -559388.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -559391.750000 Penalty: 2826.745850
	Iteration 82Q: 3 clusters Score -559391.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -559393.937500 Penalty: 2826.745850
	Iteration 83Q: 3 clusters Score -559393.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -559397.875000 Penalty: 2826.745850
	Iteration 84Q: 3 clusters Score -559397.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -559401.812500 Penalty: 2826.745850
	Iteration 85Q: 3 clusters Score -559401.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -559402.812500 Penalty: 2826.745850
	Iteration 86Q: 3 clusters Score -559402.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -559403.812500 Penalty: 2826.745850
	Iteration 87Q: 3 clusters Score -559403.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -559405.750000 Penalty: 2826.745850
	Iteration 88Q: 3 clusters Score -559405.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -559406.562500 Penalty: 2826.745850
	Iteration 89Q: 3 clusters Score -559406.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -559408.000000 Penalty: 2826.745850
	Iteration 90Q: 3 clusters Score -559408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -559408.375000 Penalty: 2826.745850
	Iteration 91Q: 3 clusters Score -559408.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -559408.437500 Penalty: 2826.745850
	Iteration 92Q: 3 clusters Score -559408.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -559408.437500 Penalty: 2826.745850
	Iteration 93Q: 3 clusters Score -559408.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -559408.812500 Penalty: 2826.745850
	Iteration 94Q: 3 clusters Score -559408.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -559408.750000 Penalty: 2826.745850
	Iteration 95Q: 3 clusters Score -559408.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -559409.750000 Penalty: 2826.745850
	Iteration 96Q: 3 clusters Score -559409.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -559410.312500 Penalty: 2826.745850
	Iteration 97Q: 3 clusters Score -559410.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -559409.875000 Penalty: 2826.745850
	Iteration 98Q: 3 clusters Score -559409.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -559409.500000 Penalty: 2826.745850
	Iteration 99Q: 3 clusters Score -559409.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -559410.500000 Penalty: 2826.745850
	Iteration 100F: 3 clusters Score -559410.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -559410.250000 Penalty: 2826.745850
	Iteration 101Q: 3 clusters Score -559410.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -559411.062500 Penalty: 2826.745850
	Iteration 102Q: 3 clusters Score -559411.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -559411.437500 Penalty: 2826.745850
	Iteration 103Q: 3 clusters Score -559411.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -559411.437500 Penalty: 2826.745850
	Iteration 104F: 3 clusters Score -559411.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Entering Unmasked Estep 
Score: -186984.015625 Penalty: 1210.543457
	Iteration 0F: 2 clusters Score -186984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -185087.234375 Penalty: 2421.086914
	Iteration 0F: 3 clusters Score -185087.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -185463.437500 Penalty: 2421.086914
	Iteration 1F: 3 clusters Score -185463.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -185542.015625 Penalty: 2421.086914
	Iteration 2F: 3 clusters Score -185542 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -185589.515625 Penalty: 2421.086914
	Iteration 3Q: 3 clusters Score -185589.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -185619.578125 Penalty: 2421.086914
	Iteration 4Q: 3 clusters Score -185619.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -185637.687500 Penalty: 2421.086914
	Iteration 5Q: 3 clusters Score -185637.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -185651.796875 Penalty: 2421.086914
	Iteration 6Q: 3 clusters Score -185651.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -185656.546875 Penalty: 2421.086914
	Iteration 7Q: 3 clusters Score -185656.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -185659.734375 Penalty: 2421.086914
	Iteration 8Q: 3 clusters Score -185659.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -185666.281250 Penalty: 2421.086914
	Iteration 9Q: 3 clusters Score -185666.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -185672.046875 Penalty: 2421.086914
	Iteration 10Q: 3 clusters Score -185672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -185676.046875 Penalty: 2421.086914
	Iteration 11Q: 3 clusters Score -185676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -185680.812500 Penalty: 2421.086914
	Iteration 12Q: 3 clusters Score -185680.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -185684.421875 Penalty: 2421.086914
	Iteration 13Q: 3 clusters Score -185684.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -185687.906250 Penalty: 2421.086914
	Iteration 14Q: 3 clusters Score -185687.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -185689.437500 Penalty: 2421.086914
	Iteration 15Q: 3 clusters Score -185689.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -185693.500000 Penalty: 2421.086914
	Iteration 16Q: 3 clusters Score -185693.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -185697.984375 Penalty: 2421.086914
	Iteration 17Q: 3 clusters Score -185698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -185702.828125 Penalty: 2421.086914
	Iteration 18Q: 3 clusters Score -185702.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -185704.406250 Penalty: 2421.086914
	Iteration 19Q: 3 clusters Score -185704.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -185706.046875 Penalty: 2421.086914
	Iteration 20F: 3 clusters Score -185706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -185706.593750 Penalty: 2421.086914
	Iteration 21Q: 3 clusters Score -185706.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -185706.593750 Penalty: 2421.086914
	Iteration 22F: 3 clusters Score -185706.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Entering Unmasked Estep 
Score: -607485.750000 Penalty: 1402.778687
	Iteration 0F: 2 clusters Score -607485.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -603108.812500 Penalty: 2805.557373
	Iteration 0F: 3 clusters Score -603108.8 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -604287.375000 Penalty: 2805.557373
	Iteration 1F: 3 clusters Score -604287.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -604439.562500 Penalty: 2805.557373
	Iteration 2F: 3 clusters Score -604439.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -604555.312500 Penalty: 2805.557373
	Iteration 3Q: 3 clusters Score -604555.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -604659.750000 Penalty: 2805.557373
	Iteration 4Q: 3 clusters Score -604659.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -604756.625000 Penalty: 2805.557373
	Iteration 5Q: 3 clusters Score -604756.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -604842.187500 Penalty: 2805.557373
	Iteration 6Q: 3 clusters Score -604842.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -604948.625000 Penalty: 2805.557373
	Iteration 7Q: 3 clusters Score -604948.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -605090.000000 Penalty: 2805.557373
	Iteration 8Q: 3 clusters Score -605090 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -605262.750000 Penalty: 2805.557373
	Iteration 9Q: 3 clusters Score -605262.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -605430.375000 Penalty: 2805.557373
	Iteration 10Q: 3 clusters Score -605430.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -605606.750000 Penalty: 2805.557373
	Iteration 11Q: 3 clusters Score -605606.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -605760.062500 Penalty: 2805.557373
	Iteration 12Q: 3 clusters Score -605760.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -605899.375000 Penalty: 2805.557373
	Iteration 13Q: 3 clusters Score -605899.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -606027.187500 Penalty: 2805.557373
	Iteration 14Q: 3 clusters Score -606027.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -606119.437500 Penalty: 2805.557373
	Iteration 15Q: 3 clusters Score -606119.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -606187.812500 Penalty: 2805.557373
	Iteration 16Q: 3 clusters Score -606187.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -606235.812500 Penalty: 2805.557373
	Iteration 17Q: 3 clusters Score -606235.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -606261.687500 Penalty: 2805.557373
	Iteration 18Q: 3 clusters Score -606261.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -606284.375000 Penalty: 2805.557373
	Iteration 19Q: 3 clusters Score -606284.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -606296.750000 Penalty: 2805.557373
	Iteration 20F: 3 clusters Score -606296.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -606303.562500 Penalty: 2805.557373
	Iteration 21Q: 3 clusters Score -606303.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -606311.375000 Penalty: 2805.557373
	Iteration 22Q: 3 clusters Score -606311.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -606319.562500 Penalty: 2805.557373
	Iteration 23Q: 3 clusters Score -606319.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -606327.437500 Penalty: 2805.557373
	Iteration 24Q: 3 clusters Score -606327.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -606328.937500 Penalty: 2805.557373
	Iteration 25Q: 3 clusters Score -606328.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -606330.312500 Penalty: 2805.557373
	Iteration 26Q: 3 clusters Score -606330.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -606330.062500 Penalty: 2805.557373
	Iteration 27Q: 3 clusters Score -606330.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -606330.062500 Penalty: 2805.557373
	Iteration 28F: 3 clusters Score -606330.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Entering Unmasked Estep 
Score: -374142.375000 Penalty: 1333.081421
	Iteration 0F: 2 clusters Score -374142.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -371027.406250 Penalty: 2666.162842
	Iteration 0F: 3 clusters Score -371027.4 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -371785.250000 Penalty: 2666.162842
	Iteration 1F: 3 clusters Score -371785.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -371946.406250 Penalty: 2666.162842
	Iteration 2F: 3 clusters Score -371946.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -372051.468750 Penalty: 2666.162842
	Iteration 3F: 3 clusters Score -372051.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -372120.406250 Penalty: 2666.162842
	Iteration 4Q: 3 clusters Score -372120.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -372163.656250 Penalty: 2666.162842
	Iteration 5Q: 3 clusters Score -372163.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -372203.593750 Penalty: 2666.162842
	Iteration 6Q: 3 clusters Score -372203.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -372245.562500 Penalty: 2666.162842
	Iteration 7Q: 3 clusters Score -372245.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -372290.750000 Penalty: 2666.162842
	Iteration 8Q: 3 clusters Score -372290.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -372334.437500 Penalty: 2666.162842
	Iteration 9Q: 3 clusters Score -372334.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -372392.968750 Penalty: 2666.162842
	Iteration 10Q: 3 clusters Score -372393 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -372472.562500 Penalty: 2666.162842
	Iteration 11Q: 3 clusters Score -372472.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -372549.906250 Penalty: 2666.162842
	Iteration 12Q: 3 clusters Score -372549.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -372626.062500 Penalty: 2666.162842
	Iteration 13Q: 3 clusters Score -372626.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -372689.843750 Penalty: 2666.162842
	Iteration 14Q: 3 clusters Score -372689.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -372755.062500 Penalty: 2666.162842
	Iteration 15Q: 3 clusters Score -372755.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -372810.343750 Penalty: 2666.162842
	Iteration 16Q: 3 clusters Score -372810.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -372867.656250 Penalty: 2666.162842
	Iteration 17Q: 3 clusters Score -372867.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -372906.281250 Penalty: 2666.162842
	Iteration 18Q: 3 clusters Score -372906.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -372945.968750 Penalty: 2666.162842
	Iteration 19Q: 3 clusters Score -372946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -372976.343750 Penalty: 2666.162842
	Iteration 20F: 3 clusters Score -372976.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -372998.562500 Penalty: 2666.162842
	Iteration 21Q: 3 clusters Score -372998.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -373017.343750 Penalty: 2666.162842
	Iteration 22Q: 3 clusters Score -373017.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -373031.781250 Penalty: 2666.162842
	Iteration 23Q: 3 clusters Score -373031.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -373046.625000 Penalty: 2666.162842
	Iteration 24Q: 3 clusters Score -373046.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -373058.625000 Penalty: 2666.162842
	Iteration 25Q: 3 clusters Score -373058.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -373067.125000 Penalty: 2666.162842
	Iteration 26Q: 3 clusters Score -373067.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -373073.562500 Penalty: 2666.162842
	Iteration 27Q: 3 clusters Score -373073.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -373081.406250 Penalty: 2666.162842
	Iteration 28Q: 3 clusters Score -373081.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -373087.375000 Penalty: 2666.162842
	Iteration 29Q: 3 clusters Score -373087.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -373092.625000 Penalty: 2666.162842
	Iteration 30Q: 3 clusters Score -373092.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -373097.531250 Penalty: 2666.162842
	Iteration 31Q: 3 clusters Score -373097.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -373100.625000 Penalty: 2666.162842
	Iteration 32Q: 3 clusters Score -373100.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -373102.906250 Penalty: 2666.162842
	Iteration 33Q: 3 clusters Score -373102.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -373104.000000 Penalty: 2666.162842
	Iteration 34Q: 3 clusters Score -373104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -373103.843750 Penalty: 2666.162842
	Iteration 35Q: 3 clusters Score -373103.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -373103.843750 Penalty: 2666.162842
	Iteration 36F: 3 clusters Score -373103.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Entering Unmasked Estep 
Score: -741404.187500 Penalty: 1438.743896
	Iteration 0F: 2 clusters Score -741404.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -736173.062500 Penalty: 2877.487793
	Iteration 0F: 3 clusters Score -736173.1 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -737709.250000 Penalty: 2877.487793
	Iteration 1F: 3 clusters Score -737709.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -737929.687500 Penalty: 2877.487793
	Iteration 2F: 3 clusters Score -737929.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -738097.125000 Penalty: 2877.487793
	Iteration 3F: 3 clusters Score -738097.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -738216.187500 Penalty: 2877.487793
	Iteration 4Q: 3 clusters Score -738216.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -738326.250000 Penalty: 2877.487793
	Iteration 5Q: 3 clusters Score -738326.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -738438.187500 Penalty: 2877.487793
	Iteration 6Q: 3 clusters Score -738438.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -738558.875000 Penalty: 2877.487793
	Iteration 7Q: 3 clusters Score -738558.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -738676.312500 Penalty: 2877.487793
	Iteration 8Q: 3 clusters Score -738676.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -738800.250000 Penalty: 2877.487793
	Iteration 9Q: 3 clusters Score -738800.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -738943.812500 Penalty: 2877.487793
	Iteration 10Q: 3 clusters Score -738943.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -739119.375000 Penalty: 2877.487793
	Iteration 11Q: 3 clusters Score -739119.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -739309.500000 Penalty: 2877.487793
	Iteration 12Q: 3 clusters Score -739309.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -739482.625000 Penalty: 2877.487793
	Iteration 13Q: 3 clusters Score -739482.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -739634.625000 Penalty: 2877.487793
	Iteration 14Q: 3 clusters Score -739634.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -739743.187500 Penalty: 2877.487793
	Iteration 15Q: 3 clusters Score -739743.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -739841.625000 Penalty: 2877.487793
	Iteration 16Q: 3 clusters Score -739841.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -739940.187500 Penalty: 2877.487793
	Iteration 17Q: 3 clusters Score -739940.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -740008.812500 Penalty: 2877.487793
	Iteration 18Q: 3 clusters Score -740008.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -740068.500000 Penalty: 2877.487793
	Iteration 19Q: 3 clusters Score -740068.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -740126.625000 Penalty: 2877.487793
	Iteration 20F: 3 clusters Score -740126.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -740158.437500 Penalty: 2877.487793
	Iteration 21Q: 3 clusters Score -740158.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -740189.062500 Penalty: 2877.487793
	Iteration 22Q: 3 clusters Score -740189.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -740202.875000 Penalty: 2877.487793
	Iteration 23Q: 3 clusters Score -740202.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -740213.937500 Penalty: 2877.487793
	Iteration 24Q: 3 clusters Score -740213.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -740224.000000 Penalty: 2877.487793
	Iteration 25Q: 3 clusters Score -740224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -740228.875000 Penalty: 2877.487793
	Iteration 26Q: 3 clusters Score -740228.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -740232.125000 Penalty: 2877.487793
	Iteration 27Q: 3 clusters Score -740232.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -740237.437500 Penalty: 2877.487793
	Iteration 28Q: 3 clusters Score -740237.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -740239.375000 Penalty: 2877.487793
	Iteration 29Q: 3 clusters Score -740239.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -740245.812500 Penalty: 2877.487793
	Iteration 30Q: 3 clusters Score -740245.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -740250.937500 Penalty: 2877.487793
	Iteration 31Q: 3 clusters Score -740250.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -740255.125000 Penalty: 2877.487793
	Iteration 32Q: 3 clusters Score -740255.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -740258.875000 Penalty: 2877.487793
	Iteration 33Q: 3 clusters Score -740258.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -740265.000000 Penalty: 2877.487793
	Iteration 34Q: 3 clusters Score -740265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -740270.812500 Penalty: 2877.487793
	Iteration 35Q: 3 clusters Score -740270.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -740275.375000 Penalty: 2877.487793
	Iteration 36Q: 3 clusters Score -740275.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -740278.875000 Penalty: 2877.487793
	Iteration 37Q: 3 clusters Score -740278.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -740284.437500 Penalty: 2877.487793
	Iteration 38Q: 3 clusters Score -740284.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -740289.250000 Penalty: 2877.487793
	Iteration 39Q: 3 clusters Score -740289.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -740294.937500 Penalty: 2877.487793
	Iteration 40F: 3 clusters Score -740294.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -740295.875000 Penalty: 2877.487793
	Iteration 41Q: 3 clusters Score -740295.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -740295.875000 Penalty: 2877.487793
	Iteration 42F: 3 clusters Score -740295.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -30245.855469 Penalty: 935.308105
	Iteration 0F: 2 clusters Score -30245.86 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 171 members 
Entering Unmasked Estep 
Score: -29337.623047 Penalty: 1870.616211
	Iteration 0F: 3 clusters Score -29337.62 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29453.468750 Penalty: 1870.616211
	Iteration 1F: 3 clusters Score -29453.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29490.246094 Penalty: 1870.616211
	Iteration 2F: 3 clusters Score -29490.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29503.914062 Penalty: 1870.616211
	Iteration 3Q: 3 clusters Score -29503.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29506.283203 Penalty: 1870.616211
	Iteration 4Q: 3 clusters Score -29506.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29508.064453 Penalty: 1870.616211
	Iteration 5Q: 3 clusters Score -29508.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29510.169922 Penalty: 1870.616211
	Iteration 6Q: 3 clusters Score -29510.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29515.638672 Penalty: 1870.616211
	Iteration 7Q: 3 clusters Score -29515.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29518.490234 Penalty: 1870.616211
	Iteration 8Q: 3 clusters Score -29518.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29518.490234 Penalty: 1870.616211
	Iteration 9F: 3 clusters Score -29518.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Entering Unmasked Estep 
Score: -131897.187500 Penalty: 1165.519043
	Iteration 0F: 2 clusters Score -131897.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -130312.757812 Penalty: 2331.038086
	Iteration 0F: 3 clusters Score -130312.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -130676.679688 Penalty: 2331.038086
	Iteration 1F: 3 clusters Score -130676.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -130826.468750 Penalty: 2331.038086
	Iteration 2F: 3 clusters Score -130826.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -130982.890625 Penalty: 2331.038086
	Iteration 3F: 3 clusters Score -130982.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -131128.390625 Penalty: 2331.038086
	Iteration 4F: 3 clusters Score -131128.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -131220.796875 Penalty: 2331.038086
	Iteration 5F: 3 clusters Score -131220.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -131278.250000 Penalty: 2331.038086
	Iteration 6Q: 3 clusters Score -131278.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -131308.984375 Penalty: 2331.038086
	Iteration 7Q: 3 clusters Score -131309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -131327.890625 Penalty: 2331.038086
	Iteration 8Q: 3 clusters Score -131327.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -131335.343750 Penalty: 2331.038086
	Iteration 9Q: 3 clusters Score -131335.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -131341.250000 Penalty: 2331.038086
	Iteration 10Q: 3 clusters Score -131341.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -131345.250000 Penalty: 2331.038086
	Iteration 11Q: 3 clusters Score -131345.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -131348.453125 Penalty: 2331.038086
	Iteration 12Q: 3 clusters Score -131348.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -131350.500000 Penalty: 2331.038086
	Iteration 13Q: 3 clusters Score -131350.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -131351.734375 Penalty: 2331.038086
	Iteration 14Q: 3 clusters Score -131351.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -131353.718750 Penalty: 2331.038086
	Iteration 15Q: 3 clusters Score -131353.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -131355.437500 Penalty: 2331.038086
	Iteration 16Q: 3 clusters Score -131355.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -131355.437500 Penalty: 2331.038086
	Iteration 17F: 3 clusters Score -131355.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -12026.620117 Penalty: 842.950134
	Iteration 0F: 2 clusters Score -12026.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11378.700195 Penalty: 1685.900269
	Iteration 0F: 3 clusters Score -11378.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11494.530273 Penalty: 1685.900269
	Iteration 1F: 3 clusters Score -11494.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11569.838867 Penalty: 1685.900269
	Iteration 2F: 3 clusters Score -11569.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -11694.269531 Penalty: 1685.900269
	Iteration 3F: 3 clusters Score -11694.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -11771.760742 Penalty: 1685.900269
	Iteration 4Q: 3 clusters Score -11771.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -11807.830078 Penalty: 1685.900269
	Iteration 5Q: 3 clusters Score -11807.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -11807.830078 Penalty: 1685.900269
	Iteration 6F: 3 clusters Score -11807.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -29406.968750 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -29406.97 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 158 members 
Entering Unmasked Estep 
Score: -28517.822266 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -28517.82 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28671.705078 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -28671.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28698.562500 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -28698.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28728.449219 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -28728.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28753.291016 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -28753.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28764.953125 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -28764.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28769.792969 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -28769.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28772.935547 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -28772.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28773.964844 Penalty: 1890.561035
	Iteration 8Q: 3 clusters Score -28773.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28776.843750 Penalty: 1890.561035
	Iteration 9Q: 3 clusters Score -28776.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28777.906250 Penalty: 1890.561035
	Iteration 10Q: 3 clusters Score -28777.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28777.906250 Penalty: 1890.561035
	Iteration 11F: 3 clusters Score -28777.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Entering Unmasked Estep 
Score: -597836.562500 Penalty: 1419.444458
	Iteration 0F: 2 clusters Score -597836.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -593063.000000 Penalty: 2838.888916
	Iteration 0F: 3 clusters Score -593063 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -594553.250000 Penalty: 2838.888916
	Iteration 1F: 3 clusters Score -594553.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -594798.187500 Penalty: 2838.888916
	Iteration 2F: 3 clusters Score -594798.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -595005.375000 Penalty: 2838.888916
	Iteration 3F: 3 clusters Score -595005.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -595188.125000 Penalty: 2838.888916
	Iteration 4Q: 3 clusters Score -595188.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -595358.437500 Penalty: 2838.888916
	Iteration 5Q: 3 clusters Score -595358.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -595547.062500 Penalty: 2838.888916
	Iteration 6Q: 3 clusters Score -595547.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -595732.000000 Penalty: 2838.888916
	Iteration 7Q: 3 clusters Score -595732 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -595915.500000 Penalty: 2838.888916
	Iteration 8Q: 3 clusters Score -595915.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -596073.687500 Penalty: 2838.888916
	Iteration 9Q: 3 clusters Score -596073.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -596194.812500 Penalty: 2838.888916
	Iteration 10Q: 3 clusters Score -596194.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -596295.750000 Penalty: 2838.888916
	Iteration 11Q: 3 clusters Score -596295.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -596366.312500 Penalty: 2838.888916
	Iteration 12Q: 3 clusters Score -596366.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -596409.375000 Penalty: 2838.888916
	Iteration 13Q: 3 clusters Score -596409.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -596447.562500 Penalty: 2838.888916
	Iteration 14Q: 3 clusters Score -596447.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -596484.250000 Penalty: 2838.888916
	Iteration 15Q: 3 clusters Score -596484.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -596512.750000 Penalty: 2838.888916
	Iteration 16Q: 3 clusters Score -596512.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -596531.875000 Penalty: 2838.888916
	Iteration 17Q: 3 clusters Score -596531.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -596547.000000 Penalty: 2838.888916
	Iteration 18Q: 3 clusters Score -596547 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -596560.062500 Penalty: 2838.888916
	Iteration 19Q: 3 clusters Score -596560.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -596571.250000 Penalty: 2838.888916
	Iteration 20F: 3 clusters Score -596571.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -596580.187500 Penalty: 2838.888916
	Iteration 21Q: 3 clusters Score -596580.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -596589.562500 Penalty: 2838.888916
	Iteration 22Q: 3 clusters Score -596589.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -596594.125000 Penalty: 2838.888916
	Iteration 23Q: 3 clusters Score -596594.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -596599.750000 Penalty: 2838.888916
	Iteration 24Q: 3 clusters Score -596599.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -596604.187500 Penalty: 2838.888916
	Iteration 25Q: 3 clusters Score -596604.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -596607.375000 Penalty: 2838.888916
	Iteration 26Q: 3 clusters Score -596607.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -596613.875000 Penalty: 2838.888916
	Iteration 27Q: 3 clusters Score -596613.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -596620.375000 Penalty: 2838.888916
	Iteration 28Q: 3 clusters Score -596620.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -596626.250000 Penalty: 2838.888916
	Iteration 29Q: 3 clusters Score -596626.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -596631.312500 Penalty: 2838.888916
	Iteration 30Q: 3 clusters Score -596631.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -596640.125000 Penalty: 2838.888916
	Iteration 31Q: 3 clusters Score -596640.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -596643.062500 Penalty: 2838.888916
	Iteration 32Q: 3 clusters Score -596643.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -596647.312500 Penalty: 2838.888916
	Iteration 33Q: 3 clusters Score -596647.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -596649.625000 Penalty: 2838.888916
	Iteration 34Q: 3 clusters Score -596649.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -596653.062500 Penalty: 2838.888916
	Iteration 35Q: 3 clusters Score -596653.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -596657.062500 Penalty: 2838.888916
	Iteration 36Q: 3 clusters Score -596657.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -596660.000000 Penalty: 2838.888916
	Iteration 37Q: 3 clusters Score -596660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -596661.625000 Penalty: 2838.888916
	Iteration 38Q: 3 clusters Score -596661.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -596663.937500 Penalty: 2838.888916
	Iteration 39Q: 3 clusters Score -596663.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -596664.000000 Penalty: 2838.888916
	Iteration 40F: 3 clusters Score -596664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -596664.000000 Penalty: 2838.888916
	Iteration 41Q: 3 clusters Score -596664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -596663.875000 Penalty: 2838.888916
	Iteration 42Q: 3 clusters Score -596663.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -596663.875000 Penalty: 2838.888916
	Iteration 43F: 3 clusters Score -596663.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Entering Unmasked Estep 
Score: -536148.000000 Penalty: 1388.878784
	Iteration 0F: 2 clusters Score -536148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -532066.437500 Penalty: 2777.757568
	Iteration 0F: 3 clusters Score -532066.4 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -533158.062500 Penalty: 2777.757568
	Iteration 1F: 3 clusters Score -533158.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -533372.687500 Penalty: 2777.757568
	Iteration 2F: 3 clusters Score -533372.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -533538.937500 Penalty: 2777.757568
	Iteration 3F: 3 clusters Score -533538.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -533680.062500 Penalty: 2777.757568
	Iteration 4Q: 3 clusters Score -533680.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -533822.125000 Penalty: 2777.757568
	Iteration 5Q: 3 clusters Score -533822.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -533928.625000 Penalty: 2777.757568
	Iteration 6Q: 3 clusters Score -533928.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -534031.312500 Penalty: 2777.757568
	Iteration 7Q: 3 clusters Score -534031.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -534133.187500 Penalty: 2777.757568
	Iteration 8Q: 3 clusters Score -534133.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -534219.375000 Penalty: 2777.757568
	Iteration 9Q: 3 clusters Score -534219.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -534319.375000 Penalty: 2777.757568
	Iteration 10Q: 3 clusters Score -534319.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -534422.187500 Penalty: 2777.757568
	Iteration 11Q: 3 clusters Score -534422.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -534513.062500 Penalty: 2777.757568
	Iteration 12Q: 3 clusters Score -534513.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -534614.187500 Penalty: 2777.757568
	Iteration 13Q: 3 clusters Score -534614.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -534698.687500 Penalty: 2777.757568
	Iteration 14Q: 3 clusters Score -534698.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -534789.250000 Penalty: 2777.757568
	Iteration 15Q: 3 clusters Score -534789.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -534857.937500 Penalty: 2777.757568
	Iteration 16Q: 3 clusters Score -534857.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -534914.187500 Penalty: 2777.757568
	Iteration 17Q: 3 clusters Score -534914.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -534966.687500 Penalty: 2777.757568
	Iteration 18Q: 3 clusters Score -534966.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -535016.437500 Penalty: 2777.757568
	Iteration 19Q: 3 clusters Score -535016.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -535049.125000 Penalty: 2777.757568
	Iteration 20F: 3 clusters Score -535049.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -535076.312500 Penalty: 2777.757568
	Iteration 21Q: 3 clusters Score -535076.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -535097.000000 Penalty: 2777.757568
	Iteration 22Q: 3 clusters Score -535097 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -535118.437500 Penalty: 2777.757568
	Iteration 23Q: 3 clusters Score -535118.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -535133.625000 Penalty: 2777.757568
	Iteration 24Q: 3 clusters Score -535133.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -535153.812500 Penalty: 2777.757568
	Iteration 25Q: 3 clusters Score -535153.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -535167.000000 Penalty: 2777.757568
	Iteration 26Q: 3 clusters Score -535167 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -535175.062500 Penalty: 2777.757568
	Iteration 27Q: 3 clusters Score -535175.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -535178.250000 Penalty: 2777.757568
	Iteration 28Q: 3 clusters Score -535178.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -535183.937500 Penalty: 2777.757568
	Iteration 29Q: 3 clusters Score -535183.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -535187.812500 Penalty: 2777.757568
	Iteration 30Q: 3 clusters Score -535187.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -535191.062500 Penalty: 2777.757568
	Iteration 31Q: 3 clusters Score -535191.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -535192.812500 Penalty: 2777.757568
	Iteration 32Q: 3 clusters Score -535192.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -535194.812500 Penalty: 2777.757568
	Iteration 33Q: 3 clusters Score -535194.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -535194.875000 Penalty: 2777.757568
	Iteration 34Q: 3 clusters Score -535194.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -535195.125000 Penalty: 2777.757568
	Iteration 35Q: 3 clusters Score -535195.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -535195.750000 Penalty: 2777.757568
	Iteration 36Q: 3 clusters Score -535195.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -535195.500000 Penalty: 2777.757568
	Iteration 37Q: 3 clusters Score -535195.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -535195.500000 Penalty: 2777.757568
	Iteration 38F: 3 clusters Score -535195.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -118157.562500 Penalty: 1145.785767
	Iteration 0F: 2 clusters Score -118157.6 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 601 members 
Entering Unmasked Estep 
Score: -116602.257812 Penalty: 2291.571533
	Iteration 0F: 3 clusters Score -116602.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -116899.398438 Penalty: 2291.571533
	Iteration 1F: 3 clusters Score -116899.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -116983.882812 Penalty: 2291.571533
	Iteration 2F: 3 clusters Score -116983.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -117026.289062 Penalty: 2291.571533
	Iteration 3Q: 3 clusters Score -117026.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -117051.984375 Penalty: 2291.571533
	Iteration 4Q: 3 clusters Score -117052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -117071.882812 Penalty: 2291.571533
	Iteration 5Q: 3 clusters Score -117071.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -117081.046875 Penalty: 2291.571533
	Iteration 6Q: 3 clusters Score -117081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -117086.109375 Penalty: 2291.571533
	Iteration 7Q: 3 clusters Score -117086.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -117093.703125 Penalty: 2291.571533
	Iteration 8Q: 3 clusters Score -117093.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -117098.429688 Penalty: 2291.571533
	Iteration 9Q: 3 clusters Score -117098.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -117102.328125 Penalty: 2291.571533
	Iteration 10Q: 3 clusters Score -117102.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -117105.625000 Penalty: 2291.571533
	Iteration 11Q: 3 clusters Score -117105.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -117107.164062 Penalty: 2291.571533
	Iteration 12Q: 3 clusters Score -117107.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -117107.945312 Penalty: 2291.571533
	Iteration 13Q: 3 clusters Score -117107.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -117107.945312 Penalty: 2291.571533
	Iteration 14F: 3 clusters Score -117107.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Entering Unmasked Estep 
Score: -251761.390625 Penalty: 1274.561646
	Iteration 0F: 2 clusters Score -251761.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -249314.968750 Penalty: 2549.123291
	Iteration 0F: 3 clusters Score -249315 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -250003.765625 Penalty: 2549.123291
	Iteration 1F: 3 clusters Score -250003.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -250177.968750 Penalty: 2549.123291
	Iteration 2F: 3 clusters Score -250178 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -250310.015625 Penalty: 2549.123291
	Iteration 3F: 3 clusters Score -250310 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -250409.750000 Penalty: 2549.123291
	Iteration 4Q: 3 clusters Score -250409.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -250485.250000 Penalty: 2549.123291
	Iteration 5Q: 3 clusters Score -250485.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -250573.625000 Penalty: 2549.123291
	Iteration 6Q: 3 clusters Score -250573.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -250667.140625 Penalty: 2549.123291
	Iteration 7Q: 3 clusters Score -250667.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -250735.562500 Penalty: 2549.123291
	Iteration 8Q: 3 clusters Score -250735.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -250814.515625 Penalty: 2549.123291
	Iteration 9Q: 3 clusters Score -250814.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -250908.640625 Penalty: 2549.123291
	Iteration 10Q: 3 clusters Score -250908.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -251012.343750 Penalty: 2549.123291
	Iteration 11Q: 3 clusters Score -251012.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -251083.328125 Penalty: 2549.123291
	Iteration 12Q: 3 clusters Score -251083.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -251153.515625 Penalty: 2549.123291
	Iteration 13Q: 3 clusters Score -251153.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -251201.656250 Penalty: 2549.123291
	Iteration 14Q: 3 clusters Score -251201.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -251255.500000 Penalty: 2549.123291
	Iteration 15Q: 3 clusters Score -251255.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -251318.500000 Penalty: 2549.123291
	Iteration 16Q: 3 clusters Score -251318.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -251389.968750 Penalty: 2549.123291
	Iteration 17Q: 3 clusters Score -251390 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -251486.078125 Penalty: 2549.123291
	Iteration 18Q: 3 clusters Score -251486.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -251597.250000 Penalty: 2549.123291
	Iteration 19Q: 3 clusters Score -251597.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -251677.937500 Penalty: 2549.123291
	Iteration 20F: 3 clusters Score -251677.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -251716.000000 Penalty: 2549.123291
	Iteration 21Q: 3 clusters Score -251716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -251737.296875 Penalty: 2549.123291
	Iteration 22Q: 3 clusters Score -251737.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -251764.593750 Penalty: 2549.123291
	Iteration 23Q: 3 clusters Score -251764.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -251785.171875 Penalty: 2549.123291
	Iteration 24Q: 3 clusters Score -251785.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -251798.812500 Penalty: 2549.123291
	Iteration 25Q: 3 clusters Score -251798.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -251817.703125 Penalty: 2549.123291
	Iteration 26Q: 3 clusters Score -251817.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -251833.015625 Penalty: 2549.123291
	Iteration 27Q: 3 clusters Score -251833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -251847.531250 Penalty: 2549.123291
	Iteration 28Q: 3 clusters Score -251847.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -251865.937500 Penalty: 2549.123291
	Iteration 29Q: 3 clusters Score -251865.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -251889.734375 Penalty: 2549.123291
	Iteration 30Q: 3 clusters Score -251889.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -251920.125000 Penalty: 2549.123291
	Iteration 31Q: 3 clusters Score -251920.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -251951.953125 Penalty: 2549.123291
	Iteration 32Q: 3 clusters Score -251952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -251994.156250 Penalty: 2549.123291
	Iteration 33Q: 3 clusters Score -251994.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -252021.218750 Penalty: 2549.123291
	Iteration 34Q: 3 clusters Score -252021.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -252042.078125 Penalty: 2549.123291
	Iteration 35Q: 3 clusters Score -252042.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -252061.234375 Penalty: 2549.123291
	Iteration 36Q: 3 clusters Score -252061.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -252070.796875 Penalty: 2549.123291
	Iteration 37Q: 3 clusters Score -252070.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -252075.718750 Penalty: 2549.123291
	Iteration 38Q: 3 clusters Score -252075.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -252078.000000 Penalty: 2549.123291
	Iteration 39Q: 3 clusters Score -252078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -252081.218750 Penalty: 2549.123291
	Iteration 40F: 3 clusters Score -252081.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -252084.031250 Penalty: 2549.123291
	Iteration 41Q: 3 clusters Score -252084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -252084.703125 Penalty: 2549.123291
	Iteration 42Q: 3 clusters Score -252084.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -252085.375000 Penalty: 2549.123291
	Iteration 43Q: 3 clusters Score -252085.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -252085.687500 Penalty: 2549.123291
	Iteration 44Q: 3 clusters Score -252085.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -252086.203125 Penalty: 2549.123291
	Iteration 45Q: 3 clusters Score -252086.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -252087.125000 Penalty: 2549.123291
	Iteration 46Q: 3 clusters Score -252087.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -252087.468750 Penalty: 2549.123291
	Iteration 47Q: 3 clusters Score -252087.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -252087.468750 Penalty: 2549.123291
	Iteration 48F: 3 clusters Score -252087.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13842 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20230 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 12451 members 
Mstep: Class 8 contains 15479 members 
Mstep: Class 9 contains 1670 members 
Mstep: Class 10 contains 15149 members 
Mstep: Class 11 contains 28061 members 
Mstep: Class 12 contains 16839 members 
Mstep: Class 13 contains 130654 members 
Mstep: Class 14 contains 27192 members 
Mstep: Class 15 contains 10750 members 
Mstep: Class 16 contains 24376 members 
Mstep: Class 17 contains 39087 members 
Mstep: Class 18 contains 168296 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30204 members 
Mstep: Class 22 contains 10377 members 
Mstep: Class 23 contains 865 members 
Mstep: Class 24 contains 18467 members 
Mstep: Class 25 contains 5989 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5611 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7001 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 179 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6217 members 
Mstep: Class 35 contains 5151 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 1463 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 1086 members 
Entering Unmasked Estep 
Score: -65955120.000000 Penalty: 84740.953125
Splitting cluster 37 changes total score from -65955624.000000 to -65955120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -82802.507812 Penalty: 1095.334473
	Iteration 0F: 2 clusters Score -82802.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -81478.250000 Penalty: 2190.668945
	Iteration 0F: 3 clusters Score -81478.25 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -81745.867188 Penalty: 2190.668945
	Iteration 1F: 3 clusters Score -81745.87 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -81867.101562 Penalty: 2190.668945
	Iteration 2F: 3 clusters Score -81867.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -81920.687500 Penalty: 2190.668945
	Iteration 3Q: 3 clusters Score -81920.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -81987.984375 Penalty: 2190.668945
	Iteration 4Q: 3 clusters Score -81987.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -82059.953125 Penalty: 2190.668945
	Iteration 5Q: 3 clusters Score -82059.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -82105.140625 Penalty: 2190.668945
	Iteration 6Q: 3 clusters Score -82105.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -82137.890625 Penalty: 2190.668945
	Iteration 7Q: 3 clusters Score -82137.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -82191.929688 Penalty: 2190.668945
	Iteration 8Q: 3 clusters Score -82191.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -82249.656250 Penalty: 2190.668945
	Iteration 9Q: 3 clusters Score -82249.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -82372.109375 Penalty: 2190.668945
	Iteration 10Q: 3 clusters Score -82372.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -82461.093750 Penalty: 2190.668945
	Iteration 11Q: 3 clusters Score -82461.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -82595.007812 Penalty: 2190.668945
	Iteration 12Q: 3 clusters Score -82595.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -82659.296875 Penalty: 2190.668945
	Iteration 13Q: 3 clusters Score -82659.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -82688.101562 Penalty: 2190.668945
	Iteration 14Q: 3 clusters Score -82688.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -82696.687500 Penalty: 2190.668945
	Iteration 15Q: 3 clusters Score -82696.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -82700.937500 Penalty: 2190.668945
	Iteration 16Q: 3 clusters Score -82700.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82702.070312 Penalty: 2190.668945
	Iteration 17Q: 3 clusters Score -82702.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82703.320312 Penalty: 2190.668945
	Iteration 18Q: 3 clusters Score -82703.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -82705.335938 Penalty: 2190.668945
	Iteration 19Q: 3 clusters Score -82705.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -82708.351562 Penalty: 2190.668945
	Iteration 20F: 3 clusters Score -82708.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82710.234375 Penalty: 2190.668945
	Iteration 21Q: 3 clusters Score -82710.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82710.234375 Penalty: 2190.668945
	Iteration 22F: 3 clusters Score -82710.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13842 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20230 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 12451 members 
Mstep: Class 8 contains 15479 members 
Mstep: Class 9 contains 1670 members 
Mstep: Class 10 contains 15149 members 
Mstep: Class 11 contains 28061 members 
Mstep: Class 12 contains 16839 members 
Mstep: Class 13 contains 130654 members 
Mstep: Class 14 contains 27192 members 
Mstep: Class 15 contains 10750 members 
Mstep: Class 16 contains 24376 members 
Mstep: Class 17 contains 39087 members 
Mstep: Class 18 contains 168296 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30204 members 
Mstep: Class 22 contains 10377 members 
Mstep: Class 23 contains 865 members 
Mstep: Class 24 contains 18467 members 
Mstep: Class 25 contains 5989 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5611 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7001 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 179 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6217 members 
Mstep: Class 35 contains 5151 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955676.000000 Penalty: 82568.109375
Iteration 159Q: 39 clusters Score -6.595568e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13842 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20229 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 12455 members 
Mstep: Class 8 contains 15471 members 
Mstep: Class 9 contains 1670 members 
Mstep: Class 10 contains 15146 members 
Mstep: Class 11 contains 28053 members 
Mstep: Class 12 contains 16838 members 
Mstep: Class 13 contains 130660 members 
Mstep: Class 14 contains 27202 members 
Mstep: Class 15 contains 10749 members 
Mstep: Class 16 contains 24376 members 
Mstep: Class 17 contains 39085 members 
Mstep: Class 18 contains 168295 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30203 members 
Mstep: Class 22 contains 10377 members 
Mstep: Class 23 contains 865 members 
Mstep: Class 24 contains 18468 members 
Mstep: Class 25 contains 5988 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5611 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7003 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 179 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6221 members 
Mstep: Class 35 contains 5151 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955640.000000 Penalty: 82568.109375
Iteration 160F: 39 clusters Score -6.595564e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13842 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20230 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 12457 members 
Mstep: Class 8 contains 15467 members 
Mstep: Class 9 contains 1670 members 
Mstep: Class 10 contains 15145 members 
Mstep: Class 11 contains 28043 members 
Mstep: Class 12 contains 16833 members 
Mstep: Class 13 contains 130667 members 
Mstep: Class 14 contains 27212 members 
Mstep: Class 15 contains 10746 members 
Mstep: Class 16 contains 24374 members 
Mstep: Class 17 contains 39085 members 
Mstep: Class 18 contains 168295 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30203 members 
Mstep: Class 22 contains 10377 members 
Mstep: Class 23 contains 865 members 
Mstep: Class 24 contains 18467 members 
Mstep: Class 25 contains 5986 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5610 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7006 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6226 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955668.000000 Penalty: 82568.109375
Iteration 161Q: 39 clusters Score -6.595567e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13841 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20228 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 12460 members 
Mstep: Class 8 contains 15462 members 
Mstep: Class 9 contains 1670 members 
Mstep: Class 10 contains 15144 members 
Mstep: Class 11 contains 28035 members 
Mstep: Class 12 contains 16833 members 
Mstep: Class 13 contains 130667 members 
Mstep: Class 14 contains 27221 members 
Mstep: Class 15 contains 10745 members 
Mstep: Class 16 contains 24376 members 
Mstep: Class 17 contains 39084 members 
Mstep: Class 18 contains 168299 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30202 members 
Mstep: Class 22 contains 10377 members 
Mstep: Class 23 contains 865 members 
Mstep: Class 24 contains 18465 members 
Mstep: Class 25 contains 5982 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5610 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7008 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6233 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955636.000000 Penalty: 82568.109375
Iteration 162Q: 39 clusters Score -6.595564e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13841 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20226 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2560 members 
Mstep: Class 7 contains 12462 members 
Mstep: Class 8 contains 15458 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15144 members 
Mstep: Class 11 contains 28028 members 
Mstep: Class 12 contains 16833 members 
Mstep: Class 13 contains 130669 members 
Mstep: Class 14 contains 27228 members 
Mstep: Class 15 contains 10744 members 
Mstep: Class 16 contains 24376 members 
Mstep: Class 17 contains 39083 members 
Mstep: Class 18 contains 168299 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30199 members 
Mstep: Class 22 contains 10377 members 
Mstep: Class 23 contains 865 members 
Mstep: Class 24 contains 18466 members 
Mstep: Class 25 contains 5979 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5609 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7010 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6241 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955644.000000 Penalty: 82568.109375
Iteration 163Q: 39 clusters Score -6.595564e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13841 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20223 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2560 members 
Mstep: Class 7 contains 12465 members 
Mstep: Class 8 contains 15456 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15143 members 
Mstep: Class 11 contains 28020 members 
Mstep: Class 12 contains 16833 members 
Mstep: Class 13 contains 130671 members 
Mstep: Class 14 contains 27239 members 
Mstep: Class 15 contains 10743 members 
Mstep: Class 16 contains 24376 members 
Mstep: Class 17 contains 39085 members 
Mstep: Class 18 contains 168300 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30198 members 
Mstep: Class 22 contains 10377 members 
Mstep: Class 23 contains 865 members 
Mstep: Class 24 contains 18465 members 
Mstep: Class 25 contains 5978 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5607 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7009 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6243 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955572.000000 Penalty: 82568.109375
Iteration 164Q: 39 clusters Score -6.595557e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13842 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20225 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2560 members 
Mstep: Class 7 contains 12466 members 
Mstep: Class 8 contains 15453 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15142 members 
Mstep: Class 11 contains 28011 members 
Mstep: Class 12 contains 16832 members 
Mstep: Class 13 contains 130672 members 
Mstep: Class 14 contains 27249 members 
Mstep: Class 15 contains 10742 members 
Mstep: Class 16 contains 24375 members 
Mstep: Class 17 contains 39085 members 
Mstep: Class 18 contains 168300 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30197 members 
Mstep: Class 22 contains 10377 members 
Mstep: Class 23 contains 865 members 
Mstep: Class 24 contains 18466 members 
Mstep: Class 25 contains 5977 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5605 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7010 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6246 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955620.000000 Penalty: 82568.109375
Iteration 165Q: 39 clusters Score -6.595562e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13841 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20224 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2560 members 
Mstep: Class 7 contains 12466 members 
Mstep: Class 8 contains 15447 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15142 members 
Mstep: Class 11 contains 28003 members 
Mstep: Class 12 contains 16832 members 
Mstep: Class 13 contains 130677 members 
Mstep: Class 14 contains 27261 members 
Mstep: Class 15 contains 10742 members 
Mstep: Class 16 contains 24375 members 
Mstep: Class 17 contains 39086 members 
Mstep: Class 18 contains 168297 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30196 members 
Mstep: Class 22 contains 10377 members 
Mstep: Class 23 contains 865 members 
Mstep: Class 24 contains 18467 members 
Mstep: Class 25 contains 5977 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5605 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7010 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6247 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955572.000000 Penalty: 82568.109375
Iteration 166Q: 39 clusters Score -6.595557e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13839 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20225 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2560 members 
Mstep: Class 7 contains 12466 members 
Mstep: Class 8 contains 15437 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15142 members 
Mstep: Class 11 contains 27997 members 
Mstep: Class 12 contains 16833 members 
Mstep: Class 13 contains 130678 members 
Mstep: Class 14 contains 27273 members 
Mstep: Class 15 contains 10742 members 
Mstep: Class 16 contains 24376 members 
Mstep: Class 17 contains 39086 members 
Mstep: Class 18 contains 168295 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30196 members 
Mstep: Class 22 contains 10377 members 
Mstep: Class 23 contains 865 members 
Mstep: Class 24 contains 18470 members 
Mstep: Class 25 contains 5977 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5605 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6247 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955552.000000 Penalty: 82568.109375
Iteration 167Q: 39 clusters Score -6.595555e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13838 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20225 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2560 members 
Mstep: Class 7 contains 12467 members 
Mstep: Class 8 contains 15430 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15142 members 
Mstep: Class 11 contains 27988 members 
Mstep: Class 12 contains 16835 members 
Mstep: Class 13 contains 130683 members 
Mstep: Class 14 contains 27280 members 
Mstep: Class 15 contains 10742 members 
Mstep: Class 16 contains 24377 members 
Mstep: Class 17 contains 39085 members 
Mstep: Class 18 contains 168298 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30194 members 
Mstep: Class 22 contains 10377 members 
Mstep: Class 23 contains 865 members 
Mstep: Class 24 contains 18472 members 
Mstep: Class 25 contains 5977 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5605 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7010 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6247 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955516.000000 Penalty: 82568.109375
Iteration 168Q: 39 clusters Score -6.595552e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13840 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20224 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2561 members 
Mstep: Class 7 contains 12468 members 
Mstep: Class 8 contains 15425 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15142 members 
Mstep: Class 11 contains 27980 members 
Mstep: Class 12 contains 16836 members 
Mstep: Class 13 contains 130685 members 
Mstep: Class 14 contains 27291 members 
Mstep: Class 15 contains 10742 members 
Mstep: Class 16 contains 24377 members 
Mstep: Class 17 contains 39082 members 
Mstep: Class 18 contains 168297 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30193 members 
Mstep: Class 22 contains 10376 members 
Mstep: Class 23 contains 865 members 
Mstep: Class 24 contains 18475 members 
Mstep: Class 25 contains 5976 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5605 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7009 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6248 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955540.000000 Penalty: 82568.109375
Iteration 169Q: 39 clusters Score -6.595554e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13840 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20224 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2562 members 
Mstep: Class 7 contains 12468 members 
Mstep: Class 8 contains 15417 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15143 members 
Mstep: Class 11 contains 27971 members 
Mstep: Class 12 contains 16837 members 
Mstep: Class 13 contains 130686 members 
Mstep: Class 14 contains 27304 members 
Mstep: Class 15 contains 10742 members 
Mstep: Class 16 contains 24377 members 
Mstep: Class 17 contains 39081 members 
Mstep: Class 18 contains 168296 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30192 members 
Mstep: Class 22 contains 10376 members 
Mstep: Class 23 contains 865 members 
Mstep: Class 24 contains 18476 members 
Mstep: Class 25 contains 5975 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5605 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7010 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6250 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955576.000000 Penalty: 82568.109375
Iteration 170Q: 39 clusters Score -6.595558e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13840 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20223 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2563 members 
Mstep: Class 7 contains 12468 members 
Mstep: Class 8 contains 15409 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15143 members 
Mstep: Class 11 contains 27960 members 
Mstep: Class 12 contains 16837 members 
Mstep: Class 13 contains 130691 members 
Mstep: Class 14 contains 27319 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24377 members 
Mstep: Class 17 contains 39081 members 
Mstep: Class 18 contains 168294 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30192 members 
Mstep: Class 22 contains 10376 members 
Mstep: Class 23 contains 865 members 
Mstep: Class 24 contains 18477 members 
Mstep: Class 25 contains 5975 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5605 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6250 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955604.000000 Penalty: 82568.109375
Iteration 171Q: 39 clusters Score -6.59556e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13841 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20222 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2564 members 
Mstep: Class 7 contains 12469 members 
Mstep: Class 8 contains 15396 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15143 members 
Mstep: Class 11 contains 27944 members 
Mstep: Class 12 contains 16837 members 
Mstep: Class 13 contains 130694 members 
Mstep: Class 14 contains 27346 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24377 members 
Mstep: Class 17 contains 39081 members 
Mstep: Class 18 contains 168293 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30192 members 
Mstep: Class 22 contains 10376 members 
Mstep: Class 23 contains 864 members 
Mstep: Class 24 contains 18476 members 
Mstep: Class 25 contains 5976 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5605 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6249 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955652.000000 Penalty: 82568.109375
Iteration 172Q: 39 clusters Score -6.595565e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13841 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20222 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2564 members 
Mstep: Class 7 contains 12469 members 
Mstep: Class 8 contains 15385 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15143 members 
Mstep: Class 11 contains 27925 members 
Mstep: Class 12 contains 16838 members 
Mstep: Class 13 contains 130699 members 
Mstep: Class 14 contains 27365 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24377 members 
Mstep: Class 17 contains 39080 members 
Mstep: Class 18 contains 168297 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30189 members 
Mstep: Class 22 contains 10376 members 
Mstep: Class 23 contains 864 members 
Mstep: Class 24 contains 18481 members 
Mstep: Class 25 contains 5976 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5605 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6249 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955700.000000 Penalty: 82568.109375
Iteration 173Q: 39 clusters Score -6.59557e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13841 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20221 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2564 members 
Mstep: Class 7 contains 12470 members 
Mstep: Class 8 contains 15370 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15143 members 
Mstep: Class 11 contains 27899 members 
Mstep: Class 12 contains 16838 members 
Mstep: Class 13 contains 130708 members 
Mstep: Class 14 contains 27384 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24379 members 
Mstep: Class 17 contains 39080 members 
Mstep: Class 18 contains 168309 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30187 members 
Mstep: Class 22 contains 10376 members 
Mstep: Class 23 contains 864 members 
Mstep: Class 24 contains 18482 members 
Mstep: Class 25 contains 5976 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5605 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6249 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955660.000000 Penalty: 82568.109375
Iteration 174Q: 39 clusters Score -6.595566e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13841 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20218 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2564 members 
Mstep: Class 7 contains 12470 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15142 members 
Mstep: Class 11 contains 27879 members 
Mstep: Class 12 contains 16839 members 
Mstep: Class 13 contains 130712 members 
Mstep: Class 14 contains 27402 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24380 members 
Mstep: Class 17 contains 39080 members 
Mstep: Class 18 contains 168316 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30188 members 
Mstep: Class 22 contains 10376 members 
Mstep: Class 23 contains 864 members 
Mstep: Class 24 contains 18485 members 
Mstep: Class 25 contains 5976 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5605 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7010 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6249 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955696.000000 Penalty: 82568.109375
Iteration 175Q: 39 clusters Score -6.59557e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13839 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20215 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2564 members 
Mstep: Class 7 contains 12470 members 
Mstep: Class 8 contains 15352 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15142 members 
Mstep: Class 11 contains 27863 members 
Mstep: Class 12 contains 16838 members 
Mstep: Class 13 contains 130710 members 
Mstep: Class 14 contains 27427 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24379 members 
Mstep: Class 17 contains 39080 members 
Mstep: Class 18 contains 168323 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30188 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 864 members 
Mstep: Class 24 contains 18488 members 
Mstep: Class 25 contains 5976 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5605 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7009 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6249 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955668.000000 Penalty: 82568.109375
Iteration 176Q: 39 clusters Score -6.595567e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13839 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20213 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 12469 members 
Mstep: Class 8 contains 15340 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15142 members 
Mstep: Class 11 contains 27850 members 
Mstep: Class 12 contains 16838 members 
Mstep: Class 13 contains 130712 members 
Mstep: Class 14 contains 27450 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24380 members 
Mstep: Class 17 contains 39080 members 
Mstep: Class 18 contains 168327 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30185 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 864 members 
Mstep: Class 24 contains 18487 members 
Mstep: Class 25 contains 5977 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5605 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7009 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6249 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955640.000000 Penalty: 82568.109375
Iteration 177Q: 39 clusters Score -6.595564e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13840 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20213 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 12472 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15142 members 
Mstep: Class 11 contains 27827 members 
Mstep: Class 12 contains 16838 members 
Mstep: Class 13 contains 130714 members 
Mstep: Class 14 contains 27475 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24380 members 
Mstep: Class 17 contains 39079 members 
Mstep: Class 18 contains 168337 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30185 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 864 members 
Mstep: Class 24 contains 18488 members 
Mstep: Class 25 contains 5977 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5605 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7010 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6249 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955728.000000 Penalty: 82568.109375
Iteration 178Q: 39 clusters Score -6.595573e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13839 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20214 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2566 members 
Mstep: Class 7 contains 12474 members 
Mstep: Class 8 contains 15311 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15142 members 
Mstep: Class 11 contains 27811 members 
Mstep: Class 12 contains 16837 members 
Mstep: Class 13 contains 130716 members 
Mstep: Class 14 contains 27496 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24378 members 
Mstep: Class 17 contains 39079 members 
Mstep: Class 18 contains 168340 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30183 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 864 members 
Mstep: Class 24 contains 18487 members 
Mstep: Class 25 contains 5977 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5605 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6251 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955684.000000 Penalty: 82568.109375
Iteration 179Q: 39 clusters Score -6.595568e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13837 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20217 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2567 members 
Mstep: Class 7 contains 12474 members 
Mstep: Class 8 contains 15306 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15141 members 
Mstep: Class 11 contains 27795 members 
Mstep: Class 12 contains 16837 members 
Mstep: Class 13 contains 130720 members 
Mstep: Class 14 contains 27511 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24381 members 
Mstep: Class 17 contains 39079 members 
Mstep: Class 18 contains 168340 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30182 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 864 members 
Mstep: Class 24 contains 18487 members 
Mstep: Class 25 contains 5977 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5604 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6251 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955648.000000 Penalty: 82568.109375
Iteration 180F: 39 clusters Score -6.595565e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13835 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20220 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2570 members 
Mstep: Class 7 contains 12474 members 
Mstep: Class 8 contains 15299 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15141 members 
Mstep: Class 11 contains 27782 members 
Mstep: Class 12 contains 16837 members 
Mstep: Class 13 contains 130725 members 
Mstep: Class 14 contains 27517 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24381 members 
Mstep: Class 17 contains 39079 members 
Mstep: Class 18 contains 168344 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30182 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 864 members 
Mstep: Class 24 contains 18486 members 
Mstep: Class 25 contains 5978 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5604 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6251 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955672.000000 Penalty: 82568.109375
Iteration 181Q: 39 clusters Score -6.595567e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13832 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 20223 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 12473 members 
Mstep: Class 8 contains 15291 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15141 members 
Mstep: Class 11 contains 27769 members 
Mstep: Class 12 contains 16837 members 
Mstep: Class 13 contains 130732 members 
Mstep: Class 14 contains 27520 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24381 members 
Mstep: Class 17 contains 39079 members 
Mstep: Class 18 contains 168351 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30182 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 864 members 
Mstep: Class 24 contains 18489 members 
Mstep: Class 25 contains 5978 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5605 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6251 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955652.000000 Penalty: 82568.109375
Iteration 182Q: 39 clusters Score -6.595565e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13832 members 
Mstep: Class 3 contains 5379 members 
Mstep: Class 4 contains 20224 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 12472 members 
Mstep: Class 8 contains 15285 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15142 members 
Mstep: Class 11 contains 27763 members 
Mstep: Class 12 contains 16837 members 
Mstep: Class 13 contains 130735 members 
Mstep: Class 14 contains 27529 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24381 members 
Mstep: Class 17 contains 39079 members 
Mstep: Class 18 contains 168351 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30182 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 18490 members 
Mstep: Class 25 contains 5978 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5606 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6250 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955640.000000 Penalty: 82568.109375
Iteration 183Q: 39 clusters Score -6.595564e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13832 members 
Mstep: Class 3 contains 5378 members 
Mstep: Class 4 contains 20224 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 12473 members 
Mstep: Class 8 contains 15283 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15142 members 
Mstep: Class 11 contains 27758 members 
Mstep: Class 12 contains 16836 members 
Mstep: Class 13 contains 130733 members 
Mstep: Class 14 contains 27541 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24381 members 
Mstep: Class 17 contains 39079 members 
Mstep: Class 18 contains 168348 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30181 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 18492 members 
Mstep: Class 25 contains 5978 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5607 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6249 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955652.000000 Penalty: 82568.109375
Iteration 184Q: 39 clusters Score -6.595565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13832 members 
Mstep: Class 3 contains 5378 members 
Mstep: Class 4 contains 20224 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 12474 members 
Mstep: Class 8 contains 15278 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15142 members 
Mstep: Class 11 contains 27752 members 
Mstep: Class 12 contains 16836 members 
Mstep: Class 13 contains 130733 members 
Mstep: Class 14 contains 27547 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24381 members 
Mstep: Class 17 contains 39079 members 
Mstep: Class 18 contains 168348 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30181 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 18495 members 
Mstep: Class 25 contains 5978 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5608 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6249 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955684.000000 Penalty: 82568.109375
Iteration 185Q: 39 clusters Score -6.595568e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13832 members 
Mstep: Class 3 contains 5378 members 
Mstep: Class 4 contains 20224 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 12476 members 
Mstep: Class 8 contains 15273 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15142 members 
Mstep: Class 11 contains 27752 members 
Mstep: Class 12 contains 16836 members 
Mstep: Class 13 contains 130734 members 
Mstep: Class 14 contains 27550 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24382 members 
Mstep: Class 17 contains 39079 members 
Mstep: Class 18 contains 168348 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30180 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 18495 members 
Mstep: Class 25 contains 5978 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5608 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6248 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955708.000000 Penalty: 82568.109375
Iteration 186Q: 39 clusters Score -6.595571e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13831 members 
Mstep: Class 3 contains 5378 members 
Mstep: Class 4 contains 20224 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 12479 members 
Mstep: Class 8 contains 15269 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15140 members 
Mstep: Class 11 contains 27746 members 
Mstep: Class 12 contains 16836 members 
Mstep: Class 13 contains 130733 members 
Mstep: Class 14 contains 27559 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24382 members 
Mstep: Class 17 contains 39079 members 
Mstep: Class 18 contains 168349 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30181 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 18497 members 
Mstep: Class 25 contains 5978 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5608 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6246 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955692.000000 Penalty: 82568.109375
Iteration 187Q: 39 clusters Score -6.595569e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13831 members 
Mstep: Class 3 contains 5378 members 
Mstep: Class 4 contains 20224 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 12480 members 
Mstep: Class 8 contains 15265 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15138 members 
Mstep: Class 11 contains 27740 members 
Mstep: Class 12 contains 16836 members 
Mstep: Class 13 contains 130732 members 
Mstep: Class 14 contains 27566 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24382 members 
Mstep: Class 17 contains 39079 members 
Mstep: Class 18 contains 168354 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30180 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 18495 members 
Mstep: Class 25 contains 5978 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5608 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6249 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955692.000000 Penalty: 82568.109375
Iteration 188Q: 39 clusters Score -6.595569e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13831 members 
Mstep: Class 3 contains 5378 members 
Mstep: Class 4 contains 20224 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 12481 members 
Mstep: Class 8 contains 15260 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15137 members 
Mstep: Class 11 contains 27733 members 
Mstep: Class 12 contains 16837 members 
Mstep: Class 13 contains 130734 members 
Mstep: Class 14 contains 27570 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24382 members 
Mstep: Class 17 contains 39079 members 
Mstep: Class 18 contains 168358 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30179 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 18495 members 
Mstep: Class 25 contains 5977 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5608 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6252 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955720.000000 Penalty: 82568.109375
Iteration 189Q: 39 clusters Score -6.595572e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13831 members 
Mstep: Class 3 contains 5378 members 
Mstep: Class 4 contains 20223 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 12483 members 
Mstep: Class 8 contains 15258 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15136 members 
Mstep: Class 11 contains 27726 members 
Mstep: Class 12 contains 16837 members 
Mstep: Class 13 contains 130734 members 
Mstep: Class 14 contains 27576 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24384 members 
Mstep: Class 17 contains 39079 members 
Mstep: Class 18 contains 168361 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30178 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 18495 members 
Mstep: Class 25 contains 5976 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5608 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6252 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955728.000000 Penalty: 82568.109375
Iteration 190Q: 39 clusters Score -6.595573e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13830 members 
Mstep: Class 3 contains 5378 members 
Mstep: Class 4 contains 20223 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 12486 members 
Mstep: Class 8 contains 15255 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15134 members 
Mstep: Class 11 contains 27722 members 
Mstep: Class 12 contains 16837 members 
Mstep: Class 13 contains 130738 members 
Mstep: Class 14 contains 27580 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24385 members 
Mstep: Class 17 contains 39078 members 
Mstep: Class 18 contains 168363 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30175 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 18495 members 
Mstep: Class 25 contains 5976 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5608 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6252 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955708.000000 Penalty: 82568.109375
Iteration 191Q: 39 clusters Score -6.595571e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13829 members 
Mstep: Class 3 contains 5378 members 
Mstep: Class 4 contains 20222 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 12486 members 
Mstep: Class 8 contains 15251 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15133 members 
Mstep: Class 11 contains 27719 members 
Mstep: Class 12 contains 16838 members 
Mstep: Class 13 contains 130740 members 
Mstep: Class 14 contains 27582 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24389 members 
Mstep: Class 17 contains 39076 members 
Mstep: Class 18 contains 168365 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30175 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 18496 members 
Mstep: Class 25 contains 5976 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5608 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6252 members 
Mstep: Class 35 contains 5152 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955676.000000 Penalty: 82568.109375
Iteration 192Q: 39 clusters Score -6.595568e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13829 members 
Mstep: Class 3 contains 5378 members 
Mstep: Class 4 contains 20222 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 12487 members 
Mstep: Class 8 contains 15248 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15131 members 
Mstep: Class 11 contains 27718 members 
Mstep: Class 12 contains 16838 members 
Mstep: Class 13 contains 130741 members 
Mstep: Class 14 contains 27584 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24391 members 
Mstep: Class 17 contains 39076 members 
Mstep: Class 18 contains 168366 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30175 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 18495 members 
Mstep: Class 25 contains 5976 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5607 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6252 members 
Mstep: Class 35 contains 5153 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955648.000000 Penalty: 82568.109375
Iteration 193Q: 39 clusters Score -6.595565e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13829 members 
Mstep: Class 3 contains 5378 members 
Mstep: Class 4 contains 20222 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 12486 members 
Mstep: Class 8 contains 15245 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15131 members 
Mstep: Class 11 contains 27716 members 
Mstep: Class 12 contains 16840 members 
Mstep: Class 13 contains 130740 members 
Mstep: Class 14 contains 27586 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24392 members 
Mstep: Class 17 contains 39076 members 
Mstep: Class 18 contains 168368 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30174 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 18496 members 
Mstep: Class 25 contains 5976 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5607 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6252 members 
Mstep: Class 35 contains 5153 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955672.000000 Penalty: 82568.109375
Iteration 194Q: 39 clusters Score -6.595567e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13828 members 
Mstep: Class 3 contains 5378 members 
Mstep: Class 4 contains 20222 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 12485 members 
Mstep: Class 8 contains 15243 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15131 members 
Mstep: Class 11 contains 27714 members 
Mstep: Class 12 contains 16839 members 
Mstep: Class 13 contains 130740 members 
Mstep: Class 14 contains 27588 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24392 members 
Mstep: Class 17 contains 39075 members 
Mstep: Class 18 contains 168370 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30174 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 18500 members 
Mstep: Class 25 contains 5977 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5607 members 
Mstep: Class 28 contains 3653 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6252 members 
Mstep: Class 35 contains 5153 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955656.000000 Penalty: 82568.109375
Iteration 195Q: 39 clusters Score -6.595566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13827 members 
Mstep: Class 3 contains 5378 members 
Mstep: Class 4 contains 20222 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 12487 members 
Mstep: Class 8 contains 15240 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15131 members 
Mstep: Class 11 contains 27713 members 
Mstep: Class 12 contains 16839 members 
Mstep: Class 13 contains 130742 members 
Mstep: Class 14 contains 27588 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24392 members 
Mstep: Class 17 contains 39075 members 
Mstep: Class 18 contains 168371 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30174 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 18499 members 
Mstep: Class 25 contains 5977 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5607 members 
Mstep: Class 28 contains 3653 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6253 members 
Mstep: Class 35 contains 5153 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955652.000000 Penalty: 82568.109375
Iteration 196Q: 39 clusters Score -6.595565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13827 members 
Mstep: Class 3 contains 5378 members 
Mstep: Class 4 contains 20222 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 12489 members 
Mstep: Class 8 contains 15239 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15131 members 
Mstep: Class 11 contains 27712 members 
Mstep: Class 12 contains 16839 members 
Mstep: Class 13 contains 130743 members 
Mstep: Class 14 contains 27588 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24391 members 
Mstep: Class 17 contains 39075 members 
Mstep: Class 18 contains 168372 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30174 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 18498 members 
Mstep: Class 25 contains 5977 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5607 members 
Mstep: Class 28 contains 3653 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6253 members 
Mstep: Class 35 contains 5153 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955628.000000 Penalty: 82568.109375
Iteration 197Q: 39 clusters Score -6.595563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13827 members 
Mstep: Class 3 contains 5378 members 
Mstep: Class 4 contains 20222 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 12493 members 
Mstep: Class 8 contains 15239 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15130 members 
Mstep: Class 11 contains 27712 members 
Mstep: Class 12 contains 16839 members 
Mstep: Class 13 contains 130743 members 
Mstep: Class 14 contains 27588 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24389 members 
Mstep: Class 17 contains 39075 members 
Mstep: Class 18 contains 168372 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30174 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 18497 members 
Mstep: Class 25 contains 5977 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5607 members 
Mstep: Class 28 contains 3653 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6253 members 
Mstep: Class 35 contains 5153 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955624.000000 Penalty: 82568.109375
Iteration 198Q: 39 clusters Score -6.595562e+07 nChanged 4
Entering ConstructFrom: 
Score: -65955624.000000 Penalty: 82568.109375
Entering ConstructFrom: 
Trying to split cluster 1 (2159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Entering Unmasked Estep 
Score: -221884.234375 Penalty: 1247.577637
	Iteration 0F: 2 clusters Score -221884.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -219755.875000 Penalty: 2495.155273
	Iteration 0F: 3 clusters Score -219755.9 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -220318.640625 Penalty: 2495.155273
	Iteration 1F: 3 clusters Score -220318.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -220506.828125 Penalty: 2495.155273
	Iteration 2F: 3 clusters Score -220506.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -220643.328125 Penalty: 2495.155273
	Iteration 3F: 3 clusters Score -220643.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -220768.531250 Penalty: 2495.155273
	Iteration 4F: 3 clusters Score -220768.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -220876.609375 Penalty: 2495.155273
	Iteration 5F: 3 clusters Score -220876.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -220949.671875 Penalty: 2495.155273
	Iteration 6Q: 3 clusters Score -220949.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -221004.578125 Penalty: 2495.155273
	Iteration 7Q: 3 clusters Score -221004.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -221034.656250 Penalty: 2495.155273
	Iteration 8Q: 3 clusters Score -221034.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -221053.203125 Penalty: 2495.155273
	Iteration 9Q: 3 clusters Score -221053.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -221067.859375 Penalty: 2495.155273
	Iteration 10Q: 3 clusters Score -221067.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -221074.203125 Penalty: 2495.155273
	Iteration 11Q: 3 clusters Score -221074.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -221081.359375 Penalty: 2495.155273
	Iteration 12Q: 3 clusters Score -221081.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -221088.312500 Penalty: 2495.155273
	Iteration 13Q: 3 clusters Score -221088.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -221091.203125 Penalty: 2495.155273
	Iteration 14Q: 3 clusters Score -221091.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -221094.187500 Penalty: 2495.155273
	Iteration 15Q: 3 clusters Score -221094.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -221095.203125 Penalty: 2495.155273
	Iteration 16Q: 3 clusters Score -221095.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -221095.203125 Penalty: 2495.155273
	Iteration 17F: 3 clusters Score -221095.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Entering Unmasked Estep 
Score: -1434170.250000 Penalty: 1549.336426
	Iteration 0F: 2 clusters Score -1434170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1424410.375000 Penalty: 3098.672852
	Iteration 0F: 3 clusters Score -1424410 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1427949.125000 Penalty: 3098.672852
	Iteration 1F: 3 clusters Score -1427949 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1428455.750000 Penalty: 3098.672852
	Iteration 2F: 3 clusters Score -1428456 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1429066.875000 Penalty: 3098.672852
	Iteration 3F: 3 clusters Score -1429067 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1429729.750000 Penalty: 3098.672852
	Iteration 4F: 3 clusters Score -1429730 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1430517.875000 Penalty: 3098.672852
	Iteration 5F: 3 clusters Score -1430518 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1431438.125000 Penalty: 3098.672852
	Iteration 6F: 3 clusters Score -1431438 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1432333.000000 Penalty: 3098.672852
	Iteration 7F: 3 clusters Score -1432333 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1433000.375000 Penalty: 3098.672852
	Iteration 8Q: 3 clusters Score -1433000 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1433298.875000 Penalty: 3098.672852
	Iteration 9Q: 3 clusters Score -1433299 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1433395.250000 Penalty: 3098.672852
	Iteration 10Q: 3 clusters Score -1433395 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1433443.625000 Penalty: 3098.672852
	Iteration 11Q: 3 clusters Score -1433444 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1433460.875000 Penalty: 3098.672852
	Iteration 12Q: 3 clusters Score -1433461 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1433472.750000 Penalty: 3098.672852
	Iteration 13Q: 3 clusters Score -1433473 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1433478.375000 Penalty: 3098.672852
	Iteration 14Q: 3 clusters Score -1433478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1433486.500000 Penalty: 3098.672852
	Iteration 15Q: 3 clusters Score -1433486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1433490.125000 Penalty: 3098.672852
	Iteration 16Q: 3 clusters Score -1433490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1433493.250000 Penalty: 3098.672852
	Iteration 17Q: 3 clusters Score -1433493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1433497.125000 Penalty: 3098.672852
	Iteration 18Q: 3 clusters Score -1433497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1433496.875000 Penalty: 3098.672852
	Iteration 19Q: 3 clusters Score -1433497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1433497.500000 Penalty: 3098.672852
	Iteration 20F: 3 clusters Score -1433498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1433500.250000 Penalty: 3098.672852
	Iteration 21Q: 3 clusters Score -1433500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1433498.250000 Penalty: 3098.672852
	Iteration 22Q: 3 clusters Score -1433498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1433499.125000 Penalty: 3098.672852
	Iteration 23Q: 3 clusters Score -1433499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1433500.250000 Penalty: 3098.672852
	Iteration 24Q: 3 clusters Score -1433500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1433499.875000 Penalty: 3098.672852
	Iteration 25Q: 3 clusters Score -1433500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1433502.750000 Penalty: 3098.672852
	Iteration 26Q: 3 clusters Score -1433503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1433500.000000 Penalty: 3098.672852
	Iteration 27Q: 3 clusters Score -1433500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1433501.250000 Penalty: 3098.672852
	Iteration 28Q: 3 clusters Score -1433501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1433501.500000 Penalty: 3098.672852
	Iteration 29Q: 3 clusters Score -1433502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1433504.625000 Penalty: 3098.672852
	Iteration 30Q: 3 clusters Score -1433505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1433504.875000 Penalty: 3098.672852
	Iteration 31Q: 3 clusters Score -1433505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1433504.625000 Penalty: 3098.672852
	Iteration 32Q: 3 clusters Score -1433505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1433506.250000 Penalty: 3098.672852
	Iteration 33Q: 3 clusters Score -1433506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1433505.500000 Penalty: 3098.672852
	Iteration 34Q: 3 clusters Score -1433506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1433503.625000 Penalty: 3098.672852
	Iteration 35Q: 3 clusters Score -1433504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1433503.625000 Penalty: 3098.672852
	Iteration 36F: 3 clusters Score -1433504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Entering Unmasked Estep 
Score: -566269.000000 Penalty: 1395.886597
	Iteration 0F: 2 clusters Score -566269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -561988.125000 Penalty: 2791.773193
	Iteration 0F: 3 clusters Score -561988.1 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -563223.375000 Penalty: 2791.773193
	Iteration 1F: 3 clusters Score -563223.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -563464.312500 Penalty: 2791.773193
	Iteration 2F: 3 clusters Score -563464.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -563734.062500 Penalty: 2791.773193
	Iteration 3F: 3 clusters Score -563734.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -563983.000000 Penalty: 2791.773193
	Iteration 4F: 3 clusters Score -563983 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -564202.187500 Penalty: 2791.773193
	Iteration 5F: 3 clusters Score -564202.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -564413.437500 Penalty: 2791.773193
	Iteration 6F: 3 clusters Score -564413.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -564586.250000 Penalty: 2791.773193
	Iteration 7Q: 3 clusters Score -564586.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -564739.875000 Penalty: 2791.773193
	Iteration 8Q: 3 clusters Score -564739.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -564874.812500 Penalty: 2791.773193
	Iteration 9Q: 3 clusters Score -564874.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -565011.000000 Penalty: 2791.773193
	Iteration 10Q: 3 clusters Score -565011 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -565151.687500 Penalty: 2791.773193
	Iteration 11Q: 3 clusters Score -565151.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -565276.750000 Penalty: 2791.773193
	Iteration 12Q: 3 clusters Score -565276.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -565365.937500 Penalty: 2791.773193
	Iteration 13Q: 3 clusters Score -565365.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -565423.000000 Penalty: 2791.773193
	Iteration 14Q: 3 clusters Score -565423 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -565473.250000 Penalty: 2791.773193
	Iteration 15Q: 3 clusters Score -565473.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -565514.625000 Penalty: 2791.773193
	Iteration 16Q: 3 clusters Score -565514.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -565557.750000 Penalty: 2791.773193
	Iteration 17Q: 3 clusters Score -565557.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -565607.937500 Penalty: 2791.773193
	Iteration 18Q: 3 clusters Score -565607.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -565658.125000 Penalty: 2791.773193
	Iteration 19Q: 3 clusters Score -565658.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -565717.500000 Penalty: 2791.773193
	Iteration 20F: 3 clusters Score -565717.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -565793.937500 Penalty: 2791.773193
	Iteration 21Q: 3 clusters Score -565793.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -565855.875000 Penalty: 2791.773193
	Iteration 22Q: 3 clusters Score -565855.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -565923.625000 Penalty: 2791.773193
	Iteration 23Q: 3 clusters Score -565923.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -565979.000000 Penalty: 2791.773193
	Iteration 24Q: 3 clusters Score -565979 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -566035.812500 Penalty: 2791.773193
	Iteration 25Q: 3 clusters Score -566035.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -566088.250000 Penalty: 2791.773193
	Iteration 26Q: 3 clusters Score -566088.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -566132.937500 Penalty: 2791.773193
	Iteration 27Q: 3 clusters Score -566132.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -566157.562500 Penalty: 2791.773193
	Iteration 28Q: 3 clusters Score -566157.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -566171.375000 Penalty: 2791.773193
	Iteration 29Q: 3 clusters Score -566171.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -566178.312500 Penalty: 2791.773193
	Iteration 30Q: 3 clusters Score -566178.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -566179.812500 Penalty: 2791.773193
	Iteration 31Q: 3 clusters Score -566179.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -566179.750000 Penalty: 2791.773193
	Iteration 32Q: 3 clusters Score -566179.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -566179.625000 Penalty: 2791.773193
	Iteration 33Q: 3 clusters Score -566179.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -566179.625000 Penalty: 2791.773193
	Iteration 34F: 3 clusters Score -566179.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Entering Unmasked Estep 
Score: -2152293.750000 Penalty: 1611.102539
	Iteration 0F: 2 clusters Score -2152294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2138582.500000 Penalty: 3222.205078
	Iteration 0F: 3 clusters Score -2138582 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2143750.500000 Penalty: 3222.205078
	Iteration 1F: 3 clusters Score -2143750 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2144349.000000 Penalty: 3222.205078
	Iteration 2F: 3 clusters Score -2144349 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2144971.750000 Penalty: 3222.205078
	Iteration 3F: 3 clusters Score -2144972 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2145598.500000 Penalty: 3222.205078
	Iteration 4F: 3 clusters Score -2145598 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2146198.750000 Penalty: 3222.205078
	Iteration 5F: 3 clusters Score -2146199 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2146724.250000 Penalty: 3222.205078
	Iteration 6F: 3 clusters Score -2146724 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2147199.750000 Penalty: 3222.205078
	Iteration 7Q: 3 clusters Score -2147200 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2147529.750000 Penalty: 3222.205078
	Iteration 8Q: 3 clusters Score -2147530 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2147774.750000 Penalty: 3222.205078
	Iteration 9Q: 3 clusters Score -2147775 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2147967.000000 Penalty: 3222.205078
	Iteration 10Q: 3 clusters Score -2147967 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2148103.000000 Penalty: 3222.205078
	Iteration 11Q: 3 clusters Score -2148103 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2148252.000000 Penalty: 3222.205078
	Iteration 12Q: 3 clusters Score -2148252 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2148406.500000 Penalty: 3222.205078
	Iteration 13Q: 3 clusters Score -2148406 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2148581.500000 Penalty: 3222.205078
	Iteration 14Q: 3 clusters Score -2148582 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2148786.500000 Penalty: 3222.205078
	Iteration 15Q: 3 clusters Score -2148786 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2149035.750000 Penalty: 3222.205078
	Iteration 16Q: 3 clusters Score -2149036 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -2149342.750000 Penalty: 3222.205078
	Iteration 17Q: 3 clusters Score -2149343 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2149663.500000 Penalty: 3222.205078
	Iteration 18Q: 3 clusters Score -2149664 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2149912.000000 Penalty: 3222.205078
	Iteration 19Q: 3 clusters Score -2149912 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2150113.250000 Penalty: 3222.205078
	Iteration 20F: 3 clusters Score -2150113 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2150315.250000 Penalty: 3222.205078
	Iteration 21Q: 3 clusters Score -2150315 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2150488.500000 Penalty: 3222.205078
	Iteration 22Q: 3 clusters Score -2150488 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2150615.250000 Penalty: 3222.205078
	Iteration 23Q: 3 clusters Score -2150615 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -2150749.750000 Penalty: 3222.205078
	Iteration 24Q: 3 clusters Score -2150750 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2150849.500000 Penalty: 3222.205078
	Iteration 25Q: 3 clusters Score -2150850 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2150924.000000 Penalty: 3222.205078
	Iteration 26Q: 3 clusters Score -2150924 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2150992.500000 Penalty: 3222.205078
	Iteration 27Q: 3 clusters Score -2150992 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2151044.250000 Penalty: 3222.205078
	Iteration 28Q: 3 clusters Score -2151044 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2151088.000000 Penalty: 3222.205078
	Iteration 29Q: 3 clusters Score -2151088 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2151121.500000 Penalty: 3222.205078
	Iteration 30Q: 3 clusters Score -2151122 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2151151.750000 Penalty: 3222.205078
	Iteration 31Q: 3 clusters Score -2151152 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2151181.500000 Penalty: 3222.205078
	Iteration 32Q: 3 clusters Score -2151182 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2151219.500000 Penalty: 3222.205078
	Iteration 33Q: 3 clusters Score -2151220 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2151251.750000 Penalty: 3222.205078
	Iteration 34Q: 3 clusters Score -2151252 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2151280.250000 Penalty: 3222.205078
	Iteration 35Q: 3 clusters Score -2151280 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -2151306.750000 Penalty: 3222.205078
	Iteration 36Q: 3 clusters Score -2151307 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2151336.500000 Penalty: 3222.205078
	Iteration 37Q: 3 clusters Score -2151336 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2151354.500000 Penalty: 3222.205078
	Iteration 38Q: 3 clusters Score -2151354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2151369.000000 Penalty: 3222.205078
	Iteration 39Q: 3 clusters Score -2151369 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2151385.500000 Penalty: 3222.205078
	Iteration 40F: 3 clusters Score -2151386 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2151396.500000 Penalty: 3222.205078
	Iteration 41Q: 3 clusters Score -2151396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2151410.250000 Penalty: 3222.205078
	Iteration 42Q: 3 clusters Score -2151410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2151415.500000 Penalty: 3222.205078
	Iteration 43Q: 3 clusters Score -2151416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2151419.500000 Penalty: 3222.205078
	Iteration 44Q: 3 clusters Score -2151420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -2151429.250000 Penalty: 3222.205078
	Iteration 45Q: 3 clusters Score -2151429 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2151443.250000 Penalty: 3222.205078
	Iteration 46Q: 3 clusters Score -2151443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -2151450.250000 Penalty: 3222.205078
	Iteration 47Q: 3 clusters Score -2151450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2151456.000000 Penalty: 3222.205078
	Iteration 48Q: 3 clusters Score -2151456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2151462.250000 Penalty: 3222.205078
	Iteration 49Q: 3 clusters Score -2151462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2151465.750000 Penalty: 3222.205078
	Iteration 50Q: 3 clusters Score -2151466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2151465.500000 Penalty: 3222.205078
	Iteration 51Q: 3 clusters Score -2151466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2151464.250000 Penalty: 3222.205078
	Iteration 52Q: 3 clusters Score -2151464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2151468.500000 Penalty: 3222.205078
	Iteration 53Q: 3 clusters Score -2151468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2151469.750000 Penalty: 3222.205078
	Iteration 54Q: 3 clusters Score -2151470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2151473.500000 Penalty: 3222.205078
	Iteration 55Q: 3 clusters Score -2151474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2151474.000000 Penalty: 3222.205078
	Iteration 56Q: 3 clusters Score -2151474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2151473.500000 Penalty: 3222.205078
	Iteration 57Q: 3 clusters Score -2151474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2151473.500000 Penalty: 3222.205078
	Iteration 58Q: 3 clusters Score -2151474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2151474.000000 Penalty: 3222.205078
	Iteration 59Q: 3 clusters Score -2151474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2151476.500000 Penalty: 3222.205078
	Iteration 60F: 3 clusters Score -2151476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2151473.000000 Penalty: 3222.205078
	Iteration 61Q: 3 clusters Score -2151473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2151477.000000 Penalty: 3222.205078
	Iteration 62Q: 3 clusters Score -2151477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -2151479.000000 Penalty: 3222.205078
	Iteration 63Q: 3 clusters Score -2151479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2151483.750000 Penalty: 3222.205078
	Iteration 64Q: 3 clusters Score -2151484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -2151487.250000 Penalty: 3222.205078
	Iteration 65Q: 3 clusters Score -2151487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2151487.250000 Penalty: 3222.205078
	Iteration 66Q: 3 clusters Score -2151487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2151487.250000 Penalty: 3222.205078
	Iteration 67F: 3 clusters Score -2151487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -22213.957031 Penalty: 886.489685
	Iteration 0F: 2 clusters Score -22213.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21428.025391 Penalty: 1772.979370
	Iteration 0F: 3 clusters Score -21428.03 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21549.160156 Penalty: 1772.979370
	Iteration 1F: 3 clusters Score -21549.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21573.564453 Penalty: 1772.979370
	Iteration 2Q: 3 clusters Score -21573.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21581.943359 Penalty: 1772.979370
	Iteration 3Q: 3 clusters Score -21581.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21587.351562 Penalty: 1772.979370
	Iteration 4Q: 3 clusters Score -21587.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21587.351562 Penalty: 1772.979370
	Iteration 5F: 3 clusters Score -21587.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Entering Unmasked Estep 
Score: -269135.281250 Penalty: 1275.958130
	Iteration 0F: 2 clusters Score -269135.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -266661.968750 Penalty: 2551.916260
	Iteration 0F: 3 clusters Score -266662 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -267243.031250 Penalty: 2551.916260
	Iteration 1F: 3 clusters Score -267243 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -267368.593750 Penalty: 2551.916260
	Iteration 2F: 3 clusters Score -267368.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -267433.687500 Penalty: 2551.916260
	Iteration 3Q: 3 clusters Score -267433.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -267471.843750 Penalty: 2551.916260
	Iteration 4Q: 3 clusters Score -267471.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -267500.562500 Penalty: 2551.916260
	Iteration 5Q: 3 clusters Score -267500.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -267533.718750 Penalty: 2551.916260
	Iteration 6Q: 3 clusters Score -267533.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -267556.093750 Penalty: 2551.916260
	Iteration 7Q: 3 clusters Score -267556.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -267572.281250 Penalty: 2551.916260
	Iteration 8Q: 3 clusters Score -267572.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -267584.218750 Penalty: 2551.916260
	Iteration 9Q: 3 clusters Score -267584.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -267592.312500 Penalty: 2551.916260
	Iteration 10Q: 3 clusters Score -267592.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -267597.968750 Penalty: 2551.916260
	Iteration 11Q: 3 clusters Score -267598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -267604.531250 Penalty: 2551.916260
	Iteration 12Q: 3 clusters Score -267604.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -267613.812500 Penalty: 2551.916260
	Iteration 13Q: 3 clusters Score -267613.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -267621.687500 Penalty: 2551.916260
	Iteration 14Q: 3 clusters Score -267621.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -267628.312500 Penalty: 2551.916260
	Iteration 15Q: 3 clusters Score -267628.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -267634.500000 Penalty: 2551.916260
	Iteration 16Q: 3 clusters Score -267634.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -267640.218750 Penalty: 2551.916260
	Iteration 17Q: 3 clusters Score -267640.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -267643.625000 Penalty: 2551.916260
	Iteration 18Q: 3 clusters Score -267643.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -267646.406250 Penalty: 2551.916260
	Iteration 19Q: 3 clusters Score -267646.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -267649.531250 Penalty: 2551.916260
	Iteration 20F: 3 clusters Score -267649.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -267653.062500 Penalty: 2551.916260
	Iteration 21Q: 3 clusters Score -267653.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -267657.281250 Penalty: 2551.916260
	Iteration 22Q: 3 clusters Score -267657.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -267660.750000 Penalty: 2551.916260
	Iteration 23Q: 3 clusters Score -267660.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -267665.875000 Penalty: 2551.916260
	Iteration 24Q: 3 clusters Score -267665.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -267670.750000 Penalty: 2551.916260
	Iteration 25Q: 3 clusters Score -267670.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -267677.312500 Penalty: 2551.916260
	Iteration 26Q: 3 clusters Score -267677.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -267681.093750 Penalty: 2551.916260
	Iteration 27Q: 3 clusters Score -267681.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -267688.906250 Penalty: 2551.916260
	Iteration 28Q: 3 clusters Score -267688.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -267695.812500 Penalty: 2551.916260
	Iteration 29Q: 3 clusters Score -267695.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -267703.781250 Penalty: 2551.916260
	Iteration 30Q: 3 clusters Score -267703.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -267710.156250 Penalty: 2551.916260
	Iteration 31Q: 3 clusters Score -267710.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -267718.593750 Penalty: 2551.916260
	Iteration 32Q: 3 clusters Score -267718.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -267724.968750 Penalty: 2551.916260
	Iteration 33Q: 3 clusters Score -267725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -267730.343750 Penalty: 2551.916260
	Iteration 34Q: 3 clusters Score -267730.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -267738.343750 Penalty: 2551.916260
	Iteration 35Q: 3 clusters Score -267738.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -267749.406250 Penalty: 2551.916260
	Iteration 36Q: 3 clusters Score -267749.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -267763.187500 Penalty: 2551.916260
	Iteration 37Q: 3 clusters Score -267763.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -267775.062500 Penalty: 2551.916260
	Iteration 38Q: 3 clusters Score -267775.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -267786.218750 Penalty: 2551.916260
	Iteration 39Q: 3 clusters Score -267786.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -267799.718750 Penalty: 2551.916260
	Iteration 40F: 3 clusters Score -267799.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -267820.468750 Penalty: 2551.916260
	Iteration 41Q: 3 clusters Score -267820.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -267838.031250 Penalty: 2551.916260
	Iteration 42Q: 3 clusters Score -267838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -267856.187500 Penalty: 2551.916260
	Iteration 43Q: 3 clusters Score -267856.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -267878.781250 Penalty: 2551.916260
	Iteration 44Q: 3 clusters Score -267878.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -267892.812500 Penalty: 2551.916260
	Iteration 45Q: 3 clusters Score -267892.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -267907.312500 Penalty: 2551.916260
	Iteration 46Q: 3 clusters Score -267907.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -267926.593750 Penalty: 2551.916260
	Iteration 47Q: 3 clusters Score -267926.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -267939.656250 Penalty: 2551.916260
	Iteration 48Q: 3 clusters Score -267939.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -267962.843750 Penalty: 2551.916260
	Iteration 49Q: 3 clusters Score -267962.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -267989.156250 Penalty: 2551.916260
	Iteration 50Q: 3 clusters Score -267989.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -268025.625000 Penalty: 2551.916260
	Iteration 51Q: 3 clusters Score -268025.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -268058.968750 Penalty: 2551.916260
	Iteration 52Q: 3 clusters Score -268059 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -268085.187500 Penalty: 2551.916260
	Iteration 53Q: 3 clusters Score -268085.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -268106.937500 Penalty: 2551.916260
	Iteration 54Q: 3 clusters Score -268106.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -268117.500000 Penalty: 2551.916260
	Iteration 55Q: 3 clusters Score -268117.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -268130.343750 Penalty: 2551.916260
	Iteration 56Q: 3 clusters Score -268130.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -268143.718750 Penalty: 2551.916260
	Iteration 57Q: 3 clusters Score -268143.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -268154.312500 Penalty: 2551.916260
	Iteration 58Q: 3 clusters Score -268154.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -268168.406250 Penalty: 2551.916260
	Iteration 59Q: 3 clusters Score -268168.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -268174.312500 Penalty: 2551.916260
	Iteration 60F: 3 clusters Score -268174.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -268179.812500 Penalty: 2551.916260
	Iteration 61Q: 3 clusters Score -268179.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -268182.812500 Penalty: 2551.916260
	Iteration 62Q: 3 clusters Score -268182.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -268184.906250 Penalty: 2551.916260
	Iteration 63Q: 3 clusters Score -268184.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -268186.125000 Penalty: 2551.916260
	Iteration 64Q: 3 clusters Score -268186.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -268190.187500 Penalty: 2551.916260
	Iteration 65Q: 3 clusters Score -268190.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -268191.531250 Penalty: 2551.916260
	Iteration 66Q: 3 clusters Score -268191.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -268192.500000 Penalty: 2551.916260
	Iteration 67Q: 3 clusters Score -268192.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -268193.031250 Penalty: 2551.916260
	Iteration 68Q: 3 clusters Score -268193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -268193.031250 Penalty: 2551.916260
	Iteration 69F: 3 clusters Score -268193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Entering Unmasked Estep 
Score: -1318880.875000 Penalty: 1532.850098
	Iteration 0F: 2 clusters Score -1318881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1310169.750000 Penalty: 3065.700195
	Iteration 0F: 3 clusters Score -1310170 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1313210.500000 Penalty: 3065.700195
	Iteration 1F: 3 clusters Score -1313210 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1313601.000000 Penalty: 3065.700195
	Iteration 2F: 3 clusters Score -1313601 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1313967.625000 Penalty: 3065.700195
	Iteration 3F: 3 clusters Score -1313968 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1314317.250000 Penalty: 3065.700195
	Iteration 4F: 3 clusters Score -1314317 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1314660.750000 Penalty: 3065.700195
	Iteration 5F: 3 clusters Score -1314661 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1314990.375000 Penalty: 3065.700195
	Iteration 6Q: 3 clusters Score -1314990 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1315338.250000 Penalty: 3065.700195
	Iteration 7Q: 3 clusters Score -1315338 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1315659.875000 Penalty: 3065.700195
	Iteration 8Q: 3 clusters Score -1315660 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1315985.750000 Penalty: 3065.700195
	Iteration 9Q: 3 clusters Score -1315986 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1316286.750000 Penalty: 3065.700195
	Iteration 10Q: 3 clusters Score -1316287 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1316537.875000 Penalty: 3065.700195
	Iteration 11Q: 3 clusters Score -1316538 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1316764.500000 Penalty: 3065.700195
	Iteration 12Q: 3 clusters Score -1316764 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1316949.125000 Penalty: 3065.700195
	Iteration 13Q: 3 clusters Score -1316949 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1317115.375000 Penalty: 3065.700195
	Iteration 14Q: 3 clusters Score -1317115 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1317252.750000 Penalty: 3065.700195
	Iteration 15Q: 3 clusters Score -1317253 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1317338.125000 Penalty: 3065.700195
	Iteration 16Q: 3 clusters Score -1317338 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1317397.750000 Penalty: 3065.700195
	Iteration 17Q: 3 clusters Score -1317398 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1317441.250000 Penalty: 3065.700195
	Iteration 18Q: 3 clusters Score -1317441 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1317476.875000 Penalty: 3065.700195
	Iteration 19Q: 3 clusters Score -1317477 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1317502.125000 Penalty: 3065.700195
	Iteration 20F: 3 clusters Score -1317502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1317523.500000 Penalty: 3065.700195
	Iteration 21Q: 3 clusters Score -1317524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1317528.750000 Penalty: 3065.700195
	Iteration 22Q: 3 clusters Score -1317529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1317536.125000 Penalty: 3065.700195
	Iteration 23Q: 3 clusters Score -1317536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1317542.375000 Penalty: 3065.700195
	Iteration 24Q: 3 clusters Score -1317542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1317548.125000 Penalty: 3065.700195
	Iteration 25Q: 3 clusters Score -1317548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1317555.875000 Penalty: 3065.700195
	Iteration 26Q: 3 clusters Score -1317556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1317562.375000 Penalty: 3065.700195
	Iteration 27Q: 3 clusters Score -1317562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1317562.000000 Penalty: 3065.700195
	Iteration 28Q: 3 clusters Score -1317562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1317564.875000 Penalty: 3065.700195
	Iteration 29Q: 3 clusters Score -1317565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1317564.625000 Penalty: 3065.700195
	Iteration 30Q: 3 clusters Score -1317565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1317569.375000 Penalty: 3065.700195
	Iteration 31Q: 3 clusters Score -1317569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1317566.625000 Penalty: 3065.700195
	Iteration 32Q: 3 clusters Score -1317567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1317569.125000 Penalty: 3065.700195
	Iteration 33Q: 3 clusters Score -1317569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1317569.750000 Penalty: 3065.700195
	Iteration 34Q: 3 clusters Score -1317570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1317569.750000 Penalty: 3065.700195
	Iteration 35F: 3 clusters Score -1317570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Entering Unmasked Estep 
Score: -1499205.125000 Penalty: 1565.137085
	Iteration 0F: 2 clusters Score -1499205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1488644.250000 Penalty: 3130.274170
	Iteration 0F: 3 clusters Score -1488644 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1492421.875000 Penalty: 3130.274170
	Iteration 1F: 3 clusters Score -1492422 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1492819.875000 Penalty: 3130.274170
	Iteration 2F: 3 clusters Score -1492820 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1493155.000000 Penalty: 3130.274170
	Iteration 3F: 3 clusters Score -1493155 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1493418.125000 Penalty: 3130.274170
	Iteration 4Q: 3 clusters Score -1493418 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1493672.375000 Penalty: 3130.274170
	Iteration 5Q: 3 clusters Score -1493672 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1493904.875000 Penalty: 3130.274170
	Iteration 6Q: 3 clusters Score -1493905 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1494128.750000 Penalty: 3130.274170
	Iteration 7Q: 3 clusters Score -1494129 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1494359.500000 Penalty: 3130.274170
	Iteration 8Q: 3 clusters Score -1494360 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1494592.750000 Penalty: 3130.274170
	Iteration 9Q: 3 clusters Score -1494593 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1494868.375000 Penalty: 3130.274170
	Iteration 10Q: 3 clusters Score -1494868 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1495188.500000 Penalty: 3130.274170
	Iteration 11Q: 3 clusters Score -1495188 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1495493.500000 Penalty: 3130.274170
	Iteration 12Q: 3 clusters Score -1495494 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1495785.625000 Penalty: 3130.274170
	Iteration 13Q: 3 clusters Score -1495786 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1496010.000000 Penalty: 3130.274170
	Iteration 14Q: 3 clusters Score -1496010 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1496187.500000 Penalty: 3130.274170
	Iteration 15Q: 3 clusters Score -1496188 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1496311.500000 Penalty: 3130.274170
	Iteration 16Q: 3 clusters Score -1496312 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1496390.875000 Penalty: 3130.274170
	Iteration 17Q: 3 clusters Score -1496391 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1496478.750000 Penalty: 3130.274170
	Iteration 18Q: 3 clusters Score -1496479 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1496540.750000 Penalty: 3130.274170
	Iteration 19Q: 3 clusters Score -1496541 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1496597.125000 Penalty: 3130.274170
	Iteration 20F: 3 clusters Score -1496597 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1496640.375000 Penalty: 3130.274170
	Iteration 21Q: 3 clusters Score -1496640 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1496667.250000 Penalty: 3130.274170
	Iteration 22Q: 3 clusters Score -1496667 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1496689.875000 Penalty: 3130.274170
	Iteration 23Q: 3 clusters Score -1496690 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1496702.375000 Penalty: 3130.274170
	Iteration 24Q: 3 clusters Score -1496702 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1496712.375000 Penalty: 3130.274170
	Iteration 25Q: 3 clusters Score -1496712 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1496719.250000 Penalty: 3130.274170
	Iteration 26Q: 3 clusters Score -1496719 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1496722.125000 Penalty: 3130.274170
	Iteration 27Q: 3 clusters Score -1496722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1496723.625000 Penalty: 3130.274170
	Iteration 28Q: 3 clusters Score -1496724 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1496728.500000 Penalty: 3130.274170
	Iteration 29Q: 3 clusters Score -1496728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1496734.625000 Penalty: 3130.274170
	Iteration 30Q: 3 clusters Score -1496735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1496732.375000 Penalty: 3130.274170
	Iteration 31Q: 3 clusters Score -1496732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1496735.875000 Penalty: 3130.274170
	Iteration 32Q: 3 clusters Score -1496736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1496736.500000 Penalty: 3130.274170
	Iteration 33Q: 3 clusters Score -1496736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1496738.375000 Penalty: 3130.274170
	Iteration 34Q: 3 clusters Score -1496738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1496736.125000 Penalty: 3130.274170
	Iteration 35Q: 3 clusters Score -1496736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1496735.250000 Penalty: 3130.274170
	Iteration 36Q: 3 clusters Score -1496735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1496739.250000 Penalty: 3130.274170
	Iteration 37Q: 3 clusters Score -1496739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1496744.375000 Penalty: 3130.274170
	Iteration 38Q: 3 clusters Score -1496744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1496745.125000 Penalty: 3130.274170
	Iteration 39Q: 3 clusters Score -1496745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1496744.250000 Penalty: 3130.274170
	Iteration 40F: 3 clusters Score -1496744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1496748.125000 Penalty: 3130.274170
	Iteration 41Q: 3 clusters Score -1496748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1496747.125000 Penalty: 3130.274170
	Iteration 42Q: 3 clusters Score -1496747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1496748.625000 Penalty: 3130.274170
	Iteration 43Q: 3 clusters Score -1496749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1496747.625000 Penalty: 3130.274170
	Iteration 44Q: 3 clusters Score -1496748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1496752.750000 Penalty: 3130.274170
	Iteration 45Q: 3 clusters Score -1496753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1496750.875000 Penalty: 3130.274170
	Iteration 46Q: 3 clusters Score -1496751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1496751.625000 Penalty: 3130.274170
	Iteration 47Q: 3 clusters Score -1496752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1496753.750000 Penalty: 3130.274170
	Iteration 48Q: 3 clusters Score -1496754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1496754.000000 Penalty: 3130.274170
	Iteration 49Q: 3 clusters Score -1496754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1496752.125000 Penalty: 3130.274170
	Iteration 50Q: 3 clusters Score -1496752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1496758.500000 Penalty: 3130.274170
	Iteration 51Q: 3 clusters Score -1496758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1496758.625000 Penalty: 3130.274170
	Iteration 52Q: 3 clusters Score -1496759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1496759.000000 Penalty: 3130.274170
	Iteration 53Q: 3 clusters Score -1496759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1496758.500000 Penalty: 3130.274170
	Iteration 54Q: 3 clusters Score -1496758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1496760.375000 Penalty: 3130.274170
	Iteration 55Q: 3 clusters Score -1496760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1496760.625000 Penalty: 3130.274170
	Iteration 56Q: 3 clusters Score -1496761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1496760.625000 Penalty: 3130.274170
	Iteration 57F: 3 clusters Score -1496761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Entering Unmasked Estep 
Score: -147951.187500 Penalty: 1205.746704
	Iteration 0F: 2 clusters Score -147951.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -146138.906250 Penalty: 2411.493408
	Iteration 0F: 3 clusters Score -146138.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -146721.390625 Penalty: 2411.493408
	Iteration 1F: 3 clusters Score -146721.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -146874.593750 Penalty: 2411.493408
	Iteration 2F: 3 clusters Score -146874.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -146955.453125 Penalty: 2411.493408
	Iteration 3F: 3 clusters Score -146955.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -146996.562500 Penalty: 2411.493408
	Iteration 4Q: 3 clusters Score -146996.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -147028.953125 Penalty: 2411.493408
	Iteration 5Q: 3 clusters Score -147029 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -147062.421875 Penalty: 2411.493408
	Iteration 6Q: 3 clusters Score -147062.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -147087.265625 Penalty: 2411.493408
	Iteration 7Q: 3 clusters Score -147087.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -147108.093750 Penalty: 2411.493408
	Iteration 8Q: 3 clusters Score -147108.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -147123.406250 Penalty: 2411.493408
	Iteration 9Q: 3 clusters Score -147123.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -147132.140625 Penalty: 2411.493408
	Iteration 10Q: 3 clusters Score -147132.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -147137.328125 Penalty: 2411.493408
	Iteration 11Q: 3 clusters Score -147137.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -147142.968750 Penalty: 2411.493408
	Iteration 12Q: 3 clusters Score -147143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -147147.781250 Penalty: 2411.493408
	Iteration 13Q: 3 clusters Score -147147.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -147157.078125 Penalty: 2411.493408
	Iteration 14Q: 3 clusters Score -147157.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -147165.171875 Penalty: 2411.493408
	Iteration 15Q: 3 clusters Score -147165.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -147176.796875 Penalty: 2411.493408
	Iteration 16Q: 3 clusters Score -147176.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -147184.093750 Penalty: 2411.493408
	Iteration 17Q: 3 clusters Score -147184.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -147193.281250 Penalty: 2411.493408
	Iteration 18Q: 3 clusters Score -147193.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -147203.390625 Penalty: 2411.493408
	Iteration 19Q: 3 clusters Score -147203.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -147209.890625 Penalty: 2411.493408
	Iteration 20F: 3 clusters Score -147209.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -147214.406250 Penalty: 2411.493408
	Iteration 21Q: 3 clusters Score -147214.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -147216.843750 Penalty: 2411.493408
	Iteration 22Q: 3 clusters Score -147216.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -147217.437500 Penalty: 2411.493408
	Iteration 23Q: 3 clusters Score -147217.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -147218.218750 Penalty: 2411.493408
	Iteration 24Q: 3 clusters Score -147218.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -147219.187500 Penalty: 2411.493408
	Iteration 25Q: 3 clusters Score -147219.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -147220.437500 Penalty: 2411.493408
	Iteration 26Q: 3 clusters Score -147220.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -147225.156250 Penalty: 2411.493408
	Iteration 27Q: 3 clusters Score -147225.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -147233.875000 Penalty: 2411.493408
	Iteration 28Q: 3 clusters Score -147233.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -147239.968750 Penalty: 2411.493408
	Iteration 29Q: 3 clusters Score -147240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -147245.359375 Penalty: 2411.493408
	Iteration 30Q: 3 clusters Score -147245.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -147250.500000 Penalty: 2411.493408
	Iteration 31Q: 3 clusters Score -147250.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -147253.984375 Penalty: 2411.493408
	Iteration 32Q: 3 clusters Score -147254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -147258.765625 Penalty: 2411.493408
	Iteration 33Q: 3 clusters Score -147258.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -147260.390625 Penalty: 2411.493408
	Iteration 34Q: 3 clusters Score -147260.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -147262.015625 Penalty: 2411.493408
	Iteration 35Q: 3 clusters Score -147262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -147262.578125 Penalty: 2411.493408
	Iteration 36Q: 3 clusters Score -147262.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -147264.515625 Penalty: 2411.493408
	Iteration 37Q: 3 clusters Score -147264.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -147266.031250 Penalty: 2411.493408
	Iteration 38Q: 3 clusters Score -147266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -147266.781250 Penalty: 2411.493408
	Iteration 39Q: 3 clusters Score -147266.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -147266.859375 Penalty: 2411.493408
	Iteration 40F: 3 clusters Score -147266.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Entering Unmasked Estep 
Score: -1591988.375000 Penalty: 1563.970581
	Iteration 0F: 2 clusters Score -1591988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1581427.500000 Penalty: 3127.941162
	Iteration 0F: 3 clusters Score -1581428 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1585153.625000 Penalty: 3127.941162
	Iteration 1F: 3 clusters Score -1585154 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1585590.000000 Penalty: 3127.941162
	Iteration 2F: 3 clusters Score -1585590 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1586038.375000 Penalty: 3127.941162
	Iteration 3F: 3 clusters Score -1586038 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1586506.625000 Penalty: 3127.941162
	Iteration 4F: 3 clusters Score -1586507 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1587041.500000 Penalty: 3127.941162
	Iteration 5F: 3 clusters Score -1587042 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1587615.625000 Penalty: 3127.941162
	Iteration 6F: 3 clusters Score -1587616 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1588147.375000 Penalty: 3127.941162
	Iteration 7F: 3 clusters Score -1588147 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1588620.375000 Penalty: 3127.941162
	Iteration 8Q: 3 clusters Score -1588620 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1589073.125000 Penalty: 3127.941162
	Iteration 9Q: 3 clusters Score -1589073 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1589410.500000 Penalty: 3127.941162
	Iteration 10Q: 3 clusters Score -1589410 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1589743.375000 Penalty: 3127.941162
	Iteration 11Q: 3 clusters Score -1589743 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1589981.625000 Penalty: 3127.941162
	Iteration 12Q: 3 clusters Score -1589982 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1590138.750000 Penalty: 3127.941162
	Iteration 13Q: 3 clusters Score -1590139 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1590271.000000 Penalty: 3127.941162
	Iteration 14Q: 3 clusters Score -1590271 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1590375.750000 Penalty: 3127.941162
	Iteration 15Q: 3 clusters Score -1590376 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1590440.000000 Penalty: 3127.941162
	Iteration 16Q: 3 clusters Score -1590440 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1590505.625000 Penalty: 3127.941162
	Iteration 17Q: 3 clusters Score -1590506 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1590539.500000 Penalty: 3127.941162
	Iteration 18Q: 3 clusters Score -1590540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1590567.500000 Penalty: 3127.941162
	Iteration 19Q: 3 clusters Score -1590568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1590583.500000 Penalty: 3127.941162
	Iteration 20F: 3 clusters Score -1590584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1590588.875000 Penalty: 3127.941162
	Iteration 21Q: 3 clusters Score -1590589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1590599.125000 Penalty: 3127.941162
	Iteration 22Q: 3 clusters Score -1590599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1590598.125000 Penalty: 3127.941162
	Iteration 23Q: 3 clusters Score -1590598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1590600.000000 Penalty: 3127.941162
	Iteration 24Q: 3 clusters Score -1590600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1590601.500000 Penalty: 3127.941162
	Iteration 25Q: 3 clusters Score -1590602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1590602.125000 Penalty: 3127.941162
	Iteration 26Q: 3 clusters Score -1590602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1590608.250000 Penalty: 3127.941162
	Iteration 27Q: 3 clusters Score -1590608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1590610.250000 Penalty: 3127.941162
	Iteration 28Q: 3 clusters Score -1590610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1590621.375000 Penalty: 3127.941162
	Iteration 29Q: 3 clusters Score -1590621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1590627.750000 Penalty: 3127.941162
	Iteration 30Q: 3 clusters Score -1590628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1590633.375000 Penalty: 3127.941162
	Iteration 31Q: 3 clusters Score -1590633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1590637.375000 Penalty: 3127.941162
	Iteration 32Q: 3 clusters Score -1590637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1590639.375000 Penalty: 3127.941162
	Iteration 33Q: 3 clusters Score -1590639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1590639.625000 Penalty: 3127.941162
	Iteration 34Q: 3 clusters Score -1590640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1590640.625000 Penalty: 3127.941162
	Iteration 35Q: 3 clusters Score -1590641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1590639.875000 Penalty: 3127.941162
	Iteration 36Q: 3 clusters Score -1590640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1590642.625000 Penalty: 3127.941162
	Iteration 37Q: 3 clusters Score -1590643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1590646.875000 Penalty: 3127.941162
	Iteration 38Q: 3 clusters Score -1590647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1590645.000000 Penalty: 3127.941162
	Iteration 39Q: 3 clusters Score -1590645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1590647.000000 Penalty: 3127.941162
	Iteration 40F: 3 clusters Score -1590647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Entering Unmasked Estep 
Score: -2941332.500000 Penalty: 1662.313354
	Iteration 0F: 2 clusters Score -2941332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2922820.250000 Penalty: 3324.626709
	Iteration 0F: 3 clusters Score -2922820 nChanged 12615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2929659.500000 Penalty: 3324.626709
	Iteration 1F: 3 clusters Score -2929660 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2930230.500000 Penalty: 3324.626709
	Iteration 2Q: 3 clusters Score -2930230 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2930971.000000 Penalty: 3324.626709
	Iteration 3F: 3 clusters Score -2930971 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2931803.750000 Penalty: 3324.626709
	Iteration 4F: 3 clusters Score -2931804 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2932740.500000 Penalty: 3324.626709
	Iteration 5F: 3 clusters Score -2932740 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2933735.750000 Penalty: 3324.626709
	Iteration 6F: 3 clusters Score -2933736 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2934739.750000 Penalty: 3324.626709
	Iteration 7F: 3 clusters Score -2934740 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2935593.000000 Penalty: 3324.626709
	Iteration 8F: 3 clusters Score -2935593 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2936311.000000 Penalty: 3324.626709
	Iteration 9Q: 3 clusters Score -2936311 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2936931.500000 Penalty: 3324.626709
	Iteration 10Q: 3 clusters Score -2936932 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2937466.750000 Penalty: 3324.626709
	Iteration 11Q: 3 clusters Score -2937467 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2937981.750000 Penalty: 3324.626709
	Iteration 12Q: 3 clusters Score -2937982 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2938323.250000 Penalty: 3324.626709
	Iteration 13Q: 3 clusters Score -2938323 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2938534.750000 Penalty: 3324.626709
	Iteration 14Q: 3 clusters Score -2938535 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2938630.250000 Penalty: 3324.626709
	Iteration 15Q: 3 clusters Score -2938630 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2938699.000000 Penalty: 3324.626709
	Iteration 16Q: 3 clusters Score -2938699 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2938726.000000 Penalty: 3324.626709
	Iteration 17Q: 3 clusters Score -2938726 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2938760.250000 Penalty: 3324.626709
	Iteration 18Q: 3 clusters Score -2938760 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2938793.250000 Penalty: 3324.626709
	Iteration 19Q: 3 clusters Score -2938793 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2938809.000000 Penalty: 3324.626709
	Iteration 20F: 3 clusters Score -2938809 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2938823.500000 Penalty: 3324.626709
	Iteration 21Q: 3 clusters Score -2938824 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2938832.500000 Penalty: 3324.626709
	Iteration 22Q: 3 clusters Score -2938832 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2938852.250000 Penalty: 3324.626709
	Iteration 23Q: 3 clusters Score -2938852 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2938866.750000 Penalty: 3324.626709
	Iteration 24Q: 3 clusters Score -2938867 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2938879.500000 Penalty: 3324.626709
	Iteration 25Q: 3 clusters Score -2938880 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2938897.500000 Penalty: 3324.626709
	Iteration 26Q: 3 clusters Score -2938898 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2938894.250000 Penalty: 3324.626709
	Iteration 27Q: 3 clusters Score -2938894 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2938902.500000 Penalty: 3324.626709
	Iteration 28Q: 3 clusters Score -2938902 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2938906.250000 Penalty: 3324.626709
	Iteration 29Q: 3 clusters Score -2938906 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2938910.000000 Penalty: 3324.626709
	Iteration 30Q: 3 clusters Score -2938910 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2938917.750000 Penalty: 3324.626709
	Iteration 31Q: 3 clusters Score -2938918 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2938921.500000 Penalty: 3324.626709
	Iteration 32Q: 3 clusters Score -2938922 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2938931.000000 Penalty: 3324.626709
	Iteration 33Q: 3 clusters Score -2938931 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2938931.750000 Penalty: 3324.626709
	Iteration 34Q: 3 clusters Score -2938932 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2938947.750000 Penalty: 3324.626709
	Iteration 35Q: 3 clusters Score -2938948 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2938958.000000 Penalty: 3324.626709
	Iteration 36Q: 3 clusters Score -2938958 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2938957.750000 Penalty: 3324.626709
	Iteration 37Q: 3 clusters Score -2938958 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2938965.000000 Penalty: 3324.626709
	Iteration 38Q: 3 clusters Score -2938965 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2938972.500000 Penalty: 3324.626709
	Iteration 39Q: 3 clusters Score -2938972 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2938977.250000 Penalty: 3324.626709
	Iteration 40F: 3 clusters Score -2938977 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2938981.000000 Penalty: 3324.626709
	Iteration 41Q: 3 clusters Score -2938981 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2938990.000000 Penalty: 3324.626709
	Iteration 42Q: 3 clusters Score -2938990 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2938992.000000 Penalty: 3324.626709
	Iteration 43Q: 3 clusters Score -2938992 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2938996.000000 Penalty: 3324.626709
	Iteration 44Q: 3 clusters Score -2938996 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2939002.750000 Penalty: 3324.626709
	Iteration 45Q: 3 clusters Score -2939003 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2939011.750000 Penalty: 3324.626709
	Iteration 46Q: 3 clusters Score -2939012 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2939016.250000 Penalty: 3324.626709
	Iteration 47Q: 3 clusters Score -2939016 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2939017.250000 Penalty: 3324.626709
	Iteration 48Q: 3 clusters Score -2939017 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2939014.750000 Penalty: 3324.626709
	Iteration 49Q: 3 clusters Score -2939015 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2939017.500000 Penalty: 3324.626709
	Iteration 50Q: 3 clusters Score -2939018 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2939025.750000 Penalty: 3324.626709
	Iteration 51Q: 3 clusters Score -2939026 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2939034.250000 Penalty: 3324.626709
	Iteration 52Q: 3 clusters Score -2939034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2939034.250000 Penalty: 3324.626709
	Iteration 53Q: 3 clusters Score -2939034 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2939049.500000 Penalty: 3324.626709
	Iteration 54Q: 3 clusters Score -2939050 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2939056.250000 Penalty: 3324.626709
	Iteration 55Q: 3 clusters Score -2939056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2939052.250000 Penalty: 3324.626709
	Iteration 56Q: 3 clusters Score -2939052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2939050.750000 Penalty: 3324.626709
	Iteration 57Q: 3 clusters Score -2939051 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2939058.000000 Penalty: 3324.626709
	Iteration 58Q: 3 clusters Score -2939058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2939060.500000 Penalty: 3324.626709
	Iteration 59Q: 3 clusters Score -2939060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2939060.750000 Penalty: 3324.626709
	Iteration 60F: 3 clusters Score -2939061 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2939063.250000 Penalty: 3324.626709
	Iteration 61Q: 3 clusters Score -2939063 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2939068.500000 Penalty: 3324.626709
	Iteration 62Q: 3 clusters Score -2939068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2939072.250000 Penalty: 3324.626709
	Iteration 63Q: 3 clusters Score -2939072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2939074.000000 Penalty: 3324.626709
	Iteration 64Q: 3 clusters Score -2939074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2939073.250000 Penalty: 3324.626709
	Iteration 65Q: 3 clusters Score -2939073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2939068.750000 Penalty: 3324.626709
	Iteration 66Q: 3 clusters Score -2939069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2939075.500000 Penalty: 3324.626709
	Iteration 67Q: 3 clusters Score -2939076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -2939076.750000 Penalty: 3324.626709
	Iteration 68Q: 3 clusters Score -2939077 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -2939071.250000 Penalty: 3324.626709
	Iteration 69Q: 3 clusters Score -2939071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2939072.750000 Penalty: 3324.626709
	Iteration 70Q: 3 clusters Score -2939073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -2939075.500000 Penalty: 3324.626709
	Iteration 71Q: 3 clusters Score -2939076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -2939081.000000 Penalty: 3324.626709
	Iteration 72Q: 3 clusters Score -2939081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2939085.750000 Penalty: 3324.626709
	Iteration 73Q: 3 clusters Score -2939086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -2939083.500000 Penalty: 3324.626709
	Iteration 74Q: 3 clusters Score -2939084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -2939087.250000 Penalty: 3324.626709
	Iteration 75Q: 3 clusters Score -2939087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -2939089.500000 Penalty: 3324.626709
	Iteration 76Q: 3 clusters Score -2939090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -2939085.750000 Penalty: 3324.626709
	Iteration 77Q: 3 clusters Score -2939086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -2939091.250000 Penalty: 3324.626709
	Iteration 78Q: 3 clusters Score -2939091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -2939085.000000 Penalty: 3324.626709
	Iteration 79Q: 3 clusters Score -2939085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2939084.000000 Penalty: 3324.626709
	Iteration 80F: 3 clusters Score -2939084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2939084.000000 Penalty: 3324.626709
	Iteration 81Q: 3 clusters Score -2939084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -2939086.000000 Penalty: 3324.626709
	Iteration 82Q: 3 clusters Score -2939086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2939096.250000 Penalty: 3324.626709
	Iteration 83Q: 3 clusters Score -2939096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2939098.250000 Penalty: 3324.626709
	Iteration 84Q: 3 clusters Score -2939098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -2939100.000000 Penalty: 3324.626709
	Iteration 85Q: 3 clusters Score -2939100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2939097.750000 Penalty: 3324.626709
	Iteration 86Q: 3 clusters Score -2939098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -2939096.000000 Penalty: 3324.626709
	Iteration 87Q: 3 clusters Score -2939096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -2939093.500000 Penalty: 3324.626709
	Iteration 88Q: 3 clusters Score -2939094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -2939098.250000 Penalty: 3324.626709
	Iteration 89Q: 3 clusters Score -2939098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -2939098.750000 Penalty: 3324.626709
	Iteration 90Q: 3 clusters Score -2939099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2939110.000000 Penalty: 3324.626709
	Iteration 91Q: 3 clusters Score -2939110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2939112.000000 Penalty: 3324.626709
	Iteration 92Q: 3 clusters Score -2939112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -2939110.750000 Penalty: 3324.626709
	Iteration 93Q: 3 clusters Score -2939111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -2939109.000000 Penalty: 3324.626709
	Iteration 94Q: 3 clusters Score -2939109 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2939109.750000 Penalty: 3324.626709
	Iteration 95Q: 3 clusters Score -2939110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2939116.750000 Penalty: 3324.626709
	Iteration 96Q: 3 clusters Score -2939117 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2939117.000000 Penalty: 3324.626709
	Iteration 97Q: 3 clusters Score -2939117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -2939120.500000 Penalty: 3324.626709
	Iteration 98Q: 3 clusters Score -2939120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -2939119.250000 Penalty: 3324.626709
	Iteration 99Q: 3 clusters Score -2939119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2939119.250000 Penalty: 3324.626709
	Iteration 100F: 3 clusters Score -2939119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -2939126.250000 Penalty: 3324.626709
	Iteration 101Q: 3 clusters Score -2939126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2939127.750000 Penalty: 3324.626709
	Iteration 102Q: 3 clusters Score -2939128 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2939126.000000 Penalty: 3324.626709
	Iteration 103Q: 3 clusters Score -2939126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -2939124.750000 Penalty: 3324.626709
	Iteration 104Q: 3 clusters Score -2939125 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -2939130.750000 Penalty: 3324.626709
	Iteration 105Q: 3 clusters Score -2939131 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2939138.750000 Penalty: 3324.626709
	Iteration 106Q: 3 clusters Score -2939139 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2939141.000000 Penalty: 3324.626709
	Iteration 107Q: 3 clusters Score -2939141 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -2939149.000000 Penalty: 3324.626709
	Iteration 108Q: 3 clusters Score -2939149 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2939155.750000 Penalty: 3324.626709
	Iteration 109Q: 3 clusters Score -2939156 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -2939157.000000 Penalty: 3324.626709
	Iteration 110Q: 3 clusters Score -2939157 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -2939158.500000 Penalty: 3324.626709
	Iteration 111Q: 3 clusters Score -2939158 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -2939166.250000 Penalty: 3324.626709
	Iteration 112Q: 3 clusters Score -2939166 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -2939177.750000 Penalty: 3324.626709
	Iteration 113Q: 3 clusters Score -2939178 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2939177.250000 Penalty: 3324.626709
	Iteration 114Q: 3 clusters Score -2939177 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -2939177.750000 Penalty: 3324.626709
	Iteration 115Q: 3 clusters Score -2939178 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -2939172.500000 Penalty: 3324.626709
	Iteration 116Q: 3 clusters Score -2939172 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -2939181.000000 Penalty: 3324.626709
	Iteration 117Q: 3 clusters Score -2939181 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2939183.250000 Penalty: 3324.626709
	Iteration 118Q: 3 clusters Score -2939183 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -2939182.750000 Penalty: 3324.626709
	Iteration 119Q: 3 clusters Score -2939183 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -2939181.000000 Penalty: 3324.626709
	Iteration 120F: 3 clusters Score -2939181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -2939189.000000 Penalty: 3324.626709
	Iteration 121Q: 3 clusters Score -2939189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -2939192.750000 Penalty: 3324.626709
	Iteration 122Q: 3 clusters Score -2939193 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -2939191.750000 Penalty: 3324.626709
	Iteration 123Q: 3 clusters Score -2939192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -2939193.500000 Penalty: 3324.626709
	Iteration 124Q: 3 clusters Score -2939194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -2939199.000000 Penalty: 3324.626709
	Iteration 125Q: 3 clusters Score -2939199 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -2939199.000000 Penalty: 3324.626709
	Iteration 126Q: 3 clusters Score -2939199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -2939203.500000 Penalty: 3324.626709
	Iteration 127Q: 3 clusters Score -2939204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -2939202.500000 Penalty: 3324.626709
	Iteration 128Q: 3 clusters Score -2939202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2939207.500000 Penalty: 3324.626709
	Iteration 129Q: 3 clusters Score -2939208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -2939217.750000 Penalty: 3324.626709
	Iteration 130Q: 3 clusters Score -2939218 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -2939224.000000 Penalty: 3324.626709
	Iteration 131Q: 3 clusters Score -2939224 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -2939225.500000 Penalty: 3324.626709
	Iteration 132Q: 3 clusters Score -2939226 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -2939230.250000 Penalty: 3324.626709
	Iteration 133Q: 3 clusters Score -2939230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -2939235.500000 Penalty: 3324.626709
	Iteration 134Q: 3 clusters Score -2939236 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -2939237.500000 Penalty: 3324.626709
	Iteration 135Q: 3 clusters Score -2939238 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2939238.500000 Penalty: 3324.626709
	Iteration 136Q: 3 clusters Score -2939238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -2939238.250000 Penalty: 3324.626709
	Iteration 137Q: 3 clusters Score -2939238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -2939246.500000 Penalty: 3324.626709
	Iteration 138Q: 3 clusters Score -2939246 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2939249.000000 Penalty: 3324.626709
	Iteration 139Q: 3 clusters Score -2939249 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -2939259.000000 Penalty: 3324.626709
	Iteration 140F: 3 clusters Score -2939259 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2939261.250000 Penalty: 3324.626709
	Iteration 141Q: 3 clusters Score -2939261 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -2939265.000000 Penalty: 3324.626709
	Iteration 142Q: 3 clusters Score -2939265 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -2939269.500000 Penalty: 3324.626709
	Iteration 143Q: 3 clusters Score -2939270 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -2939283.000000 Penalty: 3324.626709
	Iteration 144Q: 3 clusters Score -2939283 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -2939301.500000 Penalty: 3324.626709
	Iteration 145Q: 3 clusters Score -2939302 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -2939297.000000 Penalty: 3324.626709
	Iteration 146Q: 3 clusters Score -2939297 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -2939308.000000 Penalty: 3324.626709
	Iteration 147Q: 3 clusters Score -2939308 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -2939313.000000 Penalty: 3324.626709
	Iteration 148Q: 3 clusters Score -2939313 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -2939320.000000 Penalty: 3324.626709
	Iteration 149Q: 3 clusters Score -2939320 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -2939328.000000 Penalty: 3324.626709
	Iteration 150Q: 3 clusters Score -2939328 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -2939335.750000 Penalty: 3324.626709
	Iteration 151Q: 3 clusters Score -2939336 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -2939338.250000 Penalty: 3324.626709
	Iteration 152Q: 3 clusters Score -2939338 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -2939343.250000 Penalty: 3324.626709
	Iteration 153Q: 3 clusters Score -2939343 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -2939341.500000 Penalty: 3324.626709
	Iteration 154Q: 3 clusters Score -2939342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -2939345.500000 Penalty: 3324.626709
	Iteration 155Q: 3 clusters Score -2939346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -2939358.500000 Penalty: 3324.626709
	Iteration 156Q: 3 clusters Score -2939358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -2939357.250000 Penalty: 3324.626709
	Iteration 157Q: 3 clusters Score -2939357 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -2939359.000000 Penalty: 3324.626709
	Iteration 158Q: 3 clusters Score -2939359 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -2939365.000000 Penalty: 3324.626709
	Iteration 159Q: 3 clusters Score -2939365 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -2939380.000000 Penalty: 3324.626709
	Iteration 160F: 3 clusters Score -2939380 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -2939390.500000 Penalty: 3324.626709
	Iteration 161Q: 3 clusters Score -2939390 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -2939404.750000 Penalty: 3324.626709
	Iteration 162Q: 3 clusters Score -2939405 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -2939414.750000 Penalty: 3324.626709
	Iteration 163Q: 3 clusters Score -2939415 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -2939428.500000 Penalty: 3324.626709
	Iteration 164Q: 3 clusters Score -2939428 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -2939438.000000 Penalty: 3324.626709
	Iteration 165Q: 3 clusters Score -2939438 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -2939439.750000 Penalty: 3324.626709
	Iteration 166Q: 3 clusters Score -2939440 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -2939446.750000 Penalty: 3324.626709
	Iteration 167Q: 3 clusters Score -2939447 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -2939457.750000 Penalty: 3324.626709
	Iteration 168Q: 3 clusters Score -2939458 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -2939465.000000 Penalty: 3324.626709
	Iteration 169Q: 3 clusters Score -2939465 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -2939476.750000 Penalty: 3324.626709
	Iteration 170Q: 3 clusters Score -2939477 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -2939489.750000 Penalty: 3324.626709
	Iteration 171Q: 3 clusters Score -2939490 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -2939507.750000 Penalty: 3324.626709
	Iteration 172Q: 3 clusters Score -2939508 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -2939548.250000 Penalty: 3324.626709
	Iteration 173Q: 3 clusters Score -2939548 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -2939580.250000 Penalty: 3324.626709
	Iteration 174Q: 3 clusters Score -2939580 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -2939613.250000 Penalty: 3324.626709
	Iteration 175Q: 3 clusters Score -2939613 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -2939649.500000 Penalty: 3324.626709
	Iteration 176Q: 3 clusters Score -2939650 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -2939688.000000 Penalty: 3324.626709
	Iteration 177Q: 3 clusters Score -2939688 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -2939712.500000 Penalty: 3324.626709
	Iteration 178Q: 3 clusters Score -2939712 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -2939743.500000 Penalty: 3324.626709
	Iteration 179Q: 3 clusters Score -2939744 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -2939775.000000 Penalty: 3324.626709
	Iteration 180F: 3 clusters Score -2939775 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -2939813.250000 Penalty: 3324.626709
	Iteration 181Q: 3 clusters Score -2939813 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -2939857.250000 Penalty: 3324.626709
	Iteration 182Q: 3 clusters Score -2939857 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -2939885.000000 Penalty: 3324.626709
	Iteration 183Q: 3 clusters Score -2939885 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -2939922.500000 Penalty: 3324.626709
	Iteration 184Q: 3 clusters Score -2939922 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -2939943.750000 Penalty: 3324.626709
	Iteration 185Q: 3 clusters Score -2939944 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -2939975.000000 Penalty: 3324.626709
	Iteration 186Q: 3 clusters Score -2939975 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -2939997.000000 Penalty: 3324.626709
	Iteration 187Q: 3 clusters Score -2939997 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -2940013.250000 Penalty: 3324.626709
	Iteration 188Q: 3 clusters Score -2940013 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -2940037.250000 Penalty: 3324.626709
	Iteration 189Q: 3 clusters Score -2940037 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -2940062.250000 Penalty: 3324.626709
	Iteration 190Q: 3 clusters Score -2940062 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -2940081.500000 Penalty: 3324.626709
	Iteration 191Q: 3 clusters Score -2940082 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -2940098.000000 Penalty: 3324.626709
	Iteration 192Q: 3 clusters Score -2940098 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -2940112.250000 Penalty: 3324.626709
	Iteration 193Q: 3 clusters Score -2940112 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -2940126.750000 Penalty: 3324.626709
	Iteration 194Q: 3 clusters Score -2940127 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -2940146.750000 Penalty: 3324.626709
	Iteration 195Q: 3 clusters Score -2940147 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -2940156.500000 Penalty: 3324.626709
	Iteration 196Q: 3 clusters Score -2940156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -2940165.500000 Penalty: 3324.626709
	Iteration 197Q: 3 clusters Score -2940166 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -2940181.500000 Penalty: 3324.626709
	Iteration 198Q: 3 clusters Score -2940182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -2940189.250000 Penalty: 3324.626709
	Iteration 199Q: 3 clusters Score -2940189 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -2940200.750000 Penalty: 3324.626709
	Iteration 200F: 3 clusters Score -2940201 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -2940209.500000 Penalty: 3324.626709
	Iteration 201Q: 3 clusters Score -2940210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -2940221.500000 Penalty: 3324.626709
	Iteration 202Q: 3 clusters Score -2940222 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -2940229.500000 Penalty: 3324.626709
	Iteration 203Q: 3 clusters Score -2940230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -2940247.750000 Penalty: 3324.626709
	Iteration 204Q: 3 clusters Score -2940248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -2940258.000000 Penalty: 3324.626709
	Iteration 205Q: 3 clusters Score -2940258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -2940273.750000 Penalty: 3324.626709
	Iteration 206Q: 3 clusters Score -2940274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -2940291.750000 Penalty: 3324.626709
	Iteration 207Q: 3 clusters Score -2940292 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -2940296.750000 Penalty: 3324.626709
	Iteration 208Q: 3 clusters Score -2940297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -2940308.500000 Penalty: 3324.626709
	Iteration 209Q: 3 clusters Score -2940308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -2940315.750000 Penalty: 3324.626709
	Iteration 210Q: 3 clusters Score -2940316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -2940317.750000 Penalty: 3324.626709
	Iteration 211Q: 3 clusters Score -2940318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -2940324.500000 Penalty: 3324.626709
	Iteration 212Q: 3 clusters Score -2940324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -2940337.500000 Penalty: 3324.626709
	Iteration 213Q: 3 clusters Score -2940338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -2940352.500000 Penalty: 3324.626709
	Iteration 214Q: 3 clusters Score -2940352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -2940368.750000 Penalty: 3324.626709
	Iteration 215Q: 3 clusters Score -2940369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -2940377.750000 Penalty: 3324.626709
	Iteration 216Q: 3 clusters Score -2940378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -2940383.750000 Penalty: 3324.626709
	Iteration 217Q: 3 clusters Score -2940384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -2940386.500000 Penalty: 3324.626709
	Iteration 218Q: 3 clusters Score -2940386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -2940393.500000 Penalty: 3324.626709
	Iteration 219Q: 3 clusters Score -2940394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -2940395.750000 Penalty: 3324.626709
	Iteration 220F: 3 clusters Score -2940396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -2940394.250000 Penalty: 3324.626709
	Iteration 221Q: 3 clusters Score -2940394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -2940396.500000 Penalty: 3324.626709
	Iteration 222Q: 3 clusters Score -2940396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -2940399.250000 Penalty: 3324.626709
	Iteration 223Q: 3 clusters Score -2940399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -2940399.500000 Penalty: 3324.626709
	Iteration 224Q: 3 clusters Score -2940400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -2940403.000000 Penalty: 3324.626709
	Iteration 225Q: 3 clusters Score -2940403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -2940400.000000 Penalty: 3324.626709
	Iteration 226Q: 3 clusters Score -2940400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -2940400.000000 Penalty: 3324.626709
	Iteration 227Q: 3 clusters Score -2940400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -2940404.500000 Penalty: 3324.626709
	Iteration 228Q: 3 clusters Score -2940404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -2940404.500000 Penalty: 3324.626709
	Iteration 229F: 3 clusters Score -2940404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Entering Unmasked Estep 
Score: -1792066.625000 Penalty: 1581.361084
	Iteration 0F: 2 clusters Score -1792067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1780536.125000 Penalty: 3162.722168
	Iteration 0F: 3 clusters Score -1780536 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1784598.125000 Penalty: 3162.722168
	Iteration 1F: 3 clusters Score -1784598 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1784989.375000 Penalty: 3162.722168
	Iteration 2F: 3 clusters Score -1784989 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1785396.500000 Penalty: 3162.722168
	Iteration 3Q: 3 clusters Score -1785396 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1785847.000000 Penalty: 3162.722168
	Iteration 4Q: 3 clusters Score -1785847 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1786336.000000 Penalty: 3162.722168
	Iteration 5Q: 3 clusters Score -1786336 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1786833.250000 Penalty: 3162.722168
	Iteration 6F: 3 clusters Score -1786833 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1787443.125000 Penalty: 3162.722168
	Iteration 7F: 3 clusters Score -1787443 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1787973.625000 Penalty: 3162.722168
	Iteration 8F: 3 clusters Score -1787974 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1788328.375000 Penalty: 3162.722168
	Iteration 9Q: 3 clusters Score -1788328 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1788524.375000 Penalty: 3162.722168
	Iteration 10Q: 3 clusters Score -1788524 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1788610.250000 Penalty: 3162.722168
	Iteration 11Q: 3 clusters Score -1788610 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1788650.750000 Penalty: 3162.722168
	Iteration 12Q: 3 clusters Score -1788651 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1788668.500000 Penalty: 3162.722168
	Iteration 13Q: 3 clusters Score -1788668 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1788688.000000 Penalty: 3162.722168
	Iteration 14Q: 3 clusters Score -1788688 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1788700.000000 Penalty: 3162.722168
	Iteration 15Q: 3 clusters Score -1788700 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1788705.750000 Penalty: 3162.722168
	Iteration 16Q: 3 clusters Score -1788706 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1788714.625000 Penalty: 3162.722168
	Iteration 17Q: 3 clusters Score -1788715 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1788721.500000 Penalty: 3162.722168
	Iteration 18Q: 3 clusters Score -1788722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1788720.125000 Penalty: 3162.722168
	Iteration 19Q: 3 clusters Score -1788720 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1788730.375000 Penalty: 3162.722168
	Iteration 20F: 3 clusters Score -1788730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1788731.125000 Penalty: 3162.722168
	Iteration 21Q: 3 clusters Score -1788731 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1788732.500000 Penalty: 3162.722168
	Iteration 22Q: 3 clusters Score -1788732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1788738.375000 Penalty: 3162.722168
	Iteration 23Q: 3 clusters Score -1788738 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1788743.375000 Penalty: 3162.722168
	Iteration 24Q: 3 clusters Score -1788743 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1788746.750000 Penalty: 3162.722168
	Iteration 25Q: 3 clusters Score -1788747 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1788755.125000 Penalty: 3162.722168
	Iteration 26Q: 3 clusters Score -1788755 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1788760.000000 Penalty: 3162.722168
	Iteration 27Q: 3 clusters Score -1788760 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1788762.875000 Penalty: 3162.722168
	Iteration 28Q: 3 clusters Score -1788763 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1788767.125000 Penalty: 3162.722168
	Iteration 29Q: 3 clusters Score -1788767 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1788767.875000 Penalty: 3162.722168
	Iteration 30Q: 3 clusters Score -1788768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1788771.875000 Penalty: 3162.722168
	Iteration 31Q: 3 clusters Score -1788772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1788775.625000 Penalty: 3162.722168
	Iteration 32Q: 3 clusters Score -1788776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1788777.875000 Penalty: 3162.722168
	Iteration 33Q: 3 clusters Score -1788778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1788779.125000 Penalty: 3162.722168
	Iteration 34Q: 3 clusters Score -1788779 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1788782.250000 Penalty: 3162.722168
	Iteration 35Q: 3 clusters Score -1788782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1788789.250000 Penalty: 3162.722168
	Iteration 36Q: 3 clusters Score -1788789 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1788788.875000 Penalty: 3162.722168
	Iteration 37Q: 3 clusters Score -1788789 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1788788.125000 Penalty: 3162.722168
	Iteration 38Q: 3 clusters Score -1788788 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1788794.625000 Penalty: 3162.722168
	Iteration 39Q: 3 clusters Score -1788795 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1788797.250000 Penalty: 3162.722168
	Iteration 40F: 3 clusters Score -1788797 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1788799.375000 Penalty: 3162.722168
	Iteration 41Q: 3 clusters Score -1788799 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1788801.250000 Penalty: 3162.722168
	Iteration 42Q: 3 clusters Score -1788801 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1788807.125000 Penalty: 3162.722168
	Iteration 43Q: 3 clusters Score -1788807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1788809.500000 Penalty: 3162.722168
	Iteration 44Q: 3 clusters Score -1788810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1788812.000000 Penalty: 3162.722168
	Iteration 45Q: 3 clusters Score -1788812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1788810.875000 Penalty: 3162.722168
	Iteration 46Q: 3 clusters Score -1788811 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1788816.500000 Penalty: 3162.722168
	Iteration 47Q: 3 clusters Score -1788816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1788820.250000 Penalty: 3162.722168
	Iteration 48Q: 3 clusters Score -1788820 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1788823.000000 Penalty: 3162.722168
	Iteration 49Q: 3 clusters Score -1788823 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1788825.250000 Penalty: 3162.722168
	Iteration 50Q: 3 clusters Score -1788825 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1788826.625000 Penalty: 3162.722168
	Iteration 51Q: 3 clusters Score -1788827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1788832.375000 Penalty: 3162.722168
	Iteration 52Q: 3 clusters Score -1788832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1788838.250000 Penalty: 3162.722168
	Iteration 53Q: 3 clusters Score -1788838 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1788842.500000 Penalty: 3162.722168
	Iteration 54Q: 3 clusters Score -1788842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1788846.375000 Penalty: 3162.722168
	Iteration 55Q: 3 clusters Score -1788846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1788850.875000 Penalty: 3162.722168
	Iteration 56Q: 3 clusters Score -1788851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1788854.750000 Penalty: 3162.722168
	Iteration 57Q: 3 clusters Score -1788855 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1788856.625000 Penalty: 3162.722168
	Iteration 58Q: 3 clusters Score -1788857 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1788857.875000 Penalty: 3162.722168
	Iteration 59Q: 3 clusters Score -1788858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1788859.250000 Penalty: 3162.722168
	Iteration 60F: 3 clusters Score -1788859 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1788862.125000 Penalty: 3162.722168
	Iteration 61Q: 3 clusters Score -1788862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1788863.750000 Penalty: 3162.722168
	Iteration 62Q: 3 clusters Score -1788864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1788871.000000 Penalty: 3162.722168
	Iteration 63Q: 3 clusters Score -1788871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1788872.125000 Penalty: 3162.722168
	Iteration 64Q: 3 clusters Score -1788872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1788874.875000 Penalty: 3162.722168
	Iteration 65Q: 3 clusters Score -1788875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1788871.500000 Penalty: 3162.722168
	Iteration 66Q: 3 clusters Score -1788872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1788872.625000 Penalty: 3162.722168
	Iteration 67Q: 3 clusters Score -1788873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1788874.750000 Penalty: 3162.722168
	Iteration 68Q: 3 clusters Score -1788875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1788875.125000 Penalty: 3162.722168
	Iteration 69Q: 3 clusters Score -1788875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1788876.500000 Penalty: 3162.722168
	Iteration 70Q: 3 clusters Score -1788876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1788877.875000 Penalty: 3162.722168
	Iteration 71Q: 3 clusters Score -1788878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1788874.250000 Penalty: 3162.722168
	Iteration 72Q: 3 clusters Score -1788874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1788879.000000 Penalty: 3162.722168
	Iteration 73Q: 3 clusters Score -1788879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1788879.250000 Penalty: 3162.722168
	Iteration 74Q: 3 clusters Score -1788879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1788877.750000 Penalty: 3162.722168
	Iteration 75Q: 3 clusters Score -1788878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1788876.250000 Penalty: 3162.722168
	Iteration 76Q: 3 clusters Score -1788876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1788876.250000 Penalty: 3162.722168
	Iteration 77F: 3 clusters Score -1788876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (130743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130743 members 
Entering Unmasked Estep 
Score: -14018871.000000 Penalty: 1914.410645
	Iteration 0F: 2 clusters Score -1.401887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65368 members 
Mstep: Class 2 contains 65375 members 
Entering Unmasked Estep 
Score: -13931256.000000 Penalty: 3828.821289
	Iteration 0F: 3 clusters Score -1.393126e+07 nChanged 63020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66624 members 
Mstep: Class 2 contains 64119 members 
Entering Unmasked Estep 
Score: -13968286.000000 Penalty: 3828.821289
	Iteration 1F: 3 clusters Score -1.396829e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67181 members 
Mstep: Class 2 contains 63562 members 
Entering Unmasked Estep 
Score: -13969007.000000 Penalty: 3828.821289
	Iteration 2Q: 3 clusters Score -1.396901e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68164 members 
Mstep: Class 2 contains 62579 members 
Entering Unmasked Estep 
Score: -13969880.000000 Penalty: 3828.821289
	Iteration 3Q: 3 clusters Score -1.396988e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69800 members 
Mstep: Class 2 contains 60943 members 
Entering Unmasked Estep 
Score: -13971023.000000 Penalty: 3828.821289
	Iteration 4Q: 3 clusters Score -1.397102e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72464 members 
Mstep: Class 2 contains 58279 members 
Entering Unmasked Estep 
Score: -13972658.000000 Penalty: 3828.821289
	Iteration 5Q: 3 clusters Score -1.397266e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76498 members 
Mstep: Class 2 contains 54245 members 
Entering Unmasked Estep 
Score: -13975356.000000 Penalty: 3828.821289
	Iteration 6Q: 3 clusters Score -1.397536e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82222 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -13979323.000000 Penalty: 3828.821289
	Iteration 7F: 3 clusters Score -1.397932e+07 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89439 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -13984839.000000 Penalty: 3828.821289
	Iteration 8F: 3 clusters Score -1.398484e+07 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97331 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -13991385.000000 Penalty: 3828.821289
	Iteration 9F: 3 clusters Score -1.399138e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105036 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -13998047.000000 Penalty: 3828.821289
	Iteration 10F: 3 clusters Score -1.399805e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111547 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -14003549.000000 Penalty: 3828.821289
	Iteration 11F: 3 clusters Score -1.400355e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116480 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -14007754.000000 Penalty: 3828.821289
	Iteration 12Q: 3 clusters Score -1.400775e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120055 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -14010479.000000 Penalty: 3828.821289
	Iteration 13Q: 3 clusters Score -1.401048e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122689 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -14012603.000000 Penalty: 3828.821289
	Iteration 14Q: 3 clusters Score -1.40126e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124591 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -14014066.000000 Penalty: 3828.821289
	Iteration 15Q: 3 clusters Score -1.401407e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125973 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -14015082.000000 Penalty: 3828.821289
	Iteration 16Q: 3 clusters Score -1.401508e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127003 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -14015733.000000 Penalty: 3828.821289
	Iteration 17Q: 3 clusters Score -1.401573e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127719 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -14016160.000000 Penalty: 3828.821289
	Iteration 18Q: 3 clusters Score -1.401616e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128266 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -14016549.000000 Penalty: 3828.821289
	Iteration 19Q: 3 clusters Score -1.401655e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128651 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -14016802.000000 Penalty: 3828.821289
	Iteration 20F: 3 clusters Score -1.40168e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128929 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -14016984.000000 Penalty: 3828.821289
	Iteration 21Q: 3 clusters Score -1.401698e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129127 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -14017085.000000 Penalty: 3828.821289
	Iteration 22Q: 3 clusters Score -1.401708e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129274 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -14017175.000000 Penalty: 3828.821289
	Iteration 23Q: 3 clusters Score -1.401718e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129389 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -14017194.000000 Penalty: 3828.821289
	Iteration 24Q: 3 clusters Score -1.401719e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129487 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -14017191.000000 Penalty: 3828.821289
	Iteration 25Q: 3 clusters Score -1.401719e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129561 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -14017251.000000 Penalty: 3828.821289
	Iteration 26Q: 3 clusters Score -1.401725e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129622 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -14017309.000000 Penalty: 3828.821289
	Iteration 27Q: 3 clusters Score -1.401731e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129672 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -14017343.000000 Penalty: 3828.821289
	Iteration 28Q: 3 clusters Score -1.401734e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129700 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -14017351.000000 Penalty: 3828.821289
	Iteration 29Q: 3 clusters Score -1.401735e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129731 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -14017359.000000 Penalty: 3828.821289
	Iteration 30Q: 3 clusters Score -1.401736e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129752 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -14017386.000000 Penalty: 3828.821289
	Iteration 31Q: 3 clusters Score -1.401739e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129769 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -14017401.000000 Penalty: 3828.821289
	Iteration 32Q: 3 clusters Score -1.40174e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129788 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -14017403.000000 Penalty: 3828.821289
	Iteration 33Q: 3 clusters Score -1.40174e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129804 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -14017413.000000 Penalty: 3828.821289
	Iteration 34Q: 3 clusters Score -1.401741e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129823 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -14017413.000000 Penalty: 3828.821289
	Iteration 35Q: 3 clusters Score -1.401741e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129838 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -14017433.000000 Penalty: 3828.821289
	Iteration 36Q: 3 clusters Score -1.401743e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129846 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -14017453.000000 Penalty: 3828.821289
	Iteration 37Q: 3 clusters Score -1.401745e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129851 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -14017452.000000 Penalty: 3828.821289
	Iteration 38Q: 3 clusters Score -1.401745e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129857 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -14017458.000000 Penalty: 3828.821289
	Iteration 39Q: 3 clusters Score -1.401746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129860 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -14017464.000000 Penalty: 3828.821289
	Iteration 40F: 3 clusters Score -1.401746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129865 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -14017465.000000 Penalty: 3828.821289
	Iteration 41Q: 3 clusters Score -1.401746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129869 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -14017463.000000 Penalty: 3828.821289
	Iteration 42Q: 3 clusters Score -1.401746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129872 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -14017464.000000 Penalty: 3828.821289
	Iteration 43Q: 3 clusters Score -1.401746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129875 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -14017469.000000 Penalty: 3828.821289
	Iteration 44Q: 3 clusters Score -1.401747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129879 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -14017465.000000 Penalty: 3828.821289
	Iteration 45Q: 3 clusters Score -1.401746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129884 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -14017466.000000 Penalty: 3828.821289
	Iteration 46Q: 3 clusters Score -1.401747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129889 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -14017476.000000 Penalty: 3828.821289
	Iteration 47Q: 3 clusters Score -1.401748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129889 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -14017472.000000 Penalty: 3828.821289
	Iteration 48Q: 3 clusters Score -1.401747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129894 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -14017466.000000 Penalty: 3828.821289
	Iteration 49Q: 3 clusters Score -1.401747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129899 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -14017462.000000 Penalty: 3828.821289
	Iteration 50Q: 3 clusters Score -1.401746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129905 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -14017473.000000 Penalty: 3828.821289
	Iteration 51Q: 3 clusters Score -1.401747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129910 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -14017474.000000 Penalty: 3828.821289
	Iteration 52Q: 3 clusters Score -1.401747e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129923 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -14017483.000000 Penalty: 3828.821289
	Iteration 53Q: 3 clusters Score -1.401748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129932 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -14017471.000000 Penalty: 3828.821289
	Iteration 54Q: 3 clusters Score -1.401747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129932 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -14017481.000000 Penalty: 3828.821289
	Iteration 55Q: 3 clusters Score -1.401748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129927 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -14017475.000000 Penalty: 3828.821289
	Iteration 56Q: 3 clusters Score -1.401748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129926 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -14017487.000000 Penalty: 3828.821289
	Iteration 57Q: 3 clusters Score -1.401749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129928 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -14017493.000000 Penalty: 3828.821289
	Iteration 58Q: 3 clusters Score -1.401749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129930 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -14017488.000000 Penalty: 3828.821289
	Iteration 59Q: 3 clusters Score -1.401749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129930 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -14017488.000000 Penalty: 3828.821289
	Iteration 60F: 3 clusters Score -1.401749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Entering Unmasked Estep 
Score: -2747578.250000 Penalty: 1661.584595
	Iteration 0F: 2 clusters Score -2747578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2729064.500000 Penalty: 3323.169189
	Iteration 0F: 3 clusters Score -2729064 nChanged 12570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2736465.250000 Penalty: 3323.169189
	Iteration 1F: 3 clusters Score -2736465 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2737137.500000 Penalty: 3323.169189
	Iteration 2F: 3 clusters Score -2737138 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2737834.000000 Penalty: 3323.169189
	Iteration 3F: 3 clusters Score -2737834 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2738472.500000 Penalty: 3323.169189
	Iteration 4F: 3 clusters Score -2738472 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2739097.500000 Penalty: 3323.169189
	Iteration 5Q: 3 clusters Score -2739098 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2739778.250000 Penalty: 3323.169189
	Iteration 6Q: 3 clusters Score -2739778 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2740432.250000 Penalty: 3323.169189
	Iteration 7Q: 3 clusters Score -2740432 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2741116.250000 Penalty: 3323.169189
	Iteration 8Q: 3 clusters Score -2741116 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2741846.750000 Penalty: 3323.169189
	Iteration 9Q: 3 clusters Score -2741847 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -2742608.750000 Penalty: 3323.169189
	Iteration 10Q: 3 clusters Score -2742609 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2743391.750000 Penalty: 3323.169189
	Iteration 11Q: 3 clusters Score -2743392 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -2744117.000000 Penalty: 3323.169189
	Iteration 12Q: 3 clusters Score -2744117 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -2744816.500000 Penalty: 3323.169189
	Iteration 13Q: 3 clusters Score -2744816 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -2745434.500000 Penalty: 3323.169189
	Iteration 14Q: 3 clusters Score -2745434 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -2745858.000000 Penalty: 3323.169189
	Iteration 15Q: 3 clusters Score -2745858 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -2746133.000000 Penalty: 3323.169189
	Iteration 16Q: 3 clusters Score -2746133 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -2746289.000000 Penalty: 3323.169189
	Iteration 17Q: 3 clusters Score -2746289 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -2746401.250000 Penalty: 3323.169189
	Iteration 18Q: 3 clusters Score -2746401 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -2746479.000000 Penalty: 3323.169189
	Iteration 19Q: 3 clusters Score -2746479 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -2746543.000000 Penalty: 3323.169189
	Iteration 20F: 3 clusters Score -2746543 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -2746603.500000 Penalty: 3323.169189
	Iteration 21Q: 3 clusters Score -2746604 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -2746647.500000 Penalty: 3323.169189
	Iteration 22Q: 3 clusters Score -2746648 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -2746689.250000 Penalty: 3323.169189
	Iteration 23Q: 3 clusters Score -2746689 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -2746722.750000 Penalty: 3323.169189
	Iteration 24Q: 3 clusters Score -2746723 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -2746770.750000 Penalty: 3323.169189
	Iteration 25Q: 3 clusters Score -2746771 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -2746790.750000 Penalty: 3323.169189
	Iteration 26Q: 3 clusters Score -2746791 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -2746818.750000 Penalty: 3323.169189
	Iteration 27Q: 3 clusters Score -2746819 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -2746855.500000 Penalty: 3323.169189
	Iteration 28Q: 3 clusters Score -2746856 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -2746888.000000 Penalty: 3323.169189
	Iteration 29Q: 3 clusters Score -2746888 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -2746927.250000 Penalty: 3323.169189
	Iteration 30Q: 3 clusters Score -2746927 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -2746963.750000 Penalty: 3323.169189
	Iteration 31Q: 3 clusters Score -2746964 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -2746983.000000 Penalty: 3323.169189
	Iteration 32Q: 3 clusters Score -2746983 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -2747004.750000 Penalty: 3323.169189
	Iteration 33Q: 3 clusters Score -2747005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -2747014.750000 Penalty: 3323.169189
	Iteration 34Q: 3 clusters Score -2747015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -2747023.500000 Penalty: 3323.169189
	Iteration 35Q: 3 clusters Score -2747024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -2747028.750000 Penalty: 3323.169189
	Iteration 36Q: 3 clusters Score -2747029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -2747036.000000 Penalty: 3323.169189
	Iteration 37Q: 3 clusters Score -2747036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -2747032.250000 Penalty: 3323.169189
	Iteration 38Q: 3 clusters Score -2747032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -2747034.250000 Penalty: 3323.169189
	Iteration 39Q: 3 clusters Score -2747034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -2747040.250000 Penalty: 3323.169189
	Iteration 40F: 3 clusters Score -2747040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -2747040.000000 Penalty: 3323.169189
	Iteration 41Q: 3 clusters Score -2747040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -2747047.500000 Penalty: 3323.169189
	Iteration 42Q: 3 clusters Score -2747048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -2747051.000000 Penalty: 3323.169189
	Iteration 43Q: 3 clusters Score -2747051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -2747050.750000 Penalty: 3323.169189
	Iteration 44Q: 3 clusters Score -2747051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -2747054.250000 Penalty: 3323.169189
	Iteration 45Q: 3 clusters Score -2747054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -2747052.500000 Penalty: 3323.169189
	Iteration 46Q: 3 clusters Score -2747052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -2747052.500000 Penalty: 3323.169189
	Iteration 47F: 3 clusters Score -2747052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Entering Unmasked Estep 
Score: -1129773.500000 Penalty: 1508.296265
	Iteration 0F: 2 clusters Score -1129774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1122208.375000 Penalty: 3016.592529
	Iteration 0F: 3 clusters Score -1122208 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1124759.625000 Penalty: 3016.592529
	Iteration 1F: 3 clusters Score -1124760 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1125121.000000 Penalty: 3016.592529
	Iteration 2F: 3 clusters Score -1125121 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1125488.875000 Penalty: 3016.592529
	Iteration 3F: 3 clusters Score -1125489 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1125972.250000 Penalty: 3016.592529
	Iteration 4F: 3 clusters Score -1125972 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1126551.750000 Penalty: 3016.592529
	Iteration 5F: 3 clusters Score -1126552 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1127066.000000 Penalty: 3016.592529
	Iteration 6F: 3 clusters Score -1127066 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1127481.250000 Penalty: 3016.592529
	Iteration 7F: 3 clusters Score -1127481 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1127711.125000 Penalty: 3016.592529
	Iteration 8Q: 3 clusters Score -1127711 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1127837.375000 Penalty: 3016.592529
	Iteration 9Q: 3 clusters Score -1127837 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1127919.375000 Penalty: 3016.592529
	Iteration 10Q: 3 clusters Score -1127919 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1127966.750000 Penalty: 3016.592529
	Iteration 11Q: 3 clusters Score -1127967 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1128001.500000 Penalty: 3016.592529
	Iteration 12Q: 3 clusters Score -1128002 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1128025.000000 Penalty: 3016.592529
	Iteration 13Q: 3 clusters Score -1128025 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1128057.625000 Penalty: 3016.592529
	Iteration 14Q: 3 clusters Score -1128058 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1128101.750000 Penalty: 3016.592529
	Iteration 15Q: 3 clusters Score -1128102 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1128162.375000 Penalty: 3016.592529
	Iteration 16Q: 3 clusters Score -1128162 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1128224.125000 Penalty: 3016.592529
	Iteration 17Q: 3 clusters Score -1128224 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1128311.625000 Penalty: 3016.592529
	Iteration 18Q: 3 clusters Score -1128312 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1128396.625000 Penalty: 3016.592529
	Iteration 19Q: 3 clusters Score -1128397 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1128481.500000 Penalty: 3016.592529
	Iteration 20F: 3 clusters Score -1128482 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1128554.250000 Penalty: 3016.592529
	Iteration 21Q: 3 clusters Score -1128554 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1128619.875000 Penalty: 3016.592529
	Iteration 22Q: 3 clusters Score -1128620 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1128678.125000 Penalty: 3016.592529
	Iteration 23Q: 3 clusters Score -1128678 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1128721.250000 Penalty: 3016.592529
	Iteration 24Q: 3 clusters Score -1128721 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1128758.875000 Penalty: 3016.592529
	Iteration 25Q: 3 clusters Score -1128759 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1128780.250000 Penalty: 3016.592529
	Iteration 26Q: 3 clusters Score -1128780 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1128795.000000 Penalty: 3016.592529
	Iteration 27Q: 3 clusters Score -1128795 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1128805.500000 Penalty: 3016.592529
	Iteration 28Q: 3 clusters Score -1128806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1128816.125000 Penalty: 3016.592529
	Iteration 29Q: 3 clusters Score -1128816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1128818.250000 Penalty: 3016.592529
	Iteration 30Q: 3 clusters Score -1128818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1128821.500000 Penalty: 3016.592529
	Iteration 31Q: 3 clusters Score -1128822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1128829.500000 Penalty: 3016.592529
	Iteration 32Q: 3 clusters Score -1128830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1128837.750000 Penalty: 3016.592529
	Iteration 33Q: 3 clusters Score -1128838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1128845.875000 Penalty: 3016.592529
	Iteration 34Q: 3 clusters Score -1128846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1128851.125000 Penalty: 3016.592529
	Iteration 35Q: 3 clusters Score -1128851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1128860.875000 Penalty: 3016.592529
	Iteration 36Q: 3 clusters Score -1128861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1128865.750000 Penalty: 3016.592529
	Iteration 37Q: 3 clusters Score -1128866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1128866.250000 Penalty: 3016.592529
	Iteration 38Q: 3 clusters Score -1128866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1128870.250000 Penalty: 3016.592529
	Iteration 39Q: 3 clusters Score -1128870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1128871.125000 Penalty: 3016.592529
	Iteration 40F: 3 clusters Score -1128871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1128877.250000 Penalty: 3016.592529
	Iteration 41Q: 3 clusters Score -1128877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1128877.375000 Penalty: 3016.592529
	Iteration 42Q: 3 clusters Score -1128877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1128880.750000 Penalty: 3016.592529
	Iteration 43Q: 3 clusters Score -1128881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1128881.000000 Penalty: 3016.592529
	Iteration 44Q: 3 clusters Score -1128881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1128880.750000 Penalty: 3016.592529
	Iteration 45Q: 3 clusters Score -1128881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1128881.500000 Penalty: 3016.592529
	Iteration 46Q: 3 clusters Score -1128882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1128881.625000 Penalty: 3016.592529
	Iteration 47Q: 3 clusters Score -1128882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1128885.625000 Penalty: 3016.592529
	Iteration 48Q: 3 clusters Score -1128886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1128888.250000 Penalty: 3016.592529
	Iteration 49Q: 3 clusters Score -1128888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1128887.125000 Penalty: 3016.592529
	Iteration 50Q: 3 clusters Score -1128887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1128890.625000 Penalty: 3016.592529
	Iteration 51Q: 3 clusters Score -1128891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1128891.125000 Penalty: 3016.592529
	Iteration 52Q: 3 clusters Score -1128891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1128892.000000 Penalty: 3016.592529
	Iteration 53Q: 3 clusters Score -1128892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1128891.875000 Penalty: 3016.592529
	Iteration 54Q: 3 clusters Score -1128892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1128891.875000 Penalty: 3016.592529
	Iteration 55F: 3 clusters Score -1128892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Entering Unmasked Estep 
Score: -2591728.250000 Penalty: 1641.556763
	Iteration 0F: 2 clusters Score -2591728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2575240.000000 Penalty: 3283.113525
	Iteration 0F: 3 clusters Score -2575240 nChanged 11140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2581477.500000 Penalty: 3283.113525
	Iteration 1F: 3 clusters Score -2581478 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2581955.250000 Penalty: 3283.113525
	Iteration 2Q: 3 clusters Score -2581955 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2582413.000000 Penalty: 3283.113525
	Iteration 3Q: 3 clusters Score -2582413 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2582955.250000 Penalty: 3283.113525
	Iteration 4Q: 3 clusters Score -2582955 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2583535.250000 Penalty: 3283.113525
	Iteration 5Q: 3 clusters Score -2583535 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2584179.750000 Penalty: 3283.113525
	Iteration 6Q: 3 clusters Score -2584180 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2584929.250000 Penalty: 3283.113525
	Iteration 7F: 3 clusters Score -2584929 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2585779.000000 Penalty: 3283.113525
	Iteration 8F: 3 clusters Score -2585779 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2586637.000000 Penalty: 3283.113525
	Iteration 9Q: 3 clusters Score -2586637 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2587450.250000 Penalty: 3283.113525
	Iteration 10Q: 3 clusters Score -2587450 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2588137.750000 Penalty: 3283.113525
	Iteration 11Q: 3 clusters Score -2588138 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2588693.500000 Penalty: 3283.113525
	Iteration 12Q: 3 clusters Score -2588694 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2589116.500000 Penalty: 3283.113525
	Iteration 13Q: 3 clusters Score -2589116 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2589423.500000 Penalty: 3283.113525
	Iteration 14Q: 3 clusters Score -2589424 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2589680.500000 Penalty: 3283.113525
	Iteration 15Q: 3 clusters Score -2589680 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2589868.000000 Penalty: 3283.113525
	Iteration 16Q: 3 clusters Score -2589868 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2589985.000000 Penalty: 3283.113525
	Iteration 17Q: 3 clusters Score -2589985 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2590072.250000 Penalty: 3283.113525
	Iteration 18Q: 3 clusters Score -2590072 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2590171.750000 Penalty: 3283.113525
	Iteration 19Q: 3 clusters Score -2590172 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2590222.250000 Penalty: 3283.113525
	Iteration 20F: 3 clusters Score -2590222 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2590257.750000 Penalty: 3283.113525
	Iteration 21Q: 3 clusters Score -2590258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2590282.750000 Penalty: 3283.113525
	Iteration 22Q: 3 clusters Score -2590283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2590297.250000 Penalty: 3283.113525
	Iteration 23Q: 3 clusters Score -2590297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2590306.750000 Penalty: 3283.113525
	Iteration 24Q: 3 clusters Score -2590307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2590313.500000 Penalty: 3283.113525
	Iteration 25Q: 3 clusters Score -2590314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2590320.500000 Penalty: 3283.113525
	Iteration 26Q: 3 clusters Score -2590320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2590320.250000 Penalty: 3283.113525
	Iteration 27Q: 3 clusters Score -2590320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2590320.250000 Penalty: 3283.113525
	Iteration 28Q: 3 clusters Score -2590320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2590322.250000 Penalty: 3283.113525
	Iteration 29Q: 3 clusters Score -2590322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2590322.250000 Penalty: 3283.113525
	Iteration 30F: 3 clusters Score -2590322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Entering Unmasked Estep 
Score: -4092707.750000 Penalty: 1718.147095
	Iteration 0F: 2 clusters Score -4092708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -4066538.000000 Penalty: 3436.294189
	Iteration 0F: 3 clusters Score -4066538 nChanged 18078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -4076663.000000 Penalty: 3436.294189
	Iteration 1F: 3 clusters Score -4076663 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -4077440.750000 Penalty: 3436.294189
	Iteration 2Q: 3 clusters Score -4077441 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -4078460.750000 Penalty: 3436.294189
	Iteration 3F: 3 clusters Score -4078461 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -4079911.750000 Penalty: 3436.294189
	Iteration 4F: 3 clusters Score -4079912 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -4081810.500000 Penalty: 3436.294189
	Iteration 5F: 3 clusters Score -4081810 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -4083800.750000 Penalty: 3436.294189
	Iteration 6F: 3 clusters Score -4083801 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -4085491.500000 Penalty: 3436.294189
	Iteration 7F: 3 clusters Score -4085492 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -4086678.000000 Penalty: 3436.294189
	Iteration 8Q: 3 clusters Score -4086678 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -4087435.750000 Penalty: 3436.294189
	Iteration 9Q: 3 clusters Score -4087436 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -4087888.500000 Penalty: 3436.294189
	Iteration 10Q: 3 clusters Score -4087888 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -4088181.500000 Penalty: 3436.294189
	Iteration 11Q: 3 clusters Score -4088182 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -4088382.000000 Penalty: 3436.294189
	Iteration 12Q: 3 clusters Score -4088382 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -4088578.000000 Penalty: 3436.294189
	Iteration 13Q: 3 clusters Score -4088578 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -4088726.250000 Penalty: 3436.294189
	Iteration 14Q: 3 clusters Score -4088726 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -4088850.250000 Penalty: 3436.294189
	Iteration 15Q: 3 clusters Score -4088850 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -4088982.500000 Penalty: 3436.294189
	Iteration 16Q: 3 clusters Score -4088982 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -4089148.500000 Penalty: 3436.294189
	Iteration 17Q: 3 clusters Score -4089148 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -4089319.250000 Penalty: 3436.294189
	Iteration 18Q: 3 clusters Score -4089319 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -4089481.500000 Penalty: 3436.294189
	Iteration 19Q: 3 clusters Score -4089482 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -4089616.750000 Penalty: 3436.294189
	Iteration 20F: 3 clusters Score -4089617 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -4089752.750000 Penalty: 3436.294189
	Iteration 21Q: 3 clusters Score -4089753 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -4089892.500000 Penalty: 3436.294189
	Iteration 22Q: 3 clusters Score -4089892 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -4090020.750000 Penalty: 3436.294189
	Iteration 23Q: 3 clusters Score -4090021 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -4090171.250000 Penalty: 3436.294189
	Iteration 24Q: 3 clusters Score -4090171 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -4090283.750000 Penalty: 3436.294189
	Iteration 25Q: 3 clusters Score -4090284 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -4090385.000000 Penalty: 3436.294189
	Iteration 26Q: 3 clusters Score -4090385 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -4090510.250000 Penalty: 3436.294189
	Iteration 27Q: 3 clusters Score -4090510 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -4090625.000000 Penalty: 3436.294189
	Iteration 28Q: 3 clusters Score -4090625 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -4090692.500000 Penalty: 3436.294189
	Iteration 29Q: 3 clusters Score -4090692 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -4090769.250000 Penalty: 3436.294189
	Iteration 30Q: 3 clusters Score -4090769 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4090831.000000 Penalty: 3436.294189
	Iteration 31Q: 3 clusters Score -4090831 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4090887.000000 Penalty: 3436.294189
	Iteration 32Q: 3 clusters Score -4090887 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4090938.000000 Penalty: 3436.294189
	Iteration 33Q: 3 clusters Score -4090938 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4091013.000000 Penalty: 3436.294189
	Iteration 34Q: 3 clusters Score -4091013 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4091094.750000 Penalty: 3436.294189
	Iteration 35Q: 3 clusters Score -4091095 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4091149.750000 Penalty: 3436.294189
	Iteration 36Q: 3 clusters Score -4091150 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4091202.250000 Penalty: 3436.294189
	Iteration 37Q: 3 clusters Score -4091202 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4091252.000000 Penalty: 3436.294189
	Iteration 38Q: 3 clusters Score -4091252 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4091303.500000 Penalty: 3436.294189
	Iteration 39Q: 3 clusters Score -4091304 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4091359.500000 Penalty: 3436.294189
	Iteration 40F: 3 clusters Score -4091360 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4091386.250000 Penalty: 3436.294189
	Iteration 41Q: 3 clusters Score -4091386 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4091416.500000 Penalty: 3436.294189
	Iteration 42Q: 3 clusters Score -4091416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4091443.250000 Penalty: 3436.294189
	Iteration 43Q: 3 clusters Score -4091443 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4091467.500000 Penalty: 3436.294189
	Iteration 44Q: 3 clusters Score -4091468 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4091487.250000 Penalty: 3436.294189
	Iteration 45Q: 3 clusters Score -4091487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4091505.750000 Penalty: 3436.294189
	Iteration 46Q: 3 clusters Score -4091506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4091516.000000 Penalty: 3436.294189
	Iteration 47Q: 3 clusters Score -4091516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4091531.000000 Penalty: 3436.294189
	Iteration 48Q: 3 clusters Score -4091531 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4091534.500000 Penalty: 3436.294189
	Iteration 49Q: 3 clusters Score -4091534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4091549.000000 Penalty: 3436.294189
	Iteration 50Q: 3 clusters Score -4091549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4091555.000000 Penalty: 3436.294189
	Iteration 51Q: 3 clusters Score -4091555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4091560.250000 Penalty: 3436.294189
	Iteration 52Q: 3 clusters Score -4091560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4091565.000000 Penalty: 3436.294189
	Iteration 53Q: 3 clusters Score -4091565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4091566.000000 Penalty: 3436.294189
	Iteration 54Q: 3 clusters Score -4091566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4091566.500000 Penalty: 3436.294189
	Iteration 55Q: 3 clusters Score -4091566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4091568.500000 Penalty: 3436.294189
	Iteration 56Q: 3 clusters Score -4091568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4091568.500000 Penalty: 3436.294189
	Iteration 57F: 3 clusters Score -4091568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (168372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168372 members 
Entering Unmasked Estep 
Score: -18109300.000000 Penalty: 1955.513794
	Iteration 0F: 2 clusters Score -1.81093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84343 members 
Mstep: Class 2 contains 84029 members 
Entering Unmasked Estep 
Score: -18001744.000000 Penalty: 3911.027588
	Iteration 0F: 3 clusters Score -1.800174e+07 nChanged 81109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87792 members 
Mstep: Class 2 contains 80580 members 
Entering Unmasked Estep 
Score: -18049042.000000 Penalty: 3911.027588
	Iteration 1F: 3 clusters Score -1.804904e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90066 members 
Mstep: Class 2 contains 78306 members 
Entering Unmasked Estep 
Score: -18049982.000000 Penalty: 3911.027588
	Iteration 2Q: 3 clusters Score -1.804998e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93431 members 
Mstep: Class 2 contains 74941 members 
Entering Unmasked Estep 
Score: -18051252.000000 Penalty: 3911.027588
	Iteration 3Q: 3 clusters Score -1.805125e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98742 members 
Mstep: Class 2 contains 69630 members 
Entering Unmasked Estep 
Score: -18053286.000000 Penalty: 3911.027588
	Iteration 4Q: 3 clusters Score -1.805329e+07 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106761 members 
Mstep: Class 2 contains 61611 members 
Entering Unmasked Estep 
Score: -18057606.000000 Penalty: 3911.027588
	Iteration 5Q: 3 clusters Score -1.805761e+07 nChanged 11769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118378 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -18065602.000000 Penalty: 3911.027588
	Iteration 6F: 3 clusters Score -1.80656e+07 nChanged 14856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133162 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -18078460.000000 Penalty: 3911.027588
	Iteration 7F: 3 clusters Score -1.807846e+07 nChanged 15236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148370 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -18093190.000000 Penalty: 3911.027588
	Iteration 8F: 3 clusters Score -1.809319e+07 nChanged 11452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159820 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -18102818.000000 Penalty: 3911.027588
	Iteration 9F: 3 clusters Score -1.810282e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165459 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -18106326.000000 Penalty: 3911.027588
	Iteration 10Q: 3 clusters Score -1.810633e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167453 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -18107244.000000 Penalty: 3911.027588
	Iteration 11Q: 3 clusters Score -1.810724e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167999 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -18107460.000000 Penalty: 3911.027588
	Iteration 12Q: 3 clusters Score -1.810746e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168130 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -18107572.000000 Penalty: 3911.027588
	Iteration 13Q: 3 clusters Score -1.810757e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168184 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18107626.000000 Penalty: 3911.027588
	Iteration 14Q: 3 clusters Score -1.810763e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168192 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18107666.000000 Penalty: 3911.027588
	Iteration 15Q: 3 clusters Score -1.810767e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168199 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18107662.000000 Penalty: 3911.027588
	Iteration 16Q: 3 clusters Score -1.810766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168200 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18107678.000000 Penalty: 3911.027588
	Iteration 17Q: 3 clusters Score -1.810768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168199 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18107678.000000 Penalty: 3911.027588
	Iteration 18Q: 3 clusters Score -1.810768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168200 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18107678.000000 Penalty: 3911.027588
	Iteration 19Q: 3 clusters Score -1.810768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168201 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18107690.000000 Penalty: 3911.027588
	Iteration 20F: 3 clusters Score -1.810769e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Entering Unmasked Estep 
Score: -393234.937500 Penalty: 1344.748657
	Iteration 0F: 2 clusters Score -393234.9 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 2008 members 
Entering Unmasked Estep 
Score: -389993.187500 Penalty: 2689.497314
	Iteration 0F: 3 clusters Score -389993.2 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -390951.156250 Penalty: 2689.497314
	Iteration 1F: 3 clusters Score -390951.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -391285.031250 Penalty: 2689.497314
	Iteration 2F: 3 clusters Score -391285 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -391578.406250 Penalty: 2689.497314
	Iteration 3F: 3 clusters Score -391578.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -391786.687500 Penalty: 2689.497314
	Iteration 4F: 3 clusters Score -391786.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -391925.625000 Penalty: 2689.497314
	Iteration 5Q: 3 clusters Score -391925.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -392022.593750 Penalty: 2689.497314
	Iteration 6Q: 3 clusters Score -392022.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -392096.750000 Penalty: 2689.497314
	Iteration 7Q: 3 clusters Score -392096.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -392161.250000 Penalty: 2689.497314
	Iteration 8Q: 3 clusters Score -392161.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -392200.718750 Penalty: 2689.497314
	Iteration 9Q: 3 clusters Score -392200.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -392220.687500 Penalty: 2689.497314
	Iteration 10Q: 3 clusters Score -392220.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -392236.250000 Penalty: 2689.497314
	Iteration 11Q: 3 clusters Score -392236.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -392247.687500 Penalty: 2689.497314
	Iteration 12Q: 3 clusters Score -392247.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -392261.343750 Penalty: 2689.497314
	Iteration 13Q: 3 clusters Score -392261.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -392270.812500 Penalty: 2689.497314
	Iteration 14Q: 3 clusters Score -392270.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -392276.781250 Penalty: 2689.497314
	Iteration 15Q: 3 clusters Score -392276.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -392283.187500 Penalty: 2689.497314
	Iteration 16Q: 3 clusters Score -392283.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -392286.375000 Penalty: 2689.497314
	Iteration 17Q: 3 clusters Score -392286.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -392289.625000 Penalty: 2689.497314
	Iteration 18Q: 3 clusters Score -392289.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -392291.406250 Penalty: 2689.497314
	Iteration 19Q: 3 clusters Score -392291.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -392292.375000 Penalty: 2689.497314
	Iteration 20F: 3 clusters Score -392292.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -392294.187500 Penalty: 2689.497314
	Iteration 21Q: 3 clusters Score -392294.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -392295.968750 Penalty: 2689.497314
	Iteration 22Q: 3 clusters Score -392296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -392299.812500 Penalty: 2689.497314
	Iteration 23Q: 3 clusters Score -392299.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -392302.656250 Penalty: 2689.497314
	Iteration 24Q: 3 clusters Score -392302.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -392305.625000 Penalty: 2689.497314
	Iteration 25Q: 3 clusters Score -392305.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -392306.906250 Penalty: 2689.497314
	Iteration 26Q: 3 clusters Score -392306.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -392307.531250 Penalty: 2689.497314
	Iteration 27Q: 3 clusters Score -392307.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -392308.562500 Penalty: 2689.497314
	Iteration 28Q: 3 clusters Score -392308.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -392309.781250 Penalty: 2689.497314
	Iteration 29Q: 3 clusters Score -392309.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -392310.312500 Penalty: 2689.497314
	Iteration 30Q: 3 clusters Score -392310.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -392310.312500 Penalty: 2689.497314
	Iteration 31F: 3 clusters Score -392310.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Entering Unmasked Estep 
Score: -95674.429688 Penalty: 1132.896118
	Iteration 0F: 2 clusters Score -95674.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -94212.273438 Penalty: 2265.792236
	Iteration 0F: 3 clusters Score -94212.27 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -94533.664062 Penalty: 2265.792236
	Iteration 1F: 3 clusters Score -94533.66 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -94643.929688 Penalty: 2265.792236
	Iteration 2F: 3 clusters Score -94643.93 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -94696.257812 Penalty: 2265.792236
	Iteration 3Q: 3 clusters Score -94696.26 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -94743.859375 Penalty: 2265.792236
	Iteration 4Q: 3 clusters Score -94743.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -94772.320312 Penalty: 2265.792236
	Iteration 5Q: 3 clusters Score -94772.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -94803.609375 Penalty: 2265.792236
	Iteration 6Q: 3 clusters Score -94803.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -94830.554688 Penalty: 2265.792236
	Iteration 7Q: 3 clusters Score -94830.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -94864.390625 Penalty: 2265.792236
	Iteration 8Q: 3 clusters Score -94864.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -94882.070312 Penalty: 2265.792236
	Iteration 9Q: 3 clusters Score -94882.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -94894.742188 Penalty: 2265.792236
	Iteration 10Q: 3 clusters Score -94894.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -94905.828125 Penalty: 2265.792236
	Iteration 11Q: 3 clusters Score -94905.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -94919.382812 Penalty: 2265.792236
	Iteration 12Q: 3 clusters Score -94919.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -94930.539062 Penalty: 2265.792236
	Iteration 13Q: 3 clusters Score -94930.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -94941.914062 Penalty: 2265.792236
	Iteration 14Q: 3 clusters Score -94941.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -94954.164062 Penalty: 2265.792236
	Iteration 15Q: 3 clusters Score -94954.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -94960.101562 Penalty: 2265.792236
	Iteration 16Q: 3 clusters Score -94960.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -94963.039062 Penalty: 2265.792236
	Iteration 17Q: 3 clusters Score -94963.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -94964.585938 Penalty: 2265.792236
	Iteration 18Q: 3 clusters Score -94964.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -94965.460938 Penalty: 2265.792236
	Iteration 19Q: 3 clusters Score -94965.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -94965.859375 Penalty: 2265.792236
	Iteration 20F: 3 clusters Score -94965.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Entering Unmasked Estep 
Score: -3212247.000000 Penalty: 1676.149902
	Iteration 0F: 2 clusters Score -3212247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -3192074.250000 Penalty: 3352.299805
	Iteration 0F: 3 clusters Score -3192074 nChanged 13738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -3199998.000000 Penalty: 3352.299805
	Iteration 1F: 3 clusters Score -3199998 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -3200622.250000 Penalty: 3352.299805
	Iteration 2F: 3 clusters Score -3200622 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -3201278.250000 Penalty: 3352.299805
	Iteration 3F: 3 clusters Score -3201278 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -3201976.000000 Penalty: 3352.299805
	Iteration 4F: 3 clusters Score -3201976 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -3202774.750000 Penalty: 3352.299805
	Iteration 5F: 3 clusters Score -3202775 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -3203736.750000 Penalty: 3352.299805
	Iteration 6F: 3 clusters Score -3203737 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -3204819.500000 Penalty: 3352.299805
	Iteration 7F: 3 clusters Score -3204820 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -3206039.250000 Penalty: 3352.299805
	Iteration 8F: 3 clusters Score -3206039 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3207297.000000 Penalty: 3352.299805
	Iteration 9F: 3 clusters Score -3207297 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -3208375.000000 Penalty: 3352.299805
	Iteration 10Q: 3 clusters Score -3208375 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3209194.000000 Penalty: 3352.299805
	Iteration 11Q: 3 clusters Score -3209194 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3209780.500000 Penalty: 3352.299805
	Iteration 12Q: 3 clusters Score -3209780 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3210148.250000 Penalty: 3352.299805
	Iteration 13Q: 3 clusters Score -3210148 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3210415.250000 Penalty: 3352.299805
	Iteration 14Q: 3 clusters Score -3210415 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3210571.750000 Penalty: 3352.299805
	Iteration 15Q: 3 clusters Score -3210572 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3210684.750000 Penalty: 3352.299805
	Iteration 16Q: 3 clusters Score -3210685 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3210760.250000 Penalty: 3352.299805
	Iteration 17Q: 3 clusters Score -3210760 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3210803.500000 Penalty: 3352.299805
	Iteration 18Q: 3 clusters Score -3210804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3210836.250000 Penalty: 3352.299805
	Iteration 19Q: 3 clusters Score -3210836 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3210864.750000 Penalty: 3352.299805
	Iteration 20F: 3 clusters Score -3210865 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3210877.750000 Penalty: 3352.299805
	Iteration 21Q: 3 clusters Score -3210878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3210900.500000 Penalty: 3352.299805
	Iteration 22Q: 3 clusters Score -3210900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3210915.250000 Penalty: 3352.299805
	Iteration 23Q: 3 clusters Score -3210915 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3210923.000000 Penalty: 3352.299805
	Iteration 24Q: 3 clusters Score -3210923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3210929.250000 Penalty: 3352.299805
	Iteration 25Q: 3 clusters Score -3210929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3210936.500000 Penalty: 3352.299805
	Iteration 26Q: 3 clusters Score -3210936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3210941.000000 Penalty: 3352.299805
	Iteration 27Q: 3 clusters Score -3210941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3210950.000000 Penalty: 3352.299805
	Iteration 28Q: 3 clusters Score -3210950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3210954.250000 Penalty: 3352.299805
	Iteration 29Q: 3 clusters Score -3210954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3210954.500000 Penalty: 3352.299805
	Iteration 30Q: 3 clusters Score -3210954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3210955.250000 Penalty: 3352.299805
	Iteration 31Q: 3 clusters Score -3210955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3210959.000000 Penalty: 3352.299805
	Iteration 32Q: 3 clusters Score -3210959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3210959.000000 Penalty: 3352.299805
	Iteration 33F: 3 clusters Score -3210959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -1067314.250000 Penalty: 1502.662598
	Iteration 0F: 2 clusters Score -1067314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1059897.625000 Penalty: 3005.325195
	Iteration 0F: 3 clusters Score -1059898 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1062458.625000 Penalty: 3005.325195
	Iteration 1F: 3 clusters Score -1062459 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1062735.750000 Penalty: 3005.325195
	Iteration 2F: 3 clusters Score -1062736 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1062965.125000 Penalty: 3005.325195
	Iteration 3F: 3 clusters Score -1062965 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1063187.500000 Penalty: 3005.325195
	Iteration 4Q: 3 clusters Score -1063188 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1063402.250000 Penalty: 3005.325195
	Iteration 5Q: 3 clusters Score -1063402 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1063623.250000 Penalty: 3005.325195
	Iteration 6Q: 3 clusters Score -1063623 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1063829.125000 Penalty: 3005.325195
	Iteration 7Q: 3 clusters Score -1063829 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1064012.750000 Penalty: 3005.325195
	Iteration 8Q: 3 clusters Score -1064013 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1064210.625000 Penalty: 3005.325195
	Iteration 9Q: 3 clusters Score -1064211 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1064421.625000 Penalty: 3005.325195
	Iteration 10Q: 3 clusters Score -1064422 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1064662.750000 Penalty: 3005.325195
	Iteration 11Q: 3 clusters Score -1064663 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1064906.625000 Penalty: 3005.325195
	Iteration 12Q: 3 clusters Score -1064907 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1065114.000000 Penalty: 3005.325195
	Iteration 13Q: 3 clusters Score -1065114 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1065315.875000 Penalty: 3005.325195
	Iteration 14Q: 3 clusters Score -1065316 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1065548.250000 Penalty: 3005.325195
	Iteration 15Q: 3 clusters Score -1065548 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1065802.500000 Penalty: 3005.325195
	Iteration 16Q: 3 clusters Score -1065802 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1065951.000000 Penalty: 3005.325195
	Iteration 17Q: 3 clusters Score -1065951 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1066046.750000 Penalty: 3005.325195
	Iteration 18Q: 3 clusters Score -1066047 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1066115.500000 Penalty: 3005.325195
	Iteration 19Q: 3 clusters Score -1066116 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1066191.625000 Penalty: 3005.325195
	Iteration 20F: 3 clusters Score -1066192 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1066251.375000 Penalty: 3005.325195
	Iteration 21Q: 3 clusters Score -1066251 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1066296.000000 Penalty: 3005.325195
	Iteration 22Q: 3 clusters Score -1066296 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1066323.625000 Penalty: 3005.325195
	Iteration 23Q: 3 clusters Score -1066324 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1066342.750000 Penalty: 3005.325195
	Iteration 24Q: 3 clusters Score -1066343 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1066356.000000 Penalty: 3005.325195
	Iteration 25Q: 3 clusters Score -1066356 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1066372.500000 Penalty: 3005.325195
	Iteration 26Q: 3 clusters Score -1066372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1066389.250000 Penalty: 3005.325195
	Iteration 27Q: 3 clusters Score -1066389 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1066400.000000 Penalty: 3005.325195
	Iteration 28Q: 3 clusters Score -1066400 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1066413.125000 Penalty: 3005.325195
	Iteration 29Q: 3 clusters Score -1066413 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1066420.250000 Penalty: 3005.325195
	Iteration 30Q: 3 clusters Score -1066420 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1066431.250000 Penalty: 3005.325195
	Iteration 31Q: 3 clusters Score -1066431 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1066443.625000 Penalty: 3005.325195
	Iteration 32Q: 3 clusters Score -1066444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1066449.750000 Penalty: 3005.325195
	Iteration 33Q: 3 clusters Score -1066450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1066456.250000 Penalty: 3005.325195
	Iteration 34Q: 3 clusters Score -1066456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1066463.000000 Penalty: 3005.325195
	Iteration 35Q: 3 clusters Score -1066463 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1066467.000000 Penalty: 3005.325195
	Iteration 36Q: 3 clusters Score -1066467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1066471.500000 Penalty: 3005.325195
	Iteration 37Q: 3 clusters Score -1066472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1066476.625000 Penalty: 3005.325195
	Iteration 38Q: 3 clusters Score -1066477 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1066479.000000 Penalty: 3005.325195
	Iteration 39Q: 3 clusters Score -1066479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1066484.000000 Penalty: 3005.325195
	Iteration 40F: 3 clusters Score -1066484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1066483.125000 Penalty: 3005.325195
	Iteration 41Q: 3 clusters Score -1066483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1066486.000000 Penalty: 3005.325195
	Iteration 42Q: 3 clusters Score -1066486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1066488.875000 Penalty: 3005.325195
	Iteration 43Q: 3 clusters Score -1066489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1066489.000000 Penalty: 3005.325195
	Iteration 44Q: 3 clusters Score -1066489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1066490.750000 Penalty: 3005.325195
	Iteration 45Q: 3 clusters Score -1066491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1066488.875000 Penalty: 3005.325195
	Iteration 46Q: 3 clusters Score -1066489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1066492.125000 Penalty: 3005.325195
	Iteration 47Q: 3 clusters Score -1066492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1066491.125000 Penalty: 3005.325195
	Iteration 48Q: 3 clusters Score -1066491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1066492.625000 Penalty: 3005.325195
	Iteration 49Q: 3 clusters Score -1066493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1066494.375000 Penalty: 3005.325195
	Iteration 50Q: 3 clusters Score -1066494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1066493.875000 Penalty: 3005.325195
	Iteration 51Q: 3 clusters Score -1066494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1066494.250000 Penalty: 3005.325195
	Iteration 52Q: 3 clusters Score -1066494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1066494.500000 Penalty: 3005.325195
	Iteration 53Q: 3 clusters Score -1066494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1066494.500000 Penalty: 3005.325195
	Iteration 54F: 3 clusters Score -1066494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -81525.750000 Penalty: 1098.567383
	Iteration 0F: 2 clusters Score -81525.75 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 418 members 
Entering Unmasked Estep 
Score: -80216.554688 Penalty: 2197.134766
	Iteration 0F: 3 clusters Score -80216.55 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -80458.445312 Penalty: 2197.134766
	Iteration 1F: 3 clusters Score -80458.45 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -80563.562500 Penalty: 2197.134766
	Iteration 2F: 3 clusters Score -80563.56 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -80610.742188 Penalty: 2197.134766
	Iteration 3Q: 3 clusters Score -80610.74 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -80644.382812 Penalty: 2197.134766
	Iteration 4Q: 3 clusters Score -80644.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -80666.414062 Penalty: 2197.134766
	Iteration 5Q: 3 clusters Score -80666.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -80707.796875 Penalty: 2197.134766
	Iteration 6Q: 3 clusters Score -80707.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -80735.671875 Penalty: 2197.134766
	Iteration 7Q: 3 clusters Score -80735.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -80753.710938 Penalty: 2197.134766
	Iteration 8Q: 3 clusters Score -80753.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -80762.531250 Penalty: 2197.134766
	Iteration 9Q: 3 clusters Score -80762.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -80764.148438 Penalty: 2197.134766
	Iteration 10Q: 3 clusters Score -80764.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -80766.187500 Penalty: 2197.134766
	Iteration 11Q: 3 clusters Score -80766.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -80767.515625 Penalty: 2197.134766
	Iteration 12Q: 3 clusters Score -80767.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -80767.515625 Penalty: 2197.134766
	Iteration 13F: 3 clusters Score -80767.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Entering Unmasked Estep 
Score: -1920155.500000 Penalty: 1596.630371
	Iteration 0F: 2 clusters Score -1920156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1907459.250000 Penalty: 3193.260742
	Iteration 0F: 3 clusters Score -1907459 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1912045.625000 Penalty: 3193.260742
	Iteration 1F: 3 clusters Score -1912046 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1912453.250000 Penalty: 3193.260742
	Iteration 2F: 3 clusters Score -1912453 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1912862.750000 Penalty: 3193.260742
	Iteration 3F: 3 clusters Score -1912863 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1913269.125000 Penalty: 3193.260742
	Iteration 4F: 3 clusters Score -1913269 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1913661.875000 Penalty: 3193.260742
	Iteration 5Q: 3 clusters Score -1913662 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1914050.750000 Penalty: 3193.260742
	Iteration 6Q: 3 clusters Score -1914051 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1914392.250000 Penalty: 3193.260742
	Iteration 7Q: 3 clusters Score -1914392 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1914738.500000 Penalty: 3193.260742
	Iteration 8Q: 3 clusters Score -1914738 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1915054.625000 Penalty: 3193.260742
	Iteration 9Q: 3 clusters Score -1915055 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1915325.750000 Penalty: 3193.260742
	Iteration 10Q: 3 clusters Score -1915326 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1915586.750000 Penalty: 3193.260742
	Iteration 11Q: 3 clusters Score -1915587 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1915891.875000 Penalty: 3193.260742
	Iteration 12Q: 3 clusters Score -1915892 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1916182.750000 Penalty: 3193.260742
	Iteration 13Q: 3 clusters Score -1916183 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1916467.125000 Penalty: 3193.260742
	Iteration 14Q: 3 clusters Score -1916467 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1916722.250000 Penalty: 3193.260742
	Iteration 15Q: 3 clusters Score -1916722 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1916956.625000 Penalty: 3193.260742
	Iteration 16Q: 3 clusters Score -1916957 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1917247.875000 Penalty: 3193.260742
	Iteration 17Q: 3 clusters Score -1917248 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1917532.250000 Penalty: 3193.260742
	Iteration 18Q: 3 clusters Score -1917532 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1917782.375000 Penalty: 3193.260742
	Iteration 19Q: 3 clusters Score -1917782 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1917978.375000 Penalty: 3193.260742
	Iteration 20F: 3 clusters Score -1917978 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1918130.375000 Penalty: 3193.260742
	Iteration 21Q: 3 clusters Score -1918130 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1918239.375000 Penalty: 3193.260742
	Iteration 22Q: 3 clusters Score -1918239 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1918319.125000 Penalty: 3193.260742
	Iteration 23Q: 3 clusters Score -1918319 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1918379.000000 Penalty: 3193.260742
	Iteration 24Q: 3 clusters Score -1918379 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1918412.500000 Penalty: 3193.260742
	Iteration 25Q: 3 clusters Score -1918412 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1918439.750000 Penalty: 3193.260742
	Iteration 26Q: 3 clusters Score -1918440 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1918456.875000 Penalty: 3193.260742
	Iteration 27Q: 3 clusters Score -1918457 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1918468.875000 Penalty: 3193.260742
	Iteration 28Q: 3 clusters Score -1918469 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1918479.375000 Penalty: 3193.260742
	Iteration 29Q: 3 clusters Score -1918479 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1918487.750000 Penalty: 3193.260742
	Iteration 30Q: 3 clusters Score -1918488 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1918496.250000 Penalty: 3193.260742
	Iteration 31Q: 3 clusters Score -1918496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1918501.125000 Penalty: 3193.260742
	Iteration 32Q: 3 clusters Score -1918501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1918504.750000 Penalty: 3193.260742
	Iteration 33Q: 3 clusters Score -1918505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1918512.750000 Penalty: 3193.260742
	Iteration 34Q: 3 clusters Score -1918513 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1918510.625000 Penalty: 3193.260742
	Iteration 35Q: 3 clusters Score -1918511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1918506.000000 Penalty: 3193.260742
	Iteration 36Q: 3 clusters Score -1918506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1918511.500000 Penalty: 3193.260742
	Iteration 37Q: 3 clusters Score -1918512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1918519.125000 Penalty: 3193.260742
	Iteration 38Q: 3 clusters Score -1918519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1918515.750000 Penalty: 3193.260742
	Iteration 39Q: 3 clusters Score -1918516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1918513.250000 Penalty: 3193.260742
	Iteration 40F: 3 clusters Score -1918513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1918513.875000 Penalty: 3193.260742
	Iteration 41Q: 3 clusters Score -1918514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1918520.125000 Penalty: 3193.260742
	Iteration 42Q: 3 clusters Score -1918520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1918520.625000 Penalty: 3193.260742
	Iteration 43Q: 3 clusters Score -1918521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1918518.375000 Penalty: 3193.260742
	Iteration 44Q: 3 clusters Score -1918518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1918518.250000 Penalty: 3193.260742
	Iteration 45Q: 3 clusters Score -1918518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1918520.125000 Penalty: 3193.260742
	Iteration 46Q: 3 clusters Score -1918520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1918522.875000 Penalty: 3193.260742
	Iteration 47Q: 3 clusters Score -1918523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1918525.875000 Penalty: 3193.260742
	Iteration 48Q: 3 clusters Score -1918526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1918529.625000 Penalty: 3193.260742
	Iteration 49Q: 3 clusters Score -1918530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1918528.250000 Penalty: 3193.260742
	Iteration 50Q: 3 clusters Score -1918528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1918530.750000 Penalty: 3193.260742
	Iteration 51Q: 3 clusters Score -1918531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1918528.625000 Penalty: 3193.260742
	Iteration 52Q: 3 clusters Score -1918529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1918531.000000 Penalty: 3193.260742
	Iteration 53Q: 3 clusters Score -1918531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1918531.750000 Penalty: 3193.260742
	Iteration 54Q: 3 clusters Score -1918532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1918531.625000 Penalty: 3193.260742
	Iteration 55Q: 3 clusters Score -1918532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1918530.625000 Penalty: 3193.260742
	Iteration 56Q: 3 clusters Score -1918531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1918531.625000 Penalty: 3193.260742
	Iteration 57Q: 3 clusters Score -1918532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1918529.625000 Penalty: 3193.260742
	Iteration 58Q: 3 clusters Score -1918530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1918529.875000 Penalty: 3193.260742
	Iteration 59Q: 3 clusters Score -1918530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1918528.125000 Penalty: 3193.260742
	Iteration 60F: 3 clusters Score -1918528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1918527.875000 Penalty: 3193.260742
	Iteration 61Q: 3 clusters Score -1918528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1918528.875000 Penalty: 3193.260742
	Iteration 62Q: 3 clusters Score -1918529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1918532.750000 Penalty: 3193.260742
	Iteration 63Q: 3 clusters Score -1918533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1918532.750000 Penalty: 3193.260742
	Iteration 64F: 3 clusters Score -1918533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Entering Unmasked Estep 
Score: -558664.500000 Penalty: 1413.046997
	Iteration 0F: 2 clusters Score -558664.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -554134.375000 Penalty: 2826.093994
	Iteration 0F: 3 clusters Score -554134.4 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -555724.875000 Penalty: 2826.093994
	Iteration 1F: 3 clusters Score -555724.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -556107.187500 Penalty: 2826.093994
	Iteration 2F: 3 clusters Score -556107.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -556454.562500 Penalty: 2826.093994
	Iteration 3F: 3 clusters Score -556454.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -556670.875000 Penalty: 2826.093994
	Iteration 4F: 3 clusters Score -556670.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -556803.625000 Penalty: 2826.093994
	Iteration 5Q: 3 clusters Score -556803.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -556901.125000 Penalty: 2826.093994
	Iteration 6Q: 3 clusters Score -556901.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -556978.812500 Penalty: 2826.093994
	Iteration 7Q: 3 clusters Score -556978.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -557041.125000 Penalty: 2826.093994
	Iteration 8Q: 3 clusters Score -557041.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -557088.875000 Penalty: 2826.093994
	Iteration 9Q: 3 clusters Score -557088.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -557129.875000 Penalty: 2826.093994
	Iteration 10Q: 3 clusters Score -557129.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -557168.562500 Penalty: 2826.093994
	Iteration 11Q: 3 clusters Score -557168.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -557201.312500 Penalty: 2826.093994
	Iteration 12Q: 3 clusters Score -557201.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -557236.812500 Penalty: 2826.093994
	Iteration 13Q: 3 clusters Score -557236.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -557273.812500 Penalty: 2826.093994
	Iteration 14Q: 3 clusters Score -557273.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -557303.687500 Penalty: 2826.093994
	Iteration 15Q: 3 clusters Score -557303.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -557346.687500 Penalty: 2826.093994
	Iteration 16Q: 3 clusters Score -557346.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -557384.687500 Penalty: 2826.093994
	Iteration 17Q: 3 clusters Score -557384.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -557426.812500 Penalty: 2826.093994
	Iteration 18Q: 3 clusters Score -557426.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -557461.375000 Penalty: 2826.093994
	Iteration 19Q: 3 clusters Score -557461.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -557490.625000 Penalty: 2826.093994
	Iteration 20F: 3 clusters Score -557490.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -557514.000000 Penalty: 2826.093994
	Iteration 21Q: 3 clusters Score -557514 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -557535.812500 Penalty: 2826.093994
	Iteration 22Q: 3 clusters Score -557535.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -557560.187500 Penalty: 2826.093994
	Iteration 23Q: 3 clusters Score -557560.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -557584.062500 Penalty: 2826.093994
	Iteration 24Q: 3 clusters Score -557584.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -557606.375000 Penalty: 2826.093994
	Iteration 25Q: 3 clusters Score -557606.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -557627.875000 Penalty: 2826.093994
	Iteration 26Q: 3 clusters Score -557627.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -557642.312500 Penalty: 2826.093994
	Iteration 27Q: 3 clusters Score -557642.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -557656.500000 Penalty: 2826.093994
	Iteration 28Q: 3 clusters Score -557656.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -557668.312500 Penalty: 2826.093994
	Iteration 29Q: 3 clusters Score -557668.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -557681.000000 Penalty: 2826.093994
	Iteration 30Q: 3 clusters Score -557681 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -557697.000000 Penalty: 2826.093994
	Iteration 31Q: 3 clusters Score -557697 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -557711.375000 Penalty: 2826.093994
	Iteration 32Q: 3 clusters Score -557711.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -557723.937500 Penalty: 2826.093994
	Iteration 33Q: 3 clusters Score -557723.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -557737.000000 Penalty: 2826.093994
	Iteration 34Q: 3 clusters Score -557737 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -557746.437500 Penalty: 2826.093994
	Iteration 35Q: 3 clusters Score -557746.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -557757.000000 Penalty: 2826.093994
	Iteration 36Q: 3 clusters Score -557757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -557762.500000 Penalty: 2826.093994
	Iteration 37Q: 3 clusters Score -557762.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -557774.375000 Penalty: 2826.093994
	Iteration 38Q: 3 clusters Score -557774.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -557778.125000 Penalty: 2826.093994
	Iteration 39Q: 3 clusters Score -557778.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -557783.187500 Penalty: 2826.093994
	Iteration 40F: 3 clusters Score -557783.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -557790.000000 Penalty: 2826.093994
	Iteration 41Q: 3 clusters Score -557790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -557800.312500 Penalty: 2826.093994
	Iteration 42Q: 3 clusters Score -557800.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -557808.937500 Penalty: 2826.093994
	Iteration 43Q: 3 clusters Score -557808.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -557816.562500 Penalty: 2826.093994
	Iteration 44Q: 3 clusters Score -557816.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -557821.000000 Penalty: 2826.093994
	Iteration 45Q: 3 clusters Score -557821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -557823.750000 Penalty: 2826.093994
	Iteration 46Q: 3 clusters Score -557823.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -557825.937500 Penalty: 2826.093994
	Iteration 47Q: 3 clusters Score -557825.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -557831.937500 Penalty: 2826.093994
	Iteration 48Q: 3 clusters Score -557831.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -557838.000000 Penalty: 2826.093994
	Iteration 49Q: 3 clusters Score -557838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -557839.687500 Penalty: 2826.093994
	Iteration 50Q: 3 clusters Score -557839.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -557841.125000 Penalty: 2826.093994
	Iteration 51Q: 3 clusters Score -557841.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -557843.875000 Penalty: 2826.093994
	Iteration 52Q: 3 clusters Score -557843.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -557844.687500 Penalty: 2826.093994
	Iteration 53Q: 3 clusters Score -557844.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -557847.312500 Penalty: 2826.093994
	Iteration 54Q: 3 clusters Score -557847.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -557849.937500 Penalty: 2826.093994
	Iteration 55Q: 3 clusters Score -557849.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -557851.312500 Penalty: 2826.093994
	Iteration 56Q: 3 clusters Score -557851.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -557852.875000 Penalty: 2826.093994
	Iteration 57Q: 3 clusters Score -557852.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -557856.312500 Penalty: 2826.093994
	Iteration 58Q: 3 clusters Score -557856.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -557856.500000 Penalty: 2826.093994
	Iteration 59Q: 3 clusters Score -557856.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -557858.812500 Penalty: 2826.093994
	Iteration 60F: 3 clusters Score -557858.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -557858.937500 Penalty: 2826.093994
	Iteration 61Q: 3 clusters Score -557858.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -557858.937500 Penalty: 2826.093994
	Iteration 62F: 3 clusters Score -557858.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Entering Unmasked Estep 
Score: -186984.015625 Penalty: 1210.543457
	Iteration 0F: 2 clusters Score -186984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -185060.843750 Penalty: 2421.086914
	Iteration 0F: 3 clusters Score -185060.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -185454.750000 Penalty: 2421.086914
	Iteration 1F: 3 clusters Score -185454.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -185537.156250 Penalty: 2421.086914
	Iteration 2F: 3 clusters Score -185537.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -185578.921875 Penalty: 2421.086914
	Iteration 3Q: 3 clusters Score -185578.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -185600.843750 Penalty: 2421.086914
	Iteration 4Q: 3 clusters Score -185600.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -185622.312500 Penalty: 2421.086914
	Iteration 5Q: 3 clusters Score -185622.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -185640.187500 Penalty: 2421.086914
	Iteration 6Q: 3 clusters Score -185640.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -185648.531250 Penalty: 2421.086914
	Iteration 7Q: 3 clusters Score -185648.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -185654.125000 Penalty: 2421.086914
	Iteration 8Q: 3 clusters Score -185654.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -185659.218750 Penalty: 2421.086914
	Iteration 9Q: 3 clusters Score -185659.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -185662.593750 Penalty: 2421.086914
	Iteration 10Q: 3 clusters Score -185662.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -185665.375000 Penalty: 2421.086914
	Iteration 11Q: 3 clusters Score -185665.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -185666.250000 Penalty: 2421.086914
	Iteration 12Q: 3 clusters Score -185666.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -185667.906250 Penalty: 2421.086914
	Iteration 13Q: 3 clusters Score -185667.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -185669.046875 Penalty: 2421.086914
	Iteration 14Q: 3 clusters Score -185669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -185669.656250 Penalty: 2421.086914
	Iteration 15Q: 3 clusters Score -185669.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -185669.656250 Penalty: 2421.086914
	Iteration 16F: 3 clusters Score -185669.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Entering Unmasked Estep 
Score: -607019.500000 Penalty: 1402.662842
	Iteration 0F: 2 clusters Score -607019.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -602676.812500 Penalty: 2805.325684
	Iteration 0F: 3 clusters Score -602676.8 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -603850.000000 Penalty: 2805.325684
	Iteration 1F: 3 clusters Score -603850 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -604008.437500 Penalty: 2805.325684
	Iteration 2F: 3 clusters Score -604008.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -604106.437500 Penalty: 2805.325684
	Iteration 3Q: 3 clusters Score -604106.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -604200.937500 Penalty: 2805.325684
	Iteration 4Q: 3 clusters Score -604200.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -604291.250000 Penalty: 2805.325684
	Iteration 5Q: 3 clusters Score -604291.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -604364.562500 Penalty: 2805.325684
	Iteration 6Q: 3 clusters Score -604364.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -604438.687500 Penalty: 2805.325684
	Iteration 7Q: 3 clusters Score -604438.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -604511.000000 Penalty: 2805.325684
	Iteration 8Q: 3 clusters Score -604511 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -604605.750000 Penalty: 2805.325684
	Iteration 9Q: 3 clusters Score -604605.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -604704.937500 Penalty: 2805.325684
	Iteration 10Q: 3 clusters Score -604704.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -604804.812500 Penalty: 2805.325684
	Iteration 11Q: 3 clusters Score -604804.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -604928.562500 Penalty: 2805.325684
	Iteration 12Q: 3 clusters Score -604928.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -605077.750000 Penalty: 2805.325684
	Iteration 13Q: 3 clusters Score -605077.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -605235.250000 Penalty: 2805.325684
	Iteration 14Q: 3 clusters Score -605235.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -605354.187500 Penalty: 2805.325684
	Iteration 15Q: 3 clusters Score -605354.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -605449.000000 Penalty: 2805.325684
	Iteration 16Q: 3 clusters Score -605449 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -605530.125000 Penalty: 2805.325684
	Iteration 17Q: 3 clusters Score -605530.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -605599.187500 Penalty: 2805.325684
	Iteration 18Q: 3 clusters Score -605599.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -605653.875000 Penalty: 2805.325684
	Iteration 19Q: 3 clusters Score -605653.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -605687.000000 Penalty: 2805.325684
	Iteration 20F: 3 clusters Score -605687 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -605723.937500 Penalty: 2805.325684
	Iteration 21Q: 3 clusters Score -605723.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -605757.000000 Penalty: 2805.325684
	Iteration 22Q: 3 clusters Score -605757 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -605794.375000 Penalty: 2805.325684
	Iteration 23Q: 3 clusters Score -605794.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -605822.125000 Penalty: 2805.325684
	Iteration 24Q: 3 clusters Score -605822.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -605833.375000 Penalty: 2805.325684
	Iteration 25Q: 3 clusters Score -605833.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -605845.187500 Penalty: 2805.325684
	Iteration 26Q: 3 clusters Score -605845.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -605856.062500 Penalty: 2805.325684
	Iteration 27Q: 3 clusters Score -605856.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -605869.750000 Penalty: 2805.325684
	Iteration 28Q: 3 clusters Score -605869.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -605879.187500 Penalty: 2805.325684
	Iteration 29Q: 3 clusters Score -605879.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -605883.625000 Penalty: 2805.325684
	Iteration 30Q: 3 clusters Score -605883.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -605884.937500 Penalty: 2805.325684
	Iteration 31Q: 3 clusters Score -605884.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -605886.437500 Penalty: 2805.325684
	Iteration 32Q: 3 clusters Score -605886.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -605890.375000 Penalty: 2805.325684
	Iteration 33Q: 3 clusters Score -605890.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -605894.125000 Penalty: 2805.325684
	Iteration 34Q: 3 clusters Score -605894.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -605895.562500 Penalty: 2805.325684
	Iteration 35Q: 3 clusters Score -605895.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -605898.187500 Penalty: 2805.325684
	Iteration 36Q: 3 clusters Score -605898.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -605898.625000 Penalty: 2805.325684
	Iteration 37Q: 3 clusters Score -605898.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -605901.125000 Penalty: 2805.325684
	Iteration 38Q: 3 clusters Score -605901.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -605903.312500 Penalty: 2805.325684
	Iteration 39Q: 3 clusters Score -605903.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -605904.437500 Penalty: 2805.325684
	Iteration 40F: 3 clusters Score -605904.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -605905.437500 Penalty: 2805.325684
	Iteration 41Q: 3 clusters Score -605905.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -605906.937500 Penalty: 2805.325684
	Iteration 42Q: 3 clusters Score -605906.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -605907.375000 Penalty: 2805.325684
	Iteration 43Q: 3 clusters Score -605907.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -605907.375000 Penalty: 2805.325684
	Iteration 44Q: 3 clusters Score -605907.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -605906.625000 Penalty: 2805.325684
	Iteration 45Q: 3 clusters Score -605906.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -605906.625000 Penalty: 2805.325684
	Iteration 46F: 3 clusters Score -605906.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Entering Unmasked Estep 
Score: -374048.187500 Penalty: 1333.036987
	Iteration 0F: 2 clusters Score -374048.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -370933.250000 Penalty: 2666.073975
	Iteration 0F: 3 clusters Score -370933.2 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -371740.281250 Penalty: 2666.073975
	Iteration 1F: 3 clusters Score -371740.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -371875.625000 Penalty: 2666.073975
	Iteration 2F: 3 clusters Score -371875.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -371963.562500 Penalty: 2666.073975
	Iteration 3Q: 3 clusters Score -371963.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -372023.656250 Penalty: 2666.073975
	Iteration 4Q: 3 clusters Score -372023.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -372079.437500 Penalty: 2666.073975
	Iteration 5Q: 3 clusters Score -372079.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -372132.093750 Penalty: 2666.073975
	Iteration 6Q: 3 clusters Score -372132.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -372190.156250 Penalty: 2666.073975
	Iteration 7Q: 3 clusters Score -372190.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -372250.156250 Penalty: 2666.073975
	Iteration 8Q: 3 clusters Score -372250.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -372325.531250 Penalty: 2666.073975
	Iteration 9Q: 3 clusters Score -372325.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -372405.875000 Penalty: 2666.073975
	Iteration 10Q: 3 clusters Score -372405.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -372468.187500 Penalty: 2666.073975
	Iteration 11Q: 3 clusters Score -372468.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -372516.031250 Penalty: 2666.073975
	Iteration 12Q: 3 clusters Score -372516 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -372564.718750 Penalty: 2666.073975
	Iteration 13Q: 3 clusters Score -372564.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -372606.218750 Penalty: 2666.073975
	Iteration 14Q: 3 clusters Score -372606.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -372635.218750 Penalty: 2666.073975
	Iteration 15Q: 3 clusters Score -372635.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -372663.843750 Penalty: 2666.073975
	Iteration 16Q: 3 clusters Score -372663.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -372694.781250 Penalty: 2666.073975
	Iteration 17Q: 3 clusters Score -372694.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -372718.250000 Penalty: 2666.073975
	Iteration 18Q: 3 clusters Score -372718.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -372730.312500 Penalty: 2666.073975
	Iteration 19Q: 3 clusters Score -372730.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -372737.687500 Penalty: 2666.073975
	Iteration 20F: 3 clusters Score -372737.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -372748.093750 Penalty: 2666.073975
	Iteration 21Q: 3 clusters Score -372748.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -372764.187500 Penalty: 2666.073975
	Iteration 22Q: 3 clusters Score -372764.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -372778.125000 Penalty: 2666.073975
	Iteration 23Q: 3 clusters Score -372778.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -372785.781250 Penalty: 2666.073975
	Iteration 24Q: 3 clusters Score -372785.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -372794.125000 Penalty: 2666.073975
	Iteration 25Q: 3 clusters Score -372794.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -372801.125000 Penalty: 2666.073975
	Iteration 26Q: 3 clusters Score -372801.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -372809.906250 Penalty: 2666.073975
	Iteration 27Q: 3 clusters Score -372809.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -372817.218750 Penalty: 2666.073975
	Iteration 28Q: 3 clusters Score -372817.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -372820.656250 Penalty: 2666.073975
	Iteration 29Q: 3 clusters Score -372820.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -372829.593750 Penalty: 2666.073975
	Iteration 30Q: 3 clusters Score -372829.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -372838.375000 Penalty: 2666.073975
	Iteration 31Q: 3 clusters Score -372838.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -372847.750000 Penalty: 2666.073975
	Iteration 32Q: 3 clusters Score -372847.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -372864.000000 Penalty: 2666.073975
	Iteration 33Q: 3 clusters Score -372864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -372875.343750 Penalty: 2666.073975
	Iteration 34Q: 3 clusters Score -372875.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -372882.750000 Penalty: 2666.073975
	Iteration 35Q: 3 clusters Score -372882.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -372886.593750 Penalty: 2666.073975
	Iteration 36Q: 3 clusters Score -372886.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -372894.093750 Penalty: 2666.073975
	Iteration 37Q: 3 clusters Score -372894.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -372901.437500 Penalty: 2666.073975
	Iteration 38Q: 3 clusters Score -372901.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -372904.843750 Penalty: 2666.073975
	Iteration 39Q: 3 clusters Score -372904.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -372909.656250 Penalty: 2666.073975
	Iteration 40F: 3 clusters Score -372909.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -372911.343750 Penalty: 2666.073975
	Iteration 41Q: 3 clusters Score -372911.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -372912.156250 Penalty: 2666.073975
	Iteration 42Q: 3 clusters Score -372912.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -372913.218750 Penalty: 2666.073975
	Iteration 43Q: 3 clusters Score -372913.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -372913.062500 Penalty: 2666.073975
	Iteration 44Q: 3 clusters Score -372913.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -372913.062500 Penalty: 2666.073975
	Iteration 45F: 3 clusters Score -372913.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Entering Unmasked Estep 
Score: -742484.562500 Penalty: 1438.975830
	Iteration 0F: 2 clusters Score -742484.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -737200.375000 Penalty: 2877.951660
	Iteration 0F: 3 clusters Score -737200.4 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -738701.625000 Penalty: 2877.951660
	Iteration 1F: 3 clusters Score -738701.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -738929.187500 Penalty: 2877.951660
	Iteration 2F: 3 clusters Score -738929.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -739119.687500 Penalty: 2877.951660
	Iteration 3F: 3 clusters Score -739119.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -739320.625000 Penalty: 2877.951660
	Iteration 4F: 3 clusters Score -739320.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -739547.562500 Penalty: 2877.951660
	Iteration 5F: 3 clusters Score -739547.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -739778.500000 Penalty: 2877.951660
	Iteration 6F: 3 clusters Score -739778.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -740042.000000 Penalty: 2877.951660
	Iteration 7F: 3 clusters Score -740042 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -740293.687500 Penalty: 2877.951660
	Iteration 8Q: 3 clusters Score -740293.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -740525.312500 Penalty: 2877.951660
	Iteration 9Q: 3 clusters Score -740525.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -740781.937500 Penalty: 2877.951660
	Iteration 10Q: 3 clusters Score -740781.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -740962.125000 Penalty: 2877.951660
	Iteration 11Q: 3 clusters Score -740962.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -741094.375000 Penalty: 2877.951660
	Iteration 12Q: 3 clusters Score -741094.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -741177.937500 Penalty: 2877.951660
	Iteration 13Q: 3 clusters Score -741177.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -741221.812500 Penalty: 2877.951660
	Iteration 14Q: 3 clusters Score -741221.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -741250.875000 Penalty: 2877.951660
	Iteration 15Q: 3 clusters Score -741250.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -741269.687500 Penalty: 2877.951660
	Iteration 16Q: 3 clusters Score -741269.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -741275.500000 Penalty: 2877.951660
	Iteration 17Q: 3 clusters Score -741275.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -741284.812500 Penalty: 2877.951660
	Iteration 18Q: 3 clusters Score -741284.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -741287.562500 Penalty: 2877.951660
	Iteration 19Q: 3 clusters Score -741287.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -741290.125000 Penalty: 2877.951660
	Iteration 20F: 3 clusters Score -741290.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -741291.000000 Penalty: 2877.951660
	Iteration 21Q: 3 clusters Score -741291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -741291.062500 Penalty: 2877.951660
	Iteration 22Q: 3 clusters Score -741291.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -741291.375000 Penalty: 2877.951660
	Iteration 23Q: 3 clusters Score -741291.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -741291.375000 Penalty: 2877.951660
	Iteration 24F: 3 clusters Score -741291.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -30245.855469 Penalty: 935.308105
	Iteration 0F: 2 clusters Score -30245.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29377.953125 Penalty: 1870.616211
	Iteration 0F: 3 clusters Score -29377.95 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29513.888672 Penalty: 1870.616211
	Iteration 1F: 3 clusters Score -29513.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29544.492188 Penalty: 1870.616211
	Iteration 2Q: 3 clusters Score -29544.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29553.345703 Penalty: 1870.616211
	Iteration 3Q: 3 clusters Score -29553.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29566.888672 Penalty: 1870.616211
	Iteration 4Q: 3 clusters Score -29566.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -29576.574219 Penalty: 1870.616211
	Iteration 5Q: 3 clusters Score -29576.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -29587.369141 Penalty: 1870.616211
	Iteration 6Q: 3 clusters Score -29587.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29592.464844 Penalty: 1870.616211
	Iteration 7Q: 3 clusters Score -29592.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -29593.746094 Penalty: 1870.616211
	Iteration 8Q: 3 clusters Score -29593.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -29593.746094 Penalty: 1870.616211
	Iteration 9F: 3 clusters Score -29593.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Entering Unmasked Estep 
Score: -131794.078125 Penalty: 1165.394165
	Iteration 0F: 2 clusters Score -131794.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -130158.312500 Penalty: 2330.788330
	Iteration 0F: 3 clusters Score -130158.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -130429.523438 Penalty: 2330.788330
	Iteration 1F: 3 clusters Score -130429.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -130542.171875 Penalty: 2330.788330
	Iteration 2F: 3 clusters Score -130542.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -130601.687500 Penalty: 2330.788330
	Iteration 3Q: 3 clusters Score -130601.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -130645.242188 Penalty: 2330.788330
	Iteration 4Q: 3 clusters Score -130645.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -130671.335938 Penalty: 2330.788330
	Iteration 5Q: 3 clusters Score -130671.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -130685.695312 Penalty: 2330.788330
	Iteration 6Q: 3 clusters Score -130685.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -130694.257812 Penalty: 2330.788330
	Iteration 7Q: 3 clusters Score -130694.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -130708.750000 Penalty: 2330.788330
	Iteration 8Q: 3 clusters Score -130708.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -130729.718750 Penalty: 2330.788330
	Iteration 9Q: 3 clusters Score -130729.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -130759.906250 Penalty: 2330.788330
	Iteration 10Q: 3 clusters Score -130759.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -130790.820312 Penalty: 2330.788330
	Iteration 11Q: 3 clusters Score -130790.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -130850.523438 Penalty: 2330.788330
	Iteration 12Q: 3 clusters Score -130850.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -130921.500000 Penalty: 2330.788330
	Iteration 13Q: 3 clusters Score -130921.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -131006.421875 Penalty: 2330.788330
	Iteration 14Q: 3 clusters Score -131006.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -131087.546875 Penalty: 2330.788330
	Iteration 15Q: 3 clusters Score -131087.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -131137.953125 Penalty: 2330.788330
	Iteration 16Q: 3 clusters Score -131138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -131177.984375 Penalty: 2330.788330
	Iteration 17Q: 3 clusters Score -131178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -131194.718750 Penalty: 2330.788330
	Iteration 18Q: 3 clusters Score -131194.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -131205.093750 Penalty: 2330.788330
	Iteration 19Q: 3 clusters Score -131205.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -131210.625000 Penalty: 2330.788330
	Iteration 20F: 3 clusters Score -131210.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -131212.593750 Penalty: 2330.788330
	Iteration 21Q: 3 clusters Score -131212.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -131214.703125 Penalty: 2330.788330
	Iteration 22Q: 3 clusters Score -131214.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -131217.156250 Penalty: 2330.788330
	Iteration 23Q: 3 clusters Score -131217.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -131218.953125 Penalty: 2330.788330
	Iteration 24Q: 3 clusters Score -131219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -131220.562500 Penalty: 2330.788330
	Iteration 25Q: 3 clusters Score -131220.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -131221.359375 Penalty: 2330.788330
	Iteration 26Q: 3 clusters Score -131221.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -131222.265625 Penalty: 2330.788330
	Iteration 27Q: 3 clusters Score -131222.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -131222.625000 Penalty: 2330.788330
	Iteration 28Q: 3 clusters Score -131222.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -131222.859375 Penalty: 2330.788330
	Iteration 29Q: 3 clusters Score -131222.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -131222.859375 Penalty: 2330.788330
	Iteration 30F: 3 clusters Score -131222.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -12066.011719 Penalty: 843.855530
	Iteration 0F: 2 clusters Score -12066.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11408.136719 Penalty: 1687.711060
	Iteration 0F: 3 clusters Score -11408.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11523.979492 Penalty: 1687.711060
	Iteration 1F: 3 clusters Score -11523.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11567.236328 Penalty: 1687.711060
	Iteration 2Q: 3 clusters Score -11567.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11589.657227 Penalty: 1687.711060
	Iteration 3Q: 3 clusters Score -11589.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11596.726562 Penalty: 1687.711060
	Iteration 4Q: 3 clusters Score -11596.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11597.369141 Penalty: 1687.711060
	Iteration 5Q: 3 clusters Score -11597.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11599.648438 Penalty: 1687.711060
	Iteration 6Q: 3 clusters Score -11599.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11600.745117 Penalty: 1687.711060
	Iteration 7Q: 3 clusters Score -11600.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11600.745117 Penalty: 1687.711060
	Iteration 8F: 3 clusters Score -11600.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -29406.968750 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -29406.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28515.875000 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -28515.88 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28626.080078 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -28626.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28676.021484 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -28676.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28687.345703 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -28687.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28691.667969 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -28691.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28697.476562 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -28697.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28707.839844 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -28707.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28713.431641 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -28713.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28716.767578 Penalty: 1890.561035
	Iteration 8Q: 3 clusters Score -28716.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28718.882812 Penalty: 1890.561035
	Iteration 9Q: 3 clusters Score -28718.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28722.859375 Penalty: 1890.561035
	Iteration 10Q: 3 clusters Score -28722.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -28727.941406 Penalty: 1890.561035
	Iteration 11Q: 3 clusters Score -28727.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -28731.617188 Penalty: 1890.561035
	Iteration 12Q: 3 clusters Score -28731.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28732.976562 Penalty: 1890.561035
	Iteration 13Q: 3 clusters Score -28732.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28732.976562 Penalty: 1890.561035
	Iteration 14F: 3 clusters Score -28732.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Entering Unmasked Estep 
Score: -601301.625000 Penalty: 1420.382812
	Iteration 0F: 2 clusters Score -601301.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -596531.687500 Penalty: 2840.765625
	Iteration 0F: 3 clusters Score -596531.7 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -598010.125000 Penalty: 2840.765625
	Iteration 1F: 3 clusters Score -598010.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -598244.562500 Penalty: 2840.765625
	Iteration 2F: 3 clusters Score -598244.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -598403.000000 Penalty: 2840.765625
	Iteration 3F: 3 clusters Score -598403 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -598539.562500 Penalty: 2840.765625
	Iteration 4Q: 3 clusters Score -598539.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -598668.125000 Penalty: 2840.765625
	Iteration 5Q: 3 clusters Score -598668.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -598814.562500 Penalty: 2840.765625
	Iteration 6Q: 3 clusters Score -598814.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -598951.312500 Penalty: 2840.765625
	Iteration 7Q: 3 clusters Score -598951.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -599091.312500 Penalty: 2840.765625
	Iteration 8Q: 3 clusters Score -599091.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -599229.500000 Penalty: 2840.765625
	Iteration 9Q: 3 clusters Score -599229.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -599365.562500 Penalty: 2840.765625
	Iteration 10Q: 3 clusters Score -599365.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -599496.312500 Penalty: 2840.765625
	Iteration 11Q: 3 clusters Score -599496.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -599619.875000 Penalty: 2840.765625
	Iteration 12Q: 3 clusters Score -599619.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -599740.250000 Penalty: 2840.765625
	Iteration 13Q: 3 clusters Score -599740.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -599836.687500 Penalty: 2840.765625
	Iteration 14Q: 3 clusters Score -599836.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -599906.687500 Penalty: 2840.765625
	Iteration 15Q: 3 clusters Score -599906.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -599956.812500 Penalty: 2840.765625
	Iteration 16Q: 3 clusters Score -599956.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -599996.937500 Penalty: 2840.765625
	Iteration 17Q: 3 clusters Score -599996.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -600039.000000 Penalty: 2840.765625
	Iteration 18Q: 3 clusters Score -600039 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -600068.312500 Penalty: 2840.765625
	Iteration 19Q: 3 clusters Score -600068.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -600093.187500 Penalty: 2840.765625
	Iteration 20F: 3 clusters Score -600093.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -600110.187500 Penalty: 2840.765625
	Iteration 21Q: 3 clusters Score -600110.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -600118.750000 Penalty: 2840.765625
	Iteration 22Q: 3 clusters Score -600118.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -600129.125000 Penalty: 2840.765625
	Iteration 23Q: 3 clusters Score -600129.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -600143.125000 Penalty: 2840.765625
	Iteration 24Q: 3 clusters Score -600143.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -600154.062500 Penalty: 2840.765625
	Iteration 25Q: 3 clusters Score -600154.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -600165.000000 Penalty: 2840.765625
	Iteration 26Q: 3 clusters Score -600165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -600173.437500 Penalty: 2840.765625
	Iteration 27Q: 3 clusters Score -600173.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -600183.437500 Penalty: 2840.765625
	Iteration 28Q: 3 clusters Score -600183.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -600189.062500 Penalty: 2840.765625
	Iteration 29Q: 3 clusters Score -600189.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -600192.812500 Penalty: 2840.765625
	Iteration 30Q: 3 clusters Score -600192.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -600202.375000 Penalty: 2840.765625
	Iteration 31Q: 3 clusters Score -600202.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -600214.250000 Penalty: 2840.765625
	Iteration 32Q: 3 clusters Score -600214.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -600221.625000 Penalty: 2840.765625
	Iteration 33Q: 3 clusters Score -600221.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -600224.187500 Penalty: 2840.765625
	Iteration 34Q: 3 clusters Score -600224.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -600231.125000 Penalty: 2840.765625
	Iteration 35Q: 3 clusters Score -600231.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -600236.625000 Penalty: 2840.765625
	Iteration 36Q: 3 clusters Score -600236.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -600240.250000 Penalty: 2840.765625
	Iteration 37Q: 3 clusters Score -600240.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -600246.250000 Penalty: 2840.765625
	Iteration 38Q: 3 clusters Score -600246.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -600253.500000 Penalty: 2840.765625
	Iteration 39Q: 3 clusters Score -600253.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -600256.375000 Penalty: 2840.765625
	Iteration 40F: 3 clusters Score -600256.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -600261.000000 Penalty: 2840.765625
	Iteration 41Q: 3 clusters Score -600261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -600262.625000 Penalty: 2840.765625
	Iteration 42Q: 3 clusters Score -600262.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -600266.125000 Penalty: 2840.765625
	Iteration 43Q: 3 clusters Score -600266.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -600267.562500 Penalty: 2840.765625
	Iteration 44Q: 3 clusters Score -600267.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -600268.062500 Penalty: 2840.765625
	Iteration 45Q: 3 clusters Score -600268.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -600268.062500 Penalty: 2840.765625
	Iteration 46F: 3 clusters Score -600268.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Entering Unmasked Estep 
Score: -536354.312500 Penalty: 1388.941895
	Iteration 0F: 2 clusters Score -536354.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -532218.812500 Penalty: 2777.883789
	Iteration 0F: 3 clusters Score -532218.8 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -533492.625000 Penalty: 2777.883789
	Iteration 1F: 3 clusters Score -533492.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -533735.875000 Penalty: 2777.883789
	Iteration 2F: 3 clusters Score -533735.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -533971.062500 Penalty: 2777.883789
	Iteration 3F: 3 clusters Score -533971.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -534172.625000 Penalty: 2777.883789
	Iteration 4F: 3 clusters Score -534172.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -534361.687500 Penalty: 2777.883789
	Iteration 5F: 3 clusters Score -534361.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -534519.750000 Penalty: 2777.883789
	Iteration 6Q: 3 clusters Score -534519.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -534659.000000 Penalty: 2777.883789
	Iteration 7Q: 3 clusters Score -534659 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -534791.625000 Penalty: 2777.883789
	Iteration 8Q: 3 clusters Score -534791.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -534953.562500 Penalty: 2777.883789
	Iteration 9Q: 3 clusters Score -534953.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -535076.312500 Penalty: 2777.883789
	Iteration 10Q: 3 clusters Score -535076.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -535188.812500 Penalty: 2777.883789
	Iteration 11Q: 3 clusters Score -535188.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -535261.187500 Penalty: 2777.883789
	Iteration 12Q: 3 clusters Score -535261.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -535303.250000 Penalty: 2777.883789
	Iteration 13Q: 3 clusters Score -535303.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -535337.187500 Penalty: 2777.883789
	Iteration 14Q: 3 clusters Score -535337.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -535357.187500 Penalty: 2777.883789
	Iteration 15Q: 3 clusters Score -535357.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -535370.625000 Penalty: 2777.883789
	Iteration 16Q: 3 clusters Score -535370.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -535382.437500 Penalty: 2777.883789
	Iteration 17Q: 3 clusters Score -535382.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -535389.187500 Penalty: 2777.883789
	Iteration 18Q: 3 clusters Score -535389.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -535394.250000 Penalty: 2777.883789
	Iteration 19Q: 3 clusters Score -535394.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -535396.625000 Penalty: 2777.883789
	Iteration 20F: 3 clusters Score -535396.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -535401.937500 Penalty: 2777.883789
	Iteration 21Q: 3 clusters Score -535401.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -535405.125000 Penalty: 2777.883789
	Iteration 22Q: 3 clusters Score -535405.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -535406.125000 Penalty: 2777.883789
	Iteration 23Q: 3 clusters Score -535406.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -535408.562500 Penalty: 2777.883789
	Iteration 24Q: 3 clusters Score -535408.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -535409.687500 Penalty: 2777.883789
	Iteration 25Q: 3 clusters Score -535409.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -535410.187500 Penalty: 2777.883789
	Iteration 26Q: 3 clusters Score -535410.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -535410.437500 Penalty: 2777.883789
	Iteration 27Q: 3 clusters Score -535410.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -535410.625000 Penalty: 2777.883789
	Iteration 28Q: 3 clusters Score -535410.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -535410.687500 Penalty: 2777.883789
	Iteration 29Q: 3 clusters Score -535410.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -535410.562500 Penalty: 2777.883789
	Iteration 30Q: 3 clusters Score -535410.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -535410.687500 Penalty: 2777.883789
	Iteration 31Q: 3 clusters Score -535410.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -535410.500000 Penalty: 2777.883789
	Iteration 32Q: 3 clusters Score -535410.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -535410.500000 Penalty: 2777.883789
	Iteration 33F: 3 clusters Score -535410.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -118157.562500 Penalty: 1145.785767
	Iteration 0F: 2 clusters Score -118157.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -116611.835938 Penalty: 2291.571533
	Iteration 0F: 3 clusters Score -116611.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -116885.304688 Penalty: 2291.571533
	Iteration 1F: 3 clusters Score -116885.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -116956.210938 Penalty: 2291.571533
	Iteration 2F: 3 clusters Score -116956.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -117005.398438 Penalty: 2291.571533
	Iteration 3Q: 3 clusters Score -117005.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -117038.117188 Penalty: 2291.571533
	Iteration 4Q: 3 clusters Score -117038.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -117064.320312 Penalty: 2291.571533
	Iteration 5Q: 3 clusters Score -117064.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -117075.203125 Penalty: 2291.571533
	Iteration 6Q: 3 clusters Score -117075.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -117086.710938 Penalty: 2291.571533
	Iteration 7Q: 3 clusters Score -117086.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -117096.539062 Penalty: 2291.571533
	Iteration 8Q: 3 clusters Score -117096.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -117105.437500 Penalty: 2291.571533
	Iteration 9Q: 3 clusters Score -117105.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -117112.273438 Penalty: 2291.571533
	Iteration 10Q: 3 clusters Score -117112.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -117118.460938 Penalty: 2291.571533
	Iteration 11Q: 3 clusters Score -117118.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -117121.937500 Penalty: 2291.571533
	Iteration 12Q: 3 clusters Score -117121.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -117122.187500 Penalty: 2291.571533
	Iteration 13Q: 3 clusters Score -117122.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -117122.187500 Penalty: 2291.571533
	Iteration 14F: 3 clusters Score -117122.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Entering Unmasked Estep 
Score: -251761.390625 Penalty: 1274.561646
	Iteration 0F: 2 clusters Score -251761.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -249311.203125 Penalty: 2549.123291
	Iteration 0F: 3 clusters Score -249311.2 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -249953.671875 Penalty: 2549.123291
	Iteration 1F: 3 clusters Score -249953.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -250167.781250 Penalty: 2549.123291
	Iteration 2F: 3 clusters Score -250167.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -250325.656250 Penalty: 2549.123291
	Iteration 3F: 3 clusters Score -250325.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -250508.656250 Penalty: 2549.123291
	Iteration 4F: 3 clusters Score -250508.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -250710.953125 Penalty: 2549.123291
	Iteration 5F: 3 clusters Score -250711 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -250909.921875 Penalty: 2549.123291
	Iteration 6F: 3 clusters Score -250909.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -251153.781250 Penalty: 2549.123291
	Iteration 7F: 3 clusters Score -251153.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -251298.312500 Penalty: 2549.123291
	Iteration 8Q: 3 clusters Score -251298.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -251429.562500 Penalty: 2549.123291
	Iteration 9Q: 3 clusters Score -251429.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -251532.078125 Penalty: 2549.123291
	Iteration 10Q: 3 clusters Score -251532.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -251612.828125 Penalty: 2549.123291
	Iteration 11Q: 3 clusters Score -251612.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -251655.703125 Penalty: 2549.123291
	Iteration 12Q: 3 clusters Score -251655.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -251689.734375 Penalty: 2549.123291
	Iteration 13Q: 3 clusters Score -251689.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -251717.843750 Penalty: 2549.123291
	Iteration 14Q: 3 clusters Score -251717.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -251741.984375 Penalty: 2549.123291
	Iteration 15Q: 3 clusters Score -251742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -251765.796875 Penalty: 2549.123291
	Iteration 16Q: 3 clusters Score -251765.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -251788.375000 Penalty: 2549.123291
	Iteration 17Q: 3 clusters Score -251788.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -251819.140625 Penalty: 2549.123291
	Iteration 18Q: 3 clusters Score -251819.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -251847.015625 Penalty: 2549.123291
	Iteration 19Q: 3 clusters Score -251847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -251859.500000 Penalty: 2549.123291
	Iteration 20F: 3 clusters Score -251859.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -251863.953125 Penalty: 2549.123291
	Iteration 21Q: 3 clusters Score -251864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -251867.078125 Penalty: 2549.123291
	Iteration 22Q: 3 clusters Score -251867.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -251874.109375 Penalty: 2549.123291
	Iteration 23Q: 3 clusters Score -251874.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -251879.765625 Penalty: 2549.123291
	Iteration 24Q: 3 clusters Score -251879.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -251880.484375 Penalty: 2549.123291
	Iteration 25Q: 3 clusters Score -251880.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -251881.859375 Penalty: 2549.123291
	Iteration 26Q: 3 clusters Score -251881.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -251882.000000 Penalty: 2549.123291
	Iteration 27Q: 3 clusters Score -251882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -251882.000000 Penalty: 2549.123291
	Iteration 28F: 3 clusters Score -251882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13827 members 
Mstep: Class 3 contains 5378 members 
Mstep: Class 4 contains 20221 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 12493 members 
Mstep: Class 8 contains 15239 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15130 members 
Mstep: Class 11 contains 27712 members 
Mstep: Class 12 contains 16839 members 
Mstep: Class 13 contains 130743 members 
Mstep: Class 14 contains 27588 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24389 members 
Mstep: Class 17 contains 39074 members 
Mstep: Class 18 contains 168372 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30175 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 18498 members 
Mstep: Class 25 contains 5977 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5607 members 
Mstep: Class 28 contains 3653 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6253 members 
Mstep: Class 35 contains 5153 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 1227 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 1322 members 
Entering Unmasked Estep 
Score: -65954808.000000 Penalty: 84740.953125
Splitting cluster 37 changes total score from -65955624.000000 to -65954808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -82802.507812 Penalty: 1095.334473
	Iteration 0F: 2 clusters Score -82802.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -81483.609375 Penalty: 2190.668945
	Iteration 0F: 3 clusters Score -81483.61 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -81798.570312 Penalty: 2190.668945
	Iteration 1F: 3 clusters Score -81798.57 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -81922.148438 Penalty: 2190.668945
	Iteration 2F: 3 clusters Score -81922.15 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -82042.976562 Penalty: 2190.668945
	Iteration 3F: 3 clusters Score -82042.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -82139.835938 Penalty: 2190.668945
	Iteration 4Q: 3 clusters Score -82139.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -82232.445312 Penalty: 2190.668945
	Iteration 5Q: 3 clusters Score -82232.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -82323.585938 Penalty: 2190.668945
	Iteration 6Q: 3 clusters Score -82323.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -82374.609375 Penalty: 2190.668945
	Iteration 7Q: 3 clusters Score -82374.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -82419.164062 Penalty: 2190.668945
	Iteration 8Q: 3 clusters Score -82419.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -82464.507812 Penalty: 2190.668945
	Iteration 9Q: 3 clusters Score -82464.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -82505.078125 Penalty: 2190.668945
	Iteration 10Q: 3 clusters Score -82505.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82530.335938 Penalty: 2190.668945
	Iteration 11Q: 3 clusters Score -82530.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82552.351562 Penalty: 2190.668945
	Iteration 12Q: 3 clusters Score -82552.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82574.781250 Penalty: 2190.668945
	Iteration 13Q: 3 clusters Score -82574.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82593.312500 Penalty: 2190.668945
	Iteration 14Q: 3 clusters Score -82593.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -82608.875000 Penalty: 2190.668945
	Iteration 15Q: 3 clusters Score -82608.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -82624.601562 Penalty: 2190.668945
	Iteration 16Q: 3 clusters Score -82624.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -82644.734375 Penalty: 2190.668945
	Iteration 17Q: 3 clusters Score -82644.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -82658.070312 Penalty: 2190.668945
	Iteration 18Q: 3 clusters Score -82658.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -82665.343750 Penalty: 2190.668945
	Iteration 19Q: 3 clusters Score -82665.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -82669.335938 Penalty: 2190.668945
	Iteration 20F: 3 clusters Score -82669.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -82671.367188 Penalty: 2190.668945
	Iteration 21Q: 3 clusters Score -82671.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -82673.492188 Penalty: 2190.668945
	Iteration 22Q: 3 clusters Score -82673.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -82674.843750 Penalty: 2190.668945
	Iteration 23Q: 3 clusters Score -82674.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -82676.078125 Penalty: 2190.668945
	Iteration 24Q: 3 clusters Score -82676.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -82676.726562 Penalty: 2190.668945
	Iteration 25Q: 3 clusters Score -82676.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -82676.726562 Penalty: 2190.668945
	Iteration 26F: 3 clusters Score -82676.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13827 members 
Mstep: Class 3 contains 5378 members 
Mstep: Class 4 contains 20221 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 12493 members 
Mstep: Class 8 contains 15239 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15130 members 
Mstep: Class 11 contains 27712 members 
Mstep: Class 12 contains 16839 members 
Mstep: Class 13 contains 130743 members 
Mstep: Class 14 contains 27588 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24389 members 
Mstep: Class 17 contains 39074 members 
Mstep: Class 18 contains 168372 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30175 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 18498 members 
Mstep: Class 25 contains 5977 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5607 members 
Mstep: Class 28 contains 3653 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6253 members 
Mstep: Class 35 contains 5153 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955632.000000 Penalty: 82568.109375
Iteration 199Q: 39 clusters Score -6.595563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13827 members 
Mstep: Class 3 contains 5378 members 
Mstep: Class 4 contains 20219 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 12492 members 
Mstep: Class 8 contains 15239 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15130 members 
Mstep: Class 11 contains 27712 members 
Mstep: Class 12 contains 16839 members 
Mstep: Class 13 contains 130743 members 
Mstep: Class 14 contains 27588 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24389 members 
Mstep: Class 17 contains 39074 members 
Mstep: Class 18 contains 168373 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30175 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 18500 members 
Mstep: Class 25 contains 5977 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5607 members 
Mstep: Class 28 contains 3653 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6253 members 
Mstep: Class 35 contains 5153 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955632.000000 Penalty: 82568.109375
Iteration 200F: 39 clusters Score -6.595563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13827 members 
Mstep: Class 3 contains 5378 members 
Mstep: Class 4 contains 20218 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 12492 members 
Mstep: Class 8 contains 15239 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15130 members 
Mstep: Class 11 contains 27712 members 
Mstep: Class 12 contains 16839 members 
Mstep: Class 13 contains 130743 members 
Mstep: Class 14 contains 27588 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24389 members 
Mstep: Class 17 contains 39074 members 
Mstep: Class 18 contains 168374 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30175 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 18501 members 
Mstep: Class 25 contains 5977 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5607 members 
Mstep: Class 28 contains 3653 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6253 members 
Mstep: Class 35 contains 5153 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955648.000000 Penalty: 82568.109375
Iteration 201Q: 39 clusters Score -6.595565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13827 members 
Mstep: Class 3 contains 5378 members 
Mstep: Class 4 contains 20218 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 12492 members 
Mstep: Class 8 contains 15239 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 15130 members 
Mstep: Class 11 contains 27712 members 
Mstep: Class 12 contains 16839 members 
Mstep: Class 13 contains 130743 members 
Mstep: Class 14 contains 27588 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 24389 members 
Mstep: Class 17 contains 39074 members 
Mstep: Class 18 contains 168374 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 30175 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 18501 members 
Mstep: Class 25 contains 5977 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 5607 members 
Mstep: Class 28 contains 3653 members 
Mstep: Class 29 contains 7011 members 
Mstep: Class 30 contains 316 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 6253 members 
Mstep: Class 35 contains 5153 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2549 members 
Mstep: Class 38 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65955648.000000 Penalty: 82568.109375
Iteration 202F: 39 clusters Score -6.595565e+07 nChanged 0
Entering ConstructFrom: 
Score: -65955648.000000 Penalty: 82568.109375
Entering ConstructFrom: 
Trying to split cluster 1 (2158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Entering Unmasked Estep 
Score: -221781.484375 Penalty: 1247.502319
	Iteration 0F: 2 clusters Score -221781.5 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 1069 members 
Entering Unmasked Estep 
Score: -219623.296875 Penalty: 2495.004639
	Iteration 0F: 3 clusters Score -219623.3 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -220140.734375 Penalty: 2495.004639
	Iteration 1F: 3 clusters Score -220140.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -220273.375000 Penalty: 2495.004639
	Iteration 2F: 3 clusters Score -220273.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -220339.875000 Penalty: 2495.004639
	Iteration 3Q: 3 clusters Score -220339.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -220391.015625 Penalty: 2495.004639
	Iteration 4Q: 3 clusters Score -220391 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -220425.687500 Penalty: 2495.004639
	Iteration 5Q: 3 clusters Score -220425.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -220449.156250 Penalty: 2495.004639
	Iteration 6Q: 3 clusters Score -220449.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -220469.578125 Penalty: 2495.004639
	Iteration 7Q: 3 clusters Score -220469.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -220485.296875 Penalty: 2495.004639
	Iteration 8Q: 3 clusters Score -220485.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -220501.125000 Penalty: 2495.004639
	Iteration 9Q: 3 clusters Score -220501.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -220516.156250 Penalty: 2495.004639
	Iteration 10Q: 3 clusters Score -220516.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -220537.171875 Penalty: 2495.004639
	Iteration 11Q: 3 clusters Score -220537.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -220560.703125 Penalty: 2495.004639
	Iteration 12Q: 3 clusters Score -220560.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -220584.890625 Penalty: 2495.004639
	Iteration 13Q: 3 clusters Score -220584.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -220613.796875 Penalty: 2495.004639
	Iteration 14Q: 3 clusters Score -220613.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -220652.218750 Penalty: 2495.004639
	Iteration 15Q: 3 clusters Score -220652.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -220685.109375 Penalty: 2495.004639
	Iteration 16Q: 3 clusters Score -220685.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -220724.687500 Penalty: 2495.004639
	Iteration 17Q: 3 clusters Score -220724.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -220757.671875 Penalty: 2495.004639
	Iteration 18Q: 3 clusters Score -220757.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -220779.843750 Penalty: 2495.004639
	Iteration 19Q: 3 clusters Score -220779.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -220796.156250 Penalty: 2495.004639
	Iteration 20F: 3 clusters Score -220796.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -220811.453125 Penalty: 2495.004639
	Iteration 21Q: 3 clusters Score -220811.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -220820.984375 Penalty: 2495.004639
	Iteration 22Q: 3 clusters Score -220821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -220832.968750 Penalty: 2495.004639
	Iteration 23Q: 3 clusters Score -220833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -220841.468750 Penalty: 2495.004639
	Iteration 24Q: 3 clusters Score -220841.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -220850.781250 Penalty: 2495.004639
	Iteration 25Q: 3 clusters Score -220850.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -220860.875000 Penalty: 2495.004639
	Iteration 26Q: 3 clusters Score -220860.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -220870.921875 Penalty: 2495.004639
	Iteration 27Q: 3 clusters Score -220870.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -220879.875000 Penalty: 2495.004639
	Iteration 28Q: 3 clusters Score -220879.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -220889.250000 Penalty: 2495.004639
	Iteration 29Q: 3 clusters Score -220889.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -220899.281250 Penalty: 2495.004639
	Iteration 30Q: 3 clusters Score -220899.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -220909.828125 Penalty: 2495.004639
	Iteration 31Q: 3 clusters Score -220909.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -220918.546875 Penalty: 2495.004639
	Iteration 32Q: 3 clusters Score -220918.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -220922.937500 Penalty: 2495.004639
	Iteration 33Q: 3 clusters Score -220922.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -220925.359375 Penalty: 2495.004639
	Iteration 34Q: 3 clusters Score -220925.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -220926.468750 Penalty: 2495.004639
	Iteration 35Q: 3 clusters Score -220926.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -220926.640625 Penalty: 2495.004639
	Iteration 36Q: 3 clusters Score -220926.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -220926.640625 Penalty: 2495.004639
	Iteration 37F: 3 clusters Score -220926.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Entering Unmasked Estep 
Score: -1434170.250000 Penalty: 1549.336426
	Iteration 0F: 2 clusters Score -1434170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1424509.125000 Penalty: 3098.672852
	Iteration 0F: 3 clusters Score -1424509 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1427736.625000 Penalty: 3098.672852
	Iteration 1F: 3 clusters Score -1427737 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1428016.875000 Penalty: 3098.672852
	Iteration 2F: 3 clusters Score -1428017 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1428280.000000 Penalty: 3098.672852
	Iteration 3Q: 3 clusters Score -1428280 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1428569.375000 Penalty: 3098.672852
	Iteration 4Q: 3 clusters Score -1428569 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1428894.750000 Penalty: 3098.672852
	Iteration 5Q: 3 clusters Score -1428895 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1429198.500000 Penalty: 3098.672852
	Iteration 6Q: 3 clusters Score -1429198 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1429446.375000 Penalty: 3098.672852
	Iteration 7Q: 3 clusters Score -1429446 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1429679.000000 Penalty: 3098.672852
	Iteration 8Q: 3 clusters Score -1429679 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1429921.000000 Penalty: 3098.672852
	Iteration 9Q: 3 clusters Score -1429921 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1430189.375000 Penalty: 3098.672852
	Iteration 10Q: 3 clusters Score -1430189 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1430469.250000 Penalty: 3098.672852
	Iteration 11Q: 3 clusters Score -1430469 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1430775.500000 Penalty: 3098.672852
	Iteration 12Q: 3 clusters Score -1430776 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1431086.375000 Penalty: 3098.672852
	Iteration 13Q: 3 clusters Score -1431086 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1431369.250000 Penalty: 3098.672852
	Iteration 14Q: 3 clusters Score -1431369 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1431582.750000 Penalty: 3098.672852
	Iteration 15Q: 3 clusters Score -1431583 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1431748.750000 Penalty: 3098.672852
	Iteration 16Q: 3 clusters Score -1431749 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1431899.250000 Penalty: 3098.672852
	Iteration 17Q: 3 clusters Score -1431899 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1432029.875000 Penalty: 3098.672852
	Iteration 18Q: 3 clusters Score -1432030 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1432169.375000 Penalty: 3098.672852
	Iteration 19Q: 3 clusters Score -1432169 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1432299.375000 Penalty: 3098.672852
	Iteration 20F: 3 clusters Score -1432299 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1432451.375000 Penalty: 3098.672852
	Iteration 21Q: 3 clusters Score -1432451 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1432618.000000 Penalty: 3098.672852
	Iteration 22Q: 3 clusters Score -1432618 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1432796.375000 Penalty: 3098.672852
	Iteration 23Q: 3 clusters Score -1432796 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1432979.375000 Penalty: 3098.672852
	Iteration 24Q: 3 clusters Score -1432979 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1433102.875000 Penalty: 3098.672852
	Iteration 25Q: 3 clusters Score -1433103 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1433183.250000 Penalty: 3098.672852
	Iteration 26Q: 3 clusters Score -1433183 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1433238.250000 Penalty: 3098.672852
	Iteration 27Q: 3 clusters Score -1433238 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1433279.750000 Penalty: 3098.672852
	Iteration 28Q: 3 clusters Score -1433280 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1433300.500000 Penalty: 3098.672852
	Iteration 29Q: 3 clusters Score -1433300 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1433314.750000 Penalty: 3098.672852
	Iteration 30Q: 3 clusters Score -1433315 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1433320.500000 Penalty: 3098.672852
	Iteration 31Q: 3 clusters Score -1433320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1433323.125000 Penalty: 3098.672852
	Iteration 32Q: 3 clusters Score -1433323 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1433330.375000 Penalty: 3098.672852
	Iteration 33Q: 3 clusters Score -1433330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1433335.125000 Penalty: 3098.672852
	Iteration 34Q: 3 clusters Score -1433335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1433337.000000 Penalty: 3098.672852
	Iteration 35Q: 3 clusters Score -1433337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1433342.500000 Penalty: 3098.672852
	Iteration 36Q: 3 clusters Score -1433342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1433343.500000 Penalty: 3098.672852
	Iteration 37Q: 3 clusters Score -1433344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1433344.125000 Penalty: 3098.672852
	Iteration 38Q: 3 clusters Score -1433344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1433347.125000 Penalty: 3098.672852
	Iteration 39Q: 3 clusters Score -1433347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1433345.125000 Penalty: 3098.672852
	Iteration 40F: 3 clusters Score -1433345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1433350.375000 Penalty: 3098.672852
	Iteration 41Q: 3 clusters Score -1433350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1433349.500000 Penalty: 3098.672852
	Iteration 42Q: 3 clusters Score -1433350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1433350.750000 Penalty: 3098.672852
	Iteration 43Q: 3 clusters Score -1433351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1433354.000000 Penalty: 3098.672852
	Iteration 44Q: 3 clusters Score -1433354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1433352.000000 Penalty: 3098.672852
	Iteration 45Q: 3 clusters Score -1433352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1433350.500000 Penalty: 3098.672852
	Iteration 46Q: 3 clusters Score -1433350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1433357.625000 Penalty: 3098.672852
	Iteration 47Q: 3 clusters Score -1433358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1433355.625000 Penalty: 3098.672852
	Iteration 48Q: 3 clusters Score -1433356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1433354.875000 Penalty: 3098.672852
	Iteration 49Q: 3 clusters Score -1433355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1433357.250000 Penalty: 3098.672852
	Iteration 50Q: 3 clusters Score -1433357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1433359.500000 Penalty: 3098.672852
	Iteration 51Q: 3 clusters Score -1433360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1433359.750000 Penalty: 3098.672852
	Iteration 52Q: 3 clusters Score -1433360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1433360.000000 Penalty: 3098.672852
	Iteration 53Q: 3 clusters Score -1433360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1433361.375000 Penalty: 3098.672852
	Iteration 54Q: 3 clusters Score -1433361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1433362.000000 Penalty: 3098.672852
	Iteration 55Q: 3 clusters Score -1433362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1433364.500000 Penalty: 3098.672852
	Iteration 56Q: 3 clusters Score -1433364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1433364.500000 Penalty: 3098.672852
	Iteration 57Q: 3 clusters Score -1433364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1433362.625000 Penalty: 3098.672852
	Iteration 58Q: 3 clusters Score -1433363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1433362.875000 Penalty: 3098.672852
	Iteration 59Q: 3 clusters Score -1433363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1433363.250000 Penalty: 3098.672852
	Iteration 60F: 3 clusters Score -1433363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1433365.000000 Penalty: 3098.672852
	Iteration 61Q: 3 clusters Score -1433365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1433365.625000 Penalty: 3098.672852
	Iteration 62Q: 3 clusters Score -1433366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1433366.000000 Penalty: 3098.672852
	Iteration 63Q: 3 clusters Score -1433366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1433366.500000 Penalty: 3098.672852
	Iteration 64Q: 3 clusters Score -1433366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1433366.750000 Penalty: 3098.672852
	Iteration 65Q: 3 clusters Score -1433367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1433366.750000 Penalty: 3098.672852
	Iteration 66F: 3 clusters Score -1433367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Entering Unmasked Estep 
Score: -566269.000000 Penalty: 1395.886597
	Iteration 0F: 2 clusters Score -566269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -562032.375000 Penalty: 2791.773193
	Iteration 0F: 3 clusters Score -562032.4 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -563325.375000 Penalty: 2791.773193
	Iteration 1F: 3 clusters Score -563325.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -563542.687500 Penalty: 2791.773193
	Iteration 2F: 3 clusters Score -563542.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -563684.062500 Penalty: 2791.773193
	Iteration 3F: 3 clusters Score -563684.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -563793.250000 Penalty: 2791.773193
	Iteration 4Q: 3 clusters Score -563793.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -563894.750000 Penalty: 2791.773193
	Iteration 5Q: 3 clusters Score -563894.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -563994.750000 Penalty: 2791.773193
	Iteration 6Q: 3 clusters Score -563994.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -564073.125000 Penalty: 2791.773193
	Iteration 7Q: 3 clusters Score -564073.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -564141.937500 Penalty: 2791.773193
	Iteration 8Q: 3 clusters Score -564141.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -564200.500000 Penalty: 2791.773193
	Iteration 9Q: 3 clusters Score -564200.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -564260.312500 Penalty: 2791.773193
	Iteration 10Q: 3 clusters Score -564260.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -564320.750000 Penalty: 2791.773193
	Iteration 11Q: 3 clusters Score -564320.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -564387.500000 Penalty: 2791.773193
	Iteration 12Q: 3 clusters Score -564387.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -564449.562500 Penalty: 2791.773193
	Iteration 13Q: 3 clusters Score -564449.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -564511.437500 Penalty: 2791.773193
	Iteration 14Q: 3 clusters Score -564511.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -564578.875000 Penalty: 2791.773193
	Iteration 15Q: 3 clusters Score -564578.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -564646.812500 Penalty: 2791.773193
	Iteration 16Q: 3 clusters Score -564646.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -564715.937500 Penalty: 2791.773193
	Iteration 17Q: 3 clusters Score -564715.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -564787.750000 Penalty: 2791.773193
	Iteration 18Q: 3 clusters Score -564787.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -564854.125000 Penalty: 2791.773193
	Iteration 19Q: 3 clusters Score -564854.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -564909.562500 Penalty: 2791.773193
	Iteration 20F: 3 clusters Score -564909.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -564960.812500 Penalty: 2791.773193
	Iteration 21Q: 3 clusters Score -564960.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -564998.687500 Penalty: 2791.773193
	Iteration 22Q: 3 clusters Score -564998.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -565027.562500 Penalty: 2791.773193
	Iteration 23Q: 3 clusters Score -565027.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -565057.937500 Penalty: 2791.773193
	Iteration 24Q: 3 clusters Score -565057.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -565091.437500 Penalty: 2791.773193
	Iteration 25Q: 3 clusters Score -565091.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -565128.875000 Penalty: 2791.773193
	Iteration 26Q: 3 clusters Score -565128.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -565164.375000 Penalty: 2791.773193
	Iteration 27Q: 3 clusters Score -565164.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -565188.187500 Penalty: 2791.773193
	Iteration 28Q: 3 clusters Score -565188.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -565220.187500 Penalty: 2791.773193
	Iteration 29Q: 3 clusters Score -565220.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -565239.687500 Penalty: 2791.773193
	Iteration 30Q: 3 clusters Score -565239.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -565252.250000 Penalty: 2791.773193
	Iteration 31Q: 3 clusters Score -565252.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -565262.437500 Penalty: 2791.773193
	Iteration 32Q: 3 clusters Score -565262.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -565272.312500 Penalty: 2791.773193
	Iteration 33Q: 3 clusters Score -565272.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -565285.375000 Penalty: 2791.773193
	Iteration 34Q: 3 clusters Score -565285.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -565294.000000 Penalty: 2791.773193
	Iteration 35Q: 3 clusters Score -565294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -565302.062500 Penalty: 2791.773193
	Iteration 36Q: 3 clusters Score -565302.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -565306.375000 Penalty: 2791.773193
	Iteration 37Q: 3 clusters Score -565306.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -565309.125000 Penalty: 2791.773193
	Iteration 38Q: 3 clusters Score -565309.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -565310.437500 Penalty: 2791.773193
	Iteration 39Q: 3 clusters Score -565310.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -565313.187500 Penalty: 2791.773193
	Iteration 40F: 3 clusters Score -565313.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -565316.687500 Penalty: 2791.773193
	Iteration 41Q: 3 clusters Score -565316.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -565325.250000 Penalty: 2791.773193
	Iteration 42Q: 3 clusters Score -565325.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -565332.437500 Penalty: 2791.773193
	Iteration 43Q: 3 clusters Score -565332.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -565336.437500 Penalty: 2791.773193
	Iteration 44Q: 3 clusters Score -565336.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -565339.750000 Penalty: 2791.773193
	Iteration 45Q: 3 clusters Score -565339.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -565342.500000 Penalty: 2791.773193
	Iteration 46Q: 3 clusters Score -565342.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -565345.687500 Penalty: 2791.773193
	Iteration 47Q: 3 clusters Score -565345.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -565346.562500 Penalty: 2791.773193
	Iteration 48Q: 3 clusters Score -565346.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -565346.562500 Penalty: 2791.773193
	Iteration 49F: 3 clusters Score -565346.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Entering Unmasked Estep 
Score: -2151981.000000 Penalty: 1611.078369
	Iteration 0F: 2 clusters Score -2151981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2138330.750000 Penalty: 3222.156738
	Iteration 0F: 3 clusters Score -2138331 nChanged 9086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2143602.000000 Penalty: 3222.156738
	Iteration 1F: 3 clusters Score -2143602 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2144118.000000 Penalty: 3222.156738
	Iteration 2F: 3 clusters Score -2144118 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2144553.000000 Penalty: 3222.156738
	Iteration 3Q: 3 clusters Score -2144553 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2144934.000000 Penalty: 3222.156738
	Iteration 4Q: 3 clusters Score -2144934 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2145269.750000 Penalty: 3222.156738
	Iteration 5Q: 3 clusters Score -2145270 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2145619.000000 Penalty: 3222.156738
	Iteration 6Q: 3 clusters Score -2145619 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2145974.750000 Penalty: 3222.156738
	Iteration 7Q: 3 clusters Score -2145975 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2146342.500000 Penalty: 3222.156738
	Iteration 8Q: 3 clusters Score -2146342 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2146723.000000 Penalty: 3222.156738
	Iteration 9Q: 3 clusters Score -2146723 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2147131.000000 Penalty: 3222.156738
	Iteration 10Q: 3 clusters Score -2147131 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2147567.000000 Penalty: 3222.156738
	Iteration 11Q: 3 clusters Score -2147567 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2147988.000000 Penalty: 3222.156738
	Iteration 12Q: 3 clusters Score -2147988 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2148406.750000 Penalty: 3222.156738
	Iteration 13Q: 3 clusters Score -2148407 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2148771.750000 Penalty: 3222.156738
	Iteration 14Q: 3 clusters Score -2148772 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2149113.750000 Penalty: 3222.156738
	Iteration 15Q: 3 clusters Score -2149114 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2149398.750000 Penalty: 3222.156738
	Iteration 16Q: 3 clusters Score -2149399 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2149654.500000 Penalty: 3222.156738
	Iteration 17Q: 3 clusters Score -2149654 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2149899.500000 Penalty: 3222.156738
	Iteration 18Q: 3 clusters Score -2149900 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2150069.500000 Penalty: 3222.156738
	Iteration 19Q: 3 clusters Score -2150070 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -2150194.500000 Penalty: 3222.156738
	Iteration 20F: 3 clusters Score -2150194 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2150304.750000 Penalty: 3222.156738
	Iteration 21Q: 3 clusters Score -2150305 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2150387.500000 Penalty: 3222.156738
	Iteration 22Q: 3 clusters Score -2150388 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2150443.750000 Penalty: 3222.156738
	Iteration 23Q: 3 clusters Score -2150444 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2150480.750000 Penalty: 3222.156738
	Iteration 24Q: 3 clusters Score -2150481 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2150509.500000 Penalty: 3222.156738
	Iteration 25Q: 3 clusters Score -2150510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -2150540.750000 Penalty: 3222.156738
	Iteration 26Q: 3 clusters Score -2150541 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2150559.000000 Penalty: 3222.156738
	Iteration 27Q: 3 clusters Score -2150559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2150570.250000 Penalty: 3222.156738
	Iteration 28Q: 3 clusters Score -2150570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2150578.250000 Penalty: 3222.156738
	Iteration 29Q: 3 clusters Score -2150578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2150586.500000 Penalty: 3222.156738
	Iteration 30Q: 3 clusters Score -2150586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2150599.000000 Penalty: 3222.156738
	Iteration 31Q: 3 clusters Score -2150599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2150607.250000 Penalty: 3222.156738
	Iteration 32Q: 3 clusters Score -2150607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2150615.750000 Penalty: 3222.156738
	Iteration 33Q: 3 clusters Score -2150616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -2150615.500000 Penalty: 3222.156738
	Iteration 34Q: 3 clusters Score -2150616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2150614.250000 Penalty: 3222.156738
	Iteration 35Q: 3 clusters Score -2150614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2150614.250000 Penalty: 3222.156738
	Iteration 36F: 3 clusters Score -2150614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -22213.957031 Penalty: 886.489685
	Iteration 0F: 2 clusters Score -22213.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21403.490234 Penalty: 1772.979370
	Iteration 0F: 3 clusters Score -21403.49 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21513.775391 Penalty: 1772.979370
	Iteration 1F: 3 clusters Score -21513.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21538.828125 Penalty: 1772.979370
	Iteration 2Q: 3 clusters Score -21538.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21543.216797 Penalty: 1772.979370
	Iteration 3Q: 3 clusters Score -21543.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21550.125000 Penalty: 1772.979370
	Iteration 4Q: 3 clusters Score -21550.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21550.125000 Penalty: 1772.979370
	Iteration 5F: 3 clusters Score -21550.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Entering Unmasked Estep 
Score: -269135.281250 Penalty: 1275.958130
	Iteration 0F: 2 clusters Score -269135.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -266677.968750 Penalty: 2551.916260
	Iteration 0F: 3 clusters Score -266678 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -267305.218750 Penalty: 2551.916260
	Iteration 1F: 3 clusters Score -267305.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -267478.687500 Penalty: 2551.916260
	Iteration 2F: 3 clusters Score -267478.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -267600.531250 Penalty: 2551.916260
	Iteration 3F: 3 clusters Score -267600.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -267706.625000 Penalty: 2551.916260
	Iteration 4Q: 3 clusters Score -267706.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -267802.093750 Penalty: 2551.916260
	Iteration 5Q: 3 clusters Score -267802.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -267876.500000 Penalty: 2551.916260
	Iteration 6Q: 3 clusters Score -267876.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -267926.718750 Penalty: 2551.916260
	Iteration 7Q: 3 clusters Score -267926.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -267971.500000 Penalty: 2551.916260
	Iteration 8Q: 3 clusters Score -267971.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -268009.625000 Penalty: 2551.916260
	Iteration 9Q: 3 clusters Score -268009.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -268038.218750 Penalty: 2551.916260
	Iteration 10Q: 3 clusters Score -268038.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -268054.437500 Penalty: 2551.916260
	Iteration 11Q: 3 clusters Score -268054.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -268071.625000 Penalty: 2551.916260
	Iteration 12Q: 3 clusters Score -268071.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -268087.250000 Penalty: 2551.916260
	Iteration 13Q: 3 clusters Score -268087.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -268103.125000 Penalty: 2551.916260
	Iteration 14Q: 3 clusters Score -268103.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -268116.062500 Penalty: 2551.916260
	Iteration 15Q: 3 clusters Score -268116.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -268126.843750 Penalty: 2551.916260
	Iteration 16Q: 3 clusters Score -268126.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -268132.593750 Penalty: 2551.916260
	Iteration 17Q: 3 clusters Score -268132.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -268138.968750 Penalty: 2551.916260
	Iteration 18Q: 3 clusters Score -268139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -268144.562500 Penalty: 2551.916260
	Iteration 19Q: 3 clusters Score -268144.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -268148.625000 Penalty: 2551.916260
	Iteration 20F: 3 clusters Score -268148.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -268154.281250 Penalty: 2551.916260
	Iteration 21Q: 3 clusters Score -268154.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -268159.500000 Penalty: 2551.916260
	Iteration 22Q: 3 clusters Score -268159.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -268164.312500 Penalty: 2551.916260
	Iteration 23Q: 3 clusters Score -268164.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -268167.531250 Penalty: 2551.916260
	Iteration 24Q: 3 clusters Score -268167.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -268168.312500 Penalty: 2551.916260
	Iteration 25Q: 3 clusters Score -268168.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -268169.531250 Penalty: 2551.916260
	Iteration 26Q: 3 clusters Score -268169.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -268169.562500 Penalty: 2551.916260
	Iteration 27Q: 3 clusters Score -268169.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -268169.562500 Penalty: 2551.916260
	Iteration 28F: 3 clusters Score -268169.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Entering Unmasked Estep 
Score: -1318775.125000 Penalty: 1532.837158
	Iteration 0F: 2 clusters Score -1318775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1309961.250000 Penalty: 3065.674316
	Iteration 0F: 3 clusters Score -1309961 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1312852.500000 Penalty: 3065.674316
	Iteration 1F: 3 clusters Score -1312852 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1313103.125000 Penalty: 3065.674316
	Iteration 2F: 3 clusters Score -1313103 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1313289.000000 Penalty: 3065.674316
	Iteration 3Q: 3 clusters Score -1313289 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1313457.250000 Penalty: 3065.674316
	Iteration 4Q: 3 clusters Score -1313457 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1313597.375000 Penalty: 3065.674316
	Iteration 5Q: 3 clusters Score -1313597 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1313728.000000 Penalty: 3065.674316
	Iteration 6Q: 3 clusters Score -1313728 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1313870.875000 Penalty: 3065.674316
	Iteration 7Q: 3 clusters Score -1313871 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1314033.375000 Penalty: 3065.674316
	Iteration 8Q: 3 clusters Score -1314033 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1314230.000000 Penalty: 3065.674316
	Iteration 9Q: 3 clusters Score -1314230 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1314487.250000 Penalty: 3065.674316
	Iteration 10Q: 3 clusters Score -1314487 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1314799.125000 Penalty: 3065.674316
	Iteration 11Q: 3 clusters Score -1314799 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1315144.625000 Penalty: 3065.674316
	Iteration 12Q: 3 clusters Score -1315145 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1315548.250000 Penalty: 3065.674316
	Iteration 13Q: 3 clusters Score -1315548 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1315941.375000 Penalty: 3065.674316
	Iteration 14Q: 3 clusters Score -1315941 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1316332.000000 Penalty: 3065.674316
	Iteration 15Q: 3 clusters Score -1316332 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1316640.000000 Penalty: 3065.674316
	Iteration 16Q: 3 clusters Score -1316640 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1316870.500000 Penalty: 3065.674316
	Iteration 17Q: 3 clusters Score -1316870 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1317023.500000 Penalty: 3065.674316
	Iteration 18Q: 3 clusters Score -1317024 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1317152.875000 Penalty: 3065.674316
	Iteration 19Q: 3 clusters Score -1317153 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1317262.875000 Penalty: 3065.674316
	Iteration 20F: 3 clusters Score -1317263 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1317330.875000 Penalty: 3065.674316
	Iteration 21Q: 3 clusters Score -1317331 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1317370.750000 Penalty: 3065.674316
	Iteration 22Q: 3 clusters Score -1317371 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1317397.500000 Penalty: 3065.674316
	Iteration 23Q: 3 clusters Score -1317398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1317417.625000 Penalty: 3065.674316
	Iteration 24Q: 3 clusters Score -1317418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1317441.625000 Penalty: 3065.674316
	Iteration 25Q: 3 clusters Score -1317442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1317453.750000 Penalty: 3065.674316
	Iteration 26Q: 3 clusters Score -1317454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1317459.250000 Penalty: 3065.674316
	Iteration 27Q: 3 clusters Score -1317459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1317462.375000 Penalty: 3065.674316
	Iteration 28Q: 3 clusters Score -1317462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1317464.375000 Penalty: 3065.674316
	Iteration 29Q: 3 clusters Score -1317464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1317464.875000 Penalty: 3065.674316
	Iteration 30Q: 3 clusters Score -1317465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1317466.250000 Penalty: 3065.674316
	Iteration 31Q: 3 clusters Score -1317466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1317465.750000 Penalty: 3065.674316
	Iteration 32Q: 3 clusters Score -1317466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1317465.750000 Penalty: 3065.674316
	Iteration 33F: 3 clusters Score -1317466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Entering Unmasked Estep 
Score: -1499205.125000 Penalty: 1565.137085
	Iteration 0F: 2 clusters Score -1499205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1488738.625000 Penalty: 3130.274170
	Iteration 0F: 3 clusters Score -1488739 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1492402.875000 Penalty: 3130.274170
	Iteration 1F: 3 clusters Score -1492403 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1492898.750000 Penalty: 3130.274170
	Iteration 2F: 3 clusters Score -1492899 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1493490.250000 Penalty: 3130.274170
	Iteration 3F: 3 clusters Score -1493490 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1494070.000000 Penalty: 3130.274170
	Iteration 4F: 3 clusters Score -1494070 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1494648.125000 Penalty: 3130.274170
	Iteration 5F: 3 clusters Score -1494648 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1495178.375000 Penalty: 3130.274170
	Iteration 6F: 3 clusters Score -1495178 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1495648.750000 Penalty: 3130.274170
	Iteration 7Q: 3 clusters Score -1495649 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1496065.500000 Penalty: 3130.274170
	Iteration 8Q: 3 clusters Score -1496066 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1496438.000000 Penalty: 3130.274170
	Iteration 9Q: 3 clusters Score -1496438 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1496767.500000 Penalty: 3130.274170
	Iteration 10Q: 3 clusters Score -1496768 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1497116.750000 Penalty: 3130.274170
	Iteration 11Q: 3 clusters Score -1497117 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1497462.250000 Penalty: 3130.274170
	Iteration 12Q: 3 clusters Score -1497462 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1497750.000000 Penalty: 3130.274170
	Iteration 13Q: 3 clusters Score -1497750 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1497940.125000 Penalty: 3130.274170
	Iteration 14Q: 3 clusters Score -1497940 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1498073.625000 Penalty: 3130.274170
	Iteration 15Q: 3 clusters Score -1498074 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1498162.250000 Penalty: 3130.274170
	Iteration 16Q: 3 clusters Score -1498162 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1498214.125000 Penalty: 3130.274170
	Iteration 17Q: 3 clusters Score -1498214 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1498251.625000 Penalty: 3130.274170
	Iteration 18Q: 3 clusters Score -1498252 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1498278.250000 Penalty: 3130.274170
	Iteration 19Q: 3 clusters Score -1498278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1498296.750000 Penalty: 3130.274170
	Iteration 20F: 3 clusters Score -1498297 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1498304.125000 Penalty: 3130.274170
	Iteration 21Q: 3 clusters Score -1498304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1498308.125000 Penalty: 3130.274170
	Iteration 22Q: 3 clusters Score -1498308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1498313.000000 Penalty: 3130.274170
	Iteration 23Q: 3 clusters Score -1498313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1498316.500000 Penalty: 3130.274170
	Iteration 24Q: 3 clusters Score -1498316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1498321.625000 Penalty: 3130.274170
	Iteration 25Q: 3 clusters Score -1498322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1498326.125000 Penalty: 3130.274170
	Iteration 26Q: 3 clusters Score -1498326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1498331.000000 Penalty: 3130.274170
	Iteration 27Q: 3 clusters Score -1498331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1498332.000000 Penalty: 3130.274170
	Iteration 28Q: 3 clusters Score -1498332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1498336.750000 Penalty: 3130.274170
	Iteration 29Q: 3 clusters Score -1498337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1498337.000000 Penalty: 3130.274170
	Iteration 30Q: 3 clusters Score -1498337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1498339.000000 Penalty: 3130.274170
	Iteration 31Q: 3 clusters Score -1498339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1498340.500000 Penalty: 3130.274170
	Iteration 32Q: 3 clusters Score -1498340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1498341.875000 Penalty: 3130.274170
	Iteration 33Q: 3 clusters Score -1498342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1498343.250000 Penalty: 3130.274170
	Iteration 34Q: 3 clusters Score -1498343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1498341.875000 Penalty: 3130.274170
	Iteration 35Q: 3 clusters Score -1498342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1498341.250000 Penalty: 3130.274170
	Iteration 36Q: 3 clusters Score -1498341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1498341.500000 Penalty: 3130.274170
	Iteration 37Q: 3 clusters Score -1498342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1498342.500000 Penalty: 3130.274170
	Iteration 38Q: 3 clusters Score -1498342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1498345.250000 Penalty: 3130.274170
	Iteration 39Q: 3 clusters Score -1498345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1498342.750000 Penalty: 3130.274170
	Iteration 40F: 3 clusters Score -1498343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1498343.375000 Penalty: 3130.274170
	Iteration 41Q: 3 clusters Score -1498343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1498344.375000 Penalty: 3130.274170
	Iteration 42Q: 3 clusters Score -1498344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1498348.500000 Penalty: 3130.274170
	Iteration 43Q: 3 clusters Score -1498348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1498349.125000 Penalty: 3130.274170
	Iteration 44Q: 3 clusters Score -1498349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1498351.750000 Penalty: 3130.274170
	Iteration 45Q: 3 clusters Score -1498352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -1498350.500000 Penalty: 3130.274170
	Iteration 46Q: 3 clusters Score -1498350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1498352.000000 Penalty: 3130.274170
	Iteration 47Q: 3 clusters Score -1498352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1498353.500000 Penalty: 3130.274170
	Iteration 48Q: 3 clusters Score -1498354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1498354.500000 Penalty: 3130.274170
	Iteration 49Q: 3 clusters Score -1498354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1498353.875000 Penalty: 3130.274170
	Iteration 50Q: 3 clusters Score -1498354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1498354.375000 Penalty: 3130.274170
	Iteration 51Q: 3 clusters Score -1498354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1498354.625000 Penalty: 3130.274170
	Iteration 52Q: 3 clusters Score -1498355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1498354.375000 Penalty: 3130.274170
	Iteration 53Q: 3 clusters Score -1498354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1498355.375000 Penalty: 3130.274170
	Iteration 54Q: 3 clusters Score -1498355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1498359.000000 Penalty: 3130.274170
	Iteration 55Q: 3 clusters Score -1498359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1498360.125000 Penalty: 3130.274170
	Iteration 56Q: 3 clusters Score -1498360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1498361.625000 Penalty: 3130.274170
	Iteration 57Q: 3 clusters Score -1498362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1498362.750000 Penalty: 3130.274170
	Iteration 58Q: 3 clusters Score -1498363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1498362.125000 Penalty: 3130.274170
	Iteration 59Q: 3 clusters Score -1498362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1498364.625000 Penalty: 3130.274170
	Iteration 60F: 3 clusters Score -1498365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1498363.500000 Penalty: 3130.274170
	Iteration 61Q: 3 clusters Score -1498364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1498363.500000 Penalty: 3130.274170
	Iteration 62F: 3 clusters Score -1498364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Entering Unmasked Estep 
Score: -147951.187500 Penalty: 1205.746704
	Iteration 0F: 2 clusters Score -147951.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -146116.109375 Penalty: 2411.493408
	Iteration 0F: 3 clusters Score -146116.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -146638.906250 Penalty: 2411.493408
	Iteration 1F: 3 clusters Score -146638.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -146800.968750 Penalty: 2411.493408
	Iteration 2F: 3 clusters Score -146801 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -146900.015625 Penalty: 2411.493408
	Iteration 3F: 3 clusters Score -146900 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -146955.671875 Penalty: 2411.493408
	Iteration 4Q: 3 clusters Score -146955.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -147018.281250 Penalty: 2411.493408
	Iteration 5Q: 3 clusters Score -147018.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -147068.312500 Penalty: 2411.493408
	Iteration 6Q: 3 clusters Score -147068.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -147112.312500 Penalty: 2411.493408
	Iteration 7Q: 3 clusters Score -147112.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -147156.859375 Penalty: 2411.493408
	Iteration 8Q: 3 clusters Score -147156.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -147185.390625 Penalty: 2411.493408
	Iteration 9Q: 3 clusters Score -147185.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -147201.500000 Penalty: 2411.493408
	Iteration 10Q: 3 clusters Score -147201.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -147216.062500 Penalty: 2411.493408
	Iteration 11Q: 3 clusters Score -147216.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -147234.359375 Penalty: 2411.493408
	Iteration 12Q: 3 clusters Score -147234.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -147242.609375 Penalty: 2411.493408
	Iteration 13Q: 3 clusters Score -147242.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -147251.718750 Penalty: 2411.493408
	Iteration 14Q: 3 clusters Score -147251.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -147263.265625 Penalty: 2411.493408
	Iteration 15Q: 3 clusters Score -147263.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -147284.203125 Penalty: 2411.493408
	Iteration 16Q: 3 clusters Score -147284.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -147293.765625 Penalty: 2411.493408
	Iteration 17Q: 3 clusters Score -147293.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -147295.515625 Penalty: 2411.493408
	Iteration 18Q: 3 clusters Score -147295.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -147297.828125 Penalty: 2411.493408
	Iteration 19Q: 3 clusters Score -147297.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -147298.531250 Penalty: 2411.493408
	Iteration 20F: 3 clusters Score -147298.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -147298.984375 Penalty: 2411.493408
	Iteration 21Q: 3 clusters Score -147299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -147298.984375 Penalty: 2411.493408
	Iteration 22F: 3 clusters Score -147299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Entering Unmasked Estep 
Score: -1591988.375000 Penalty: 1563.970581
	Iteration 0F: 2 clusters Score -1591988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1581508.250000 Penalty: 3127.941162
	Iteration 0F: 3 clusters Score -1581508 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1585179.500000 Penalty: 3127.941162
	Iteration 1F: 3 clusters Score -1585180 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1585531.000000 Penalty: 3127.941162
	Iteration 2F: 3 clusters Score -1585531 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1585855.875000 Penalty: 3127.941162
	Iteration 3Q: 3 clusters Score -1585856 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1586212.375000 Penalty: 3127.941162
	Iteration 4Q: 3 clusters Score -1586212 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1586688.875000 Penalty: 3127.941162
	Iteration 5F: 3 clusters Score -1586689 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1587354.375000 Penalty: 3127.941162
	Iteration 6F: 3 clusters Score -1587354 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1588101.500000 Penalty: 3127.941162
	Iteration 7F: 3 clusters Score -1588102 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1588853.750000 Penalty: 3127.941162
	Iteration 8F: 3 clusters Score -1588854 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1589493.750000 Penalty: 3127.941162
	Iteration 9Q: 3 clusters Score -1589494 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1589959.125000 Penalty: 3127.941162
	Iteration 10Q: 3 clusters Score -1589959 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1590305.625000 Penalty: 3127.941162
	Iteration 11Q: 3 clusters Score -1590306 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1590569.375000 Penalty: 3127.941162
	Iteration 12Q: 3 clusters Score -1590569 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1590747.000000 Penalty: 3127.941162
	Iteration 13Q: 3 clusters Score -1590747 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1590832.250000 Penalty: 3127.941162
	Iteration 14Q: 3 clusters Score -1590832 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1590881.500000 Penalty: 3127.941162
	Iteration 15Q: 3 clusters Score -1590882 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1590913.750000 Penalty: 3127.941162
	Iteration 16Q: 3 clusters Score -1590914 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1590933.750000 Penalty: 3127.941162
	Iteration 17Q: 3 clusters Score -1590934 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1590949.500000 Penalty: 3127.941162
	Iteration 18Q: 3 clusters Score -1590950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1590963.625000 Penalty: 3127.941162
	Iteration 19Q: 3 clusters Score -1590964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1590970.125000 Penalty: 3127.941162
	Iteration 20F: 3 clusters Score -1590970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1590978.625000 Penalty: 3127.941162
	Iteration 21Q: 3 clusters Score -1590979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1590984.125000 Penalty: 3127.941162
	Iteration 22Q: 3 clusters Score -1590984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1590988.750000 Penalty: 3127.941162
	Iteration 23Q: 3 clusters Score -1590989 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1590998.375000 Penalty: 3127.941162
	Iteration 24Q: 3 clusters Score -1590998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1590999.125000 Penalty: 3127.941162
	Iteration 25Q: 3 clusters Score -1590999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1591003.250000 Penalty: 3127.941162
	Iteration 26Q: 3 clusters Score -1591003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1591000.750000 Penalty: 3127.941162
	Iteration 27Q: 3 clusters Score -1591001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1591007.750000 Penalty: 3127.941162
	Iteration 28Q: 3 clusters Score -1591008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1591010.875000 Penalty: 3127.941162
	Iteration 29Q: 3 clusters Score -1591011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1591015.500000 Penalty: 3127.941162
	Iteration 30Q: 3 clusters Score -1591016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1591014.750000 Penalty: 3127.941162
	Iteration 31Q: 3 clusters Score -1591015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1591017.000000 Penalty: 3127.941162
	Iteration 32Q: 3 clusters Score -1591017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1591017.250000 Penalty: 3127.941162
	Iteration 33Q: 3 clusters Score -1591017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1591021.250000 Penalty: 3127.941162
	Iteration 34Q: 3 clusters Score -1591021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1591019.875000 Penalty: 3127.941162
	Iteration 35Q: 3 clusters Score -1591020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1591022.625000 Penalty: 3127.941162
	Iteration 36Q: 3 clusters Score -1591023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1591022.625000 Penalty: 3127.941162
	Iteration 37F: 3 clusters Score -1591023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Entering Unmasked Estep 
Score: -2941332.500000 Penalty: 1662.313354
	Iteration 0F: 2 clusters Score -2941332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2922480.000000 Penalty: 3324.626709
	Iteration 0F: 3 clusters Score -2922480 nChanged 12833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2929629.500000 Penalty: 3324.626709
	Iteration 1F: 3 clusters Score -2929630 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2930044.500000 Penalty: 3324.626709
	Iteration 2Q: 3 clusters Score -2930044 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2930502.000000 Penalty: 3324.626709
	Iteration 3Q: 3 clusters Score -2930502 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2931070.500000 Penalty: 3324.626709
	Iteration 4Q: 3 clusters Score -2931070 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2931712.500000 Penalty: 3324.626709
	Iteration 5F: 3 clusters Score -2931712 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2932350.000000 Penalty: 3324.626709
	Iteration 6Q: 3 clusters Score -2932350 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2932997.000000 Penalty: 3324.626709
	Iteration 7Q: 3 clusters Score -2932997 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2933715.000000 Penalty: 3324.626709
	Iteration 8Q: 3 clusters Score -2933715 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2934422.000000 Penalty: 3324.626709
	Iteration 9Q: 3 clusters Score -2934422 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2935032.250000 Penalty: 3324.626709
	Iteration 10Q: 3 clusters Score -2935032 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2935575.250000 Penalty: 3324.626709
	Iteration 11Q: 3 clusters Score -2935575 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2936008.500000 Penalty: 3324.626709
	Iteration 12Q: 3 clusters Score -2936008 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2936316.750000 Penalty: 3324.626709
	Iteration 13Q: 3 clusters Score -2936317 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2936528.750000 Penalty: 3324.626709
	Iteration 14Q: 3 clusters Score -2936529 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2936667.250000 Penalty: 3324.626709
	Iteration 15Q: 3 clusters Score -2936667 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2936788.750000 Penalty: 3324.626709
	Iteration 16Q: 3 clusters Score -2936789 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2936880.250000 Penalty: 3324.626709
	Iteration 17Q: 3 clusters Score -2936880 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2936974.000000 Penalty: 3324.626709
	Iteration 18Q: 3 clusters Score -2936974 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2937060.250000 Penalty: 3324.626709
	Iteration 19Q: 3 clusters Score -2937060 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2937159.750000 Penalty: 3324.626709
	Iteration 20F: 3 clusters Score -2937160 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2937264.250000 Penalty: 3324.626709
	Iteration 21Q: 3 clusters Score -2937264 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2937349.750000 Penalty: 3324.626709
	Iteration 22Q: 3 clusters Score -2937350 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2937462.250000 Penalty: 3324.626709
	Iteration 23Q: 3 clusters Score -2937462 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2937564.500000 Penalty: 3324.626709
	Iteration 24Q: 3 clusters Score -2937564 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2937662.750000 Penalty: 3324.626709
	Iteration 25Q: 3 clusters Score -2937663 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2937762.500000 Penalty: 3324.626709
	Iteration 26Q: 3 clusters Score -2937762 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2937849.250000 Penalty: 3324.626709
	Iteration 27Q: 3 clusters Score -2937849 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2937934.750000 Penalty: 3324.626709
	Iteration 28Q: 3 clusters Score -2937935 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2938032.500000 Penalty: 3324.626709
	Iteration 29Q: 3 clusters Score -2938032 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2938122.250000 Penalty: 3324.626709
	Iteration 30Q: 3 clusters Score -2938122 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2938192.000000 Penalty: 3324.626709
	Iteration 31Q: 3 clusters Score -2938192 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2938259.000000 Penalty: 3324.626709
	Iteration 32Q: 3 clusters Score -2938259 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2938323.750000 Penalty: 3324.626709
	Iteration 33Q: 3 clusters Score -2938324 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2938391.750000 Penalty: 3324.626709
	Iteration 34Q: 3 clusters Score -2938392 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2938490.250000 Penalty: 3324.626709
	Iteration 35Q: 3 clusters Score -2938490 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2938569.500000 Penalty: 3324.626709
	Iteration 36Q: 3 clusters Score -2938570 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2938644.000000 Penalty: 3324.626709
	Iteration 37Q: 3 clusters Score -2938644 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2938730.750000 Penalty: 3324.626709
	Iteration 38Q: 3 clusters Score -2938731 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2938801.500000 Penalty: 3324.626709
	Iteration 39Q: 3 clusters Score -2938802 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2938881.750000 Penalty: 3324.626709
	Iteration 40F: 3 clusters Score -2938882 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2938956.750000 Penalty: 3324.626709
	Iteration 41Q: 3 clusters Score -2938957 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2939038.000000 Penalty: 3324.626709
	Iteration 42Q: 3 clusters Score -2939038 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2939114.000000 Penalty: 3324.626709
	Iteration 43Q: 3 clusters Score -2939114 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2939177.250000 Penalty: 3324.626709
	Iteration 44Q: 3 clusters Score -2939177 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2939250.500000 Penalty: 3324.626709
	Iteration 45Q: 3 clusters Score -2939250 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2939294.750000 Penalty: 3324.626709
	Iteration 46Q: 3 clusters Score -2939295 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2939348.750000 Penalty: 3324.626709
	Iteration 47Q: 3 clusters Score -2939349 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2939395.250000 Penalty: 3324.626709
	Iteration 48Q: 3 clusters Score -2939395 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2939444.250000 Penalty: 3324.626709
	Iteration 49Q: 3 clusters Score -2939444 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2939482.500000 Penalty: 3324.626709
	Iteration 50Q: 3 clusters Score -2939482 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2939526.000000 Penalty: 3324.626709
	Iteration 51Q: 3 clusters Score -2939526 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2939557.000000 Penalty: 3324.626709
	Iteration 52Q: 3 clusters Score -2939557 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2939584.250000 Penalty: 3324.626709
	Iteration 53Q: 3 clusters Score -2939584 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2939610.250000 Penalty: 3324.626709
	Iteration 54Q: 3 clusters Score -2939610 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2939633.750000 Penalty: 3324.626709
	Iteration 55Q: 3 clusters Score -2939634 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2939651.750000 Penalty: 3324.626709
	Iteration 56Q: 3 clusters Score -2939652 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2939665.750000 Penalty: 3324.626709
	Iteration 57Q: 3 clusters Score -2939666 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2939680.250000 Penalty: 3324.626709
	Iteration 58Q: 3 clusters Score -2939680 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2939701.500000 Penalty: 3324.626709
	Iteration 59Q: 3 clusters Score -2939702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2939716.750000 Penalty: 3324.626709
	Iteration 60F: 3 clusters Score -2939717 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2939729.250000 Penalty: 3324.626709
	Iteration 61Q: 3 clusters Score -2939729 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2939738.250000 Penalty: 3324.626709
	Iteration 62Q: 3 clusters Score -2939738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2939754.250000 Penalty: 3324.626709
	Iteration 63Q: 3 clusters Score -2939754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2939760.000000 Penalty: 3324.626709
	Iteration 64Q: 3 clusters Score -2939760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2939765.000000 Penalty: 3324.626709
	Iteration 65Q: 3 clusters Score -2939765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2939781.000000 Penalty: 3324.626709
	Iteration 66Q: 3 clusters Score -2939781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2939794.500000 Penalty: 3324.626709
	Iteration 67Q: 3 clusters Score -2939794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2939795.500000 Penalty: 3324.626709
	Iteration 68Q: 3 clusters Score -2939796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2939800.000000 Penalty: 3324.626709
	Iteration 69Q: 3 clusters Score -2939800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2939812.750000 Penalty: 3324.626709
	Iteration 70Q: 3 clusters Score -2939813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2939815.000000 Penalty: 3324.626709
	Iteration 71Q: 3 clusters Score -2939815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2939820.250000 Penalty: 3324.626709
	Iteration 72Q: 3 clusters Score -2939820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2939827.250000 Penalty: 3324.626709
	Iteration 73Q: 3 clusters Score -2939827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2939828.500000 Penalty: 3324.626709
	Iteration 74Q: 3 clusters Score -2939828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2939832.750000 Penalty: 3324.626709
	Iteration 75Q: 3 clusters Score -2939833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2939831.250000 Penalty: 3324.626709
	Iteration 76Q: 3 clusters Score -2939831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2939834.750000 Penalty: 3324.626709
	Iteration 77Q: 3 clusters Score -2939835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2939835.250000 Penalty: 3324.626709
	Iteration 78Q: 3 clusters Score -2939835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2939836.000000 Penalty: 3324.626709
	Iteration 79Q: 3 clusters Score -2939836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2939841.250000 Penalty: 3324.626709
	Iteration 80F: 3 clusters Score -2939841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2939847.000000 Penalty: 3324.626709
	Iteration 81Q: 3 clusters Score -2939847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2939850.250000 Penalty: 3324.626709
	Iteration 82Q: 3 clusters Score -2939850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2939852.750000 Penalty: 3324.626709
	Iteration 83Q: 3 clusters Score -2939853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2939852.500000 Penalty: 3324.626709
	Iteration 84Q: 3 clusters Score -2939852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2939855.000000 Penalty: 3324.626709
	Iteration 85Q: 3 clusters Score -2939855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2939854.750000 Penalty: 3324.626709
	Iteration 86Q: 3 clusters Score -2939855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2939855.000000 Penalty: 3324.626709
	Iteration 87Q: 3 clusters Score -2939855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2939857.500000 Penalty: 3324.626709
	Iteration 88Q: 3 clusters Score -2939858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2939856.500000 Penalty: 3324.626709
	Iteration 89Q: 3 clusters Score -2939856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2939860.750000 Penalty: 3324.626709
	Iteration 90Q: 3 clusters Score -2939861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2939858.000000 Penalty: 3324.626709
	Iteration 91Q: 3 clusters Score -2939858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2939866.750000 Penalty: 3324.626709
	Iteration 92Q: 3 clusters Score -2939867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2939868.000000 Penalty: 3324.626709
	Iteration 93Q: 3 clusters Score -2939868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2939868.500000 Penalty: 3324.626709
	Iteration 94Q: 3 clusters Score -2939868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2939874.250000 Penalty: 3324.626709
	Iteration 95Q: 3 clusters Score -2939874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2939871.250000 Penalty: 3324.626709
	Iteration 96Q: 3 clusters Score -2939871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2939872.000000 Penalty: 3324.626709
	Iteration 97Q: 3 clusters Score -2939872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2939872.750000 Penalty: 3324.626709
	Iteration 98Q: 3 clusters Score -2939873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2939872.750000 Penalty: 3324.626709
	Iteration 99F: 3 clusters Score -2939873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Entering Unmasked Estep 
Score: -1792066.625000 Penalty: 1581.361084
	Iteration 0F: 2 clusters Score -1792067 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 8440 members 
Entering Unmasked Estep 
Score: -1780486.500000 Penalty: 3162.722168
	Iteration 0F: 3 clusters Score -1780486 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1784454.375000 Penalty: 3162.722168
	Iteration 1F: 3 clusters Score -1784454 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1784745.500000 Penalty: 3162.722168
	Iteration 2F: 3 clusters Score -1784746 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1785002.875000 Penalty: 3162.722168
	Iteration 3Q: 3 clusters Score -1785003 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1785289.750000 Penalty: 3162.722168
	Iteration 4Q: 3 clusters Score -1785290 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1785649.875000 Penalty: 3162.722168
	Iteration 5Q: 3 clusters Score -1785650 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1786062.375000 Penalty: 3162.722168
	Iteration 6Q: 3 clusters Score -1786062 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1786590.000000 Penalty: 3162.722168
	Iteration 7Q: 3 clusters Score -1786590 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1787190.625000 Penalty: 3162.722168
	Iteration 8Q: 3 clusters Score -1787191 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1787801.625000 Penalty: 3162.722168
	Iteration 9F: 3 clusters Score -1787802 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1788327.750000 Penalty: 3162.722168
	Iteration 10Q: 3 clusters Score -1788328 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1788741.625000 Penalty: 3162.722168
	Iteration 11Q: 3 clusters Score -1788742 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1789053.250000 Penalty: 3162.722168
	Iteration 12Q: 3 clusters Score -1789053 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1789287.125000 Penalty: 3162.722168
	Iteration 13Q: 3 clusters Score -1789287 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1789467.750000 Penalty: 3162.722168
	Iteration 14Q: 3 clusters Score -1789468 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1789640.500000 Penalty: 3162.722168
	Iteration 15Q: 3 clusters Score -1789640 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1789813.125000 Penalty: 3162.722168
	Iteration 16Q: 3 clusters Score -1789813 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1789975.375000 Penalty: 3162.722168
	Iteration 17Q: 3 clusters Score -1789975 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1790106.750000 Penalty: 3162.722168
	Iteration 18Q: 3 clusters Score -1790107 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1790222.875000 Penalty: 3162.722168
	Iteration 19Q: 3 clusters Score -1790223 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1790314.250000 Penalty: 3162.722168
	Iteration 20F: 3 clusters Score -1790314 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -1790394.500000 Penalty: 3162.722168
	Iteration 21Q: 3 clusters Score -1790394 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -1790454.375000 Penalty: 3162.722168
	Iteration 22Q: 3 clusters Score -1790454 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1790508.125000 Penalty: 3162.722168
	Iteration 23Q: 3 clusters Score -1790508 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1790541.875000 Penalty: 3162.722168
	Iteration 24Q: 3 clusters Score -1790542 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1790567.375000 Penalty: 3162.722168
	Iteration 25Q: 3 clusters Score -1790567 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -1790590.625000 Penalty: 3162.722168
	Iteration 26Q: 3 clusters Score -1790591 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -1790610.000000 Penalty: 3162.722168
	Iteration 27Q: 3 clusters Score -1790610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1790621.125000 Penalty: 3162.722168
	Iteration 28Q: 3 clusters Score -1790621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1790631.750000 Penalty: 3162.722168
	Iteration 29Q: 3 clusters Score -1790632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -1790640.250000 Penalty: 3162.722168
	Iteration 30Q: 3 clusters Score -1790640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -1790653.625000 Penalty: 3162.722168
	Iteration 31Q: 3 clusters Score -1790654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -1790664.750000 Penalty: 3162.722168
	Iteration 32Q: 3 clusters Score -1790665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -1790668.125000 Penalty: 3162.722168
	Iteration 33Q: 3 clusters Score -1790668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -1790671.000000 Penalty: 3162.722168
	Iteration 34Q: 3 clusters Score -1790671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -1790674.250000 Penalty: 3162.722168
	Iteration 35Q: 3 clusters Score -1790674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -1790682.375000 Penalty: 3162.722168
	Iteration 36Q: 3 clusters Score -1790682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -1790680.375000 Penalty: 3162.722168
	Iteration 37Q: 3 clusters Score -1790680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -1790683.375000 Penalty: 3162.722168
	Iteration 38Q: 3 clusters Score -1790683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1790681.125000 Penalty: 3162.722168
	Iteration 39Q: 3 clusters Score -1790681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -1790681.250000 Penalty: 3162.722168
	Iteration 40F: 3 clusters Score -1790681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -1790684.250000 Penalty: 3162.722168
	Iteration 41Q: 3 clusters Score -1790684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -1790689.500000 Penalty: 3162.722168
	Iteration 42Q: 3 clusters Score -1790690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -1790689.375000 Penalty: 3162.722168
	Iteration 43Q: 3 clusters Score -1790689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -1790694.500000 Penalty: 3162.722168
	Iteration 44Q: 3 clusters Score -1790694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -1790692.875000 Penalty: 3162.722168
	Iteration 45Q: 3 clusters Score -1790693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -1790698.500000 Penalty: 3162.722168
	Iteration 46Q: 3 clusters Score -1790698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1790699.625000 Penalty: 3162.722168
	Iteration 47Q: 3 clusters Score -1790700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -1790704.250000 Penalty: 3162.722168
	Iteration 48Q: 3 clusters Score -1790704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -1790708.000000 Penalty: 3162.722168
	Iteration 49Q: 3 clusters Score -1790708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -1790707.375000 Penalty: 3162.722168
	Iteration 50Q: 3 clusters Score -1790707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -1790709.875000 Penalty: 3162.722168
	Iteration 51Q: 3 clusters Score -1790710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -1790710.875000 Penalty: 3162.722168
	Iteration 52Q: 3 clusters Score -1790711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -1790711.375000 Penalty: 3162.722168
	Iteration 53Q: 3 clusters Score -1790711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -1790711.375000 Penalty: 3162.722168
	Iteration 54F: 3 clusters Score -1790711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (130743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130743 members 
Entering Unmasked Estep 
Score: -14018871.000000 Penalty: 1914.410645
	Iteration 0F: 2 clusters Score -1.401887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65344 members 
Mstep: Class 2 contains 65399 members 
Entering Unmasked Estep 
Score: -13931822.000000 Penalty: 3828.821289
	Iteration 0F: 3 clusters Score -1.393182e+07 nChanged 62488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65290 members 
Mstep: Class 2 contains 65453 members 
Entering Unmasked Estep 
Score: -13968143.000000 Penalty: 3828.821289
	Iteration 1F: 3 clusters Score -1.396814e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65128 members 
Mstep: Class 2 contains 65615 members 
Entering Unmasked Estep 
Score: -13968820.000000 Penalty: 3828.821289
	Iteration 2Q: 3 clusters Score -1.396882e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 66038 members 
Entering Unmasked Estep 
Score: -13969625.000000 Penalty: 3828.821289
	Iteration 3Q: 3 clusters Score -1.396962e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63842 members 
Mstep: Class 2 contains 66901 members 
Entering Unmasked Estep 
Score: -13970542.000000 Penalty: 3828.821289
	Iteration 4Q: 3 clusters Score -1.397054e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62282 members 
Mstep: Class 2 contains 68461 members 
Entering Unmasked Estep 
Score: -13971941.000000 Penalty: 3828.821289
	Iteration 5Q: 3 clusters Score -1.397194e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59733 members 
Mstep: Class 2 contains 71010 members 
Entering Unmasked Estep 
Score: -13974219.000000 Penalty: 3828.821289
	Iteration 6Q: 3 clusters Score -1.397422e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55990 members 
Mstep: Class 2 contains 74753 members 
Entering Unmasked Estep 
Score: -13977811.000000 Penalty: 3828.821289
	Iteration 7F: 3 clusters Score -1.397781e+07 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51287 members 
Mstep: Class 2 contains 79456 members 
Entering Unmasked Estep 
Score: -13982796.000000 Penalty: 3828.821289
	Iteration 8F: 3 clusters Score -1.39828e+07 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 84422 members 
Entering Unmasked Estep 
Score: -13988215.000000 Penalty: 3828.821289
	Iteration 9F: 3 clusters Score -1.398822e+07 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 88830 members 
Entering Unmasked Estep 
Score: -13993268.000000 Penalty: 3828.821289
	Iteration 10F: 3 clusters Score -1.399327e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 92134 members 
Entering Unmasked Estep 
Score: -13997375.000000 Penalty: 3828.821289
	Iteration 11Q: 3 clusters Score -1.399738e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 94541 members 
Entering Unmasked Estep 
Score: -14000541.000000 Penalty: 3828.821289
	Iteration 12Q: 3 clusters Score -1.400054e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 96323 members 
Entering Unmasked Estep 
Score: -14002675.000000 Penalty: 3828.821289
	Iteration 13Q: 3 clusters Score -1.400268e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 97955 members 
Entering Unmasked Estep 
Score: -14003879.000000 Penalty: 3828.821289
	Iteration 14Q: 3 clusters Score -1.400388e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 99631 members 
Entering Unmasked Estep 
Score: -14004691.000000 Penalty: 3828.821289
	Iteration 15Q: 3 clusters Score -1.400469e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 101274 members 
Entering Unmasked Estep 
Score: -14005426.000000 Penalty: 3828.821289
	Iteration 16Q: 3 clusters Score -1.400543e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 102934 members 
Entering Unmasked Estep 
Score: -14006069.000000 Penalty: 3828.821289
	Iteration 17Q: 3 clusters Score -1.400607e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 104591 members 
Entering Unmasked Estep 
Score: -14006682.000000 Penalty: 3828.821289
	Iteration 18Q: 3 clusters Score -1.400668e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 106217 members 
Entering Unmasked Estep 
Score: -14007414.000000 Penalty: 3828.821289
	Iteration 19Q: 3 clusters Score -1.400741e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 107799 members 
Entering Unmasked Estep 
Score: -14008082.000000 Penalty: 3828.821289
	Iteration 20F: 3 clusters Score -1.400808e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 109375 members 
Entering Unmasked Estep 
Score: -14008704.000000 Penalty: 3828.821289
	Iteration 21Q: 3 clusters Score -1.40087e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 110938 members 
Entering Unmasked Estep 
Score: -14009300.000000 Penalty: 3828.821289
	Iteration 22Q: 3 clusters Score -1.40093e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 112502 members 
Entering Unmasked Estep 
Score: -14009854.000000 Penalty: 3828.821289
	Iteration 23Q: 3 clusters Score -1.400985e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 114021 members 
Entering Unmasked Estep 
Score: -14010491.000000 Penalty: 3828.821289
	Iteration 24Q: 3 clusters Score -1.401049e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 115522 members 
Entering Unmasked Estep 
Score: -14011207.000000 Penalty: 3828.821289
	Iteration 25Q: 3 clusters Score -1.401121e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 116991 members 
Entering Unmasked Estep 
Score: -14011861.000000 Penalty: 3828.821289
	Iteration 26Q: 3 clusters Score -1.401186e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 118415 members 
Entering Unmasked Estep 
Score: -14012578.000000 Penalty: 3828.821289
	Iteration 27Q: 3 clusters Score -1.401258e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 119740 members 
Entering Unmasked Estep 
Score: -14013130.000000 Penalty: 3828.821289
	Iteration 28Q: 3 clusters Score -1.401313e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 120950 members 
Entering Unmasked Estep 
Score: -14013680.000000 Penalty: 3828.821289
	Iteration 29Q: 3 clusters Score -1.401368e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 122067 members 
Entering Unmasked Estep 
Score: -14014211.000000 Penalty: 3828.821289
	Iteration 30Q: 3 clusters Score -1.401421e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 123034 members 
Entering Unmasked Estep 
Score: -14014688.000000 Penalty: 3828.821289
	Iteration 31Q: 3 clusters Score -1.401469e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 123941 members 
Entering Unmasked Estep 
Score: -14015220.000000 Penalty: 3828.821289
	Iteration 32Q: 3 clusters Score -1.401522e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 124772 members 
Entering Unmasked Estep 
Score: -14015654.000000 Penalty: 3828.821289
	Iteration 33Q: 3 clusters Score -1.401565e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 125488 members 
Entering Unmasked Estep 
Score: -14016007.000000 Penalty: 3828.821289
	Iteration 34Q: 3 clusters Score -1.401601e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 126091 members 
Entering Unmasked Estep 
Score: -14016297.000000 Penalty: 3828.821289
	Iteration 35Q: 3 clusters Score -1.40163e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 126620 members 
Entering Unmasked Estep 
Score: -14016621.000000 Penalty: 3828.821289
	Iteration 36Q: 3 clusters Score -1.401662e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 127066 members 
Entering Unmasked Estep 
Score: -14016854.000000 Penalty: 3828.821289
	Iteration 37Q: 3 clusters Score -1.401685e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 127428 members 
Entering Unmasked Estep 
Score: -14017067.000000 Penalty: 3828.821289
	Iteration 38Q: 3 clusters Score -1.401707e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 127710 members 
Entering Unmasked Estep 
Score: -14017263.000000 Penalty: 3828.821289
	Iteration 39Q: 3 clusters Score -1.401726e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 127938 members 
Entering Unmasked Estep 
Score: -14017341.000000 Penalty: 3828.821289
	Iteration 40F: 3 clusters Score -1.401734e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 128109 members 
Entering Unmasked Estep 
Score: -14017370.000000 Penalty: 3828.821289
	Iteration 41Q: 3 clusters Score -1.401737e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 128241 members 
Entering Unmasked Estep 
Score: -14017398.000000 Penalty: 3828.821289
	Iteration 42Q: 3 clusters Score -1.40174e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 128347 members 
Entering Unmasked Estep 
Score: -14017446.000000 Penalty: 3828.821289
	Iteration 43Q: 3 clusters Score -1.401745e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 128446 members 
Entering Unmasked Estep 
Score: -14017462.000000 Penalty: 3828.821289
	Iteration 44Q: 3 clusters Score -1.401746e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 128514 members 
Entering Unmasked Estep 
Score: -14017492.000000 Penalty: 3828.821289
	Iteration 45Q: 3 clusters Score -1.401749e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 128568 members 
Entering Unmasked Estep 
Score: -14017505.000000 Penalty: 3828.821289
	Iteration 46Q: 3 clusters Score -1.40175e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 128611 members 
Entering Unmasked Estep 
Score: -14017528.000000 Penalty: 3828.821289
	Iteration 47Q: 3 clusters Score -1.401753e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 128641 members 
Entering Unmasked Estep 
Score: -14017550.000000 Penalty: 3828.821289
	Iteration 48Q: 3 clusters Score -1.401755e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 128671 members 
Entering Unmasked Estep 
Score: -14017546.000000 Penalty: 3828.821289
	Iteration 49Q: 3 clusters Score -1.401755e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 128698 members 
Entering Unmasked Estep 
Score: -14017557.000000 Penalty: 3828.821289
	Iteration 50Q: 3 clusters Score -1.401756e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 128712 members 
Entering Unmasked Estep 
Score: -14017553.000000 Penalty: 3828.821289
	Iteration 51Q: 3 clusters Score -1.401755e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 128723 members 
Entering Unmasked Estep 
Score: -14017554.000000 Penalty: 3828.821289
	Iteration 52Q: 3 clusters Score -1.401755e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 128735 members 
Entering Unmasked Estep 
Score: -14017562.000000 Penalty: 3828.821289
	Iteration 53Q: 3 clusters Score -1.401756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 128750 members 
Entering Unmasked Estep 
Score: -14017579.000000 Penalty: 3828.821289
	Iteration 54Q: 3 clusters Score -1.401758e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 128765 members 
Entering Unmasked Estep 
Score: -14017561.000000 Penalty: 3828.821289
	Iteration 55Q: 3 clusters Score -1.401756e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 128778 members 
Entering Unmasked Estep 
Score: -14017577.000000 Penalty: 3828.821289
	Iteration 56Q: 3 clusters Score -1.401758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 128787 members 
Entering Unmasked Estep 
Score: -14017577.000000 Penalty: 3828.821289
	Iteration 57Q: 3 clusters Score -1.401758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 128794 members 
Entering Unmasked Estep 
Score: -14017580.000000 Penalty: 3828.821289
	Iteration 58Q: 3 clusters Score -1.401758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 128801 members 
Entering Unmasked Estep 
Score: -14017587.000000 Penalty: 3828.821289
	Iteration 59Q: 3 clusters Score -1.401759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 128808 members 
Entering Unmasked Estep 
Score: -14017585.000000 Penalty: 3828.821289
	Iteration 60F: 3 clusters Score -1.401758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 128816 members 
Entering Unmasked Estep 
Score: -14017601.000000 Penalty: 3828.821289
	Iteration 61Q: 3 clusters Score -1.40176e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 128830 members 
Entering Unmasked Estep 
Score: -14017610.000000 Penalty: 3828.821289
	Iteration 62Q: 3 clusters Score -1.401761e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 128844 members 
Entering Unmasked Estep 
Score: -14017606.000000 Penalty: 3828.821289
	Iteration 63Q: 3 clusters Score -1.401761e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 128857 members 
Entering Unmasked Estep 
Score: -14017620.000000 Penalty: 3828.821289
	Iteration 64Q: 3 clusters Score -1.401762e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 128869 members 
Entering Unmasked Estep 
Score: -14017609.000000 Penalty: 3828.821289
	Iteration 65Q: 3 clusters Score -1.401761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 128877 members 
Entering Unmasked Estep 
Score: -14017620.000000 Penalty: 3828.821289
	Iteration 66Q: 3 clusters Score -1.401762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 128884 members 
Entering Unmasked Estep 
Score: -14017630.000000 Penalty: 3828.821289
	Iteration 67Q: 3 clusters Score -1.401763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 128890 members 
Entering Unmasked Estep 
Score: -14017637.000000 Penalty: 3828.821289
	Iteration 68Q: 3 clusters Score -1.401764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 128894 members 
Entering Unmasked Estep 
Score: -14017642.000000 Penalty: 3828.821289
	Iteration 69Q: 3 clusters Score -1.401764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 128901 members 
Entering Unmasked Estep 
Score: -14017636.000000 Penalty: 3828.821289
	Iteration 70Q: 3 clusters Score -1.401764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 128906 members 
Entering Unmasked Estep 
Score: -14017642.000000 Penalty: 3828.821289
	Iteration 71Q: 3 clusters Score -1.401764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 128906 members 
Entering Unmasked Estep 
Score: -14017639.000000 Penalty: 3828.821289
	Iteration 72Q: 3 clusters Score -1.401764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 128906 members 
Entering Unmasked Estep 
Score: -14017640.000000 Penalty: 3828.821289
	Iteration 73Q: 3 clusters Score -1.401764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 128907 members 
Entering Unmasked Estep 
Score: -14017642.000000 Penalty: 3828.821289
	Iteration 74Q: 3 clusters Score -1.401764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 128909 members 
Entering Unmasked Estep 
Score: -14017642.000000 Penalty: 3828.821289
	Iteration 75Q: 3 clusters Score -1.401764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 128909 members 
Entering Unmasked Estep 
Score: -14017642.000000 Penalty: 3828.821289
	Iteration 76F: 3 clusters Score -1.401764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Entering Unmasked Estep 
Score: -2747578.250000 Penalty: 1661.584595
	Iteration 0F: 2 clusters Score -2747578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2729082.750000 Penalty: 3323.169189
	Iteration 0F: 3 clusters Score -2729083 nChanged 12524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2736428.000000 Penalty: 3323.169189
	Iteration 1F: 3 clusters Score -2736428 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2737118.000000 Penalty: 3323.169189
	Iteration 2F: 3 clusters Score -2737118 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2737820.500000 Penalty: 3323.169189
	Iteration 3F: 3 clusters Score -2737820 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2738561.500000 Penalty: 3323.169189
	Iteration 4F: 3 clusters Score -2738562 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2739345.250000 Penalty: 3323.169189
	Iteration 5F: 3 clusters Score -2739345 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2740116.000000 Penalty: 3323.169189
	Iteration 6F: 3 clusters Score -2740116 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2740802.250000 Penalty: 3323.169189
	Iteration 7Q: 3 clusters Score -2740802 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2741390.250000 Penalty: 3323.169189
	Iteration 8Q: 3 clusters Score -2741390 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2741912.000000 Penalty: 3323.169189
	Iteration 9Q: 3 clusters Score -2741912 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2742317.500000 Penalty: 3323.169189
	Iteration 10Q: 3 clusters Score -2742318 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2742575.500000 Penalty: 3323.169189
	Iteration 11Q: 3 clusters Score -2742576 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2742717.000000 Penalty: 3323.169189
	Iteration 12Q: 3 clusters Score -2742717 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2742817.000000 Penalty: 3323.169189
	Iteration 13Q: 3 clusters Score -2742817 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2742885.750000 Penalty: 3323.169189
	Iteration 14Q: 3 clusters Score -2742886 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2742966.750000 Penalty: 3323.169189
	Iteration 15Q: 3 clusters Score -2742967 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -2743016.250000 Penalty: 3323.169189
	Iteration 16Q: 3 clusters Score -2743016 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2743059.250000 Penalty: 3323.169189
	Iteration 17Q: 3 clusters Score -2743059 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2743111.750000 Penalty: 3323.169189
	Iteration 18Q: 3 clusters Score -2743112 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2743148.000000 Penalty: 3323.169189
	Iteration 19Q: 3 clusters Score -2743148 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2743187.750000 Penalty: 3323.169189
	Iteration 20F: 3 clusters Score -2743188 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2743209.250000 Penalty: 3323.169189
	Iteration 21Q: 3 clusters Score -2743209 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2743240.250000 Penalty: 3323.169189
	Iteration 22Q: 3 clusters Score -2743240 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2743264.750000 Penalty: 3323.169189
	Iteration 23Q: 3 clusters Score -2743265 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2743286.000000 Penalty: 3323.169189
	Iteration 24Q: 3 clusters Score -2743286 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2743308.000000 Penalty: 3323.169189
	Iteration 25Q: 3 clusters Score -2743308 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2743328.750000 Penalty: 3323.169189
	Iteration 26Q: 3 clusters Score -2743329 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2743348.000000 Penalty: 3323.169189
	Iteration 27Q: 3 clusters Score -2743348 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -2743379.750000 Penalty: 3323.169189
	Iteration 28Q: 3 clusters Score -2743380 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2743395.250000 Penalty: 3323.169189
	Iteration 29Q: 3 clusters Score -2743395 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2743415.500000 Penalty: 3323.169189
	Iteration 30Q: 3 clusters Score -2743416 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2743442.000000 Penalty: 3323.169189
	Iteration 31Q: 3 clusters Score -2743442 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2743457.500000 Penalty: 3323.169189
	Iteration 32Q: 3 clusters Score -2743458 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -2743481.250000 Penalty: 3323.169189
	Iteration 33Q: 3 clusters Score -2743481 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2743499.000000 Penalty: 3323.169189
	Iteration 34Q: 3 clusters Score -2743499 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2743531.500000 Penalty: 3323.169189
	Iteration 35Q: 3 clusters Score -2743532 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2743554.750000 Penalty: 3323.169189
	Iteration 36Q: 3 clusters Score -2743555 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2743563.000000 Penalty: 3323.169189
	Iteration 37Q: 3 clusters Score -2743563 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2743593.500000 Penalty: 3323.169189
	Iteration 38Q: 3 clusters Score -2743594 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -2743605.500000 Penalty: 3323.169189
	Iteration 39Q: 3 clusters Score -2743606 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2743622.000000 Penalty: 3323.169189
	Iteration 40F: 3 clusters Score -2743622 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2743632.750000 Penalty: 3323.169189
	Iteration 41Q: 3 clusters Score -2743633 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2743640.250000 Penalty: 3323.169189
	Iteration 42Q: 3 clusters Score -2743640 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2743643.500000 Penalty: 3323.169189
	Iteration 43Q: 3 clusters Score -2743644 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2743667.250000 Penalty: 3323.169189
	Iteration 44Q: 3 clusters Score -2743667 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2743686.250000 Penalty: 3323.169189
	Iteration 45Q: 3 clusters Score -2743686 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2743709.000000 Penalty: 3323.169189
	Iteration 46Q: 3 clusters Score -2743709 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2743722.750000 Penalty: 3323.169189
	Iteration 47Q: 3 clusters Score -2743723 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2743741.000000 Penalty: 3323.169189
	Iteration 48Q: 3 clusters Score -2743741 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2743739.500000 Penalty: 3323.169189
	Iteration 49Q: 3 clusters Score -2743740 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2743761.750000 Penalty: 3323.169189
	Iteration 50Q: 3 clusters Score -2743762 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2743766.750000 Penalty: 3323.169189
	Iteration 51Q: 3 clusters Score -2743767 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2743774.250000 Penalty: 3323.169189
	Iteration 52Q: 3 clusters Score -2743774 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2743791.000000 Penalty: 3323.169189
	Iteration 53Q: 3 clusters Score -2743791 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2743801.000000 Penalty: 3323.169189
	Iteration 54Q: 3 clusters Score -2743801 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2743811.750000 Penalty: 3323.169189
	Iteration 55Q: 3 clusters Score -2743812 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2743825.000000 Penalty: 3323.169189
	Iteration 56Q: 3 clusters Score -2743825 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2743830.000000 Penalty: 3323.169189
	Iteration 57Q: 3 clusters Score -2743830 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2743836.750000 Penalty: 3323.169189
	Iteration 58Q: 3 clusters Score -2743837 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2743847.000000 Penalty: 3323.169189
	Iteration 59Q: 3 clusters Score -2743847 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2743858.750000 Penalty: 3323.169189
	Iteration 60F: 3 clusters Score -2743859 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2743882.000000 Penalty: 3323.169189
	Iteration 61Q: 3 clusters Score -2743882 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2743886.250000 Penalty: 3323.169189
	Iteration 62Q: 3 clusters Score -2743886 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2743902.500000 Penalty: 3323.169189
	Iteration 63Q: 3 clusters Score -2743902 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2743916.500000 Penalty: 3323.169189
	Iteration 64Q: 3 clusters Score -2743916 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2743924.250000 Penalty: 3323.169189
	Iteration 65Q: 3 clusters Score -2743924 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2743939.250000 Penalty: 3323.169189
	Iteration 66Q: 3 clusters Score -2743939 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2743967.250000 Penalty: 3323.169189
	Iteration 67Q: 3 clusters Score -2743967 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2743983.000000 Penalty: 3323.169189
	Iteration 68Q: 3 clusters Score -2743983 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2744018.000000 Penalty: 3323.169189
	Iteration 69Q: 3 clusters Score -2744018 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2744042.000000 Penalty: 3323.169189
	Iteration 70Q: 3 clusters Score -2744042 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2744084.500000 Penalty: 3323.169189
	Iteration 71Q: 3 clusters Score -2744084 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2744112.750000 Penalty: 3323.169189
	Iteration 72Q: 3 clusters Score -2744113 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2744152.000000 Penalty: 3323.169189
	Iteration 73Q: 3 clusters Score -2744152 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2744191.750000 Penalty: 3323.169189
	Iteration 74Q: 3 clusters Score -2744192 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2744229.750000 Penalty: 3323.169189
	Iteration 75Q: 3 clusters Score -2744230 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2744265.750000 Penalty: 3323.169189
	Iteration 76Q: 3 clusters Score -2744266 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2744323.500000 Penalty: 3323.169189
	Iteration 77Q: 3 clusters Score -2744324 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2744385.500000 Penalty: 3323.169189
	Iteration 78Q: 3 clusters Score -2744386 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2744453.500000 Penalty: 3323.169189
	Iteration 79Q: 3 clusters Score -2744454 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2744500.500000 Penalty: 3323.169189
	Iteration 80F: 3 clusters Score -2744500 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2744561.250000 Penalty: 3323.169189
	Iteration 81Q: 3 clusters Score -2744561 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -2744610.750000 Penalty: 3323.169189
	Iteration 82Q: 3 clusters Score -2744611 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2744679.750000 Penalty: 3323.169189
	Iteration 83Q: 3 clusters Score -2744680 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2744743.000000 Penalty: 3323.169189
	Iteration 84Q: 3 clusters Score -2744743 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2744833.500000 Penalty: 3323.169189
	Iteration 85Q: 3 clusters Score -2744834 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2744888.250000 Penalty: 3323.169189
	Iteration 86Q: 3 clusters Score -2744888 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2744968.250000 Penalty: 3323.169189
	Iteration 87Q: 3 clusters Score -2744968 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2745060.750000 Penalty: 3323.169189
	Iteration 88Q: 3 clusters Score -2745061 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2745133.750000 Penalty: 3323.169189
	Iteration 89Q: 3 clusters Score -2745134 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2745232.000000 Penalty: 3323.169189
	Iteration 90Q: 3 clusters Score -2745232 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2745314.000000 Penalty: 3323.169189
	Iteration 91Q: 3 clusters Score -2745314 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2745423.000000 Penalty: 3323.169189
	Iteration 92Q: 3 clusters Score -2745423 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2745525.250000 Penalty: 3323.169189
	Iteration 93Q: 3 clusters Score -2745525 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2745642.250000 Penalty: 3323.169189
	Iteration 94Q: 3 clusters Score -2745642 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2745761.250000 Penalty: 3323.169189
	Iteration 95Q: 3 clusters Score -2745761 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2745890.750000 Penalty: 3323.169189
	Iteration 96Q: 3 clusters Score -2745891 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2745997.250000 Penalty: 3323.169189
	Iteration 97Q: 3 clusters Score -2745997 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2746085.750000 Penalty: 3323.169189
	Iteration 98Q: 3 clusters Score -2746086 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2746166.250000 Penalty: 3323.169189
	Iteration 99Q: 3 clusters Score -2746166 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2746247.000000 Penalty: 3323.169189
	Iteration 100F: 3 clusters Score -2746247 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2746304.500000 Penalty: 3323.169189
	Iteration 101Q: 3 clusters Score -2746304 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2746349.250000 Penalty: 3323.169189
	Iteration 102Q: 3 clusters Score -2746349 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2746378.500000 Penalty: 3323.169189
	Iteration 103Q: 3 clusters Score -2746378 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2746419.500000 Penalty: 3323.169189
	Iteration 104Q: 3 clusters Score -2746420 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2746462.750000 Penalty: 3323.169189
	Iteration 105Q: 3 clusters Score -2746463 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2746486.500000 Penalty: 3323.169189
	Iteration 106Q: 3 clusters Score -2746486 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2746508.500000 Penalty: 3323.169189
	Iteration 107Q: 3 clusters Score -2746508 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2746534.250000 Penalty: 3323.169189
	Iteration 108Q: 3 clusters Score -2746534 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2746556.250000 Penalty: 3323.169189
	Iteration 109Q: 3 clusters Score -2746556 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2746582.000000 Penalty: 3323.169189
	Iteration 110Q: 3 clusters Score -2746582 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2746601.250000 Penalty: 3323.169189
	Iteration 111Q: 3 clusters Score -2746601 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2746620.750000 Penalty: 3323.169189
	Iteration 112Q: 3 clusters Score -2746621 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2746631.750000 Penalty: 3323.169189
	Iteration 113Q: 3 clusters Score -2746632 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2746654.000000 Penalty: 3323.169189
	Iteration 114Q: 3 clusters Score -2746654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2746672.500000 Penalty: 3323.169189
	Iteration 115Q: 3 clusters Score -2746672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2746683.000000 Penalty: 3323.169189
	Iteration 116Q: 3 clusters Score -2746683 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2746684.750000 Penalty: 3323.169189
	Iteration 117Q: 3 clusters Score -2746685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2746703.250000 Penalty: 3323.169189
	Iteration 118Q: 3 clusters Score -2746703 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2746716.250000 Penalty: 3323.169189
	Iteration 119Q: 3 clusters Score -2746716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2746740.000000 Penalty: 3323.169189
	Iteration 120F: 3 clusters Score -2746740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2746767.250000 Penalty: 3323.169189
	Iteration 121Q: 3 clusters Score -2746767 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2746794.250000 Penalty: 3323.169189
	Iteration 122Q: 3 clusters Score -2746794 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2746817.000000 Penalty: 3323.169189
	Iteration 123Q: 3 clusters Score -2746817 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2746847.000000 Penalty: 3323.169189
	Iteration 124Q: 3 clusters Score -2746847 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2746887.000000 Penalty: 3323.169189
	Iteration 125Q: 3 clusters Score -2746887 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2746933.750000 Penalty: 3323.169189
	Iteration 126Q: 3 clusters Score -2746934 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2746960.750000 Penalty: 3323.169189
	Iteration 127Q: 3 clusters Score -2746961 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2746982.250000 Penalty: 3323.169189
	Iteration 128Q: 3 clusters Score -2746982 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2747006.000000 Penalty: 3323.169189
	Iteration 129Q: 3 clusters Score -2747006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2747011.750000 Penalty: 3323.169189
	Iteration 130Q: 3 clusters Score -2747012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2747019.000000 Penalty: 3323.169189
	Iteration 131Q: 3 clusters Score -2747019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2747023.250000 Penalty: 3323.169189
	Iteration 132Q: 3 clusters Score -2747023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2747027.750000 Penalty: 3323.169189
	Iteration 133Q: 3 clusters Score -2747028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2747032.750000 Penalty: 3323.169189
	Iteration 134Q: 3 clusters Score -2747033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2747041.750000 Penalty: 3323.169189
	Iteration 135Q: 3 clusters Score -2747042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2747048.750000 Penalty: 3323.169189
	Iteration 136Q: 3 clusters Score -2747049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2747049.500000 Penalty: 3323.169189
	Iteration 137Q: 3 clusters Score -2747050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2747049.000000 Penalty: 3323.169189
	Iteration 138Q: 3 clusters Score -2747049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2747050.500000 Penalty: 3323.169189
	Iteration 139Q: 3 clusters Score -2747050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2747054.250000 Penalty: 3323.169189
	Iteration 140F: 3 clusters Score -2747054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2747053.250000 Penalty: 3323.169189
	Iteration 141Q: 3 clusters Score -2747053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2747056.750000 Penalty: 3323.169189
	Iteration 142Q: 3 clusters Score -2747057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2747059.500000 Penalty: 3323.169189
	Iteration 143Q: 3 clusters Score -2747060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2747062.250000 Penalty: 3323.169189
	Iteration 144Q: 3 clusters Score -2747062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2747060.250000 Penalty: 3323.169189
	Iteration 145Q: 3 clusters Score -2747060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2747061.000000 Penalty: 3323.169189
	Iteration 146Q: 3 clusters Score -2747061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2747061.000000 Penalty: 3323.169189
	Iteration 147F: 3 clusters Score -2747061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Entering Unmasked Estep 
Score: -1129773.500000 Penalty: 1508.296265
	Iteration 0F: 2 clusters Score -1129774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1122123.000000 Penalty: 3016.592529
	Iteration 0F: 3 clusters Score -1122123 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1124724.375000 Penalty: 3016.592529
	Iteration 1F: 3 clusters Score -1124724 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1125151.250000 Penalty: 3016.592529
	Iteration 2F: 3 clusters Score -1125151 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1125632.375000 Penalty: 3016.592529
	Iteration 3F: 3 clusters Score -1125632 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1126215.750000 Penalty: 3016.592529
	Iteration 4F: 3 clusters Score -1126216 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1126842.000000 Penalty: 3016.592529
	Iteration 5F: 3 clusters Score -1126842 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1127359.000000 Penalty: 3016.592529
	Iteration 6F: 3 clusters Score -1127359 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1127669.125000 Penalty: 3016.592529
	Iteration 7F: 3 clusters Score -1127669 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1127837.125000 Penalty: 3016.592529
	Iteration 8Q: 3 clusters Score -1127837 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1127919.375000 Penalty: 3016.592529
	Iteration 9Q: 3 clusters Score -1127919 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1127969.250000 Penalty: 3016.592529
	Iteration 10Q: 3 clusters Score -1127969 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1127998.750000 Penalty: 3016.592529
	Iteration 11Q: 3 clusters Score -1127999 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1128013.625000 Penalty: 3016.592529
	Iteration 12Q: 3 clusters Score -1128014 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1128025.625000 Penalty: 3016.592529
	Iteration 13Q: 3 clusters Score -1128026 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1128037.375000 Penalty: 3016.592529
	Iteration 14Q: 3 clusters Score -1128037 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1128044.375000 Penalty: 3016.592529
	Iteration 15Q: 3 clusters Score -1128044 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1128050.000000 Penalty: 3016.592529
	Iteration 16Q: 3 clusters Score -1128050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1128054.375000 Penalty: 3016.592529
	Iteration 17Q: 3 clusters Score -1128054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1128060.875000 Penalty: 3016.592529
	Iteration 18Q: 3 clusters Score -1128061 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1128063.125000 Penalty: 3016.592529
	Iteration 19Q: 3 clusters Score -1128063 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1128071.625000 Penalty: 3016.592529
	Iteration 20F: 3 clusters Score -1128072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1128073.125000 Penalty: 3016.592529
	Iteration 21Q: 3 clusters Score -1128073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1128078.625000 Penalty: 3016.592529
	Iteration 22Q: 3 clusters Score -1128079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1128082.250000 Penalty: 3016.592529
	Iteration 23Q: 3 clusters Score -1128082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1128083.500000 Penalty: 3016.592529
	Iteration 24Q: 3 clusters Score -1128084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1128085.875000 Penalty: 3016.592529
	Iteration 25Q: 3 clusters Score -1128086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1128093.750000 Penalty: 3016.592529
	Iteration 26Q: 3 clusters Score -1128094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1128098.375000 Penalty: 3016.592529
	Iteration 27Q: 3 clusters Score -1128098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1128100.750000 Penalty: 3016.592529
	Iteration 28Q: 3 clusters Score -1128101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1128104.250000 Penalty: 3016.592529
	Iteration 29Q: 3 clusters Score -1128104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1128104.375000 Penalty: 3016.592529
	Iteration 30Q: 3 clusters Score -1128104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1128111.000000 Penalty: 3016.592529
	Iteration 31Q: 3 clusters Score -1128111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1128113.500000 Penalty: 3016.592529
	Iteration 32Q: 3 clusters Score -1128114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1128116.750000 Penalty: 3016.592529
	Iteration 33Q: 3 clusters Score -1128117 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1128122.875000 Penalty: 3016.592529
	Iteration 34Q: 3 clusters Score -1128123 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1128131.000000 Penalty: 3016.592529
	Iteration 35Q: 3 clusters Score -1128131 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1128146.125000 Penalty: 3016.592529
	Iteration 36Q: 3 clusters Score -1128146 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1128156.625000 Penalty: 3016.592529
	Iteration 37Q: 3 clusters Score -1128157 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1128167.625000 Penalty: 3016.592529
	Iteration 38Q: 3 clusters Score -1128168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1128176.250000 Penalty: 3016.592529
	Iteration 39Q: 3 clusters Score -1128176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1128178.500000 Penalty: 3016.592529
	Iteration 40F: 3 clusters Score -1128178 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1128187.375000 Penalty: 3016.592529
	Iteration 41Q: 3 clusters Score -1128187 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1128205.250000 Penalty: 3016.592529
	Iteration 42Q: 3 clusters Score -1128205 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1128216.625000 Penalty: 3016.592529
	Iteration 43Q: 3 clusters Score -1128217 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1128234.500000 Penalty: 3016.592529
	Iteration 44Q: 3 clusters Score -1128234 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1128246.125000 Penalty: 3016.592529
	Iteration 45Q: 3 clusters Score -1128246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1128251.625000 Penalty: 3016.592529
	Iteration 46Q: 3 clusters Score -1128252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1128262.125000 Penalty: 3016.592529
	Iteration 47Q: 3 clusters Score -1128262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1128271.500000 Penalty: 3016.592529
	Iteration 48Q: 3 clusters Score -1128272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1128277.125000 Penalty: 3016.592529
	Iteration 49Q: 3 clusters Score -1128277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1128283.750000 Penalty: 3016.592529
	Iteration 50Q: 3 clusters Score -1128284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1128290.500000 Penalty: 3016.592529
	Iteration 51Q: 3 clusters Score -1128290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1128295.750000 Penalty: 3016.592529
	Iteration 52Q: 3 clusters Score -1128296 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1128305.375000 Penalty: 3016.592529
	Iteration 53Q: 3 clusters Score -1128305 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1128318.000000 Penalty: 3016.592529
	Iteration 54Q: 3 clusters Score -1128318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1128326.625000 Penalty: 3016.592529
	Iteration 55Q: 3 clusters Score -1128327 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1128338.750000 Penalty: 3016.592529
	Iteration 56Q: 3 clusters Score -1128339 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1128353.125000 Penalty: 3016.592529
	Iteration 57Q: 3 clusters Score -1128353 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1128372.375000 Penalty: 3016.592529
	Iteration 58Q: 3 clusters Score -1128372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1128398.375000 Penalty: 3016.592529
	Iteration 59Q: 3 clusters Score -1128398 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1128419.000000 Penalty: 3016.592529
	Iteration 60F: 3 clusters Score -1128419 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1128453.500000 Penalty: 3016.592529
	Iteration 61Q: 3 clusters Score -1128454 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1128500.125000 Penalty: 3016.592529
	Iteration 62Q: 3 clusters Score -1128500 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1128589.500000 Penalty: 3016.592529
	Iteration 63Q: 3 clusters Score -1128590 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1128682.500000 Penalty: 3016.592529
	Iteration 64Q: 3 clusters Score -1128682 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1128753.375000 Penalty: 3016.592529
	Iteration 65Q: 3 clusters Score -1128753 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1128788.250000 Penalty: 3016.592529
	Iteration 66Q: 3 clusters Score -1128788 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1128804.000000 Penalty: 3016.592529
	Iteration 67Q: 3 clusters Score -1128804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1128815.000000 Penalty: 3016.592529
	Iteration 68Q: 3 clusters Score -1128815 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1128822.125000 Penalty: 3016.592529
	Iteration 69Q: 3 clusters Score -1128822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1128836.125000 Penalty: 3016.592529
	Iteration 70Q: 3 clusters Score -1128836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1128850.375000 Penalty: 3016.592529
	Iteration 71Q: 3 clusters Score -1128850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1128863.625000 Penalty: 3016.592529
	Iteration 72Q: 3 clusters Score -1128864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1128867.875000 Penalty: 3016.592529
	Iteration 73Q: 3 clusters Score -1128868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1128870.375000 Penalty: 3016.592529
	Iteration 74Q: 3 clusters Score -1128870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1128872.500000 Penalty: 3016.592529
	Iteration 75Q: 3 clusters Score -1128872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1128876.375000 Penalty: 3016.592529
	Iteration 76Q: 3 clusters Score -1128876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1128875.250000 Penalty: 3016.592529
	Iteration 77Q: 3 clusters Score -1128875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1128879.500000 Penalty: 3016.592529
	Iteration 78Q: 3 clusters Score -1128880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1128881.500000 Penalty: 3016.592529
	Iteration 79Q: 3 clusters Score -1128882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1128881.625000 Penalty: 3016.592529
	Iteration 80F: 3 clusters Score -1128882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1128881.875000 Penalty: 3016.592529
	Iteration 81Q: 3 clusters Score -1128882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1128881.875000 Penalty: 3016.592529
	Iteration 82Q: 3 clusters Score -1128882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1128882.750000 Penalty: 3016.592529
	Iteration 83Q: 3 clusters Score -1128883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1128882.500000 Penalty: 3016.592529
	Iteration 84Q: 3 clusters Score -1128882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1128885.500000 Penalty: 3016.592529
	Iteration 85Q: 3 clusters Score -1128886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1128884.875000 Penalty: 3016.592529
	Iteration 86Q: 3 clusters Score -1128885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1128885.375000 Penalty: 3016.592529
	Iteration 87Q: 3 clusters Score -1128885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1128885.375000 Penalty: 3016.592529
	Iteration 88F: 3 clusters Score -1128885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Entering Unmasked Estep 
Score: -2591728.250000 Penalty: 1641.556763
	Iteration 0F: 2 clusters Score -2591728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -2575260.750000 Penalty: 3283.113525
	Iteration 0F: 3 clusters Score -2575261 nChanged 11041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2581452.750000 Penalty: 3283.113525
	Iteration 1F: 3 clusters Score -2581453 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2581841.000000 Penalty: 3283.113525
	Iteration 2Q: 3 clusters Score -2581841 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2582183.500000 Penalty: 3283.113525
	Iteration 3Q: 3 clusters Score -2582184 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2582509.750000 Penalty: 3283.113525
	Iteration 4Q: 3 clusters Score -2582510 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2582836.500000 Penalty: 3283.113525
	Iteration 5Q: 3 clusters Score -2582836 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2583178.750000 Penalty: 3283.113525
	Iteration 6Q: 3 clusters Score -2583179 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2583612.750000 Penalty: 3283.113525
	Iteration 7Q: 3 clusters Score -2583613 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2584235.250000 Penalty: 3283.113525
	Iteration 8Q: 3 clusters Score -2584235 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2585052.750000 Penalty: 3283.113525
	Iteration 9F: 3 clusters Score -2585053 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2585834.250000 Penalty: 3283.113525
	Iteration 10Q: 3 clusters Score -2585834 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2586438.750000 Penalty: 3283.113525
	Iteration 11Q: 3 clusters Score -2586439 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2586776.000000 Penalty: 3283.113525
	Iteration 12Q: 3 clusters Score -2586776 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2586955.500000 Penalty: 3283.113525
	Iteration 13Q: 3 clusters Score -2586956 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2587056.500000 Penalty: 3283.113525
	Iteration 14Q: 3 clusters Score -2587056 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2587173.000000 Penalty: 3283.113525
	Iteration 15Q: 3 clusters Score -2587173 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2587257.750000 Penalty: 3283.113525
	Iteration 16Q: 3 clusters Score -2587258 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2587346.750000 Penalty: 3283.113525
	Iteration 17Q: 3 clusters Score -2587347 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2587431.750000 Penalty: 3283.113525
	Iteration 18Q: 3 clusters Score -2587432 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2587512.500000 Penalty: 3283.113525
	Iteration 19Q: 3 clusters Score -2587512 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2587601.500000 Penalty: 3283.113525
	Iteration 20F: 3 clusters Score -2587602 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2587714.250000 Penalty: 3283.113525
	Iteration 21Q: 3 clusters Score -2587714 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2587822.500000 Penalty: 3283.113525
	Iteration 22Q: 3 clusters Score -2587822 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2587942.000000 Penalty: 3283.113525
	Iteration 23Q: 3 clusters Score -2587942 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2588070.000000 Penalty: 3283.113525
	Iteration 24Q: 3 clusters Score -2588070 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2588202.250000 Penalty: 3283.113525
	Iteration 25Q: 3 clusters Score -2588202 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2588348.500000 Penalty: 3283.113525
	Iteration 26Q: 3 clusters Score -2588348 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -2588493.750000 Penalty: 3283.113525
	Iteration 27Q: 3 clusters Score -2588494 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -2588627.500000 Penalty: 3283.113525
	Iteration 28Q: 3 clusters Score -2588628 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -2588772.750000 Penalty: 3283.113525
	Iteration 29Q: 3 clusters Score -2588773 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -2588923.500000 Penalty: 3283.113525
	Iteration 30Q: 3 clusters Score -2588924 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2589069.750000 Penalty: 3283.113525
	Iteration 31Q: 3 clusters Score -2589070 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2589212.250000 Penalty: 3283.113525
	Iteration 32Q: 3 clusters Score -2589212 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -2589337.250000 Penalty: 3283.113525
	Iteration 33Q: 3 clusters Score -2589337 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2589472.250000 Penalty: 3283.113525
	Iteration 34Q: 3 clusters Score -2589472 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -2589636.250000 Penalty: 3283.113525
	Iteration 35Q: 3 clusters Score -2589636 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -2589766.750000 Penalty: 3283.113525
	Iteration 36Q: 3 clusters Score -2589767 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -2589879.750000 Penalty: 3283.113525
	Iteration 37Q: 3 clusters Score -2589880 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -2589990.500000 Penalty: 3283.113525
	Iteration 38Q: 3 clusters Score -2589990 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -2590088.750000 Penalty: 3283.113525
	Iteration 39Q: 3 clusters Score -2590089 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -2590177.750000 Penalty: 3283.113525
	Iteration 40F: 3 clusters Score -2590178 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -2590242.000000 Penalty: 3283.113525
	Iteration 41Q: 3 clusters Score -2590242 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -2590281.750000 Penalty: 3283.113525
	Iteration 42Q: 3 clusters Score -2590282 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -2590316.750000 Penalty: 3283.113525
	Iteration 43Q: 3 clusters Score -2590317 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -2590346.500000 Penalty: 3283.113525
	Iteration 44Q: 3 clusters Score -2590346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -2590363.500000 Penalty: 3283.113525
	Iteration 45Q: 3 clusters Score -2590364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -2590376.000000 Penalty: 3283.113525
	Iteration 46Q: 3 clusters Score -2590376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -2590387.250000 Penalty: 3283.113525
	Iteration 47Q: 3 clusters Score -2590387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -2590388.000000 Penalty: 3283.113525
	Iteration 48Q: 3 clusters Score -2590388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -2590394.750000 Penalty: 3283.113525
	Iteration 49Q: 3 clusters Score -2590395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -2590403.500000 Penalty: 3283.113525
	Iteration 50Q: 3 clusters Score -2590404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -2590407.500000 Penalty: 3283.113525
	Iteration 51Q: 3 clusters Score -2590408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -2590407.000000 Penalty: 3283.113525
	Iteration 52Q: 3 clusters Score -2590407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -2590416.250000 Penalty: 3283.113525
	Iteration 53Q: 3 clusters Score -2590416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -2590417.250000 Penalty: 3283.113525
	Iteration 54Q: 3 clusters Score -2590417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -2590415.250000 Penalty: 3283.113525
	Iteration 55Q: 3 clusters Score -2590415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -2590417.500000 Penalty: 3283.113525
	Iteration 56Q: 3 clusters Score -2590418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -2590420.250000 Penalty: 3283.113525
	Iteration 57Q: 3 clusters Score -2590420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -2590422.500000 Penalty: 3283.113525
	Iteration 58Q: 3 clusters Score -2590422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -2590428.500000 Penalty: 3283.113525
	Iteration 59Q: 3 clusters Score -2590428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -2590430.500000 Penalty: 3283.113525
	Iteration 60F: 3 clusters Score -2590430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -2590435.500000 Penalty: 3283.113525
	Iteration 61Q: 3 clusters Score -2590436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -2590432.500000 Penalty: 3283.113525
	Iteration 62Q: 3 clusters Score -2590432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -2590435.750000 Penalty: 3283.113525
	Iteration 63Q: 3 clusters Score -2590436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -2590436.000000 Penalty: 3283.113525
	Iteration 64Q: 3 clusters Score -2590436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -2590436.000000 Penalty: 3283.113525
	Iteration 65Q: 3 clusters Score -2590436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -2590436.000000 Penalty: 3283.113525
	Iteration 66Q: 3 clusters Score -2590436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -2590437.250000 Penalty: 3283.113525
	Iteration 67Q: 3 clusters Score -2590437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -2590436.750000 Penalty: 3283.113525
	Iteration 68Q: 3 clusters Score -2590437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -2590437.750000 Penalty: 3283.113525
	Iteration 69Q: 3 clusters Score -2590438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -2590437.750000 Penalty: 3283.113525
	Iteration 70F: 3 clusters Score -2590438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Entering Unmasked Estep 
Score: -4092707.750000 Penalty: 1718.147095
	Iteration 0F: 2 clusters Score -4092708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -4066687.750000 Penalty: 3436.294189
	Iteration 0F: 3 clusters Score -4066688 nChanged 18101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -4077166.000000 Penalty: 3436.294189
	Iteration 1F: 3 clusters Score -4077166 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -4078224.750000 Penalty: 3436.294189
	Iteration 2F: 3 clusters Score -4078225 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -4079623.000000 Penalty: 3436.294189
	Iteration 3F: 3 clusters Score -4079623 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -4081285.500000 Penalty: 3436.294189
	Iteration 4F: 3 clusters Score -4081286 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -4083131.500000 Penalty: 3436.294189
	Iteration 5F: 3 clusters Score -4083132 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -4084913.000000 Penalty: 3436.294189
	Iteration 6F: 3 clusters Score -4084913 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -4086694.250000 Penalty: 3436.294189
	Iteration 7F: 3 clusters Score -4086694 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -4088112.750000 Penalty: 3436.294189
	Iteration 8Q: 3 clusters Score -4088113 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -4088930.750000 Penalty: 3436.294189
	Iteration 9Q: 3 clusters Score -4088931 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -4089436.750000 Penalty: 3436.294189
	Iteration 10Q: 3 clusters Score -4089437 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -4089811.250000 Penalty: 3436.294189
	Iteration 11Q: 3 clusters Score -4089811 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -4090117.000000 Penalty: 3436.294189
	Iteration 12Q: 3 clusters Score -4090117 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -4090381.750000 Penalty: 3436.294189
	Iteration 13Q: 3 clusters Score -4090382 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -4090585.250000 Penalty: 3436.294189
	Iteration 14Q: 3 clusters Score -4090585 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -4090719.750000 Penalty: 3436.294189
	Iteration 15Q: 3 clusters Score -4090720 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -4090841.500000 Penalty: 3436.294189
	Iteration 16Q: 3 clusters Score -4090842 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -4090931.500000 Penalty: 3436.294189
	Iteration 17Q: 3 clusters Score -4090932 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -4091013.000000 Penalty: 3436.294189
	Iteration 18Q: 3 clusters Score -4091013 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -4091086.000000 Penalty: 3436.294189
	Iteration 19Q: 3 clusters Score -4091086 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -4091135.000000 Penalty: 3436.294189
	Iteration 20F: 3 clusters Score -4091135 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -4091197.500000 Penalty: 3436.294189
	Iteration 21Q: 3 clusters Score -4091198 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -4091242.500000 Penalty: 3436.294189
	Iteration 22Q: 3 clusters Score -4091242 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -4091280.750000 Penalty: 3436.294189
	Iteration 23Q: 3 clusters Score -4091281 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -4091318.500000 Penalty: 3436.294189
	Iteration 24Q: 3 clusters Score -4091318 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -4091339.250000 Penalty: 3436.294189
	Iteration 25Q: 3 clusters Score -4091339 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -4091357.750000 Penalty: 3436.294189
	Iteration 26Q: 3 clusters Score -4091358 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -4091357.750000 Penalty: 3436.294189
	Iteration 27Q: 3 clusters Score -4091358 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -4091382.500000 Penalty: 3436.294189
	Iteration 28Q: 3 clusters Score -4091382 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -4091388.500000 Penalty: 3436.294189
	Iteration 29Q: 3 clusters Score -4091388 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -4091388.500000 Penalty: 3436.294189
	Iteration 30Q: 3 clusters Score -4091388 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -4091401.500000 Penalty: 3436.294189
	Iteration 31Q: 3 clusters Score -4091402 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -4091414.750000 Penalty: 3436.294189
	Iteration 32Q: 3 clusters Score -4091415 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -4091408.250000 Penalty: 3436.294189
	Iteration 33Q: 3 clusters Score -4091408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -4091405.250000 Penalty: 3436.294189
	Iteration 34Q: 3 clusters Score -4091405 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -4091411.000000 Penalty: 3436.294189
	Iteration 35Q: 3 clusters Score -4091411 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -4091413.500000 Penalty: 3436.294189
	Iteration 36Q: 3 clusters Score -4091414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -4091411.750000 Penalty: 3436.294189
	Iteration 37Q: 3 clusters Score -4091412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -4091417.500000 Penalty: 3436.294189
	Iteration 38Q: 3 clusters Score -4091418 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -4091415.250000 Penalty: 3436.294189
	Iteration 39Q: 3 clusters Score -4091415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -4091415.500000 Penalty: 3436.294189
	Iteration 40F: 3 clusters Score -4091416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -4091414.250000 Penalty: 3436.294189
	Iteration 41Q: 3 clusters Score -4091414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -4091417.750000 Penalty: 3436.294189
	Iteration 42Q: 3 clusters Score -4091418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -4091425.750000 Penalty: 3436.294189
	Iteration 43Q: 3 clusters Score -4091426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -4091425.500000 Penalty: 3436.294189
	Iteration 44Q: 3 clusters Score -4091426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -4091427.000000 Penalty: 3436.294189
	Iteration 45Q: 3 clusters Score -4091427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -4091424.500000 Penalty: 3436.294189
	Iteration 46Q: 3 clusters Score -4091424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -4091429.750000 Penalty: 3436.294189
	Iteration 47Q: 3 clusters Score -4091430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -4091430.000000 Penalty: 3436.294189
	Iteration 48Q: 3 clusters Score -4091430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -4091425.750000 Penalty: 3436.294189
	Iteration 49Q: 3 clusters Score -4091426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -4091427.750000 Penalty: 3436.294189
	Iteration 50Q: 3 clusters Score -4091428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -4091427.750000 Penalty: 3436.294189
	Iteration 51F: 3 clusters Score -4091428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (168374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168374 members 
Entering Unmasked Estep 
Score: -18109510.000000 Penalty: 1955.515747
	Iteration 0F: 2 clusters Score -1.810951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84424 members 
Mstep: Class 2 contains 83950 members 
Entering Unmasked Estep 
Score: -18001754.000000 Penalty: 3911.031494
	Iteration 0F: 3 clusters Score -1.800175e+07 nChanged 81312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87428 members 
Mstep: Class 2 contains 80946 members 
Entering Unmasked Estep 
Score: -18049562.000000 Penalty: 3911.031494
	Iteration 1F: 3 clusters Score -1.804956e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89867 members 
Mstep: Class 2 contains 78507 members 
Entering Unmasked Estep 
Score: -18050766.000000 Penalty: 3911.031494
	Iteration 2Q: 3 clusters Score -1.805077e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93736 members 
Mstep: Class 2 contains 74638 members 
Entering Unmasked Estep 
Score: -18052762.000000 Penalty: 3911.031494
	Iteration 3Q: 3 clusters Score -1.805276e+07 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99843 members 
Mstep: Class 2 contains 68531 members 
Entering Unmasked Estep 
Score: -18056178.000000 Penalty: 3911.031494
	Iteration 4Q: 3 clusters Score -1.805618e+07 nChanged 10410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108979 members 
Mstep: Class 2 contains 59395 members 
Entering Unmasked Estep 
Score: -18062166.000000 Penalty: 3911.031494
	Iteration 5F: 3 clusters Score -1.806217e+07 nChanged 13128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121317 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
Score: -18072176.000000 Penalty: 3911.031494
	Iteration 6F: 3 clusters Score -1.807218e+07 nChanged 14496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135401 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -18085072.000000 Penalty: 3911.031494
	Iteration 7F: 3 clusters Score -1.808507e+07 nChanged 12601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147760 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -18097010.000000 Penalty: 3911.031494
	Iteration 8F: 3 clusters Score -1.809701e+07 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156268 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -18104216.000000 Penalty: 3911.031494
	Iteration 9F: 3 clusters Score -1.810422e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160910 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -18107130.000000 Penalty: 3911.031494
	Iteration 10Q: 3 clusters Score -1.810713e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163346 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -18108016.000000 Penalty: 3911.031494
	Iteration 11Q: 3 clusters Score -1.810802e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164852 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -18108286.000000 Penalty: 3911.031494
	Iteration 12Q: 3 clusters Score -1.810829e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165807 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -18108312.000000 Penalty: 3911.031494
	Iteration 13Q: 3 clusters Score -1.810831e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166460 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -18108332.000000 Penalty: 3911.031494
	Iteration 14Q: 3 clusters Score -1.810833e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166905 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -18108314.000000 Penalty: 3911.031494
	Iteration 15Q: 3 clusters Score -1.810831e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167213 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -18108292.000000 Penalty: 3911.031494
	Iteration 16Q: 3 clusters Score -1.810829e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167413 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -18108264.000000 Penalty: 3911.031494
	Iteration 17Q: 3 clusters Score -1.810826e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167551 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -18108252.000000 Penalty: 3911.031494
	Iteration 18Q: 3 clusters Score -1.810825e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167646 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -18108284.000000 Penalty: 3911.031494
	Iteration 19Q: 3 clusters Score -1.810828e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167712 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -18108306.000000 Penalty: 3911.031494
	Iteration 20F: 3 clusters Score -1.810831e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167758 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -18108300.000000 Penalty: 3911.031494
	Iteration 21Q: 3 clusters Score -1.81083e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167796 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -18108274.000000 Penalty: 3911.031494
	Iteration 22Q: 3 clusters Score -1.810827e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167820 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -18108272.000000 Penalty: 3911.031494
	Iteration 23Q: 3 clusters Score -1.810827e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167834 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -18108274.000000 Penalty: 3911.031494
	Iteration 24Q: 3 clusters Score -1.810827e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167846 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -18108270.000000 Penalty: 3911.031494
	Iteration 25Q: 3 clusters Score -1.810827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167856 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -18108274.000000 Penalty: 3911.031494
	Iteration 26Q: 3 clusters Score -1.810827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167866 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -18108276.000000 Penalty: 3911.031494
	Iteration 27Q: 3 clusters Score -1.810828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167872 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -18108272.000000 Penalty: 3911.031494
	Iteration 28Q: 3 clusters Score -1.810827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167875 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -18108276.000000 Penalty: 3911.031494
	Iteration 29Q: 3 clusters Score -1.810828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167880 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -18108288.000000 Penalty: 3911.031494
	Iteration 30Q: 3 clusters Score -1.810829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167882 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -18108280.000000 Penalty: 3911.031494
	Iteration 31Q: 3 clusters Score -1.810828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167884 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -18108288.000000 Penalty: 3911.031494
	Iteration 32Q: 3 clusters Score -1.810829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167885 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -18108282.000000 Penalty: 3911.031494
	Iteration 33Q: 3 clusters Score -1.810828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167884 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -18108280.000000 Penalty: 3911.031494
	Iteration 34Q: 3 clusters Score -1.810828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167884 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -18108280.000000 Penalty: 3911.031494
	Iteration 35F: 3 clusters Score -1.810828e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Entering Unmasked Estep 
Score: -393234.937500 Penalty: 1344.748657
	Iteration 0F: 2 clusters Score -393234.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -389955.250000 Penalty: 2689.497314
	Iteration 0F: 3 clusters Score -389955.2 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -390840.218750 Penalty: 2689.497314
	Iteration 1F: 3 clusters Score -390840.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -391062.593750 Penalty: 2689.497314
	Iteration 2F: 3 clusters Score -391062.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -391242.593750 Penalty: 2689.497314
	Iteration 3F: 3 clusters Score -391242.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -391404.375000 Penalty: 2689.497314
	Iteration 4F: 3 clusters Score -391404.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -391544.468750 Penalty: 2689.497314
	Iteration 5Q: 3 clusters Score -391544.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -391666.468750 Penalty: 2689.497314
	Iteration 6Q: 3 clusters Score -391666.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -391796.625000 Penalty: 2689.497314
	Iteration 7Q: 3 clusters Score -391796.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -391911.093750 Penalty: 2689.497314
	Iteration 8Q: 3 clusters Score -391911.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -392024.750000 Penalty: 2689.497314
	Iteration 9Q: 3 clusters Score -392024.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -392107.656250 Penalty: 2689.497314
	Iteration 10Q: 3 clusters Score -392107.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -392158.625000 Penalty: 2689.497314
	Iteration 11Q: 3 clusters Score -392158.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -392188.062500 Penalty: 2689.497314
	Iteration 12Q: 3 clusters Score -392188.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -392201.906250 Penalty: 2689.497314
	Iteration 13Q: 3 clusters Score -392201.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -392213.656250 Penalty: 2689.497314
	Iteration 14Q: 3 clusters Score -392213.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -392223.593750 Penalty: 2689.497314
	Iteration 15Q: 3 clusters Score -392223.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -392233.406250 Penalty: 2689.497314
	Iteration 16Q: 3 clusters Score -392233.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -392239.875000 Penalty: 2689.497314
	Iteration 17Q: 3 clusters Score -392239.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -392244.625000 Penalty: 2689.497314
	Iteration 18Q: 3 clusters Score -392244.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -392248.937500 Penalty: 2689.497314
	Iteration 19Q: 3 clusters Score -392248.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -392254.093750 Penalty: 2689.497314
	Iteration 20F: 3 clusters Score -392254.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -392259.937500 Penalty: 2689.497314
	Iteration 21Q: 3 clusters Score -392259.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -392268.843750 Penalty: 2689.497314
	Iteration 22Q: 3 clusters Score -392268.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -392272.187500 Penalty: 2689.497314
	Iteration 23Q: 3 clusters Score -392272.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -392275.375000 Penalty: 2689.497314
	Iteration 24Q: 3 clusters Score -392275.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -392277.187500 Penalty: 2689.497314
	Iteration 25Q: 3 clusters Score -392277.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -392277.906250 Penalty: 2689.497314
	Iteration 26Q: 3 clusters Score -392277.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -392278.968750 Penalty: 2689.497314
	Iteration 27Q: 3 clusters Score -392279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -392278.968750 Penalty: 2689.497314
	Iteration 28F: 3 clusters Score -392279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Entering Unmasked Estep 
Score: -95674.429688 Penalty: 1132.896118
	Iteration 0F: 2 clusters Score -95674.43 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 500 members 
Entering Unmasked Estep 
Score: -94223.992188 Penalty: 2265.792236
	Iteration 0F: 3 clusters Score -94223.99 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -94516.992188 Penalty: 2265.792236
	Iteration 1F: 3 clusters Score -94516.99 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -94617.578125 Penalty: 2265.792236
	Iteration 2F: 3 clusters Score -94617.58 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -94687.406250 Penalty: 2265.792236
	Iteration 3Q: 3 clusters Score -94687.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -94740.796875 Penalty: 2265.792236
	Iteration 4Q: 3 clusters Score -94740.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -94778.265625 Penalty: 2265.792236
	Iteration 5Q: 3 clusters Score -94778.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -94815.992188 Penalty: 2265.792236
	Iteration 6Q: 3 clusters Score -94815.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -94848.203125 Penalty: 2265.792236
	Iteration 7Q: 3 clusters Score -94848.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -94876.921875 Penalty: 2265.792236
	Iteration 8Q: 3 clusters Score -94876.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -94895.257812 Penalty: 2265.792236
	Iteration 9Q: 3 clusters Score -94895.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -94906.218750 Penalty: 2265.792236
	Iteration 10Q: 3 clusters Score -94906.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -94924.281250 Penalty: 2265.792236
	Iteration 11Q: 3 clusters Score -94924.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -94934.390625 Penalty: 2265.792236
	Iteration 12Q: 3 clusters Score -94934.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -94939.320312 Penalty: 2265.792236
	Iteration 13Q: 3 clusters Score -94939.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -94940.945312 Penalty: 2265.792236
	Iteration 14Q: 3 clusters Score -94940.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -94942.140625 Penalty: 2265.792236
	Iteration 15Q: 3 clusters Score -94942.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -94943.468750 Penalty: 2265.792236
	Iteration 16Q: 3 clusters Score -94943.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -94943.468750 Penalty: 2265.792236
	Iteration 17F: 3 clusters Score -94943.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Entering Unmasked Estep 
Score: -3212247.000000 Penalty: 1676.149902
	Iteration 0F: 2 clusters Score -3212247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -3191926.750000 Penalty: 3352.299805
	Iteration 0F: 3 clusters Score -3191927 nChanged 13858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3199747.250000 Penalty: 3352.299805
	Iteration 1F: 3 clusters Score -3199747 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -3200187.000000 Penalty: 3352.299805
	Iteration 2Q: 3 clusters Score -3200187 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3200669.500000 Penalty: 3352.299805
	Iteration 3Q: 3 clusters Score -3200670 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -3201322.500000 Penalty: 3352.299805
	Iteration 4Q: 3 clusters Score -3201322 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -3202096.250000 Penalty: 3352.299805
	Iteration 5F: 3 clusters Score -3202096 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -3203023.250000 Penalty: 3352.299805
	Iteration 6F: 3 clusters Score -3203023 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -3204003.750000 Penalty: 3352.299805
	Iteration 7F: 3 clusters Score -3204004 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3204989.500000 Penalty: 3352.299805
	Iteration 8F: 3 clusters Score -3204990 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -3205881.250000 Penalty: 3352.299805
	Iteration 9Q: 3 clusters Score -3205881 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -3206435.500000 Penalty: 3352.299805
	Iteration 10Q: 3 clusters Score -3206436 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -3206771.000000 Penalty: 3352.299805
	Iteration 11Q: 3 clusters Score -3206771 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -3206958.250000 Penalty: 3352.299805
	Iteration 12Q: 3 clusters Score -3206958 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -3207079.750000 Penalty: 3352.299805
	Iteration 13Q: 3 clusters Score -3207080 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -3207176.500000 Penalty: 3352.299805
	Iteration 14Q: 3 clusters Score -3207176 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -3207235.750000 Penalty: 3352.299805
	Iteration 15Q: 3 clusters Score -3207236 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -3207309.250000 Penalty: 3352.299805
	Iteration 16Q: 3 clusters Score -3207309 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -3207386.250000 Penalty: 3352.299805
	Iteration 17Q: 3 clusters Score -3207386 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -3207453.750000 Penalty: 3352.299805
	Iteration 18Q: 3 clusters Score -3207454 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -3207524.500000 Penalty: 3352.299805
	Iteration 19Q: 3 clusters Score -3207524 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -3207602.250000 Penalty: 3352.299805
	Iteration 20F: 3 clusters Score -3207602 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -3207674.500000 Penalty: 3352.299805
	Iteration 21Q: 3 clusters Score -3207674 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -3207740.000000 Penalty: 3352.299805
	Iteration 22Q: 3 clusters Score -3207740 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -3207828.250000 Penalty: 3352.299805
	Iteration 23Q: 3 clusters Score -3207828 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -3207918.250000 Penalty: 3352.299805
	Iteration 24Q: 3 clusters Score -3207918 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -3208010.250000 Penalty: 3352.299805
	Iteration 25Q: 3 clusters Score -3208010 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -3208096.000000 Penalty: 3352.299805
	Iteration 26Q: 3 clusters Score -3208096 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -3208183.500000 Penalty: 3352.299805
	Iteration 27Q: 3 clusters Score -3208184 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -3208248.750000 Penalty: 3352.299805
	Iteration 28Q: 3 clusters Score -3208249 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -3208318.000000 Penalty: 3352.299805
	Iteration 29Q: 3 clusters Score -3208318 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -3208382.000000 Penalty: 3352.299805
	Iteration 30Q: 3 clusters Score -3208382 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -3208431.000000 Penalty: 3352.299805
	Iteration 31Q: 3 clusters Score -3208431 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -3208516.500000 Penalty: 3352.299805
	Iteration 32Q: 3 clusters Score -3208516 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -3208589.000000 Penalty: 3352.299805
	Iteration 33Q: 3 clusters Score -3208589 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -3208669.750000 Penalty: 3352.299805
	Iteration 34Q: 3 clusters Score -3208670 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -3208745.500000 Penalty: 3352.299805
	Iteration 35Q: 3 clusters Score -3208746 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -3208810.000000 Penalty: 3352.299805
	Iteration 36Q: 3 clusters Score -3208810 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -3208883.000000 Penalty: 3352.299805
	Iteration 37Q: 3 clusters Score -3208883 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -3208943.250000 Penalty: 3352.299805
	Iteration 38Q: 3 clusters Score -3208943 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -3209005.750000 Penalty: 3352.299805
	Iteration 39Q: 3 clusters Score -3209006 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -3209066.500000 Penalty: 3352.299805
	Iteration 40F: 3 clusters Score -3209066 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -3209123.500000 Penalty: 3352.299805
	Iteration 41Q: 3 clusters Score -3209124 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -3209185.250000 Penalty: 3352.299805
	Iteration 42Q: 3 clusters Score -3209185 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -3209271.500000 Penalty: 3352.299805
	Iteration 43Q: 3 clusters Score -3209272 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -3209331.000000 Penalty: 3352.299805
	Iteration 44Q: 3 clusters Score -3209331 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -3209420.000000 Penalty: 3352.299805
	Iteration 45Q: 3 clusters Score -3209420 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -3209499.750000 Penalty: 3352.299805
	Iteration 46Q: 3 clusters Score -3209500 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -3209579.250000 Penalty: 3352.299805
	Iteration 47Q: 3 clusters Score -3209579 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -3209645.750000 Penalty: 3352.299805
	Iteration 48Q: 3 clusters Score -3209646 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -3209739.750000 Penalty: 3352.299805
	Iteration 49Q: 3 clusters Score -3209740 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -3209811.500000 Penalty: 3352.299805
	Iteration 50Q: 3 clusters Score -3209812 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -3209906.000000 Penalty: 3352.299805
	Iteration 51Q: 3 clusters Score -3209906 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -3209996.500000 Penalty: 3352.299805
	Iteration 52Q: 3 clusters Score -3209996 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3210087.250000 Penalty: 3352.299805
	Iteration 53Q: 3 clusters Score -3210087 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -3210174.000000 Penalty: 3352.299805
	Iteration 54Q: 3 clusters Score -3210174 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3210255.000000 Penalty: 3352.299805
	Iteration 55Q: 3 clusters Score -3210255 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3210305.750000 Penalty: 3352.299805
	Iteration 56Q: 3 clusters Score -3210306 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -3210346.750000 Penalty: 3352.299805
	Iteration 57Q: 3 clusters Score -3210347 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3210387.000000 Penalty: 3352.299805
	Iteration 58Q: 3 clusters Score -3210387 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3210419.500000 Penalty: 3352.299805
	Iteration 59Q: 3 clusters Score -3210420 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3210436.000000 Penalty: 3352.299805
	Iteration 60F: 3 clusters Score -3210436 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3210470.750000 Penalty: 3352.299805
	Iteration 61Q: 3 clusters Score -3210471 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3210492.500000 Penalty: 3352.299805
	Iteration 62Q: 3 clusters Score -3210492 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3210515.250000 Penalty: 3352.299805
	Iteration 63Q: 3 clusters Score -3210515 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3210536.500000 Penalty: 3352.299805
	Iteration 64Q: 3 clusters Score -3210536 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3210563.250000 Penalty: 3352.299805
	Iteration 65Q: 3 clusters Score -3210563 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3210596.250000 Penalty: 3352.299805
	Iteration 66Q: 3 clusters Score -3210596 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3210623.500000 Penalty: 3352.299805
	Iteration 67Q: 3 clusters Score -3210624 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3210641.000000 Penalty: 3352.299805
	Iteration 68Q: 3 clusters Score -3210641 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3210643.750000 Penalty: 3352.299805
	Iteration 69Q: 3 clusters Score -3210644 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3210657.000000 Penalty: 3352.299805
	Iteration 70Q: 3 clusters Score -3210657 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3210666.250000 Penalty: 3352.299805
	Iteration 71Q: 3 clusters Score -3210666 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3210672.500000 Penalty: 3352.299805
	Iteration 72Q: 3 clusters Score -3210672 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3210686.500000 Penalty: 3352.299805
	Iteration 73Q: 3 clusters Score -3210686 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3210709.000000 Penalty: 3352.299805
	Iteration 74Q: 3 clusters Score -3210709 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3210728.750000 Penalty: 3352.299805
	Iteration 75Q: 3 clusters Score -3210729 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3210746.000000 Penalty: 3352.299805
	Iteration 76Q: 3 clusters Score -3210746 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3210759.500000 Penalty: 3352.299805
	Iteration 77Q: 3 clusters Score -3210760 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3210773.250000 Penalty: 3352.299805
	Iteration 78Q: 3 clusters Score -3210773 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3210793.500000 Penalty: 3352.299805
	Iteration 79Q: 3 clusters Score -3210794 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3210801.750000 Penalty: 3352.299805
	Iteration 80F: 3 clusters Score -3210802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3210820.000000 Penalty: 3352.299805
	Iteration 81Q: 3 clusters Score -3210820 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3210831.500000 Penalty: 3352.299805
	Iteration 82Q: 3 clusters Score -3210832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3210850.250000 Penalty: 3352.299805
	Iteration 83Q: 3 clusters Score -3210850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3210854.750000 Penalty: 3352.299805
	Iteration 84Q: 3 clusters Score -3210855 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3210863.250000 Penalty: 3352.299805
	Iteration 85Q: 3 clusters Score -3210863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3210874.500000 Penalty: 3352.299805
	Iteration 86Q: 3 clusters Score -3210874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3210882.000000 Penalty: 3352.299805
	Iteration 87Q: 3 clusters Score -3210882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3210887.250000 Penalty: 3352.299805
	Iteration 88Q: 3 clusters Score -3210887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3210893.500000 Penalty: 3352.299805
	Iteration 89Q: 3 clusters Score -3210894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3210906.250000 Penalty: 3352.299805
	Iteration 90Q: 3 clusters Score -3210906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3210907.500000 Penalty: 3352.299805
	Iteration 91Q: 3 clusters Score -3210908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3210916.250000 Penalty: 3352.299805
	Iteration 92Q: 3 clusters Score -3210916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3210921.750000 Penalty: 3352.299805
	Iteration 93Q: 3 clusters Score -3210922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3210927.250000 Penalty: 3352.299805
	Iteration 94Q: 3 clusters Score -3210927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3210926.500000 Penalty: 3352.299805
	Iteration 95Q: 3 clusters Score -3210926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3210930.500000 Penalty: 3352.299805
	Iteration 96Q: 3 clusters Score -3210930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3210927.750000 Penalty: 3352.299805
	Iteration 97Q: 3 clusters Score -3210928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3210930.750000 Penalty: 3352.299805
	Iteration 98Q: 3 clusters Score -3210931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3210927.500000 Penalty: 3352.299805
	Iteration 99Q: 3 clusters Score -3210928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3210940.250000 Penalty: 3352.299805
	Iteration 100F: 3 clusters Score -3210940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3210941.750000 Penalty: 3352.299805
	Iteration 101Q: 3 clusters Score -3210942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3210941.500000 Penalty: 3352.299805
	Iteration 102Q: 3 clusters Score -3210942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3210939.250000 Penalty: 3352.299805
	Iteration 103Q: 3 clusters Score -3210939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3210942.750000 Penalty: 3352.299805
	Iteration 104Q: 3 clusters Score -3210943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3210939.750000 Penalty: 3352.299805
	Iteration 105Q: 3 clusters Score -3210940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3210939.750000 Penalty: 3352.299805
	Iteration 106F: 3 clusters Score -3210940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -1067314.250000 Penalty: 1502.662598
	Iteration 0F: 2 clusters Score -1067314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1059903.375000 Penalty: 3005.325195
	Iteration 0F: 3 clusters Score -1059903 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1062278.125000 Penalty: 3005.325195
	Iteration 1F: 3 clusters Score -1062278 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1062554.250000 Penalty: 3005.325195
	Iteration 2F: 3 clusters Score -1062554 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1062738.750000 Penalty: 3005.325195
	Iteration 3Q: 3 clusters Score -1062739 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1062916.875000 Penalty: 3005.325195
	Iteration 4Q: 3 clusters Score -1062917 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1063126.875000 Penalty: 3005.325195
	Iteration 5Q: 3 clusters Score -1063127 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1063353.125000 Penalty: 3005.325195
	Iteration 6Q: 3 clusters Score -1063353 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1063608.125000 Penalty: 3005.325195
	Iteration 7Q: 3 clusters Score -1063608 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1063843.625000 Penalty: 3005.325195
	Iteration 8Q: 3 clusters Score -1063844 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1064108.500000 Penalty: 3005.325195
	Iteration 9Q: 3 clusters Score -1064108 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1064391.625000 Penalty: 3005.325195
	Iteration 10Q: 3 clusters Score -1064392 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1064676.875000 Penalty: 3005.325195
	Iteration 11Q: 3 clusters Score -1064677 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1064936.500000 Penalty: 3005.325195
	Iteration 12Q: 3 clusters Score -1064936 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1065393 nChanged 265
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Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 6910 members 
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	Iteration 16Q: 3 clusters Score -1065671 nChanged 161
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Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 6840 members 
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Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 6571 members 
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	Iteration 22Q: 3 clusters Score -1065869 nChanged 70
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Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1065882 nChanged 49
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Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 6470 members 
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	Iteration 24Q: 3 clusters Score -1065895 nChanged 51
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Mstep: Class 1 contains 3952 members 
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	Iteration 25Q: 3 clusters Score -1065908 nChanged 38
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Mstep: Class 1 contains 3988 members 
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Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1065911 nChanged 36
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Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1065920 nChanged 39
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Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1065923 nChanged 36
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Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 6280 members 
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Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1065939 nChanged 23
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Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1065941 nChanged 25
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Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1065943 nChanged 27
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Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6146 members 
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Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 6123 members 
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	Iteration 36Q: 3 clusters Score -1065954 nChanged 24
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Mstep: Class 1 contains 4272 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1065960 nChanged 18
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Mstep: Class 1 contains 4288 members 
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	Iteration 38Q: 3 clusters Score -1065960 nChanged 19
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Mstep: Class 1 contains 4307 members 
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Mstep: Class 1 contains 4327 members 
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Mstep: Class 1 contains 4336 members 
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Mstep: Class 1 contains 4366 members 
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Mstep: Class 1 contains 4389 members 
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Mstep: Class 1 contains 4412 members 
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Mstep: Class 1 contains 4591 members 
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	Iteration 59Q: 3 clusters Score -1066025 nChanged 26
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	Iteration 61Q: 3 clusters Score -1066031 nChanged 17
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Mstep: Class 1 contains 4760 members 
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	Iteration 62Q: 3 clusters Score -1066033 nChanged 15
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Mstep: Class 1 contains 4773 members 
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	Iteration 63Q: 3 clusters Score -1066037 nChanged 10
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	Iteration 64Q: 3 clusters Score -1066036 nChanged 11
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	Iteration 65Q: 3 clusters Score -1066036 nChanged 7
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Mstep: Class 1 contains 4801 members 
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	Iteration 66Q: 3 clusters Score -1066039 nChanged 9
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	Iteration 67Q: 3 clusters Score -1066043 nChanged 8
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	Iteration 68Q: 3 clusters Score -1066041 nChanged 11
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	Iteration 69Q: 3 clusters Score -1066044 nChanged 9
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	Iteration 71Q: 3 clusters Score -1066042 nChanged 10
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	Iteration 72Q: 3 clusters Score -1066046 nChanged 10
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	Iteration 73Q: 3 clusters Score -1066049 nChanged 8
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Mstep: Class 1 contains 4879 members 
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	Iteration 74Q: 3 clusters Score -1066050 nChanged 6
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Mstep: Class 1 contains 4885 members 
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	Iteration 76Q: 3 clusters Score -1066049 nChanged 10
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	Iteration 77Q: 3 clusters Score -1066050 nChanged 17
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	Iteration 78Q: 3 clusters Score -1066050 nChanged 18
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	Iteration 79Q: 3 clusters Score -1066056 nChanged 21
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	Iteration 80F: 3 clusters Score -1066058 nChanged 17
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	Iteration 81Q: 3 clusters Score -1066060 nChanged 11
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	Iteration 82Q: 3 clusters Score -1066061 nChanged 8
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	Iteration 83Q: 3 clusters Score -1066063 nChanged 8
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	Iteration 84Q: 3 clusters Score -1066066 nChanged 11
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	Iteration 86Q: 3 clusters Score -1066065 nChanged 2
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	Iteration 87Q: 3 clusters Score -1066064 nChanged 2
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	Iteration 88Q: 3 clusters Score -1066067 nChanged 4
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	Iteration 89Q: 3 clusters Score -1066066 nChanged 3
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	Iteration 90Q: 3 clusters Score -1066066 nChanged 3
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	Iteration 91Q: 3 clusters Score -1066068 nChanged 2
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	Iteration 93Q: 3 clusters Score -1066068 nChanged 3
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	Iteration 94Q: 3 clusters Score -1066066 nChanged 2
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	Iteration 95Q: 3 clusters Score -1066067 nChanged 2
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	Iteration 96Q: 3 clusters Score -1066068 nChanged 4
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	Iteration 102Q: 3 clusters Score -1066069 nChanged 2
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	Iteration 103Q: 3 clusters Score -1066069 nChanged 2
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	Iteration 106Q: 3 clusters Score -1066070 nChanged 5
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Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1066069.625000 Penalty: 3005.325195
	Iteration 107Q: 3 clusters Score -1066070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1066069.000000 Penalty: 3005.325195
	Iteration 108Q: 3 clusters Score -1066069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1066069.250000 Penalty: 3005.325195
	Iteration 109Q: 3 clusters Score -1066069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1066069.250000 Penalty: 3005.325195
	Iteration 110F: 3 clusters Score -1066069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -81525.750000 Penalty: 1098.567383
	Iteration 0F: 2 clusters Score -81525.75 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 422 members 
Entering Unmasked Estep 
Score: -80169.367188 Penalty: 2197.134766
	Iteration 0F: 3 clusters Score -80169.37 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -80434.835938 Penalty: 2197.134766
	Iteration 1F: 3 clusters Score -80434.84 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -80511.609375 Penalty: 2197.134766
	Iteration 2F: 3 clusters Score -80511.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -80532.804688 Penalty: 2197.134766
	Iteration 3Q: 3 clusters Score -80532.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -80540.476562 Penalty: 2197.134766
	Iteration 4Q: 3 clusters Score -80540.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -80548.656250 Penalty: 2197.134766
	Iteration 5Q: 3 clusters Score -80548.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -80551.007812 Penalty: 2197.134766
	Iteration 6Q: 3 clusters Score -80551.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -80553.000000 Penalty: 2197.134766
	Iteration 7Q: 3 clusters Score -80553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -80559.265625 Penalty: 2197.134766
	Iteration 8Q: 3 clusters Score -80559.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -80569.203125 Penalty: 2197.134766
	Iteration 9Q: 3 clusters Score -80569.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -80576.640625 Penalty: 2197.134766
	Iteration 10Q: 3 clusters Score -80576.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -80583.343750 Penalty: 2197.134766
	Iteration 11Q: 3 clusters Score -80583.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -80585.593750 Penalty: 2197.134766
	Iteration 12Q: 3 clusters Score -80585.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -80586.750000 Penalty: 2197.134766
	Iteration 13Q: 3 clusters Score -80586.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -80588.281250 Penalty: 2197.134766
	Iteration 14Q: 3 clusters Score -80588.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -80591.648438 Penalty: 2197.134766
	Iteration 15Q: 3 clusters Score -80591.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -80592.632812 Penalty: 2197.134766
	Iteration 16Q: 3 clusters Score -80592.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -80592.632812 Penalty: 2197.134766
	Iteration 17F: 3 clusters Score -80592.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Entering Unmasked Estep 
Score: -1920464.625000 Penalty: 1596.656738
	Iteration 0F: 2 clusters Score -1920465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1907840.375000 Penalty: 3193.313477
	Iteration 0F: 3 clusters Score -1907840 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1912354.500000 Penalty: 3193.313477
	Iteration 1F: 3 clusters Score -1912354 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1912712.000000 Penalty: 3193.313477
	Iteration 2F: 3 clusters Score -1912712 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1913069.625000 Penalty: 3193.313477
	Iteration 3Q: 3 clusters Score -1913070 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1913477.125000 Penalty: 3193.313477
	Iteration 4Q: 3 clusters Score -1913477 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1913948.125000 Penalty: 3193.313477
	Iteration 5Q: 3 clusters Score -1913948 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1914572.625000 Penalty: 3193.313477
	Iteration 6F: 3 clusters Score -1914573 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1915330.250000 Penalty: 3193.313477
	Iteration 7F: 3 clusters Score -1915330 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1916143.625000 Penalty: 3193.313477
	Iteration 8F: 3 clusters Score -1916144 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1916947.750000 Penalty: 3193.313477
	Iteration 9F: 3 clusters Score -1916948 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1917697.375000 Penalty: 3193.313477
	Iteration 10Q: 3 clusters Score -1917697 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1918220.250000 Penalty: 3193.313477
	Iteration 11Q: 3 clusters Score -1918220 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1918582.750000 Penalty: 3193.313477
	Iteration 12Q: 3 clusters Score -1918583 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1918768.500000 Penalty: 3193.313477
	Iteration 13Q: 3 clusters Score -1918768 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1918873.750000 Penalty: 3193.313477
	Iteration 14Q: 3 clusters Score -1918874 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1918936.000000 Penalty: 3193.313477
	Iteration 15Q: 3 clusters Score -1918936 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1918980.375000 Penalty: 3193.313477
	Iteration 16Q: 3 clusters Score -1918980 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1919008.625000 Penalty: 3193.313477
	Iteration 17Q: 3 clusters Score -1919009 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1919034.875000 Penalty: 3193.313477
	Iteration 18Q: 3 clusters Score -1919035 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1919057.250000 Penalty: 3193.313477
	Iteration 19Q: 3 clusters Score -1919057 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1919078.000000 Penalty: 3193.313477
	Iteration 20F: 3 clusters Score -1919078 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1919095.375000 Penalty: 3193.313477
	Iteration 21Q: 3 clusters Score -1919095 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1919114.875000 Penalty: 3193.313477
	Iteration 22Q: 3 clusters Score -1919115 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1919136.125000 Penalty: 3193.313477
	Iteration 23Q: 3 clusters Score -1919136 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1919152.875000 Penalty: 3193.313477
	Iteration 24Q: 3 clusters Score -1919153 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1919165.125000 Penalty: 3193.313477
	Iteration 25Q: 3 clusters Score -1919165 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1919166.125000 Penalty: 3193.313477
	Iteration 26Q: 3 clusters Score -1919166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1919178.625000 Penalty: 3193.313477
	Iteration 27Q: 3 clusters Score -1919179 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1919182.375000 Penalty: 3193.313477
	Iteration 28Q: 3 clusters Score -1919182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1919187.250000 Penalty: 3193.313477
	Iteration 29Q: 3 clusters Score -1919187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1919193.125000 Penalty: 3193.313477
	Iteration 30Q: 3 clusters Score -1919193 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1919195.625000 Penalty: 3193.313477
	Iteration 31Q: 3 clusters Score -1919196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1919200.625000 Penalty: 3193.313477
	Iteration 32Q: 3 clusters Score -1919201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1919205.125000 Penalty: 3193.313477
	Iteration 33Q: 3 clusters Score -1919205 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1919208.750000 Penalty: 3193.313477
	Iteration 34Q: 3 clusters Score -1919209 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1919211.875000 Penalty: 3193.313477
	Iteration 35Q: 3 clusters Score -1919212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1919219.250000 Penalty: 3193.313477
	Iteration 36Q: 3 clusters Score -1919219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1919225.875000 Penalty: 3193.313477
	Iteration 37Q: 3 clusters Score -1919226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1919225.875000 Penalty: 3193.313477
	Iteration 38Q: 3 clusters Score -1919226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1919230.125000 Penalty: 3193.313477
	Iteration 39Q: 3 clusters Score -1919230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1919228.375000 Penalty: 3193.313477
	Iteration 40F: 3 clusters Score -1919228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1919234.875000 Penalty: 3193.313477
	Iteration 41Q: 3 clusters Score -1919235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1919238.375000 Penalty: 3193.313477
	Iteration 42Q: 3 clusters Score -1919238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1919240.500000 Penalty: 3193.313477
	Iteration 43Q: 3 clusters Score -1919240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1919246.500000 Penalty: 3193.313477
	Iteration 44Q: 3 clusters Score -1919246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1919251.250000 Penalty: 3193.313477
	Iteration 45Q: 3 clusters Score -1919251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1919247.500000 Penalty: 3193.313477
	Iteration 46Q: 3 clusters Score -1919248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1919248.375000 Penalty: 3193.313477
	Iteration 47Q: 3 clusters Score -1919248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1919251.875000 Penalty: 3193.313477
	Iteration 48Q: 3 clusters Score -1919252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1919253.125000 Penalty: 3193.313477
	Iteration 49Q: 3 clusters Score -1919253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1919255.625000 Penalty: 3193.313477
	Iteration 50Q: 3 clusters Score -1919256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1919260.250000 Penalty: 3193.313477
	Iteration 51Q: 3 clusters Score -1919260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1919260.500000 Penalty: 3193.313477
	Iteration 52Q: 3 clusters Score -1919260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1919260.000000 Penalty: 3193.313477
	Iteration 53Q: 3 clusters Score -1919260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1919266.875000 Penalty: 3193.313477
	Iteration 54Q: 3 clusters Score -1919267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1919267.375000 Penalty: 3193.313477
	Iteration 55Q: 3 clusters Score -1919267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1919270.750000 Penalty: 3193.313477
	Iteration 56Q: 3 clusters Score -1919271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1919276.750000 Penalty: 3193.313477
	Iteration 57Q: 3 clusters Score -1919277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1919277.000000 Penalty: 3193.313477
	Iteration 58Q: 3 clusters Score -1919277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1919275.250000 Penalty: 3193.313477
	Iteration 59Q: 3 clusters Score -1919275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1919288.375000 Penalty: 3193.313477
	Iteration 60F: 3 clusters Score -1919288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1919292.375000 Penalty: 3193.313477
	Iteration 61Q: 3 clusters Score -1919292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1919298.875000 Penalty: 3193.313477
	Iteration 62Q: 3 clusters Score -1919299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1919305.375000 Penalty: 3193.313477
	Iteration 63Q: 3 clusters Score -1919305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1919311.500000 Penalty: 3193.313477
	Iteration 64Q: 3 clusters Score -1919312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1919322.500000 Penalty: 3193.313477
	Iteration 65Q: 3 clusters Score -1919322 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1919327.000000 Penalty: 3193.313477
	Iteration 66Q: 3 clusters Score -1919327 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1919345.250000 Penalty: 3193.313477
	Iteration 67Q: 3 clusters Score -1919345 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1919352.500000 Penalty: 3193.313477
	Iteration 68Q: 3 clusters Score -1919352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1919357.750000 Penalty: 3193.313477
	Iteration 69Q: 3 clusters Score -1919358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1919359.500000 Penalty: 3193.313477
	Iteration 70Q: 3 clusters Score -1919360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1919360.875000 Penalty: 3193.313477
	Iteration 71Q: 3 clusters Score -1919361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1919359.750000 Penalty: 3193.313477
	Iteration 72Q: 3 clusters Score -1919360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1919363.375000 Penalty: 3193.313477
	Iteration 73Q: 3 clusters Score -1919363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1919369.125000 Penalty: 3193.313477
	Iteration 74Q: 3 clusters Score -1919369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1919368.000000 Penalty: 3193.313477
	Iteration 75Q: 3 clusters Score -1919368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1919370.250000 Penalty: 3193.313477
	Iteration 76Q: 3 clusters Score -1919370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1919372.625000 Penalty: 3193.313477
	Iteration 77Q: 3 clusters Score -1919373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1919375.375000 Penalty: 3193.313477
	Iteration 78Q: 3 clusters Score -1919375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1919373.875000 Penalty: 3193.313477
	Iteration 79Q: 3 clusters Score -1919374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1919377.875000 Penalty: 3193.313477
	Iteration 80F: 3 clusters Score -1919378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1919378.875000 Penalty: 3193.313477
	Iteration 81Q: 3 clusters Score -1919379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1919377.625000 Penalty: 3193.313477
	Iteration 82Q: 3 clusters Score -1919378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1919379.750000 Penalty: 3193.313477
	Iteration 83Q: 3 clusters Score -1919380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1919382.625000 Penalty: 3193.313477
	Iteration 84Q: 3 clusters Score -1919383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1919382.375000 Penalty: 3193.313477
	Iteration 85Q: 3 clusters Score -1919382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1919384.750000 Penalty: 3193.313477
	Iteration 86Q: 3 clusters Score -1919385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1919385.250000 Penalty: 3193.313477
	Iteration 87Q: 3 clusters Score -1919385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1919385.875000 Penalty: 3193.313477
	Iteration 88Q: 3 clusters Score -1919386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1919385.875000 Penalty: 3193.313477
	Iteration 89F: 3 clusters Score -1919386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Entering Unmasked Estep 
Score: -558664.500000 Penalty: 1413.046997
	Iteration 0F: 2 clusters Score -558664.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -554059.000000 Penalty: 2826.093994
	Iteration 0F: 3 clusters Score -554059 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -555670.812500 Penalty: 2826.093994
	Iteration 1F: 3 clusters Score -555670.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -556068.562500 Penalty: 2826.093994
	Iteration 2F: 3 clusters Score -556068.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -556364.687500 Penalty: 2826.093994
	Iteration 3F: 3 clusters Score -556364.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -556642.750000 Penalty: 2826.093994
	Iteration 4F: 3 clusters Score -556642.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -556883.500000 Penalty: 2826.093994
	Iteration 5F: 3 clusters Score -556883.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -557072.875000 Penalty: 2826.093994
	Iteration 6Q: 3 clusters Score -557072.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -557225.562500 Penalty: 2826.093994
	Iteration 7Q: 3 clusters Score -557225.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -557373.187500 Penalty: 2826.093994
	Iteration 8Q: 3 clusters Score -557373.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -557494.687500 Penalty: 2826.093994
	Iteration 9Q: 3 clusters Score -557494.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -557594.000000 Penalty: 2826.093994
	Iteration 10Q: 3 clusters Score -557594 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -557671.562500 Penalty: 2826.093994
	Iteration 11Q: 3 clusters Score -557671.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -557720.500000 Penalty: 2826.093994
	Iteration 12Q: 3 clusters Score -557720.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -557768.062500 Penalty: 2826.093994
	Iteration 13Q: 3 clusters Score -557768.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -557800.500000 Penalty: 2826.093994
	Iteration 14Q: 3 clusters Score -557800.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -557824.187500 Penalty: 2826.093994
	Iteration 15Q: 3 clusters Score -557824.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -557843.750000 Penalty: 2826.093994
	Iteration 16Q: 3 clusters Score -557843.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -557855.375000 Penalty: 2826.093994
	Iteration 17Q: 3 clusters Score -557855.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -557867.062500 Penalty: 2826.093994
	Iteration 18Q: 3 clusters Score -557867.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -557875.000000 Penalty: 2826.093994
	Iteration 19Q: 3 clusters Score -557875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -557881.312500 Penalty: 2826.093994
	Iteration 20F: 3 clusters Score -557881.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -557885.562500 Penalty: 2826.093994
	Iteration 21Q: 3 clusters Score -557885.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -557890.312500 Penalty: 2826.093994
	Iteration 22Q: 3 clusters Score -557890.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -557894.500000 Penalty: 2826.093994
	Iteration 23Q: 3 clusters Score -557894.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -557899.562500 Penalty: 2826.093994
	Iteration 24Q: 3 clusters Score -557899.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -557903.875000 Penalty: 2826.093994
	Iteration 25Q: 3 clusters Score -557903.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -557909.562500 Penalty: 2826.093994
	Iteration 26Q: 3 clusters Score -557909.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -557912.250000 Penalty: 2826.093994
	Iteration 27Q: 3 clusters Score -557912.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -557914.375000 Penalty: 2826.093994
	Iteration 28Q: 3 clusters Score -557914.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -557916.250000 Penalty: 2826.093994
	Iteration 29Q: 3 clusters Score -557916.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -557917.062500 Penalty: 2826.093994
	Iteration 30Q: 3 clusters Score -557917.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -557920.062500 Penalty: 2826.093994
	Iteration 31Q: 3 clusters Score -557920.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -557920.875000 Penalty: 2826.093994
	Iteration 32Q: 3 clusters Score -557920.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -557922.250000 Penalty: 2826.093994
	Iteration 33Q: 3 clusters Score -557922.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -557922.875000 Penalty: 2826.093994
	Iteration 34Q: 3 clusters Score -557922.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -557922.875000 Penalty: 2826.093994
	Iteration 35F: 3 clusters Score -557922.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Entering Unmasked Estep 
Score: -186984.015625 Penalty: 1210.543457
	Iteration 0F: 2 clusters Score -186984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -185088.343750 Penalty: 2421.086914
	Iteration 0F: 3 clusters Score -185088.3 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -185468.250000 Penalty: 2421.086914
	Iteration 1F: 3 clusters Score -185468.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -185578.140625 Penalty: 2421.086914
	Iteration 2F: 3 clusters Score -185578.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -185633.734375 Penalty: 2421.086914
	Iteration 3Q: 3 clusters Score -185633.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -185663.921875 Penalty: 2421.086914
	Iteration 4Q: 3 clusters Score -185663.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -185680.578125 Penalty: 2421.086914
	Iteration 5Q: 3 clusters Score -185680.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -185695.015625 Penalty: 2421.086914
	Iteration 6Q: 3 clusters Score -185695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -185704.734375 Penalty: 2421.086914
	Iteration 7Q: 3 clusters Score -185704.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -185712.765625 Penalty: 2421.086914
	Iteration 8Q: 3 clusters Score -185712.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -185717.890625 Penalty: 2421.086914
	Iteration 9Q: 3 clusters Score -185717.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -185721.203125 Penalty: 2421.086914
	Iteration 10Q: 3 clusters Score -185721.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -185722.640625 Penalty: 2421.086914
	Iteration 11Q: 3 clusters Score -185722.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -185724.281250 Penalty: 2421.086914
	Iteration 12Q: 3 clusters Score -185724.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -185724.859375 Penalty: 2421.086914
	Iteration 13Q: 3 clusters Score -185724.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -185724.859375 Penalty: 2421.086914
	Iteration 14F: 3 clusters Score -185724.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Entering Unmasked Estep 
Score: -607019.500000 Penalty: 1402.662842
	Iteration 0F: 2 clusters Score -607019.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -602620.937500 Penalty: 2805.325684
	Iteration 0F: 3 clusters Score -602620.9 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -603902.312500 Penalty: 2805.325684
	Iteration 1F: 3 clusters Score -603902.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -604076.500000 Penalty: 2805.325684
	Iteration 2F: 3 clusters Score -604076.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -604234.187500 Penalty: 2805.325684
	Iteration 3F: 3 clusters Score -604234.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -604397.437500 Penalty: 2805.325684
	Iteration 4Q: 3 clusters Score -604397.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -604559.000000 Penalty: 2805.325684
	Iteration 5Q: 3 clusters Score -604559 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -604733.312500 Penalty: 2805.325684
	Iteration 6Q: 3 clusters Score -604733.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -604906.562500 Penalty: 2805.325684
	Iteration 7Q: 3 clusters Score -604906.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -605076.937500 Penalty: 2805.325684
	Iteration 8Q: 3 clusters Score -605076.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -605248.125000 Penalty: 2805.325684
	Iteration 9Q: 3 clusters Score -605248.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -605392.812500 Penalty: 2805.325684
	Iteration 10Q: 3 clusters Score -605392.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -605508.500000 Penalty: 2805.325684
	Iteration 11Q: 3 clusters Score -605508.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -605605.062500 Penalty: 2805.325684
	Iteration 12Q: 3 clusters Score -605605.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -605669.500000 Penalty: 2805.325684
	Iteration 13Q: 3 clusters Score -605669.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -605725.375000 Penalty: 2805.325684
	Iteration 14Q: 3 clusters Score -605725.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -605758.437500 Penalty: 2805.325684
	Iteration 15Q: 3 clusters Score -605758.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -605783.250000 Penalty: 2805.325684
	Iteration 16Q: 3 clusters Score -605783.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -605803.187500 Penalty: 2805.325684
	Iteration 17Q: 3 clusters Score -605803.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -605818.312500 Penalty: 2805.325684
	Iteration 18Q: 3 clusters Score -605818.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -605829.312500 Penalty: 2805.325684
	Iteration 19Q: 3 clusters Score -605829.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -605835.375000 Penalty: 2805.325684
	Iteration 20F: 3 clusters Score -605835.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -605838.625000 Penalty: 2805.325684
	Iteration 21Q: 3 clusters Score -605838.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -605842.437500 Penalty: 2805.325684
	Iteration 22Q: 3 clusters Score -605842.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -605845.750000 Penalty: 2805.325684
	Iteration 23Q: 3 clusters Score -605845.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -605847.187500 Penalty: 2805.325684
	Iteration 24Q: 3 clusters Score -605847.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -605850.687500 Penalty: 2805.325684
	Iteration 25Q: 3 clusters Score -605850.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -605855.437500 Penalty: 2805.325684
	Iteration 26Q: 3 clusters Score -605855.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -605858.750000 Penalty: 2805.325684
	Iteration 27Q: 3 clusters Score -605858.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -605860.062500 Penalty: 2805.325684
	Iteration 28Q: 3 clusters Score -605860.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -605860.812500 Penalty: 2805.325684
	Iteration 29Q: 3 clusters Score -605860.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -605864.500000 Penalty: 2805.325684
	Iteration 30Q: 3 clusters Score -605864.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -605867.125000 Penalty: 2805.325684
	Iteration 31Q: 3 clusters Score -605867.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -605867.750000 Penalty: 2805.325684
	Iteration 32Q: 3 clusters Score -605867.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -605868.437500 Penalty: 2805.325684
	Iteration 33Q: 3 clusters Score -605868.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -605868.437500 Penalty: 2805.325684
	Iteration 34F: 3 clusters Score -605868.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Entering Unmasked Estep 
Score: -374048.187500 Penalty: 1333.036987
	Iteration 0F: 2 clusters Score -374048.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -370956.437500 Penalty: 2666.073975
	Iteration 0F: 3 clusters Score -370956.4 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -371814.343750 Penalty: 2666.073975
	Iteration 1F: 3 clusters Score -371814.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -372011.406250 Penalty: 2666.073975
	Iteration 2F: 3 clusters Score -372011.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -372160.687500 Penalty: 2666.073975
	Iteration 3F: 3 clusters Score -372160.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -372278.125000 Penalty: 2666.073975
	Iteration 4Q: 3 clusters Score -372278.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -372376.812500 Penalty: 2666.073975
	Iteration 5Q: 3 clusters Score -372376.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -372455.250000 Penalty: 2666.073975
	Iteration 6Q: 3 clusters Score -372455.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -372512.468750 Penalty: 2666.073975
	Iteration 7Q: 3 clusters Score -372512.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -372580.406250 Penalty: 2666.073975
	Iteration 8Q: 3 clusters Score -372580.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -372644.531250 Penalty: 2666.073975
	Iteration 9Q: 3 clusters Score -372644.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -372705.937500 Penalty: 2666.073975
	Iteration 10Q: 3 clusters Score -372705.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -372765.656250 Penalty: 2666.073975
	Iteration 11Q: 3 clusters Score -372765.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -372827.812500 Penalty: 2666.073975
	Iteration 12Q: 3 clusters Score -372827.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -372893.718750 Penalty: 2666.073975
	Iteration 13Q: 3 clusters Score -372893.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -372940.468750 Penalty: 2666.073975
	Iteration 14Q: 3 clusters Score -372940.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -372972.812500 Penalty: 2666.073975
	Iteration 15Q: 3 clusters Score -372972.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -372995.093750 Penalty: 2666.073975
	Iteration 16Q: 3 clusters Score -372995.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -373008.281250 Penalty: 2666.073975
	Iteration 17Q: 3 clusters Score -373008.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -373019.781250 Penalty: 2666.073975
	Iteration 18Q: 3 clusters Score -373019.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -373024.906250 Penalty: 2666.073975
	Iteration 19Q: 3 clusters Score -373024.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -373028.468750 Penalty: 2666.073975
	Iteration 20F: 3 clusters Score -373028.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -373030.562500 Penalty: 2666.073975
	Iteration 21Q: 3 clusters Score -373030.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -373033.031250 Penalty: 2666.073975
	Iteration 22Q: 3 clusters Score -373033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -373035.031250 Penalty: 2666.073975
	Iteration 23Q: 3 clusters Score -373035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -373036.625000 Penalty: 2666.073975
	Iteration 24Q: 3 clusters Score -373036.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -373037.093750 Penalty: 2666.073975
	Iteration 25Q: 3 clusters Score -373037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -373037.531250 Penalty: 2666.073975
	Iteration 26Q: 3 clusters Score -373037.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -373037.625000 Penalty: 2666.073975
	Iteration 27Q: 3 clusters Score -373037.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -373038.531250 Penalty: 2666.073975
	Iteration 28Q: 3 clusters Score -373038.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -373038.625000 Penalty: 2666.073975
	Iteration 29Q: 3 clusters Score -373038.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -373039.218750 Penalty: 2666.073975
	Iteration 30Q: 3 clusters Score -373039.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -373041.031250 Penalty: 2666.073975
	Iteration 31Q: 3 clusters Score -373041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -373040.843750 Penalty: 2666.073975
	Iteration 32Q: 3 clusters Score -373040.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -373042.218750 Penalty: 2666.073975
	Iteration 33Q: 3 clusters Score -373042.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -373042.406250 Penalty: 2666.073975
	Iteration 34Q: 3 clusters Score -373042.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -373044.093750 Penalty: 2666.073975
	Iteration 35Q: 3 clusters Score -373044.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -373045.312500 Penalty: 2666.073975
	Iteration 36Q: 3 clusters Score -373045.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -373046.812500 Penalty: 2666.073975
	Iteration 37Q: 3 clusters Score -373046.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -373049.125000 Penalty: 2666.073975
	Iteration 38Q: 3 clusters Score -373049.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -373049.062500 Penalty: 2666.073975
	Iteration 39Q: 3 clusters Score -373049.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -373049.875000 Penalty: 2666.073975
	Iteration 40F: 3 clusters Score -373049.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -373050.718750 Penalty: 2666.073975
	Iteration 41Q: 3 clusters Score -373050.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -373053.187500 Penalty: 2666.073975
	Iteration 42Q: 3 clusters Score -373053.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -373057.906250 Penalty: 2666.073975
	Iteration 43Q: 3 clusters Score -373057.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -373058.593750 Penalty: 2666.073975
	Iteration 44Q: 3 clusters Score -373058.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -373060.156250 Penalty: 2666.073975
	Iteration 45Q: 3 clusters Score -373060.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -373060.687500 Penalty: 2666.073975
	Iteration 46Q: 3 clusters Score -373060.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -373061.906250 Penalty: 2666.073975
	Iteration 47Q: 3 clusters Score -373061.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -373061.906250 Penalty: 2666.073975
	Iteration 48F: 3 clusters Score -373061.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Entering Unmasked Estep 
Score: -742484.562500 Penalty: 1438.975830
	Iteration 0F: 2 clusters Score -742484.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -737205.125000 Penalty: 2877.951660
	Iteration 0F: 3 clusters Score -737205.1 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -738726.125000 Penalty: 2877.951660
	Iteration 1F: 3 clusters Score -738726.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -738924.000000 Penalty: 2877.951660
	Iteration 2F: 3 clusters Score -738924 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -739059.312500 Penalty: 2877.951660
	Iteration 3Q: 3 clusters Score -739059.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -739155.500000 Penalty: 2877.951660
	Iteration 4Q: 3 clusters Score -739155.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -739237.875000 Penalty: 2877.951660
	Iteration 5Q: 3 clusters Score -739237.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -739323.000000 Penalty: 2877.951660
	Iteration 6Q: 3 clusters Score -739323 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -739414.125000 Penalty: 2877.951660
	Iteration 7Q: 3 clusters Score -739414.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -739519.000000 Penalty: 2877.951660
	Iteration 8Q: 3 clusters Score -739519 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -739638.437500 Penalty: 2877.951660
	Iteration 9Q: 3 clusters Score -739638.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -739756.687500 Penalty: 2877.951660
	Iteration 10Q: 3 clusters Score -739756.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -739836.250000 Penalty: 2877.951660
	Iteration 11Q: 3 clusters Score -739836.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -739913.312500 Penalty: 2877.951660
	Iteration 12Q: 3 clusters Score -739913.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -740002.062500 Penalty: 2877.951660
	Iteration 13Q: 3 clusters Score -740002.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -740121.125000 Penalty: 2877.951660
	Iteration 14Q: 3 clusters Score -740121.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -740273.937500 Penalty: 2877.951660
	Iteration 15Q: 3 clusters Score -740273.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -740432.375000 Penalty: 2877.951660
	Iteration 16Q: 3 clusters Score -740432.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -740593.500000 Penalty: 2877.951660
	Iteration 17Q: 3 clusters Score -740593.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -740748.750000 Penalty: 2877.951660
	Iteration 18Q: 3 clusters Score -740748.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -740879.625000 Penalty: 2877.951660
	Iteration 19Q: 3 clusters Score -740879.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -740980.625000 Penalty: 2877.951660
	Iteration 20F: 3 clusters Score -740980.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -741053.062500 Penalty: 2877.951660
	Iteration 21Q: 3 clusters Score -741053.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -741103.437500 Penalty: 2877.951660
	Iteration 22Q: 3 clusters Score -741103.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -741153.250000 Penalty: 2877.951660
	Iteration 23Q: 3 clusters Score -741153.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -741184.937500 Penalty: 2877.951660
	Iteration 24Q: 3 clusters Score -741184.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -741205.125000 Penalty: 2877.951660
	Iteration 25Q: 3 clusters Score -741205.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -741219.375000 Penalty: 2877.951660
	Iteration 26Q: 3 clusters Score -741219.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -741226.312500 Penalty: 2877.951660
	Iteration 27Q: 3 clusters Score -741226.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -741228.937500 Penalty: 2877.951660
	Iteration 28Q: 3 clusters Score -741228.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -741229.812500 Penalty: 2877.951660
	Iteration 29Q: 3 clusters Score -741229.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -741230.312500 Penalty: 2877.951660
	Iteration 30Q: 3 clusters Score -741230.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -741231.687500 Penalty: 2877.951660
	Iteration 31Q: 3 clusters Score -741231.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -741232.875000 Penalty: 2877.951660
	Iteration 32Q: 3 clusters Score -741232.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -741234.000000 Penalty: 2877.951660
	Iteration 33Q: 3 clusters Score -741234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -741234.000000 Penalty: 2877.951660
	Iteration 34F: 3 clusters Score -741234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -30245.855469 Penalty: 935.308105
	Iteration 0F: 2 clusters Score -30245.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29395.039062 Penalty: 1870.616211
	Iteration 0F: 3 clusters Score -29395.04 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29519.388672 Penalty: 1870.616211
	Iteration 1F: 3 clusters Score -29519.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29562.537109 Penalty: 1870.616211
	Iteration 2Q: 3 clusters Score -29562.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29579.371094 Penalty: 1870.616211
	Iteration 3Q: 3 clusters Score -29579.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29597.396484 Penalty: 1870.616211
	Iteration 4Q: 3 clusters Score -29597.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29610.599609 Penalty: 1870.616211
	Iteration 5Q: 3 clusters Score -29610.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29616.779297 Penalty: 1870.616211
	Iteration 6Q: 3 clusters Score -29616.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29616.779297 Penalty: 1870.616211
	Iteration 7F: 3 clusters Score -29616.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Entering Unmasked Estep 
Score: -131794.078125 Penalty: 1165.394165
	Iteration 0F: 2 clusters Score -131794.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -130144.289062 Penalty: 2330.788330
	Iteration 0F: 3 clusters Score -130144.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -130482.671875 Penalty: 2330.788330
	Iteration 1F: 3 clusters Score -130482.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -130614.984375 Penalty: 2330.788330
	Iteration 2F: 3 clusters Score -130615 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -130727.765625 Penalty: 2330.788330
	Iteration 3F: 3 clusters Score -130727.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -130834.664062 Penalty: 2330.788330
	Iteration 4F: 3 clusters Score -130834.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -130929.039062 Penalty: 2330.788330
	Iteration 5Q: 3 clusters Score -130929 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -131016.960938 Penalty: 2330.788330
	Iteration 6Q: 3 clusters Score -131017 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -131079.000000 Penalty: 2330.788330
	Iteration 7Q: 3 clusters Score -131079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -131114.296875 Penalty: 2330.788330
	Iteration 8Q: 3 clusters Score -131114.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -131151.187500 Penalty: 2330.788330
	Iteration 9Q: 3 clusters Score -131151.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -131180.984375 Penalty: 2330.788330
	Iteration 10Q: 3 clusters Score -131181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -131200.187500 Penalty: 2330.788330
	Iteration 11Q: 3 clusters Score -131200.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -131220.187500 Penalty: 2330.788330
	Iteration 12Q: 3 clusters Score -131220.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -131234.078125 Penalty: 2330.788330
	Iteration 13Q: 3 clusters Score -131234.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -131237.468750 Penalty: 2330.788330
	Iteration 14Q: 3 clusters Score -131237.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -131240.812500 Penalty: 2330.788330
	Iteration 15Q: 3 clusters Score -131240.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -131245.328125 Penalty: 2330.788330
	Iteration 16Q: 3 clusters Score -131245.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -131249.609375 Penalty: 2330.788330
	Iteration 17Q: 3 clusters Score -131249.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -131252.765625 Penalty: 2330.788330
	Iteration 18Q: 3 clusters Score -131252.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -131258.343750 Penalty: 2330.788330
	Iteration 19F: 3 clusters Score -131258.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -131261.656250 Penalty: 2330.788330
	Iteration 20F: 3 clusters Score -131261.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -12066.011719 Penalty: 843.855530
	Iteration 0F: 2 clusters Score -12066.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11547.309570 Penalty: 1687.711060
	Iteration 0F: 3 clusters Score -11547.31 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11757.204102 Penalty: 1687.711060
	Iteration 1F: 3 clusters Score -11757.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11895.014648 Penalty: 1687.711060
	Iteration 2F: 3 clusters Score -11895.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11930.617188 Penalty: 1687.711060
	Iteration 3Q: 3 clusters Score -11930.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11940.639648 Penalty: 1687.711060
	Iteration 4Q: 3 clusters Score -11940.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11970.695312 Penalty: 1687.711060
	Iteration 5Q: 3 clusters Score -11970.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11979.641602 Penalty: 1687.711060
	Iteration 6Q: 3 clusters Score -11979.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11991.700195 Penalty: 1687.711060
	Iteration 7Q: 3 clusters Score -11991.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12024.901367 Penalty: 1687.711060
	Iteration 8Q: 3 clusters Score -12024.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12024.901367 Penalty: 1687.711060
	Iteration 9F: 3 clusters Score -12024.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -29406.968750 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -29406.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28512.492188 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -28512.49 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28652.248047 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -28652.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28733.746094 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -28733.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28771.259766 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -28771.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28797.232422 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -28797.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -28806.179688 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -28806.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28816.972656 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -28816.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28822.125000 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -28822.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28823.906250 Penalty: 1890.561035
	Iteration 8Q: 3 clusters Score -28823.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28823.906250 Penalty: 1890.561035
	Iteration 9F: 3 clusters Score -28823.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Entering Unmasked Estep 
Score: -601301.625000 Penalty: 1420.382812
	Iteration 0F: 2 clusters Score -601301.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -596522.062500 Penalty: 2840.765625
	Iteration 0F: 3 clusters Score -596522.1 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -598044.312500 Penalty: 2840.765625
	Iteration 1F: 3 clusters Score -598044.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -598295.187500 Penalty: 2840.765625
	Iteration 2F: 3 clusters Score -598295.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -598475.250000 Penalty: 2840.765625
	Iteration 3F: 3 clusters Score -598475.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -598623.437500 Penalty: 2840.765625
	Iteration 4Q: 3 clusters Score -598623.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -598756.437500 Penalty: 2840.765625
	Iteration 5Q: 3 clusters Score -598756.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -598902.687500 Penalty: 2840.765625
	Iteration 6Q: 3 clusters Score -598902.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -599018.562500 Penalty: 2840.765625
	Iteration 7Q: 3 clusters Score -599018.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -599115.437500 Penalty: 2840.765625
	Iteration 8Q: 3 clusters Score -599115.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -599220.687500 Penalty: 2840.765625
	Iteration 9Q: 3 clusters Score -599220.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -599323.312500 Penalty: 2840.765625
	Iteration 10Q: 3 clusters Score -599323.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -599422.437500 Penalty: 2840.765625
	Iteration 11Q: 3 clusters Score -599422.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -599505.875000 Penalty: 2840.765625
	Iteration 12Q: 3 clusters Score -599505.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -599600.562500 Penalty: 2840.765625
	Iteration 13Q: 3 clusters Score -599600.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -599721.562500 Penalty: 2840.765625
	Iteration 14Q: 3 clusters Score -599721.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -599841.000000 Penalty: 2840.765625
	Iteration 15Q: 3 clusters Score -599841 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -599947.625000 Penalty: 2840.765625
	Iteration 16Q: 3 clusters Score -599947.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -600037.875000 Penalty: 2840.765625
	Iteration 17Q: 3 clusters Score -600037.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -600116.125000 Penalty: 2840.765625
	Iteration 18Q: 3 clusters Score -600116.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -600184.937500 Penalty: 2840.765625
	Iteration 19Q: 3 clusters Score -600184.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -600259.750000 Penalty: 2840.765625
	Iteration 20F: 3 clusters Score -600259.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -600318.750000 Penalty: 2840.765625
	Iteration 21Q: 3 clusters Score -600318.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -600363.250000 Penalty: 2840.765625
	Iteration 22Q: 3 clusters Score -600363.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -600393.187500 Penalty: 2840.765625
	Iteration 23Q: 3 clusters Score -600393.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -600415.625000 Penalty: 2840.765625
	Iteration 24Q: 3 clusters Score -600415.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -600434.312500 Penalty: 2840.765625
	Iteration 25Q: 3 clusters Score -600434.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -600445.000000 Penalty: 2840.765625
	Iteration 26Q: 3 clusters Score -600445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -600449.750000 Penalty: 2840.765625
	Iteration 27Q: 3 clusters Score -600449.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -600455.250000 Penalty: 2840.765625
	Iteration 28Q: 3 clusters Score -600455.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -600458.187500 Penalty: 2840.765625
	Iteration 29Q: 3 clusters Score -600458.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -600460.000000 Penalty: 2840.765625
	Iteration 30Q: 3 clusters Score -600460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -600463.375000 Penalty: 2840.765625
	Iteration 31Q: 3 clusters Score -600463.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -600466.187500 Penalty: 2840.765625
	Iteration 32Q: 3 clusters Score -600466.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -600468.062500 Penalty: 2840.765625
	Iteration 33Q: 3 clusters Score -600468.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -600469.062500 Penalty: 2840.765625
	Iteration 34Q: 3 clusters Score -600469.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -600472.000000 Penalty: 2840.765625
	Iteration 35Q: 3 clusters Score -600472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -600475.187500 Penalty: 2840.765625
	Iteration 36Q: 3 clusters Score -600475.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -600478.687500 Penalty: 2840.765625
	Iteration 37Q: 3 clusters Score -600478.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -600480.562500 Penalty: 2840.765625
	Iteration 38Q: 3 clusters Score -600480.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -600481.750000 Penalty: 2840.765625
	Iteration 39Q: 3 clusters Score -600481.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -600484.562500 Penalty: 2840.765625
	Iteration 40F: 3 clusters Score -600484.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -600485.250000 Penalty: 2840.765625
	Iteration 41Q: 3 clusters Score -600485.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -600486.562500 Penalty: 2840.765625
	Iteration 42Q: 3 clusters Score -600486.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -600486.062500 Penalty: 2840.765625
	Iteration 43Q: 3 clusters Score -600486.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -600488.000000 Penalty: 2840.765625
	Iteration 44Q: 3 clusters Score -600488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -600488.750000 Penalty: 2840.765625
	Iteration 45Q: 3 clusters Score -600488.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -600489.875000 Penalty: 2840.765625
	Iteration 46Q: 3 clusters Score -600489.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -600489.312500 Penalty: 2840.765625
	Iteration 47Q: 3 clusters Score -600489.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -600490.875000 Penalty: 2840.765625
	Iteration 48Q: 3 clusters Score -600490.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -600492.500000 Penalty: 2840.765625
	Iteration 49Q: 3 clusters Score -600492.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -600494.437500 Penalty: 2840.765625
	Iteration 50Q: 3 clusters Score -600494.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -600494.687500 Penalty: 2840.765625
	Iteration 51Q: 3 clusters Score -600494.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -600494.500000 Penalty: 2840.765625
	Iteration 52Q: 3 clusters Score -600494.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -600495.125000 Penalty: 2840.765625
	Iteration 53Q: 3 clusters Score -600495.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -600496.875000 Penalty: 2840.765625
	Iteration 54Q: 3 clusters Score -600496.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -600496.875000 Penalty: 2840.765625
	Iteration 55Q: 3 clusters Score -600496.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -600498.937500 Penalty: 2840.765625
	Iteration 56Q: 3 clusters Score -600498.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -600500.875000 Penalty: 2840.765625
	Iteration 57Q: 3 clusters Score -600500.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -600502.187500 Penalty: 2840.765625
	Iteration 58Q: 3 clusters Score -600502.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -600501.500000 Penalty: 2840.765625
	Iteration 59Q: 3 clusters Score -600501.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -600505.437500 Penalty: 2840.765625
	Iteration 60F: 3 clusters Score -600505.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -600505.625000 Penalty: 2840.765625
	Iteration 61Q: 3 clusters Score -600505.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -600508.000000 Penalty: 2840.765625
	Iteration 62Q: 3 clusters Score -600508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -600507.500000 Penalty: 2840.765625
	Iteration 63Q: 3 clusters Score -600507.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -600509.062500 Penalty: 2840.765625
	Iteration 64Q: 3 clusters Score -600509.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -600509.062500 Penalty: 2840.765625
	Iteration 65F: 3 clusters Score -600509.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Entering Unmasked Estep 
Score: -536354.312500 Penalty: 1388.941895
	Iteration 0F: 2 clusters Score -536354.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -532251.437500 Penalty: 2777.883789
	Iteration 0F: 3 clusters Score -532251.4 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -533394.437500 Penalty: 2777.883789
	Iteration 1F: 3 clusters Score -533394.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -533597.312500 Penalty: 2777.883789
	Iteration 2F: 3 clusters Score -533597.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -533761.500000 Penalty: 2777.883789
	Iteration 3F: 3 clusters Score -533761.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -533938.937500 Penalty: 2777.883789
	Iteration 4F: 3 clusters Score -533938.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -534126.125000 Penalty: 2777.883789
	Iteration 5F: 3 clusters Score -534126.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -534282.562500 Penalty: 2777.883789
	Iteration 6Q: 3 clusters Score -534282.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -534420.750000 Penalty: 2777.883789
	Iteration 7Q: 3 clusters Score -534420.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -534553.562500 Penalty: 2777.883789
	Iteration 8Q: 3 clusters Score -534553.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -534702.187500 Penalty: 2777.883789
	Iteration 9Q: 3 clusters Score -534702.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -534805.687500 Penalty: 2777.883789
	Iteration 10Q: 3 clusters Score -534805.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -534882.312500 Penalty: 2777.883789
	Iteration 11Q: 3 clusters Score -534882.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -534939.375000 Penalty: 2777.883789
	Iteration 12Q: 3 clusters Score -534939.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -534991.500000 Penalty: 2777.883789
	Iteration 13Q: 3 clusters Score -534991.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -535020.500000 Penalty: 2777.883789
	Iteration 14Q: 3 clusters Score -535020.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -535041.375000 Penalty: 2777.883789
	Iteration 15Q: 3 clusters Score -535041.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -535063.000000 Penalty: 2777.883789
	Iteration 16Q: 3 clusters Score -535063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -535086.937500 Penalty: 2777.883789
	Iteration 17Q: 3 clusters Score -535086.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -535103.562500 Penalty: 2777.883789
	Iteration 18Q: 3 clusters Score -535103.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -535114.500000 Penalty: 2777.883789
	Iteration 19Q: 3 clusters Score -535114.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -535125.125000 Penalty: 2777.883789
	Iteration 20F: 3 clusters Score -535125.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -535132.562500 Penalty: 2777.883789
	Iteration 21Q: 3 clusters Score -535132.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -535140.062500 Penalty: 2777.883789
	Iteration 22Q: 3 clusters Score -535140.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -535148.562500 Penalty: 2777.883789
	Iteration 23Q: 3 clusters Score -535148.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -535155.062500 Penalty: 2777.883789
	Iteration 24Q: 3 clusters Score -535155.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -535157.937500 Penalty: 2777.883789
	Iteration 25Q: 3 clusters Score -535157.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -535158.500000 Penalty: 2777.883789
	Iteration 26Q: 3 clusters Score -535158.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -535158.500000 Penalty: 2777.883789
	Iteration 27F: 3 clusters Score -535158.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -118157.562500 Penalty: 1145.785767
	Iteration 0F: 2 clusters Score -118157.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -116605.625000 Penalty: 2291.571533
	Iteration 0F: 3 clusters Score -116605.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -116913.500000 Penalty: 2291.571533
	Iteration 1F: 3 clusters Score -116913.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -116986.640625 Penalty: 2291.571533
	Iteration 2F: 3 clusters Score -116986.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -117012.046875 Penalty: 2291.571533
	Iteration 3Q: 3 clusters Score -117012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -117028.726562 Penalty: 2291.571533
	Iteration 4Q: 3 clusters Score -117028.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -117038.992188 Penalty: 2291.571533
	Iteration 5Q: 3 clusters Score -117039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -117048.406250 Penalty: 2291.571533
	Iteration 6Q: 3 clusters Score -117048.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -117052.820312 Penalty: 2291.571533
	Iteration 7Q: 3 clusters Score -117052.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -117057.257812 Penalty: 2291.571533
	Iteration 8Q: 3 clusters Score -117057.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117060.781250 Penalty: 2291.571533
	Iteration 9Q: 3 clusters Score -117060.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -117062.101562 Penalty: 2291.571533
	Iteration 10Q: 3 clusters Score -117062.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -117063.125000 Penalty: 2291.571533
	Iteration 11Q: 3 clusters Score -117063.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117064.070312 Penalty: 2291.571533
	Iteration 12Q: 3 clusters Score -117064.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117064.070312 Penalty: 2291.571533
	Iteration 13F: 3 clusters Score -117064.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Entering Unmasked Estep 
Score: -251761.390625 Penalty: 1274.561646
	Iteration 0F: 2 clusters Score -251761.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -249301.218750 Penalty: 2549.123291
	Iteration 0F: 3 clusters Score -249301.2 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -249926.250000 Penalty: 2549.123291
	Iteration 1F: 3 clusters Score -249926.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -250097.562500 Penalty: 2549.123291
	Iteration 2F: 3 clusters Score -250097.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -250238.500000 Penalty: 2549.123291
	Iteration 3F: 3 clusters Score -250238.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -250383.140625 Penalty: 2549.123291
	Iteration 4F: 3 clusters Score -250383.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -250503.734375 Penalty: 2549.123291
	Iteration 5Q: 3 clusters Score -250503.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -250601.406250 Penalty: 2549.123291
	Iteration 6Q: 3 clusters Score -250601.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -250669.453125 Penalty: 2549.123291
	Iteration 7Q: 3 clusters Score -250669.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -250716.531250 Penalty: 2549.123291
	Iteration 8Q: 3 clusters Score -250716.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -250749.109375 Penalty: 2549.123291
	Iteration 9Q: 3 clusters Score -250749.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -250770.812500 Penalty: 2549.123291
	Iteration 10Q: 3 clusters Score -250770.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -250794.625000 Penalty: 2549.123291
	Iteration 11Q: 3 clusters Score -250794.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -250818.484375 Penalty: 2549.123291
	Iteration 12Q: 3 clusters Score -250818.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -250834.359375 Penalty: 2549.123291
	Iteration 13Q: 3 clusters Score -250834.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -250844.937500 Penalty: 2549.123291
	Iteration 14Q: 3 clusters Score -250844.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -250856.843750 Penalty: 2549.123291
	Iteration 15Q: 3 clusters Score -250856.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -250863.000000 Penalty: 2549.123291
	Iteration 16Q: 3 clusters Score -250863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -250871.843750 Penalty: 2549.123291
	Iteration 17Q: 3 clusters Score -250871.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -250888.562500 Penalty: 2549.123291
	Iteration 18Q: 3 clusters Score -250888.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -250904.546875 Penalty: 2549.123291
	Iteration 19Q: 3 clusters Score -250904.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -250916.109375 Penalty: 2549.123291
	Iteration 20F: 3 clusters Score -250916.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -250930.359375 Penalty: 2549.123291
	Iteration 21Q: 3 clusters Score -250930.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -250940.078125 Penalty: 2549.123291
	Iteration 22Q: 3 clusters Score -250940.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -250949.437500 Penalty: 2549.123291
	Iteration 23Q: 3 clusters Score -250949.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -250951.406250 Penalty: 2549.123291
	Iteration 24Q: 3 clusters Score -250951.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -250956.171875 Penalty: 2549.123291
	Iteration 25Q: 3 clusters Score -250956.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -250958.781250 Penalty: 2549.123291
	Iteration 26Q: 3 clusters Score -250958.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -250963.296875 Penalty: 2549.123291
	Iteration 27Q: 3 clusters Score -250963.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -250965.078125 Penalty: 2549.123291
	Iteration 28Q: 3 clusters Score -250965.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -250969.000000 Penalty: 2549.123291
	Iteration 29Q: 3 clusters Score -250969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -250975.125000 Penalty: 2549.123291
	Iteration 30Q: 3 clusters Score -250975.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -250980.968750 Penalty: 2549.123291
	Iteration 31Q: 3 clusters Score -250981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -250982.359375 Penalty: 2549.123291
	Iteration 32Q: 3 clusters Score -250982.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -250984.781250 Penalty: 2549.123291
	Iteration 33Q: 3 clusters Score -250984.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -250986.562500 Penalty: 2549.123291
	Iteration 34Q: 3 clusters Score -250986.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -250988.312500 Penalty: 2549.123291
	Iteration 35Q: 3 clusters Score -250988.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -250991.281250 Penalty: 2549.123291
	Iteration 36Q: 3 clusters Score -250991.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -250997.593750 Penalty: 2549.123291
	Iteration 37Q: 3 clusters Score -250997.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -251005.937500 Penalty: 2549.123291
	Iteration 38Q: 3 clusters Score -251005.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -251014.828125 Penalty: 2549.123291
	Iteration 39Q: 3 clusters Score -251014.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -251024.500000 Penalty: 2549.123291
	Iteration 40F: 3 clusters Score -251024.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -251030.187500 Penalty: 2549.123291
	Iteration 41Q: 3 clusters Score -251030.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -251037.031250 Penalty: 2549.123291
	Iteration 42Q: 3 clusters Score -251037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -251040.687500 Penalty: 2549.123291
	Iteration 43Q: 3 clusters Score -251040.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -251044.828125 Penalty: 2549.123291
	Iteration 44Q: 3 clusters Score -251044.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -251048.250000 Penalty: 2549.123291
	Iteration 45Q: 3 clusters Score -251048.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -251050.812500 Penalty: 2549.123291
	Iteration 46Q: 3 clusters Score -251050.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -251054.578125 Penalty: 2549.123291
	Iteration 47Q: 3 clusters Score -251054.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -251056.859375 Penalty: 2549.123291
	Iteration 48Q: 3 clusters Score -251056.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -251059.046875 Penalty: 2549.123291
	Iteration 49Q: 3 clusters Score -251059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -251060.218750 Penalty: 2549.123291
	Iteration 50Q: 3 clusters Score -251060.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -251061.937500 Penalty: 2549.123291
	Iteration 51Q: 3 clusters Score -251061.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -251064.156250 Penalty: 2549.123291
	Iteration 52Q: 3 clusters Score -251064.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -251066.828125 Penalty: 2549.123291
	Iteration 53Q: 3 clusters Score -251066.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -251068.500000 Penalty: 2549.123291
	Iteration 54Q: 3 clusters Score -251068.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -251069.359375 Penalty: 2549.123291
	Iteration 55Q: 3 clusters Score -251069.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -251069.078125 Penalty: 2549.123291
	Iteration 56Q: 3 clusters Score -251069.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -251069.078125 Penalty: 2549.123291
	Iteration 57F: 3 clusters Score -251069.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -82802.507812 Penalty: 1095.334473
	Iteration 0F: 2 clusters Score -82802.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -81440.039062 Penalty: 2190.668945
	Iteration 0F: 3 clusters Score -81440.04 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -81645.445312 Penalty: 2190.668945
	Iteration 1F: 3 clusters Score -81645.45 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -81715.156250 Penalty: 2190.668945
	Iteration 2F: 3 clusters Score -81715.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -81748.976562 Penalty: 2190.668945
	Iteration 3Q: 3 clusters Score -81748.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -81773.968750 Penalty: 2190.668945
	Iteration 4Q: 3 clusters Score -81773.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -81799.437500 Penalty: 2190.668945
	Iteration 5Q: 3 clusters Score -81799.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -81819.804688 Penalty: 2190.668945
	Iteration 6Q: 3 clusters Score -81819.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -81835.601562 Penalty: 2190.668945
	Iteration 7Q: 3 clusters Score -81835.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -81849.218750 Penalty: 2190.668945
	Iteration 8Q: 3 clusters Score -81849.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -81858.351562 Penalty: 2190.668945
	Iteration 9Q: 3 clusters Score -81858.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -81863.460938 Penalty: 2190.668945
	Iteration 10Q: 3 clusters Score -81863.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -81865.945312 Penalty: 2190.668945
	Iteration 11Q: 3 clusters Score -81865.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -81866.312500 Penalty: 2190.668945
	Iteration 12Q: 3 clusters Score -81866.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -81866.312500 Penalty: 2190.668945
	Iteration 13F: 3 clusters Score -81866.31 nChanged 0
--- Evaluating fit on full set of 1924095 points ---
Entering Unmasked Estep 
Score: -198226176.000000 Penalty: 89352.039062
22->39 Clusters: Score -198226176.000000, best is -198222576.000000
THE BEST YET!

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 641365 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 29028 members 
Mstep: Class 3 contains 29063 members 
Mstep: Class 4 contains 29101 members 
Mstep: Class 5 contains 28799 members 
Mstep: Class 6 contains 29367 members 
Mstep: Class 7 contains 29210 members 
Mstep: Class 8 contains 29240 members 
Mstep: Class 9 contains 29145 members 
Mstep: Class 10 contains 29326 members 
Mstep: Class 11 contains 28969 members 
Mstep: Class 12 contains 29184 members 
Mstep: Class 13 contains 29377 members 
Mstep: Class 14 contains 28837 members 
Mstep: Class 15 contains 28975 members 
Mstep: Class 16 contains 29260 members 
Mstep: Class 17 contains 29180 members 
Mstep: Class 18 contains 29340 members 
Mstep: Class 19 contains 29105 members 
Mstep: Class 20 contains 29002 members 
Mstep: Class 21 contains 29236 members 
Mstep: Class 22 contains 29582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 486.854919 but Gain 2172.843750
Score: -62400080.000000 Penalty: 45629.746094
Iteration 0F: 22 clusters Score -6.240008e+07 nChanged 610703
Entering Unmasked Mstep 
Mstep: Class 0 contains 527 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 22562 members 
Mstep: Class 3 contains 13164 members 
Mstep: Class 4 contains 44992 members 
Mstep: Class 5 contains 33490 members 
Mstep: Class 6 contains 36421 members 
Mstep: Class 7 contains 39640 members 
Mstep: Class 8 contains 40950 members 
Mstep: Class 9 contains 29626 members 
Mstep: Class 10 contains 56430 members 
Mstep: Class 11 contains 33274 members 
Mstep: Class 12 contains 26620 members 
Mstep: Class 13 contains 21494 members 
Mstep: Class 15 contains 19317 members 
Mstep: Class 16 contains 22115 members 
Mstep: Class 17 contains 12110 members 
Mstep: Class 18 contains 10660 members 
Mstep: Class 19 contains 25228 members 
Mstep: Class 20 contains 39620 members 
Mstep: Class 21 contains 44176 members 
Mstep: Class 22 contains 45195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64371536.000000 Penalty: 45629.746094
Iteration 1F: 22 clusters Score -6.437154e+07 nChanged 287267
Entering Unmasked Mstep 
Mstep: Class 0 contains 244 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 19167 members 
Mstep: Class 3 contains 6860 members 
Mstep: Class 4 contains 39036 members 
Mstep: Class 5 contains 32164 members 
Mstep: Class 6 contains 26228 members 
Mstep: Class 7 contains 55563 members 
Mstep: Class 8 contains 34075 members 
Mstep: Class 9 contains 27101 members 
Mstep: Class 10 contains 117213 members 
Mstep: Class 11 contains 25987 members 
Mstep: Class 12 contains 36728 members 
Mstep: Class 13 contains 10900 members 
Mstep: Class 15 contains 12099 members 
Mstep: Class 16 contains 16824 members 
Mstep: Class 17 contains 6783 members 
Mstep: Class 18 contains 8388 members 
Mstep: Class 19 contains 27186 members 
Mstep: Class 20 contains 34571 members 
Mstep: Class 21 contains 54309 members 
Mstep: Class 22 contains 29879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65025672.000000 Penalty: 45629.746094
Iteration 2F: 22 clusters Score -6.502567e+07 nChanged 188823
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 24136 members 
Mstep: Class 3 contains 5103 members 
Mstep: Class 4 contains 33033 members 
Mstep: Class 5 contains 27153 members 
Mstep: Class 6 contains 24965 members 
Mstep: Class 7 contains 69891 members 
Mstep: Class 8 contains 26084 members 
Mstep: Class 9 contains 23626 members 
Mstep: Class 10 contains 155160 members 
Mstep: Class 11 contains 21134 members 
Mstep: Class 12 contains 41128 members 
Mstep: Class 13 contains 5649 members 
Mstep: Class 15 contains 5689 members 
Mstep: Class 16 contains 11749 members 
Mstep: Class 17 contains 5080 members 
Mstep: Class 18 contains 9710 members 
Mstep: Class 19 contains 26228 members 
Mstep: Class 20 contains 33187 members 
Mstep: Class 21 contains 51215 members 
Mstep: Class 22 contains 21612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65304744.000000 Penalty: 45629.746094
Iteration 3F: 22 clusters Score -6.530474e+07 nChanged 130693
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 29515 members 
Mstep: Class 3 contains 5445 members 
Mstep: Class 4 contains 28333 members 
Mstep: Class 5 contains 22746 members 
Mstep: Class 6 contains 26285 members 
Mstep: Class 7 contains 78640 members 
Mstep: Class 8 contains 20476 members 
Mstep: Class 9 contains 20087 members 
Mstep: Class 10 contains 179250 members 
Mstep: Class 11 contains 17237 members 
Mstep: Class 12 contains 45416 members 
Mstep: Class 13 contains 3562 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 8225 members 
Mstep: Class 17 contains 5496 members 
Mstep: Class 18 contains 11735 members 
Mstep: Class 19 contains 26380 members 
Mstep: Class 20 contains 33673 members 
Mstep: Class 21 contains 40107 members 
Mstep: Class 22 contains 18418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1068.889648 but Gain 2172.843750
Score: -65464064.000000 Penalty: 43456.902344
Iteration 4F: 21 clusters Score -6.546406e+07 nChanged 99356
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 31370 members 
Mstep: Class 3 contains 5775 members 
Mstep: Class 4 contains 25821 members 
Mstep: Class 5 contains 19915 members 
Mstep: Class 6 contains 27224 members 
Mstep: Class 7 contains 83075 members 
Mstep: Class 8 contains 17210 members 
Mstep: Class 9 contains 17844 members 
Mstep: Class 10 contains 195486 members 
Mstep: Class 11 contains 14961 members 
Mstep: Class 12 contains 51954 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 16 contains 6016 members 
Mstep: Class 17 contains 6934 members 
Mstep: Class 18 contains 13577 members 
Mstep: Class 19 contains 27317 members 
Mstep: Class 20 contains 36050 members 
Mstep: Class 21 contains 27261 members 
Mstep: Class 22 contains 15153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65567752.000000 Penalty: 43456.902344
Iteration 5F: 21 clusters Score -6.556775e+07 nChanged 77478
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 31554 members 
Mstep: Class 3 contains 5957 members 
Mstep: Class 4 contains 23795 members 
Mstep: Class 5 contains 19212 members 
Mstep: Class 6 contains 27160 members 
Mstep: Class 7 contains 84862 members 
Mstep: Class 8 contains 15506 members 
Mstep: Class 9 contains 16825 members 
Mstep: Class 10 contains 205035 members 
Mstep: Class 11 contains 13501 members 
Mstep: Class 12 contains 58669 members 
Mstep: Class 13 contains 3243 members 
Mstep: Class 16 contains 4330 members 
Mstep: Class 17 contains 9046 members 
Mstep: Class 18 contains 14446 members 
Mstep: Class 19 contains 27707 members 
Mstep: Class 20 contains 39212 members 
Mstep: Class 21 contains 16694 members 
Mstep: Class 22 contains 12184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65637416.000000 Penalty: 43456.902344
Iteration 6F: 21 clusters Score -6.563742e+07 nChanged 59934
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 31285 members 
Mstep: Class 3 contains 6096 members 
Mstep: Class 4 contains 21734 members 
Mstep: Class 5 contains 19965 members 
Mstep: Class 6 contains 26554 members 
Mstep: Class 7 contains 86336 members 
Mstep: Class 8 contains 14921 members 
Mstep: Class 9 contains 16780 members 
Mstep: Class 10 contains 208148 members 
Mstep: Class 11 contains 12351 members 
Mstep: Class 12 contains 64776 members 
Mstep: Class 13 contains 3531 members 
Mstep: Class 16 contains 3098 members 
Mstep: Class 17 contains 10683 members 
Mstep: Class 18 contains 14633 members 
Mstep: Class 19 contains 27749 members 
Mstep: Class 20 contains 42504 members 
Mstep: Class 21 contains 9914 members 
Mstep: Class 22 contains 10017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65684532.000000 Penalty: 43456.902344
Iteration 7F: 21 clusters Score -6.568453e+07 nChanged 45844
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 30946 members 
Mstep: Class 3 contains 6246 members 
Mstep: Class 4 contains 19649 members 
Mstep: Class 5 contains 20819 members 
Mstep: Class 6 contains 25786 members 
Mstep: Class 7 contains 88401 members 
Mstep: Class 8 contains 14911 members 
Mstep: Class 9 contains 17313 members 
Mstep: Class 10 contains 205861 members 
Mstep: Class 11 contains 11288 members 
Mstep: Class 12 contains 70609 members 
Mstep: Class 13 contains 3761 members 
Mstep: Class 16 contains 2312 members 
Mstep: Class 17 contains 11257 members 
Mstep: Class 18 contains 15222 members 
Mstep: Class 19 contains 27590 members 
Mstep: Class 20 contains 45524 members 
Mstep: Class 21 contains 6001 members 
Mstep: Class 22 contains 8554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65714416.000000 Penalty: 43456.902344
Iteration 8F: 21 clusters Score -6.571442e+07 nChanged 35953
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 30734 members 
Mstep: Class 3 contains 6396 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 21438 members 
Mstep: Class 6 contains 25089 members 
Mstep: Class 7 contains 90878 members 
Mstep: Class 8 contains 15233 members 
Mstep: Class 9 contains 18271 members 
Mstep: Class 10 contains 200245 members 
Mstep: Class 11 contains 10460 members 
Mstep: Class 12 contains 76397 members 
Mstep: Class 13 contains 3960 members 
Mstep: Class 16 contains 1921 members 
Mstep: Class 17 contains 11503 members 
Mstep: Class 18 contains 15731 members 
Mstep: Class 19 contains 27283 members 
Mstep: Class 20 contains 47915 members 
Mstep: Class 21 contains 3745 members 
Mstep: Class 22 contains 7610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65737432.000000 Penalty: 43456.902344
Iteration 9F: 21 clusters Score -6.573743e+07 nChanged 30248
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 30547 members 
Mstep: Class 3 contains 6543 members 
Mstep: Class 4 contains 16113 members 
Mstep: Class 5 contains 21927 members 
Mstep: Class 6 contains 24455 members 
Mstep: Class 7 contains 93553 members 
Mstep: Class 8 contains 15835 members 
Mstep: Class 9 contains 19471 members 
Mstep: Class 10 contains 192848 members 
Mstep: Class 11 contains 9772 members 
Mstep: Class 12 contains 82195 members 
Mstep: Class 13 contains 4144 members 
Mstep: Class 16 contains 1750 members 
Mstep: Class 17 contains 11640 members 
Mstep: Class 18 contains 16203 members 
Mstep: Class 19 contains 26809 members 
Mstep: Class 20 contains 49420 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 7062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1804.441406 but Gain 2172.847656
Score: -65759428.000000 Penalty: 41284.054688
Iteration 10Q: 20 clusters Score -6.575943e+07 nChanged 28967
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 30325 members 
Mstep: Class 3 contains 6688 members 
Mstep: Class 4 contains 15222 members 
Mstep: Class 5 contains 22351 members 
Mstep: Class 6 contains 23880 members 
Mstep: Class 7 contains 96243 members 
Mstep: Class 8 contains 16564 members 
Mstep: Class 9 contains 20848 members 
Mstep: Class 10 contains 185276 members 
Mstep: Class 11 contains 9189 members 
Mstep: Class 12 contains 88534 members 
Mstep: Class 13 contains 4361 members 
Mstep: Class 16 contains 1712 members 
Mstep: Class 17 contains 11756 members 
Mstep: Class 18 contains 16605 members 
Mstep: Class 19 contains 26379 members 
Mstep: Class 20 contains 50171 members 
Mstep: Class 22 contains 6728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65785028.000000 Penalty: 41284.054688
Iteration 11Q: 20 clusters Score -6.578503e+07 nChanged 24425
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 30138 members 
Mstep: Class 3 contains 6829 members 
Mstep: Class 4 contains 14784 members 
Mstep: Class 5 contains 22398 members 
Mstep: Class 6 contains 23320 members 
Mstep: Class 7 contains 98270 members 
Mstep: Class 8 contains 17098 members 
Mstep: Class 9 contains 22005 members 
Mstep: Class 10 contains 179069 members 
Mstep: Class 11 contains 8696 members 
Mstep: Class 12 contains 92966 members 
Mstep: Class 13 contains 4571 members 
Mstep: Class 16 contains 1751 members 
Mstep: Class 17 contains 11858 members 
Mstep: Class 18 contains 16906 members 
Mstep: Class 19 contains 25945 members 
Mstep: Class 20 contains 49824 members 
Mstep: Class 22 contains 6492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806772.000000 Penalty: 41284.054688
Iteration 12Q: 20 clusters Score -6.580677e+07 nChanged 20494
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 29904 members 
Mstep: Class 3 contains 6968 members 
Mstep: Class 4 contains 14860 members 
Mstep: Class 5 contains 22210 members 
Mstep: Class 6 contains 22818 members 
Mstep: Class 7 contains 99323 members 
Mstep: Class 8 contains 17626 members 
Mstep: Class 9 contains 22809 members 
Mstep: Class 10 contains 176262 members 
Mstep: Class 11 contains 8223 members 
Mstep: Class 12 contains 95354 members 
Mstep: Class 13 contains 4823 members 
Mstep: Class 16 contains 1805 members 
Mstep: Class 17 contains 11955 members 
Mstep: Class 18 contains 17153 members 
Mstep: Class 19 contains 25634 members 
Mstep: Class 20 contains 48909 members 
Mstep: Class 22 contains 6360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65819968.000000 Penalty: 41284.054688
Iteration 13Q: 20 clusters Score -6.581997e+07 nChanged 15909
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 29644 members 
Mstep: Class 3 contains 7129 members 
Mstep: Class 4 contains 15266 members 
Mstep: Class 5 contains 21936 members 
Mstep: Class 6 contains 22308 members 
Mstep: Class 7 contains 99781 members 
Mstep: Class 8 contains 18062 members 
Mstep: Class 9 contains 23216 members 
Mstep: Class 10 contains 176148 members 
Mstep: Class 11 contains 7856 members 
Mstep: Class 12 contains 95743 members 
Mstep: Class 13 contains 5013 members 
Mstep: Class 16 contains 1868 members 
Mstep: Class 17 contains 12039 members 
Mstep: Class 18 contains 17357 members 
Mstep: Class 19 contains 25420 members 
Mstep: Class 20 contains 48008 members 
Mstep: Class 22 contains 6283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65826596.000000 Penalty: 41284.054688
Iteration 14Q: 20 clusters Score -6.58266e+07 nChanged 12888
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 29367 members 
Mstep: Class 3 contains 7327 members 
Mstep: Class 4 contains 15786 members 
Mstep: Class 5 contains 21644 members 
Mstep: Class 6 contains 21862 members 
Mstep: Class 7 contains 99727 members 
Mstep: Class 8 contains 18435 members 
Mstep: Class 9 contains 23465 members 
Mstep: Class 10 contains 177284 members 
Mstep: Class 11 contains 7502 members 
Mstep: Class 12 contains 95131 members 
Mstep: Class 13 contains 5163 members 
Mstep: Class 16 contains 1922 members 
Mstep: Class 17 contains 12121 members 
Mstep: Class 18 contains 17519 members 
Mstep: Class 19 contains 25275 members 
Mstep: Class 20 contains 47404 members 
Mstep: Class 22 contains 6234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65831196.000000 Penalty: 41284.054688
Iteration 15Q: 20 clusters Score -6.58312e+07 nChanged 11695
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 29086 members 
Mstep: Class 3 contains 7574 members 
Mstep: Class 4 contains 16432 members 
Mstep: Class 5 contains 21252 members 
Mstep: Class 6 contains 21490 members 
Mstep: Class 7 contains 99488 members 
Mstep: Class 8 contains 18784 members 
Mstep: Class 9 contains 23612 members 
Mstep: Class 10 contains 178934 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 93885 members 
Mstep: Class 13 contains 5282 members 
Mstep: Class 16 contains 1971 members 
Mstep: Class 17 contains 12204 members 
Mstep: Class 18 contains 17626 members 
Mstep: Class 19 contains 25191 members 
Mstep: Class 20 contains 47150 members 
Mstep: Class 22 contains 6188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65835656.000000 Penalty: 41284.054688
Iteration 16Q: 20 clusters Score -6.583566e+07 nChanged 11281
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 28784 members 
Mstep: Class 3 contains 7765 members 
Mstep: Class 4 contains 17142 members 
Mstep: Class 5 contains 20874 members 
Mstep: Class 6 contains 21163 members 
Mstep: Class 7 contains 99152 members 
Mstep: Class 8 contains 19114 members 
Mstep: Class 9 contains 23600 members 
Mstep: Class 10 contains 180874 members 
Mstep: Class 11 contains 6860 members 
Mstep: Class 12 contains 92083 members 
Mstep: Class 13 contains 5380 members 
Mstep: Class 16 contains 2004 members 
Mstep: Class 17 contains 12304 members 
Mstep: Class 18 contains 17717 members 
Mstep: Class 19 contains 25161 members 
Mstep: Class 20 contains 47276 members 
Mstep: Class 22 contains 6152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65841584.000000 Penalty: 41284.054688
Iteration 17Q: 20 clusters Score -6.584158e+07 nChanged 11113
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 28464 members 
Mstep: Class 3 contains 7837 members 
Mstep: Class 4 contains 17851 members 
Mstep: Class 5 contains 20581 members 
Mstep: Class 6 contains 20886 members 
Mstep: Class 7 contains 98791 members 
Mstep: Class 8 contains 19408 members 
Mstep: Class 9 contains 23516 members 
Mstep: Class 10 contains 183023 members 
Mstep: Class 11 contains 6714 members 
Mstep: Class 12 contains 89835 members 
Mstep: Class 13 contains 5482 members 
Mstep: Class 16 contains 2014 members 
Mstep: Class 17 contains 12451 members 
Mstep: Class 18 contains 17795 members 
Mstep: Class 19 contains 25182 members 
Mstep: Class 20 contains 47596 members 
Mstep: Class 22 contains 6125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65847464.000000 Penalty: 41284.054688
Iteration 18Q: 20 clusters Score -6.584746e+07 nChanged 11056
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 28115 members 
Mstep: Class 3 contains 7884 members 
Mstep: Class 4 contains 18493 members 
Mstep: Class 5 contains 20308 members 
Mstep: Class 6 contains 20667 members 
Mstep: Class 7 contains 98882 members 
Mstep: Class 8 contains 19671 members 
Mstep: Class 9 contains 23373 members 
Mstep: Class 10 contains 185131 members 
Mstep: Class 11 contains 6625 members 
Mstep: Class 12 contains 87145 members 
Mstep: Class 13 contains 5562 members 
Mstep: Class 16 contains 2047 members 
Mstep: Class 17 contains 12633 members 
Mstep: Class 18 contains 17874 members 
Mstep: Class 19 contains 25265 members 
Mstep: Class 20 contains 47947 members 
Mstep: Class 22 contains 6106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65853196.000000 Penalty: 41284.054688
Iteration 19Q: 20 clusters Score -6.58532e+07 nChanged 10255
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 27760 members 
Mstep: Class 3 contains 7938 members 
Mstep: Class 4 contains 19115 members 
Mstep: Class 5 contains 20045 members 
Mstep: Class 6 contains 20487 members 
Mstep: Class 7 contains 99585 members 
Mstep: Class 8 contains 19911 members 
Mstep: Class 9 contains 23268 members 
Mstep: Class 10 contains 186997 members 
Mstep: Class 11 contains 6522 members 
Mstep: Class 12 contains 84232 members 
Mstep: Class 13 contains 5633 members 
Mstep: Class 16 contains 2075 members 
Mstep: Class 17 contains 12753 members 
Mstep: Class 18 contains 17964 members 
Mstep: Class 19 contains 25380 members 
Mstep: Class 20 contains 48088 members 
Mstep: Class 22 contains 6091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65858692.000000 Penalty: 41284.054688
Iteration 20F: 20 clusters Score -6.585869e+07 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 27366 members 
Mstep: Class 3 contains 8232 members 
Mstep: Class 4 contains 19697 members 
Mstep: Class 5 contains 19786 members 
Mstep: Class 6 contains 20326 members 
Mstep: Class 7 contains 101052 members 
Mstep: Class 8 contains 20046 members 
Mstep: Class 9 contains 23248 members 
Mstep: Class 10 contains 188477 members 
Mstep: Class 11 contains 6229 members 
Mstep: Class 12 contains 81235 members 
Mstep: Class 13 contains 5766 members 
Mstep: Class 16 contains 2130 members 
Mstep: Class 17 contains 12946 members 
Mstep: Class 18 contains 18063 members 
Mstep: Class 19 contains 25500 members 
Mstep: Class 20 contains 47898 members 
Mstep: Class 22 contains 6074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65863004.000000 Penalty: 41284.054688
Iteration 21Q: 20 clusters Score -6.5863e+07 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 26995 members 
Mstep: Class 3 contains 8368 members 
Mstep: Class 4 contains 20201 members 
Mstep: Class 5 contains 19585 members 
Mstep: Class 6 contains 20186 members 
Mstep: Class 7 contains 102879 members 
Mstep: Class 8 contains 20325 members 
Mstep: Class 9 contains 23296 members 
Mstep: Class 10 contains 189479 members 
Mstep: Class 11 contains 5953 members 
Mstep: Class 12 contains 78352 members 
Mstep: Class 13 contains 5872 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 13142 members 
Mstep: Class 18 contains 18226 members 
Mstep: Class 19 contains 25643 members 
Mstep: Class 20 contains 47559 members 
Mstep: Class 22 contains 6060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65865832.000000 Penalty: 41284.054688
Iteration 22Q: 20 clusters Score -6.586583e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 26647 members 
Mstep: Class 3 contains 8414 members 
Mstep: Class 4 contains 20639 members 
Mstep: Class 5 contains 19406 members 
Mstep: Class 6 contains 20069 members 
Mstep: Class 7 contains 104805 members 
Mstep: Class 8 contains 20616 members 
Mstep: Class 9 contains 23373 members 
Mstep: Class 10 contains 190248 members 
Mstep: Class 11 contains 5760 members 
Mstep: Class 12 contains 75701 members 
Mstep: Class 13 contains 5948 members 
Mstep: Class 16 contains 2208 members 
Mstep: Class 17 contains 13299 members 
Mstep: Class 18 contains 18378 members 
Mstep: Class 19 contains 25805 members 
Mstep: Class 20 contains 47133 members 
Mstep: Class 22 contains 6037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65868200.000000 Penalty: 41284.054688
Iteration 23Q: 20 clusters Score -6.58682e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 26301 members 
Mstep: Class 3 contains 8454 members 
Mstep: Class 4 contains 20998 members 
Mstep: Class 5 contains 19241 members 
Mstep: Class 6 contains 19959 members 
Mstep: Class 7 contains 106736 members 
Mstep: Class 8 contains 20955 members 
Mstep: Class 9 contains 23482 members 
Mstep: Class 10 contains 190838 members 
Mstep: Class 11 contains 5607 members 
Mstep: Class 12 contains 73307 members 
Mstep: Class 13 contains 6007 members 
Mstep: Class 16 contains 2225 members 
Mstep: Class 17 contains 13414 members 
Mstep: Class 18 contains 18536 members 
Mstep: Class 19 contains 25971 members 
Mstep: Class 20 contains 46629 members 
Mstep: Class 22 contains 6008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65869584.000000 Penalty: 41284.054688
Iteration 24Q: 20 clusters Score -6.586958e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 25947 members 
Mstep: Class 3 contains 8489 members 
Mstep: Class 4 contains 21321 members 
Mstep: Class 5 contains 19113 members 
Mstep: Class 6 contains 19825 members 
Mstep: Class 7 contains 108684 members 
Mstep: Class 8 contains 21309 members 
Mstep: Class 9 contains 23544 members 
Mstep: Class 10 contains 191275 members 
Mstep: Class 11 contains 5448 members 
Mstep: Class 12 contains 71105 members 
Mstep: Class 13 contains 6060 members 
Mstep: Class 16 contains 2242 members 
Mstep: Class 17 contains 13457 members 
Mstep: Class 18 contains 18690 members 
Mstep: Class 19 contains 26139 members 
Mstep: Class 20 contains 46144 members 
Mstep: Class 22 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65870852.000000 Penalty: 41284.054688
Iteration 25Q: 20 clusters Score -6.587085e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 25592 members 
Mstep: Class 3 contains 8521 members 
Mstep: Class 4 contains 21589 members 
Mstep: Class 5 contains 18994 members 
Mstep: Class 6 contains 19697 members 
Mstep: Class 7 contains 110406 members 
Mstep: Class 8 contains 21645 members 
Mstep: Class 9 contains 23586 members 
Mstep: Class 10 contains 191618 members 
Mstep: Class 11 contains 5290 members 
Mstep: Class 12 contains 69218 members 
Mstep: Class 13 contains 6085 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 13449 members 
Mstep: Class 18 contains 18834 members 
Mstep: Class 19 contains 26363 members 
Mstep: Class 20 contains 45719 members 
Mstep: Class 22 contains 5963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65871924.000000 Penalty: 41284.054688
Iteration 26Q: 20 clusters Score -6.587192e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 25235 members 
Mstep: Class 3 contains 8540 members 
Mstep: Class 4 contains 21817 members 
Mstep: Class 5 contains 18924 members 
Mstep: Class 6 contains 19593 members 
Mstep: Class 7 contains 111938 members 
Mstep: Class 8 contains 22023 members 
Mstep: Class 9 contains 23614 members 
Mstep: Class 10 contains 191925 members 
Mstep: Class 11 contains 5198 members 
Mstep: Class 12 contains 67487 members 
Mstep: Class 13 contains 6086 members 
Mstep: Class 16 contains 2271 members 
Mstep: Class 17 contains 13435 members 
Mstep: Class 18 contains 18960 members 
Mstep: Class 19 contains 26570 members 
Mstep: Class 20 contains 45280 members 
Mstep: Class 22 contains 5950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65872812.000000 Penalty: 41284.054688
Iteration 27Q: 20 clusters Score -6.587281e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 24851 members 
Mstep: Class 3 contains 8550 members 
Mstep: Class 4 contains 22039 members 
Mstep: Class 5 contains 18900 members 
Mstep: Class 6 contains 19468 members 
Mstep: Class 7 contains 113273 members 
Mstep: Class 8 contains 22414 members 
Mstep: Class 9 contains 23535 members 
Mstep: Class 10 contains 192193 members 
Mstep: Class 11 contains 5101 members 
Mstep: Class 12 contains 66031 members 
Mstep: Class 13 contains 6115 members 
Mstep: Class 16 contains 2283 members 
Mstep: Class 17 contains 13414 members 
Mstep: Class 18 contains 19096 members 
Mstep: Class 19 contains 26782 members 
Mstep: Class 20 contains 44870 members 
Mstep: Class 22 contains 5943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65873400.000000 Penalty: 41284.054688
Iteration 28Q: 20 clusters Score -6.58734e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 24510 members 
Mstep: Class 3 contains 8554 members 
Mstep: Class 4 contains 22238 members 
Mstep: Class 5 contains 18867 members 
Mstep: Class 6 contains 19355 members 
Mstep: Class 7 contains 114443 members 
Mstep: Class 8 contains 22810 members 
Mstep: Class 9 contains 23415 members 
Mstep: Class 10 contains 192408 members 
Mstep: Class 11 contains 5009 members 
Mstep: Class 12 contains 64814 members 
Mstep: Class 13 contains 6110 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 17 contains 13403 members 
Mstep: Class 18 contains 19218 members 
Mstep: Class 19 contains 26997 members 
Mstep: Class 20 contains 44490 members 
Mstep: Class 22 contains 5931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65873804.000000 Penalty: 41284.054688
Iteration 29Q: 20 clusters Score -6.58738e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 24215 members 
Mstep: Class 3 contains 8552 members 
Mstep: Class 4 contains 22392 members 
Mstep: Class 5 contains 18841 members 
Mstep: Class 6 contains 19240 members 
Mstep: Class 7 contains 115532 members 
Mstep: Class 8 contains 23253 members 
Mstep: Class 9 contains 23293 members 
Mstep: Class 10 contains 192567 members 
Mstep: Class 11 contains 4920 members 
Mstep: Class 12 contains 63701 members 
Mstep: Class 13 contains 6100 members 
Mstep: Class 16 contains 2299 members 
Mstep: Class 17 contains 13385 members 
Mstep: Class 18 contains 19321 members 
Mstep: Class 19 contains 27182 members 
Mstep: Class 20 contains 44146 members 
Mstep: Class 22 contains 5922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65874544.000000 Penalty: 41284.054688
Iteration 30Q: 20 clusters Score -6.587454e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 23923 members 
Mstep: Class 3 contains 8553 members 
Mstep: Class 4 contains 22528 members 
Mstep: Class 5 contains 18840 members 
Mstep: Class 6 contains 19147 members 
Mstep: Class 7 contains 116457 members 
Mstep: Class 8 contains 23676 members 
Mstep: Class 9 contains 23112 members 
Mstep: Class 10 contains 192732 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 12 contains 62771 members 
Mstep: Class 13 contains 6089 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 13373 members 
Mstep: Class 18 contains 19407 members 
Mstep: Class 19 contains 27368 members 
Mstep: Class 20 contains 43826 members 
Mstep: Class 22 contains 5916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65874916.000000 Penalty: 41284.054688
Iteration 31Q: 20 clusters Score -6.587492e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 23645 members 
Mstep: Class 3 contains 8552 members 
Mstep: Class 4 contains 22657 members 
Mstep: Class 5 contains 18870 members 
Mstep: Class 6 contains 19073 members 
Mstep: Class 7 contains 117300 members 
Mstep: Class 8 contains 24086 members 
Mstep: Class 9 contains 22909 members 
Mstep: Class 10 contains 192886 members 
Mstep: Class 11 contains 4790 members 
Mstep: Class 12 contains 61903 members 
Mstep: Class 13 contains 6063 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 17 contains 13365 members 
Mstep: Class 18 contains 19491 members 
Mstep: Class 19 contains 27539 members 
Mstep: Class 20 contains 43536 members 
Mstep: Class 22 contains 5912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65875372.000000 Penalty: 41284.054688
Iteration 32Q: 20 clusters Score -6.587537e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 23355 members 
Mstep: Class 3 contains 8549 members 
Mstep: Class 4 contains 22776 members 
Mstep: Class 5 contains 18940 members 
Mstep: Class 6 contains 18998 members 
Mstep: Class 7 contains 118046 members 
Mstep: Class 8 contains 24481 members 
Mstep: Class 9 contains 22701 members 
Mstep: Class 10 contains 193031 members 
Mstep: Class 11 contains 4735 members 
Mstep: Class 12 contains 61134 members 
Mstep: Class 13 contains 6036 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 17 contains 13352 members 
Mstep: Class 18 contains 19575 members 
Mstep: Class 19 contains 27710 members 
Mstep: Class 20 contains 43256 members 
Mstep: Class 22 contains 5901 members 
Entering Unmasked Estep 
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Score: -65875732.000000 Penalty: 41284.054688
Iteration 33Q: 20 clusters Score -6.587573e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 23089 members 
Mstep: Class 3 contains 8553 members 
Mstep: Class 4 contains 22881 members 
Mstep: Class 5 contains 19014 members 
Mstep: Class 6 contains 18907 members 
Mstep: Class 7 contains 118711 members 
Mstep: Class 8 contains 24920 members 
Mstep: Class 9 contains 22460 members 
Mstep: Class 10 contains 193144 members 
Mstep: Class 11 contains 4679 members 
Mstep: Class 12 contains 60486 members 
Mstep: Class 13 contains 6013 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 17 contains 13344 members 
Mstep: Class 18 contains 19658 members 
Mstep: Class 19 contains 27860 members 
Mstep: Class 20 contains 42966 members 
Mstep: Class 22 contains 5897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65876208.000000 Penalty: 41284.054688
Iteration 34Q: 20 clusters Score -6.587621e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 22843 members 
Mstep: Class 3 contains 8555 members 
Mstep: Class 4 contains 22982 members 
Mstep: Class 5 contains 19080 members 
Mstep: Class 6 contains 18850 members 
Mstep: Class 7 contains 119299 members 
Mstep: Class 8 contains 25339 members 
Mstep: Class 9 contains 22185 members 
Mstep: Class 10 contains 193239 members 
Mstep: Class 11 contains 4627 members 
Mstep: Class 12 contains 59935 members 
Mstep: Class 13 contains 5985 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 13331 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 28009 members 
Mstep: Class 20 contains 42713 members 
Mstep: Class 22 contains 5898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65876924.000000 Penalty: 41284.054688
Iteration 35Q: 20 clusters Score -6.587692e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 22607 members 
Mstep: Class 3 contains 8554 members 
Mstep: Class 4 contains 23074 members 
Mstep: Class 5 contains 19189 members 
Mstep: Class 6 contains 18797 members 
Mstep: Class 7 contains 119800 members 
Mstep: Class 8 contains 25728 members 
Mstep: Class 9 contains 21881 members 
Mstep: Class 10 contains 193374 members 
Mstep: Class 11 contains 4577 members 
Mstep: Class 12 contains 59504 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 16 contains 2262 members 
Mstep: Class 17 contains 13320 members 
Mstep: Class 18 contains 19790 members 
Mstep: Class 19 contains 28157 members 
Mstep: Class 20 contains 42424 members 
Mstep: Class 22 contains 5901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65877588.000000 Penalty: 41284.054688
Iteration 36Q: 20 clusters Score -6.587759e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 22363 members 
Mstep: Class 3 contains 8552 members 
Mstep: Class 4 contains 23163 members 
Mstep: Class 5 contains 19312 members 
Mstep: Class 6 contains 18754 members 
Mstep: Class 7 contains 120258 members 
Mstep: Class 8 contains 26094 members 
Mstep: Class 9 contains 21585 members 
Mstep: Class 10 contains 193529 members 
Mstep: Class 11 contains 4545 members 
Mstep: Class 12 contains 59083 members 
Mstep: Class 13 contains 5885 members 
Mstep: Class 16 contains 2248 members 
Mstep: Class 17 contains 13315 members 
Mstep: Class 18 contains 19843 members 
Mstep: Class 19 contains 28295 members 
Mstep: Class 20 contains 42140 members 
Mstep: Class 22 contains 5902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65878216.000000 Penalty: 41284.054688
Iteration 37Q: 20 clusters Score -6.587822e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 22109 members 
Mstep: Class 3 contains 8550 members 
Mstep: Class 4 contains 23230 members 
Mstep: Class 5 contains 19432 members 
Mstep: Class 6 contains 18685 members 
Mstep: Class 7 contains 120688 members 
Mstep: Class 8 contains 26484 members 
Mstep: Class 9 contains 21318 members 
Mstep: Class 10 contains 193660 members 
Mstep: Class 11 contains 4528 members 
Mstep: Class 12 contains 58681 members 
Mstep: Class 13 contains 5811 members 
Mstep: Class 16 contains 2237 members 
Mstep: Class 17 contains 13308 members 
Mstep: Class 18 contains 19887 members 
Mstep: Class 19 contains 28467 members 
Mstep: Class 20 contains 41892 members 
Mstep: Class 22 contains 5901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65878724.000000 Penalty: 41284.054688
Iteration 38Q: 20 clusters Score -6.587872e+07 nChanged 2314
Entering ConstructFrom: 
Score: -65878724.000000 Penalty: 41284.054688
Entering ConstructFrom: 
Trying to split cluster 1 (6339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Entering Unmasked Estep 
Score: -584046.187500 Penalty: 1422.602417
	Iteration 0F: 2 clusters Score -584046.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -579493.187500 Penalty: 2845.204834
	Iteration 0F: 3 clusters Score -579493.2 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -584137.625000 Penalty: 2845.204834
	Iteration 1F: 3 clusters Score -584137.6 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -586281.687500 Penalty: 2845.204834
	Iteration 2F: 3 clusters Score -586281.7 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -587330.500000 Penalty: 2845.204834
	Iteration 3F: 3 clusters Score -587330.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -587680.750000 Penalty: 2845.204834
	Iteration 4F: 3 clusters Score -587680.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -587814.125000 Penalty: 2845.204834
	Iteration 5Q: 3 clusters Score -587814.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -587911.562500 Penalty: 2845.204834
	Iteration 6Q: 3 clusters Score -587911.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -588018.000000 Penalty: 2845.204834
	Iteration 7Q: 3 clusters Score -588018 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -588185.750000 Penalty: 2845.204834
	Iteration 8Q: 3 clusters Score -588185.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -588357.000000 Penalty: 2845.204834
	Iteration 9Q: 3 clusters Score -588357 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -588495.937500 Penalty: 2845.204834
	Iteration 10Q: 3 clusters Score -588495.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -588595.937500 Penalty: 2845.204834
	Iteration 11Q: 3 clusters Score -588595.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -588656.375000 Penalty: 2845.204834
	Iteration 12Q: 3 clusters Score -588656.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -588733.000000 Penalty: 2845.204834
	Iteration 13Q: 3 clusters Score -588733 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -588853.687500 Penalty: 2845.204834
	Iteration 14Q: 3 clusters Score -588853.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -589068.000000 Penalty: 2845.204834
	Iteration 15Q: 3 clusters Score -589068 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -589341.187500 Penalty: 2845.204834
	Iteration 16Q: 3 clusters Score -589341.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -589655.250000 Penalty: 2845.204834
	Iteration 17Q: 3 clusters Score -589655.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -589930.125000 Penalty: 2845.204834
	Iteration 18Q: 3 clusters Score -589930.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -590195.687500 Penalty: 2845.204834
	Iteration 19Q: 3 clusters Score -590195.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -590655.687500 Penalty: 2845.204834
	Iteration 20F: 3 clusters Score -590655.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -591322.750000 Penalty: 2845.204834
	Iteration 21Q: 3 clusters Score -591322.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -591500.812500 Penalty: 2845.204834
	Iteration 22Q: 3 clusters Score -591500.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -591530.937500 Penalty: 2845.204834
	Iteration 23Q: 3 clusters Score -591530.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -591539.375000 Penalty: 2845.204834
	Iteration 24Q: 3 clusters Score -591539.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -591550.625000 Penalty: 2845.204834
	Iteration 25Q: 3 clusters Score -591550.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -591552.250000 Penalty: 2845.204834
	Iteration 26Q: 3 clusters Score -591552.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -591569.937500 Penalty: 2845.204834
	Iteration 27Q: 3 clusters Score -591569.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -591575.500000 Penalty: 2845.204834
	Iteration 28Q: 3 clusters Score -591575.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -591584.687500 Penalty: 2845.204834
	Iteration 29Q: 3 clusters Score -591584.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -591585.312500 Penalty: 2845.204834
	Iteration 30Q: 3 clusters Score -591585.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -591651.437500 Penalty: 2845.204834
	Iteration 31F: 3 clusters Score -591651.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -591764.500000 Penalty: 2845.204834
	Iteration 32Q: 3 clusters Score -591764.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -591818.750000 Penalty: 2845.204834
	Iteration 33Q: 3 clusters Score -591818.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -591844.875000 Penalty: 2845.204834
	Iteration 34Q: 3 clusters Score -591844.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -591859.687500 Penalty: 2845.204834
	Iteration 35Q: 3 clusters Score -591859.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -591868.750000 Penalty: 2845.204834
	Iteration 36Q: 3 clusters Score -591868.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -591871.937500 Penalty: 2845.204834
	Iteration 37Q: 3 clusters Score -591871.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -591873.437500 Penalty: 2845.204834
	Iteration 38Q: 3 clusters Score -591873.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -591878.937500 Penalty: 2845.204834
	Iteration 39F: 3 clusters Score -591878.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -591884.000000 Penalty: 2845.204834
	Iteration 40F: 3 clusters Score -591884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -591893.000000 Penalty: 2845.204834
	Iteration 41Q: 3 clusters Score -591893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -591901.000000 Penalty: 2845.204834
	Iteration 42Q: 3 clusters Score -591901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -591909.250000 Penalty: 2845.204834
	Iteration 43Q: 3 clusters Score -591909.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -591912.062500 Penalty: 2845.204834
	Iteration 44Q: 3 clusters Score -591912.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -591912.687500 Penalty: 2845.204834
	Iteration 45Q: 3 clusters Score -591912.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -591914.937500 Penalty: 2845.204834
	Iteration 46Q: 3 clusters Score -591914.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -591915.687500 Penalty: 2845.204834
	Iteration 47Q: 3 clusters Score -591915.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -591916.187500 Penalty: 2845.204834
	Iteration 48Q: 3 clusters Score -591916.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -591918.500000 Penalty: 2845.204834
	Iteration 49Q: 3 clusters Score -591918.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -591920.187500 Penalty: 2845.204834
	Iteration 50Q: 3 clusters Score -591920.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -591924.812500 Penalty: 2845.204834
	Iteration 51Q: 3 clusters Score -591924.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -591944.375000 Penalty: 2845.204834
	Iteration 52Q: 3 clusters Score -591944.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -591984.812500 Penalty: 2845.204834
	Iteration 53Q: 3 clusters Score -591984.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -592035.812500 Penalty: 2845.204834
	Iteration 54Q: 3 clusters Score -592035.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -592111.000000 Penalty: 2845.204834
	Iteration 55Q: 3 clusters Score -592111 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -592170.750000 Penalty: 2845.204834
	Iteration 56Q: 3 clusters Score -592170.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -592265.187500 Penalty: 2845.204834
	Iteration 57Q: 3 clusters Score -592265.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -592362.375000 Penalty: 2845.204834
	Iteration 58Q: 3 clusters Score -592362.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -592451.062500 Penalty: 2845.204834
	Iteration 59Q: 3 clusters Score -592451.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -592994.625000 Penalty: 2845.204834
	Iteration 60F: 3 clusters Score -592994.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -593827.812500 Penalty: 2845.204834
	Iteration 61Q: 3 clusters Score -593827.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -593880.375000 Penalty: 2845.204834
	Iteration 62Q: 3 clusters Score -593880.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -593888.750000 Penalty: 2845.204834
	Iteration 63Q: 3 clusters Score -593888.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -593895.812500 Penalty: 2845.204834
	Iteration 64Q: 3 clusters Score -593895.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -593900.375000 Penalty: 2845.204834
	Iteration 65Q: 3 clusters Score -593900.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -593901.250000 Penalty: 2845.204834
	Iteration 66Q: 3 clusters Score -593901.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -593900.312500 Penalty: 2845.204834
	Iteration 67Q: 3 clusters Score -593900.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -593902.625000 Penalty: 2845.204834
	Iteration 68Q: 3 clusters Score -593902.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -593900.812500 Penalty: 2845.204834
	Iteration 69Q: 3 clusters Score -593900.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -593900.812500 Penalty: 2845.204834
	Iteration 70F: 3 clusters Score -593900.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 21885 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 23275 members 
Mstep: Class 5 contains 19526 members 
Mstep: Class 6 contains 18613 members 
Mstep: Class 7 contains 121087 members 
Mstep: Class 8 contains 26843 members 
Mstep: Class 9 contains 21053 members 
Mstep: Class 10 contains 193742 members 
Mstep: Class 11 contains 4502 members 
Mstep: Class 12 contains 58360 members 
Mstep: Class 13 contains 5751 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 13307 members 
Mstep: Class 18 contains 19940 members 
Mstep: Class 19 contains 28620 members 
Mstep: Class 20 contains 41698 members 
Mstep: Class 22 contains 5897 members 
Entering Unmasked Estep 
Score: -65888160.000000 Penalty: 43456.902344
Splitting cluster 1 changes total score from -65878724.000000 to -65888160.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 2 (21885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Entering Unmasked Estep 
Score: -2304238.500000 Penalty: 1623.953003
	Iteration 0F: 2 clusters Score -2304238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2289304.000000 Penalty: 3247.906006
	Iteration 0F: 3 clusters Score -2289304 nChanged 9929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2294881.000000 Penalty: 3247.906006
	Iteration 1F: 3 clusters Score -2294881 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2295377.750000 Penalty: 3247.906006
	Iteration 2F: 3 clusters Score -2295378 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2296001.000000 Penalty: 3247.906006
	Iteration 3F: 3 clusters Score -2296001 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2296731.750000 Penalty: 3247.906006
	Iteration 4F: 3 clusters Score -2296732 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2297535.750000 Penalty: 3247.906006
	Iteration 5F: 3 clusters Score -2297536 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2298438.750000 Penalty: 3247.906006
	Iteration 6F: 3 clusters Score -2298439 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2299376.250000 Penalty: 3247.906006
	Iteration 7F: 3 clusters Score -2299376 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2300194.250000 Penalty: 3247.906006
	Iteration 8Q: 3 clusters Score -2300194 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2300785.000000 Penalty: 3247.906006
	Iteration 9Q: 3 clusters Score -2300785 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2301219.500000 Penalty: 3247.906006
	Iteration 10Q: 3 clusters Score -2301220 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2301567.750000 Penalty: 3247.906006
	Iteration 11Q: 3 clusters Score -2301568 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2301836.250000 Penalty: 3247.906006
	Iteration 12Q: 3 clusters Score -2301836 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2302042.750000 Penalty: 3247.906006
	Iteration 13Q: 3 clusters Score -2302043 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2302217.750000 Penalty: 3247.906006
	Iteration 14Q: 3 clusters Score -2302218 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2302329.250000 Penalty: 3247.906006
	Iteration 15Q: 3 clusters Score -2302329 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2302405.250000 Penalty: 3247.906006
	Iteration 16Q: 3 clusters Score -2302405 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2302477.500000 Penalty: 3247.906006
	Iteration 17Q: 3 clusters Score -2302478 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2302537.750000 Penalty: 3247.906006
	Iteration 18Q: 3 clusters Score -2302538 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2302583.250000 Penalty: 3247.906006
	Iteration 19Q: 3 clusters Score -2302583 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2302630.250000 Penalty: 3247.906006
	Iteration 20F: 3 clusters Score -2302630 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2302667.500000 Penalty: 3247.906006
	Iteration 21Q: 3 clusters Score -2302668 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2302701.250000 Penalty: 3247.906006
	Iteration 22Q: 3 clusters Score -2302701 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2302730.500000 Penalty: 3247.906006
	Iteration 23Q: 3 clusters Score -2302730 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2302753.500000 Penalty: 3247.906006
	Iteration 24Q: 3 clusters Score -2302754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2302775.250000 Penalty: 3247.906006
	Iteration 25Q: 3 clusters Score -2302775 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2302789.500000 Penalty: 3247.906006
	Iteration 26Q: 3 clusters Score -2302790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2302802.250000 Penalty: 3247.906006
	Iteration 27Q: 3 clusters Score -2302802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2302814.500000 Penalty: 3247.906006
	Iteration 28Q: 3 clusters Score -2302814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2302823.750000 Penalty: 3247.906006
	Iteration 29Q: 3 clusters Score -2302824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2302838.750000 Penalty: 3247.906006
	Iteration 30Q: 3 clusters Score -2302839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2302851.000000 Penalty: 3247.906006
	Iteration 31Q: 3 clusters Score -2302851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2302861.000000 Penalty: 3247.906006
	Iteration 32Q: 3 clusters Score -2302861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2302870.500000 Penalty: 3247.906006
	Iteration 33Q: 3 clusters Score -2302870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2302876.500000 Penalty: 3247.906006
	Iteration 34Q: 3 clusters Score -2302876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2302881.250000 Penalty: 3247.906006
	Iteration 35Q: 3 clusters Score -2302881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2302884.000000 Penalty: 3247.906006
	Iteration 36Q: 3 clusters Score -2302884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2302889.000000 Penalty: 3247.906006
	Iteration 37Q: 3 clusters Score -2302889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2302893.250000 Penalty: 3247.906006
	Iteration 38Q: 3 clusters Score -2302893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2302893.500000 Penalty: 3247.906006
	Iteration 39Q: 3 clusters Score -2302894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2302891.250000 Penalty: 3247.906006
	Iteration 40F: 3 clusters Score -2302891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2302893.250000 Penalty: 3247.906006
	Iteration 41Q: 3 clusters Score -2302893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2302896.000000 Penalty: 3247.906006
	Iteration 42Q: 3 clusters Score -2302896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2302894.250000 Penalty: 3247.906006
	Iteration 43Q: 3 clusters Score -2302894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2302894.250000 Penalty: 3247.906006
	Iteration 44F: 3 clusters Score -2302894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Entering Unmasked Estep 
Score: -852464.187500 Penalty: 1471.148071
	Iteration 0F: 2 clusters Score -852464.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -846315.625000 Penalty: 2942.296143
	Iteration 0F: 3 clusters Score -846315.6 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -848697.437500 Penalty: 2942.296143
	Iteration 1F: 3 clusters Score -848697.4 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -850022.687500 Penalty: 2942.296143
	Iteration 2F: 3 clusters Score -850022.7 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -852214.562500 Penalty: 2942.296143
	Iteration 3F: 3 clusters Score -852214.6 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -854280.375000 Penalty: 2942.296143
	Iteration 4F: 3 clusters Score -854280.4 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -855846.125000 Penalty: 2942.296143
	Iteration 5F: 3 clusters Score -855846.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -856870.750000 Penalty: 2942.296143
	Iteration 6Q: 3 clusters Score -856870.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -857037.812500 Penalty: 2942.296143
	Iteration 7Q: 3 clusters Score -857037.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -857057.437500 Penalty: 2942.296143
	Iteration 8Q: 3 clusters Score -857057.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -857060.812500 Penalty: 2942.296143
	Iteration 9Q: 3 clusters Score -857060.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -857059.750000 Penalty: 2942.296143
	Iteration 10Q: 3 clusters Score -857059.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -857060.437500 Penalty: 2942.296143
	Iteration 11Q: 3 clusters Score -857060.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -857060.625000 Penalty: 2942.296143
	Iteration 12Q: 3 clusters Score -857060.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -857060.625000 Penalty: 2942.296143
	Iteration 13F: 3 clusters Score -857060.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 21885 members 
Mstep: Class 3 contains 4510 members 
Mstep: Class 4 contains 23275 members 
Mstep: Class 5 contains 19526 members 
Mstep: Class 6 contains 18613 members 
Mstep: Class 7 contains 121087 members 
Mstep: Class 8 contains 26843 members 
Mstep: Class 9 contains 21053 members 
Mstep: Class 10 contains 193742 members 
Mstep: Class 11 contains 4502 members 
Mstep: Class 12 contains 58360 members 
Mstep: Class 13 contains 5751 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 4036 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 13307 members 
Mstep: Class 18 contains 19940 members 
Mstep: Class 19 contains 28620 members 
Mstep: Class 20 contains 41698 members 
Mstep: Class 22 contains 5897 members 
Entering Unmasked Estep 
Score: -65892212.000000 Penalty: 45629.746094
Splitting cluster 3 changes total score from -65878724.000000 to -65892212.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 4 (23275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Entering Unmasked Estep 
Score: -2470978.250000 Penalty: 1633.959351
	Iteration 0F: 2 clusters Score -2470978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2455334.000000 Penalty: 3267.918701
	Iteration 0F: 3 clusters Score -2455334 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2461063.250000 Penalty: 3267.918701
	Iteration 1F: 3 clusters Score -2461063 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2461645.750000 Penalty: 3267.918701
	Iteration 2F: 3 clusters Score -2461646 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2462447.250000 Penalty: 3267.918701
	Iteration 3F: 3 clusters Score -2462447 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2463627.750000 Penalty: 3267.918701
	Iteration 4F: 3 clusters Score -2463628 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2465200.750000 Penalty: 3267.918701
	Iteration 5F: 3 clusters Score -2465201 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -2466910.750000 Penalty: 3267.918701
	Iteration 6F: 3 clusters Score -2466911 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -2468237.750000 Penalty: 3267.918701
	Iteration 7F: 3 clusters Score -2468238 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -2468998.750000 Penalty: 3267.918701
	Iteration 8Q: 3 clusters Score -2468999 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -2469398.750000 Penalty: 3267.918701
	Iteration 9Q: 3 clusters Score -2469399 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -2469594.500000 Penalty: 3267.918701
	Iteration 10Q: 3 clusters Score -2469594 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -2469724.250000 Penalty: 3267.918701
	Iteration 11Q: 3 clusters Score -2469724 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -2469790.250000 Penalty: 3267.918701
	Iteration 12Q: 3 clusters Score -2469790 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -2469841.750000 Penalty: 3267.918701
	Iteration 13Q: 3 clusters Score -2469842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -2469871.000000 Penalty: 3267.918701
	Iteration 14Q: 3 clusters Score -2469871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -2469892.000000 Penalty: 3267.918701
	Iteration 15Q: 3 clusters Score -2469892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -2469906.500000 Penalty: 3267.918701
	Iteration 16Q: 3 clusters Score -2469906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -2469919.000000 Penalty: 3267.918701
	Iteration 17Q: 3 clusters Score -2469919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -2469930.750000 Penalty: 3267.918701
	Iteration 18Q: 3 clusters Score -2469931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -2469951.500000 Penalty: 3267.918701
	Iteration 19Q: 3 clusters Score -2469952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -2469956.500000 Penalty: 3267.918701
	Iteration 20F: 3 clusters Score -2469956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -2469962.250000 Penalty: 3267.918701
	Iteration 21Q: 3 clusters Score -2469962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -2469973.250000 Penalty: 3267.918701
	Iteration 22Q: 3 clusters Score -2469973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -2469977.500000 Penalty: 3267.918701
	Iteration 23Q: 3 clusters Score -2469978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -2469982.250000 Penalty: 3267.918701
	Iteration 24Q: 3 clusters Score -2469982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -2469981.500000 Penalty: 3267.918701
	Iteration 25Q: 3 clusters Score -2469982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -2469986.000000 Penalty: 3267.918701
	Iteration 26Q: 3 clusters Score -2469986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -2469984.750000 Penalty: 3267.918701
	Iteration 27Q: 3 clusters Score -2469985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -2469993.000000 Penalty: 3267.918701
	Iteration 28Q: 3 clusters Score -2469993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -2469993.500000 Penalty: 3267.918701
	Iteration 29Q: 3 clusters Score -2469994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -2469992.500000 Penalty: 3267.918701
	Iteration 30Q: 3 clusters Score -2469992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -2469994.000000 Penalty: 3267.918701
	Iteration 31Q: 3 clusters Score -2469994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -2469995.000000 Penalty: 3267.918701
	Iteration 32Q: 3 clusters Score -2469995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -2469995.250000 Penalty: 3267.918701
	Iteration 33Q: 3 clusters Score -2469995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -2469995.500000 Penalty: 3267.918701
	Iteration 34Q: 3 clusters Score -2469996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -2470000.250000 Penalty: 3267.918701
	Iteration 35Q: 3 clusters Score -2470000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -2469997.500000 Penalty: 3267.918701
	Iteration 36Q: 3 clusters Score -2469998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -2469998.250000 Penalty: 3267.918701
	Iteration 37Q: 3 clusters Score -2469998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -2470001.500000 Penalty: 3267.918701
	Iteration 38Q: 3 clusters Score -2470002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -2469999.250000 Penalty: 3267.918701
	Iteration 39Q: 3 clusters Score -2469999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -2470000.000000 Penalty: 3267.918701
	Iteration 40F: 3 clusters Score -2470000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -2470004.500000 Penalty: 3267.918701
	Iteration 41Q: 3 clusters Score -2470004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -2470006.750000 Penalty: 3267.918701
	Iteration 42Q: 3 clusters Score -2470007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -2470011.500000 Penalty: 3267.918701
	Iteration 43Q: 3 clusters Score -2470012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -2470012.250000 Penalty: 3267.918701
	Iteration 44Q: 3 clusters Score -2470012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -2470016.250000 Penalty: 3267.918701
	Iteration 45Q: 3 clusters Score -2470016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -2470017.000000 Penalty: 3267.918701
	Iteration 46Q: 3 clusters Score -2470017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -2470022.750000 Penalty: 3267.918701
	Iteration 47Q: 3 clusters Score -2470023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -2470028.000000 Penalty: 3267.918701
	Iteration 48Q: 3 clusters Score -2470028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -2470031.250000 Penalty: 3267.918701
	Iteration 49Q: 3 clusters Score -2470031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -2470030.250000 Penalty: 3267.918701
	Iteration 50Q: 3 clusters Score -2470030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -2470034.500000 Penalty: 3267.918701
	Iteration 51Q: 3 clusters Score -2470034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -2470034.250000 Penalty: 3267.918701
	Iteration 52Q: 3 clusters Score -2470034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -2470036.750000 Penalty: 3267.918701
	Iteration 53Q: 3 clusters Score -2470037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -2470036.250000 Penalty: 3267.918701
	Iteration 54Q: 3 clusters Score -2470036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -2470036.750000 Penalty: 3267.918701
	Iteration 55Q: 3 clusters Score -2470037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -2470037.500000 Penalty: 3267.918701
	Iteration 56Q: 3 clusters Score -2470038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -2470037.500000 Penalty: 3267.918701
	Iteration 57Q: 3 clusters Score -2470038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -2470037.500000 Penalty: 3267.918701
	Iteration 58F: 3 clusters Score -2470038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Entering Unmasked Estep 
Score: -2049924.000000 Penalty: 1605.419067
	Iteration 0F: 2 clusters Score -2049924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2036619.250000 Penalty: 3210.838135
	Iteration 0F: 3 clusters Score -2036619 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2041538.875000 Penalty: 3210.838135
	Iteration 1F: 3 clusters Score -2041539 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2041969.000000 Penalty: 3210.838135
	Iteration 2F: 3 clusters Score -2041969 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2042435.125000 Penalty: 3210.838135
	Iteration 3Q: 3 clusters Score -2042435 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2043013.500000 Penalty: 3210.838135
	Iteration 4F: 3 clusters Score -2043014 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2043639.375000 Penalty: 3210.838135
	Iteration 5F: 3 clusters Score -2043639 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2044324.000000 Penalty: 3210.838135
	Iteration 6F: 3 clusters Score -2044324 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2045000.000000 Penalty: 3210.838135
	Iteration 7F: 3 clusters Score -2045000 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2045667.125000 Penalty: 3210.838135
	Iteration 8F: 3 clusters Score -2045667 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2046247.500000 Penalty: 3210.838135
	Iteration 9Q: 3 clusters Score -2046248 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2046734.375000 Penalty: 3210.838135
	Iteration 10Q: 3 clusters Score -2046734 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2047120.625000 Penalty: 3210.838135
	Iteration 11Q: 3 clusters Score -2047121 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2047418.625000 Penalty: 3210.838135
	Iteration 12Q: 3 clusters Score -2047419 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2047637.125000 Penalty: 3210.838135
	Iteration 13Q: 3 clusters Score -2047637 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2047834.125000 Penalty: 3210.838135
	Iteration 14Q: 3 clusters Score -2047834 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2047990.875000 Penalty: 3210.838135
	Iteration 15Q: 3 clusters Score -2047991 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2048140.250000 Penalty: 3210.838135
	Iteration 16Q: 3 clusters Score -2048140 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2048282.875000 Penalty: 3210.838135
	Iteration 17Q: 3 clusters Score -2048283 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2048422.375000 Penalty: 3210.838135
	Iteration 18Q: 3 clusters Score -2048422 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2048529.500000 Penalty: 3210.838135
	Iteration 19Q: 3 clusters Score -2048530 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2048579.625000 Penalty: 3210.838135
	Iteration 20F: 3 clusters Score -2048580 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2048615.875000 Penalty: 3210.838135
	Iteration 21Q: 3 clusters Score -2048616 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2048631.125000 Penalty: 3210.838135
	Iteration 22Q: 3 clusters Score -2048631 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2048640.750000 Penalty: 3210.838135
	Iteration 23Q: 3 clusters Score -2048641 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2048655.250000 Penalty: 3210.838135
	Iteration 24Q: 3 clusters Score -2048655 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2048658.250000 Penalty: 3210.838135
	Iteration 25Q: 3 clusters Score -2048658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2048660.750000 Penalty: 3210.838135
	Iteration 26Q: 3 clusters Score -2048661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2048664.375000 Penalty: 3210.838135
	Iteration 27Q: 3 clusters Score -2048664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2048663.500000 Penalty: 3210.838135
	Iteration 28Q: 3 clusters Score -2048664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2048666.125000 Penalty: 3210.838135
	Iteration 29Q: 3 clusters Score -2048666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2048670.875000 Penalty: 3210.838135
	Iteration 30Q: 3 clusters Score -2048671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2048669.250000 Penalty: 3210.838135
	Iteration 31Q: 3 clusters Score -2048669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2048671.375000 Penalty: 3210.838135
	Iteration 32Q: 3 clusters Score -2048671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2048671.625000 Penalty: 3210.838135
	Iteration 33Q: 3 clusters Score -2048672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2048680.500000 Penalty: 3210.838135
	Iteration 34Q: 3 clusters Score -2048680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2048685.625000 Penalty: 3210.838135
	Iteration 35Q: 3 clusters Score -2048686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2048681.250000 Penalty: 3210.838135
	Iteration 36Q: 3 clusters Score -2048681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2048682.625000 Penalty: 3210.838135
	Iteration 37Q: 3 clusters Score -2048683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2048686.875000 Penalty: 3210.838135
	Iteration 38Q: 3 clusters Score -2048687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2048686.125000 Penalty: 3210.838135
	Iteration 39Q: 3 clusters Score -2048686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2048682.000000 Penalty: 3210.838135
	Iteration 40F: 3 clusters Score -2048682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2048684.250000 Penalty: 3210.838135
	Iteration 41Q: 3 clusters Score -2048684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2048681.500000 Penalty: 3210.838135
	Iteration 42Q: 3 clusters Score -2048682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2048684.625000 Penalty: 3210.838135
	Iteration 43Q: 3 clusters Score -2048685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2048682.000000 Penalty: 3210.838135
	Iteration 44Q: 3 clusters Score -2048682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2048681.000000 Penalty: 3210.838135
	Iteration 45Q: 3 clusters Score -2048681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2048683.000000 Penalty: 3210.838135
	Iteration 46Q: 3 clusters Score -2048683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2048681.500000 Penalty: 3210.838135
	Iteration 47Q: 3 clusters Score -2048682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2048683.625000 Penalty: 3210.838135
	Iteration 48Q: 3 clusters Score -2048684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2048685.875000 Penalty: 3210.838135
	Iteration 49Q: 3 clusters Score -2048686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2048684.875000 Penalty: 3210.838135
	Iteration 50Q: 3 clusters Score -2048685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2048684.125000 Penalty: 3210.838135
	Iteration 51Q: 3 clusters Score -2048684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2048683.750000 Penalty: 3210.838135
	Iteration 52Q: 3 clusters Score -2048684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2048683.750000 Penalty: 3210.838135
	Iteration 53F: 3 clusters Score -2048684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Entering Unmasked Estep 
Score: -1939512.125000 Penalty: 1597.637451
	Iteration 0F: 2 clusters Score -1939512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1926704.875000 Penalty: 3195.274902
	Iteration 0F: 3 clusters Score -1926705 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1931648.000000 Penalty: 3195.274902
	Iteration 1F: 3 clusters Score -1931648 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1932257.500000 Penalty: 3195.274902
	Iteration 2F: 3 clusters Score -1932258 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1932910.250000 Penalty: 3195.274902
	Iteration 3F: 3 clusters Score -1932910 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1933603.000000 Penalty: 3195.274902
	Iteration 4F: 3 clusters Score -1933603 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1934312.500000 Penalty: 3195.274902
	Iteration 5F: 3 clusters Score -1934312 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1935064.625000 Penalty: 3195.274902
	Iteration 6F: 3 clusters Score -1935065 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1935833.250000 Penalty: 3195.274902
	Iteration 7F: 3 clusters Score -1935833 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1936532.250000 Penalty: 3195.274902
	Iteration 8Q: 3 clusters Score -1936532 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -1937117.125000 Penalty: 3195.274902
	Iteration 9Q: 3 clusters Score -1937117 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -1937591.750000 Penalty: 3195.274902
	Iteration 10Q: 3 clusters Score -1937592 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -1937928.000000 Penalty: 3195.274902
	Iteration 11Q: 3 clusters Score -1937928 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -1938123.625000 Penalty: 3195.274902
	Iteration 12Q: 3 clusters Score -1938124 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -1938239.875000 Penalty: 3195.274902
	Iteration 13Q: 3 clusters Score -1938240 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -1938297.625000 Penalty: 3195.274902
	Iteration 14Q: 3 clusters Score -1938298 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -1938323.750000 Penalty: 3195.274902
	Iteration 15Q: 3 clusters Score -1938324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -1938346.875000 Penalty: 3195.274902
	Iteration 16Q: 3 clusters Score -1938347 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -1938376.125000 Penalty: 3195.274902
	Iteration 17Q: 3 clusters Score -1938376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -1938394.250000 Penalty: 3195.274902
	Iteration 18Q: 3 clusters Score -1938394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -1938410.375000 Penalty: 3195.274902
	Iteration 19Q: 3 clusters Score -1938410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -1938431.500000 Penalty: 3195.274902
	Iteration 20F: 3 clusters Score -1938432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -1938447.750000 Penalty: 3195.274902
	Iteration 21Q: 3 clusters Score -1938448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -1938457.250000 Penalty: 3195.274902
	Iteration 22Q: 3 clusters Score -1938457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -1938462.125000 Penalty: 3195.274902
	Iteration 23Q: 3 clusters Score -1938462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -1938461.875000 Penalty: 3195.274902
	Iteration 24Q: 3 clusters Score -1938462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -1938460.750000 Penalty: 3195.274902
	Iteration 25Q: 3 clusters Score -1938461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -1938462.750000 Penalty: 3195.274902
	Iteration 26Q: 3 clusters Score -1938463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -1938462.750000 Penalty: 3195.274902
	Iteration 27F: 3 clusters Score -1938463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (121087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121087 members 
Entering Unmasked Estep 
Score: -13020245.000000 Penalty: 1901.942993
	Iteration 0F: 2 clusters Score -1.302024e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60363 members 
Mstep: Class 2 contains 60724 members 
Entering Unmasked Estep 
Score: -12939385.000000 Penalty: 3803.885986
	Iteration 0F: 3 clusters Score -1.293938e+07 nChanged 58158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55221 members 
Mstep: Class 2 contains 65866 members 
Entering Unmasked Estep 
Score: -12974289.000000 Penalty: 3803.885986
	Iteration 1F: 3 clusters Score -1.297429e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51613 members 
Mstep: Class 2 contains 69474 members 
Entering Unmasked Estep 
Score: -12976496.000000 Penalty: 3803.885986
	Iteration 2Q: 3 clusters Score -1.29765e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 74729 members 
Entering Unmasked Estep 
Score: -12980086.000000 Penalty: 3803.885986
	Iteration 3F: 3 clusters Score -1.298009e+07 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 81837 members 
Entering Unmasked Estep 
Score: -12985895.000000 Penalty: 3803.885986
	Iteration 4F: 3 clusters Score -1.29859e+07 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 90078 members 
Entering Unmasked Estep 
Score: -12993143.000000 Penalty: 3803.885986
	Iteration 5F: 3 clusters Score -1.299314e+07 nChanged 9149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 98271 members 
Entering Unmasked Estep 
Score: -13000269.000000 Penalty: 3803.885986
	Iteration 6F: 3 clusters Score -1.300027e+07 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 105461 members 
Entering Unmasked Estep 
Score: -13006220.000000 Penalty: 3803.885986
	Iteration 7F: 3 clusters Score -1.300622e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 111009 members 
Entering Unmasked Estep 
Score: -13010725.000000 Penalty: 3803.885986
	Iteration 8Q: 3 clusters Score -1.301072e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 114973 members 
Entering Unmasked Estep 
Score: -13013953.000000 Penalty: 3803.885986
	Iteration 9Q: 3 clusters Score -1.301395e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 117561 members 
Entering Unmasked Estep 
Score: -13016133.000000 Penalty: 3803.885986
	Iteration 10Q: 3 clusters Score -1.301613e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 119039 members 
Entering Unmasked Estep 
Score: -13017323.000000 Penalty: 3803.885986
	Iteration 11Q: 3 clusters Score -1.301732e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 119787 members 
Entering Unmasked Estep 
Score: -13017892.000000 Penalty: 3803.885986
	Iteration 12Q: 3 clusters Score -1.301789e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 120143 members 
Entering Unmasked Estep 
Score: -13018216.000000 Penalty: 3803.885986
	Iteration 13Q: 3 clusters Score -1.301822e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 120332 members 
Entering Unmasked Estep 
Score: -13018392.000000 Penalty: 3803.885986
	Iteration 14Q: 3 clusters Score -1.301839e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 120422 members 
Entering Unmasked Estep 
Score: -13018476.000000 Penalty: 3803.885986
	Iteration 15Q: 3 clusters Score -1.301848e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 120477 members 
Entering Unmasked Estep 
Score: -13018530.000000 Penalty: 3803.885986
	Iteration 16Q: 3 clusters Score -1.301853e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 120511 members 
Entering Unmasked Estep 
Score: -13018561.000000 Penalty: 3803.885986
	Iteration 17Q: 3 clusters Score -1.301856e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 120521 members 
Entering Unmasked Estep 
Score: -13018579.000000 Penalty: 3803.885986
	Iteration 18Q: 3 clusters Score -1.301858e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 120539 members 
Entering Unmasked Estep 
Score: -13018588.000000 Penalty: 3803.885986
	Iteration 19Q: 3 clusters Score -1.301859e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 120556 members 
Entering Unmasked Estep 
Score: -13018584.000000 Penalty: 3803.885986
	Iteration 20F: 3 clusters Score -1.301858e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 120568 members 
Entering Unmasked Estep 
Score: -13018622.000000 Penalty: 3803.885986
	Iteration 21Q: 3 clusters Score -1.301862e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 120580 members 
Entering Unmasked Estep 
Score: -13018639.000000 Penalty: 3803.885986
	Iteration 22Q: 3 clusters Score -1.301864e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 120583 members 
Entering Unmasked Estep 
Score: -13018636.000000 Penalty: 3803.885986
	Iteration 23Q: 3 clusters Score -1.301864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 120588 members 
Entering Unmasked Estep 
Score: -13018644.000000 Penalty: 3803.885986
	Iteration 24Q: 3 clusters Score -1.301864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 120587 members 
Entering Unmasked Estep 
Score: -13018644.000000 Penalty: 3803.885986
	Iteration 25Q: 3 clusters Score -1.301864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 120589 members 
Entering Unmasked Estep 
Score: -13018655.000000 Penalty: 3803.885986
	Iteration 26Q: 3 clusters Score -1.301866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 120590 members 
Entering Unmasked Estep 
Score: -13018658.000000 Penalty: 3803.885986
	Iteration 27Q: 3 clusters Score -1.301866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 120593 members 
Entering Unmasked Estep 
Score: -13018665.000000 Penalty: 3803.885986
	Iteration 28Q: 3 clusters Score -1.301866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 120594 members 
Entering Unmasked Estep 
Score: -13018659.000000 Penalty: 3803.885986
	Iteration 29Q: 3 clusters Score -1.301866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 120592 members 
Entering Unmasked Estep 
Score: -13018659.000000 Penalty: 3803.885986
	Iteration 30Q: 3 clusters Score -1.301866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 120592 members 
Entering Unmasked Estep 
Score: -13018672.000000 Penalty: 3803.885986
	Iteration 31Q: 3 clusters Score -1.301867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 120592 members 
Entering Unmasked Estep 
Score: -13018665.000000 Penalty: 3803.885986
	Iteration 32Q: 3 clusters Score -1.301866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 120593 members 
Entering Unmasked Estep 
Score: -13018681.000000 Penalty: 3803.885986
	Iteration 33Q: 3 clusters Score -1.301868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 120594 members 
Entering Unmasked Estep 
Score: -13018671.000000 Penalty: 3803.885986
	Iteration 34Q: 3 clusters Score -1.301867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 120594 members 
Entering Unmasked Estep 
Score: -13018671.000000 Penalty: 3803.885986
	Iteration 35F: 3 clusters Score -1.301867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Entering Unmasked Estep 
Score: -2591055.000000 Penalty: 1657.136108
	Iteration 0F: 2 clusters Score -2591055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2573084.750000 Penalty: 3314.272217
	Iteration 0F: 3 clusters Score -2573085 nChanged 12178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2580310.500000 Penalty: 3314.272217
	Iteration 1F: 3 clusters Score -2580310 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2581492.000000 Penalty: 3314.272217
	Iteration 2F: 3 clusters Score -2581492 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2582803.750000 Penalty: 3314.272217
	Iteration 3F: 3 clusters Score -2582804 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2584142.500000 Penalty: 3314.272217
	Iteration 4F: 3 clusters Score -2584142 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2585177.000000 Penalty: 3314.272217
	Iteration 5F: 3 clusters Score -2585177 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2585950.500000 Penalty: 3314.272217
	Iteration 6F: 3 clusters Score -2585950 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2586518.250000 Penalty: 3314.272217
	Iteration 7Q: 3 clusters Score -2586518 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2586955.250000 Penalty: 3314.272217
	Iteration 8Q: 3 clusters Score -2586955 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2587381.500000 Penalty: 3314.272217
	Iteration 9Q: 3 clusters Score -2587382 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2587753.000000 Penalty: 3314.272217
	Iteration 10Q: 3 clusters Score -2587753 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2588089.250000 Penalty: 3314.272217
	Iteration 11Q: 3 clusters Score -2588089 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2588366.500000 Penalty: 3314.272217
	Iteration 12Q: 3 clusters Score -2588366 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2588630.250000 Penalty: 3314.272217
	Iteration 13Q: 3 clusters Score -2588630 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2588858.000000 Penalty: 3314.272217
	Iteration 14Q: 3 clusters Score -2588858 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2589043.250000 Penalty: 3314.272217
	Iteration 15Q: 3 clusters Score -2589043 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2589276.250000 Penalty: 3314.272217
	Iteration 16Q: 3 clusters Score -2589276 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2589523.500000 Penalty: 3314.272217
	Iteration 17Q: 3 clusters Score -2589524 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2589779.000000 Penalty: 3314.272217
	Iteration 18Q: 3 clusters Score -2589779 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2590064.500000 Penalty: 3314.272217
	Iteration 19Q: 3 clusters Score -2590064 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2590351.000000 Penalty: 3314.272217
	Iteration 20F: 3 clusters Score -2590351 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2590618.750000 Penalty: 3314.272217
	Iteration 21Q: 3 clusters Score -2590619 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2590859.250000 Penalty: 3314.272217
	Iteration 22Q: 3 clusters Score -2590859 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2591067.250000 Penalty: 3314.272217
	Iteration 23Q: 3 clusters Score -2591067 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2591275.750000 Penalty: 3314.272217
	Iteration 24Q: 3 clusters Score -2591276 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2591464.000000 Penalty: 3314.272217
	Iteration 25Q: 3 clusters Score -2591464 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2591608.750000 Penalty: 3314.272217
	Iteration 26Q: 3 clusters Score -2591609 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2591721.000000 Penalty: 3314.272217
	Iteration 27Q: 3 clusters Score -2591721 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2591809.250000 Penalty: 3314.272217
	Iteration 28Q: 3 clusters Score -2591809 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2591886.000000 Penalty: 3314.272217
	Iteration 29Q: 3 clusters Score -2591886 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2591943.500000 Penalty: 3314.272217
	Iteration 30Q: 3 clusters Score -2591944 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2591987.250000 Penalty: 3314.272217
	Iteration 31Q: 3 clusters Score -2591987 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2592016.500000 Penalty: 3314.272217
	Iteration 32Q: 3 clusters Score -2592016 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2592064.250000 Penalty: 3314.272217
	Iteration 33Q: 3 clusters Score -2592064 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2592107.250000 Penalty: 3314.272217
	Iteration 34Q: 3 clusters Score -2592107 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2592129.250000 Penalty: 3314.272217
	Iteration 35Q: 3 clusters Score -2592129 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2592145.500000 Penalty: 3314.272217
	Iteration 36Q: 3 clusters Score -2592146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2592167.250000 Penalty: 3314.272217
	Iteration 37Q: 3 clusters Score -2592167 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2592199.250000 Penalty: 3314.272217
	Iteration 38Q: 3 clusters Score -2592199 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2592217.000000 Penalty: 3314.272217
	Iteration 39Q: 3 clusters Score -2592217 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2592251.250000 Penalty: 3314.272217
	Iteration 40F: 3 clusters Score -2592251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2592277.250000 Penalty: 3314.272217
	Iteration 41Q: 3 clusters Score -2592277 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2592295.000000 Penalty: 3314.272217
	Iteration 42Q: 3 clusters Score -2592295 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2592319.000000 Penalty: 3314.272217
	Iteration 43Q: 3 clusters Score -2592319 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2592348.500000 Penalty: 3314.272217
	Iteration 44Q: 3 clusters Score -2592348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2592363.250000 Penalty: 3314.272217
	Iteration 45Q: 3 clusters Score -2592363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2592370.250000 Penalty: 3314.272217
	Iteration 46Q: 3 clusters Score -2592370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2592374.750000 Penalty: 3314.272217
	Iteration 47Q: 3 clusters Score -2592375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2592378.500000 Penalty: 3314.272217
	Iteration 48Q: 3 clusters Score -2592378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2592384.250000 Penalty: 3314.272217
	Iteration 49Q: 3 clusters Score -2592384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2592386.250000 Penalty: 3314.272217
	Iteration 50Q: 3 clusters Score -2592386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2592390.000000 Penalty: 3314.272217
	Iteration 51Q: 3 clusters Score -2592390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2592395.250000 Penalty: 3314.272217
	Iteration 52Q: 3 clusters Score -2592395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2592400.000000 Penalty: 3314.272217
	Iteration 53Q: 3 clusters Score -2592400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2592401.250000 Penalty: 3314.272217
	Iteration 54Q: 3 clusters Score -2592401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2592401.500000 Penalty: 3314.272217
	Iteration 55Q: 3 clusters Score -2592402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2592402.500000 Penalty: 3314.272217
	Iteration 56Q: 3 clusters Score -2592402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2592407.500000 Penalty: 3314.272217
	Iteration 57Q: 3 clusters Score -2592408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2592422.250000 Penalty: 3314.272217
	Iteration 58Q: 3 clusters Score -2592422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2592438.000000 Penalty: 3314.272217
	Iteration 59Q: 3 clusters Score -2592438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2592452.750000 Penalty: 3314.272217
	Iteration 60F: 3 clusters Score -2592453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2592508.500000 Penalty: 3314.272217
	Iteration 61Q: 3 clusters Score -2592508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2592611.000000 Penalty: 3314.272217
	Iteration 62Q: 3 clusters Score -2592611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2592651.000000 Penalty: 3314.272217
	Iteration 63Q: 3 clusters Score -2592651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2592678.750000 Penalty: 3314.272217
	Iteration 64Q: 3 clusters Score -2592679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2592692.750000 Penalty: 3314.272217
	Iteration 65Q: 3 clusters Score -2592693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2592696.250000 Penalty: 3314.272217
	Iteration 66Q: 3 clusters Score -2592696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2592701.000000 Penalty: 3314.272217
	Iteration 67Q: 3 clusters Score -2592701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2592701.750000 Penalty: 3314.272217
	Iteration 68Q: 3 clusters Score -2592702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2592705.500000 Penalty: 3314.272217
	Iteration 69Q: 3 clusters Score -2592706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2592705.500000 Penalty: 3314.272217
	Iteration 70F: 3 clusters Score -2592706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 21885 members 
Mstep: Class 3 contains 4510 members 
Mstep: Class 4 contains 23275 members 
Mstep: Class 5 contains 19526 members 
Mstep: Class 6 contains 18613 members 
Mstep: Class 7 contains 121087 members 
Mstep: Class 8 contains 26339 members 
Mstep: Class 9 contains 21053 members 
Mstep: Class 10 contains 193742 members 
Mstep: Class 11 contains 4502 members 
Mstep: Class 12 contains 58360 members 
Mstep: Class 13 contains 5751 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 4036 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 13307 members 
Mstep: Class 18 contains 19940 members 
Mstep: Class 19 contains 28620 members 
Mstep: Class 20 contains 41698 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 5897 members 
Entering Unmasked Estep 
Score: -65893324.000000 Penalty: 47802.589844
Splitting cluster 8 changes total score from -65878724.000000 to -65893324.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 9 (21053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Entering Unmasked Estep 
Score: -2190540.750000 Penalty: 1617.654785
	Iteration 0F: 2 clusters Score -2190541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2176072.000000 Penalty: 3235.309570
	Iteration 0F: 3 clusters Score -2176072 nChanged 9603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2181419.000000 Penalty: 3235.309570
	Iteration 1F: 3 clusters Score -2181419 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2181825.000000 Penalty: 3235.309570
	Iteration 2F: 3 clusters Score -2181825 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2182242.500000 Penalty: 3235.309570
	Iteration 3Q: 3 clusters Score -2182242 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2182689.250000 Penalty: 3235.309570
	Iteration 4Q: 3 clusters Score -2182689 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2183233.500000 Penalty: 3235.309570
	Iteration 5F: 3 clusters Score -2183234 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2183976.500000 Penalty: 3235.309570
	Iteration 6F: 3 clusters Score -2183976 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2184931.250000 Penalty: 3235.309570
	Iteration 7F: 3 clusters Score -2184931 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2186060.250000 Penalty: 3235.309570
	Iteration 8F: 3 clusters Score -2186060 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2187012.250000 Penalty: 3235.309570
	Iteration 9F: 3 clusters Score -2187012 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2187625.000000 Penalty: 3235.309570
	Iteration 10Q: 3 clusters Score -2187625 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2188013.750000 Penalty: 3235.309570
	Iteration 11Q: 3 clusters Score -2188014 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2188301.250000 Penalty: 3235.309570
	Iteration 12Q: 3 clusters Score -2188301 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2188540.000000 Penalty: 3235.309570
	Iteration 13Q: 3 clusters Score -2188540 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2188740.250000 Penalty: 3235.309570
	Iteration 14Q: 3 clusters Score -2188740 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2188906.750000 Penalty: 3235.309570
	Iteration 15Q: 3 clusters Score -2188907 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2189047.250000 Penalty: 3235.309570
	Iteration 16Q: 3 clusters Score -2189047 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2189139.750000 Penalty: 3235.309570
	Iteration 17Q: 3 clusters Score -2189140 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2189207.000000 Penalty: 3235.309570
	Iteration 18Q: 3 clusters Score -2189207 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2189265.250000 Penalty: 3235.309570
	Iteration 19Q: 3 clusters Score -2189265 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2189311.500000 Penalty: 3235.309570
	Iteration 20F: 3 clusters Score -2189312 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2189339.250000 Penalty: 3235.309570
	Iteration 21Q: 3 clusters Score -2189339 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2189362.250000 Penalty: 3235.309570
	Iteration 22Q: 3 clusters Score -2189362 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2189380.000000 Penalty: 3235.309570
	Iteration 23Q: 3 clusters Score -2189380 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2189395.250000 Penalty: 3235.309570
	Iteration 24Q: 3 clusters Score -2189395 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2189411.750000 Penalty: 3235.309570
	Iteration 25Q: 3 clusters Score -2189412 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2189423.500000 Penalty: 3235.309570
	Iteration 26Q: 3 clusters Score -2189424 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2189436.500000 Penalty: 3235.309570
	Iteration 27Q: 3 clusters Score -2189436 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2189440.000000 Penalty: 3235.309570
	Iteration 28Q: 3 clusters Score -2189440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2189439.750000 Penalty: 3235.309570
	Iteration 29Q: 3 clusters Score -2189440 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2189445.750000 Penalty: 3235.309570
	Iteration 30Q: 3 clusters Score -2189446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -2189449.500000 Penalty: 3235.309570
	Iteration 31Q: 3 clusters Score -2189450 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2189457.250000 Penalty: 3235.309570
	Iteration 32Q: 3 clusters Score -2189457 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2189461.750000 Penalty: 3235.309570
	Iteration 33Q: 3 clusters Score -2189462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2189456.750000 Penalty: 3235.309570
	Iteration 34Q: 3 clusters Score -2189457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2189466.750000 Penalty: 3235.309570
	Iteration 35Q: 3 clusters Score -2189467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2189470.000000 Penalty: 3235.309570
	Iteration 36Q: 3 clusters Score -2189470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2189473.500000 Penalty: 3235.309570
	Iteration 37Q: 3 clusters Score -2189474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2189472.500000 Penalty: 3235.309570
	Iteration 38Q: 3 clusters Score -2189472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2189478.250000 Penalty: 3235.309570
	Iteration 39Q: 3 clusters Score -2189478 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2189485.000000 Penalty: 3235.309570
	Iteration 40F: 3 clusters Score -2189485 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2189489.250000 Penalty: 3235.309570
	Iteration 41Q: 3 clusters Score -2189489 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2189495.250000 Penalty: 3235.309570
	Iteration 42Q: 3 clusters Score -2189495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2189502.000000 Penalty: 3235.309570
	Iteration 43Q: 3 clusters Score -2189502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2189502.000000 Penalty: 3235.309570
	Iteration 44Q: 3 clusters Score -2189502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2189498.500000 Penalty: 3235.309570
	Iteration 45Q: 3 clusters Score -2189498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2189496.000000 Penalty: 3235.309570
	Iteration 46Q: 3 clusters Score -2189496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2189498.500000 Penalty: 3235.309570
	Iteration 47Q: 3 clusters Score -2189498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2189502.250000 Penalty: 3235.309570
	Iteration 48Q: 3 clusters Score -2189502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2189503.750000 Penalty: 3235.309570
	Iteration 49Q: 3 clusters Score -2189504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2189504.000000 Penalty: 3235.309570
	Iteration 50Q: 3 clusters Score -2189504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2189499.750000 Penalty: 3235.309570
	Iteration 51Q: 3 clusters Score -2189500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2189502.750000 Penalty: 3235.309570
	Iteration 52Q: 3 clusters Score -2189503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2189506.000000 Penalty: 3235.309570
	Iteration 53Q: 3 clusters Score -2189506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2189503.750000 Penalty: 3235.309570
	Iteration 54Q: 3 clusters Score -2189504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2189506.750000 Penalty: 3235.309570
	Iteration 55Q: 3 clusters Score -2189507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2189508.000000 Penalty: 3235.309570
	Iteration 56Q: 3 clusters Score -2189508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2189513.500000 Penalty: 3235.309570
	Iteration 57Q: 3 clusters Score -2189514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -2189512.500000 Penalty: 3235.309570
	Iteration 58Q: 3 clusters Score -2189512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2189514.500000 Penalty: 3235.309570
	Iteration 59Q: 3 clusters Score -2189514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2189513.750000 Penalty: 3235.309570
	Iteration 60F: 3 clusters Score -2189514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2189510.750000 Penalty: 3235.309570
	Iteration 61Q: 3 clusters Score -2189511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2189510.750000 Penalty: 3235.309570
	Iteration 62F: 3 clusters Score -2189511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (193742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193742 members 
Entering Unmasked Estep 
Score: -20717992.000000 Penalty: 1978.321045
	Iteration 0F: 2 clusters Score -2.071799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97205 members 
Mstep: Class 2 contains 96537 members 
Entering Unmasked Estep 
Score: -20601606.000000 Penalty: 3956.642090
	Iteration 0F: 3 clusters Score -2.060161e+07 nChanged 93660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108359 members 
Mstep: Class 2 contains 85383 members 
Entering Unmasked Estep 
Score: -20662696.000000 Penalty: 3956.642090
	Iteration 1F: 3 clusters Score -2.06627e+07 nChanged 12242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115359 members 
Mstep: Class 2 contains 78383 members 
Entering Unmasked Estep 
Score: -20670076.000000 Penalty: 3956.642090
	Iteration 2F: 3 clusters Score -2.067008e+07 nChanged 14529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123968 members 
Mstep: Class 2 contains 69774 members 
Entering Unmasked Estep 
Score: -20679910.000000 Penalty: 3956.642090
	Iteration 3F: 3 clusters Score -2.067991e+07 nChanged 15017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133165 members 
Mstep: Class 2 contains 60577 members 
Entering Unmasked Estep 
Score: -20690174.000000 Penalty: 3956.642090
	Iteration 4F: 3 clusters Score -2.069017e+07 nChanged 13364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142015 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -20698656.000000 Penalty: 3956.642090
	Iteration 5F: 3 clusters Score -2.069866e+07 nChanged 10426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149773 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -20704280.000000 Penalty: 3956.642090
	Iteration 6F: 3 clusters Score -2.070428e+07 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156542 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -20707934.000000 Penalty: 3956.642090
	Iteration 7Q: 3 clusters Score -2.070793e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162760 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -20710598.000000 Penalty: 3956.642090
	Iteration 8Q: 3 clusters Score -2.07106e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168507 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -20713130.000000 Penalty: 3956.642090
	Iteration 9Q: 3 clusters Score -2.071313e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173306 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -20715628.000000 Penalty: 3956.642090
	Iteration 10Q: 3 clusters Score -2.071563e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176640 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -20717726.000000 Penalty: 3956.642090
	Iteration 11Q: 3 clusters Score -2.071773e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178521 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -20718864.000000 Penalty: 3956.642090
	Iteration 12Q: 3 clusters Score -2.071886e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179723 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -20719680.000000 Penalty: 3956.642090
	Iteration 13Q: 3 clusters Score -2.071968e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180707 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -20719972.000000 Penalty: 3956.642090
	Iteration 14Q: 3 clusters Score -2.071997e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181529 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -20720150.000000 Penalty: 3956.642090
	Iteration 15Q: 3 clusters Score -2.072015e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182212 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -20720172.000000 Penalty: 3956.642090
	Iteration 16Q: 3 clusters Score -2.072017e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182793 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -20720142.000000 Penalty: 3956.642090
	Iteration 17Q: 3 clusters Score -2.072014e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183243 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -20720138.000000 Penalty: 3956.642090
	Iteration 18Q: 3 clusters Score -2.072014e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183654 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -20720058.000000 Penalty: 3956.642090
	Iteration 19Q: 3 clusters Score -2.072006e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184029 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -20720022.000000 Penalty: 3956.642090
	Iteration 20F: 3 clusters Score -2.072002e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184393 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -20719868.000000 Penalty: 3956.642090
	Iteration 21Q: 3 clusters Score -2.071987e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184711 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -20719778.000000 Penalty: 3956.642090
	Iteration 22Q: 3 clusters Score -2.071978e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184990 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -20719728.000000 Penalty: 3956.642090
	Iteration 23Q: 3 clusters Score -2.071973e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185246 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -20719640.000000 Penalty: 3956.642090
	Iteration 24Q: 3 clusters Score -2.071964e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185444 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -20719610.000000 Penalty: 3956.642090
	Iteration 25Q: 3 clusters Score -2.071961e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185605 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -20719586.000000 Penalty: 3956.642090
	Iteration 26Q: 3 clusters Score -2.071959e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185754 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -20719542.000000 Penalty: 3956.642090
	Iteration 27Q: 3 clusters Score -2.071954e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185882 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -20719538.000000 Penalty: 3956.642090
	Iteration 28Q: 3 clusters Score -2.071954e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185976 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -20719490.000000 Penalty: 3956.642090
	Iteration 29Q: 3 clusters Score -2.071949e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186083 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -20719402.000000 Penalty: 3956.642090
	Iteration 30Q: 3 clusters Score -2.07194e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186186 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -20719414.000000 Penalty: 3956.642090
	Iteration 31Q: 3 clusters Score -2.071941e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186280 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -20719378.000000 Penalty: 3956.642090
	Iteration 32Q: 3 clusters Score -2.071938e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186355 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -20719368.000000 Penalty: 3956.642090
	Iteration 33Q: 3 clusters Score -2.071937e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186437 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -20719338.000000 Penalty: 3956.642090
	Iteration 34Q: 3 clusters Score -2.071934e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186512 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -20719296.000000 Penalty: 3956.642090
	Iteration 35Q: 3 clusters Score -2.07193e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186596 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -20719232.000000 Penalty: 3956.642090
	Iteration 36Q: 3 clusters Score -2.071923e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186665 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -20719208.000000 Penalty: 3956.642090
	Iteration 37Q: 3 clusters Score -2.071921e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186713 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -20719204.000000 Penalty: 3956.642090
	Iteration 38Q: 3 clusters Score -2.07192e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186770 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -20719172.000000 Penalty: 3956.642090
	Iteration 39Q: 3 clusters Score -2.071917e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186832 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -20719168.000000 Penalty: 3956.642090
	Iteration 40F: 3 clusters Score -2.071917e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186890 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -20719152.000000 Penalty: 3956.642090
	Iteration 41Q: 3 clusters Score -2.071915e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186956 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -20719126.000000 Penalty: 3956.642090
	Iteration 42Q: 3 clusters Score -2.071913e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187009 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -20719114.000000 Penalty: 3956.642090
	Iteration 43Q: 3 clusters Score -2.071911e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187049 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -20719098.000000 Penalty: 3956.642090
	Iteration 44Q: 3 clusters Score -2.07191e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187082 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -20719082.000000 Penalty: 3956.642090
	Iteration 45Q: 3 clusters Score -2.071908e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187115 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -20719076.000000 Penalty: 3956.642090
	Iteration 46Q: 3 clusters Score -2.071908e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187147 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -20719048.000000 Penalty: 3956.642090
	Iteration 47Q: 3 clusters Score -2.071905e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187178 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -20719026.000000 Penalty: 3956.642090
	Iteration 48Q: 3 clusters Score -2.071903e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187210 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -20719026.000000 Penalty: 3956.642090
	Iteration 49Q: 3 clusters Score -2.071903e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187241 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -20719016.000000 Penalty: 3956.642090
	Iteration 50Q: 3 clusters Score -2.071902e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187277 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -20719004.000000 Penalty: 3956.642090
	Iteration 51Q: 3 clusters Score -2.0719e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187309 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -20719002.000000 Penalty: 3956.642090
	Iteration 52Q: 3 clusters Score -2.0719e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187339 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -20718970.000000 Penalty: 3956.642090
	Iteration 53Q: 3 clusters Score -2.071897e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187368 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -20718966.000000 Penalty: 3956.642090
	Iteration 54Q: 3 clusters Score -2.071897e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187388 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -20718968.000000 Penalty: 3956.642090
	Iteration 55Q: 3 clusters Score -2.071897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187401 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -20718972.000000 Penalty: 3956.642090
	Iteration 56Q: 3 clusters Score -2.071897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187410 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -20718972.000000 Penalty: 3956.642090
	Iteration 57Q: 3 clusters Score -2.071897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187419 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -20718976.000000 Penalty: 3956.642090
	Iteration 58Q: 3 clusters Score -2.071898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187426 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -20718968.000000 Penalty: 3956.642090
	Iteration 59Q: 3 clusters Score -2.071897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187434 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -20718952.000000 Penalty: 3956.642090
	Iteration 60F: 3 clusters Score -2.071895e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187445 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -20718962.000000 Penalty: 3956.642090
	Iteration 61Q: 3 clusters Score -2.071896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187454 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -20718954.000000 Penalty: 3956.642090
	Iteration 62Q: 3 clusters Score -2.071895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187464 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -20718950.000000 Penalty: 3956.642090
	Iteration 63Q: 3 clusters Score -2.071895e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187475 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -20718952.000000 Penalty: 3956.642090
	Iteration 64Q: 3 clusters Score -2.071895e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187482 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -20718940.000000 Penalty: 3956.642090
	Iteration 65Q: 3 clusters Score -2.071894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187493 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -20718936.000000 Penalty: 3956.642090
	Iteration 66Q: 3 clusters Score -2.071894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187502 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -20718924.000000 Penalty: 3956.642090
	Iteration 67Q: 3 clusters Score -2.071892e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187516 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -20718934.000000 Penalty: 3956.642090
	Iteration 68Q: 3 clusters Score -2.071893e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187531 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -20718938.000000 Penalty: 3956.642090
	Iteration 69Q: 3 clusters Score -2.071894e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187544 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -20718926.000000 Penalty: 3956.642090
	Iteration 70Q: 3 clusters Score -2.071893e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187563 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -20718922.000000 Penalty: 3956.642090
	Iteration 71Q: 3 clusters Score -2.071892e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187589 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -20718906.000000 Penalty: 3956.642090
	Iteration 72Q: 3 clusters Score -2.071891e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187626 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -20718906.000000 Penalty: 3956.642090
	Iteration 73Q: 3 clusters Score -2.071891e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187666 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -20718892.000000 Penalty: 3956.642090
	Iteration 74Q: 3 clusters Score -2.071889e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187699 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -20718864.000000 Penalty: 3956.642090
	Iteration 75Q: 3 clusters Score -2.071886e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187729 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -20718834.000000 Penalty: 3956.642090
	Iteration 76Q: 3 clusters Score -2.071883e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187765 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -20718850.000000 Penalty: 3956.642090
	Iteration 77Q: 3 clusters Score -2.071885e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187795 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -20718842.000000 Penalty: 3956.642090
	Iteration 78Q: 3 clusters Score -2.071884e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187830 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -20718854.000000 Penalty: 3956.642090
	Iteration 79Q: 3 clusters Score -2.071885e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187859 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -20718858.000000 Penalty: 3956.642090
	Iteration 80F: 3 clusters Score -2.071886e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187882 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -20718874.000000 Penalty: 3956.642090
	Iteration 81Q: 3 clusters Score -2.071887e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187910 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -20718868.000000 Penalty: 3956.642090
	Iteration 82Q: 3 clusters Score -2.071887e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187942 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -20718842.000000 Penalty: 3956.642090
	Iteration 83Q: 3 clusters Score -2.071884e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187965 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -20718848.000000 Penalty: 3956.642090
	Iteration 84Q: 3 clusters Score -2.071885e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187989 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -20718840.000000 Penalty: 3956.642090
	Iteration 85Q: 3 clusters Score -2.071884e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188006 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -20718810.000000 Penalty: 3956.642090
	Iteration 86Q: 3 clusters Score -2.071881e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188024 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -20718792.000000 Penalty: 3956.642090
	Iteration 87Q: 3 clusters Score -2.071879e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188045 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -20718782.000000 Penalty: 3956.642090
	Iteration 88Q: 3 clusters Score -2.071878e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188074 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -20718804.000000 Penalty: 3956.642090
	Iteration 89Q: 3 clusters Score -2.07188e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188101 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -20718814.000000 Penalty: 3956.642090
	Iteration 90Q: 3 clusters Score -2.071881e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188122 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -20718806.000000 Penalty: 3956.642090
	Iteration 91Q: 3 clusters Score -2.071881e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188150 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -20718788.000000 Penalty: 3956.642090
	Iteration 92Q: 3 clusters Score -2.071879e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188174 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -20718792.000000 Penalty: 3956.642090
	Iteration 93Q: 3 clusters Score -2.071879e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188191 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -20718798.000000 Penalty: 3956.642090
	Iteration 94Q: 3 clusters Score -2.07188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188206 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -20718786.000000 Penalty: 3956.642090
	Iteration 95Q: 3 clusters Score -2.071879e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188224 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -20718754.000000 Penalty: 3956.642090
	Iteration 96Q: 3 clusters Score -2.071875e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188237 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -20718768.000000 Penalty: 3956.642090
	Iteration 97Q: 3 clusters Score -2.071877e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188248 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -20718778.000000 Penalty: 3956.642090
	Iteration 98Q: 3 clusters Score -2.071878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188256 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -20718772.000000 Penalty: 3956.642090
	Iteration 99Q: 3 clusters Score -2.071877e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188266 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -20718762.000000 Penalty: 3956.642090
	Iteration 100F: 3 clusters Score -2.071876e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188276 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -20718744.000000 Penalty: 3956.642090
	Iteration 101Q: 3 clusters Score -2.071874e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188288 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -20718740.000000 Penalty: 3956.642090
	Iteration 102Q: 3 clusters Score -2.071874e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188303 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -20718736.000000 Penalty: 3956.642090
	Iteration 103Q: 3 clusters Score -2.071874e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188313 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -20718730.000000 Penalty: 3956.642090
	Iteration 104Q: 3 clusters Score -2.071873e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188325 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -20718690.000000 Penalty: 3956.642090
	Iteration 105Q: 3 clusters Score -2.071869e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188330 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -20718686.000000 Penalty: 3956.642090
	Iteration 106Q: 3 clusters Score -2.071869e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188334 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -20718682.000000 Penalty: 3956.642090
	Iteration 107Q: 3 clusters Score -2.071868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188346 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -20718686.000000 Penalty: 3956.642090
	Iteration 108Q: 3 clusters Score -2.071869e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188349 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -20718694.000000 Penalty: 3956.642090
	Iteration 109Q: 3 clusters Score -2.071869e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188361 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -20718678.000000 Penalty: 3956.642090
	Iteration 110Q: 3 clusters Score -2.071868e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188372 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -20718692.000000 Penalty: 3956.642090
	Iteration 111Q: 3 clusters Score -2.071869e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188381 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -20718678.000000 Penalty: 3956.642090
	Iteration 112Q: 3 clusters Score -2.071868e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188395 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -20718678.000000 Penalty: 3956.642090
	Iteration 113Q: 3 clusters Score -2.071868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188406 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -20718658.000000 Penalty: 3956.642090
	Iteration 114Q: 3 clusters Score -2.071866e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188417 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -20718668.000000 Penalty: 3956.642090
	Iteration 115Q: 3 clusters Score -2.071867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188423 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -20718656.000000 Penalty: 3956.642090
	Iteration 116Q: 3 clusters Score -2.071866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188432 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -20718648.000000 Penalty: 3956.642090
	Iteration 117Q: 3 clusters Score -2.071865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188439 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -20718648.000000 Penalty: 3956.642090
	Iteration 118Q: 3 clusters Score -2.071865e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188447 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -20718634.000000 Penalty: 3956.642090
	Iteration 119Q: 3 clusters Score -2.071863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188450 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -20718644.000000 Penalty: 3956.642090
	Iteration 120F: 3 clusters Score -2.071864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188449 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -20718650.000000 Penalty: 3956.642090
	Iteration 121Q: 3 clusters Score -2.071865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188456 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -20718650.000000 Penalty: 3956.642090
	Iteration 122Q: 3 clusters Score -2.071865e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188463 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -20718646.000000 Penalty: 3956.642090
	Iteration 123Q: 3 clusters Score -2.071865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188467 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -20718640.000000 Penalty: 3956.642090
	Iteration 124Q: 3 clusters Score -2.071864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188470 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -20718628.000000 Penalty: 3956.642090
	Iteration 125Q: 3 clusters Score -2.071863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188471 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -20718624.000000 Penalty: 3956.642090
	Iteration 126Q: 3 clusters Score -2.071862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188473 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -20718638.000000 Penalty: 3956.642090
	Iteration 127Q: 3 clusters Score -2.071864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188474 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -20718642.000000 Penalty: 3956.642090
	Iteration 128Q: 3 clusters Score -2.071864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188476 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -20718642.000000 Penalty: 3956.642090
	Iteration 129Q: 3 clusters Score -2.071864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188478 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -20718646.000000 Penalty: 3956.642090
	Iteration 130Q: 3 clusters Score -2.071865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188478 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -20718638.000000 Penalty: 3956.642090
	Iteration 131Q: 3 clusters Score -2.071864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188478 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -20718644.000000 Penalty: 3956.642090
	Iteration 132Q: 3 clusters Score -2.071864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188478 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -20718638.000000 Penalty: 3956.642090
	Iteration 133Q: 3 clusters Score -2.071864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188479 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -20718634.000000 Penalty: 3956.642090
	Iteration 134Q: 3 clusters Score -2.071863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188479 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -20718634.000000 Penalty: 3956.642090
	Iteration 135F: 3 clusters Score -2.071863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 21885 members 
Mstep: Class 3 contains 4510 members 
Mstep: Class 4 contains 23275 members 
Mstep: Class 5 contains 19526 members 
Mstep: Class 6 contains 18613 members 
Mstep: Class 7 contains 121087 members 
Mstep: Class 8 contains 26339 members 
Mstep: Class 9 contains 21053 members 
Mstep: Class 10 contains 188479 members 
Mstep: Class 11 contains 4502 members 
Mstep: Class 12 contains 58360 members 
Mstep: Class 13 contains 5751 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 4036 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 13307 members 
Mstep: Class 18 contains 19940 members 
Mstep: Class 19 contains 28620 members 
Mstep: Class 20 contains 41698 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 5897 members 
Mstep: Class 23 contains 5263 members 
Entering Unmasked Estep 
Score: -65893768.000000 Penalty: 49975.437500
Splitting cluster 10 changes total score from -65878724.000000 to -65893768.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (4502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Entering Unmasked Estep 
Score: -393944.312500 Penalty: 1366.994995
	Iteration 0F: 2 clusters Score -393944.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -390739.281250 Penalty: 2733.989990
	Iteration 0F: 3 clusters Score -390739.3 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -394277.406250 Penalty: 2733.989990
	Iteration 1F: 3 clusters Score -394277.4 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -395870.406250 Penalty: 2733.989990
	Iteration 2F: 3 clusters Score -395870.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -396841.406250 Penalty: 2733.989990
	Iteration 3F: 3 clusters Score -396841.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -397393.468750 Penalty: 2733.989990
	Iteration 4F: 3 clusters Score -397393.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -397842.593750 Penalty: 2733.989990
	Iteration 5Q: 3 clusters Score -397842.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -398104.156250 Penalty: 2733.989990
	Iteration 6Q: 3 clusters Score -398104.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -398251.250000 Penalty: 2733.989990
	Iteration 7Q: 3 clusters Score -398251.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -398316.750000 Penalty: 2733.989990
	Iteration 8Q: 3 clusters Score -398316.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -398342.062500 Penalty: 2733.989990
	Iteration 9Q: 3 clusters Score -398342.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -398346.500000 Penalty: 2733.989990
	Iteration 10Q: 3 clusters Score -398346.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -398357.875000 Penalty: 2733.989990
	Iteration 11Q: 3 clusters Score -398357.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -398358.937500 Penalty: 2733.989990
	Iteration 12Q: 3 clusters Score -398358.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -398358.937500 Penalty: 2733.989990
	Iteration 13F: 3 clusters Score -398358.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 21885 members 
Mstep: Class 3 contains 4510 members 
Mstep: Class 4 contains 23275 members 
Mstep: Class 5 contains 19526 members 
Mstep: Class 6 contains 18613 members 
Mstep: Class 7 contains 121087 members 
Mstep: Class 8 contains 26339 members 
Mstep: Class 9 contains 21053 members 
Mstep: Class 10 contains 188479 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 58360 members 
Mstep: Class 13 contains 5751 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 4036 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 13307 members 
Mstep: Class 18 contains 19940 members 
Mstep: Class 19 contains 28620 members 
Mstep: Class 20 contains 41698 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 5897 members 
Mstep: Class 23 contains 5263 members 
Mstep: Class 24 contains 4234 members 
Entering Unmasked Estep 
Score: -65897364.000000 Penalty: 52148.281250
Splitting cluster 11 changes total score from -65878724.000000 to -65897364.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (58360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58360 members 
Entering Unmasked Estep 
Score: -6117402.000000 Penalty: 1783.337769
	Iteration 0F: 2 clusters Score -6117402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -6078370.500000 Penalty: 3566.675537
	Iteration 0F: 3 clusters Score -6078370 nChanged 27505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -6095648.000000 Penalty: 3566.675537
	Iteration 1F: 3 clusters Score -6095648 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -6098643.500000 Penalty: 3566.675537
	Iteration 2F: 3 clusters Score -6098644 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -6102618.500000 Penalty: 3566.675537
	Iteration 3F: 3 clusters Score -6102618 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -6106878.000000 Penalty: 3566.675537
	Iteration 4F: 3 clusters Score -6106878 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -6110920.500000 Penalty: 3566.675537
	Iteration 5F: 3 clusters Score -6110920 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -6114205.500000 Penalty: 3566.675537
	Iteration 6F: 3 clusters Score -6114206 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -6116713.500000 Penalty: 3566.675537
	Iteration 7Q: 3 clusters Score -6116714 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -6118406.000000 Penalty: 3566.675537
	Iteration 8Q: 3 clusters Score -6118406 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -6119257.000000 Penalty: 3566.675537
	Iteration 9Q: 3 clusters Score -6119257 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 48121 members 
Entering Unmasked Estep 
Score: -6119605.500000 Penalty: 3566.675537
	Iteration 10Q: 3 clusters Score -6119606 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -6119802.000000 Penalty: 3566.675537
	Iteration 11Q: 3 clusters Score -6119802 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -6119936.000000 Penalty: 3566.675537
	Iteration 12Q: 3 clusters Score -6119936 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -6120019.000000 Penalty: 3566.675537
	Iteration 13Q: 3 clusters Score -6120019 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -6120050.500000 Penalty: 3566.675537
	Iteration 14Q: 3 clusters Score -6120050 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -6120089.000000 Penalty: 3566.675537
	Iteration 15Q: 3 clusters Score -6120089 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 50026 members 
Entering Unmasked Estep 
Score: -6120164.000000 Penalty: 3566.675537
	Iteration 16Q: 3 clusters Score -6120164 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -6120187.000000 Penalty: 3566.675537
	Iteration 17Q: 3 clusters Score -6120187 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 50462 members 
Entering Unmasked Estep 
Score: -6120218.000000 Penalty: 3566.675537
	Iteration 18Q: 3 clusters Score -6120218 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -6120295.500000 Penalty: 3566.675537
	Iteration 19Q: 3 clusters Score -6120296 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 50971 members 
Entering Unmasked Estep 
Score: -6120334.500000 Penalty: 3566.675537
	Iteration 20F: 3 clusters Score -6120334 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -6120420.000000 Penalty: 3566.675537
	Iteration 21Q: 3 clusters Score -6120420 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -6120482.500000 Penalty: 3566.675537
	Iteration 22Q: 3 clusters Score -6120482 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 51801 members 
Entering Unmasked Estep 
Score: -6120562.000000 Penalty: 3566.675537
	Iteration 23Q: 3 clusters Score -6120562 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
Score: -6120694.500000 Penalty: 3566.675537
	Iteration 24Q: 3 clusters Score -6120694 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 52384 members 
Entering Unmasked Estep 
Score: -6120801.000000 Penalty: 3566.675537
	Iteration 25Q: 3 clusters Score -6120801 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -6120900.500000 Penalty: 3566.675537
	Iteration 26Q: 3 clusters Score -6120900 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -6120968.000000 Penalty: 3566.675537
	Iteration 27Q: 3 clusters Score -6120968 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -6121027.500000 Penalty: 3566.675537
	Iteration 28Q: 3 clusters Score -6121028 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 53321 members 
Entering Unmasked Estep 
Score: -6121080.500000 Penalty: 3566.675537
	Iteration 29Q: 3 clusters Score -6121080 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 53503 members 
Entering Unmasked Estep 
Score: -6121147.500000 Penalty: 3566.675537
	Iteration 30Q: 3 clusters Score -6121148 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -6121186.500000 Penalty: 3566.675537
	Iteration 31Q: 3 clusters Score -6121186 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 53781 members 
Entering Unmasked Estep 
Score: -6121237.000000 Penalty: 3566.675537
	Iteration 32Q: 3 clusters Score -6121237 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 53901 members 
Entering Unmasked Estep 
Score: -6121309.500000 Penalty: 3566.675537
	Iteration 33Q: 3 clusters Score -6121310 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -6121304.500000 Penalty: 3566.675537
	Iteration 34Q: 3 clusters Score -6121304 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
Score: -6121320.000000 Penalty: 3566.675537
	Iteration 35Q: 3 clusters Score -6121320 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -6121331.500000 Penalty: 3566.675537
	Iteration 36Q: 3 clusters Score -6121332 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -6121340.000000 Penalty: 3566.675537
	Iteration 37Q: 3 clusters Score -6121340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 54223 members 
Entering Unmasked Estep 
Score: -6121351.500000 Penalty: 3566.675537
	Iteration 38Q: 3 clusters Score -6121352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -6121348.500000 Penalty: 3566.675537
	Iteration 39Q: 3 clusters Score -6121348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -6121334.500000 Penalty: 3566.675537
	Iteration 40F: 3 clusters Score -6121334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 54277 members 
Entering Unmasked Estep 
Score: -6121336.500000 Penalty: 3566.675537
	Iteration 41Q: 3 clusters Score -6121336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 54281 members 
Entering Unmasked Estep 
Score: -6121337.000000 Penalty: 3566.675537
	Iteration 42Q: 3 clusters Score -6121337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
Score: -6121348.000000 Penalty: 3566.675537
	Iteration 43Q: 3 clusters Score -6121348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 54290 members 
Entering Unmasked Estep 
Score: -6121345.000000 Penalty: 3566.675537
	Iteration 44Q: 3 clusters Score -6121345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 54294 members 
Entering Unmasked Estep 
Score: -6121341.000000 Penalty: 3566.675537
	Iteration 45Q: 3 clusters Score -6121341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 54294 members 
Entering Unmasked Estep 
Score: -6121341.000000 Penalty: 3566.675537
	Iteration 46F: 3 clusters Score -6121341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 21885 members 
Mstep: Class 3 contains 4510 members 
Mstep: Class 4 contains 23275 members 
Mstep: Class 5 contains 19526 members 
Mstep: Class 6 contains 18613 members 
Mstep: Class 7 contains 121087 members 
Mstep: Class 8 contains 26339 members 
Mstep: Class 9 contains 21053 members 
Mstep: Class 10 contains 188479 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 4066 members 
Mstep: Class 13 contains 5751 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 4036 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 13307 members 
Mstep: Class 18 contains 19940 members 
Mstep: Class 19 contains 28620 members 
Mstep: Class 20 contains 41698 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 5897 members 
Mstep: Class 23 contains 5263 members 
Mstep: Class 24 contains 4234 members 
Mstep: Class 25 contains 54294 members 
Entering Unmasked Estep 
Score: -65900984.000000 Penalty: 54321.125000
Splitting cluster 12 changes total score from -65878724.000000 to -65900984.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (5751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Entering Unmasked Estep 
Score: -572556.625000 Penalty: 1406.783569
	Iteration 0F: 2 clusters Score -572556.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -568102.812500 Penalty: 2813.567139
	Iteration 0F: 3 clusters Score -568102.8 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -569465.250000 Penalty: 2813.567139
	Iteration 1F: 3 clusters Score -569465.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -569774.562500 Penalty: 2813.567139
	Iteration 2F: 3 clusters Score -569774.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -570051.187500 Penalty: 2813.567139
	Iteration 3F: 3 clusters Score -570051.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -570326.125000 Penalty: 2813.567139
	Iteration 4F: 3 clusters Score -570326.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -570583.437500 Penalty: 2813.567139
	Iteration 5F: 3 clusters Score -570583.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -570820.562500 Penalty: 2813.567139
	Iteration 6F: 3 clusters Score -570820.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -571033.375000 Penalty: 2813.567139
	Iteration 7Q: 3 clusters Score -571033.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -571222.687500 Penalty: 2813.567139
	Iteration 8Q: 3 clusters Score -571222.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -571446.937500 Penalty: 2813.567139
	Iteration 9Q: 3 clusters Score -571446.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -571767.562500 Penalty: 2813.567139
	Iteration 10Q: 3 clusters Score -571767.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -572058.812500 Penalty: 2813.567139
	Iteration 11Q: 3 clusters Score -572058.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -572262.500000 Penalty: 2813.567139
	Iteration 12Q: 3 clusters Score -572262.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -572386.000000 Penalty: 2813.567139
	Iteration 13Q: 3 clusters Score -572386 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -572436.875000 Penalty: 2813.567139
	Iteration 14Q: 3 clusters Score -572436.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -572470.812500 Penalty: 2813.567139
	Iteration 15Q: 3 clusters Score -572470.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -572502.062500 Penalty: 2813.567139
	Iteration 16Q: 3 clusters Score -572502.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -572517.062500 Penalty: 2813.567139
	Iteration 17Q: 3 clusters Score -572517.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -572526.500000 Penalty: 2813.567139
	Iteration 18Q: 3 clusters Score -572526.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -572528.750000 Penalty: 2813.567139
	Iteration 19Q: 3 clusters Score -572528.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -572531.000000 Penalty: 2813.567139
	Iteration 20F: 3 clusters Score -572531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -572531.500000 Penalty: 2813.567139
	Iteration 21Q: 3 clusters Score -572531.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -572533.562500 Penalty: 2813.567139
	Iteration 22Q: 3 clusters Score -572533.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -572534.750000 Penalty: 2813.567139
	Iteration 23Q: 3 clusters Score -572534.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -572536.000000 Penalty: 2813.567139
	Iteration 24Q: 3 clusters Score -572536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -572536.937500 Penalty: 2813.567139
	Iteration 25Q: 3 clusters Score -572536.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -572536.562500 Penalty: 2813.567139
	Iteration 26Q: 3 clusters Score -572536.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -572537.062500 Penalty: 2813.567139
	Iteration 27Q: 3 clusters Score -572537.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -572538.062500 Penalty: 2813.567139
	Iteration 28Q: 3 clusters Score -572538.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -572538.750000 Penalty: 2813.567139
	Iteration 29Q: 3 clusters Score -572538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -572539.625000 Penalty: 2813.567139
	Iteration 30Q: 3 clusters Score -572539.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -572539.375000 Penalty: 2813.567139
	Iteration 31Q: 3 clusters Score -572539.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -572539.375000 Penalty: 2813.567139
	Iteration 32F: 3 clusters Score -572539.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Entering Unmasked Estep 
Score: -228504.703125 Penalty: 1252.397705
	Iteration 0F: 2 clusters Score -228504.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -226298.593750 Penalty: 2504.795410
	Iteration 0F: 3 clusters Score -226298.6 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -226752.453125 Penalty: 2504.795410
	Iteration 1F: 3 clusters Score -226752.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -226869.718750 Penalty: 2504.795410
	Iteration 2F: 3 clusters Score -226869.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -226945.687500 Penalty: 2504.795410
	Iteration 3Q: 3 clusters Score -226945.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -226996.578125 Penalty: 2504.795410
	Iteration 4Q: 3 clusters Score -226996.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -227028.500000 Penalty: 2504.795410
	Iteration 5Q: 3 clusters Score -227028.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -227054.296875 Penalty: 2504.795410
	Iteration 6Q: 3 clusters Score -227054.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -227071.218750 Penalty: 2504.795410
	Iteration 7Q: 3 clusters Score -227071.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -227088.968750 Penalty: 2504.795410
	Iteration 8Q: 3 clusters Score -227089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -227098.578125 Penalty: 2504.795410
	Iteration 9Q: 3 clusters Score -227098.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -227104.843750 Penalty: 2504.795410
	Iteration 10Q: 3 clusters Score -227104.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -227109.500000 Penalty: 2504.795410
	Iteration 11Q: 3 clusters Score -227109.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -227111.359375 Penalty: 2504.795410
	Iteration 12Q: 3 clusters Score -227111.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -227113.468750 Penalty: 2504.795410
	Iteration 13Q: 3 clusters Score -227113.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -227117.109375 Penalty: 2504.795410
	Iteration 14Q: 3 clusters Score -227117.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -227119.453125 Penalty: 2504.795410
	Iteration 15Q: 3 clusters Score -227119.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -227122.218750 Penalty: 2504.795410
	Iteration 16Q: 3 clusters Score -227122.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -227125.109375 Penalty: 2504.795410
	Iteration 17Q: 3 clusters Score -227125.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -227127.484375 Penalty: 2504.795410
	Iteration 18Q: 3 clusters Score -227127.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -227130.750000 Penalty: 2504.795410
	Iteration 19Q: 3 clusters Score -227130.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -227134.281250 Penalty: 2504.795410
	Iteration 20F: 3 clusters Score -227134.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -227135.718750 Penalty: 2504.795410
	Iteration 21Q: 3 clusters Score -227135.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -227136.921875 Penalty: 2504.795410
	Iteration 22Q: 3 clusters Score -227136.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -227137.390625 Penalty: 2504.795410
	Iteration 23Q: 3 clusters Score -227137.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -227138.875000 Penalty: 2504.795410
	Iteration 24Q: 3 clusters Score -227138.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -227139.515625 Penalty: 2504.795410
	Iteration 25Q: 3 clusters Score -227139.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -227139.515625 Penalty: 2504.795410
	Iteration 26F: 3 clusters Score -227139.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Entering Unmasked Estep 
Score: -1349742.750000 Penalty: 1543.107300
	Iteration 0F: 2 clusters Score -1349743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1340476.500000 Penalty: 3086.214600
	Iteration 0F: 3 clusters Score -1340476 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1344617.125000 Penalty: 3086.214600
	Iteration 1F: 3 clusters Score -1344617 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1346535.500000 Penalty: 3086.214600
	Iteration 2F: 3 clusters Score -1346536 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1348430.375000 Penalty: 3086.214600
	Iteration 3F: 3 clusters Score -1348430 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1349909.750000 Penalty: 3086.214600
	Iteration 4F: 3 clusters Score -1349910 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1351310.500000 Penalty: 3086.214600
	Iteration 5F: 3 clusters Score -1351310 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1352520.500000 Penalty: 3086.214600
	Iteration 6F: 3 clusters Score -1352520 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1353524.625000 Penalty: 3086.214600
	Iteration 7F: 3 clusters Score -1353525 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1354362.375000 Penalty: 3086.214600
	Iteration 8Q: 3 clusters Score -1354362 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1354607.250000 Penalty: 3086.214600
	Iteration 9Q: 3 clusters Score -1354607 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1354661.875000 Penalty: 3086.214600
	Iteration 10Q: 3 clusters Score -1354662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1354681.625000 Penalty: 3086.214600
	Iteration 11Q: 3 clusters Score -1354682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1354691.500000 Penalty: 3086.214600
	Iteration 12Q: 3 clusters Score -1354692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1354689.875000 Penalty: 3086.214600
	Iteration 13Q: 3 clusters Score -1354690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1354695.500000 Penalty: 3086.214600
	Iteration 14Q: 3 clusters Score -1354696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1354696.500000 Penalty: 3086.214600
	Iteration 15Q: 3 clusters Score -1354696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1354696.500000 Penalty: 3086.214600
	Iteration 16F: 3 clusters Score -1354696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 21885 members 
Mstep: Class 3 contains 4510 members 
Mstep: Class 4 contains 23275 members 
Mstep: Class 5 contains 19526 members 
Mstep: Class 6 contains 18613 members 
Mstep: Class 7 contains 121087 members 
Mstep: Class 8 contains 26339 members 
Mstep: Class 9 contains 21053 members 
Mstep: Class 10 contains 188479 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 4066 members 
Mstep: Class 13 contains 5751 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 4036 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 19940 members 
Mstep: Class 19 contains 28620 members 
Mstep: Class 20 contains 41698 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 5897 members 
Mstep: Class 23 contains 5263 members 
Mstep: Class 24 contains 4234 members 
Mstep: Class 25 contains 54294 members 
Mstep: Class 26 contains 11387 members 
Entering Unmasked Estep 
Score: -65905252.000000 Penalty: 56493.972656
Splitting cluster 17 changes total score from -65878724.000000 to -65905252.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (19940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Entering Unmasked Estep 
Score: -2050434.000000 Penalty: 1608.828491
	Iteration 0F: 2 clusters Score -2050434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2036678.125000 Penalty: 3217.656982
	Iteration 0F: 3 clusters Score -2036678 nChanged 9122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2042023.375000 Penalty: 3217.656982
	Iteration 1F: 3 clusters Score -2042023 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2042949.250000 Penalty: 3217.656982
	Iteration 2F: 3 clusters Score -2042949 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2044119.375000 Penalty: 3217.656982
	Iteration 3F: 3 clusters Score -2044119 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2045395.250000 Penalty: 3217.656982
	Iteration 4F: 3 clusters Score -2045395 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2046571.125000 Penalty: 3217.656982
	Iteration 5F: 3 clusters Score -2046571 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2047465.375000 Penalty: 3217.656982
	Iteration 6F: 3 clusters Score -2047465 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2048043.250000 Penalty: 3217.656982
	Iteration 7F: 3 clusters Score -2048043 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2048440.375000 Penalty: 3217.656982
	Iteration 8Q: 3 clusters Score -2048440 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2048704.125000 Penalty: 3217.656982
	Iteration 9Q: 3 clusters Score -2048704 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2048907.125000 Penalty: 3217.656982
	Iteration 10Q: 3 clusters Score -2048907 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2049119.125000 Penalty: 3217.656982
	Iteration 11Q: 3 clusters Score -2049119 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2049358.375000 Penalty: 3217.656982
	Iteration 12Q: 3 clusters Score -2049358 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -2049576.875000 Penalty: 3217.656982
	Iteration 13Q: 3 clusters Score -2049577 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2049775.000000 Penalty: 3217.656982
	Iteration 14Q: 3 clusters Score -2049775 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2049948.125000 Penalty: 3217.656982
	Iteration 15Q: 3 clusters Score -2049948 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2050070.875000 Penalty: 3217.656982
	Iteration 16Q: 3 clusters Score -2050071 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2050154.625000 Penalty: 3217.656982
	Iteration 17Q: 3 clusters Score -2050155 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2050239.750000 Penalty: 3217.656982
	Iteration 18Q: 3 clusters Score -2050240 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2050293.375000 Penalty: 3217.656982
	Iteration 19Q: 3 clusters Score -2050293 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2050334.125000 Penalty: 3217.656982
	Iteration 20F: 3 clusters Score -2050334 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2050378.250000 Penalty: 3217.656982
	Iteration 21Q: 3 clusters Score -2050378 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2050413.250000 Penalty: 3217.656982
	Iteration 22Q: 3 clusters Score -2050413 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2050446.625000 Penalty: 3217.656982
	Iteration 23Q: 3 clusters Score -2050447 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2050461.375000 Penalty: 3217.656982
	Iteration 24Q: 3 clusters Score -2050461 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2050478.125000 Penalty: 3217.656982
	Iteration 25Q: 3 clusters Score -2050478 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2050497.500000 Penalty: 3217.656982
	Iteration 26Q: 3 clusters Score -2050498 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2050506.125000 Penalty: 3217.656982
	Iteration 27Q: 3 clusters Score -2050506 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2050516.375000 Penalty: 3217.656982
	Iteration 28Q: 3 clusters Score -2050516 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2050533.875000 Penalty: 3217.656982
	Iteration 29Q: 3 clusters Score -2050534 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2050539.125000 Penalty: 3217.656982
	Iteration 30Q: 3 clusters Score -2050539 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2050543.250000 Penalty: 3217.656982
	Iteration 31Q: 3 clusters Score -2050543 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2050547.875000 Penalty: 3217.656982
	Iteration 32Q: 3 clusters Score -2050548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2050557.750000 Penalty: 3217.656982
	Iteration 33Q: 3 clusters Score -2050558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2050562.000000 Penalty: 3217.656982
	Iteration 34Q: 3 clusters Score -2050562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2050568.625000 Penalty: 3217.656982
	Iteration 35Q: 3 clusters Score -2050569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2050570.250000 Penalty: 3217.656982
	Iteration 36Q: 3 clusters Score -2050570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2050566.500000 Penalty: 3217.656982
	Iteration 37Q: 3 clusters Score -2050566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2050580.625000 Penalty: 3217.656982
	Iteration 38Q: 3 clusters Score -2050581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -2050581.875000 Penalty: 3217.656982
	Iteration 39Q: 3 clusters Score -2050582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2050582.750000 Penalty: 3217.656982
	Iteration 40F: 3 clusters Score -2050583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2050588.750000 Penalty: 3217.656982
	Iteration 41Q: 3 clusters Score -2050589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -2050586.500000 Penalty: 3217.656982
	Iteration 42Q: 3 clusters Score -2050586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2050587.500000 Penalty: 3217.656982
	Iteration 43Q: 3 clusters Score -2050588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2050588.875000 Penalty: 3217.656982
	Iteration 44Q: 3 clusters Score -2050589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2050593.250000 Penalty: 3217.656982
	Iteration 45Q: 3 clusters Score -2050593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -2050591.000000 Penalty: 3217.656982
	Iteration 46Q: 3 clusters Score -2050591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2050592.375000 Penalty: 3217.656982
	Iteration 47Q: 3 clusters Score -2050592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2050592.875000 Penalty: 3217.656982
	Iteration 48Q: 3 clusters Score -2050593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2050590.000000 Penalty: 3217.656982
	Iteration 49Q: 3 clusters Score -2050590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2050594.875000 Penalty: 3217.656982
	Iteration 50Q: 3 clusters Score -2050595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -2050598.125000 Penalty: 3217.656982
	Iteration 51Q: 3 clusters Score -2050598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2050594.750000 Penalty: 3217.656982
	Iteration 52Q: 3 clusters Score -2050595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2050599.875000 Penalty: 3217.656982
	Iteration 53Q: 3 clusters Score -2050600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2050595.875000 Penalty: 3217.656982
	Iteration 54Q: 3 clusters Score -2050596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2050599.750000 Penalty: 3217.656982
	Iteration 55Q: 3 clusters Score -2050600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2050596.500000 Penalty: 3217.656982
	Iteration 56Q: 3 clusters Score -2050596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2050598.250000 Penalty: 3217.656982
	Iteration 57Q: 3 clusters Score -2050598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2050603.625000 Penalty: 3217.656982
	Iteration 58Q: 3 clusters Score -2050604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2050601.500000 Penalty: 3217.656982
	Iteration 59Q: 3 clusters Score -2050602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2050598.875000 Penalty: 3217.656982
	Iteration 60F: 3 clusters Score -2050599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2050601.750000 Penalty: 3217.656982
	Iteration 61Q: 3 clusters Score -2050602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2050606.875000 Penalty: 3217.656982
	Iteration 62Q: 3 clusters Score -2050607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2050603.250000 Penalty: 3217.656982
	Iteration 63Q: 3 clusters Score -2050603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2050603.750000 Penalty: 3217.656982
	Iteration 64Q: 3 clusters Score -2050604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2050603.750000 Penalty: 3217.656982
	Iteration 65F: 3 clusters Score -2050604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 21885 members 
Mstep: Class 3 contains 4510 members 
Mstep: Class 4 contains 23275 members 
Mstep: Class 5 contains 19526 members 
Mstep: Class 6 contains 18613 members 
Mstep: Class 7 contains 121087 members 
Mstep: Class 8 contains 26339 members 
Mstep: Class 9 contains 21053 members 
Mstep: Class 10 contains 188479 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 4066 members 
Mstep: Class 13 contains 5751 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 4036 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 16151 members 
Mstep: Class 19 contains 28620 members 
Mstep: Class 20 contains 41698 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 5897 members 
Mstep: Class 23 contains 5263 members 
Mstep: Class 24 contains 4234 members 
Mstep: Class 25 contains 54294 members 
Mstep: Class 26 contains 11387 members 
Mstep: Class 27 contains 3789 members 
Entering Unmasked Estep 
Score: -65904788.000000 Penalty: 58666.816406
Splitting cluster 18 changes total score from -65878724.000000 to -65904788.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (28620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Entering Unmasked Estep 
Score: -2986345.250000 Penalty: 1667.552368
	Iteration 0F: 2 clusters Score -2986345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2967158.750000 Penalty: 3335.104736
	Iteration 0F: 3 clusters Score -2967159 nChanged 13138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2974761.500000 Penalty: 3335.104736
	Iteration 1F: 3 clusters Score -2974762 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2975515.250000 Penalty: 3335.104736
	Iteration 2F: 3 clusters Score -2975515 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2976445.250000 Penalty: 3335.104736
	Iteration 3F: 3 clusters Score -2976445 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2977663.750000 Penalty: 3335.104736
	Iteration 4F: 3 clusters Score -2977664 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -2978933.250000 Penalty: 3335.104736
	Iteration 5F: 3 clusters Score -2978933 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2979974.000000 Penalty: 3335.104736
	Iteration 6F: 3 clusters Score -2979974 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2980805.750000 Penalty: 3335.104736
	Iteration 7F: 3 clusters Score -2980806 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2981422.250000 Penalty: 3335.104736
	Iteration 8Q: 3 clusters Score -2981422 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2981854.500000 Penalty: 3335.104736
	Iteration 9Q: 3 clusters Score -2981854 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2982227.750000 Penalty: 3335.104736
	Iteration 10Q: 3 clusters Score -2982228 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2982593.250000 Penalty: 3335.104736
	Iteration 11Q: 3 clusters Score -2982593 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2982977.000000 Penalty: 3335.104736
	Iteration 12Q: 3 clusters Score -2982977 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2983344.250000 Penalty: 3335.104736
	Iteration 13Q: 3 clusters Score -2983344 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2983687.250000 Penalty: 3335.104736
	Iteration 14Q: 3 clusters Score -2983687 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2983972.750000 Penalty: 3335.104736
	Iteration 15Q: 3 clusters Score -2983973 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2984225.500000 Penalty: 3335.104736
	Iteration 16Q: 3 clusters Score -2984226 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2984510.250000 Penalty: 3335.104736
	Iteration 17Q: 3 clusters Score -2984510 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2984762.000000 Penalty: 3335.104736
	Iteration 18Q: 3 clusters Score -2984762 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2984973.250000 Penalty: 3335.104736
	Iteration 19Q: 3 clusters Score -2984973 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2985144.750000 Penalty: 3335.104736
	Iteration 20F: 3 clusters Score -2985145 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2985308.500000 Penalty: 3335.104736
	Iteration 21Q: 3 clusters Score -2985308 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2985403.000000 Penalty: 3335.104736
	Iteration 22Q: 3 clusters Score -2985403 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2985488.750000 Penalty: 3335.104736
	Iteration 23Q: 3 clusters Score -2985489 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2985541.250000 Penalty: 3335.104736
	Iteration 24Q: 3 clusters Score -2985541 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2985558.500000 Penalty: 3335.104736
	Iteration 25Q: 3 clusters Score -2985558 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2985574.500000 Penalty: 3335.104736
	Iteration 26Q: 3 clusters Score -2985574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2985588.750000 Penalty: 3335.104736
	Iteration 27Q: 3 clusters Score -2985589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2985594.250000 Penalty: 3335.104736
	Iteration 28Q: 3 clusters Score -2985594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2985596.000000 Penalty: 3335.104736
	Iteration 29Q: 3 clusters Score -2985596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2985593.000000 Penalty: 3335.104736
	Iteration 30Q: 3 clusters Score -2985593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2985594.250000 Penalty: 3335.104736
	Iteration 31Q: 3 clusters Score -2985594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2985597.000000 Penalty: 3335.104736
	Iteration 32Q: 3 clusters Score -2985597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2985597.000000 Penalty: 3335.104736
	Iteration 33Q: 3 clusters Score -2985597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2985597.750000 Penalty: 3335.104736
	Iteration 34Q: 3 clusters Score -2985598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2985599.500000 Penalty: 3335.104736
	Iteration 35Q: 3 clusters Score -2985600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2985597.000000 Penalty: 3335.104736
	Iteration 36Q: 3 clusters Score -2985597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2985599.500000 Penalty: 3335.104736
	Iteration 37Q: 3 clusters Score -2985600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2985602.000000 Penalty: 3335.104736
	Iteration 38Q: 3 clusters Score -2985602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2985602.000000 Penalty: 3335.104736
	Iteration 39F: 3 clusters Score -2985602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Entering Unmasked Estep 
Score: -4352871.500000 Penalty: 1728.708862
	Iteration 0F: 2 clusters Score -4352872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -4324786.500000 Penalty: 3457.417725
	Iteration 0F: 3 clusters Score -4324786 nChanged 19570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -4336037.500000 Penalty: 3457.417725
	Iteration 1F: 3 clusters Score -4336038 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -4336545.000000 Penalty: 3457.417725
	Iteration 2Q: 3 clusters Score -4336545 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -4337149.500000 Penalty: 3457.417725
	Iteration 3Q: 3 clusters Score -4337150 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -4337925.500000 Penalty: 3457.417725
	Iteration 4Q: 3 clusters Score -4337926 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -4339051.000000 Penalty: 3457.417725
	Iteration 5F: 3 clusters Score -4339051 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -4340852.500000 Penalty: 3457.417725
	Iteration 6F: 3 clusters Score -4340852 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -4343518.000000 Penalty: 3457.417725
	Iteration 7F: 3 clusters Score -4343518 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -4346540.500000 Penalty: 3457.417725
	Iteration 8F: 3 clusters Score -4346540 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -4349007.000000 Penalty: 3457.417725
	Iteration 9F: 3 clusters Score -4349007 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -4350340.500000 Penalty: 3457.417725
	Iteration 10Q: 3 clusters Score -4350340 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -4350891.500000 Penalty: 3457.417725
	Iteration 11Q: 3 clusters Score -4350892 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -4351150.000000 Penalty: 3457.417725
	Iteration 12Q: 3 clusters Score -4351150 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -4351310.500000 Penalty: 3457.417725
	Iteration 13Q: 3 clusters Score -4351310 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -4351417.000000 Penalty: 3457.417725
	Iteration 14Q: 3 clusters Score -4351417 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -4351471.500000 Penalty: 3457.417725
	Iteration 15Q: 3 clusters Score -4351472 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -4351519.500000 Penalty: 3457.417725
	Iteration 16Q: 3 clusters Score -4351520 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -4351552.500000 Penalty: 3457.417725
	Iteration 17Q: 3 clusters Score -4351552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -4351582.000000 Penalty: 3457.417725
	Iteration 18Q: 3 clusters Score -4351582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -4351600.500000 Penalty: 3457.417725
	Iteration 19Q: 3 clusters Score -4351600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -4351617.500000 Penalty: 3457.417725
	Iteration 20F: 3 clusters Score -4351618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -4351632.500000 Penalty: 3457.417725
	Iteration 21Q: 3 clusters Score -4351632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -4351648.000000 Penalty: 3457.417725
	Iteration 22Q: 3 clusters Score -4351648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -4351655.000000 Penalty: 3457.417725
	Iteration 23Q: 3 clusters Score -4351655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -4351662.500000 Penalty: 3457.417725
	Iteration 24Q: 3 clusters Score -4351662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -4351673.000000 Penalty: 3457.417725
	Iteration 25Q: 3 clusters Score -4351673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -4351680.000000 Penalty: 3457.417725
	Iteration 26Q: 3 clusters Score -4351680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -4351685.000000 Penalty: 3457.417725
	Iteration 27Q: 3 clusters Score -4351685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -4351690.500000 Penalty: 3457.417725
	Iteration 28Q: 3 clusters Score -4351690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -4351691.000000 Penalty: 3457.417725
	Iteration 29Q: 3 clusters Score -4351691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -4351695.500000 Penalty: 3457.417725
	Iteration 30Q: 3 clusters Score -4351696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -4351712.500000 Penalty: 3457.417725
	Iteration 31Q: 3 clusters Score -4351712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -4351723.000000 Penalty: 3457.417725
	Iteration 32Q: 3 clusters Score -4351723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -4351728.500000 Penalty: 3457.417725
	Iteration 33Q: 3 clusters Score -4351728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -4351735.000000 Penalty: 3457.417725
	Iteration 34Q: 3 clusters Score -4351735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -4351736.000000 Penalty: 3457.417725
	Iteration 35Q: 3 clusters Score -4351736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -4351748.000000 Penalty: 3457.417725
	Iteration 36Q: 3 clusters Score -4351748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -4351751.000000 Penalty: 3457.417725
	Iteration 37Q: 3 clusters Score -4351751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -4351751.500000 Penalty: 3457.417725
	Iteration 38Q: 3 clusters Score -4351752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -4351755.500000 Penalty: 3457.417725
	Iteration 39Q: 3 clusters Score -4351756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -4351756.000000 Penalty: 3457.417725
	Iteration 40F: 3 clusters Score -4351756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -4351754.000000 Penalty: 3457.417725
	Iteration 41Q: 3 clusters Score -4351754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -4351754.000000 Penalty: 3457.417725
	Iteration 42Q: 3 clusters Score -4351754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -4351752.000000 Penalty: 3457.417725
	Iteration 43Q: 3 clusters Score -4351752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -4351755.000000 Penalty: 3457.417725
	Iteration 44Q: 3 clusters Score -4351755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -4351755.000000 Penalty: 3457.417725
	Iteration 45F: 3 clusters Score -4351755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Entering Unmasked Estep 
Score: -613829.562500 Penalty: 1410.857422
	Iteration 0F: 2 clusters Score -613829.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -609340.937500 Penalty: 2821.714844
	Iteration 0F: 3 clusters Score -609340.9 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -610886.125000 Penalty: 2821.714844
	Iteration 1F: 3 clusters Score -610886.1 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -611521.937500 Penalty: 2821.714844
	Iteration 2F: 3 clusters Score -611521.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -612364.187500 Penalty: 2821.714844
	Iteration 3F: 3 clusters Score -612364.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -613101.375000 Penalty: 2821.714844
	Iteration 4F: 3 clusters Score -613101.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -613565.437500 Penalty: 2821.714844
	Iteration 5F: 3 clusters Score -613565.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -613804.812500 Penalty: 2821.714844
	Iteration 6Q: 3 clusters Score -613804.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -613908.312500 Penalty: 2821.714844
	Iteration 7Q: 3 clusters Score -613908.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -613969.625000 Penalty: 2821.714844
	Iteration 8Q: 3 clusters Score -613969.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -614015.625000 Penalty: 2821.714844
	Iteration 9Q: 3 clusters Score -614015.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -614035.750000 Penalty: 2821.714844
	Iteration 10Q: 3 clusters Score -614035.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -614053.437500 Penalty: 2821.714844
	Iteration 11Q: 3 clusters Score -614053.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -614077.500000 Penalty: 2821.714844
	Iteration 12Q: 3 clusters Score -614077.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -614096.687500 Penalty: 2821.714844
	Iteration 13Q: 3 clusters Score -614096.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -614108.500000 Penalty: 2821.714844
	Iteration 14Q: 3 clusters Score -614108.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -614115.062500 Penalty: 2821.714844
	Iteration 15Q: 3 clusters Score -614115.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -614117.000000 Penalty: 2821.714844
	Iteration 16Q: 3 clusters Score -614117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -614121.125000 Penalty: 2821.714844
	Iteration 17Q: 3 clusters Score -614121.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -614124.812500 Penalty: 2821.714844
	Iteration 18Q: 3 clusters Score -614124.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -614124.500000 Penalty: 2821.714844
	Iteration 19Q: 3 clusters Score -614124.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -614126.875000 Penalty: 2821.714844
	Iteration 20F: 3 clusters Score -614126.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -614128.125000 Penalty: 2821.714844
	Iteration 21Q: 3 clusters Score -614128.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -614130.187500 Penalty: 2821.714844
	Iteration 22Q: 3 clusters Score -614130.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -614130.125000 Penalty: 2821.714844
	Iteration 23Q: 3 clusters Score -614130.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -614130.875000 Penalty: 2821.714844
	Iteration 24Q: 3 clusters Score -614130.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -614130.937500 Penalty: 2821.714844
	Iteration 25Q: 3 clusters Score -614130.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -614130.937500 Penalty: 2821.714844
	Iteration 26F: 3 clusters Score -614130.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 21885 members 
Mstep: Class 3 contains 4510 members 
Mstep: Class 4 contains 23275 members 
Mstep: Class 5 contains 19526 members 
Mstep: Class 6 contains 18613 members 
Mstep: Class 7 contains 121087 members 
Mstep: Class 8 contains 26339 members 
Mstep: Class 9 contains 21053 members 
Mstep: Class 10 contains 188479 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 4066 members 
Mstep: Class 13 contains 5751 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 4036 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 16151 members 
Mstep: Class 19 contains 28620 members 
Mstep: Class 20 contains 41698 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 958 members 
Mstep: Class 23 contains 5263 members 
Mstep: Class 24 contains 4234 members 
Mstep: Class 25 contains 54294 members 
Mstep: Class 26 contains 11387 members 
Mstep: Class 27 contains 3789 members 
Mstep: Class 28 contains 4939 members 
Entering Unmasked Estep 
Score: -65904412.000000 Penalty: 60839.660156
Splitting cluster 22 changes total score from -65878724.000000 to -65904412.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 21885 members 
Mstep: Class 3 contains 4510 members 
Mstep: Class 4 contains 23275 members 
Mstep: Class 5 contains 19526 members 
Mstep: Class 6 contains 18613 members 
Mstep: Class 7 contains 121087 members 
Mstep: Class 8 contains 26339 members 
Mstep: Class 9 contains 21053 members 
Mstep: Class 10 contains 188479 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 4066 members 
Mstep: Class 13 contains 5751 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 16151 members 
Mstep: Class 19 contains 28620 members 
Mstep: Class 20 contains 41698 members 
Mstep: Class 22 contains 958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65908080.000000 Penalty: 60839.660156
Iteration 39Q: 29 clusters Score -6.590808e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 21702 members 
Mstep: Class 3 contains 4608 members 
Mstep: Class 4 contains 23484 members 
Mstep: Class 5 contains 19630 members 
Mstep: Class 6 contains 18583 members 
Mstep: Class 7 contains 121337 members 
Mstep: Class 8 contains 27393 members 
Mstep: Class 9 contains 20762 members 
Mstep: Class 10 contains 187959 members 
Mstep: Class 11 contains 275 members 
Mstep: Class 12 contains 4126 members 
Mstep: Class 13 contains 5624 members 
Mstep: Class 14 contains 4355 members 
Mstep: Class 15 contains 4015 members 
Mstep: Class 16 contains 2209 members 
Mstep: Class 17 contains 1999 members 
Mstep: Class 18 contains 16367 members 
Mstep: Class 19 contains 28740 members 
Mstep: Class 20 contains 41821 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 1019 members 
Mstep: Class 23 contains 5240 members 
Mstep: Class 24 contains 4215 members 
Mstep: Class 25 contains 53504 members 
Mstep: Class 26 contains 11147 members 
Mstep: Class 27 contains 3821 members 
Mstep: Class 28 contains 4860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65914520.000000 Penalty: 60839.660156
Iteration 40F: 29 clusters Score -6.591452e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 21533 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 23418 members 
Mstep: Class 5 contains 19654 members 
Mstep: Class 6 contains 18382 members 
Mstep: Class 7 contains 121154 members 
Mstep: Class 8 contains 27956 members 
Mstep: Class 9 contains 20394 members 
Mstep: Class 10 contains 187577 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 4162 members 
Mstep: Class 13 contains 5489 members 
Mstep: Class 14 contains 4336 members 
Mstep: Class 15 contains 4028 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 16363 members 
Mstep: Class 19 contains 28818 members 
Mstep: Class 20 contains 41101 members 
Mstep: Class 21 contains 634 members 
Mstep: Class 22 contains 1082 members 
Mstep: Class 23 contains 5845 members 
Mstep: Class 24 contains 4698 members 
Mstep: Class 25 contains 53838 members 
Mstep: Class 26 contains 11198 members 
Mstep: Class 27 contains 3851 members 
Mstep: Class 28 contains 4854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65917816.000000 Penalty: 60839.660156
Iteration 41Q: 29 clusters Score -6.591782e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 21357 members 
Mstep: Class 3 contains 4569 members 
Mstep: Class 4 contains 23443 members 
Mstep: Class 5 contains 19690 members 
Mstep: Class 6 contains 18248 members 
Mstep: Class 7 contains 121041 members 
Mstep: Class 8 contains 28583 members 
Mstep: Class 9 contains 20015 members 
Mstep: Class 10 contains 187449 members 
Mstep: Class 11 contains 292 members 
Mstep: Class 12 contains 4199 members 
Mstep: Class 13 contains 5391 members 
Mstep: Class 14 contains 4322 members 
Mstep: Class 15 contains 4033 members 
Mstep: Class 16 contains 2185 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 16391 members 
Mstep: Class 19 contains 28921 members 
Mstep: Class 20 contains 40446 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 1097 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 5008 members 
Mstep: Class 25 contains 53906 members 
Mstep: Class 26 contains 11205 members 
Mstep: Class 27 contains 3867 members 
Mstep: Class 28 contains 4862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65919108.000000 Penalty: 60839.660156
Iteration 42Q: 29 clusters Score -6.591911e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 21234 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 23490 members 
Mstep: Class 5 contains 19684 members 
Mstep: Class 6 contains 18152 members 
Mstep: Class 7 contains 121021 members 
Mstep: Class 8 contains 29220 members 
Mstep: Class 9 contains 19586 members 
Mstep: Class 10 contains 187393 members 
Mstep: Class 11 contains 284 members 
Mstep: Class 12 contains 4226 members 
Mstep: Class 13 contains 5304 members 
Mstep: Class 14 contains 4312 members 
Mstep: Class 15 contains 4044 members 
Mstep: Class 16 contains 2177 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 16442 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39795 members 
Mstep: Class 21 contains 770 members 
Mstep: Class 22 contains 1097 members 
Mstep: Class 23 contains 6689 members 
Mstep: Class 24 contains 5195 members 
Mstep: Class 25 contains 53879 members 
Mstep: Class 26 contains 11199 members 
Mstep: Class 27 contains 3894 members 
Mstep: Class 28 contains 4876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65919976.000000 Penalty: 60839.660156
Iteration 43Q: 29 clusters Score -6.591998e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 21126 members 
Mstep: Class 3 contains 4547 members 
Mstep: Class 4 contains 23544 members 
Mstep: Class 5 contains 19707 members 
Mstep: Class 6 contains 18064 members 
Mstep: Class 7 contains 121000 members 
Mstep: Class 8 contains 29802 members 
Mstep: Class 9 contains 19204 members 
Mstep: Class 10 contains 187358 members 
Mstep: Class 11 contains 282 members 
Mstep: Class 12 contains 4253 members 
Mstep: Class 13 contains 5231 members 
Mstep: Class 14 contains 4305 members 
Mstep: Class 15 contains 4053 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 2103 members 
Mstep: Class 18 contains 16480 members 
Mstep: Class 19 contains 29064 members 
Mstep: Class 20 contains 39202 members 
Mstep: Class 21 contains 809 members 
Mstep: Class 22 contains 1091 members 
Mstep: Class 23 contains 7088 members 
Mstep: Class 24 contains 5339 members 
Mstep: Class 25 contains 53817 members 
Mstep: Class 26 contains 11181 members 
Mstep: Class 27 contains 3917 members 
Mstep: Class 28 contains 4897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65920804.000000 Penalty: 60839.660156
Iteration 44Q: 29 clusters Score -6.59208e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 21003 members 
Mstep: Class 3 contains 4545 members 
Mstep: Class 4 contains 23605 members 
Mstep: Class 5 contains 19734 members 
Mstep: Class 6 contains 18009 members 
Mstep: Class 7 contains 120996 members 
Mstep: Class 8 contains 30353 members 
Mstep: Class 9 contains 18801 members 
Mstep: Class 10 contains 187368 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4278 members 
Mstep: Class 13 contains 5203 members 
Mstep: Class 14 contains 4301 members 
Mstep: Class 15 contains 4054 members 
Mstep: Class 16 contains 2164 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 16520 members 
Mstep: Class 19 contains 29134 members 
Mstep: Class 20 contains 38628 members 
Mstep: Class 21 contains 833 members 
Mstep: Class 22 contains 1082 members 
Mstep: Class 23 contains 7478 members 
Mstep: Class 24 contains 5434 members 
Mstep: Class 25 contains 53713 members 
Mstep: Class 26 contains 11168 members 
Mstep: Class 27 contains 3934 members 
Mstep: Class 28 contains 4917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65921416.000000 Penalty: 60839.660156
Iteration 45Q: 29 clusters Score -6.592142e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 20881 members 
Mstep: Class 3 contains 4546 members 
Mstep: Class 4 contains 23658 members 
Mstep: Class 5 contains 19740 members 
Mstep: Class 6 contains 17948 members 
Mstep: Class 7 contains 121005 members 
Mstep: Class 8 contains 30927 members 
Mstep: Class 9 contains 18426 members 
Mstep: Class 10 contains 187399 members 
Mstep: Class 11 contains 280 members 
Mstep: Class 12 contains 4300 members 
Mstep: Class 13 contains 5173 members 
Mstep: Class 14 contains 4299 members 
Mstep: Class 15 contains 4058 members 
Mstep: Class 16 contains 2149 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 16559 members 
Mstep: Class 19 contains 29224 members 
Mstep: Class 20 contains 38029 members 
Mstep: Class 21 contains 840 members 
Mstep: Class 22 contains 1067 members 
Mstep: Class 23 contains 7893 members 
Mstep: Class 24 contains 5485 members 
Mstep: Class 25 contains 53599 members 
Mstep: Class 26 contains 11162 members 
Mstep: Class 27 contains 3947 members 
Mstep: Class 28 contains 4943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65921624.000000 Penalty: 60839.660156
Iteration 46Q: 29 clusters Score -6.592162e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 20777 members 
Mstep: Class 3 contains 4550 members 
Mstep: Class 4 contains 23709 members 
Mstep: Class 5 contains 19737 members 
Mstep: Class 6 contains 17903 members 
Mstep: Class 7 contains 121044 members 
Mstep: Class 8 contains 31453 members 
Mstep: Class 9 contains 18057 members 
Mstep: Class 10 contains 187344 members 
Mstep: Class 11 contains 281 members 
Mstep: Class 12 contains 4326 members 
Mstep: Class 13 contains 5172 members 
Mstep: Class 14 contains 4300 members 
Mstep: Class 15 contains 4060 members 
Mstep: Class 16 contains 2131 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 16586 members 
Mstep: Class 19 contains 29305 members 
Mstep: Class 20 contains 37521 members 
Mstep: Class 21 contains 845 members 
Mstep: Class 22 contains 1051 members 
Mstep: Class 23 contains 8308 members 
Mstep: Class 24 contains 5521 members 
Mstep: Class 25 contains 53491 members 
Mstep: Class 26 contains 11154 members 
Mstep: Class 27 contains 3949 members 
Mstep: Class 28 contains 4965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65921968.000000 Penalty: 60839.660156
Iteration 47Q: 29 clusters Score -6.592197e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 20661 members 
Mstep: Class 3 contains 4556 members 
Mstep: Class 4 contains 23743 members 
Mstep: Class 5 contains 19743 members 
Mstep: Class 6 contains 17865 members 
Mstep: Class 7 contains 121101 members 
Mstep: Class 8 contains 31892 members 
Mstep: Class 9 contains 17708 members 
Mstep: Class 10 contains 187346 members 
Mstep: Class 11 contains 282 members 
Mstep: Class 12 contains 4345 members 
Mstep: Class 13 contains 5181 members 
Mstep: Class 14 contains 4299 members 
Mstep: Class 15 contains 4062 members 
Mstep: Class 16 contains 2112 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 16609 members 
Mstep: Class 19 contains 29374 members 
Mstep: Class 20 contains 37006 members 
Mstep: Class 21 contains 848 members 
Mstep: Class 22 contains 1039 members 
Mstep: Class 23 contains 8698 members 
Mstep: Class 24 contains 5545 members 
Mstep: Class 25 contains 53423 members 
Mstep: Class 26 contains 11155 members 
Mstep: Class 27 contains 3955 members 
Mstep: Class 28 contains 4991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65922404.000000 Penalty: 60839.660156
Iteration 48Q: 29 clusters Score -6.59224e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 20552 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 23769 members 
Mstep: Class 5 contains 19735 members 
Mstep: Class 6 contains 17816 members 
Mstep: Class 7 contains 121162 members 
Mstep: Class 8 contains 32337 members 
Mstep: Class 9 contains 17357 members 
Mstep: Class 10 contains 187313 members 
Mstep: Class 11 contains 282 members 
Mstep: Class 12 contains 4356 members 
Mstep: Class 13 contains 5195 members 
Mstep: Class 14 contains 4298 members 
Mstep: Class 15 contains 4066 members 
Mstep: Class 16 contains 2092 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 16629 members 
Mstep: Class 19 contains 29452 members 
Mstep: Class 20 contains 36519 members 
Mstep: Class 21 contains 850 members 
Mstep: Class 22 contains 1026 members 
Mstep: Class 23 contains 9135 members 
Mstep: Class 24 contains 5551 members 
Mstep: Class 25 contains 53359 members 
Mstep: Class 26 contains 11150 members 
Mstep: Class 27 contains 3960 members 
Mstep: Class 28 contains 5018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65922616.000000 Penalty: 60839.660156
Iteration 49Q: 29 clusters Score -6.592262e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 20478 members 
Mstep: Class 3 contains 4561 members 
Mstep: Class 4 contains 23810 members 
Mstep: Class 5 contains 19719 members 
Mstep: Class 6 contains 17792 members 
Mstep: Class 7 contains 121229 members 
Mstep: Class 8 contains 32738 members 
Mstep: Class 9 contains 17013 members 
Mstep: Class 10 contains 187264 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 4364 members 
Mstep: Class 13 contains 5194 members 
Mstep: Class 14 contains 4299 members 
Mstep: Class 15 contains 4068 members 
Mstep: Class 16 contains 2075 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 16649 members 
Mstep: Class 19 contains 29510 members 
Mstep: Class 20 contains 36059 members 
Mstep: Class 21 contains 852 members 
Mstep: Class 22 contains 1023 members 
Mstep: Class 23 contains 9568 members 
Mstep: Class 24 contains 5568 members 
Mstep: Class 25 contains 53286 members 
Mstep: Class 26 contains 11148 members 
Mstep: Class 27 contains 3964 members 
Mstep: Class 28 contains 5027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65922892.000000 Penalty: 60839.660156
Iteration 50Q: 29 clusters Score -6.592289e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 20402 members 
Mstep: Class 3 contains 4565 members 
Mstep: Class 4 contains 23851 members 
Mstep: Class 5 contains 19714 members 
Mstep: Class 6 contains 17765 members 
Mstep: Class 7 contains 121315 members 
Mstep: Class 8 contains 33123 members 
Mstep: Class 9 contains 16659 members 
Mstep: Class 10 contains 187201 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 4373 members 
Mstep: Class 13 contains 5221 members 
Mstep: Class 14 contains 4299 members 
Mstep: Class 15 contains 4073 members 
Mstep: Class 16 contains 2054 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 16655 members 
Mstep: Class 19 contains 29557 members 
Mstep: Class 20 contains 35632 members 
Mstep: Class 21 contains 854 members 
Mstep: Class 22 contains 1012 members 
Mstep: Class 23 contains 9974 members 
Mstep: Class 24 contains 5587 members 
Mstep: Class 25 contains 53220 members 
Mstep: Class 26 contains 11145 members 
Mstep: Class 27 contains 3965 members 
Mstep: Class 28 contains 5042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65923352.000000 Penalty: 60839.660156
Iteration 51Q: 29 clusters Score -6.592335e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 20328 members 
Mstep: Class 3 contains 4572 members 
Mstep: Class 4 contains 23900 members 
Mstep: Class 5 contains 19720 members 
Mstep: Class 6 contains 17736 members 
Mstep: Class 7 contains 121422 members 
Mstep: Class 8 contains 33500 members 
Mstep: Class 9 contains 16299 members 
Mstep: Class 10 contains 187134 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 4380 members 
Mstep: Class 13 contains 5257 members 
Mstep: Class 14 contains 4298 members 
Mstep: Class 15 contains 4076 members 
Mstep: Class 16 contains 2035 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 16664 members 
Mstep: Class 19 contains 29588 members 
Mstep: Class 20 contains 35221 members 
Mstep: Class 21 contains 858 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 10359 members 
Mstep: Class 24 contains 5596 members 
Mstep: Class 25 contains 53147 members 
Mstep: Class 26 contains 11146 members 
Mstep: Class 27 contains 3968 members 
Mstep: Class 28 contains 5055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65923816.000000 Penalty: 60839.660156
Iteration 52Q: 29 clusters Score -6.592382e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 20253 members 
Mstep: Class 3 contains 4574 members 
Mstep: Class 4 contains 23943 members 
Mstep: Class 5 contains 19728 members 
Mstep: Class 6 contains 17705 members 
Mstep: Class 7 contains 121522 members 
Mstep: Class 8 contains 33895 members 
Mstep: Class 9 contains 15987 members 
Mstep: Class 10 contains 187053 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 4386 members 
Mstep: Class 13 contains 5286 members 
Mstep: Class 14 contains 4299 members 
Mstep: Class 15 contains 4081 members 
Mstep: Class 16 contains 2017 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 16684 members 
Mstep: Class 19 contains 29623 members 
Mstep: Class 20 contains 34810 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 10706 members 
Mstep: Class 24 contains 5600 members 
Mstep: Class 25 contains 53075 members 
Mstep: Class 26 contains 11144 members 
Mstep: Class 27 contains 3971 members 
Mstep: Class 28 contains 5067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65924300.000000 Penalty: 60839.660156
Iteration 53Q: 29 clusters Score -6.59243e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 20175 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 23982 members 
Mstep: Class 5 contains 19748 members 
Mstep: Class 6 contains 17678 members 
Mstep: Class 7 contains 121636 members 
Mstep: Class 8 contains 34246 members 
Mstep: Class 9 contains 15690 members 
Mstep: Class 10 contains 186991 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 4390 members 
Mstep: Class 13 contains 5328 members 
Mstep: Class 14 contains 4298 members 
Mstep: Class 15 contains 4088 members 
Mstep: Class 16 contains 2007 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 16693 members 
Mstep: Class 19 contains 29660 members 
Mstep: Class 20 contains 34397 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 11033 members 
Mstep: Class 24 contains 5587 members 
Mstep: Class 25 contains 53015 members 
Mstep: Class 26 contains 11145 members 
Mstep: Class 27 contains 3973 members 
Mstep: Class 28 contains 5072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65924416.000000 Penalty: 60839.660156
Iteration 54Q: 29 clusters Score -6.592442e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 20082 members 
Mstep: Class 3 contains 4586 members 
Mstep: Class 4 contains 24023 members 
Mstep: Class 5 contains 19761 members 
Mstep: Class 6 contains 17642 members 
Mstep: Class 7 contains 121735 members 
Mstep: Class 8 contains 34549 members 
Mstep: Class 9 contains 15423 members 
Mstep: Class 10 contains 186922 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 5370 members 
Mstep: Class 14 contains 4298 members 
Mstep: Class 15 contains 4092 members 
Mstep: Class 16 contains 1986 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 16714 members 
Mstep: Class 19 contains 29693 members 
Mstep: Class 20 contains 34051 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 11350 members 
Mstep: Class 24 contains 5583 members 
Mstep: Class 25 contains 52957 members 
Mstep: Class 26 contains 11144 members 
Mstep: Class 27 contains 3977 members 
Mstep: Class 28 contains 5074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65924532.000000 Penalty: 60839.660156
Iteration 55Q: 29 clusters Score -6.592453e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 19990 members 
Mstep: Class 3 contains 4585 members 
Mstep: Class 4 contains 24056 members 
Mstep: Class 5 contains 19758 members 
Mstep: Class 6 contains 17615 members 
Mstep: Class 7 contains 121834 members 
Mstep: Class 8 contains 34838 members 
Mstep: Class 9 contains 15179 members 
Mstep: Class 10 contains 186836 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 4399 members 
Mstep: Class 13 contains 5421 members 
Mstep: Class 14 contains 4298 members 
Mstep: Class 15 contains 4097 members 
Mstep: Class 16 contains 1978 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 16735 members 
Mstep: Class 19 contains 29733 members 
Mstep: Class 20 contains 33724 members 
Mstep: Class 21 contains 869 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 11661 members 
Mstep: Class 24 contains 5563 members 
Mstep: Class 25 contains 52900 members 
Mstep: Class 26 contains 11142 members 
Mstep: Class 27 contains 3984 members 
Mstep: Class 28 contains 5076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65924696.000000 Penalty: 60839.660156
Iteration 56Q: 29 clusters Score -6.59247e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 19895 members 
Mstep: Class 3 contains 4587 members 
Mstep: Class 4 contains 24089 members 
Mstep: Class 5 contains 19766 members 
Mstep: Class 6 contains 17593 members 
Mstep: Class 7 contains 121933 members 
Mstep: Class 8 contains 35134 members 
Mstep: Class 9 contains 14932 members 
Mstep: Class 10 contains 186742 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 4406 members 
Mstep: Class 13 contains 5474 members 
Mstep: Class 14 contains 4298 members 
Mstep: Class 15 contains 4098 members 
Mstep: Class 16 contains 1967 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 16749 members 
Mstep: Class 19 contains 29766 members 
Mstep: Class 20 contains 33403 members 
Mstep: Class 21 contains 869 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 11979 members 
Mstep: Class 24 contains 5547 members 
Mstep: Class 25 contains 52833 members 
Mstep: Class 26 contains 11138 members 
Mstep: Class 27 contains 3993 members 
Mstep: Class 28 contains 5078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65924748.000000 Penalty: 60839.660156
Iteration 57Q: 29 clusters Score -6.592475e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 19800 members 
Mstep: Class 3 contains 4593 members 
Mstep: Class 4 contains 24121 members 
Mstep: Class 5 contains 19769 members 
Mstep: Class 6 contains 17564 members 
Mstep: Class 7 contains 122060 members 
Mstep: Class 8 contains 35446 members 
Mstep: Class 9 contains 14682 members 
Mstep: Class 10 contains 186598 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 4415 members 
Mstep: Class 13 contains 5518 members 
Mstep: Class 14 contains 4296 members 
Mstep: Class 15 contains 4099 members 
Mstep: Class 16 contains 1958 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 16761 members 
Mstep: Class 19 contains 29790 members 
Mstep: Class 20 contains 33130 members 
Mstep: Class 21 contains 869 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 12294 members 
Mstep: Class 24 contains 5528 members 
Mstep: Class 25 contains 52760 members 
Mstep: Class 26 contains 11135 members 
Mstep: Class 27 contains 4001 members 
Mstep: Class 28 contains 5079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65924876.000000 Penalty: 60839.660156
Iteration 58Q: 29 clusters Score -6.592488e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 19726 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 24141 members 
Mstep: Class 5 contains 19769 members 
Mstep: Class 6 contains 17534 members 
Mstep: Class 7 contains 122219 members 
Mstep: Class 8 contains 35689 members 
Mstep: Class 9 contains 14441 members 
Mstep: Class 10 contains 186468 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 5544 members 
Mstep: Class 14 contains 4296 members 
Mstep: Class 15 contains 4101 members 
Mstep: Class 16 contains 1948 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 16782 members 
Mstep: Class 19 contains 29825 members 
Mstep: Class 20 contains 32875 members 
Mstep: Class 21 contains 869 members 
Mstep: Class 22 contains 1002 members 
Mstep: Class 23 contains 12601 members 
Mstep: Class 24 contains 5507 members 
Mstep: Class 25 contains 52685 members 
Mstep: Class 26 contains 11133 members 
Mstep: Class 27 contains 4007 members 
Mstep: Class 28 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65925148.000000 Penalty: 60839.660156
Iteration 59Q: 29 clusters Score -6.592515e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 19661 members 
Mstep: Class 3 contains 4598 members 
Mstep: Class 4 contains 24147 members 
Mstep: Class 5 contains 19775 members 
Mstep: Class 6 contains 17502 members 
Mstep: Class 7 contains 122404 members 
Mstep: Class 8 contains 35950 members 
Mstep: Class 9 contains 14165 members 
Mstep: Class 10 contains 186341 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 4424 members 
Mstep: Class 13 contains 5594 members 
Mstep: Class 14 contains 4295 members 
Mstep: Class 15 contains 4101 members 
Mstep: Class 16 contains 1947 members 
Mstep: Class 17 contains 2113 members 
Mstep: Class 18 contains 16790 members 
Mstep: Class 19 contains 29859 members 
Mstep: Class 20 contains 32600 members 
Mstep: Class 21 contains 872 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 12913 members 
Mstep: Class 24 contains 5478 members 
Mstep: Class 25 contains 52607 members 
Mstep: Class 26 contains 11131 members 
Mstep: Class 27 contains 4015 members 
Mstep: Class 28 contains 5090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65926440.000000 Penalty: 60839.660156
Iteration 60F: 29 clusters Score -6.592644e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 19607 members 
Mstep: Class 3 contains 4600 members 
Mstep: Class 4 contains 24117 members 
Mstep: Class 5 contains 19769 members 
Mstep: Class 6 contains 17489 members 
Mstep: Class 7 contains 122591 members 
Mstep: Class 8 contains 36199 members 
Mstep: Class 9 contains 13859 members 
Mstep: Class 10 contains 186168 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 5640 members 
Mstep: Class 14 contains 4296 members 
Mstep: Class 15 contains 4103 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2113 members 
Mstep: Class 18 contains 16806 members 
Mstep: Class 19 contains 29884 members 
Mstep: Class 20 contains 32173 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 13406 members 
Mstep: Class 24 contains 5443 members 
Mstep: Class 25 contains 52568 members 
Mstep: Class 26 contains 11132 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 5103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65927668.000000 Penalty: 60839.660156
Iteration 61Q: 29 clusters Score -6.592767e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 19541 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 24111 members 
Mstep: Class 5 contains 19751 members 
Mstep: Class 6 contains 17459 members 
Mstep: Class 7 contains 122773 members 
Mstep: Class 8 contains 36500 members 
Mstep: Class 9 contains 13551 members 
Mstep: Class 10 contains 185957 members 
Mstep: Class 11 contains 297 members 
Mstep: Class 12 contains 4440 members 
Mstep: Class 13 contains 5690 members 
Mstep: Class 14 contains 4296 members 
Mstep: Class 15 contains 4102 members 
Mstep: Class 16 contains 1936 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 16837 members 
Mstep: Class 19 contains 29909 members 
Mstep: Class 20 contains 31770 members 
Mstep: Class 21 contains 935 members 
Mstep: Class 22 contains 1002 members 
Mstep: Class 23 contains 13888 members 
Mstep: Class 24 contains 5415 members 
Mstep: Class 25 contains 52530 members 
Mstep: Class 26 contains 11127 members 
Mstep: Class 27 contains 4027 members 
Mstep: Class 28 contains 5131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65928204.000000 Penalty: 60839.660156
Iteration 62Q: 29 clusters Score -6.59282e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 19485 members 
Mstep: Class 3 contains 4600 members 
Mstep: Class 4 contains 24108 members 
Mstep: Class 5 contains 19727 members 
Mstep: Class 6 contains 17438 members 
Mstep: Class 7 contains 122983 members 
Mstep: Class 8 contains 36785 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 185753 members 
Mstep: Class 11 contains 293 members 
Mstep: Class 12 contains 4450 members 
Mstep: Class 13 contains 5736 members 
Mstep: Class 14 contains 4295 members 
Mstep: Class 15 contains 4103 members 
Mstep: Class 16 contains 1930 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 16878 members 
Mstep: Class 19 contains 29910 members 
Mstep: Class 20 contains 31360 members 
Mstep: Class 21 contains 952 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 14393 members 
Mstep: Class 24 contains 5388 members 
Mstep: Class 25 contains 52470 members 
Mstep: Class 26 contains 11122 members 
Mstep: Class 27 contains 4039 members 
Mstep: Class 28 contains 5155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65928868.000000 Penalty: 60839.660156
Iteration 63Q: 29 clusters Score -6.592887e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 19417 members 
Mstep: Class 3 contains 4603 members 
Mstep: Class 4 contains 24121 members 
Mstep: Class 5 contains 19707 members 
Mstep: Class 6 contains 17391 members 
Mstep: Class 7 contains 123211 members 
Mstep: Class 8 contains 37085 members 
Mstep: Class 9 contains 12886 members 
Mstep: Class 10 contains 185602 members 
Mstep: Class 11 contains 293 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 5768 members 
Mstep: Class 14 contains 4294 members 
Mstep: Class 15 contains 4105 members 
Mstep: Class 16 contains 1925 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 16922 members 
Mstep: Class 19 contains 29915 members 
Mstep: Class 20 contains 30926 members 
Mstep: Class 21 contains 958 members 
Mstep: Class 22 contains 1014 members 
Mstep: Class 23 contains 14869 members 
Mstep: Class 24 contains 5354 members 
Mstep: Class 25 contains 52410 members 
Mstep: Class 26 contains 11109 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 5178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65929440.000000 Penalty: 60839.660156
Iteration 64Q: 29 clusters Score -6.592944e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 19345 members 
Mstep: Class 3 contains 4607 members 
Mstep: Class 4 contains 24126 members 
Mstep: Class 5 contains 19700 members 
Mstep: Class 6 contains 17345 members 
Mstep: Class 7 contains 123442 members 
Mstep: Class 8 contains 37345 members 
Mstep: Class 9 contains 12543 members 
Mstep: Class 10 contains 185456 members 
Mstep: Class 11 contains 293 members 
Mstep: Class 12 contains 4477 members 
Mstep: Class 13 contains 5818 members 
Mstep: Class 14 contains 4295 members 
Mstep: Class 15 contains 4103 members 
Mstep: Class 16 contains 1912 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 16975 members 
Mstep: Class 19 contains 29912 members 
Mstep: Class 20 contains 30491 members 
Mstep: Class 21 contains 959 members 
Mstep: Class 22 contains 1024 members 
Mstep: Class 23 contains 15382 members 
Mstep: Class 24 contains 5324 members 
Mstep: Class 25 contains 52350 members 
Mstep: Class 26 contains 11098 members 
Mstep: Class 27 contains 4057 members 
Mstep: Class 28 contains 5199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65930064.000000 Penalty: 60839.660156
Iteration 65Q: 29 clusters Score -6.593006e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 19288 members 
Mstep: Class 3 contains 4608 members 
Mstep: Class 4 contains 24120 members 
Mstep: Class 5 contains 19698 members 
Mstep: Class 6 contains 17297 members 
Mstep: Class 7 contains 123646 members 
Mstep: Class 8 contains 37608 members 
Mstep: Class 9 contains 12228 members 
Mstep: Class 10 contains 185291 members 
Mstep: Class 11 contains 293 members 
Mstep: Class 12 contains 4490 members 
Mstep: Class 13 contains 5861 members 
Mstep: Class 14 contains 4295 members 
Mstep: Class 15 contains 4106 members 
Mstep: Class 16 contains 1908 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 17038 members 
Mstep: Class 19 contains 29894 members 
Mstep: Class 20 contains 30029 members 
Mstep: Class 21 contains 960 members 
Mstep: Class 22 contains 1026 members 
Mstep: Class 23 contains 15949 members 
Mstep: Class 24 contains 5294 members 
Mstep: Class 25 contains 52279 members 
Mstep: Class 26 contains 11084 members 
Mstep: Class 27 contains 4067 members 
Mstep: Class 28 contains 5221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65930492.000000 Penalty: 60839.660156
Iteration 66Q: 29 clusters Score -6.593049e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 19258 members 
Mstep: Class 3 contains 4608 members 
Mstep: Class 4 contains 24108 members 
Mstep: Class 5 contains 19662 members 
Mstep: Class 6 contains 17247 members 
Mstep: Class 7 contains 123834 members 
Mstep: Class 8 contains 37848 members 
Mstep: Class 9 contains 11945 members 
Mstep: Class 10 contains 185132 members 
Mstep: Class 11 contains 293 members 
Mstep: Class 12 contains 4510 members 
Mstep: Class 13 contains 5895 members 
Mstep: Class 14 contains 4295 members 
Mstep: Class 15 contains 4106 members 
Mstep: Class 16 contains 1902 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 17106 members 
Mstep: Class 19 contains 29883 members 
Mstep: Class 20 contains 29553 members 
Mstep: Class 21 contains 961 members 
Mstep: Class 22 contains 1029 members 
Mstep: Class 23 contains 16530 members 
Mstep: Class 24 contains 5260 members 
Mstep: Class 25 contains 52214 members 
Mstep: Class 26 contains 11077 members 
Mstep: Class 27 contains 4079 members 
Mstep: Class 28 contains 5241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65930788.000000 Penalty: 60839.660156
Iteration 67Q: 29 clusters Score -6.593079e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 19227 members 
Mstep: Class 3 contains 4606 members 
Mstep: Class 4 contains 24106 members 
Mstep: Class 5 contains 19620 members 
Mstep: Class 6 contains 17198 members 
Mstep: Class 7 contains 124003 members 
Mstep: Class 8 contains 38056 members 
Mstep: Class 9 contains 11721 members 
Mstep: Class 10 contains 184954 members 
Mstep: Class 11 contains 293 members 
Mstep: Class 12 contains 4532 members 
Mstep: Class 13 contains 5917 members 
Mstep: Class 14 contains 4293 members 
Mstep: Class 15 contains 4106 members 
Mstep: Class 16 contains 1897 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 17185 members 
Mstep: Class 19 contains 29887 members 
Mstep: Class 20 contains 29053 members 
Mstep: Class 21 contains 962 members 
Mstep: Class 22 contains 1034 members 
Mstep: Class 23 contains 17135 members 
Mstep: Class 24 contains 5223 members 
Mstep: Class 25 contains 52148 members 
Mstep: Class 26 contains 11071 members 
Mstep: Class 27 contains 4092 members 
Mstep: Class 28 contains 5253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65931256.000000 Penalty: 60839.660156
Iteration 68Q: 29 clusters Score -6.593126e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 19202 members 
Mstep: Class 3 contains 4605 members 
Mstep: Class 4 contains 24098 members 
Mstep: Class 5 contains 19594 members 
Mstep: Class 6 contains 17162 members 
Mstep: Class 7 contains 124141 members 
Mstep: Class 8 contains 38211 members 
Mstep: Class 9 contains 11558 members 
Mstep: Class 10 contains 184799 members 
Mstep: Class 11 contains 293 members 
Mstep: Class 12 contains 4550 members 
Mstep: Class 13 contains 5944 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 4106 members 
Mstep: Class 16 contains 1890 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 17262 members 
Mstep: Class 19 contains 29866 members 
Mstep: Class 20 contains 28552 members 
Mstep: Class 21 contains 962 members 
Mstep: Class 22 contains 1039 members 
Mstep: Class 23 contains 17756 members 
Mstep: Class 24 contains 5182 members 
Mstep: Class 25 contains 52068 members 
Mstep: Class 26 contains 11057 members 
Mstep: Class 27 contains 4112 members 
Mstep: Class 28 contains 5274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65931792.000000 Penalty: 60839.660156
Iteration 69Q: 29 clusters Score -6.593179e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 19172 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 24111 members 
Mstep: Class 5 contains 19562 members 
Mstep: Class 6 contains 17114 members 
Mstep: Class 7 contains 124260 members 
Mstep: Class 8 contains 38311 members 
Mstep: Class 9 contains 11440 members 
Mstep: Class 10 contains 184638 members 
Mstep: Class 11 contains 292 members 
Mstep: Class 12 contains 4571 members 
Mstep: Class 13 contains 6002 members 
Mstep: Class 14 contains 4289 members 
Mstep: Class 15 contains 4107 members 
Mstep: Class 16 contains 1879 members 
Mstep: Class 17 contains 2117 members 
Mstep: Class 18 contains 17355 members 
Mstep: Class 19 contains 29833 members 
Mstep: Class 20 contains 28042 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 1046 members 
Mstep: Class 23 contains 18398 members 
Mstep: Class 24 contains 5136 members 
Mstep: Class 25 contains 51987 members 
Mstep: Class 26 contains 11035 members 
Mstep: Class 27 contains 4137 members 
Mstep: Class 28 contains 5295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65932280.000000 Penalty: 60839.660156
Iteration 70Q: 29 clusters Score -6.593228e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 19161 members 
Mstep: Class 3 contains 4595 members 
Mstep: Class 4 contains 24123 members 
Mstep: Class 5 contains 19540 members 
Mstep: Class 6 contains 17075 members 
Mstep: Class 7 contains 124343 members 
Mstep: Class 8 contains 38428 members 
Mstep: Class 9 contains 11379 members 
Mstep: Class 10 contains 184508 members 
Mstep: Class 11 contains 292 members 
Mstep: Class 12 contains 4595 members 
Mstep: Class 13 contains 6046 members 
Mstep: Class 14 contains 4287 members 
Mstep: Class 15 contains 4106 members 
Mstep: Class 16 contains 1869 members 
Mstep: Class 17 contains 2117 members 
Mstep: Class 18 contains 17457 members 
Mstep: Class 19 contains 29765 members 
Mstep: Class 20 contains 27468 members 
Mstep: Class 21 contains 965 members 
Mstep: Class 22 contains 1054 members 
Mstep: Class 23 contains 19045 members 
Mstep: Class 24 contains 5093 members 
Mstep: Class 25 contains 51885 members 
Mstep: Class 26 contains 11016 members 
Mstep: Class 27 contains 4160 members 
Mstep: Class 28 contains 5319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65932668.000000 Penalty: 60839.660156
Iteration 71Q: 29 clusters Score -6.593267e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 19155 members 
Mstep: Class 3 contains 4596 members 
Mstep: Class 4 contains 24136 members 
Mstep: Class 5 contains 19520 members 
Mstep: Class 6 contains 17040 members 
Mstep: Class 7 contains 124421 members 
Mstep: Class 8 contains 38536 members 
Mstep: Class 9 contains 11324 members 
Mstep: Class 10 contains 184396 members 
Mstep: Class 11 contains 293 members 
Mstep: Class 12 contains 4615 members 
Mstep: Class 13 contains 6091 members 
Mstep: Class 14 contains 4286 members 
Mstep: Class 15 contains 4110 members 
Mstep: Class 16 contains 1865 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 17538 members 
Mstep: Class 19 contains 29709 members 
Mstep: Class 20 contains 26929 members 
Mstep: Class 21 contains 967 members 
Mstep: Class 22 contains 1059 members 
Mstep: Class 23 contains 19651 members 
Mstep: Class 24 contains 5032 members 
Mstep: Class 25 contains 51781 members 
Mstep: Class 26 contains 11004 members 
Mstep: Class 27 contains 4179 members 
Mstep: Class 28 contains 5342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65933048.000000 Penalty: 60839.660156
Iteration 72Q: 29 clusters Score -6.593305e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 19141 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 24146 members 
Mstep: Class 5 contains 19504 members 
Mstep: Class 6 contains 16991 members 
Mstep: Class 7 contains 124494 members 
Mstep: Class 8 contains 38630 members 
Mstep: Class 9 contains 11283 members 
Mstep: Class 10 contains 184260 members 
Mstep: Class 11 contains 293 members 
Mstep: Class 12 contains 4629 members 
Mstep: Class 13 contains 6122 members 
Mstep: Class 14 contains 4286 members 
Mstep: Class 15 contains 4108 members 
Mstep: Class 16 contains 1860 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 17634 members 
Mstep: Class 19 contains 29652 members 
Mstep: Class 20 contains 26447 members 
Mstep: Class 21 contains 968 members 
Mstep: Class 22 contains 1076 members 
Mstep: Class 23 contains 20243 members 
Mstep: Class 24 contains 4994 members 
Mstep: Class 25 contains 51673 members 
Mstep: Class 26 contains 10991 members 
Mstep: Class 27 contains 4197 members 
Mstep: Class 28 contains 5363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65933460.000000 Penalty: 60839.660156
Iteration 73Q: 29 clusters Score -6.593346e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 19138 members 
Mstep: Class 3 contains 4590 members 
Mstep: Class 4 contains 24173 members 
Mstep: Class 5 contains 19485 members 
Mstep: Class 6 contains 16936 members 
Mstep: Class 7 contains 124564 members 
Mstep: Class 8 contains 38736 members 
Mstep: Class 9 contains 11248 members 
Mstep: Class 10 contains 184136 members 
Mstep: Class 11 contains 293 members 
Mstep: Class 12 contains 4639 members 
Mstep: Class 13 contains 6167 members 
Mstep: Class 14 contains 4285 members 
Mstep: Class 15 contains 4106 members 
Mstep: Class 16 contains 1851 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 17704 members 
Mstep: Class 19 contains 29587 members 
Mstep: Class 20 contains 25981 members 
Mstep: Class 21 contains 968 members 
Mstep: Class 22 contains 1079 members 
Mstep: Class 23 contains 20800 members 
Mstep: Class 24 contains 4966 members 
Mstep: Class 25 contains 51579 members 
Mstep: Class 26 contains 10970 members 
Mstep: Class 27 contains 4214 members 
Mstep: Class 28 contains 5380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65933732.000000 Penalty: 60839.660156
Iteration 74Q: 29 clusters Score -6.593373e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 19124 members 
Mstep: Class 3 contains 4588 members 
Mstep: Class 4 contains 24174 members 
Mstep: Class 5 contains 19467 members 
Mstep: Class 6 contains 16903 members 
Mstep: Class 7 contains 124620 members 
Mstep: Class 8 contains 38852 members 
Mstep: Class 9 contains 11229 members 
Mstep: Class 10 contains 184012 members 
Mstep: Class 11 contains 293 members 
Mstep: Class 12 contains 4646 members 
Mstep: Class 13 contains 6183 members 
Mstep: Class 14 contains 4283 members 
Mstep: Class 15 contains 4105 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 17778 members 
Mstep: Class 19 contains 29550 members 
Mstep: Class 20 contains 25491 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 1083 members 
Mstep: Class 23 contains 21361 members 
Mstep: Class 24 contains 4954 members 
Mstep: Class 25 contains 51491 members 
Mstep: Class 26 contains 10959 members 
Mstep: Class 27 contains 4223 members 
Mstep: Class 28 contains 5394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65933984.000000 Penalty: 60839.660156
Iteration 75Q: 29 clusters Score -6.593398e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 19111 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 24174 members 
Mstep: Class 5 contains 19441 members 
Mstep: Class 6 contains 16862 members 
Mstep: Class 7 contains 124682 members 
Mstep: Class 8 contains 38944 members 
Mstep: Class 9 contains 11209 members 
Mstep: Class 10 contains 183889 members 
Mstep: Class 11 contains 293 members 
Mstep: Class 12 contains 4653 members 
Mstep: Class 13 contains 6174 members 
Mstep: Class 14 contains 4281 members 
Mstep: Class 15 contains 4104 members 
Mstep: Class 16 contains 1835 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 17840 members 
Mstep: Class 19 contains 29525 members 
Mstep: Class 20 contains 25075 members 
Mstep: Class 21 contains 969 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 21880 members 
Mstep: Class 24 contains 4945 members 
Mstep: Class 25 contains 51426 members 
Mstep: Class 26 contains 10947 members 
Mstep: Class 27 contains 4240 members 
Mstep: Class 28 contains 5406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65934240.000000 Penalty: 60839.660156
Iteration 76Q: 29 clusters Score -6.593424e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 19101 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 24187 members 
Mstep: Class 5 contains 19417 members 
Mstep: Class 6 contains 16828 members 
Mstep: Class 7 contains 124728 members 
Mstep: Class 8 contains 38993 members 
Mstep: Class 9 contains 11199 members 
Mstep: Class 10 contains 183753 members 
Mstep: Class 11 contains 293 members 
Mstep: Class 12 contains 4657 members 
Mstep: Class 13 contains 6166 members 
Mstep: Class 14 contains 4280 members 
Mstep: Class 15 contains 4102 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 2121 members 
Mstep: Class 18 contains 17889 members 
Mstep: Class 19 contains 29512 members 
Mstep: Class 20 contains 24708 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 1091 members 
Mstep: Class 23 contains 22388 members 
Mstep: Class 24 contains 4937 members 
Mstep: Class 25 contains 51371 members 
Mstep: Class 26 contains 10934 members 
Mstep: Class 27 contains 4254 members 
Mstep: Class 28 contains 5410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65934512.000000 Penalty: 60839.660156
Iteration 77Q: 29 clusters Score -6.593451e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 19087 members 
Mstep: Class 3 contains 4574 members 
Mstep: Class 4 contains 24179 members 
Mstep: Class 5 contains 19393 members 
Mstep: Class 6 contains 16809 members 
Mstep: Class 7 contains 124761 members 
Mstep: Class 8 contains 39073 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 183639 members 
Mstep: Class 11 contains 293 members 
Mstep: Class 12 contains 4664 members 
Mstep: Class 13 contains 6160 members 
Mstep: Class 14 contains 4280 members 
Mstep: Class 15 contains 4103 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 2124 members 
Mstep: Class 18 contains 17921 members 
Mstep: Class 19 contains 29486 members 
Mstep: Class 20 contains 24311 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 1097 members 
Mstep: Class 23 contains 22885 members 
Mstep: Class 24 contains 4939 members 
Mstep: Class 25 contains 51313 members 
Mstep: Class 26 contains 10927 members 
Mstep: Class 27 contains 4271 members 
Mstep: Class 28 contains 5411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65934592.000000 Penalty: 60839.660156
Iteration 78Q: 29 clusters Score -6.593459e+07 nChanged 1207
Entering ConstructFrom: 
Score: -65934592.000000 Penalty: 60839.660156
Entering ConstructFrom: 
Trying to split cluster 1 (1597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Entering Unmasked Estep 
Score: -146440.343750 Penalty: 1198.580811
	Iteration 0F: 2 clusters Score -146440.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -144678.062500 Penalty: 2397.161621
	Iteration 0F: 3 clusters Score -144678.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -145257.000000 Penalty: 2397.161621
	Iteration 1F: 3 clusters Score -145257 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -145608.140625 Penalty: 2397.161621
	Iteration 2F: 3 clusters Score -145608.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -145979.250000 Penalty: 2397.161621
	Iteration 3F: 3 clusters Score -145979.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -146490.203125 Penalty: 2397.161621
	Iteration 4F: 3 clusters Score -146490.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -146718.640625 Penalty: 2397.161621
	Iteration 5F: 3 clusters Score -146718.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -146865.046875 Penalty: 2397.161621
	Iteration 6Q: 3 clusters Score -146865 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -146922.828125 Penalty: 2397.161621
	Iteration 7Q: 3 clusters Score -146922.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -146953.609375 Penalty: 2397.161621
	Iteration 8Q: 3 clusters Score -146953.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -146974.062500 Penalty: 2397.161621
	Iteration 9Q: 3 clusters Score -146974.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -146985.578125 Penalty: 2397.161621
	Iteration 10Q: 3 clusters Score -146985.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -147005.828125 Penalty: 2397.161621
	Iteration 11Q: 3 clusters Score -147005.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -147022.921875 Penalty: 2397.161621
	Iteration 12Q: 3 clusters Score -147022.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -147026.203125 Penalty: 2397.161621
	Iteration 13Q: 3 clusters Score -147026.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -147027.640625 Penalty: 2397.161621
	Iteration 14Q: 3 clusters Score -147027.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -147031.546875 Penalty: 2397.161621
	Iteration 15Q: 3 clusters Score -147031.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -147033.062500 Penalty: 2397.161621
	Iteration 16Q: 3 clusters Score -147033.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -147034.375000 Penalty: 2397.161621
	Iteration 17Q: 3 clusters Score -147034.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -147040.171875 Penalty: 2397.161621
	Iteration 18Q: 3 clusters Score -147040.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -147045.062500 Penalty: 2397.161621
	Iteration 19Q: 3 clusters Score -147045.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -147047.921875 Penalty: 2397.161621
	Iteration 20F: 3 clusters Score -147047.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -147049.656250 Penalty: 2397.161621
	Iteration 21Q: 3 clusters Score -147049.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -147055.718750 Penalty: 2397.161621
	Iteration 22Q: 3 clusters Score -147055.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -147067.187500 Penalty: 2397.161621
	Iteration 23Q: 3 clusters Score -147067.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -147072.406250 Penalty: 2397.161621
	Iteration 24Q: 3 clusters Score -147072.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -147074.328125 Penalty: 2397.161621
	Iteration 25Q: 3 clusters Score -147074.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -147074.578125 Penalty: 2397.161621
	Iteration 26Q: 3 clusters Score -147074.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -147076.531250 Penalty: 2397.161621
	Iteration 27Q: 3 clusters Score -147076.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -147076.531250 Penalty: 2397.161621
	Iteration 28F: 3 clusters Score -147076.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 19066 members 
Mstep: Class 3 contains 4569 members 
Mstep: Class 4 contains 24190 members 
Mstep: Class 5 contains 19372 members 
Mstep: Class 6 contains 16795 members 
Mstep: Class 7 contains 124796 members 
Mstep: Class 8 contains 39145 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 183527 members 
Mstep: Class 11 contains 293 members 
Mstep: Class 12 contains 4669 members 
Mstep: Class 13 contains 6157 members 
Mstep: Class 14 contains 4280 members 
Mstep: Class 15 contains 4102 members 
Mstep: Class 16 contains 1815 members 
Mstep: Class 17 contains 2124 members 
Mstep: Class 18 contains 17942 members 
Mstep: Class 19 contains 29472 members 
Mstep: Class 20 contains 23929 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 1101 members 
Mstep: Class 23 contains 23348 members 
Mstep: Class 24 contains 4945 members 
Mstep: Class 25 contains 51250 members 
Mstep: Class 26 contains 10924 members 
Mstep: Class 27 contains 4286 members 
Mstep: Class 28 contains 5416 members 
Mstep: Class 29 contains 988 members 
Entering Unmasked Estep 
Score: -65934396.000000 Penalty: 63012.507812
Splitting cluster 1 changes total score from -65934592.000000 to -65934396.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (19066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Entering Unmasked Estep 
Score: -2010414.750000 Penalty: 1601.545166
	Iteration 0F: 2 clusters Score -2010415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1997468.125000 Penalty: 3203.090332
	Iteration 0F: 3 clusters Score -1997468 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2002454.625000 Penalty: 3203.090332
	Iteration 1F: 3 clusters Score -2002455 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2003357.250000 Penalty: 3203.090332
	Iteration 2F: 3 clusters Score -2003357 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2004539.375000 Penalty: 3203.090332
	Iteration 3F: 3 clusters Score -2004539 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2005918.125000 Penalty: 3203.090332
	Iteration 4F: 3 clusters Score -2005918 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2007263.375000 Penalty: 3203.090332
	Iteration 5F: 3 clusters Score -2007263 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2008288.500000 Penalty: 3203.090332
	Iteration 6F: 3 clusters Score -2008288 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2008850.750000 Penalty: 3203.090332
	Iteration 7Q: 3 clusters Score -2008851 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2009149.625000 Penalty: 3203.090332
	Iteration 8Q: 3 clusters Score -2009150 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2009318.625000 Penalty: 3203.090332
	Iteration 9Q: 3 clusters Score -2009319 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2009415.875000 Penalty: 3203.090332
	Iteration 10Q: 3 clusters Score -2009416 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2009477.500000 Penalty: 3203.090332
	Iteration 11Q: 3 clusters Score -2009478 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2009504.125000 Penalty: 3203.090332
	Iteration 12Q: 3 clusters Score -2009504 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2009545.500000 Penalty: 3203.090332
	Iteration 13Q: 3 clusters Score -2009546 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2009559.500000 Penalty: 3203.090332
	Iteration 14Q: 3 clusters Score -2009560 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2009572.750000 Penalty: 3203.090332
	Iteration 15Q: 3 clusters Score -2009573 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2009580.250000 Penalty: 3203.090332
	Iteration 16Q: 3 clusters Score -2009580 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2009583.750000 Penalty: 3203.090332
	Iteration 17Q: 3 clusters Score -2009584 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2009595.000000 Penalty: 3203.090332
	Iteration 18Q: 3 clusters Score -2009595 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2009607.625000 Penalty: 3203.090332
	Iteration 19Q: 3 clusters Score -2009608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2009615.000000 Penalty: 3203.090332
	Iteration 20F: 3 clusters Score -2009615 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2009628.125000 Penalty: 3203.090332
	Iteration 21Q: 3 clusters Score -2009628 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2009634.375000 Penalty: 3203.090332
	Iteration 22Q: 3 clusters Score -2009634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -2009631.250000 Penalty: 3203.090332
	Iteration 23Q: 3 clusters Score -2009631 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2009633.375000 Penalty: 3203.090332
	Iteration 24Q: 3 clusters Score -2009633 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2009638.625000 Penalty: 3203.090332
	Iteration 25Q: 3 clusters Score -2009639 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2009642.625000 Penalty: 3203.090332
	Iteration 26Q: 3 clusters Score -2009643 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2009647.750000 Penalty: 3203.090332
	Iteration 27Q: 3 clusters Score -2009648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2009652.750000 Penalty: 3203.090332
	Iteration 28Q: 3 clusters Score -2009653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2009653.875000 Penalty: 3203.090332
	Iteration 29Q: 3 clusters Score -2009654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2009657.875000 Penalty: 3203.090332
	Iteration 30Q: 3 clusters Score -2009658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2009664.250000 Penalty: 3203.090332
	Iteration 31Q: 3 clusters Score -2009664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2009663.750000 Penalty: 3203.090332
	Iteration 32Q: 3 clusters Score -2009664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2009664.250000 Penalty: 3203.090332
	Iteration 33Q: 3 clusters Score -2009664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2009666.500000 Penalty: 3203.090332
	Iteration 34Q: 3 clusters Score -2009666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2009668.000000 Penalty: 3203.090332
	Iteration 35Q: 3 clusters Score -2009668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2009667.625000 Penalty: 3203.090332
	Iteration 36Q: 3 clusters Score -2009668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2009671.125000 Penalty: 3203.090332
	Iteration 37Q: 3 clusters Score -2009671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2009675.125000 Penalty: 3203.090332
	Iteration 38Q: 3 clusters Score -2009675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2009676.875000 Penalty: 3203.090332
	Iteration 39Q: 3 clusters Score -2009677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -2009675.750000 Penalty: 3203.090332
	Iteration 40F: 3 clusters Score -2009676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2009670.125000 Penalty: 3203.090332
	Iteration 41Q: 3 clusters Score -2009670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -2009671.625000 Penalty: 3203.090332
	Iteration 42Q: 3 clusters Score -2009672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2009679.875000 Penalty: 3203.090332
	Iteration 43Q: 3 clusters Score -2009680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2009681.500000 Penalty: 3203.090332
	Iteration 44Q: 3 clusters Score -2009682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2009689.500000 Penalty: 3203.090332
	Iteration 45Q: 3 clusters Score -2009690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2009694.250000 Penalty: 3203.090332
	Iteration 46Q: 3 clusters Score -2009694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2009691.250000 Penalty: 3203.090332
	Iteration 47Q: 3 clusters Score -2009691 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2009698.000000 Penalty: 3203.090332
	Iteration 48Q: 3 clusters Score -2009698 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2009706.500000 Penalty: 3203.090332
	Iteration 49Q: 3 clusters Score -2009706 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2009709.875000 Penalty: 3203.090332
	Iteration 50Q: 3 clusters Score -2009710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2009714.750000 Penalty: 3203.090332
	Iteration 51Q: 3 clusters Score -2009715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2009716.000000 Penalty: 3203.090332
	Iteration 52Q: 3 clusters Score -2009716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2009716.625000 Penalty: 3203.090332
	Iteration 53Q: 3 clusters Score -2009717 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2009729.625000 Penalty: 3203.090332
	Iteration 54Q: 3 clusters Score -2009730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2009726.750000 Penalty: 3203.090332
	Iteration 55Q: 3 clusters Score -2009727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2009729.375000 Penalty: 3203.090332
	Iteration 56Q: 3 clusters Score -2009729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2009738.750000 Penalty: 3203.090332
	Iteration 57Q: 3 clusters Score -2009739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2009737.875000 Penalty: 3203.090332
	Iteration 58Q: 3 clusters Score -2009738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2009736.500000 Penalty: 3203.090332
	Iteration 59Q: 3 clusters Score -2009736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2009733.875000 Penalty: 3203.090332
	Iteration 60F: 3 clusters Score -2009734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2009738.125000 Penalty: 3203.090332
	Iteration 61Q: 3 clusters Score -2009738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2009740.750000 Penalty: 3203.090332
	Iteration 62Q: 3 clusters Score -2009741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2009752.000000 Penalty: 3203.090332
	Iteration 63Q: 3 clusters Score -2009752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2009754.375000 Penalty: 3203.090332
	Iteration 64Q: 3 clusters Score -2009754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2009753.000000 Penalty: 3203.090332
	Iteration 65Q: 3 clusters Score -2009753 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2009763.000000 Penalty: 3203.090332
	Iteration 66Q: 3 clusters Score -2009763 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2009764.500000 Penalty: 3203.090332
	Iteration 67Q: 3 clusters Score -2009764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2009763.625000 Penalty: 3203.090332
	Iteration 68Q: 3 clusters Score -2009764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2009772.750000 Penalty: 3203.090332
	Iteration 69Q: 3 clusters Score -2009773 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2009774.750000 Penalty: 3203.090332
	Iteration 70Q: 3 clusters Score -2009775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2009774.875000 Penalty: 3203.090332
	Iteration 71Q: 3 clusters Score -2009775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2009775.750000 Penalty: 3203.090332
	Iteration 72Q: 3 clusters Score -2009776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2009772.250000 Penalty: 3203.090332
	Iteration 73Q: 3 clusters Score -2009772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2009784.375000 Penalty: 3203.090332
	Iteration 74Q: 3 clusters Score -2009784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2009789.000000 Penalty: 3203.090332
	Iteration 75Q: 3 clusters Score -2009789 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2009793.000000 Penalty: 3203.090332
	Iteration 76Q: 3 clusters Score -2009793 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2009800.500000 Penalty: 3203.090332
	Iteration 77Q: 3 clusters Score -2009800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2009804.125000 Penalty: 3203.090332
	Iteration 78Q: 3 clusters Score -2009804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2009811.375000 Penalty: 3203.090332
	Iteration 79Q: 3 clusters Score -2009811 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2009819.375000 Penalty: 3203.090332
	Iteration 80F: 3 clusters Score -2009819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2009818.125000 Penalty: 3203.090332
	Iteration 81Q: 3 clusters Score -2009818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2009823.125000 Penalty: 3203.090332
	Iteration 82Q: 3 clusters Score -2009823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2009827.000000 Penalty: 3203.090332
	Iteration 83Q: 3 clusters Score -2009827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2009827.250000 Penalty: 3203.090332
	Iteration 84Q: 3 clusters Score -2009827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2009829.250000 Penalty: 3203.090332
	Iteration 85Q: 3 clusters Score -2009829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2009830.625000 Penalty: 3203.090332
	Iteration 86Q: 3 clusters Score -2009831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2009827.750000 Penalty: 3203.090332
	Iteration 87Q: 3 clusters Score -2009828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2009827.750000 Penalty: 3203.090332
	Iteration 88Q: 3 clusters Score -2009828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2009832.000000 Penalty: 3203.090332
	Iteration 89Q: 3 clusters Score -2009832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2009836.125000 Penalty: 3203.090332
	Iteration 90Q: 3 clusters Score -2009836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2009837.875000 Penalty: 3203.090332
	Iteration 91Q: 3 clusters Score -2009838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2009838.500000 Penalty: 3203.090332
	Iteration 92Q: 3 clusters Score -2009838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2009844.375000 Penalty: 3203.090332
	Iteration 93Q: 3 clusters Score -2009844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2009849.000000 Penalty: 3203.090332
	Iteration 94Q: 3 clusters Score -2009849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2009845.625000 Penalty: 3203.090332
	Iteration 95Q: 3 clusters Score -2009846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2009850.500000 Penalty: 3203.090332
	Iteration 96Q: 3 clusters Score -2009850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2009848.625000 Penalty: 3203.090332
	Iteration 97Q: 3 clusters Score -2009849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2009858.375000 Penalty: 3203.090332
	Iteration 98Q: 3 clusters Score -2009858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2009862.125000 Penalty: 3203.090332
	Iteration 99Q: 3 clusters Score -2009862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2009862.625000 Penalty: 3203.090332
	Iteration 100F: 3 clusters Score -2009863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2009864.125000 Penalty: 3203.090332
	Iteration 101Q: 3 clusters Score -2009864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2009874.125000 Penalty: 3203.090332
	Iteration 102Q: 3 clusters Score -2009874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2009877.625000 Penalty: 3203.090332
	Iteration 103Q: 3 clusters Score -2009878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2009883.750000 Penalty: 3203.090332
	Iteration 104Q: 3 clusters Score -2009884 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2009887.875000 Penalty: 3203.090332
	Iteration 105Q: 3 clusters Score -2009888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2009890.750000 Penalty: 3203.090332
	Iteration 106Q: 3 clusters Score -2009891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2009892.625000 Penalty: 3203.090332
	Iteration 107Q: 3 clusters Score -2009893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2009895.125000 Penalty: 3203.090332
	Iteration 108Q: 3 clusters Score -2009895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2009895.375000 Penalty: 3203.090332
	Iteration 109Q: 3 clusters Score -2009895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2009897.625000 Penalty: 3203.090332
	Iteration 110Q: 3 clusters Score -2009898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2009899.000000 Penalty: 3203.090332
	Iteration 111Q: 3 clusters Score -2009899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2009896.250000 Penalty: 3203.090332
	Iteration 112Q: 3 clusters Score -2009896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2009896.875000 Penalty: 3203.090332
	Iteration 113Q: 3 clusters Score -2009897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2009899.000000 Penalty: 3203.090332
	Iteration 114Q: 3 clusters Score -2009899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2009901.250000 Penalty: 3203.090332
	Iteration 115Q: 3 clusters Score -2009901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2009901.625000 Penalty: 3203.090332
	Iteration 116Q: 3 clusters Score -2009902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2009903.250000 Penalty: 3203.090332
	Iteration 117Q: 3 clusters Score -2009903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2009908.375000 Penalty: 3203.090332
	Iteration 118Q: 3 clusters Score -2009908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2009912.000000 Penalty: 3203.090332
	Iteration 119Q: 3 clusters Score -2009912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2009915.625000 Penalty: 3203.090332
	Iteration 120F: 3 clusters Score -2009916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2009921.750000 Penalty: 3203.090332
	Iteration 121Q: 3 clusters Score -2009922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2009922.250000 Penalty: 3203.090332
	Iteration 122Q: 3 clusters Score -2009922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2009919.875000 Penalty: 3203.090332
	Iteration 123Q: 3 clusters Score -2009920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2009925.750000 Penalty: 3203.090332
	Iteration 124Q: 3 clusters Score -2009926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2009926.125000 Penalty: 3203.090332
	Iteration 125Q: 3 clusters Score -2009926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2009927.500000 Penalty: 3203.090332
	Iteration 126Q: 3 clusters Score -2009928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2009927.625000 Penalty: 3203.090332
	Iteration 127Q: 3 clusters Score -2009928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2009928.250000 Penalty: 3203.090332
	Iteration 128Q: 3 clusters Score -2009928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2009932.250000 Penalty: 3203.090332
	Iteration 129Q: 3 clusters Score -2009932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2009932.375000 Penalty: 3203.090332
	Iteration 130Q: 3 clusters Score -2009932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2009929.125000 Penalty: 3203.090332
	Iteration 131Q: 3 clusters Score -2009929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2009932.375000 Penalty: 3203.090332
	Iteration 132Q: 3 clusters Score -2009932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2009936.125000 Penalty: 3203.090332
	Iteration 133Q: 3 clusters Score -2009936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2009937.875000 Penalty: 3203.090332
	Iteration 134Q: 3 clusters Score -2009938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2009938.125000 Penalty: 3203.090332
	Iteration 135Q: 3 clusters Score -2009938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2009939.250000 Penalty: 3203.090332
	Iteration 136Q: 3 clusters Score -2009939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2009943.125000 Penalty: 3203.090332
	Iteration 137Q: 3 clusters Score -2009943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2009947.125000 Penalty: 3203.090332
	Iteration 138Q: 3 clusters Score -2009947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2009950.250000 Penalty: 3203.090332
	Iteration 139Q: 3 clusters Score -2009950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2009952.500000 Penalty: 3203.090332
	Iteration 140F: 3 clusters Score -2009952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2009955.375000 Penalty: 3203.090332
	Iteration 141Q: 3 clusters Score -2009955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2009957.125000 Penalty: 3203.090332
	Iteration 142Q: 3 clusters Score -2009957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2009956.625000 Penalty: 3203.090332
	Iteration 143Q: 3 clusters Score -2009957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2009958.250000 Penalty: 3203.090332
	Iteration 144Q: 3 clusters Score -2009958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2009959.750000 Penalty: 3203.090332
	Iteration 145Q: 3 clusters Score -2009960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2009960.625000 Penalty: 3203.090332
	Iteration 146Q: 3 clusters Score -2009961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2009961.250000 Penalty: 3203.090332
	Iteration 147Q: 3 clusters Score -2009961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2009963.750000 Penalty: 3203.090332
	Iteration 148Q: 3 clusters Score -2009964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2009963.250000 Penalty: 3203.090332
	Iteration 149Q: 3 clusters Score -2009963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2009971.125000 Penalty: 3203.090332
	Iteration 150Q: 3 clusters Score -2009971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2009974.375000 Penalty: 3203.090332
	Iteration 151Q: 3 clusters Score -2009974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2009973.750000 Penalty: 3203.090332
	Iteration 152Q: 3 clusters Score -2009974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2009977.000000 Penalty: 3203.090332
	Iteration 153Q: 3 clusters Score -2009977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2009978.125000 Penalty: 3203.090332
	Iteration 154Q: 3 clusters Score -2009978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2009979.625000 Penalty: 3203.090332
	Iteration 155Q: 3 clusters Score -2009980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2009978.250000 Penalty: 3203.090332
	Iteration 156Q: 3 clusters Score -2009978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2009978.250000 Penalty: 3203.090332
	Iteration 157F: 3 clusters Score -2009978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Entering Unmasked Estep 
Score: -468506.750000 Penalty: 1369.395508
	Iteration 0F: 2 clusters Score -468506.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -464801.656250 Penalty: 2738.791016
	Iteration 0F: 3 clusters Score -464801.7 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -465920.250000 Penalty: 2738.791016
	Iteration 1F: 3 clusters Score -465920.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -466162.250000 Penalty: 2738.791016
	Iteration 2F: 3 clusters Score -466162.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -466347.531250 Penalty: 2738.791016
	Iteration 3F: 3 clusters Score -466347.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -466537.000000 Penalty: 2738.791016
	Iteration 4F: 3 clusters Score -466537 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -466705.437500 Penalty: 2738.791016
	Iteration 5Q: 3 clusters Score -466705.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -466861.656250 Penalty: 2738.791016
	Iteration 6Q: 3 clusters Score -466861.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -466999.593750 Penalty: 2738.791016
	Iteration 7Q: 3 clusters Score -466999.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -467143.937500 Penalty: 2738.791016
	Iteration 8Q: 3 clusters Score -467143.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -467261.406250 Penalty: 2738.791016
	Iteration 9Q: 3 clusters Score -467261.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -467328.906250 Penalty: 2738.791016
	Iteration 10Q: 3 clusters Score -467328.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -467370.531250 Penalty: 2738.791016
	Iteration 11Q: 3 clusters Score -467370.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -467392.718750 Penalty: 2738.791016
	Iteration 12Q: 3 clusters Score -467392.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -467407.562500 Penalty: 2738.791016
	Iteration 13Q: 3 clusters Score -467407.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -467420.000000 Penalty: 2738.791016
	Iteration 14Q: 3 clusters Score -467420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -467426.187500 Penalty: 2738.791016
	Iteration 15Q: 3 clusters Score -467426.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -467434.000000 Penalty: 2738.791016
	Iteration 16Q: 3 clusters Score -467434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -467441.062500 Penalty: 2738.791016
	Iteration 17Q: 3 clusters Score -467441.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -467452.656250 Penalty: 2738.791016
	Iteration 18Q: 3 clusters Score -467452.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -467461.781250 Penalty: 2738.791016
	Iteration 19Q: 3 clusters Score -467461.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -467471.781250 Penalty: 2738.791016
	Iteration 20F: 3 clusters Score -467471.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -467478.718750 Penalty: 2738.791016
	Iteration 21Q: 3 clusters Score -467478.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -467488.593750 Penalty: 2738.791016
	Iteration 22Q: 3 clusters Score -467488.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -467503.968750 Penalty: 2738.791016
	Iteration 23Q: 3 clusters Score -467504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -467526.625000 Penalty: 2738.791016
	Iteration 24Q: 3 clusters Score -467526.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -467561.875000 Penalty: 2738.791016
	Iteration 25Q: 3 clusters Score -467561.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -467606.812500 Penalty: 2738.791016
	Iteration 26Q: 3 clusters Score -467606.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -467655.906250 Penalty: 2738.791016
	Iteration 27Q: 3 clusters Score -467655.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -467696.125000 Penalty: 2738.791016
	Iteration 28Q: 3 clusters Score -467696.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -467734.375000 Penalty: 2738.791016
	Iteration 29Q: 3 clusters Score -467734.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -467772.562500 Penalty: 2738.791016
	Iteration 30Q: 3 clusters Score -467772.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -467809.750000 Penalty: 2738.791016
	Iteration 31Q: 3 clusters Score -467809.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -467849.281250 Penalty: 2738.791016
	Iteration 32Q: 3 clusters Score -467849.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -467893.687500 Penalty: 2738.791016
	Iteration 33Q: 3 clusters Score -467893.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -467938.718750 Penalty: 2738.791016
	Iteration 34Q: 3 clusters Score -467938.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -467969.906250 Penalty: 2738.791016
	Iteration 35Q: 3 clusters Score -467969.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -467999.156250 Penalty: 2738.791016
	Iteration 36Q: 3 clusters Score -467999.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -468024.312500 Penalty: 2738.791016
	Iteration 37Q: 3 clusters Score -468024.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -468056.000000 Penalty: 2738.791016
	Iteration 38Q: 3 clusters Score -468056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -468076.031250 Penalty: 2738.791016
	Iteration 39Q: 3 clusters Score -468076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -468088.000000 Penalty: 2738.791016
	Iteration 40F: 3 clusters Score -468088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -468092.750000 Penalty: 2738.791016
	Iteration 41Q: 3 clusters Score -468092.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -468096.062500 Penalty: 2738.791016
	Iteration 42Q: 3 clusters Score -468096.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -468095.718750 Penalty: 2738.791016
	Iteration 43Q: 3 clusters Score -468095.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -468098.125000 Penalty: 2738.791016
	Iteration 44Q: 3 clusters Score -468098.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -468099.656250 Penalty: 2738.791016
	Iteration 45Q: 3 clusters Score -468099.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -468103.218750 Penalty: 2738.791016
	Iteration 46Q: 3 clusters Score -468103.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -468105.156250 Penalty: 2738.791016
	Iteration 47Q: 3 clusters Score -468105.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -468108.000000 Penalty: 2738.791016
	Iteration 48Q: 3 clusters Score -468108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -468108.375000 Penalty: 2738.791016
	Iteration 49Q: 3 clusters Score -468108.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -468109.281250 Penalty: 2738.791016
	Iteration 50Q: 3 clusters Score -468109.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -468109.406250 Penalty: 2738.791016
	Iteration 51Q: 3 clusters Score -468109.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -468111.000000 Penalty: 2738.791016
	Iteration 52Q: 3 clusters Score -468111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -468110.906250 Penalty: 2738.791016
	Iteration 53Q: 3 clusters Score -468110.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -468110.906250 Penalty: 2738.791016
	Iteration 54F: 3 clusters Score -468110.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Entering Unmasked Estep 
Score: -2570542.500000 Penalty: 1640.225342
	Iteration 0F: 2 clusters Score -2570542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2553972.000000 Penalty: 3280.450684
	Iteration 0F: 3 clusters Score -2553972 nChanged 11101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2559994.750000 Penalty: 3280.450684
	Iteration 1F: 3 clusters Score -2559995 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2560335.250000 Penalty: 3280.450684
	Iteration 2Q: 3 clusters Score -2560335 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2560665.250000 Penalty: 3280.450684
	Iteration 3Q: 3 clusters Score -2560665 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2560984.750000 Penalty: 3280.450684
	Iteration 4Q: 3 clusters Score -2560985 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2561374.750000 Penalty: 3280.450684
	Iteration 5Q: 3 clusters Score -2561375 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2561835.000000 Penalty: 3280.450684
	Iteration 6Q: 3 clusters Score -2561835 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2562440.000000 Penalty: 3280.450684
	Iteration 7Q: 3 clusters Score -2562440 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2563258.750000 Penalty: 3280.450684
	Iteration 8F: 3 clusters Score -2563259 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2564240.750000 Penalty: 3280.450684
	Iteration 9F: 3 clusters Score -2564241 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2565362.000000 Penalty: 3280.450684
	Iteration 10F: 3 clusters Score -2565362 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -2566434.000000 Penalty: 3280.450684
	Iteration 11F: 3 clusters Score -2566434 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -2567324.500000 Penalty: 3280.450684
	Iteration 12Q: 3 clusters Score -2567324 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -2567947.250000 Penalty: 3280.450684
	Iteration 13Q: 3 clusters Score -2567947 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -2568330.250000 Penalty: 3280.450684
	Iteration 14Q: 3 clusters Score -2568330 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -2568576.750000 Penalty: 3280.450684
	Iteration 15Q: 3 clusters Score -2568577 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -2568770.250000 Penalty: 3280.450684
	Iteration 16Q: 3 clusters Score -2568770 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -2568911.750000 Penalty: 3280.450684
	Iteration 17Q: 3 clusters Score -2568912 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -2568985.000000 Penalty: 3280.450684
	Iteration 18Q: 3 clusters Score -2568985 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -2569053.750000 Penalty: 3280.450684
	Iteration 19Q: 3 clusters Score -2569054 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -2569095.250000 Penalty: 3280.450684
	Iteration 20F: 3 clusters Score -2569095 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -2569121.750000 Penalty: 3280.450684
	Iteration 21Q: 3 clusters Score -2569122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -2569136.000000 Penalty: 3280.450684
	Iteration 22Q: 3 clusters Score -2569136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -2569147.250000 Penalty: 3280.450684
	Iteration 23Q: 3 clusters Score -2569147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -2569167.250000 Penalty: 3280.450684
	Iteration 24Q: 3 clusters Score -2569167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -2569188.000000 Penalty: 3280.450684
	Iteration 25Q: 3 clusters Score -2569188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -2569198.750000 Penalty: 3280.450684
	Iteration 26Q: 3 clusters Score -2569199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -2569208.000000 Penalty: 3280.450684
	Iteration 27Q: 3 clusters Score -2569208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -2569220.750000 Penalty: 3280.450684
	Iteration 28Q: 3 clusters Score -2569221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -2569228.000000 Penalty: 3280.450684
	Iteration 29Q: 3 clusters Score -2569228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -2569231.500000 Penalty: 3280.450684
	Iteration 30Q: 3 clusters Score -2569232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -2569235.250000 Penalty: 3280.450684
	Iteration 31Q: 3 clusters Score -2569235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -2569235.000000 Penalty: 3280.450684
	Iteration 32Q: 3 clusters Score -2569235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -2569238.500000 Penalty: 3280.450684
	Iteration 33Q: 3 clusters Score -2569238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -2569242.250000 Penalty: 3280.450684
	Iteration 34Q: 3 clusters Score -2569242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -2569244.000000 Penalty: 3280.450684
	Iteration 35Q: 3 clusters Score -2569244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -2569251.250000 Penalty: 3280.450684
	Iteration 36Q: 3 clusters Score -2569251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -2569250.750000 Penalty: 3280.450684
	Iteration 37Q: 3 clusters Score -2569251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -2569253.500000 Penalty: 3280.450684
	Iteration 38Q: 3 clusters Score -2569254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -2569255.750000 Penalty: 3280.450684
	Iteration 39Q: 3 clusters Score -2569256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -2569255.750000 Penalty: 3280.450684
	Iteration 40F: 3 clusters Score -2569256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Entering Unmasked Estep 
Score: -2034883.875000 Penalty: 1604.132446
	Iteration 0F: 2 clusters Score -2034884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2021695.500000 Penalty: 3208.264893
	Iteration 0F: 3 clusters Score -2021696 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2026423.500000 Penalty: 3208.264893
	Iteration 1F: 3 clusters Score -2026424 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2026794.250000 Penalty: 3208.264893
	Iteration 2F: 3 clusters Score -2026794 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2027163.500000 Penalty: 3208.264893
	Iteration 3Q: 3 clusters Score -2027164 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2027602.625000 Penalty: 3208.264893
	Iteration 4Q: 3 clusters Score -2027603 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2028154.625000 Penalty: 3208.264893
	Iteration 5F: 3 clusters Score -2028155 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2028779.750000 Penalty: 3208.264893
	Iteration 6F: 3 clusters Score -2028780 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2029414.750000 Penalty: 3208.264893
	Iteration 7F: 3 clusters Score -2029415 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -2030007.750000 Penalty: 3208.264893
	Iteration 8F: 3 clusters Score -2030008 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2030541.750000 Penalty: 3208.264893
	Iteration 9Q: 3 clusters Score -2030542 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2031067.125000 Penalty: 3208.264893
	Iteration 10Q: 3 clusters Score -2031067 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2031562.250000 Penalty: 3208.264893
	Iteration 11Q: 3 clusters Score -2031562 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2032054.875000 Penalty: 3208.264893
	Iteration 12Q: 3 clusters Score -2032055 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2032435.250000 Penalty: 3208.264893
	Iteration 13Q: 3 clusters Score -2032435 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -2032710.250000 Penalty: 3208.264893
	Iteration 14Q: 3 clusters Score -2032710 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2032879.250000 Penalty: 3208.264893
	Iteration 15Q: 3 clusters Score -2032879 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2032978.500000 Penalty: 3208.264893
	Iteration 16Q: 3 clusters Score -2032978 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2033073.750000 Penalty: 3208.264893
	Iteration 17Q: 3 clusters Score -2033074 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2033137.625000 Penalty: 3208.264893
	Iteration 18Q: 3 clusters Score -2033138 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2033195.375000 Penalty: 3208.264893
	Iteration 19Q: 3 clusters Score -2033195 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2033249.625000 Penalty: 3208.264893
	Iteration 20F: 3 clusters Score -2033250 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2033302.625000 Penalty: 3208.264893
	Iteration 21Q: 3 clusters Score -2033303 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2033361.000000 Penalty: 3208.264893
	Iteration 22Q: 3 clusters Score -2033361 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2033416.500000 Penalty: 3208.264893
	Iteration 23Q: 3 clusters Score -2033416 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2033485.625000 Penalty: 3208.264893
	Iteration 24Q: 3 clusters Score -2033486 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2033548.250000 Penalty: 3208.264893
	Iteration 25Q: 3 clusters Score -2033548 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2033594.500000 Penalty: 3208.264893
	Iteration 26Q: 3 clusters Score -2033594 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2033629.750000 Penalty: 3208.264893
	Iteration 27Q: 3 clusters Score -2033630 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2033651.750000 Penalty: 3208.264893
	Iteration 28Q: 3 clusters Score -2033652 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2033675.375000 Penalty: 3208.264893
	Iteration 29Q: 3 clusters Score -2033675 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2033709.750000 Penalty: 3208.264893
	Iteration 30Q: 3 clusters Score -2033710 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2033737.500000 Penalty: 3208.264893
	Iteration 31Q: 3 clusters Score -2033738 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2033751.500000 Penalty: 3208.264893
	Iteration 32Q: 3 clusters Score -2033752 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2033761.000000 Penalty: 3208.264893
	Iteration 33Q: 3 clusters Score -2033761 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -2033762.125000 Penalty: 3208.264893
	Iteration 34Q: 3 clusters Score -2033762 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2033768.500000 Penalty: 3208.264893
	Iteration 35Q: 3 clusters Score -2033768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2033778.125000 Penalty: 3208.264893
	Iteration 36Q: 3 clusters Score -2033778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2033789.000000 Penalty: 3208.264893
	Iteration 37Q: 3 clusters Score -2033789 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2033794.875000 Penalty: 3208.264893
	Iteration 38Q: 3 clusters Score -2033795 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2033800.375000 Penalty: 3208.264893
	Iteration 39Q: 3 clusters Score -2033800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2033797.000000 Penalty: 3208.264893
	Iteration 40F: 3 clusters Score -2033797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2033798.250000 Penalty: 3208.264893
	Iteration 41Q: 3 clusters Score -2033798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2033801.500000 Penalty: 3208.264893
	Iteration 42Q: 3 clusters Score -2033802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2033802.000000 Penalty: 3208.264893
	Iteration 43Q: 3 clusters Score -2033802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2033804.250000 Penalty: 3208.264893
	Iteration 44Q: 3 clusters Score -2033804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2033801.500000 Penalty: 3208.264893
	Iteration 45Q: 3 clusters Score -2033802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2033800.625000 Penalty: 3208.264893
	Iteration 46Q: 3 clusters Score -2033801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2033803.625000 Penalty: 3208.264893
	Iteration 47Q: 3 clusters Score -2033804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2033804.375000 Penalty: 3208.264893
	Iteration 48Q: 3 clusters Score -2033804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2033803.625000 Penalty: 3208.264893
	Iteration 49Q: 3 clusters Score -2033804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2033804.000000 Penalty: 3208.264893
	Iteration 50Q: 3 clusters Score -2033804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2033805.875000 Penalty: 3208.264893
	Iteration 51Q: 3 clusters Score -2033806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2033805.125000 Penalty: 3208.264893
	Iteration 52Q: 3 clusters Score -2033805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2033803.875000 Penalty: 3208.264893
	Iteration 53Q: 3 clusters Score -2033804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2033806.000000 Penalty: 3208.264893
	Iteration 54Q: 3 clusters Score -2033806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2033804.125000 Penalty: 3208.264893
	Iteration 55Q: 3 clusters Score -2033804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2033804.125000 Penalty: 3208.264893
	Iteration 56F: 3 clusters Score -2033804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Entering Unmasked Estep 
Score: -1749009.500000 Penalty: 1580.935913
	Iteration 0F: 2 clusters Score -1749010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1737456.625000 Penalty: 3161.871826
	Iteration 0F: 3 clusters Score -1737457 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1741604.000000 Penalty: 3161.871826
	Iteration 1F: 3 clusters Score -1741604 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1742127.500000 Penalty: 3161.871826
	Iteration 2F: 3 clusters Score -1742128 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1742801.000000 Penalty: 3161.871826
	Iteration 3F: 3 clusters Score -1742801 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1743572.125000 Penalty: 3161.871826
	Iteration 4F: 3 clusters Score -1743572 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1744343.750000 Penalty: 3161.871826
	Iteration 5F: 3 clusters Score -1744344 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1745029.750000 Penalty: 3161.871826
	Iteration 6F: 3 clusters Score -1745030 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1745568.625000 Penalty: 3161.871826
	Iteration 7F: 3 clusters Score -1745569 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1746025.250000 Penalty: 3161.871826
	Iteration 8Q: 3 clusters Score -1746025 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1746417.375000 Penalty: 3161.871826
	Iteration 9Q: 3 clusters Score -1746417 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1746764.000000 Penalty: 3161.871826
	Iteration 10Q: 3 clusters Score -1746764 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1747082.375000 Penalty: 3161.871826
	Iteration 11Q: 3 clusters Score -1747082 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1747365.750000 Penalty: 3161.871826
	Iteration 12Q: 3 clusters Score -1747366 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1747599.125000 Penalty: 3161.871826
	Iteration 13Q: 3 clusters Score -1747599 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1747791.125000 Penalty: 3161.871826
	Iteration 14Q: 3 clusters Score -1747791 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1747924.750000 Penalty: 3161.871826
	Iteration 15Q: 3 clusters Score -1747925 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1748031.375000 Penalty: 3161.871826
	Iteration 16Q: 3 clusters Score -1748031 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1748110.500000 Penalty: 3161.871826
	Iteration 17Q: 3 clusters Score -1748110 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1748166.250000 Penalty: 3161.871826
	Iteration 18Q: 3 clusters Score -1748166 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1748221.875000 Penalty: 3161.871826
	Iteration 19Q: 3 clusters Score -1748222 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1748264.625000 Penalty: 3161.871826
	Iteration 20F: 3 clusters Score -1748265 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1748305.750000 Penalty: 3161.871826
	Iteration 21Q: 3 clusters Score -1748306 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1748346.375000 Penalty: 3161.871826
	Iteration 22Q: 3 clusters Score -1748346 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1748395.875000 Penalty: 3161.871826
	Iteration 23Q: 3 clusters Score -1748396 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1748443.000000 Penalty: 3161.871826
	Iteration 24Q: 3 clusters Score -1748443 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1748466.750000 Penalty: 3161.871826
	Iteration 25Q: 3 clusters Score -1748467 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1748500.000000 Penalty: 3161.871826
	Iteration 26Q: 3 clusters Score -1748500 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1748528.625000 Penalty: 3161.871826
	Iteration 27Q: 3 clusters Score -1748529 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1748537.125000 Penalty: 3161.871826
	Iteration 28Q: 3 clusters Score -1748537 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1748543.750000 Penalty: 3161.871826
	Iteration 29Q: 3 clusters Score -1748544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1748551.875000 Penalty: 3161.871826
	Iteration 30Q: 3 clusters Score -1748552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1748557.375000 Penalty: 3161.871826
	Iteration 31Q: 3 clusters Score -1748557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1748562.000000 Penalty: 3161.871826
	Iteration 32Q: 3 clusters Score -1748562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1748567.875000 Penalty: 3161.871826
	Iteration 33Q: 3 clusters Score -1748568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1748576.875000 Penalty: 3161.871826
	Iteration 34Q: 3 clusters Score -1748577 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1748582.125000 Penalty: 3161.871826
	Iteration 35Q: 3 clusters Score -1748582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1748583.250000 Penalty: 3161.871826
	Iteration 36Q: 3 clusters Score -1748583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1748590.750000 Penalty: 3161.871826
	Iteration 37Q: 3 clusters Score -1748591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1748594.875000 Penalty: 3161.871826
	Iteration 38Q: 3 clusters Score -1748595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1748598.500000 Penalty: 3161.871826
	Iteration 39Q: 3 clusters Score -1748598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1748605.875000 Penalty: 3161.871826
	Iteration 40F: 3 clusters Score -1748606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1748618.625000 Penalty: 3161.871826
	Iteration 41Q: 3 clusters Score -1748619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1748620.375000 Penalty: 3161.871826
	Iteration 42Q: 3 clusters Score -1748620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1748626.750000 Penalty: 3161.871826
	Iteration 43Q: 3 clusters Score -1748627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1748635.625000 Penalty: 3161.871826
	Iteration 44Q: 3 clusters Score -1748636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1748641.875000 Penalty: 3161.871826
	Iteration 45Q: 3 clusters Score -1748642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1748647.875000 Penalty: 3161.871826
	Iteration 46Q: 3 clusters Score -1748648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1748652.750000 Penalty: 3161.871826
	Iteration 47Q: 3 clusters Score -1748653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1748657.625000 Penalty: 3161.871826
	Iteration 48Q: 3 clusters Score -1748658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1748660.250000 Penalty: 3161.871826
	Iteration 49Q: 3 clusters Score -1748660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1748662.750000 Penalty: 3161.871826
	Iteration 50Q: 3 clusters Score -1748663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1748668.125000 Penalty: 3161.871826
	Iteration 51Q: 3 clusters Score -1748668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1748671.875000 Penalty: 3161.871826
	Iteration 52Q: 3 clusters Score -1748672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1748670.000000 Penalty: 3161.871826
	Iteration 53Q: 3 clusters Score -1748670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1748670.000000 Penalty: 3161.871826
	Iteration 54Q: 3 clusters Score -1748670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1748670.750000 Penalty: 3161.871826
	Iteration 55Q: 3 clusters Score -1748671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1748672.000000 Penalty: 3161.871826
	Iteration 56Q: 3 clusters Score -1748672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1748674.125000 Penalty: 3161.871826
	Iteration 57Q: 3 clusters Score -1748674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1748673.875000 Penalty: 3161.871826
	Iteration 58Q: 3 clusters Score -1748674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1748673.875000 Penalty: 3161.871826
	Iteration 59F: 3 clusters Score -1748674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (124796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124796 members 
Entering Unmasked Estep 
Score: -13404787.000000 Penalty: 1906.845825
	Iteration 0F: 2 clusters Score -1.340479e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62576 members 
Mstep: Class 2 contains 62220 members 
Entering Unmasked Estep 
Score: -13321621.000000 Penalty: 3813.691650
	Iteration 0F: 3 clusters Score -1.332162e+07 nChanged 59990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64772 members 
Mstep: Class 2 contains 60024 members 
Entering Unmasked Estep 
Score: -13357665.000000 Penalty: 3813.691650
	Iteration 1F: 3 clusters Score -1.335766e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65669 members 
Mstep: Class 2 contains 59127 members 
Entering Unmasked Estep 
Score: -13359531.000000 Penalty: 3813.691650
	Iteration 2Q: 3 clusters Score -1.335953e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66539 members 
Mstep: Class 2 contains 58257 members 
Entering Unmasked Estep 
Score: -13362060.000000 Penalty: 3813.691650
	Iteration 3Q: 3 clusters Score -1.336206e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67440 members 
Mstep: Class 2 contains 57356 members 
Entering Unmasked Estep 
Score: -13365322.000000 Penalty: 3813.691650
	Iteration 4Q: 3 clusters Score -1.336532e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68368 members 
Mstep: Class 2 contains 56428 members 
Entering Unmasked Estep 
Score: -13369087.000000 Penalty: 3813.691650
	Iteration 5F: 3 clusters Score -1.336909e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69499 members 
Mstep: Class 2 contains 55297 members 
Entering Unmasked Estep 
Score: -13373078.000000 Penalty: 3813.691650
	Iteration 6F: 3 clusters Score -1.337308e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70869 members 
Mstep: Class 2 contains 53927 members 
Entering Unmasked Estep 
Score: -13377470.000000 Penalty: 3813.691650
	Iteration 7F: 3 clusters Score -1.337747e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72416 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -13381321.000000 Penalty: 3813.691650
	Iteration 8F: 3 clusters Score -1.338132e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74003 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -13383849.000000 Penalty: 3813.691650
	Iteration 9Q: 3 clusters Score -1.338385e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75627 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -13385491.000000 Penalty: 3813.691650
	Iteration 10Q: 3 clusters Score -1.338549e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77192 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -13386663.000000 Penalty: 3813.691650
	Iteration 11Q: 3 clusters Score -1.338666e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78728 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -13387595.000000 Penalty: 3813.691650
	Iteration 12Q: 3 clusters Score -1.33876e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80174 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -13388358.000000 Penalty: 3813.691650
	Iteration 13Q: 3 clusters Score -1.338836e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81590 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -13389001.000000 Penalty: 3813.691650
	Iteration 14Q: 3 clusters Score -1.3389e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83035 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -13389651.000000 Penalty: 3813.691650
	Iteration 15Q: 3 clusters Score -1.338965e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84430 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -13390246.000000 Penalty: 3813.691650
	Iteration 16Q: 3 clusters Score -1.339025e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85787 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -13390782.000000 Penalty: 3813.691650
	Iteration 17Q: 3 clusters Score -1.339078e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87064 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -13391236.000000 Penalty: 3813.691650
	Iteration 18Q: 3 clusters Score -1.339124e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88336 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -13391630.000000 Penalty: 3813.691650
	Iteration 19Q: 3 clusters Score -1.339163e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89592 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -13391965.000000 Penalty: 3813.691650
	Iteration 20F: 3 clusters Score -1.339196e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90767 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -13392232.000000 Penalty: 3813.691650
	Iteration 21Q: 3 clusters Score -1.339223e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91889 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -13392552.000000 Penalty: 3813.691650
	Iteration 22Q: 3 clusters Score -1.339255e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93058 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -13392847.000000 Penalty: 3813.691650
	Iteration 23Q: 3 clusters Score -1.339285e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94191 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -13393063.000000 Penalty: 3813.691650
	Iteration 24Q: 3 clusters Score -1.339306e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95361 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -13393313.000000 Penalty: 3813.691650
	Iteration 25Q: 3 clusters Score -1.339331e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96542 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -13393634.000000 Penalty: 3813.691650
	Iteration 26Q: 3 clusters Score -1.339363e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97762 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -13393928.000000 Penalty: 3813.691650
	Iteration 27Q: 3 clusters Score -1.339393e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98982 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -13394159.000000 Penalty: 3813.691650
	Iteration 28Q: 3 clusters Score -1.339416e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100195 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -13394531.000000 Penalty: 3813.691650
	Iteration 29Q: 3 clusters Score -1.339453e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101367 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -13394882.000000 Penalty: 3813.691650
	Iteration 30Q: 3 clusters Score -1.339488e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102562 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -13395236.000000 Penalty: 3813.691650
	Iteration 31Q: 3 clusters Score -1.339524e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103758 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -13395693.000000 Penalty: 3813.691650
	Iteration 32Q: 3 clusters Score -1.339569e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104966 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -13396060.000000 Penalty: 3813.691650
	Iteration 33Q: 3 clusters Score -1.339606e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106216 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -13396516.000000 Penalty: 3813.691650
	Iteration 34Q: 3 clusters Score -1.339652e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107478 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -13396953.000000 Penalty: 3813.691650
	Iteration 35Q: 3 clusters Score -1.339695e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108744 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -13397406.000000 Penalty: 3813.691650
	Iteration 36Q: 3 clusters Score -1.339741e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110038 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -13397919.000000 Penalty: 3813.691650
	Iteration 37Q: 3 clusters Score -1.339792e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111287 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -13398326.000000 Penalty: 3813.691650
	Iteration 38Q: 3 clusters Score -1.339833e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112452 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -13398751.000000 Penalty: 3813.691650
	Iteration 39Q: 3 clusters Score -1.339875e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113549 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -13399221.000000 Penalty: 3813.691650
	Iteration 40F: 3 clusters Score -1.339922e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114613 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -13399610.000000 Penalty: 3813.691650
	Iteration 41Q: 3 clusters Score -1.339961e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115626 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -13400031.000000 Penalty: 3813.691650
	Iteration 42Q: 3 clusters Score -1.340003e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116557 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -13400472.000000 Penalty: 3813.691650
	Iteration 43Q: 3 clusters Score -1.340047e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117405 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -13400791.000000 Penalty: 3813.691650
	Iteration 44Q: 3 clusters Score -1.340079e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118186 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -13401127.000000 Penalty: 3813.691650
	Iteration 45Q: 3 clusters Score -1.340113e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118890 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -13401460.000000 Penalty: 3813.691650
	Iteration 46Q: 3 clusters Score -1.340146e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119518 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -13401791.000000 Penalty: 3813.691650
	Iteration 47Q: 3 clusters Score -1.340179e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120092 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -13402008.000000 Penalty: 3813.691650
	Iteration 48Q: 3 clusters Score -1.340201e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120583 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -13402247.000000 Penalty: 3813.691650
	Iteration 49Q: 3 clusters Score -1.340225e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121019 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -13402450.000000 Penalty: 3813.691650
	Iteration 50Q: 3 clusters Score -1.340245e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121358 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -13402569.000000 Penalty: 3813.691650
	Iteration 51Q: 3 clusters Score -1.340257e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121643 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -13402669.000000 Penalty: 3813.691650
	Iteration 52Q: 3 clusters Score -1.340267e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121883 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -13402748.000000 Penalty: 3813.691650
	Iteration 53Q: 3 clusters Score -1.340275e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122061 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -13402812.000000 Penalty: 3813.691650
	Iteration 54Q: 3 clusters Score -1.340281e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122238 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -13402860.000000 Penalty: 3813.691650
	Iteration 55Q: 3 clusters Score -1.340286e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122373 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -13402896.000000 Penalty: 3813.691650
	Iteration 56Q: 3 clusters Score -1.34029e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122487 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -13402937.000000 Penalty: 3813.691650
	Iteration 57Q: 3 clusters Score -1.340294e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122602 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -13402970.000000 Penalty: 3813.691650
	Iteration 58Q: 3 clusters Score -1.340297e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122707 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -13403014.000000 Penalty: 3813.691650
	Iteration 59Q: 3 clusters Score -1.340301e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122804 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -13403022.000000 Penalty: 3813.691650
	Iteration 60F: 3 clusters Score -1.340302e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122880 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -13403064.000000 Penalty: 3813.691650
	Iteration 61Q: 3 clusters Score -1.340306e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122933 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -13403067.000000 Penalty: 3813.691650
	Iteration 62Q: 3 clusters Score -1.340307e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122971 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -13403066.000000 Penalty: 3813.691650
	Iteration 63Q: 3 clusters Score -1.340307e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123016 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -13403074.000000 Penalty: 3813.691650
	Iteration 64Q: 3 clusters Score -1.340307e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123053 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -13403087.000000 Penalty: 3813.691650
	Iteration 65Q: 3 clusters Score -1.340309e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123088 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -13403119.000000 Penalty: 3813.691650
	Iteration 66Q: 3 clusters Score -1.340312e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123121 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -13403120.000000 Penalty: 3813.691650
	Iteration 67Q: 3 clusters Score -1.340312e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123149 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -13403135.000000 Penalty: 3813.691650
	Iteration 68Q: 3 clusters Score -1.340314e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123173 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -13403143.000000 Penalty: 3813.691650
	Iteration 69Q: 3 clusters Score -1.340314e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123187 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -13403151.000000 Penalty: 3813.691650
	Iteration 70Q: 3 clusters Score -1.340315e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123197 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -13403144.000000 Penalty: 3813.691650
	Iteration 71Q: 3 clusters Score -1.340314e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123207 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -13403148.000000 Penalty: 3813.691650
	Iteration 72Q: 3 clusters Score -1.340315e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123221 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -13403154.000000 Penalty: 3813.691650
	Iteration 73Q: 3 clusters Score -1.340315e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123231 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -13403146.000000 Penalty: 3813.691650
	Iteration 74Q: 3 clusters Score -1.340315e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123243 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -13403139.000000 Penalty: 3813.691650
	Iteration 75Q: 3 clusters Score -1.340314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123248 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -13403140.000000 Penalty: 3813.691650
	Iteration 76Q: 3 clusters Score -1.340314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123252 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -13403136.000000 Penalty: 3813.691650
	Iteration 77Q: 3 clusters Score -1.340314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123258 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -13403145.000000 Penalty: 3813.691650
	Iteration 78Q: 3 clusters Score -1.340314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123266 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -13403154.000000 Penalty: 3813.691650
	Iteration 79Q: 3 clusters Score -1.340315e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123276 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -13403139.000000 Penalty: 3813.691650
	Iteration 80F: 3 clusters Score -1.340314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123283 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -13403142.000000 Penalty: 3813.691650
	Iteration 81Q: 3 clusters Score -1.340314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123290 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -13403145.000000 Penalty: 3813.691650
	Iteration 82Q: 3 clusters Score -1.340314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123295 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -13403153.000000 Penalty: 3813.691650
	Iteration 83Q: 3 clusters Score -1.340315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123296 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -13403149.000000 Penalty: 3813.691650
	Iteration 84Q: 3 clusters Score -1.340315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123303 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -13403162.000000 Penalty: 3813.691650
	Iteration 85Q: 3 clusters Score -1.340316e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123312 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -13403163.000000 Penalty: 3813.691650
	Iteration 86Q: 3 clusters Score -1.340316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123318 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -13403156.000000 Penalty: 3813.691650
	Iteration 87Q: 3 clusters Score -1.340316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123324 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -13403159.000000 Penalty: 3813.691650
	Iteration 88Q: 3 clusters Score -1.340316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123331 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -13403153.000000 Penalty: 3813.691650
	Iteration 89Q: 3 clusters Score -1.340315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123337 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -13403159.000000 Penalty: 3813.691650
	Iteration 90Q: 3 clusters Score -1.340316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123344 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -13403157.000000 Penalty: 3813.691650
	Iteration 91Q: 3 clusters Score -1.340316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123352 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -13403162.000000 Penalty: 3813.691650
	Iteration 92Q: 3 clusters Score -1.340316e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123361 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -13403159.000000 Penalty: 3813.691650
	Iteration 93Q: 3 clusters Score -1.340316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123365 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -13403161.000000 Penalty: 3813.691650
	Iteration 94Q: 3 clusters Score -1.340316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123371 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -13403163.000000 Penalty: 3813.691650
	Iteration 95Q: 3 clusters Score -1.340316e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123378 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -13403161.000000 Penalty: 3813.691650
	Iteration 96Q: 3 clusters Score -1.340316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123384 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -13403168.000000 Penalty: 3813.691650
	Iteration 97Q: 3 clusters Score -1.340317e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123392 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -13403171.000000 Penalty: 3813.691650
	Iteration 98Q: 3 clusters Score -1.340317e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123405 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -13403156.000000 Penalty: 3813.691650
	Iteration 99Q: 3 clusters Score -1.340316e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123419 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -13403170.000000 Penalty: 3813.691650
	Iteration 100F: 3 clusters Score -1.340317e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123432 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -13403177.000000 Penalty: 3813.691650
	Iteration 101Q: 3 clusters Score -1.340318e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123445 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -13403179.000000 Penalty: 3813.691650
	Iteration 102Q: 3 clusters Score -1.340318e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123457 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -13403200.000000 Penalty: 3813.691650
	Iteration 103Q: 3 clusters Score -1.34032e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123470 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -13403220.000000 Penalty: 3813.691650
	Iteration 104Q: 3 clusters Score -1.340322e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123486 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -13403210.000000 Penalty: 3813.691650
	Iteration 105Q: 3 clusters Score -1.340321e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123503 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -13403206.000000 Penalty: 3813.691650
	Iteration 106Q: 3 clusters Score -1.340321e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123518 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -13403221.000000 Penalty: 3813.691650
	Iteration 107Q: 3 clusters Score -1.340322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123527 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -13403222.000000 Penalty: 3813.691650
	Iteration 108Q: 3 clusters Score -1.340322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123532 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -13403216.000000 Penalty: 3813.691650
	Iteration 109Q: 3 clusters Score -1.340322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123534 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -13403226.000000 Penalty: 3813.691650
	Iteration 110Q: 3 clusters Score -1.340323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123537 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -13403216.000000 Penalty: 3813.691650
	Iteration 111Q: 3 clusters Score -1.340322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123539 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -13403222.000000 Penalty: 3813.691650
	Iteration 112Q: 3 clusters Score -1.340322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123543 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -13403231.000000 Penalty: 3813.691650
	Iteration 113Q: 3 clusters Score -1.340323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123547 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -13403222.000000 Penalty: 3813.691650
	Iteration 114Q: 3 clusters Score -1.340322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123549 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -13403232.000000 Penalty: 3813.691650
	Iteration 115Q: 3 clusters Score -1.340323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123550 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -13403228.000000 Penalty: 3813.691650
	Iteration 116Q: 3 clusters Score -1.340323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123551 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -13403227.000000 Penalty: 3813.691650
	Iteration 117Q: 3 clusters Score -1.340323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123552 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -13403230.000000 Penalty: 3813.691650
	Iteration 118Q: 3 clusters Score -1.340323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123552 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -13403230.000000 Penalty: 3813.691650
	Iteration 119F: 3 clusters Score -1.340323e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Entering Unmasked Estep 
Score: -3848602.750000 Penalty: 1718.442139
	Iteration 0F: 2 clusters Score -3848603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -3822365.250000 Penalty: 3436.884277
	Iteration 0F: 3 clusters Score -3822365 nChanged 18230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -3832732.500000 Penalty: 3436.884277
	Iteration 1F: 3 clusters Score -3832732 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -3833411.000000 Penalty: 3436.884277
	Iteration 2Q: 3 clusters Score -3833411 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -3834224.250000 Penalty: 3436.884277
	Iteration 3Q: 3 clusters Score -3834224 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -3835219.750000 Penalty: 3436.884277
	Iteration 4F: 3 clusters Score -3835220 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -3836356.000000 Penalty: 3436.884277
	Iteration 5F: 3 clusters Score -3836356 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -3837541.000000 Penalty: 3436.884277
	Iteration 6F: 3 clusters Score -3837541 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -3838864.750000 Penalty: 3436.884277
	Iteration 7F: 3 clusters Score -3838865 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -3840068.250000 Penalty: 3436.884277
	Iteration 8F: 3 clusters Score -3840068 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -3841162.250000 Penalty: 3436.884277
	Iteration 9Q: 3 clusters Score -3841162 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -3842121.500000 Penalty: 3436.884277
	Iteration 10Q: 3 clusters Score -3842122 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -3842763.000000 Penalty: 3436.884277
	Iteration 11Q: 3 clusters Score -3842763 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -3843224.000000 Penalty: 3436.884277
	Iteration 12Q: 3 clusters Score -3843224 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -3843504.250000 Penalty: 3436.884277
	Iteration 13Q: 3 clusters Score -3843504 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -3843701.000000 Penalty: 3436.884277
	Iteration 14Q: 3 clusters Score -3843701 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -3843865.000000 Penalty: 3436.884277
	Iteration 15Q: 3 clusters Score -3843865 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -3843986.750000 Penalty: 3436.884277
	Iteration 16Q: 3 clusters Score -3843987 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -3844133.500000 Penalty: 3436.884277
	Iteration 17Q: 3 clusters Score -3844134 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -3844244.500000 Penalty: 3436.884277
	Iteration 18Q: 3 clusters Score -3844244 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -3844381.250000 Penalty: 3436.884277
	Iteration 19Q: 3 clusters Score -3844381 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -3844497.250000 Penalty: 3436.884277
	Iteration 20F: 3 clusters Score -3844497 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -3844611.750000 Penalty: 3436.884277
	Iteration 21Q: 3 clusters Score -3844612 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -3844748.000000 Penalty: 3436.884277
	Iteration 22Q: 3 clusters Score -3844748 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -3844887.000000 Penalty: 3436.884277
	Iteration 23Q: 3 clusters Score -3844887 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -3845039.250000 Penalty: 3436.884277
	Iteration 24Q: 3 clusters Score -3845039 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -3845175.250000 Penalty: 3436.884277
	Iteration 25Q: 3 clusters Score -3845175 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -3845319.000000 Penalty: 3436.884277
	Iteration 26Q: 3 clusters Score -3845319 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -3845457.250000 Penalty: 3436.884277
	Iteration 27Q: 3 clusters Score -3845457 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -3845615.750000 Penalty: 3436.884277
	Iteration 28Q: 3 clusters Score -3845616 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -3845739.750000 Penalty: 3436.884277
	Iteration 29Q: 3 clusters Score -3845740 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -3845909.750000 Penalty: 3436.884277
	Iteration 30Q: 3 clusters Score -3845910 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -3846073.500000 Penalty: 3436.884277
	Iteration 31Q: 3 clusters Score -3846074 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -3846260.000000 Penalty: 3436.884277
	Iteration 32Q: 3 clusters Score -3846260 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -3846469.750000 Penalty: 3436.884277
	Iteration 33Q: 3 clusters Score -3846470 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -3846667.750000 Penalty: 3436.884277
	Iteration 34Q: 3 clusters Score -3846668 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -3846885.500000 Penalty: 3436.884277
	Iteration 35Q: 3 clusters Score -3846886 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -3847133.500000 Penalty: 3436.884277
	Iteration 36Q: 3 clusters Score -3847134 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -3847343.000000 Penalty: 3436.884277
	Iteration 37Q: 3 clusters Score -3847343 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -3847550.000000 Penalty: 3436.884277
	Iteration 38Q: 3 clusters Score -3847550 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -3847682.500000 Penalty: 3436.884277
	Iteration 39Q: 3 clusters Score -3847682 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -3847833.000000 Penalty: 3436.884277
	Iteration 40F: 3 clusters Score -3847833 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -3847984.250000 Penalty: 3436.884277
	Iteration 41Q: 3 clusters Score -3847984 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -3848141.750000 Penalty: 3436.884277
	Iteration 42Q: 3 clusters Score -3848142 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -3848278.500000 Penalty: 3436.884277
	Iteration 43Q: 3 clusters Score -3848278 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -3848382.750000 Penalty: 3436.884277
	Iteration 44Q: 3 clusters Score -3848383 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -3848464.250000 Penalty: 3436.884277
	Iteration 45Q: 3 clusters Score -3848464 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -3848517.750000 Penalty: 3436.884277
	Iteration 46Q: 3 clusters Score -3848518 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -3848551.250000 Penalty: 3436.884277
	Iteration 47Q: 3 clusters Score -3848551 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -3848580.500000 Penalty: 3436.884277
	Iteration 48Q: 3 clusters Score -3848580 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -3848594.000000 Penalty: 3436.884277
	Iteration 49Q: 3 clusters Score -3848594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -3848598.500000 Penalty: 3436.884277
	Iteration 50Q: 3 clusters Score -3848598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -3848617.250000 Penalty: 3436.884277
	Iteration 51Q: 3 clusters Score -3848617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -3848625.500000 Penalty: 3436.884277
	Iteration 52Q: 3 clusters Score -3848626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -3848631.500000 Penalty: 3436.884277
	Iteration 53Q: 3 clusters Score -3848632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -3848636.750000 Penalty: 3436.884277
	Iteration 54Q: 3 clusters Score -3848637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -3848640.500000 Penalty: 3436.884277
	Iteration 55Q: 3 clusters Score -3848640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -3848644.750000 Penalty: 3436.884277
	Iteration 56Q: 3 clusters Score -3848645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -3848646.500000 Penalty: 3436.884277
	Iteration 57Q: 3 clusters Score -3848646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -3848649.750000 Penalty: 3436.884277
	Iteration 58Q: 3 clusters Score -3848650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -3848647.500000 Penalty: 3436.884277
	Iteration 59Q: 3 clusters Score -3848648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -3848646.500000 Penalty: 3436.884277
	Iteration 60F: 3 clusters Score -3848646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -3848650.250000 Penalty: 3436.884277
	Iteration 61Q: 3 clusters Score -3848650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -3848652.250000 Penalty: 3436.884277
	Iteration 62Q: 3 clusters Score -3848652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -3848655.000000 Penalty: 3436.884277
	Iteration 63Q: 3 clusters Score -3848655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -3848652.750000 Penalty: 3436.884277
	Iteration 64Q: 3 clusters Score -3848653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -3848652.750000 Penalty: 3436.884277
	Iteration 65F: 3 clusters Score -3848653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 19066 members 
Mstep: Class 3 contains 4569 members 
Mstep: Class 4 contains 24190 members 
Mstep: Class 5 contains 19372 members 
Mstep: Class 6 contains 16795 members 
Mstep: Class 7 contains 124796 members 
Mstep: Class 8 contains 1532 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 183527 members 
Mstep: Class 11 contains 293 members 
Mstep: Class 12 contains 4669 members 
Mstep: Class 13 contains 6157 members 
Mstep: Class 14 contains 4280 members 
Mstep: Class 15 contains 4102 members 
Mstep: Class 16 contains 1815 members 
Mstep: Class 17 contains 2124 members 
Mstep: Class 18 contains 17942 members 
Mstep: Class 19 contains 29472 members 
Mstep: Class 20 contains 23929 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 1101 members 
Mstep: Class 23 contains 23348 members 
Mstep: Class 24 contains 4945 members 
Mstep: Class 25 contains 51250 members 
Mstep: Class 26 contains 10924 members 
Mstep: Class 27 contains 4286 members 
Mstep: Class 28 contains 5416 members 
Mstep: Class 29 contains 37613 members 
Entering Unmasked Estep 
Score: -65934348.000000 Penalty: 63012.507812
Splitting cluster 8 changes total score from -65934592.000000 to -65934348.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -1186589.000000 Penalty: 1515.067139
	Iteration 0F: 2 clusters Score -1186589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1178697.500000 Penalty: 3030.134277
	Iteration 0F: 3 clusters Score -1178698 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1181288.250000 Penalty: 3030.134277
	Iteration 1F: 3 clusters Score -1181288 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1181500.250000 Penalty: 3030.134277
	Iteration 2F: 3 clusters Score -1181500 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1181697.375000 Penalty: 3030.134277
	Iteration 3Q: 3 clusters Score -1181697 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1181895.750000 Penalty: 3030.134277
	Iteration 4Q: 3 clusters Score -1181896 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1182124.625000 Penalty: 3030.134277
	Iteration 5Q: 3 clusters Score -1182125 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1182412.125000 Penalty: 3030.134277
	Iteration 6Q: 3 clusters Score -1182412 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1182788.000000 Penalty: 3030.134277
	Iteration 7F: 3 clusters Score -1182788 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1183285.125000 Penalty: 3030.134277
	Iteration 8F: 3 clusters Score -1183285 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1183869.000000 Penalty: 3030.134277
	Iteration 9F: 3 clusters Score -1183869 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1184374.250000 Penalty: 3030.134277
	Iteration 10F: 3 clusters Score -1184374 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1184747.375000 Penalty: 3030.134277
	Iteration 11Q: 3 clusters Score -1184747 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1184964.875000 Penalty: 3030.134277
	Iteration 12Q: 3 clusters Score -1184965 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1185075.875000 Penalty: 3030.134277
	Iteration 13Q: 3 clusters Score -1185076 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1185133.625000 Penalty: 3030.134277
	Iteration 14Q: 3 clusters Score -1185134 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1185179.125000 Penalty: 3030.134277
	Iteration 15Q: 3 clusters Score -1185179 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1185209.625000 Penalty: 3030.134277
	Iteration 16Q: 3 clusters Score -1185210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1185224.500000 Penalty: 3030.134277
	Iteration 17Q: 3 clusters Score -1185224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1185243.375000 Penalty: 3030.134277
	Iteration 18Q: 3 clusters Score -1185243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1185257.500000 Penalty: 3030.134277
	Iteration 19Q: 3 clusters Score -1185258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1185265.000000 Penalty: 3030.134277
	Iteration 20F: 3 clusters Score -1185265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1185270.250000 Penalty: 3030.134277
	Iteration 21Q: 3 clusters Score -1185270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1185271.500000 Penalty: 3030.134277
	Iteration 22Q: 3 clusters Score -1185272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1185272.375000 Penalty: 3030.134277
	Iteration 23Q: 3 clusters Score -1185272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1185272.375000 Penalty: 3030.134277
	Iteration 24F: 3 clusters Score -1185272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (183527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183527 members 
Entering Unmasked Estep 
Score: -19669718.000000 Penalty: 1969.519043
	Iteration 0F: 2 clusters Score -1.966972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91962 members 
Mstep: Class 2 contains 91565 members 
Entering Unmasked Estep 
Score: -19556016.000000 Penalty: 3939.038086
	Iteration 0F: 3 clusters Score -1.955602e+07 nChanged 88904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92916 members 
Mstep: Class 2 contains 90611 members 
Entering Unmasked Estep 
Score: -19609000.000000 Penalty: 3939.038086
	Iteration 1F: 3 clusters Score -1.9609e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93038 members 
Mstep: Class 2 contains 90489 members 
Entering Unmasked Estep 
Score: -19610604.000000 Penalty: 3939.038086
	Iteration 2Q: 3 clusters Score -1.96106e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93165 members 
Mstep: Class 2 contains 90362 members 
Entering Unmasked Estep 
Score: -19613102.000000 Penalty: 3939.038086
	Iteration 3Q: 3 clusters Score -1.96131e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93438 members 
Mstep: Class 2 contains 90089 members 
Entering Unmasked Estep 
Score: -19616026.000000 Penalty: 3939.038086
	Iteration 4Q: 3 clusters Score -1.961603e+07 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94059 members 
Mstep: Class 2 contains 89468 members 
Entering Unmasked Estep 
Score: -19619572.000000 Penalty: 3939.038086
	Iteration 5Q: 3 clusters Score -1.961957e+07 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95353 members 
Mstep: Class 2 contains 88174 members 
Entering Unmasked Estep 
Score: -19623742.000000 Penalty: 3939.038086
	Iteration 6F: 3 clusters Score -1.962374e+07 nChanged 8889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97310 members 
Mstep: Class 2 contains 86217 members 
Entering Unmasked Estep 
Score: -19627436.000000 Penalty: 3939.038086
	Iteration 7Q: 3 clusters Score -1.962744e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100160 members 
Mstep: Class 2 contains 83367 members 
Entering Unmasked Estep 
Score: -19630774.000000 Penalty: 3939.038086
	Iteration 8Q: 3 clusters Score -1.963077e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103920 members 
Mstep: Class 2 contains 79607 members 
Entering Unmasked Estep 
Score: -19633428.000000 Penalty: 3939.038086
	Iteration 9Q: 3 clusters Score -1.963343e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108693 members 
Mstep: Class 2 contains 74834 members 
Entering Unmasked Estep 
Score: -19635982.000000 Penalty: 3939.038086
	Iteration 10Q: 3 clusters Score -1.963598e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114604 members 
Mstep: Class 2 contains 68923 members 
Entering Unmasked Estep 
Score: -19638720.000000 Penalty: 3939.038086
	Iteration 11Q: 3 clusters Score -1.963872e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121785 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -19642012.000000 Penalty: 3939.038086
	Iteration 12Q: 3 clusters Score -1.964201e+07 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130276 members 
Mstep: Class 2 contains 53251 members 
Entering Unmasked Estep 
Score: -19646218.000000 Penalty: 3939.038086
	Iteration 13Q: 3 clusters Score -1.964622e+07 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139678 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -19651038.000000 Penalty: 3939.038086
	Iteration 14F: 3 clusters Score -1.965104e+07 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149542 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -19656364.000000 Penalty: 3939.038086
	Iteration 15F: 3 clusters Score -1.965636e+07 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158842 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -19660806.000000 Penalty: 3939.038086
	Iteration 16F: 3 clusters Score -1.966081e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166455 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -19663740.000000 Penalty: 3939.038086
	Iteration 17Q: 3 clusters Score -1.966374e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172111 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -19665322.000000 Penalty: 3939.038086
	Iteration 18Q: 3 clusters Score -1.966532e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175975 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -19666352.000000 Penalty: 3939.038086
	Iteration 19Q: 3 clusters Score -1.966635e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178440 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -19667072.000000 Penalty: 3939.038086
	Iteration 20F: 3 clusters Score -1.966707e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179931 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -19667508.000000 Penalty: 3939.038086
	Iteration 21Q: 3 clusters Score -1.966751e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180842 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -19667746.000000 Penalty: 3939.038086
	Iteration 22Q: 3 clusters Score -1.966775e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181372 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -19667840.000000 Penalty: 3939.038086
	Iteration 23Q: 3 clusters Score -1.966784e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181692 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -19667956.000000 Penalty: 3939.038086
	Iteration 24Q: 3 clusters Score -1.966796e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181917 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -19668002.000000 Penalty: 3939.038086
	Iteration 25Q: 3 clusters Score -1.9668e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182063 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -19668044.000000 Penalty: 3939.038086
	Iteration 26Q: 3 clusters Score -1.966804e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182185 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -19668110.000000 Penalty: 3939.038086
	Iteration 27Q: 3 clusters Score -1.966811e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182291 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -19668144.000000 Penalty: 3939.038086
	Iteration 28Q: 3 clusters Score -1.966814e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182368 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -19668158.000000 Penalty: 3939.038086
	Iteration 29Q: 3 clusters Score -1.966816e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182419 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -19668164.000000 Penalty: 3939.038086
	Iteration 30Q: 3 clusters Score -1.966816e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182455 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -19668210.000000 Penalty: 3939.038086
	Iteration 31Q: 3 clusters Score -1.966821e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182491 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -19668228.000000 Penalty: 3939.038086
	Iteration 32Q: 3 clusters Score -1.966823e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182523 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -19668230.000000 Penalty: 3939.038086
	Iteration 33Q: 3 clusters Score -1.966823e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182543 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -19668240.000000 Penalty: 3939.038086
	Iteration 34Q: 3 clusters Score -1.966824e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182555 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -19668252.000000 Penalty: 3939.038086
	Iteration 35Q: 3 clusters Score -1.966825e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182572 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -19668246.000000 Penalty: 3939.038086
	Iteration 36Q: 3 clusters Score -1.966825e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182592 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -19668284.000000 Penalty: 3939.038086
	Iteration 37Q: 3 clusters Score -1.966828e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182601 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -19668282.000000 Penalty: 3939.038086
	Iteration 38Q: 3 clusters Score -1.966828e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182614 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -19668260.000000 Penalty: 3939.038086
	Iteration 39Q: 3 clusters Score -1.966826e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182626 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -19668276.000000 Penalty: 3939.038086
	Iteration 40F: 3 clusters Score -1.966828e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182626 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -19668302.000000 Penalty: 3939.038086
	Iteration 41Q: 3 clusters Score -1.96683e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182629 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -19668294.000000 Penalty: 3939.038086
	Iteration 42Q: 3 clusters Score -1.966829e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182638 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -19668304.000000 Penalty: 3939.038086
	Iteration 43Q: 3 clusters Score -1.96683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182643 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -19668300.000000 Penalty: 3939.038086
	Iteration 44Q: 3 clusters Score -1.96683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182649 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -19668286.000000 Penalty: 3939.038086
	Iteration 45Q: 3 clusters Score -1.966829e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182658 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -19668302.000000 Penalty: 3939.038086
	Iteration 46Q: 3 clusters Score -1.96683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182661 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -19668292.000000 Penalty: 3939.038086
	Iteration 47Q: 3 clusters Score -1.966829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182659 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -19668296.000000 Penalty: 3939.038086
	Iteration 48Q: 3 clusters Score -1.96683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182661 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -19668308.000000 Penalty: 3939.038086
	Iteration 49Q: 3 clusters Score -1.966831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182663 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -19668298.000000 Penalty: 3939.038086
	Iteration 50Q: 3 clusters Score -1.96683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182664 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -19668294.000000 Penalty: 3939.038086
	Iteration 51Q: 3 clusters Score -1.966829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182665 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -19668296.000000 Penalty: 3939.038086
	Iteration 52Q: 3 clusters Score -1.96683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182665 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -19668296.000000 Penalty: 3939.038086
	Iteration 53F: 3 clusters Score -1.96683e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -24082.962891 Penalty: 923.028015
	Iteration 0F: 2 clusters Score -24082.96 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 151 members 
Entering Unmasked Estep 
Score: -23325.298828 Penalty: 1846.056030
	Iteration 0F: 3 clusters Score -23325.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23652.144531 Penalty: 1846.056030
	Iteration 1F: 3 clusters Score -23652.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -23879.357422 Penalty: 1846.056030
	Iteration 2F: 3 clusters Score -23879.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -24268.736328 Penalty: 1846.056030
	Iteration 3F: 3 clusters Score -24268.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -24455.283203 Penalty: 1846.056030
	Iteration 4Q: 3 clusters Score -24455.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -24583.470703 Penalty: 1846.056030
	Iteration 5Q: 3 clusters Score -24583.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -24618.632812 Penalty: 1846.056030
	Iteration 6Q: 3 clusters Score -24618.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -24654.472656 Penalty: 1846.056030
	Iteration 7Q: 3 clusters Score -24654.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -24683.501953 Penalty: 1846.056030
	Iteration 8Q: 3 clusters Score -24683.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -24720.943359 Penalty: 1846.056030
	Iteration 9Q: 3 clusters Score -24720.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -24795.128906 Penalty: 1846.056030
	Iteration 10Q: 3 clusters Score -24795.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -24940.740234 Penalty: 1846.056030
	Iteration 11Q: 3 clusters Score -24940.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -25223.664062 Penalty: 1846.056030
	Iteration 12Q: 3 clusters Score -25223.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -25279.767578 Penalty: 1846.056030
	Iteration 13Q: 3 clusters Score -25279.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -25301.578125 Penalty: 1846.056030
	Iteration 14Q: 3 clusters Score -25301.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -25350.273438 Penalty: 1846.056030
	Iteration 15Q: 3 clusters Score -25350.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -25420.291016 Penalty: 1846.056030
	Iteration 16Q: 3 clusters Score -25420.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -25429.082031 Penalty: 1846.056030
	Iteration 17Q: 3 clusters Score -25429.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -25434.164062 Penalty: 1846.056030
	Iteration 18F: 3 clusters Score -25434.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -25470.443359 Penalty: 1846.056030
	Iteration 19Q: 3 clusters Score -25470.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -25470.443359 Penalty: 1846.056030
	Iteration 20F: 3 clusters Score -25470.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 19066 members 
Mstep: Class 3 contains 4569 members 
Mstep: Class 4 contains 24190 members 
Mstep: Class 5 contains 19372 members 
Mstep: Class 6 contains 16795 members 
Mstep: Class 7 contains 124796 members 
Mstep: Class 8 contains 39145 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 183527 members 
Mstep: Class 11 contains 193 members 
Mstep: Class 12 contains 4669 members 
Mstep: Class 13 contains 6157 members 
Mstep: Class 14 contains 4280 members 
Mstep: Class 15 contains 4102 members 
Mstep: Class 16 contains 1815 members 
Mstep: Class 17 contains 2124 members 
Mstep: Class 18 contains 17942 members 
Mstep: Class 19 contains 29472 members 
Mstep: Class 20 contains 23929 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 1101 members 
Mstep: Class 23 contains 23348 members 
Mstep: Class 24 contains 4945 members 
Mstep: Class 25 contains 51250 members 
Mstep: Class 26 contains 10924 members 
Mstep: Class 27 contains 4286 members 
Mstep: Class 28 contains 5416 members 
Mstep: Class 29 contains 100 members 
Entering Unmasked Estep 
Score: -65934908.000000 Penalty: 63012.507812
Splitting cluster 11 changes total score from -65934592.000000 to -65934908.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 12 (4669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Entering Unmasked Estep 
Score: -492459.187500 Penalty: 1372.913696
	Iteration 0F: 2 clusters Score -492459.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -488690.562500 Penalty: 2745.827393
	Iteration 0F: 3 clusters Score -488690.6 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -489831.687500 Penalty: 2745.827393
	Iteration 1F: 3 clusters Score -489831.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -490247.781250 Penalty: 2745.827393
	Iteration 2F: 3 clusters Score -490247.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -490703.843750 Penalty: 2745.827393
	Iteration 3F: 3 clusters Score -490703.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -491114.875000 Penalty: 2745.827393
	Iteration 4F: 3 clusters Score -491114.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -491401.843750 Penalty: 2745.827393
	Iteration 5F: 3 clusters Score -491401.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -491553.843750 Penalty: 2745.827393
	Iteration 6Q: 3 clusters Score -491553.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -491626.343750 Penalty: 2745.827393
	Iteration 7Q: 3 clusters Score -491626.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -491667.718750 Penalty: 2745.827393
	Iteration 8Q: 3 clusters Score -491667.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -491694.156250 Penalty: 2745.827393
	Iteration 9Q: 3 clusters Score -491694.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -491712.125000 Penalty: 2745.827393
	Iteration 10Q: 3 clusters Score -491712.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -491725.968750 Penalty: 2745.827393
	Iteration 11Q: 3 clusters Score -491726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -491733.687500 Penalty: 2745.827393
	Iteration 12Q: 3 clusters Score -491733.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -491740.093750 Penalty: 2745.827393
	Iteration 13Q: 3 clusters Score -491740.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -491748.125000 Penalty: 2745.827393
	Iteration 14Q: 3 clusters Score -491748.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -491752.843750 Penalty: 2745.827393
	Iteration 15Q: 3 clusters Score -491752.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -491755.500000 Penalty: 2745.827393
	Iteration 16Q: 3 clusters Score -491755.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -491756.937500 Penalty: 2745.827393
	Iteration 17Q: 3 clusters Score -491756.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -491758.812500 Penalty: 2745.827393
	Iteration 18Q: 3 clusters Score -491758.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -491761.343750 Penalty: 2745.827393
	Iteration 19Q: 3 clusters Score -491761.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -491761.562500 Penalty: 2745.827393
	Iteration 20F: 3 clusters Score -491761.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -491761.343750 Penalty: 2745.827393
	Iteration 21Q: 3 clusters Score -491761.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -491761.937500 Penalty: 2745.827393
	Iteration 22Q: 3 clusters Score -491761.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -491763.187500 Penalty: 2745.827393
	Iteration 23Q: 3 clusters Score -491763.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -491764.812500 Penalty: 2745.827393
	Iteration 24Q: 3 clusters Score -491764.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -491765.031250 Penalty: 2745.827393
	Iteration 25Q: 3 clusters Score -491765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -491766.312500 Penalty: 2745.827393
	Iteration 26Q: 3 clusters Score -491766.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -491766.375000 Penalty: 2745.827393
	Iteration 27Q: 3 clusters Score -491766.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -491766.375000 Penalty: 2745.827393
	Iteration 28F: 3 clusters Score -491766.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Entering Unmasked Estep 
Score: -593560.312500 Penalty: 1417.868530
	Iteration 0F: 2 clusters Score -593560.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -588940.375000 Penalty: 2835.737061
	Iteration 0F: 3 clusters Score -588940.4 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -590414.750000 Penalty: 2835.737061
	Iteration 1F: 3 clusters Score -590414.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -590709.250000 Penalty: 2835.737061
	Iteration 2F: 3 clusters Score -590709.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -590968.375000 Penalty: 2835.737061
	Iteration 3F: 3 clusters Score -590968.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -591180.375000 Penalty: 2835.737061
	Iteration 4F: 3 clusters Score -591180.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -591382.625000 Penalty: 2835.737061
	Iteration 5Q: 3 clusters Score -591382.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -591562.687500 Penalty: 2835.737061
	Iteration 6Q: 3 clusters Score -591562.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -591740.125000 Penalty: 2835.737061
	Iteration 7Q: 3 clusters Score -591740.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -591909.500000 Penalty: 2835.737061
	Iteration 8Q: 3 clusters Score -591909.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -592066.687500 Penalty: 2835.737061
	Iteration 9Q: 3 clusters Score -592066.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -592167.000000 Penalty: 2835.737061
	Iteration 10Q: 3 clusters Score -592167 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -592249.062500 Penalty: 2835.737061
	Iteration 11Q: 3 clusters Score -592249.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -592305.062500 Penalty: 2835.737061
	Iteration 12Q: 3 clusters Score -592305.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -592340.562500 Penalty: 2835.737061
	Iteration 13Q: 3 clusters Score -592340.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -592364.187500 Penalty: 2835.737061
	Iteration 14Q: 3 clusters Score -592364.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -592374.750000 Penalty: 2835.737061
	Iteration 15Q: 3 clusters Score -592374.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -592384.500000 Penalty: 2835.737061
	Iteration 16Q: 3 clusters Score -592384.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -592387.312500 Penalty: 2835.737061
	Iteration 17Q: 3 clusters Score -592387.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -592391.312500 Penalty: 2835.737061
	Iteration 18Q: 3 clusters Score -592391.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -592396.125000 Penalty: 2835.737061
	Iteration 19Q: 3 clusters Score -592396.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -592398.437500 Penalty: 2835.737061
	Iteration 20F: 3 clusters Score -592398.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -592401.437500 Penalty: 2835.737061
	Iteration 21Q: 3 clusters Score -592401.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -592401.750000 Penalty: 2835.737061
	Iteration 22Q: 3 clusters Score -592401.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -592402.562500 Penalty: 2835.737061
	Iteration 23Q: 3 clusters Score -592402.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -592404.625000 Penalty: 2835.737061
	Iteration 24Q: 3 clusters Score -592404.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -592406.500000 Penalty: 2835.737061
	Iteration 25Q: 3 clusters Score -592406.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -592406.812500 Penalty: 2835.737061
	Iteration 26Q: 3 clusters Score -592406.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -592408.875000 Penalty: 2835.737061
	Iteration 27Q: 3 clusters Score -592408.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -592409.937500 Penalty: 2835.737061
	Iteration 28Q: 3 clusters Score -592409.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -592411.437500 Penalty: 2835.737061
	Iteration 29Q: 3 clusters Score -592411.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -592413.375000 Penalty: 2835.737061
	Iteration 30Q: 3 clusters Score -592413.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -592413.312500 Penalty: 2835.737061
	Iteration 31Q: 3 clusters Score -592413.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -592413.875000 Penalty: 2835.737061
	Iteration 32Q: 3 clusters Score -592413.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -592413.812500 Penalty: 2835.737061
	Iteration 33Q: 3 clusters Score -592413.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -592413.437500 Penalty: 2835.737061
	Iteration 34Q: 3 clusters Score -592413.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -592413.437500 Penalty: 2835.737061
	Iteration 35F: 3 clusters Score -592413.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Entering Unmasked Estep 
Score: -410460.906250 Penalty: 1358.777710
	Iteration 0F: 2 clusters Score -410460.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -407065.687500 Penalty: 2717.555420
	Iteration 0F: 3 clusters Score -407065.7 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -408393.000000 Penalty: 2717.555420
	Iteration 1F: 3 clusters Score -408393 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -409149.656250 Penalty: 2717.555420
	Iteration 2F: 3 clusters Score -409149.7 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -410159.843750 Penalty: 2717.555420
	Iteration 3F: 3 clusters Score -410159.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -410938.937500 Penalty: 2717.555420
	Iteration 4F: 3 clusters Score -410938.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -411327.406250 Penalty: 2717.555420
	Iteration 5F: 3 clusters Score -411327.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -411489.406250 Penalty: 2717.555420
	Iteration 6Q: 3 clusters Score -411489.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -411590.843750 Penalty: 2717.555420
	Iteration 7Q: 3 clusters Score -411590.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -411652.281250 Penalty: 2717.555420
	Iteration 8Q: 3 clusters Score -411652.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -411698.250000 Penalty: 2717.555420
	Iteration 9Q: 3 clusters Score -411698.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -411741.218750 Penalty: 2717.555420
	Iteration 10Q: 3 clusters Score -411741.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -411775.218750 Penalty: 2717.555420
	Iteration 11Q: 3 clusters Score -411775.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -411799.250000 Penalty: 2717.555420
	Iteration 12Q: 3 clusters Score -411799.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -411808.781250 Penalty: 2717.555420
	Iteration 13Q: 3 clusters Score -411808.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -411813.562500 Penalty: 2717.555420
	Iteration 14Q: 3 clusters Score -411813.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -411816.968750 Penalty: 2717.555420
	Iteration 15Q: 3 clusters Score -411817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -411818.468750 Penalty: 2717.555420
	Iteration 16Q: 3 clusters Score -411818.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -411819.187500 Penalty: 2717.555420
	Iteration 17Q: 3 clusters Score -411819.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -411819.187500 Penalty: 2717.555420
	Iteration 18F: 3 clusters Score -411819.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 19066 members 
Mstep: Class 3 contains 4569 members 
Mstep: Class 4 contains 24190 members 
Mstep: Class 5 contains 19372 members 
Mstep: Class 6 contains 16795 members 
Mstep: Class 7 contains 124796 members 
Mstep: Class 8 contains 39145 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 183527 members 
Mstep: Class 11 contains 193 members 
Mstep: Class 12 contains 4669 members 
Mstep: Class 13 contains 6157 members 
Mstep: Class 14 contains 947 members 
Mstep: Class 15 contains 4102 members 
Mstep: Class 16 contains 1815 members 
Mstep: Class 17 contains 2124 members 
Mstep: Class 18 contains 17942 members 
Mstep: Class 19 contains 29472 members 
Mstep: Class 20 contains 23929 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 1101 members 
Mstep: Class 23 contains 23348 members 
Mstep: Class 24 contains 4945 members 
Mstep: Class 25 contains 51250 members 
Mstep: Class 26 contains 10924 members 
Mstep: Class 27 contains 4286 members 
Mstep: Class 28 contains 5416 members 
Mstep: Class 29 contains 100 members 
Mstep: Class 30 contains 3333 members 
Entering Unmasked Estep 
Score: -65935508.000000 Penalty: 65185.351562
Splitting cluster 14 changes total score from -65934592.000000 to -65935508.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (4102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Entering Unmasked Estep 
Score: -410112.281250 Penalty: 1351.874878
	Iteration 0F: 2 clusters Score -410112.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -406762.093750 Penalty: 2703.749756
	Iteration 0F: 3 clusters Score -406762.1 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -407856.718750 Penalty: 2703.749756
	Iteration 1F: 3 clusters Score -407856.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -408127.531250 Penalty: 2703.749756
	Iteration 2F: 3 clusters Score -408127.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -408379.000000 Penalty: 2703.749756
	Iteration 3F: 3 clusters Score -408379 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -408635.937500 Penalty: 2703.749756
	Iteration 4F: 3 clusters Score -408635.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -408879.718750 Penalty: 2703.749756
	Iteration 5F: 3 clusters Score -408879.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -409088.750000 Penalty: 2703.749756
	Iteration 6F: 3 clusters Score -409088.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -409189.687500 Penalty: 2703.749756
	Iteration 7Q: 3 clusters Score -409189.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -409252.906250 Penalty: 2703.749756
	Iteration 8Q: 3 clusters Score -409252.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -409288.593750 Penalty: 2703.749756
	Iteration 9Q: 3 clusters Score -409288.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -409310.187500 Penalty: 2703.749756
	Iteration 10Q: 3 clusters Score -409310.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -409322.937500 Penalty: 2703.749756
	Iteration 11Q: 3 clusters Score -409322.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -409330.468750 Penalty: 2703.749756
	Iteration 12Q: 3 clusters Score -409330.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -409336.531250 Penalty: 2703.749756
	Iteration 13Q: 3 clusters Score -409336.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -409338.437500 Penalty: 2703.749756
	Iteration 14Q: 3 clusters Score -409338.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -409340.625000 Penalty: 2703.749756
	Iteration 15Q: 3 clusters Score -409340.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -409342.906250 Penalty: 2703.749756
	Iteration 16Q: 3 clusters Score -409342.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -409344.531250 Penalty: 2703.749756
	Iteration 17Q: 3 clusters Score -409344.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -409345.125000 Penalty: 2703.749756
	Iteration 18Q: 3 clusters Score -409345.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -409344.937500 Penalty: 2703.749756
	Iteration 19Q: 3 clusters Score -409344.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -409345.031250 Penalty: 2703.749756
	Iteration 20F: 3 clusters Score -409345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Entering Unmasked Estep 
Score: -186646.156250 Penalty: 1219.374146
	Iteration 0F: 2 clusters Score -186646.2 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 914 members 
Entering Unmasked Estep 
Score: -184676.062500 Penalty: 2438.748291
	Iteration 0F: 3 clusters Score -184676.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -185098.453125 Penalty: 2438.748291
	Iteration 1F: 3 clusters Score -185098.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -185202.671875 Penalty: 2438.748291
	Iteration 2F: 3 clusters Score -185202.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -185254.171875 Penalty: 2438.748291
	Iteration 3Q: 3 clusters Score -185254.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -185292.578125 Penalty: 2438.748291
	Iteration 4Q: 3 clusters Score -185292.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -185318.281250 Penalty: 2438.748291
	Iteration 5Q: 3 clusters Score -185318.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -185336.109375 Penalty: 2438.748291
	Iteration 6Q: 3 clusters Score -185336.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -185346.453125 Penalty: 2438.748291
	Iteration 7Q: 3 clusters Score -185346.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -185359.718750 Penalty: 2438.748291
	Iteration 8Q: 3 clusters Score -185359.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -185368.171875 Penalty: 2438.748291
	Iteration 9Q: 3 clusters Score -185368.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -185373.843750 Penalty: 2438.748291
	Iteration 10Q: 3 clusters Score -185373.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -185377.843750 Penalty: 2438.748291
	Iteration 11Q: 3 clusters Score -185377.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -185380.515625 Penalty: 2438.748291
	Iteration 12Q: 3 clusters Score -185380.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -185384.609375 Penalty: 2438.748291
	Iteration 13Q: 3 clusters Score -185384.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -185388.562500 Penalty: 2438.748291
	Iteration 14Q: 3 clusters Score -185388.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -185395.125000 Penalty: 2438.748291
	Iteration 15Q: 3 clusters Score -185395.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -185399.375000 Penalty: 2438.748291
	Iteration 16Q: 3 clusters Score -185399.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -185403.859375 Penalty: 2438.748291
	Iteration 17Q: 3 clusters Score -185403.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -185408.765625 Penalty: 2438.748291
	Iteration 18Q: 3 clusters Score -185408.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -185410.859375 Penalty: 2438.748291
	Iteration 19Q: 3 clusters Score -185410.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -185413.703125 Penalty: 2438.748291
	Iteration 20F: 3 clusters Score -185413.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -185418.046875 Penalty: 2438.748291
	Iteration 21Q: 3 clusters Score -185418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -185420.031250 Penalty: 2438.748291
	Iteration 22Q: 3 clusters Score -185420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -185421.500000 Penalty: 2438.748291
	Iteration 23Q: 3 clusters Score -185421.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -185423.421875 Penalty: 2438.748291
	Iteration 24Q: 3 clusters Score -185423.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -185424.437500 Penalty: 2438.748291
	Iteration 25Q: 3 clusters Score -185424.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -185425.421875 Penalty: 2438.748291
	Iteration 26Q: 3 clusters Score -185425.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -185426.375000 Penalty: 2438.748291
	Iteration 27Q: 3 clusters Score -185426.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -185427.750000 Penalty: 2438.748291
	Iteration 28Q: 3 clusters Score -185427.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -185427.750000 Penalty: 2438.748291
	Iteration 29F: 3 clusters Score -185427.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Entering Unmasked Estep 
Score: -219368.531250 Penalty: 1244.921631
	Iteration 0F: 2 clusters Score -219368.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -217197.812500 Penalty: 2489.843262
	Iteration 0F: 3 clusters Score -217197.8 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -217703.406250 Penalty: 2489.843262
	Iteration 1F: 3 clusters Score -217703.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -217860.890625 Penalty: 2489.843262
	Iteration 2F: 3 clusters Score -217860.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -217972.828125 Penalty: 2489.843262
	Iteration 3F: 3 clusters Score -217972.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -218035.781250 Penalty: 2489.843262
	Iteration 4Q: 3 clusters Score -218035.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -218082.906250 Penalty: 2489.843262
	Iteration 5Q: 3 clusters Score -218082.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -218126.437500 Penalty: 2489.843262
	Iteration 6Q: 3 clusters Score -218126.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -218164.421875 Penalty: 2489.843262
	Iteration 7Q: 3 clusters Score -218164.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -218202.984375 Penalty: 2489.843262
	Iteration 8Q: 3 clusters Score -218203 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -218227.015625 Penalty: 2489.843262
	Iteration 9Q: 3 clusters Score -218227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -218240.875000 Penalty: 2489.843262
	Iteration 10Q: 3 clusters Score -218240.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -218247.390625 Penalty: 2489.843262
	Iteration 11Q: 3 clusters Score -218247.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -218251.296875 Penalty: 2489.843262
	Iteration 12Q: 3 clusters Score -218251.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -218253.421875 Penalty: 2489.843262
	Iteration 13Q: 3 clusters Score -218253.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -218254.984375 Penalty: 2489.843262
	Iteration 14Q: 3 clusters Score -218255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -218256.109375 Penalty: 2489.843262
	Iteration 15Q: 3 clusters Score -218256.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -218256.828125 Penalty: 2489.843262
	Iteration 16Q: 3 clusters Score -218256.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -218256.828125 Penalty: 2489.843262
	Iteration 17F: 3 clusters Score -218256.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Entering Unmasked Estep 
Score: -1852631.250000 Penalty: 1591.671265
	Iteration 0F: 2 clusters Score -1852631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1840284.375000 Penalty: 3183.342529
	Iteration 0F: 3 clusters Score -1840284 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1844926.875000 Penalty: 3183.342529
	Iteration 1F: 3 clusters Score -1844927 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1845538.125000 Penalty: 3183.342529
	Iteration 2F: 3 clusters Score -1845538 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1846275.375000 Penalty: 3183.342529
	Iteration 3F: 3 clusters Score -1846275 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1847130.500000 Penalty: 3183.342529
	Iteration 4F: 3 clusters Score -1847130 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1848134.750000 Penalty: 3183.342529
	Iteration 5F: 3 clusters Score -1848135 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1849275.000000 Penalty: 3183.342529
	Iteration 6F: 3 clusters Score -1849275 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1850363.125000 Penalty: 3183.342529
	Iteration 7F: 3 clusters Score -1850363 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1851197.125000 Penalty: 3183.342529
	Iteration 8F: 3 clusters Score -1851197 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1851692.000000 Penalty: 3183.342529
	Iteration 9Q: 3 clusters Score -1851692 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1851989.875000 Penalty: 3183.342529
	Iteration 10Q: 3 clusters Score -1851990 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1852182.875000 Penalty: 3183.342529
	Iteration 11Q: 3 clusters Score -1852183 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1852306.250000 Penalty: 3183.342529
	Iteration 12Q: 3 clusters Score -1852306 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1852378.250000 Penalty: 3183.342529
	Iteration 13Q: 3 clusters Score -1852378 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1852419.500000 Penalty: 3183.342529
	Iteration 14Q: 3 clusters Score -1852420 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1852440.125000 Penalty: 3183.342529
	Iteration 15Q: 3 clusters Score -1852440 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1852458.750000 Penalty: 3183.342529
	Iteration 16Q: 3 clusters Score -1852459 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1852466.000000 Penalty: 3183.342529
	Iteration 17Q: 3 clusters Score -1852466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1852469.125000 Penalty: 3183.342529
	Iteration 18Q: 3 clusters Score -1852469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1852472.625000 Penalty: 3183.342529
	Iteration 19Q: 3 clusters Score -1852473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -1852475.000000 Penalty: 3183.342529
	Iteration 20F: 3 clusters Score -1852475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1852474.875000 Penalty: 3183.342529
	Iteration 21Q: 3 clusters Score -1852475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1852472.625000 Penalty: 3183.342529
	Iteration 22Q: 3 clusters Score -1852473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1852473.875000 Penalty: 3183.342529
	Iteration 23Q: 3 clusters Score -1852474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1852474.375000 Penalty: 3183.342529
	Iteration 24Q: 3 clusters Score -1852474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -1852477.250000 Penalty: 3183.342529
	Iteration 25Q: 3 clusters Score -1852477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1852478.500000 Penalty: 3183.342529
	Iteration 26Q: 3 clusters Score -1852478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1852476.625000 Penalty: 3183.342529
	Iteration 27Q: 3 clusters Score -1852477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1852478.250000 Penalty: 3183.342529
	Iteration 28Q: 3 clusters Score -1852478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1852480.000000 Penalty: 3183.342529
	Iteration 29Q: 3 clusters Score -1852480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1852475.125000 Penalty: 3183.342529
	Iteration 30Q: 3 clusters Score -1852475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1852480.500000 Penalty: 3183.342529
	Iteration 31Q: 3 clusters Score -1852480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1852482.000000 Penalty: 3183.342529
	Iteration 32Q: 3 clusters Score -1852482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1852482.875000 Penalty: 3183.342529
	Iteration 33Q: 3 clusters Score -1852483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1852484.750000 Penalty: 3183.342529
	Iteration 34Q: 3 clusters Score -1852485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1852485.750000 Penalty: 3183.342529
	Iteration 35Q: 3 clusters Score -1852486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1852490.000000 Penalty: 3183.342529
	Iteration 36Q: 3 clusters Score -1852490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1852489.625000 Penalty: 3183.342529
	Iteration 37Q: 3 clusters Score -1852490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1852488.375000 Penalty: 3183.342529
	Iteration 38Q: 3 clusters Score -1852488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1852490.250000 Penalty: 3183.342529
	Iteration 39Q: 3 clusters Score -1852490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1852488.625000 Penalty: 3183.342529
	Iteration 40F: 3 clusters Score -1852489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Entering Unmasked Estep 
Score: -3080930.250000 Penalty: 1672.319336
	Iteration 0F: 2 clusters Score -3080930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -3061129.750000 Penalty: 3344.638672
	Iteration 0F: 3 clusters Score -3061130 nChanged 13514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3068667.250000 Penalty: 3344.638672
	Iteration 1F: 3 clusters Score -3068667 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -3069142.750000 Penalty: 3344.638672
	Iteration 2Q: 3 clusters Score -3069143 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -3069667.500000 Penalty: 3344.638672
	Iteration 3Q: 3 clusters Score -3069668 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -3070323.000000 Penalty: 3344.638672
	Iteration 4Q: 3 clusters Score -3070323 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -3071161.750000 Penalty: 3344.638672
	Iteration 5F: 3 clusters Score -3071162 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -3072145.750000 Penalty: 3344.638672
	Iteration 6F: 3 clusters Score -3072146 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -3073180.750000 Penalty: 3344.638672
	Iteration 7F: 3 clusters Score -3073181 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -3074161.750000 Penalty: 3344.638672
	Iteration 8F: 3 clusters Score -3074162 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -3074957.750000 Penalty: 3344.638672
	Iteration 9Q: 3 clusters Score -3074958 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -3075607.000000 Penalty: 3344.638672
	Iteration 10Q: 3 clusters Score -3075607 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -3076222.000000 Penalty: 3344.638672
	Iteration 11Q: 3 clusters Score -3076222 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -3076791.250000 Penalty: 3344.638672
	Iteration 12Q: 3 clusters Score -3076791 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -3077300.750000 Penalty: 3344.638672
	Iteration 13Q: 3 clusters Score -3077301 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -3077783.250000 Penalty: 3344.638672
	Iteration 14Q: 3 clusters Score -3077783 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -3078207.000000 Penalty: 3344.638672
	Iteration 15Q: 3 clusters Score -3078207 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -3078561.250000 Penalty: 3344.638672
	Iteration 16Q: 3 clusters Score -3078561 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -3078907.500000 Penalty: 3344.638672
	Iteration 17Q: 3 clusters Score -3078908 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -3079328.500000 Penalty: 3344.638672
	Iteration 18Q: 3 clusters Score -3079328 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -3079686.000000 Penalty: 3344.638672
	Iteration 19Q: 3 clusters Score -3079686 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -3079924.750000 Penalty: 3344.638672
	Iteration 20F: 3 clusters Score -3079925 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -3080064.750000 Penalty: 3344.638672
	Iteration 21Q: 3 clusters Score -3080065 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -3080182.750000 Penalty: 3344.638672
	Iteration 22Q: 3 clusters Score -3080183 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -3080243.000000 Penalty: 3344.638672
	Iteration 23Q: 3 clusters Score -3080243 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -3080274.750000 Penalty: 3344.638672
	Iteration 24Q: 3 clusters Score -3080275 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -3080289.750000 Penalty: 3344.638672
	Iteration 25Q: 3 clusters Score -3080290 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -3080302.250000 Penalty: 3344.638672
	Iteration 26Q: 3 clusters Score -3080302 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -3080321.500000 Penalty: 3344.638672
	Iteration 27Q: 3 clusters Score -3080322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -3080319.500000 Penalty: 3344.638672
	Iteration 28Q: 3 clusters Score -3080320 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -3080327.000000 Penalty: 3344.638672
	Iteration 29Q: 3 clusters Score -3080327 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -3080337.500000 Penalty: 3344.638672
	Iteration 30Q: 3 clusters Score -3080338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -3080344.000000 Penalty: 3344.638672
	Iteration 31Q: 3 clusters Score -3080344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -3080348.500000 Penalty: 3344.638672
	Iteration 32Q: 3 clusters Score -3080348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -3080353.750000 Penalty: 3344.638672
	Iteration 33Q: 3 clusters Score -3080354 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -3080354.250000 Penalty: 3344.638672
	Iteration 34Q: 3 clusters Score -3080354 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -3080355.500000 Penalty: 3344.638672
	Iteration 35Q: 3 clusters Score -3080356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -3080360.000000 Penalty: 3344.638672
	Iteration 36Q: 3 clusters Score -3080360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -3080360.250000 Penalty: 3344.638672
	Iteration 37Q: 3 clusters Score -3080360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -3080360.250000 Penalty: 3344.638672
	Iteration 38Q: 3 clusters Score -3080360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -3080369.500000 Penalty: 3344.638672
	Iteration 39Q: 3 clusters Score -3080370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -3080363.750000 Penalty: 3344.638672
	Iteration 40F: 3 clusters Score -3080364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -3080362.250000 Penalty: 3344.638672
	Iteration 41Q: 3 clusters Score -3080362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -3080365.000000 Penalty: 3344.638672
	Iteration 42Q: 3 clusters Score -3080365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -3080371.500000 Penalty: 3344.638672
	Iteration 43Q: 3 clusters Score -3080372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -3080373.500000 Penalty: 3344.638672
	Iteration 44Q: 3 clusters Score -3080374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -3080372.250000 Penalty: 3344.638672
	Iteration 45Q: 3 clusters Score -3080372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -3080372.500000 Penalty: 3344.638672
	Iteration 46Q: 3 clusters Score -3080372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -3080370.250000 Penalty: 3344.638672
	Iteration 47Q: 3 clusters Score -3080370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -3080366.750000 Penalty: 3344.638672
	Iteration 48Q: 3 clusters Score -3080367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -3080371.750000 Penalty: 3344.638672
	Iteration 49Q: 3 clusters Score -3080372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -3080372.250000 Penalty: 3344.638672
	Iteration 50Q: 3 clusters Score -3080372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -3080370.500000 Penalty: 3344.638672
	Iteration 51Q: 3 clusters Score -3080370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -3080368.500000 Penalty: 3344.638672
	Iteration 52Q: 3 clusters Score -3080368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -3080369.000000 Penalty: 3344.638672
	Iteration 53Q: 3 clusters Score -3080369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -3080367.250000 Penalty: 3344.638672
	Iteration 54Q: 3 clusters Score -3080367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -3080370.500000 Penalty: 3344.638672
	Iteration 55Q: 3 clusters Score -3080370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -3080377.000000 Penalty: 3344.638672
	Iteration 56Q: 3 clusters Score -3080377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -3080372.500000 Penalty: 3344.638672
	Iteration 57Q: 3 clusters Score -3080372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -3080374.250000 Penalty: 3344.638672
	Iteration 58Q: 3 clusters Score -3080374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -3080369.250000 Penalty: 3344.638672
	Iteration 59Q: 3 clusters Score -3080369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -3080364.750000 Penalty: 3344.638672
	Iteration 60F: 3 clusters Score -3080365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Entering Unmasked Estep 
Score: -2494723.500000 Penalty: 1638.462524
	Iteration 0F: 2 clusters Score -2494724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2478560.000000 Penalty: 3276.925049
	Iteration 0F: 3 clusters Score -2478560 nChanged 10896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -2484543.000000 Penalty: 3276.925049
	Iteration 1F: 3 clusters Score -2484543 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2485139.000000 Penalty: 3276.925049
	Iteration 2F: 3 clusters Score -2485139 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2485890.000000 Penalty: 3276.925049
	Iteration 3F: 3 clusters Score -2485890 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2486893.250000 Penalty: 3276.925049
	Iteration 4F: 3 clusters Score -2486893 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2488037.750000 Penalty: 3276.925049
	Iteration 5F: 3 clusters Score -2488038 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2489260.000000 Penalty: 3276.925049
	Iteration 6F: 3 clusters Score -2489260 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -2490484.500000 Penalty: 3276.925049
	Iteration 7F: 3 clusters Score -2490484 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -2491472.750000 Penalty: 3276.925049
	Iteration 8Q: 3 clusters Score -2491473 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -2492134.500000 Penalty: 3276.925049
	Iteration 9Q: 3 clusters Score -2492134 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -2492541.750000 Penalty: 3276.925049
	Iteration 10Q: 3 clusters Score -2492542 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -2492800.500000 Penalty: 3276.925049
	Iteration 11Q: 3 clusters Score -2492800 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -2492985.500000 Penalty: 3276.925049
	Iteration 12Q: 3 clusters Score -2492986 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -2493105.250000 Penalty: 3276.925049
	Iteration 13Q: 3 clusters Score -2493105 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -2493187.500000 Penalty: 3276.925049
	Iteration 14Q: 3 clusters Score -2493188 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -2493286.000000 Penalty: 3276.925049
	Iteration 15Q: 3 clusters Score -2493286 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -2493359.750000 Penalty: 3276.925049
	Iteration 16Q: 3 clusters Score -2493360 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -2493408.250000 Penalty: 3276.925049
	Iteration 17Q: 3 clusters Score -2493408 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -2493441.500000 Penalty: 3276.925049
	Iteration 18Q: 3 clusters Score -2493442 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -2493463.250000 Penalty: 3276.925049
	Iteration 19Q: 3 clusters Score -2493463 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -2493483.250000 Penalty: 3276.925049
	Iteration 20F: 3 clusters Score -2493483 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -2493500.250000 Penalty: 3276.925049
	Iteration 21Q: 3 clusters Score -2493500 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -2493518.750000 Penalty: 3276.925049
	Iteration 22Q: 3 clusters Score -2493519 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -2493530.500000 Penalty: 3276.925049
	Iteration 23Q: 3 clusters Score -2493530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -2493546.250000 Penalty: 3276.925049
	Iteration 24Q: 3 clusters Score -2493546 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -2493559.000000 Penalty: 3276.925049
	Iteration 25Q: 3 clusters Score -2493559 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -2493580.500000 Penalty: 3276.925049
	Iteration 26Q: 3 clusters Score -2493580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -2493600.500000 Penalty: 3276.925049
	Iteration 27Q: 3 clusters Score -2493600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -2493609.250000 Penalty: 3276.925049
	Iteration 28Q: 3 clusters Score -2493609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -2493620.250000 Penalty: 3276.925049
	Iteration 29Q: 3 clusters Score -2493620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -2493616.750000 Penalty: 3276.925049
	Iteration 30Q: 3 clusters Score -2493617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -2493617.750000 Penalty: 3276.925049
	Iteration 31Q: 3 clusters Score -2493618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -2493625.250000 Penalty: 3276.925049
	Iteration 32Q: 3 clusters Score -2493625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -2493623.250000 Penalty: 3276.925049
	Iteration 33Q: 3 clusters Score -2493623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -2493624.500000 Penalty: 3276.925049
	Iteration 34Q: 3 clusters Score -2493624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -2493625.250000 Penalty: 3276.925049
	Iteration 35Q: 3 clusters Score -2493625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -2493625.250000 Penalty: 3276.925049
	Iteration 36Q: 3 clusters Score -2493625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -2493625.000000 Penalty: 3276.925049
	Iteration 37Q: 3 clusters Score -2493625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -2493625.750000 Penalty: 3276.925049
	Iteration 38Q: 3 clusters Score -2493626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -2493629.500000 Penalty: 3276.925049
	Iteration 39Q: 3 clusters Score -2493630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -2493630.250000 Penalty: 3276.925049
	Iteration 40F: 3 clusters Score -2493630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -2493631.250000 Penalty: 3276.925049
	Iteration 41Q: 3 clusters Score -2493631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -2493631.000000 Penalty: 3276.925049
	Iteration 42Q: 3 clusters Score -2493631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -2493632.500000 Penalty: 3276.925049
	Iteration 43Q: 3 clusters Score -2493632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -2493636.750000 Penalty: 3276.925049
	Iteration 44Q: 3 clusters Score -2493637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -2493636.250000 Penalty: 3276.925049
	Iteration 45Q: 3 clusters Score -2493636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -2493636.250000 Penalty: 3276.925049
	Iteration 46Q: 3 clusters Score -2493636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -2493636.250000 Penalty: 3276.925049
	Iteration 47F: 3 clusters Score -2493636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -97571.890625 Penalty: 1119.393066
	Iteration 0F: 2 clusters Score -97571.89 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 477 members 
Entering Unmasked Estep 
Score: -96212.039062 Penalty: 2238.786133
	Iteration 0F: 3 clusters Score -96212.04 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -96486.054688 Penalty: 2238.786133
	Iteration 1F: 3 clusters Score -96486.05 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -96544.257812 Penalty: 2238.786133
	Iteration 2F: 3 clusters Score -96544.26 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -96581.171875 Penalty: 2238.786133
	Iteration 3Q: 3 clusters Score -96581.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -96600.453125 Penalty: 2238.786133
	Iteration 4Q: 3 clusters Score -96600.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -96635.242188 Penalty: 2238.786133
	Iteration 5Q: 3 clusters Score -96635.24 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -96730.062500 Penalty: 2238.786133
	Iteration 6Q: 3 clusters Score -96730.06 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -96828.078125 Penalty: 2238.786133
	Iteration 7F: 3 clusters Score -96828.08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -97041.648438 Penalty: 2238.786133
	Iteration 8F: 3 clusters Score -97041.65 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -97207.273438 Penalty: 2238.786133
	Iteration 9F: 3 clusters Score -97207.27 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -97312.375000 Penalty: 2238.786133
	Iteration 10F: 3 clusters Score -97312.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -97376.312500 Penalty: 2238.786133
	Iteration 11Q: 3 clusters Score -97376.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -97418.226562 Penalty: 2238.786133
	Iteration 12Q: 3 clusters Score -97418.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -97458.632812 Penalty: 2238.786133
	Iteration 13Q: 3 clusters Score -97458.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -97506.468750 Penalty: 2238.786133
	Iteration 14Q: 3 clusters Score -97506.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -97530.226562 Penalty: 2238.786133
	Iteration 15Q: 3 clusters Score -97530.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -97541.335938 Penalty: 2238.786133
	Iteration 16Q: 3 clusters Score -97541.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -97544.914062 Penalty: 2238.786133
	Iteration 17Q: 3 clusters Score -97544.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -97548.539062 Penalty: 2238.786133
	Iteration 18Q: 3 clusters Score -97548.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -97552.773438 Penalty: 2238.786133
	Iteration 19Q: 3 clusters Score -97552.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -97554.765625 Penalty: 2238.786133
	Iteration 20F: 3 clusters Score -97554.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -104038.546875 Penalty: 1138.145752
	Iteration 0F: 2 clusters Score -104038.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -102550.539062 Penalty: 2276.291504
	Iteration 0F: 3 clusters Score -102550.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -102894.015625 Penalty: 2276.291504
	Iteration 1F: 3 clusters Score -102894 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -103015.335938 Penalty: 2276.291504
	Iteration 2F: 3 clusters Score -103015.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -103091.335938 Penalty: 2276.291504
	Iteration 3F: 3 clusters Score -103091.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -103135.859375 Penalty: 2276.291504
	Iteration 4Q: 3 clusters Score -103135.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -103163.390625 Penalty: 2276.291504
	Iteration 5Q: 3 clusters Score -103163.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -103186.781250 Penalty: 2276.291504
	Iteration 6Q: 3 clusters Score -103186.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -103200.484375 Penalty: 2276.291504
	Iteration 7Q: 3 clusters Score -103200.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -103204.492188 Penalty: 2276.291504
	Iteration 8Q: 3 clusters Score -103204.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -103211.734375 Penalty: 2276.291504
	Iteration 9Q: 3 clusters Score -103211.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -103214.039062 Penalty: 2276.291504
	Iteration 10Q: 3 clusters Score -103214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -103217.539062 Penalty: 2276.291504
	Iteration 11Q: 3 clusters Score -103217.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -103225.523438 Penalty: 2276.291504
	Iteration 12Q: 3 clusters Score -103225.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -103236.382812 Penalty: 2276.291504
	Iteration 13Q: 3 clusters Score -103236.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -103248.960938 Penalty: 2276.291504
	Iteration 14Q: 3 clusters Score -103249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -103256.648438 Penalty: 2276.291504
	Iteration 15Q: 3 clusters Score -103256.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -103266.406250 Penalty: 2276.291504
	Iteration 16Q: 3 clusters Score -103266.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -103273.640625 Penalty: 2276.291504
	Iteration 17Q: 3 clusters Score -103273.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -103279.429688 Penalty: 2276.291504
	Iteration 18Q: 3 clusters Score -103279.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -103279.757812 Penalty: 2276.291504
	Iteration 19Q: 3 clusters Score -103279.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -103280.640625 Penalty: 2276.291504
	Iteration 20F: 3 clusters Score -103280.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -103281.250000 Penalty: 2276.291504
	Iteration 21Q: 3 clusters Score -103281.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -103282.210938 Penalty: 2276.291504
	Iteration 22Q: 3 clusters Score -103282.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -103282.210938 Penalty: 2276.291504
	Iteration 23F: 3 clusters Score -103282.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Entering Unmasked Estep 
Score: -2500132.000000 Penalty: 1634.468384
	Iteration 0F: 2 clusters Score -2500132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2484253.000000 Penalty: 3268.936768
	Iteration 0F: 3 clusters Score -2484253 nChanged 10593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2490239.250000 Penalty: 3268.936768
	Iteration 1F: 3 clusters Score -2490239 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2490629.000000 Penalty: 3268.936768
	Iteration 2Q: 3 clusters Score -2490629 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2490990.500000 Penalty: 3268.936768
	Iteration 3Q: 3 clusters Score -2490990 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2491357.750000 Penalty: 3268.936768
	Iteration 4Q: 3 clusters Score -2491358 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2491740.000000 Penalty: 3268.936768
	Iteration 5Q: 3 clusters Score -2491740 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2492234.750000 Penalty: 3268.936768
	Iteration 6Q: 3 clusters Score -2492235 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2492822.750000 Penalty: 3268.936768
	Iteration 7Q: 3 clusters Score -2492823 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2493474.250000 Penalty: 3268.936768
	Iteration 8Q: 3 clusters Score -2493474 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2494147.750000 Penalty: 3268.936768
	Iteration 9Q: 3 clusters Score -2494148 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -2494684.500000 Penalty: 3268.936768
	Iteration 10Q: 3 clusters Score -2494684 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2495012.250000 Penalty: 3268.936768
	Iteration 11Q: 3 clusters Score -2495012 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2495195.500000 Penalty: 3268.936768
	Iteration 12Q: 3 clusters Score -2495196 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2495303.750000 Penalty: 3268.936768
	Iteration 13Q: 3 clusters Score -2495304 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2495393.000000 Penalty: 3268.936768
	Iteration 14Q: 3 clusters Score -2495393 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2495476.500000 Penalty: 3268.936768
	Iteration 15Q: 3 clusters Score -2495476 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2495576.500000 Penalty: 3268.936768
	Iteration 16Q: 3 clusters Score -2495576 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2495670.250000 Penalty: 3268.936768
	Iteration 17Q: 3 clusters Score -2495670 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2495776.000000 Penalty: 3268.936768
	Iteration 18Q: 3 clusters Score -2495776 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2495885.750000 Penalty: 3268.936768
	Iteration 19Q: 3 clusters Score -2495886 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2495984.250000 Penalty: 3268.936768
	Iteration 20F: 3 clusters Score -2495984 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2496105.000000 Penalty: 3268.936768
	Iteration 21Q: 3 clusters Score -2496105 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2496216.250000 Penalty: 3268.936768
	Iteration 22Q: 3 clusters Score -2496216 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2496338.750000 Penalty: 3268.936768
	Iteration 23Q: 3 clusters Score -2496339 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2496470.750000 Penalty: 3268.936768
	Iteration 24Q: 3 clusters Score -2496471 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2496623.250000 Penalty: 3268.936768
	Iteration 25Q: 3 clusters Score -2496623 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2496793.500000 Penalty: 3268.936768
	Iteration 26Q: 3 clusters Score -2496794 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2496993.500000 Penalty: 3268.936768
	Iteration 27Q: 3 clusters Score -2496994 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2497206.000000 Penalty: 3268.936768
	Iteration 28Q: 3 clusters Score -2497206 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2497400.500000 Penalty: 3268.936768
	Iteration 29Q: 3 clusters Score -2497400 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2497605.250000 Penalty: 3268.936768
	Iteration 30Q: 3 clusters Score -2497605 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2497793.250000 Penalty: 3268.936768
	Iteration 31Q: 3 clusters Score -2497793 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2497997.000000 Penalty: 3268.936768
	Iteration 32Q: 3 clusters Score -2497997 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2498182.750000 Penalty: 3268.936768
	Iteration 33Q: 3 clusters Score -2498183 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2498345.250000 Penalty: 3268.936768
	Iteration 34Q: 3 clusters Score -2498345 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2498459.250000 Penalty: 3268.936768
	Iteration 35Q: 3 clusters Score -2498459 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2498541.000000 Penalty: 3268.936768
	Iteration 36Q: 3 clusters Score -2498541 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2498601.000000 Penalty: 3268.936768
	Iteration 37Q: 3 clusters Score -2498601 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2498638.250000 Penalty: 3268.936768
	Iteration 38Q: 3 clusters Score -2498638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2498655.000000 Penalty: 3268.936768
	Iteration 39Q: 3 clusters Score -2498655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2498670.750000 Penalty: 3268.936768
	Iteration 40F: 3 clusters Score -2498671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2498685.500000 Penalty: 3268.936768
	Iteration 41Q: 3 clusters Score -2498686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2498700.250000 Penalty: 3268.936768
	Iteration 42Q: 3 clusters Score -2498700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2498710.000000 Penalty: 3268.936768
	Iteration 43Q: 3 clusters Score -2498710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2498721.000000 Penalty: 3268.936768
	Iteration 44Q: 3 clusters Score -2498721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2498726.750000 Penalty: 3268.936768
	Iteration 45Q: 3 clusters Score -2498727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2498731.750000 Penalty: 3268.936768
	Iteration 46Q: 3 clusters Score -2498732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2498735.750000 Penalty: 3268.936768
	Iteration 47Q: 3 clusters Score -2498736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2498741.000000 Penalty: 3268.936768
	Iteration 48Q: 3 clusters Score -2498741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2498744.000000 Penalty: 3268.936768
	Iteration 49Q: 3 clusters Score -2498744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2498745.000000 Penalty: 3268.936768
	Iteration 50Q: 3 clusters Score -2498745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2498745.000000 Penalty: 3268.936768
	Iteration 51Q: 3 clusters Score -2498745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2498745.000000 Penalty: 3268.936768
	Iteration 52F: 3 clusters Score -2498745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Entering Unmasked Estep 
Score: -443044.562500 Penalty: 1382.246460
	Iteration 0F: 2 clusters Score -443044.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -439203.718750 Penalty: 2764.492920
	Iteration 0F: 3 clusters Score -439203.7 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -440522.343750 Penalty: 2764.492920
	Iteration 1F: 3 clusters Score -440522.3 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -441049.593750 Penalty: 2764.492920
	Iteration 2F: 3 clusters Score -441049.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -441511.937500 Penalty: 2764.492920
	Iteration 3F: 3 clusters Score -441511.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -441857.750000 Penalty: 2764.492920
	Iteration 4F: 3 clusters Score -441857.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -442104.906250 Penalty: 2764.492920
	Iteration 5F: 3 clusters Score -442104.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -442288.656250 Penalty: 2764.492920
	Iteration 6Q: 3 clusters Score -442288.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -442408.468750 Penalty: 2764.492920
	Iteration 7Q: 3 clusters Score -442408.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -442506.812500 Penalty: 2764.492920
	Iteration 8Q: 3 clusters Score -442506.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -442586.000000 Penalty: 2764.492920
	Iteration 9Q: 3 clusters Score -442586 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -442653.812500 Penalty: 2764.492920
	Iteration 10Q: 3 clusters Score -442653.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -442707.093750 Penalty: 2764.492920
	Iteration 11Q: 3 clusters Score -442707.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -442748.375000 Penalty: 2764.492920
	Iteration 12Q: 3 clusters Score -442748.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -442782.281250 Penalty: 2764.492920
	Iteration 13Q: 3 clusters Score -442782.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -442810.687500 Penalty: 2764.492920
	Iteration 14Q: 3 clusters Score -442810.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -442847.843750 Penalty: 2764.492920
	Iteration 15Q: 3 clusters Score -442847.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -442881.000000 Penalty: 2764.492920
	Iteration 16Q: 3 clusters Score -442881 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -442911.968750 Penalty: 2764.492920
	Iteration 17Q: 3 clusters Score -442912 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -442944.750000 Penalty: 2764.492920
	Iteration 18Q: 3 clusters Score -442944.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -442991.656250 Penalty: 2764.492920
	Iteration 19Q: 3 clusters Score -442991.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -443030.000000 Penalty: 2764.492920
	Iteration 20F: 3 clusters Score -443030 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -443063.687500 Penalty: 2764.492920
	Iteration 21Q: 3 clusters Score -443063.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -443101.281250 Penalty: 2764.492920
	Iteration 22Q: 3 clusters Score -443101.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -443140.687500 Penalty: 2764.492920
	Iteration 23Q: 3 clusters Score -443140.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -443170.812500 Penalty: 2764.492920
	Iteration 24Q: 3 clusters Score -443170.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -443193.812500 Penalty: 2764.492920
	Iteration 25Q: 3 clusters Score -443193.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -443214.125000 Penalty: 2764.492920
	Iteration 26Q: 3 clusters Score -443214.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -443224.937500 Penalty: 2764.492920
	Iteration 27Q: 3 clusters Score -443224.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -443238.562500 Penalty: 2764.492920
	Iteration 28Q: 3 clusters Score -443238.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -443248.000000 Penalty: 2764.492920
	Iteration 29Q: 3 clusters Score -443248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -443254.875000 Penalty: 2764.492920
	Iteration 30Q: 3 clusters Score -443254.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -443259.500000 Penalty: 2764.492920
	Iteration 31Q: 3 clusters Score -443259.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -443265.093750 Penalty: 2764.492920
	Iteration 32Q: 3 clusters Score -443265.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -443268.000000 Penalty: 2764.492920
	Iteration 33Q: 3 clusters Score -443268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -443271.000000 Penalty: 2764.492920
	Iteration 34Q: 3 clusters Score -443271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -443275.312500 Penalty: 2764.492920
	Iteration 35Q: 3 clusters Score -443275.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -443277.125000 Penalty: 2764.492920
	Iteration 36Q: 3 clusters Score -443277.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -443278.625000 Penalty: 2764.492920
	Iteration 37Q: 3 clusters Score -443278.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -443280.843750 Penalty: 2764.492920
	Iteration 38Q: 3 clusters Score -443280.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -443281.437500 Penalty: 2764.492920
	Iteration 39Q: 3 clusters Score -443281.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -443284.281250 Penalty: 2764.492920
	Iteration 40F: 3 clusters Score -443284.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -443285.125000 Penalty: 2764.492920
	Iteration 41Q: 3 clusters Score -443285.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -443289.031250 Penalty: 2764.492920
	Iteration 42Q: 3 clusters Score -443289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -443292.781250 Penalty: 2764.492920
	Iteration 43Q: 3 clusters Score -443292.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -443297.906250 Penalty: 2764.492920
	Iteration 44Q: 3 clusters Score -443297.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -443301.031250 Penalty: 2764.492920
	Iteration 45Q: 3 clusters Score -443301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -443305.000000 Penalty: 2764.492920
	Iteration 46Q: 3 clusters Score -443305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -443309.968750 Penalty: 2764.492920
	Iteration 47Q: 3 clusters Score -443310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -443318.593750 Penalty: 2764.492920
	Iteration 48Q: 3 clusters Score -443318.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -443328.218750 Penalty: 2764.492920
	Iteration 49Q: 3 clusters Score -443328.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -443345.312500 Penalty: 2764.492920
	Iteration 50Q: 3 clusters Score -443345.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -443362.781250 Penalty: 2764.492920
	Iteration 51Q: 3 clusters Score -443362.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -443376.000000 Penalty: 2764.492920
	Iteration 52Q: 3 clusters Score -443376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -443388.187500 Penalty: 2764.492920
	Iteration 53Q: 3 clusters Score -443388.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -443407.656250 Penalty: 2764.492920
	Iteration 54Q: 3 clusters Score -443407.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -443434.718750 Penalty: 2764.492920
	Iteration 55Q: 3 clusters Score -443434.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -443446.281250 Penalty: 2764.492920
	Iteration 56Q: 3 clusters Score -443446.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -443452.125000 Penalty: 2764.492920
	Iteration 57Q: 3 clusters Score -443452.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -443454.468750 Penalty: 2764.492920
	Iteration 58Q: 3 clusters Score -443454.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -443457.437500 Penalty: 2764.492920
	Iteration 59Q: 3 clusters Score -443457.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -443457.843750 Penalty: 2764.492920
	Iteration 60F: 3 clusters Score -443457.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -443458.125000 Penalty: 2764.492920
	Iteration 61Q: 3 clusters Score -443458.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -443458.125000 Penalty: 2764.492920
	Iteration 62F: 3 clusters Score -443458.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 19066 members 
Mstep: Class 3 contains 4569 members 
Mstep: Class 4 contains 24190 members 
Mstep: Class 5 contains 19372 members 
Mstep: Class 6 contains 16795 members 
Mstep: Class 7 contains 124796 members 
Mstep: Class 8 contains 39145 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 183527 members 
Mstep: Class 11 contains 193 members 
Mstep: Class 12 contains 4669 members 
Mstep: Class 13 contains 6157 members 
Mstep: Class 14 contains 947 members 
Mstep: Class 15 contains 4102 members 
Mstep: Class 16 contains 1815 members 
Mstep: Class 17 contains 2124 members 
Mstep: Class 18 contains 17942 members 
Mstep: Class 19 contains 29472 members 
Mstep: Class 20 contains 23929 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 1101 members 
Mstep: Class 23 contains 23348 members 
Mstep: Class 24 contains 1283 members 
Mstep: Class 25 contains 51250 members 
Mstep: Class 26 contains 10924 members 
Mstep: Class 27 contains 4286 members 
Mstep: Class 28 contains 5416 members 
Mstep: Class 29 contains 100 members 
Mstep: Class 30 contains 3333 members 
Mstep: Class 31 contains 3662 members 
Entering Unmasked Estep 
Score: -65935168.000000 Penalty: 67358.195312
Splitting cluster 24 changes total score from -65934592.000000 to -65935168.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 25 (51250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51250 members 
Entering Unmasked Estep 
Score: -5406396.500000 Penalty: 1762.226562
	Iteration 0F: 2 clusters Score -5406396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -5372074.000000 Penalty: 3524.453125
	Iteration 0F: 3 clusters Score -5372074 nChanged 24219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -5385899.000000 Penalty: 3524.453125
	Iteration 1F: 3 clusters Score -5385899 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -5386657.000000 Penalty: 3524.453125
	Iteration 2Q: 3 clusters Score -5386657 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -5387518.000000 Penalty: 3524.453125
	Iteration 3Q: 3 clusters Score -5387518 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -5388543.500000 Penalty: 3524.453125
	Iteration 4Q: 3 clusters Score -5388544 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -5389961.000000 Penalty: 3524.453125
	Iteration 5F: 3 clusters Score -5389961 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -5391974.500000 Penalty: 3524.453125
	Iteration 6F: 3 clusters Score -5391974 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -5394810.500000 Penalty: 3524.453125
	Iteration 7F: 3 clusters Score -5394810 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -5398191.000000 Penalty: 3524.453125
	Iteration 8F: 3 clusters Score -5398191 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -5401253.500000 Penalty: 3524.453125
	Iteration 9F: 3 clusters Score -5401254 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -5403338.500000 Penalty: 3524.453125
	Iteration 10F: 3 clusters Score -5403338 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -5404602.500000 Penalty: 3524.453125
	Iteration 11Q: 3 clusters Score -5404602 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -5405309.500000 Penalty: 3524.453125
	Iteration 12Q: 3 clusters Score -5405310 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -5405699.500000 Penalty: 3524.453125
	Iteration 13Q: 3 clusters Score -5405700 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -5405924.000000 Penalty: 3524.453125
	Iteration 14Q: 3 clusters Score -5405924 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -5406045.000000 Penalty: 3524.453125
	Iteration 15Q: 3 clusters Score -5406045 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -5406117.000000 Penalty: 3524.453125
	Iteration 16Q: 3 clusters Score -5406117 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -5406174.500000 Penalty: 3524.453125
	Iteration 17Q: 3 clusters Score -5406174 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -5406207.500000 Penalty: 3524.453125
	Iteration 18Q: 3 clusters Score -5406208 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -5406255.000000 Penalty: 3524.453125
	Iteration 19Q: 3 clusters Score -5406255 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -5406285.500000 Penalty: 3524.453125
	Iteration 20F: 3 clusters Score -5406286 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -5406316.000000 Penalty: 3524.453125
	Iteration 21Q: 3 clusters Score -5406316 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -5406325.500000 Penalty: 3524.453125
	Iteration 22Q: 3 clusters Score -5406326 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -5406349.500000 Penalty: 3524.453125
	Iteration 23Q: 3 clusters Score -5406350 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -5406369.500000 Penalty: 3524.453125
	Iteration 24Q: 3 clusters Score -5406370 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -5406363.500000 Penalty: 3524.453125
	Iteration 25Q: 3 clusters Score -5406364 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -5406378.000000 Penalty: 3524.453125
	Iteration 26Q: 3 clusters Score -5406378 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -5406380.000000 Penalty: 3524.453125
	Iteration 27Q: 3 clusters Score -5406380 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -5406377.000000 Penalty: 3524.453125
	Iteration 28Q: 3 clusters Score -5406377 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -5406389.500000 Penalty: 3524.453125
	Iteration 29Q: 3 clusters Score -5406390 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -5406404.500000 Penalty: 3524.453125
	Iteration 30Q: 3 clusters Score -5406404 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -5406407.500000 Penalty: 3524.453125
	Iteration 31Q: 3 clusters Score -5406408 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -5406404.000000 Penalty: 3524.453125
	Iteration 32Q: 3 clusters Score -5406404 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -5406415.000000 Penalty: 3524.453125
	Iteration 33Q: 3 clusters Score -5406415 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -5406412.000000 Penalty: 3524.453125
	Iteration 34Q: 3 clusters Score -5406412 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -5406423.500000 Penalty: 3524.453125
	Iteration 35Q: 3 clusters Score -5406424 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -5406409.000000 Penalty: 3524.453125
	Iteration 36Q: 3 clusters Score -5406409 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -5406412.500000 Penalty: 3524.453125
	Iteration 37Q: 3 clusters Score -5406412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -5406420.000000 Penalty: 3524.453125
	Iteration 38Q: 3 clusters Score -5406420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -5406423.000000 Penalty: 3524.453125
	Iteration 39Q: 3 clusters Score -5406423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -5406418.000000 Penalty: 3524.453125
	Iteration 40F: 3 clusters Score -5406418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -5406425.500000 Penalty: 3524.453125
	Iteration 41Q: 3 clusters Score -5406426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -5406425.000000 Penalty: 3524.453125
	Iteration 42Q: 3 clusters Score -5406425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -5406426.500000 Penalty: 3524.453125
	Iteration 43Q: 3 clusters Score -5406426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -5406423.000000 Penalty: 3524.453125
	Iteration 44Q: 3 clusters Score -5406423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -5406419.000000 Penalty: 3524.453125
	Iteration 45Q: 3 clusters Score -5406419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -5406413.500000 Penalty: 3524.453125
	Iteration 46Q: 3 clusters Score -5406414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -5406416.000000 Penalty: 3524.453125
	Iteration 47Q: 3 clusters Score -5406416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -5406415.500000 Penalty: 3524.453125
	Iteration 48Q: 3 clusters Score -5406416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -5406421.000000 Penalty: 3524.453125
	Iteration 49Q: 3 clusters Score -5406421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -5406427.500000 Penalty: 3524.453125
	Iteration 50Q: 3 clusters Score -5406428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -5406425.500000 Penalty: 3524.453125
	Iteration 51Q: 3 clusters Score -5406426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -5406423.000000 Penalty: 3524.453125
	Iteration 52Q: 3 clusters Score -5406423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -5406420.500000 Penalty: 3524.453125
	Iteration 53Q: 3 clusters Score -5406420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -5406430.500000 Penalty: 3524.453125
	Iteration 54Q: 3 clusters Score -5406430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -5406423.000000 Penalty: 3524.453125
	Iteration 55Q: 3 clusters Score -5406423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -5406424.000000 Penalty: 3524.453125
	Iteration 56Q: 3 clusters Score -5406424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -5406424.000000 Penalty: 3524.453125
	Iteration 57Q: 3 clusters Score -5406424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -5406426.000000 Penalty: 3524.453125
	Iteration 58Q: 3 clusters Score -5406426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -5406421.000000 Penalty: 3524.453125
	Iteration 59Q: 3 clusters Score -5406421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -5406421.500000 Penalty: 3524.453125
	Iteration 60F: 3 clusters Score -5406422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -5406423.000000 Penalty: 3524.453125
	Iteration 61Q: 3 clusters Score -5406423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -5406426.000000 Penalty: 3524.453125
	Iteration 62Q: 3 clusters Score -5406426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -5406428.000000 Penalty: 3524.453125
	Iteration 63Q: 3 clusters Score -5406428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -5406426.500000 Penalty: 3524.453125
	Iteration 64Q: 3 clusters Score -5406426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -5406426.500000 Penalty: 3524.453125
	Iteration 65F: 3 clusters Score -5406426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 19066 members 
Mstep: Class 3 contains 4569 members 
Mstep: Class 4 contains 24190 members 
Mstep: Class 5 contains 19372 members 
Mstep: Class 6 contains 16795 members 
Mstep: Class 7 contains 124796 members 
Mstep: Class 8 contains 39145 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 183527 members 
Mstep: Class 11 contains 193 members 
Mstep: Class 12 contains 4669 members 
Mstep: Class 13 contains 6157 members 
Mstep: Class 14 contains 947 members 
Mstep: Class 15 contains 4102 members 
Mstep: Class 16 contains 1815 members 
Mstep: Class 17 contains 2124 members 
Mstep: Class 18 contains 17942 members 
Mstep: Class 19 contains 29472 members 
Mstep: Class 20 contains 23929 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 1101 members 
Mstep: Class 23 contains 23348 members 
Mstep: Class 24 contains 1283 members 
Mstep: Class 25 contains 38416 members 
Mstep: Class 26 contains 10924 members 
Mstep: Class 27 contains 4286 members 
Mstep: Class 28 contains 5416 members 
Mstep: Class 29 contains 100 members 
Mstep: Class 30 contains 3333 members 
Mstep: Class 31 contains 3662 members 
Mstep: Class 32 contains 12834 members 
Entering Unmasked Estep 
Score: -65934900.000000 Penalty: 69531.039062
Splitting cluster 25 changes total score from -65934592.000000 to -65934900.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 26 (10924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Entering Unmasked Estep 
Score: -1118880.750000 Penalty: 1511.041626
	Iteration 0F: 2 clusters Score -1118881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1111177.250000 Penalty: 3022.083252
	Iteration 0F: 3 clusters Score -1111177 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1113810.500000 Penalty: 3022.083252
	Iteration 1F: 3 clusters Score -1113810 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1114251.125000 Penalty: 3022.083252
	Iteration 2F: 3 clusters Score -1114251 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1114703.125000 Penalty: 3022.083252
	Iteration 3F: 3 clusters Score -1114703 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1115205.625000 Penalty: 3022.083252
	Iteration 4F: 3 clusters Score -1115206 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1115668.375000 Penalty: 3022.083252
	Iteration 5F: 3 clusters Score -1115668 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1116073.750000 Penalty: 3022.083252
	Iteration 6F: 3 clusters Score -1116074 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1116429.750000 Penalty: 3022.083252
	Iteration 7F: 3 clusters Score -1116430 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1116715.375000 Penalty: 3022.083252
	Iteration 8Q: 3 clusters Score -1116715 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1116927.125000 Penalty: 3022.083252
	Iteration 9Q: 3 clusters Score -1116927 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1117093.500000 Penalty: 3022.083252
	Iteration 10Q: 3 clusters Score -1117094 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1117250.000000 Penalty: 3022.083252
	Iteration 11Q: 3 clusters Score -1117250 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1117421.250000 Penalty: 3022.083252
	Iteration 12Q: 3 clusters Score -1117421 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1117585.375000 Penalty: 3022.083252
	Iteration 13Q: 3 clusters Score -1117585 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1117695.625000 Penalty: 3022.083252
	Iteration 14Q: 3 clusters Score -1117696 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1117753.250000 Penalty: 3022.083252
	Iteration 15Q: 3 clusters Score -1117753 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1117783.000000 Penalty: 3022.083252
	Iteration 16Q: 3 clusters Score -1117783 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1117814.750000 Penalty: 3022.083252
	Iteration 17Q: 3 clusters Score -1117815 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1117835.375000 Penalty: 3022.083252
	Iteration 18Q: 3 clusters Score -1117835 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1117857.375000 Penalty: 3022.083252
	Iteration 19Q: 3 clusters Score -1117857 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1117869.000000 Penalty: 3022.083252
	Iteration 20F: 3 clusters Score -1117869 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1117878.250000 Penalty: 3022.083252
	Iteration 21Q: 3 clusters Score -1117878 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1117887.125000 Penalty: 3022.083252
	Iteration 22Q: 3 clusters Score -1117887 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1117892.250000 Penalty: 3022.083252
	Iteration 23Q: 3 clusters Score -1117892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1117894.125000 Penalty: 3022.083252
	Iteration 24Q: 3 clusters Score -1117894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1117898.250000 Penalty: 3022.083252
	Iteration 25Q: 3 clusters Score -1117898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1117899.750000 Penalty: 3022.083252
	Iteration 26Q: 3 clusters Score -1117900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1117904.875000 Penalty: 3022.083252
	Iteration 27Q: 3 clusters Score -1117905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1117901.500000 Penalty: 3022.083252
	Iteration 28Q: 3 clusters Score -1117902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1117905.625000 Penalty: 3022.083252
	Iteration 29Q: 3 clusters Score -1117906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1117908.625000 Penalty: 3022.083252
	Iteration 30Q: 3 clusters Score -1117909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1117911.750000 Penalty: 3022.083252
	Iteration 31Q: 3 clusters Score -1117912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1117912.000000 Penalty: 3022.083252
	Iteration 32Q: 3 clusters Score -1117912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1117913.125000 Penalty: 3022.083252
	Iteration 33Q: 3 clusters Score -1117913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1117913.750000 Penalty: 3022.083252
	Iteration 34Q: 3 clusters Score -1117914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1117914.625000 Penalty: 3022.083252
	Iteration 35Q: 3 clusters Score -1117915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1117914.000000 Penalty: 3022.083252
	Iteration 36Q: 3 clusters Score -1117914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1117914.750000 Penalty: 3022.083252
	Iteration 37Q: 3 clusters Score -1117915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1117915.000000 Penalty: 3022.083252
	Iteration 38Q: 3 clusters Score -1117915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1117915.000000 Penalty: 3022.083252
	Iteration 39F: 3 clusters Score -1117915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Entering Unmasked Estep 
Score: -444543.750000 Penalty: 1359.005249
	Iteration 0F: 2 clusters Score -444543.8 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 2100 members 
Entering Unmasked Estep 
Score: -440989.343750 Penalty: 2718.010498
	Iteration 0F: 3 clusters Score -440989.3 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -441928.156250 Penalty: 2718.010498
	Iteration 1F: 3 clusters Score -441928.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -442085.281250 Penalty: 2718.010498
	Iteration 2F: 3 clusters Score -442085.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -442207.656250 Penalty: 2718.010498
	Iteration 3F: 3 clusters Score -442207.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -442342.812500 Penalty: 2718.010498
	Iteration 4Q: 3 clusters Score -442342.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -442516.406250 Penalty: 2718.010498
	Iteration 5Q: 3 clusters Score -442516.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -442748.156250 Penalty: 2718.010498
	Iteration 6F: 3 clusters Score -442748.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -442989.437500 Penalty: 2718.010498
	Iteration 7F: 3 clusters Score -442989.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -443167.437500 Penalty: 2718.010498
	Iteration 8Q: 3 clusters Score -443167.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -443283.750000 Penalty: 2718.010498
	Iteration 9Q: 3 clusters Score -443283.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -443350.843750 Penalty: 2718.010498
	Iteration 10Q: 3 clusters Score -443350.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -443413.812500 Penalty: 2718.010498
	Iteration 11Q: 3 clusters Score -443413.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -443469.156250 Penalty: 2718.010498
	Iteration 12Q: 3 clusters Score -443469.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -443513.437500 Penalty: 2718.010498
	Iteration 13Q: 3 clusters Score -443513.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -443539.906250 Penalty: 2718.010498
	Iteration 14Q: 3 clusters Score -443539.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -443568.781250 Penalty: 2718.010498
	Iteration 15Q: 3 clusters Score -443568.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -443580.437500 Penalty: 2718.010498
	Iteration 16Q: 3 clusters Score -443580.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -443589.156250 Penalty: 2718.010498
	Iteration 17Q: 3 clusters Score -443589.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -443596.218750 Penalty: 2718.010498
	Iteration 18Q: 3 clusters Score -443596.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -443603.187500 Penalty: 2718.010498
	Iteration 19Q: 3 clusters Score -443603.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -443607.968750 Penalty: 2718.010498
	Iteration 20F: 3 clusters Score -443608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -443612.843750 Penalty: 2718.010498
	Iteration 21Q: 3 clusters Score -443612.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -443618.718750 Penalty: 2718.010498
	Iteration 22Q: 3 clusters Score -443618.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -443624.843750 Penalty: 2718.010498
	Iteration 23Q: 3 clusters Score -443624.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -443630.656250 Penalty: 2718.010498
	Iteration 24Q: 3 clusters Score -443630.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -443632.843750 Penalty: 2718.010498
	Iteration 25Q: 3 clusters Score -443632.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -443635.125000 Penalty: 2718.010498
	Iteration 26Q: 3 clusters Score -443635.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -443640.093750 Penalty: 2718.010498
	Iteration 27Q: 3 clusters Score -443640.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -443645.031250 Penalty: 2718.010498
	Iteration 28Q: 3 clusters Score -443645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -443649.750000 Penalty: 2718.010498
	Iteration 29Q: 3 clusters Score -443649.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -443659.031250 Penalty: 2718.010498
	Iteration 30Q: 3 clusters Score -443659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -443663.593750 Penalty: 2718.010498
	Iteration 31Q: 3 clusters Score -443663.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -443665.437500 Penalty: 2718.010498
	Iteration 32Q: 3 clusters Score -443665.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -443667.000000 Penalty: 2718.010498
	Iteration 33Q: 3 clusters Score -443667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -443668.062500 Penalty: 2718.010498
	Iteration 34Q: 3 clusters Score -443668.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -443671.843750 Penalty: 2718.010498
	Iteration 35Q: 3 clusters Score -443671.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -443675.281250 Penalty: 2718.010498
	Iteration 36Q: 3 clusters Score -443675.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -443683.500000 Penalty: 2718.010498
	Iteration 37Q: 3 clusters Score -443683.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -443691.843750 Penalty: 2718.010498
	Iteration 38Q: 3 clusters Score -443691.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -443703.218750 Penalty: 2718.010498
	Iteration 39Q: 3 clusters Score -443703.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -443720.312500 Penalty: 2718.010498
	Iteration 40F: 3 clusters Score -443720.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -443745.656250 Penalty: 2718.010498
	Iteration 41Q: 3 clusters Score -443745.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -443776.906250 Penalty: 2718.010498
	Iteration 42Q: 3 clusters Score -443776.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -443802.312500 Penalty: 2718.010498
	Iteration 43Q: 3 clusters Score -443802.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -443822.343750 Penalty: 2718.010498
	Iteration 44Q: 3 clusters Score -443822.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -443840.843750 Penalty: 2718.010498
	Iteration 45Q: 3 clusters Score -443840.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -443854.781250 Penalty: 2718.010498
	Iteration 46Q: 3 clusters Score -443854.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -443867.406250 Penalty: 2718.010498
	Iteration 47Q: 3 clusters Score -443867.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -443886.656250 Penalty: 2718.010498
	Iteration 48Q: 3 clusters Score -443886.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -443901.968750 Penalty: 2718.010498
	Iteration 49Q: 3 clusters Score -443902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -443913.468750 Penalty: 2718.010498
	Iteration 50Q: 3 clusters Score -443913.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -443925.093750 Penalty: 2718.010498
	Iteration 51Q: 3 clusters Score -443925.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -443928.750000 Penalty: 2718.010498
	Iteration 52Q: 3 clusters Score -443928.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -443930.843750 Penalty: 2718.010498
	Iteration 53Q: 3 clusters Score -443930.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -443933.937500 Penalty: 2718.010498
	Iteration 54Q: 3 clusters Score -443933.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -443936.500000 Penalty: 2718.010498
	Iteration 55Q: 3 clusters Score -443936.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -443939.281250 Penalty: 2718.010498
	Iteration 56Q: 3 clusters Score -443939.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -443943.250000 Penalty: 2718.010498
	Iteration 57Q: 3 clusters Score -443943.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -443943.718750 Penalty: 2718.010498
	Iteration 58Q: 3 clusters Score -443943.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -443943.718750 Penalty: 2718.010498
	Iteration 59F: 3 clusters Score -443943.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Entering Unmasked Estep 
Score: -570426.125000 Penalty: 1397.030762
	Iteration 0F: 2 clusters Score -570426.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -566213.687500 Penalty: 2794.061523
	Iteration 0F: 3 clusters Score -566213.7 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -567385.500000 Penalty: 2794.061523
	Iteration 1F: 3 clusters Score -567385.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -567575.000000 Penalty: 2794.061523
	Iteration 2F: 3 clusters Score -567575 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -567697.375000 Penalty: 2794.061523
	Iteration 3F: 3 clusters Score -567697.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -567802.062500 Penalty: 2794.061523
	Iteration 4Q: 3 clusters Score -567802.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -567912.500000 Penalty: 2794.061523
	Iteration 5Q: 3 clusters Score -567912.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -568042.812500 Penalty: 2794.061523
	Iteration 6Q: 3 clusters Score -568042.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -568181.187500 Penalty: 2794.061523
	Iteration 7Q: 3 clusters Score -568181.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -568301.500000 Penalty: 2794.061523
	Iteration 8Q: 3 clusters Score -568301.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -568416.312500 Penalty: 2794.061523
	Iteration 9Q: 3 clusters Score -568416.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -568550.437500 Penalty: 2794.061523
	Iteration 10Q: 3 clusters Score -568550.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -568698.937500 Penalty: 2794.061523
	Iteration 11Q: 3 clusters Score -568698.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -568821.750000 Penalty: 2794.061523
	Iteration 12Q: 3 clusters Score -568821.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -568952.125000 Penalty: 2794.061523
	Iteration 13Q: 3 clusters Score -568952.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -569123.375000 Penalty: 2794.061523
	Iteration 14Q: 3 clusters Score -569123.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -569343.312500 Penalty: 2794.061523
	Iteration 15Q: 3 clusters Score -569343.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -569521.812500 Penalty: 2794.061523
	Iteration 16Q: 3 clusters Score -569521.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -569641.750000 Penalty: 2794.061523
	Iteration 17Q: 3 clusters Score -569641.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -569719.000000 Penalty: 2794.061523
	Iteration 18Q: 3 clusters Score -569719 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -569782.625000 Penalty: 2794.061523
	Iteration 19Q: 3 clusters Score -569782.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -569855.687500 Penalty: 2794.061523
	Iteration 20F: 3 clusters Score -569855.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -569932.937500 Penalty: 2794.061523
	Iteration 21Q: 3 clusters Score -569932.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -570000.312500 Penalty: 2794.061523
	Iteration 22Q: 3 clusters Score -570000.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -570037.125000 Penalty: 2794.061523
	Iteration 23Q: 3 clusters Score -570037.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -570080.062500 Penalty: 2794.061523
	Iteration 24Q: 3 clusters Score -570080.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -570114.250000 Penalty: 2794.061523
	Iteration 25Q: 3 clusters Score -570114.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -570133.187500 Penalty: 2794.061523
	Iteration 26Q: 3 clusters Score -570133.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -570155.875000 Penalty: 2794.061523
	Iteration 27Q: 3 clusters Score -570155.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -570176.687500 Penalty: 2794.061523
	Iteration 28Q: 3 clusters Score -570176.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -570194.375000 Penalty: 2794.061523
	Iteration 29Q: 3 clusters Score -570194.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -570205.625000 Penalty: 2794.061523
	Iteration 30Q: 3 clusters Score -570205.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -570210.625000 Penalty: 2794.061523
	Iteration 31Q: 3 clusters Score -570210.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -570214.312500 Penalty: 2794.061523
	Iteration 32Q: 3 clusters Score -570214.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -570216.812500 Penalty: 2794.061523
	Iteration 33Q: 3 clusters Score -570216.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -570218.062500 Penalty: 2794.061523
	Iteration 34Q: 3 clusters Score -570218.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -570220.625000 Penalty: 2794.061523
	Iteration 35Q: 3 clusters Score -570220.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -570221.562500 Penalty: 2794.061523
	Iteration 36Q: 3 clusters Score -570221.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -570222.062500 Penalty: 2794.061523
	Iteration 37Q: 3 clusters Score -570222.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -570221.312500 Penalty: 2794.061523
	Iteration 38Q: 3 clusters Score -570221.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -570221.312500 Penalty: 2794.061523
	Iteration 39F: 3 clusters Score -570221.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 19066 members 
Mstep: Class 3 contains 4569 members 
Mstep: Class 4 contains 24190 members 
Mstep: Class 5 contains 19372 members 
Mstep: Class 6 contains 16795 members 
Mstep: Class 7 contains 124796 members 
Mstep: Class 8 contains 39145 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 183527 members 
Mstep: Class 11 contains 193 members 
Mstep: Class 12 contains 4669 members 
Mstep: Class 13 contains 6157 members 
Mstep: Class 14 contains 947 members 
Mstep: Class 15 contains 4102 members 
Mstep: Class 16 contains 1815 members 
Mstep: Class 17 contains 2124 members 
Mstep: Class 18 contains 17942 members 
Mstep: Class 19 contains 29472 members 
Mstep: Class 20 contains 23929 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 1101 members 
Mstep: Class 23 contains 23348 members 
Mstep: Class 24 contains 1283 members 
Mstep: Class 25 contains 38416 members 
Mstep: Class 26 contains 10924 members 
Mstep: Class 27 contains 4286 members 
Mstep: Class 28 contains 5416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65937480.000000 Penalty: 69531.039062
Iteration 79Q: 33 clusters Score -6.593748e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 19057 members 
Mstep: Class 3 contains 4585 members 
Mstep: Class 4 contains 24336 members 
Mstep: Class 5 contains 19357 members 
Mstep: Class 6 contains 16606 members 
Mstep: Class 7 contains 124255 members 
Mstep: Class 8 contains 39469 members 
Mstep: Class 9 contains 11208 members 
Mstep: Class 10 contains 183408 members 
Mstep: Class 11 contains 208 members 
Mstep: Class 12 contains 4890 members 
Mstep: Class 13 contains 6259 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 4065 members 
Mstep: Class 16 contains 1809 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 17984 members 
Mstep: Class 19 contains 29450 members 
Mstep: Class 20 contains 23604 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1108 members 
Mstep: Class 23 contains 23829 members 
Mstep: Class 24 contains 1294 members 
Mstep: Class 25 contains 38766 members 
Mstep: Class 26 contains 10930 members 
Mstep: Class 27 contains 4310 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 114 members 
Mstep: Class 30 contains 3285 members 
Mstep: Class 31 contains 3510 members 
Mstep: Class 32 contains 12499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65939712.000000 Penalty: 69531.039062
Iteration 80F: 33 clusters Score -6.593971e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 19056 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 24341 members 
Mstep: Class 5 contains 19306 members 
Mstep: Class 6 contains 16408 members 
Mstep: Class 7 contains 123861 members 
Mstep: Class 8 contains 39525 members 
Mstep: Class 9 contains 11225 members 
Mstep: Class 10 contains 183273 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 4847 members 
Mstep: Class 13 contains 6297 members 
Mstep: Class 14 contains 997 members 
Mstep: Class 15 contains 4033 members 
Mstep: Class 16 contains 1804 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 17939 members 
Mstep: Class 19 contains 29388 members 
Mstep: Class 20 contains 23240 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1105 members 
Mstep: Class 23 contains 24248 members 
Mstep: Class 24 contains 1307 members 
Mstep: Class 25 contains 38970 members 
Mstep: Class 26 contains 10801 members 
Mstep: Class 27 contains 4262 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 130 members 
Mstep: Class 30 contains 3312 members 
Mstep: Class 31 contains 3964 members 
Mstep: Class 32 contains 12795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65941328.000000 Penalty: 69531.039062
Iteration 81Q: 33 clusters Score -6.594133e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 19046 members 
Mstep: Class 3 contains 4575 members 
Mstep: Class 4 contains 24325 members 
Mstep: Class 5 contains 19271 members 
Mstep: Class 6 contains 16277 members 
Mstep: Class 7 contains 123545 members 
Mstep: Class 8 contains 39613 members 
Mstep: Class 9 contains 11239 members 
Mstep: Class 10 contains 183119 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 4848 members 
Mstep: Class 13 contains 6316 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 15 contains 4008 members 
Mstep: Class 16 contains 1803 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 17896 members 
Mstep: Class 19 contains 29329 members 
Mstep: Class 20 contains 22923 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1102 members 
Mstep: Class 23 contains 24661 members 
Mstep: Class 24 contains 1331 members 
Mstep: Class 25 contains 39108 members 
Mstep: Class 26 contains 10711 members 
Mstep: Class 27 contains 4255 members 
Mstep: Class 28 contains 5427 members 
Mstep: Class 29 contains 135 members 
Mstep: Class 30 contains 3323 members 
Mstep: Class 31 contains 4255 members 
Mstep: Class 32 contains 13019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65942036.000000 Penalty: 69531.039062
Iteration 82Q: 33 clusters Score -6.594204e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 19025 members 
Mstep: Class 3 contains 4572 members 
Mstep: Class 4 contains 24320 members 
Mstep: Class 5 contains 19255 members 
Mstep: Class 6 contains 16186 members 
Mstep: Class 7 contains 123270 members 
Mstep: Class 8 contains 39718 members 
Mstep: Class 9 contains 11268 members 
Mstep: Class 10 contains 182919 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 4864 members 
Mstep: Class 13 contains 6357 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 3993 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 17873 members 
Mstep: Class 19 contains 29279 members 
Mstep: Class 20 contains 22614 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 1098 members 
Mstep: Class 23 contains 25087 members 
Mstep: Class 24 contains 1340 members 
Mstep: Class 25 contains 39174 members 
Mstep: Class 26 contains 10639 members 
Mstep: Class 27 contains 4255 members 
Mstep: Class 28 contains 5435 members 
Mstep: Class 29 contains 135 members 
Mstep: Class 30 contains 3336 members 
Mstep: Class 31 contains 4469 members 
Mstep: Class 32 contains 13205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65942320.000000 Penalty: 69531.039062
Iteration 83Q: 33 clusters Score -6.594232e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 19008 members 
Mstep: Class 3 contains 4573 members 
Mstep: Class 4 contains 24315 members 
Mstep: Class 5 contains 19231 members 
Mstep: Class 6 contains 16099 members 
Mstep: Class 7 contains 123030 members 
Mstep: Class 8 contains 39825 members 
Mstep: Class 9 contains 11288 members 
Mstep: Class 10 contains 182716 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 4872 members 
Mstep: Class 13 contains 6392 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 3988 members 
Mstep: Class 16 contains 1793 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 17861 members 
Mstep: Class 19 contains 29231 members 
Mstep: Class 20 contains 22358 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 1087 members 
Mstep: Class 23 contains 25491 members 
Mstep: Class 24 contains 1349 members 
Mstep: Class 25 contains 39264 members 
Mstep: Class 26 contains 10563 members 
Mstep: Class 27 contains 4261 members 
Mstep: Class 28 contains 5440 members 
Mstep: Class 29 contains 135 members 
Mstep: Class 30 contains 3348 members 
Mstep: Class 31 contains 4629 members 
Mstep: Class 32 contains 13358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65942508.000000 Penalty: 69531.039062
Iteration 84Q: 33 clusters Score -6.594251e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 18995 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 24314 members 
Mstep: Class 5 contains 19216 members 
Mstep: Class 6 contains 16050 members 
Mstep: Class 7 contains 122822 members 
Mstep: Class 8 contains 39962 members 
Mstep: Class 9 contains 11307 members 
Mstep: Class 10 contains 182528 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 4883 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 3983 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 2079 members 
Mstep: Class 18 contains 17819 members 
Mstep: Class 19 contains 29169 members 
Mstep: Class 20 contains 22138 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 1083 members 
Mstep: Class 23 contains 25847 members 
Mstep: Class 24 contains 1360 members 
Mstep: Class 25 contains 39290 members 
Mstep: Class 26 contains 10500 members 
Mstep: Class 27 contains 4265 members 
Mstep: Class 28 contains 5445 members 
Mstep: Class 29 contains 135 members 
Mstep: Class 30 contains 3350 members 
Mstep: Class 31 contains 4747 members 
Mstep: Class 32 contains 13505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65942896.000000 Penalty: 69531.039062
Iteration 85Q: 33 clusters Score -6.59429e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 18984 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 24309 members 
Mstep: Class 5 contains 19193 members 
Mstep: Class 6 contains 16018 members 
Mstep: Class 7 contains 122631 members 
Mstep: Class 8 contains 40078 members 
Mstep: Class 9 contains 11327 members 
Mstep: Class 10 contains 182324 members 
Mstep: Class 11 contains 223 members 
Mstep: Class 12 contains 4885 members 
Mstep: Class 13 contains 6482 members 
Mstep: Class 14 contains 989 members 
Mstep: Class 15 contains 3981 members 
Mstep: Class 16 contains 1781 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 17800 members 
Mstep: Class 19 contains 29099 members 
Mstep: Class 20 contains 21954 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 26214 members 
Mstep: Class 24 contains 1369 members 
Mstep: Class 25 contains 39281 members 
Mstep: Class 26 contains 10456 members 
Mstep: Class 27 contains 4264 members 
Mstep: Class 28 contains 5445 members 
Mstep: Class 29 contains 135 members 
Mstep: Class 30 contains 3355 members 
Mstep: Class 31 contains 4851 members 
Mstep: Class 32 contains 13649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65943112.000000 Penalty: 69531.039062
Iteration 86Q: 33 clusters Score -6.594311e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 18967 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 24295 members 
Mstep: Class 5 contains 19176 members 
Mstep: Class 6 contains 15988 members 
Mstep: Class 7 contains 122457 members 
Mstep: Class 8 contains 40147 members 
Mstep: Class 9 contains 11341 members 
Mstep: Class 10 contains 182132 members 
Mstep: Class 11 contains 225 members 
Mstep: Class 12 contains 4888 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 989 members 
Mstep: Class 15 contains 3978 members 
Mstep: Class 16 contains 1779 members 
Mstep: Class 17 contains 2077 members 
Mstep: Class 18 contains 17788 members 
Mstep: Class 19 contains 29030 members 
Mstep: Class 20 contains 21779 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 1072 members 
Mstep: Class 23 contains 26586 members 
Mstep: Class 24 contains 1366 members 
Mstep: Class 25 contains 39288 members 
Mstep: Class 26 contains 10410 members 
Mstep: Class 27 contains 4266 members 
Mstep: Class 28 contains 5444 members 
Mstep: Class 29 contains 136 members 
Mstep: Class 30 contains 3359 members 
Mstep: Class 31 contains 4943 members 
Mstep: Class 32 contains 13782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65943548.000000 Penalty: 69531.039062
Iteration 87Q: 33 clusters Score -6.594355e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 18957 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 24274 members 
Mstep: Class 5 contains 19147 members 
Mstep: Class 6 contains 15952 members 
Mstep: Class 7 contains 122279 members 
Mstep: Class 8 contains 40238 members 
Mstep: Class 9 contains 11359 members 
Mstep: Class 10 contains 181938 members 
Mstep: Class 11 contains 225 members 
Mstep: Class 12 contains 4885 members 
Mstep: Class 13 contains 6601 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 3974 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 2074 members 
Mstep: Class 18 contains 17768 members 
Mstep: Class 19 contains 28973 members 
Mstep: Class 20 contains 21601 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1067 members 
Mstep: Class 23 contains 26973 members 
Mstep: Class 24 contains 1367 members 
Mstep: Class 25 contains 39254 members 
Mstep: Class 26 contains 10376 members 
Mstep: Class 27 contains 4270 members 
Mstep: Class 28 contains 5445 members 
Mstep: Class 29 contains 136 members 
Mstep: Class 30 contains 3359 members 
Mstep: Class 31 contains 5042 members 
Mstep: Class 32 contains 13939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65944052.000000 Penalty: 69531.039062
Iteration 88Q: 33 clusters Score -6.594405e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 18958 members 
Mstep: Class 3 contains 4571 members 
Mstep: Class 4 contains 24260 members 
Mstep: Class 5 contains 19106 members 
Mstep: Class 6 contains 15921 members 
Mstep: Class 7 contains 122144 members 
Mstep: Class 8 contains 40295 members 
Mstep: Class 9 contains 11363 members 
Mstep: Class 10 contains 181774 members 
Mstep: Class 11 contains 225 members 
Mstep: Class 12 contains 4878 members 
Mstep: Class 13 contains 6623 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 3970 members 
Mstep: Class 16 contains 1773 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 17758 members 
Mstep: Class 19 contains 28944 members 
Mstep: Class 20 contains 21445 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1061 members 
Mstep: Class 23 contains 27315 members 
Mstep: Class 24 contains 1372 members 
Mstep: Class 25 contains 39224 members 
Mstep: Class 26 contains 10359 members 
Mstep: Class 27 contains 4274 members 
Mstep: Class 28 contains 5442 members 
Mstep: Class 29 contains 136 members 
Mstep: Class 30 contains 3360 members 
Mstep: Class 31 contains 5122 members 
Mstep: Class 32 contains 14081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65944632.000000 Penalty: 69531.039062
Iteration 89Q: 33 clusters Score -6.594463e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 18956 members 
Mstep: Class 3 contains 4571 members 
Mstep: Class 4 contains 24249 members 
Mstep: Class 5 contains 19081 members 
Mstep: Class 6 contains 15894 members 
Mstep: Class 7 contains 122045 members 
Mstep: Class 8 contains 40387 members 
Mstep: Class 9 contains 11376 members 
Mstep: Class 10 contains 181610 members 
Mstep: Class 11 contains 225 members 
Mstep: Class 12 contains 4864 members 
Mstep: Class 13 contains 6672 members 
Mstep: Class 14 contains 989 members 
Mstep: Class 15 contains 3963 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 17732 members 
Mstep: Class 19 contains 28897 members 
Mstep: Class 20 contains 21279 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1061 members 
Mstep: Class 23 contains 27632 members 
Mstep: Class 24 contains 1368 members 
Mstep: Class 25 contains 39190 members 
Mstep: Class 26 contains 10336 members 
Mstep: Class 27 contains 4279 members 
Mstep: Class 28 contains 5437 members 
Mstep: Class 29 contains 136 members 
Mstep: Class 30 contains 3361 members 
Mstep: Class 31 contains 5174 members 
Mstep: Class 32 contains 14207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65945020.000000 Penalty: 69531.039062
Iteration 90Q: 33 clusters Score -6.594502e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 18958 members 
Mstep: Class 3 contains 4568 members 
Mstep: Class 4 contains 24246 members 
Mstep: Class 5 contains 19060 members 
Mstep: Class 6 contains 15866 members 
Mstep: Class 7 contains 121958 members 
Mstep: Class 8 contains 40436 members 
Mstep: Class 9 contains 11395 members 
Mstep: Class 10 contains 181463 members 
Mstep: Class 11 contains 225 members 
Mstep: Class 12 contains 4846 members 
Mstep: Class 13 contains 6693 members 
Mstep: Class 14 contains 989 members 
Mstep: Class 15 contains 3962 members 
Mstep: Class 16 contains 1773 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 28869 members 
Mstep: Class 20 contains 21152 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1059 members 
Mstep: Class 23 contains 27924 members 
Mstep: Class 24 contains 1369 members 
Mstep: Class 25 contains 39168 members 
Mstep: Class 26 contains 10329 members 
Mstep: Class 27 contains 4288 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 136 members 
Mstep: Class 30 contains 3364 members 
Mstep: Class 31 contains 5210 members 
Mstep: Class 32 contains 14316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65945368.000000 Penalty: 69531.039062
Iteration 91Q: 33 clusters Score -6.594537e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 18954 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 24251 members 
Mstep: Class 5 contains 19051 members 
Mstep: Class 6 contains 15836 members 
Mstep: Class 7 contains 121878 members 
Mstep: Class 8 contains 40493 members 
Mstep: Class 9 contains 11406 members 
Mstep: Class 10 contains 181287 members 
Mstep: Class 11 contains 225 members 
Mstep: Class 12 contains 4828 members 
Mstep: Class 13 contains 6700 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 3959 members 
Mstep: Class 16 contains 1773 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 17648 members 
Mstep: Class 19 contains 28832 members 
Mstep: Class 20 contains 21066 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 1054 members 
Mstep: Class 23 contains 28208 members 
Mstep: Class 24 contains 1379 members 
Mstep: Class 25 contains 39144 members 
Mstep: Class 26 contains 10332 members 
Mstep: Class 27 contains 4295 members 
Mstep: Class 28 contains 5426 members 
Mstep: Class 29 contains 136 members 
Mstep: Class 30 contains 3365 members 
Mstep: Class 31 contains 5244 members 
Mstep: Class 32 contains 14419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65945568.000000 Penalty: 69531.039062
Iteration 92Q: 33 clusters Score -6.594557e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 18950 members 
Mstep: Class 3 contains 4572 members 
Mstep: Class 4 contains 24249 members 
Mstep: Class 5 contains 19035 members 
Mstep: Class 6 contains 15820 members 
Mstep: Class 7 contains 121811 members 
Mstep: Class 8 contains 40564 members 
Mstep: Class 9 contains 11418 members 
Mstep: Class 10 contains 181147 members 
Mstep: Class 11 contains 225 members 
Mstep: Class 12 contains 4802 members 
Mstep: Class 13 contains 6717 members 
Mstep: Class 14 contains 992 members 
Mstep: Class 15 contains 3958 members 
Mstep: Class 16 contains 1773 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 17583 members 
Mstep: Class 19 contains 28798 members 
Mstep: Class 20 contains 20966 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 1052 members 
Mstep: Class 23 contains 28449 members 
Mstep: Class 24 contains 1384 members 
Mstep: Class 25 contains 39122 members 
Mstep: Class 26 contains 10344 members 
Mstep: Class 27 contains 4300 members 
Mstep: Class 28 contains 5418 members 
Mstep: Class 29 contains 136 members 
Mstep: Class 30 contains 3368 members 
Mstep: Class 31 contains 5268 members 
Mstep: Class 32 contains 14527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65945884.000000 Penalty: 69531.039062
Iteration 93Q: 33 clusters Score -6.594588e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 18955 members 
Mstep: Class 3 contains 4572 members 
Mstep: Class 4 contains 24248 members 
Mstep: Class 5 contains 19020 members 
Mstep: Class 6 contains 15793 members 
Mstep: Class 7 contains 121745 members 
Mstep: Class 8 contains 40618 members 
Mstep: Class 9 contains 11437 members 
Mstep: Class 10 contains 180987 members 
Mstep: Class 11 contains 225 members 
Mstep: Class 12 contains 4770 members 
Mstep: Class 13 contains 6741 members 
Mstep: Class 14 contains 993 members 
Mstep: Class 15 contains 3956 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 17510 members 
Mstep: Class 19 contains 28770 members 
Mstep: Class 20 contains 20944 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1049 members 
Mstep: Class 23 contains 28659 members 
Mstep: Class 24 contains 1386 members 
Mstep: Class 25 contains 39088 members 
Mstep: Class 26 contains 10357 members 
Mstep: Class 27 contains 4309 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 136 members 
Mstep: Class 30 contains 3369 members 
Mstep: Class 31 contains 5298 members 
Mstep: Class 32 contains 14630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65946028.000000 Penalty: 69531.039062
Iteration 94Q: 33 clusters Score -6.594603e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 18954 members 
Mstep: Class 3 contains 4565 members 
Mstep: Class 4 contains 24243 members 
Mstep: Class 5 contains 19004 members 
Mstep: Class 6 contains 15760 members 
Mstep: Class 7 contains 121684 members 
Mstep: Class 8 contains 40673 members 
Mstep: Class 9 contains 11457 members 
Mstep: Class 10 contains 180820 members 
Mstep: Class 11 contains 225 members 
Mstep: Class 12 contains 4749 members 
Mstep: Class 13 contains 6754 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3955 members 
Mstep: Class 16 contains 1779 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 17453 members 
Mstep: Class 19 contains 28752 members 
Mstep: Class 20 contains 20968 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1049 members 
Mstep: Class 23 contains 28847 members 
Mstep: Class 24 contains 1387 members 
Mstep: Class 25 contains 39054 members 
Mstep: Class 26 contains 10359 members 
Mstep: Class 27 contains 4313 members 
Mstep: Class 28 contains 5411 members 
Mstep: Class 29 contains 136 members 
Mstep: Class 30 contains 3368 members 
Mstep: Class 31 contains 5333 members 
Mstep: Class 32 contains 14711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65946056.000000 Penalty: 69531.039062
Iteration 95Q: 33 clusters Score -6.594606e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 18953 members 
Mstep: Class 3 contains 4562 members 
Mstep: Class 4 contains 24238 members 
Mstep: Class 5 contains 18994 members 
Mstep: Class 6 contains 15744 members 
Mstep: Class 7 contains 121631 members 
Mstep: Class 8 contains 40717 members 
Mstep: Class 9 contains 11465 members 
Mstep: Class 10 contains 180666 members 
Mstep: Class 11 contains 225 members 
Mstep: Class 12 contains 4729 members 
Mstep: Class 13 contains 6750 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3955 members 
Mstep: Class 16 contains 1779 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 17392 members 
Mstep: Class 19 contains 28740 members 
Mstep: Class 20 contains 21005 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1043 members 
Mstep: Class 23 contains 28982 members 
Mstep: Class 24 contains 1396 members 
Mstep: Class 25 contains 39043 members 
Mstep: Class 26 contains 10365 members 
Mstep: Class 27 contains 4319 members 
Mstep: Class 28 contains 5414 members 
Mstep: Class 29 contains 136 members 
Mstep: Class 30 contains 3369 members 
Mstep: Class 31 contains 5372 members 
Mstep: Class 32 contains 14779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65946216.000000 Penalty: 69531.039062
Iteration 96Q: 33 clusters Score -6.594622e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 18957 members 
Mstep: Class 3 contains 4560 members 
Mstep: Class 4 contains 24231 members 
Mstep: Class 5 contains 18975 members 
Mstep: Class 6 contains 15725 members 
Mstep: Class 7 contains 121575 members 
Mstep: Class 8 contains 40748 members 
Mstep: Class 9 contains 11483 members 
Mstep: Class 10 contains 180509 members 
Mstep: Class 11 contains 225 members 
Mstep: Class 12 contains 4702 members 
Mstep: Class 13 contains 6760 members 
Mstep: Class 14 contains 996 members 
Mstep: Class 15 contains 3954 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 17353 members 
Mstep: Class 19 contains 28722 members 
Mstep: Class 20 contains 21091 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1040 members 
Mstep: Class 23 contains 29098 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 39020 members 
Mstep: Class 26 contains 10376 members 
Mstep: Class 27 contains 4325 members 
Mstep: Class 28 contains 5410 members 
Mstep: Class 29 contains 136 members 
Mstep: Class 30 contains 3369 members 
Mstep: Class 31 contains 5373 members 
Mstep: Class 32 contains 14864 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 97Q: 33 clusters Score -6.594614e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 18952 members 
Mstep: Class 3 contains 4559 members 
Mstep: Class 4 contains 24224 members 
Mstep: Class 5 contains 18962 members 
Mstep: Class 6 contains 15705 members 
Mstep: Class 7 contains 121537 members 
Mstep: Class 8 contains 40774 members 
Mstep: Class 9 contains 11507 members 
Mstep: Class 10 contains 180366 members 
Mstep: Class 11 contains 225 members 
Mstep: Class 12 contains 4667 members 
Mstep: Class 13 contains 6772 members 
Mstep: Class 14 contains 996 members 
Mstep: Class 15 contains 3952 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 17309 members 
Mstep: Class 19 contains 28718 members 
Mstep: Class 20 contains 21164 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1038 members 
Mstep: Class 23 contains 29180 members 
Mstep: Class 24 contains 1412 members 
Mstep: Class 25 contains 38987 members 
Mstep: Class 26 contains 10389 members 
Mstep: Class 27 contains 4335 members 
Mstep: Class 28 contains 5408 members 
Mstep: Class 29 contains 136 members 
Mstep: Class 30 contains 3370 members 
Mstep: Class 31 contains 5383 members 
Mstep: Class 32 contains 14954 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 98Q: 33 clusters Score -6.594612e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 18949 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 24224 members 
Mstep: Class 5 contains 18950 members 
Mstep: Class 6 contains 15676 members 
Mstep: Class 7 contains 121502 members 
Mstep: Class 8 contains 40809 members 
Mstep: Class 9 contains 11534 members 
Mstep: Class 10 contains 180205 members 
Mstep: Class 11 contains 225 members 
Mstep: Class 12 contains 4627 members 
Mstep: Class 13 contains 6774 members 
Mstep: Class 14 contains 997 members 
Mstep: Class 15 contains 3951 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 2059 members 
Mstep: Class 18 contains 17280 members 
Mstep: Class 19 contains 28712 members 
Mstep: Class 20 contains 21242 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1038 members 
Mstep: Class 23 contains 29261 members 
Mstep: Class 24 contains 1412 members 
Mstep: Class 25 contains 38967 members 
Mstep: Class 26 contains 10398 members 
Mstep: Class 27 contains 4343 members 
Mstep: Class 28 contains 5404 members 
Mstep: Class 29 contains 135 members 
Mstep: Class 30 contains 3370 members 
Mstep: Class 31 contains 5398 members 
Mstep: Class 32 contains 15043 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 99Q: 33 clusters Score -6.59462e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 18950 members 
Mstep: Class 3 contains 4560 members 
Mstep: Class 4 contains 24223 members 
Mstep: Class 5 contains 18943 members 
Mstep: Class 6 contains 15657 members 
Mstep: Class 7 contains 121455 members 
Mstep: Class 8 contains 40831 members 
Mstep: Class 9 contains 11558 members 
Mstep: Class 10 contains 180070 members 
Mstep: Class 11 contains 225 members 
Mstep: Class 12 contains 4605 members 
Mstep: Class 13 contains 6775 members 
Mstep: Class 14 contains 997 members 
Mstep: Class 15 contains 3951 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 2059 members 
Mstep: Class 18 contains 17251 members 
Mstep: Class 19 contains 28704 members 
Mstep: Class 20 contains 21310 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1032 members 
Mstep: Class 23 contains 29314 members 
Mstep: Class 24 contains 1417 members 
Mstep: Class 25 contains 38981 members 
Mstep: Class 26 contains 10414 members 
Mstep: Class 27 contains 4352 members 
Mstep: Class 28 contains 5403 members 
Mstep: Class 29 contains 135 members 
Mstep: Class 30 contains 3371 members 
Mstep: Class 31 contains 5396 members 
Mstep: Class 32 contains 15101 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 100F: 33 clusters Score -6.594659e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 18947 members 
Mstep: Class 3 contains 4560 members 
Mstep: Class 4 contains 24212 members 
Mstep: Class 5 contains 18936 members 
Mstep: Class 6 contains 15639 members 
Mstep: Class 7 contains 121421 members 
Mstep: Class 8 contains 40851 members 
Mstep: Class 9 contains 11574 members 
Mstep: Class 10 contains 179932 members 
Mstep: Class 11 contains 225 members 
Mstep: Class 12 contains 4587 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 996 members 
Mstep: Class 15 contains 3951 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 17223 members 
Mstep: Class 19 contains 28679 members 
Mstep: Class 20 contains 21378 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1028 members 
Mstep: Class 23 contains 29385 members 
Mstep: Class 24 contains 1422 members 
Mstep: Class 25 contains 38992 members 
Mstep: Class 26 contains 10427 members 
Mstep: Class 27 contains 4357 members 
Mstep: Class 28 contains 5405 members 
Mstep: Class 29 contains 148 members 
Mstep: Class 30 contains 3373 members 
Mstep: Class 31 contains 5403 members 
Mstep: Class 32 contains 15149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65946980.000000 Penalty: 69531.039062
Iteration 101Q: 33 clusters Score -6.594698e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 18947 members 
Mstep: Class 3 contains 4560 members 
Mstep: Class 4 contains 24207 members 
Mstep: Class 5 contains 18926 members 
Mstep: Class 6 contains 15625 members 
Mstep: Class 7 contains 121390 members 
Mstep: Class 8 contains 40850 members 
Mstep: Class 9 contains 11591 members 
Mstep: Class 10 contains 179797 members 
Mstep: Class 11 contains 225 members 
Mstep: Class 12 contains 4564 members 
Mstep: Class 13 contains 6804 members 
Mstep: Class 14 contains 996 members 
Mstep: Class 15 contains 3950 members 
Mstep: Class 16 contains 1791 members 
Mstep: Class 17 contains 2057 members 
Mstep: Class 18 contains 17203 members 
Mstep: Class 19 contains 28656 members 
Mstep: Class 20 contains 21457 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1027 members 
Mstep: Class 23 contains 29443 members 
Mstep: Class 24 contains 1428 members 
Mstep: Class 25 contains 39002 members 
Mstep: Class 26 contains 10439 members 
Mstep: Class 27 contains 4356 members 
Mstep: Class 28 contains 5405 members 
Mstep: Class 29 contains 152 members 
Mstep: Class 30 contains 3373 members 
Mstep: Class 31 contains 5410 members 
Mstep: Class 32 contains 15213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65946992.000000 Penalty: 69531.039062
Iteration 102Q: 33 clusters Score -6.594699e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 18944 members 
Mstep: Class 3 contains 4559 members 
Mstep: Class 4 contains 24207 members 
Mstep: Class 5 contains 18914 members 
Mstep: Class 6 contains 15612 members 
Mstep: Class 7 contains 121368 members 
Mstep: Class 8 contains 40868 members 
Mstep: Class 9 contains 11604 members 
Mstep: Class 10 contains 179674 members 
Mstep: Class 11 contains 225 members 
Mstep: Class 12 contains 4547 members 
Mstep: Class 13 contains 6811 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 15 contains 3950 members 
Mstep: Class 16 contains 1791 members 
Mstep: Class 17 contains 2057 members 
Mstep: Class 18 contains 17183 members 
Mstep: Class 19 contains 28644 members 
Mstep: Class 20 contains 21503 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1028 members 
Mstep: Class 23 contains 29501 members 
Mstep: Class 24 contains 1433 members 
Mstep: Class 25 contains 39000 members 
Mstep: Class 26 contains 10464 members 
Mstep: Class 27 contains 4355 members 
Mstep: Class 28 contains 5406 members 
Mstep: Class 29 contains 152 members 
Mstep: Class 30 contains 3373 members 
Mstep: Class 31 contains 5411 members 
Mstep: Class 32 contains 15262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65947136.000000 Penalty: 69531.039062
Iteration 103Q: 33 clusters Score -6.594714e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 18941 members 
Mstep: Class 3 contains 4559 members 
Mstep: Class 4 contains 24207 members 
Mstep: Class 5 contains 18904 members 
Mstep: Class 6 contains 15602 members 
Mstep: Class 7 contains 121351 members 
Mstep: Class 8 contains 40873 members 
Mstep: Class 9 contains 11618 members 
Mstep: Class 10 contains 179544 members 
Mstep: Class 11 contains 225 members 
Mstep: Class 12 contains 4524 members 
Mstep: Class 13 contains 6812 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 15 contains 3950 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 2056 members 
Mstep: Class 18 contains 17156 members 
Mstep: Class 19 contains 28637 members 
Mstep: Class 20 contains 21572 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1027 members 
Mstep: Class 23 contains 29573 members 
Mstep: Class 24 contains 1436 members 
Mstep: Class 25 contains 38996 members 
Mstep: Class 26 contains 10481 members 
Mstep: Class 27 contains 4355 members 
Mstep: Class 28 contains 5406 members 
Mstep: Class 29 contains 152 members 
Mstep: Class 30 contains 3373 members 
Mstep: Class 31 contains 5422 members 
Mstep: Class 32 contains 15307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65947204.000000 Penalty: 69531.039062
Iteration 104Q: 33 clusters Score -6.59472e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 18940 members 
Mstep: Class 3 contains 4559 members 
Mstep: Class 4 contains 24197 members 
Mstep: Class 5 contains 18894 members 
Mstep: Class 6 contains 15587 members 
Mstep: Class 7 contains 121328 members 
Mstep: Class 8 contains 40872 members 
Mstep: Class 9 contains 11635 members 
Mstep: Class 10 contains 179418 members 
Mstep: Class 11 contains 225 members 
Mstep: Class 12 contains 4489 members 
Mstep: Class 13 contains 6819 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 15 contains 3950 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 2056 members 
Mstep: Class 18 contains 17139 members 
Mstep: Class 19 contains 28631 members 
Mstep: Class 20 contains 21637 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 29630 members 
Mstep: Class 24 contains 1439 members 
Mstep: Class 25 contains 39011 members 
Mstep: Class 26 contains 10497 members 
Mstep: Class 27 contains 4355 members 
Mstep: Class 28 contains 5405 members 
Mstep: Class 29 contains 152 members 
Mstep: Class 30 contains 3374 members 
Mstep: Class 31 contains 5434 members 
Mstep: Class 32 contains 15365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65947308.000000 Penalty: 69531.039062
Iteration 105Q: 33 clusters Score -6.594731e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 18932 members 
Mstep: Class 3 contains 4559 members 
Mstep: Class 4 contains 24198 members 
Mstep: Class 5 contains 18886 members 
Mstep: Class 6 contains 15583 members 
Mstep: Class 7 contains 121315 members 
Mstep: Class 8 contains 40882 members 
Mstep: Class 9 contains 11643 members 
Mstep: Class 10 contains 179286 members 
Mstep: Class 11 contains 225 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 6825 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 15 contains 3950 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 2056 members 
Mstep: Class 18 contains 17129 members 
Mstep: Class 19 contains 28625 members 
Mstep: Class 20 contains 21714 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1024 members 
Mstep: Class 23 contains 29663 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 39003 members 
Mstep: Class 26 contains 10514 members 
Mstep: Class 27 contains 4360 members 
Mstep: Class 28 contains 5402 members 
Mstep: Class 29 contains 152 members 
Mstep: Class 30 contains 3374 members 
Mstep: Class 31 contains 5445 members 
Mstep: Class 32 contains 15413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65947284.000000 Penalty: 69531.039062
Iteration 106Q: 33 clusters Score -6.594728e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 18927 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 24194 members 
Mstep: Class 5 contains 18873 members 
Mstep: Class 6 contains 15579 members 
Mstep: Class 7 contains 121306 members 
Mstep: Class 8 contains 40901 members 
Mstep: Class 9 contains 11654 members 
Mstep: Class 10 contains 179179 members 
Mstep: Class 11 contains 225 members 
Mstep: Class 12 contains 4446 members 
Mstep: Class 13 contains 6834 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 15 contains 3950 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 2055 members 
Mstep: Class 18 contains 17114 members 
Mstep: Class 19 contains 28624 members 
Mstep: Class 20 contains 21796 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1022 members 
Mstep: Class 23 contains 29673 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 39004 members 
Mstep: Class 26 contains 10526 members 
Mstep: Class 27 contains 4361 members 
Mstep: Class 28 contains 5402 members 
Mstep: Class 29 contains 152 members 
Mstep: Class 30 contains 3374 members 
Mstep: Class 31 contains 5458 members 
Mstep: Class 32 contains 15436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65947304.000000 Penalty: 69531.039062
Iteration 107Q: 33 clusters Score -6.59473e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 18920 members 
Mstep: Class 3 contains 4559 members 
Mstep: Class 4 contains 24184 members 
Mstep: Class 5 contains 18863 members 
Mstep: Class 6 contains 15577 members 
Mstep: Class 7 contains 121290 members 
Mstep: Class 8 contains 40918 members 
Mstep: Class 9 contains 11666 members 
Mstep: Class 10 contains 179102 members 
Mstep: Class 11 contains 225 members 
Mstep: Class 12 contains 4437 members 
Mstep: Class 13 contains 6836 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 15 contains 3950 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 2055 members 
Mstep: Class 18 contains 17105 members 
Mstep: Class 19 contains 28624 members 
Mstep: Class 20 contains 21869 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1020 members 
Mstep: Class 23 contains 29669 members 
Mstep: Class 24 contains 1440 members 
Mstep: Class 25 contains 39012 members 
Mstep: Class 26 contains 10537 members 
Mstep: Class 27 contains 4357 members 
Mstep: Class 28 contains 5403 members 
Mstep: Class 29 contains 152 members 
Mstep: Class 30 contains 3374 members 
Mstep: Class 31 contains 5466 members 
Mstep: Class 32 contains 15453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65947308.000000 Penalty: 69531.039062
Iteration 108Q: 33 clusters Score -6.594731e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 18920 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 24172 members 
Mstep: Class 5 contains 18853 members 
Mstep: Class 6 contains 15576 members 
Mstep: Class 7 contains 121276 members 
Mstep: Class 8 contains 40939 members 
Mstep: Class 9 contains 11674 members 
Mstep: Class 10 contains 179019 members 
Mstep: Class 11 contains 225 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6841 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 15 contains 3950 members 
Mstep: Class 16 contains 1785 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 17096 members 
Mstep: Class 19 contains 28622 members 
Mstep: Class 20 contains 21943 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1020 members 
Mstep: Class 23 contains 29671 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 39018 members 
Mstep: Class 26 contains 10541 members 
Mstep: Class 27 contains 4361 members 
Mstep: Class 28 contains 5401 members 
Mstep: Class 29 contains 152 members 
Mstep: Class 30 contains 3374 members 
Mstep: Class 31 contains 5471 members 
Mstep: Class 32 contains 15462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65947336.000000 Penalty: 69531.039062
Iteration 109Q: 33 clusters Score -6.594734e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 18920 members 
Mstep: Class 3 contains 4556 members 
Mstep: Class 4 contains 24167 members 
Mstep: Class 5 contains 18845 members 
Mstep: Class 6 contains 15571 members 
Mstep: Class 7 contains 121270 members 
Mstep: Class 8 contains 40959 members 
Mstep: Class 9 contains 11683 members 
Mstep: Class 10 contains 178953 members 
Mstep: Class 11 contains 225 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6848 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 15 contains 3949 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 17086 members 
Mstep: Class 19 contains 28615 members 
Mstep: Class 20 contains 22004 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1020 members 
Mstep: Class 23 contains 29666 members 
Mstep: Class 24 contains 1445 members 
Mstep: Class 25 contains 39015 members 
Mstep: Class 26 contains 10549 members 
Mstep: Class 27 contains 4363 members 
Mstep: Class 28 contains 5402 members 
Mstep: Class 29 contains 152 members 
Mstep: Class 30 contains 3374 members 
Mstep: Class 31 contains 5471 members 
Mstep: Class 32 contains 15467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65947332.000000 Penalty: 69531.039062
Iteration 110Q: 33 clusters Score -6.594733e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 18921 members 
Mstep: Class 3 contains 4556 members 
Mstep: Class 4 contains 24168 members 
Mstep: Class 5 contains 18836 members 
Mstep: Class 6 contains 15569 members 
Mstep: Class 7 contains 121260 members 
Mstep: Class 8 contains 40989 members 
Mstep: Class 9 contains 11694 members 
Mstep: Class 10 contains 178864 members 
Mstep: Class 11 contains 225 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6856 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 15 contains 3949 members 
Mstep: Class 16 contains 1784 members 
Mstep: Class 17 contains 2053 members 
Mstep: Class 18 contains 17091 members 
Mstep: Class 19 contains 28607 members 
Mstep: Class 20 contains 22065 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1021 members 
Mstep: Class 23 contains 29661 members 
Mstep: Class 24 contains 1446 members 
Mstep: Class 25 contains 39014 members 
Mstep: Class 26 contains 10554 members 
Mstep: Class 27 contains 4365 members 
Mstep: Class 28 contains 5402 members 
Mstep: Class 29 contains 152 members 
Mstep: Class 30 contains 3374 members 
Mstep: Class 31 contains 5466 members 
Mstep: Class 32 contains 15473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65947456.000000 Penalty: 69531.039062
Iteration 111Q: 33 clusters Score -6.594746e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 18921 members 
Mstep: Class 3 contains 4556 members 
Mstep: Class 4 contains 24161 members 
Mstep: Class 5 contains 18831 members 
Mstep: Class 6 contains 15569 members 
Mstep: Class 7 contains 121256 members 
Mstep: Class 8 contains 41014 members 
Mstep: Class 9 contains 11702 members 
Mstep: Class 10 contains 178766 members 
Mstep: Class 11 contains 225 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6854 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 15 contains 3948 members 
Mstep: Class 16 contains 1785 members 
Mstep: Class 17 contains 2053 members 
Mstep: Class 18 contains 17090 members 
Mstep: Class 19 contains 28602 members 
Mstep: Class 20 contains 22139 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1021 members 
Mstep: Class 23 contains 29660 members 
Mstep: Class 24 contains 1449 members 
Mstep: Class 25 contains 39011 members 
Mstep: Class 26 contains 10564 members 
Mstep: Class 27 contains 4367 members 
Mstep: Class 28 contains 5401 members 
Mstep: Class 29 contains 152 members 
Mstep: Class 30 contains 3374 members 
Mstep: Class 31 contains 5467 members 
Mstep: Class 32 contains 15477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65947524.000000 Penalty: 69531.039062
Iteration 112Q: 33 clusters Score -6.594752e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 18918 members 
Mstep: Class 3 contains 4556 members 
Mstep: Class 4 contains 24156 members 
Mstep: Class 5 contains 18836 members 
Mstep: Class 6 contains 15570 members 
Mstep: Class 7 contains 121253 members 
Mstep: Class 8 contains 41033 members 
Mstep: Class 9 contains 11702 members 
Mstep: Class 10 contains 178662 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6857 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 15 contains 3947 members 
Mstep: Class 16 contains 1781 members 
Mstep: Class 17 contains 2053 members 
Mstep: Class 18 contains 17096 members 
Mstep: Class 19 contains 28591 members 
Mstep: Class 20 contains 22214 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1021 members 
Mstep: Class 23 contains 29663 members 
Mstep: Class 24 contains 1452 members 
Mstep: Class 25 contains 39011 members 
Mstep: Class 26 contains 10571 members 
Mstep: Class 27 contains 4367 members 
Mstep: Class 28 contains 5400 members 
Mstep: Class 29 contains 152 members 
Mstep: Class 30 contains 3374 members 
Mstep: Class 31 contains 5471 members 
Mstep: Class 32 contains 15483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65947620.000000 Penalty: 69531.039062
Iteration 113Q: 33 clusters Score -6.594762e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 18919 members 
Mstep: Class 3 contains 4557 members 
Mstep: Class 4 contains 24148 members 
Mstep: Class 5 contains 18838 members 
Mstep: Class 6 contains 15561 members 
Mstep: Class 7 contains 121245 members 
Mstep: Class 8 contains 41056 members 
Mstep: Class 9 contains 11704 members 
Mstep: Class 10 contains 178545 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6857 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 15 contains 3947 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 2052 members 
Mstep: Class 18 contains 17101 members 
Mstep: Class 19 contains 28580 members 
Mstep: Class 20 contains 22311 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1021 members 
Mstep: Class 23 contains 29664 members 
Mstep: Class 24 contains 1453 members 
Mstep: Class 25 contains 39015 members 
Mstep: Class 26 contains 10576 members 
Mstep: Class 27 contains 4372 members 
Mstep: Class 28 contains 5399 members 
Mstep: Class 29 contains 152 members 
Mstep: Class 30 contains 3375 members 
Mstep: Class 31 contains 5474 members 
Mstep: Class 32 contains 15488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65947584.000000 Penalty: 69531.039062
Iteration 114Q: 33 clusters Score -6.594758e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4557 members 
Mstep: Class 4 contains 24141 members 
Mstep: Class 5 contains 18841 members 
Mstep: Class 6 contains 15561 members 
Mstep: Class 7 contains 121240 members 
Mstep: Class 8 contains 41077 members 
Mstep: Class 9 contains 11701 members 
Mstep: Class 10 contains 178430 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6864 members 
Mstep: Class 14 contains 997 members 
Mstep: Class 15 contains 3947 members 
Mstep: Class 16 contains 1777 members 
Mstep: Class 17 contains 2051 members 
Mstep: Class 18 contains 17111 members 
Mstep: Class 19 contains 28572 members 
Mstep: Class 20 contains 22405 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1020 members 
Mstep: Class 23 contains 29663 members 
Mstep: Class 24 contains 1454 members 
Mstep: Class 25 contains 39013 members 
Mstep: Class 26 contains 10584 members 
Mstep: Class 27 contains 4374 members 
Mstep: Class 28 contains 5400 members 
Mstep: Class 29 contains 152 members 
Mstep: Class 30 contains 3376 members 
Mstep: Class 31 contains 5471 members 
Mstep: Class 32 contains 15492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65947652.000000 Penalty: 69531.039062
Iteration 115Q: 33 clusters Score -6.594765e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 18915 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 24133 members 
Mstep: Class 5 contains 18844 members 
Mstep: Class 6 contains 15559 members 
Mstep: Class 7 contains 121233 members 
Mstep: Class 8 contains 41094 members 
Mstep: Class 9 contains 11702 members 
Mstep: Class 10 contains 178314 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3947 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 2051 members 
Mstep: Class 18 contains 17121 members 
Mstep: Class 19 contains 28561 members 
Mstep: Class 20 contains 22506 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1020 members 
Mstep: Class 23 contains 29658 members 
Mstep: Class 24 contains 1455 members 
Mstep: Class 25 contains 39011 members 
Mstep: Class 26 contains 10600 members 
Mstep: Class 27 contains 4373 members 
Mstep: Class 28 contains 5400 members 
Mstep: Class 29 contains 152 members 
Mstep: Class 30 contains 3378 members 
Mstep: Class 31 contains 5468 members 
Mstep: Class 32 contains 15499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65947700.000000 Penalty: 69531.039062
Iteration 116Q: 33 clusters Score -6.59477e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 24124 members 
Mstep: Class 5 contains 18843 members 
Mstep: Class 6 contains 15557 members 
Mstep: Class 7 contains 121229 members 
Mstep: Class 8 contains 41114 members 
Mstep: Class 9 contains 11706 members 
Mstep: Class 10 contains 178167 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6872 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 3947 members 
Mstep: Class 16 contains 1773 members 
Mstep: Class 17 contains 2051 members 
Mstep: Class 18 contains 17132 members 
Mstep: Class 19 contains 28550 members 
Mstep: Class 20 contains 22630 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1020 members 
Mstep: Class 23 contains 29655 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 39010 members 
Mstep: Class 26 contains 10609 members 
Mstep: Class 27 contains 4375 members 
Mstep: Class 28 contains 5399 members 
Mstep: Class 29 contains 152 members 
Mstep: Class 30 contains 3379 members 
Mstep: Class 31 contains 5465 members 
Mstep: Class 32 contains 15507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65947724.000000 Penalty: 69531.039062
Iteration 117Q: 33 clusters Score -6.594772e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 18916 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 24116 members 
Mstep: Class 5 contains 18842 members 
Mstep: Class 6 contains 15559 members 
Mstep: Class 7 contains 121225 members 
Mstep: Class 8 contains 41140 members 
Mstep: Class 9 contains 11711 members 
Mstep: Class 10 contains 178021 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6875 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 3947 members 
Mstep: Class 16 contains 1773 members 
Mstep: Class 17 contains 2051 members 
Mstep: Class 18 contains 17148 members 
Mstep: Class 19 contains 28543 members 
Mstep: Class 20 contains 22723 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1020 members 
Mstep: Class 23 contains 29653 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 39005 members 
Mstep: Class 26 contains 10622 members 
Mstep: Class 27 contains 4374 members 
Mstep: Class 28 contains 5399 members 
Mstep: Class 29 contains 152 members 
Mstep: Class 30 contains 3379 members 
Mstep: Class 31 contains 5468 members 
Mstep: Class 32 contains 15517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65947740.000000 Penalty: 69531.039062
Iteration 118Q: 33 clusters Score -6.594774e+07 nChanged 339
Entering ConstructFrom: 
Score: -65947740.000000 Penalty: 69531.039062
Entering ConstructFrom: 
Trying to split cluster 1 (1499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Entering Unmasked Estep 
Score: -138921.515625 Penalty: 1188.289917
	Iteration 0F: 2 clusters Score -138921.5 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 757 members 
Entering Unmasked Estep 
Score: -137157.406250 Penalty: 2376.579834
	Iteration 0F: 3 clusters Score -137157.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -137923.328125 Penalty: 2376.579834
	Iteration 1F: 3 clusters Score -137923.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -138553.296875 Penalty: 2376.579834
	Iteration 2F: 3 clusters Score -138553.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -138997.546875 Penalty: 2376.579834
	Iteration 3F: 3 clusters Score -138997.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -139357.250000 Penalty: 2376.579834
	Iteration 4F: 3 clusters Score -139357.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -139626.375000 Penalty: 2376.579834
	Iteration 5F: 3 clusters Score -139626.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -139845.953125 Penalty: 2376.579834
	Iteration 6F: 3 clusters Score -139846 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -140052.125000 Penalty: 2376.579834
	Iteration 7F: 3 clusters Score -140052.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -140187.593750 Penalty: 2376.579834
	Iteration 8Q: 3 clusters Score -140187.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -140308.859375 Penalty: 2376.579834
	Iteration 9Q: 3 clusters Score -140308.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -140358.750000 Penalty: 2376.579834
	Iteration 10Q: 3 clusters Score -140358.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -140372.390625 Penalty: 2376.579834
	Iteration 11Q: 3 clusters Score -140372.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -140379.437500 Penalty: 2376.579834
	Iteration 12Q: 3 clusters Score -140379.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -140380.531250 Penalty: 2376.579834
	Iteration 13Q: 3 clusters Score -140380.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -140381.296875 Penalty: 2376.579834
	Iteration 14Q: 3 clusters Score -140381.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -140381.296875 Penalty: 2376.579834
	Iteration 15F: 3 clusters Score -140381.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4559 members 
Mstep: Class 4 contains 24110 members 
Mstep: Class 5 contains 18839 members 
Mstep: Class 6 contains 15563 members 
Mstep: Class 7 contains 121223 members 
Mstep: Class 8 contains 41160 members 
Mstep: Class 9 contains 11719 members 
Mstep: Class 10 contains 177879 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6878 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 1773 members 
Mstep: Class 17 contains 2051 members 
Mstep: Class 18 contains 17169 members 
Mstep: Class 19 contains 28537 members 
Mstep: Class 20 contains 22813 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1020 members 
Mstep: Class 23 contains 29640 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 39008 members 
Mstep: Class 26 contains 10638 members 
Mstep: Class 27 contains 4374 members 
Mstep: Class 28 contains 5399 members 
Mstep: Class 29 contains 152 members 
Mstep: Class 30 contains 3379 members 
Mstep: Class 31 contains 5469 members 
Mstep: Class 32 contains 15522 members 
Mstep: Class 33 contains 349 members 
Entering Unmasked Estep 
Score: -65948208.000000 Penalty: 71703.882812
Splitting cluster 1 changes total score from -65947740.000000 to -65948208.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 2 (18917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Entering Unmasked Estep 
Score: -1993864.625000 Penalty: 1600.270142
	Iteration 0F: 2 clusters Score -1993865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1980920.000000 Penalty: 3200.540283
	Iteration 0F: 3 clusters Score -1980920 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1985619.500000 Penalty: 3200.540283
	Iteration 1F: 3 clusters Score -1985620 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1985944.000000 Penalty: 3200.540283
	Iteration 2Q: 3 clusters Score -1985944 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1986266.000000 Penalty: 3200.540283
	Iteration 3Q: 3 clusters Score -1986266 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1986657.000000 Penalty: 3200.540283
	Iteration 4Q: 3 clusters Score -1986657 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1987199.375000 Penalty: 3200.540283
	Iteration 5Q: 3 clusters Score -1987199 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1987854.375000 Penalty: 3200.540283
	Iteration 6F: 3 clusters Score -1987854 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1988500.000000 Penalty: 3200.540283
	Iteration 7F: 3 clusters Score -1988500 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1989140.375000 Penalty: 3200.540283
	Iteration 8Q: 3 clusters Score -1989140 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1989697.625000 Penalty: 3200.540283
	Iteration 9Q: 3 clusters Score -1989698 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1990172.625000 Penalty: 3200.540283
	Iteration 10Q: 3 clusters Score -1990173 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -1990618.500000 Penalty: 3200.540283
	Iteration 11Q: 3 clusters Score -1990618 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1991001.750000 Penalty: 3200.540283
	Iteration 12Q: 3 clusters Score -1991002 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1991329.375000 Penalty: 3200.540283
	Iteration 13Q: 3 clusters Score -1991329 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1991635.125000 Penalty: 3200.540283
	Iteration 14Q: 3 clusters Score -1991635 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -1991880.625000 Penalty: 3200.540283
	Iteration 15Q: 3 clusters Score -1991881 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -1992057.000000 Penalty: 3200.540283
	Iteration 16Q: 3 clusters Score -1992057 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1992196.375000 Penalty: 3200.540283
	Iteration 17Q: 3 clusters Score -1992196 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -1992310.000000 Penalty: 3200.540283
	Iteration 18Q: 3 clusters Score -1992310 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -1992399.125000 Penalty: 3200.540283
	Iteration 19Q: 3 clusters Score -1992399 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -1992472.125000 Penalty: 3200.540283
	Iteration 20F: 3 clusters Score -1992472 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -1992521.250000 Penalty: 3200.540283
	Iteration 21Q: 3 clusters Score -1992521 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -1992557.125000 Penalty: 3200.540283
	Iteration 22Q: 3 clusters Score -1992557 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -1992588.000000 Penalty: 3200.540283
	Iteration 23Q: 3 clusters Score -1992588 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -1992601.375000 Penalty: 3200.540283
	Iteration 24Q: 3 clusters Score -1992601 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -1992614.125000 Penalty: 3200.540283
	Iteration 25Q: 3 clusters Score -1992614 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -1992627.375000 Penalty: 3200.540283
	Iteration 26Q: 3 clusters Score -1992627 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -1992637.750000 Penalty: 3200.540283
	Iteration 27Q: 3 clusters Score -1992638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -1992637.750000 Penalty: 3200.540283
	Iteration 28Q: 3 clusters Score -1992638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -1992640.625000 Penalty: 3200.540283
	Iteration 29Q: 3 clusters Score -1992641 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -1992647.375000 Penalty: 3200.540283
	Iteration 30Q: 3 clusters Score -1992647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -1992652.250000 Penalty: 3200.540283
	Iteration 31Q: 3 clusters Score -1992652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -1992652.500000 Penalty: 3200.540283
	Iteration 32Q: 3 clusters Score -1992652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -1992657.625000 Penalty: 3200.540283
	Iteration 33Q: 3 clusters Score -1992658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -1992653.750000 Penalty: 3200.540283
	Iteration 34Q: 3 clusters Score -1992654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -1992656.500000 Penalty: 3200.540283
	Iteration 35Q: 3 clusters Score -1992656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -1992661.625000 Penalty: 3200.540283
	Iteration 36Q: 3 clusters Score -1992662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1992661.500000 Penalty: 3200.540283
	Iteration 37Q: 3 clusters Score -1992662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -1992663.375000 Penalty: 3200.540283
	Iteration 38Q: 3 clusters Score -1992663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -1992663.375000 Penalty: 3200.540283
	Iteration 39F: 3 clusters Score -1992663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Entering Unmasked Estep 
Score: -467343.312500 Penalty: 1369.039551
	Iteration 0F: 2 clusters Score -467343.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -463645.031250 Penalty: 2738.079102
	Iteration 0F: 3 clusters Score -463645 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -464598.718750 Penalty: 2738.079102
	Iteration 1F: 3 clusters Score -464598.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -464782.062500 Penalty: 2738.079102
	Iteration 2F: 3 clusters Score -464782.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -464953.281250 Penalty: 2738.079102
	Iteration 3F: 3 clusters Score -464953.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -465119.468750 Penalty: 2738.079102
	Iteration 4F: 3 clusters Score -465119.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -465307.781250 Penalty: 2738.079102
	Iteration 5F: 3 clusters Score -465307.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -465501.750000 Penalty: 2738.079102
	Iteration 6F: 3 clusters Score -465501.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -465726.312500 Penalty: 2738.079102
	Iteration 7F: 3 clusters Score -465726.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -465962.156250 Penalty: 2738.079102
	Iteration 8Q: 3 clusters Score -465962.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -466247.906250 Penalty: 2738.079102
	Iteration 9F: 3 clusters Score -466247.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -466539.781250 Penalty: 2738.079102
	Iteration 10Q: 3 clusters Score -466539.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -466734.343750 Penalty: 2738.079102
	Iteration 11Q: 3 clusters Score -466734.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -466825.343750 Penalty: 2738.079102
	Iteration 12Q: 3 clusters Score -466825.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -466873.875000 Penalty: 2738.079102
	Iteration 13Q: 3 clusters Score -466873.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -466899.593750 Penalty: 2738.079102
	Iteration 14Q: 3 clusters Score -466899.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -466916.437500 Penalty: 2738.079102
	Iteration 15Q: 3 clusters Score -466916.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -466929.250000 Penalty: 2738.079102
	Iteration 16Q: 3 clusters Score -466929.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -466934.843750 Penalty: 2738.079102
	Iteration 17Q: 3 clusters Score -466934.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -466938.250000 Penalty: 2738.079102
	Iteration 18Q: 3 clusters Score -466938.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -466939.406250 Penalty: 2738.079102
	Iteration 19Q: 3 clusters Score -466939.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -466940.625000 Penalty: 2738.079102
	Iteration 20F: 3 clusters Score -466940.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -466941.718750 Penalty: 2738.079102
	Iteration 21Q: 3 clusters Score -466941.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -466942.593750 Penalty: 2738.079102
	Iteration 22Q: 3 clusters Score -466942.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -466943.250000 Penalty: 2738.079102
	Iteration 23Q: 3 clusters Score -466943.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -466944.062500 Penalty: 2738.079102
	Iteration 24Q: 3 clusters Score -466944.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -466943.593750 Penalty: 2738.079102
	Iteration 25Q: 3 clusters Score -466943.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -466944.312500 Penalty: 2738.079102
	Iteration 26Q: 3 clusters Score -466944.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -466944.312500 Penalty: 2738.079102
	Iteration 27F: 3 clusters Score -466944.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Entering Unmasked Estep 
Score: -2561666.500000 Penalty: 1639.687012
	Iteration 0F: 2 clusters Score -2561666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2545346.750000 Penalty: 3279.374023
	Iteration 0F: 3 clusters Score -2545347 nChanged 11034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2551307.750000 Penalty: 3279.374023
	Iteration 1F: 3 clusters Score -2551308 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2551613.000000 Penalty: 3279.374023
	Iteration 2Q: 3 clusters Score -2551613 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2551920.000000 Penalty: 3279.374023
	Iteration 3Q: 3 clusters Score -2551920 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -2552249.500000 Penalty: 3279.374023
	Iteration 4Q: 3 clusters Score -2552250 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2552661.500000 Penalty: 3279.374023
	Iteration 5Q: 3 clusters Score -2552662 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2553212.750000 Penalty: 3279.374023
	Iteration 6Q: 3 clusters Score -2553213 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2554088.000000 Penalty: 3279.374023
	Iteration 7F: 3 clusters Score -2554088 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -2555394.750000 Penalty: 3279.374023
	Iteration 8F: 3 clusters Score -2555395 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2556904.250000 Penalty: 3279.374023
	Iteration 9F: 3 clusters Score -2556904 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -2558355.500000 Penalty: 3279.374023
	Iteration 10F: 3 clusters Score -2558356 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -2559374.250000 Penalty: 3279.374023
	Iteration 11Q: 3 clusters Score -2559374 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -2559867.250000 Penalty: 3279.374023
	Iteration 12Q: 3 clusters Score -2559867 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -2560062.750000 Penalty: 3279.374023
	Iteration 13Q: 3 clusters Score -2560063 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -2560137.750000 Penalty: 3279.374023
	Iteration 14Q: 3 clusters Score -2560138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -2560178.750000 Penalty: 3279.374023
	Iteration 15Q: 3 clusters Score -2560179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -2560199.750000 Penalty: 3279.374023
	Iteration 16Q: 3 clusters Score -2560200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -2560218.500000 Penalty: 3279.374023
	Iteration 17Q: 3 clusters Score -2560218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -2560227.000000 Penalty: 3279.374023
	Iteration 18Q: 3 clusters Score -2560227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -2560234.250000 Penalty: 3279.374023
	Iteration 19Q: 3 clusters Score -2560234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -2560241.750000 Penalty: 3279.374023
	Iteration 20F: 3 clusters Score -2560242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -2560242.750000 Penalty: 3279.374023
	Iteration 21Q: 3 clusters Score -2560243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -2560242.750000 Penalty: 3279.374023
	Iteration 22F: 3 clusters Score -2560243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Entering Unmasked Estep 
Score: -1981797.250000 Penalty: 1599.598633
	Iteration 0F: 2 clusters Score -1981797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1968863.375000 Penalty: 3199.197266
	Iteration 0F: 3 clusters Score -1968863 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1973613.750000 Penalty: 3199.197266
	Iteration 1F: 3 clusters Score -1973614 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1974052.625000 Penalty: 3199.197266
	Iteration 2F: 3 clusters Score -1974053 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1974491.375000 Penalty: 3199.197266
	Iteration 3F: 3 clusters Score -1974491 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1975013.750000 Penalty: 3199.197266
	Iteration 4F: 3 clusters Score -1975014 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1975583.875000 Penalty: 3199.197266
	Iteration 5F: 3 clusters Score -1975584 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1976224.125000 Penalty: 3199.197266
	Iteration 6F: 3 clusters Score -1976224 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1976867.500000 Penalty: 3199.197266
	Iteration 7F: 3 clusters Score -1976868 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1977494.500000 Penalty: 3199.197266
	Iteration 8Q: 3 clusters Score -1977494 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1978025.375000 Penalty: 3199.197266
	Iteration 9Q: 3 clusters Score -1978025 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1978412.625000 Penalty: 3199.197266
	Iteration 10Q: 3 clusters Score -1978413 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1978661.250000 Penalty: 3199.197266
	Iteration 11Q: 3 clusters Score -1978661 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1978809.625000 Penalty: 3199.197266
	Iteration 12Q: 3 clusters Score -1978810 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1978918.625000 Penalty: 3199.197266
	Iteration 13Q: 3 clusters Score -1978919 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1979005.250000 Penalty: 3199.197266
	Iteration 14Q: 3 clusters Score -1979005 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1979071.500000 Penalty: 3199.197266
	Iteration 15Q: 3 clusters Score -1979072 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1979123.000000 Penalty: 3199.197266
	Iteration 16Q: 3 clusters Score -1979123 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1979177.250000 Penalty: 3199.197266
	Iteration 17Q: 3 clusters Score -1979177 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1979218.000000 Penalty: 3199.197266
	Iteration 18Q: 3 clusters Score -1979218 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1979251.875000 Penalty: 3199.197266
	Iteration 19Q: 3 clusters Score -1979252 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1979280.375000 Penalty: 3199.197266
	Iteration 20F: 3 clusters Score -1979280 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1979304.000000 Penalty: 3199.197266
	Iteration 21Q: 3 clusters Score -1979304 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1979326.500000 Penalty: 3199.197266
	Iteration 22Q: 3 clusters Score -1979326 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1979351.000000 Penalty: 3199.197266
	Iteration 23Q: 3 clusters Score -1979351 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1979369.875000 Penalty: 3199.197266
	Iteration 24Q: 3 clusters Score -1979370 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1979383.500000 Penalty: 3199.197266
	Iteration 25Q: 3 clusters Score -1979384 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1979406.625000 Penalty: 3199.197266
	Iteration 26Q: 3 clusters Score -1979407 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1979436.250000 Penalty: 3199.197266
	Iteration 27Q: 3 clusters Score -1979436 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1979464.500000 Penalty: 3199.197266
	Iteration 28Q: 3 clusters Score -1979464 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1979496.000000 Penalty: 3199.197266
	Iteration 29Q: 3 clusters Score -1979496 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1979533.125000 Penalty: 3199.197266
	Iteration 30Q: 3 clusters Score -1979533 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1979584.000000 Penalty: 3199.197266
	Iteration 31Q: 3 clusters Score -1979584 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1979637.000000 Penalty: 3199.197266
	Iteration 32Q: 3 clusters Score -1979637 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1979706.250000 Penalty: 3199.197266
	Iteration 33Q: 3 clusters Score -1979706 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1979772.500000 Penalty: 3199.197266
	Iteration 34Q: 3 clusters Score -1979772 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1979844.125000 Penalty: 3199.197266
	Iteration 35Q: 3 clusters Score -1979844 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1979901.250000 Penalty: 3199.197266
	Iteration 36Q: 3 clusters Score -1979901 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1979942.875000 Penalty: 3199.197266
	Iteration 37Q: 3 clusters Score -1979943 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1979993.625000 Penalty: 3199.197266
	Iteration 38Q: 3 clusters Score -1979994 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1980029.500000 Penalty: 3199.197266
	Iteration 39Q: 3 clusters Score -1980030 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1980065.500000 Penalty: 3199.197266
	Iteration 40F: 3 clusters Score -1980066 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1980101.500000 Penalty: 3199.197266
	Iteration 41Q: 3 clusters Score -1980102 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1980111.000000 Penalty: 3199.197266
	Iteration 42Q: 3 clusters Score -1980111 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1980119.500000 Penalty: 3199.197266
	Iteration 43Q: 3 clusters Score -1980120 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1980130.375000 Penalty: 3199.197266
	Iteration 44Q: 3 clusters Score -1980130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1980129.375000 Penalty: 3199.197266
	Iteration 45Q: 3 clusters Score -1980129 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1980137.125000 Penalty: 3199.197266
	Iteration 46Q: 3 clusters Score -1980137 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1980140.250000 Penalty: 3199.197266
	Iteration 47Q: 3 clusters Score -1980140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1980140.125000 Penalty: 3199.197266
	Iteration 48Q: 3 clusters Score -1980140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1980145.125000 Penalty: 3199.197266
	Iteration 49Q: 3 clusters Score -1980145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1980144.875000 Penalty: 3199.197266
	Iteration 50Q: 3 clusters Score -1980145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1980144.750000 Penalty: 3199.197266
	Iteration 51Q: 3 clusters Score -1980145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1980151.375000 Penalty: 3199.197266
	Iteration 52Q: 3 clusters Score -1980151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1980155.375000 Penalty: 3199.197266
	Iteration 53Q: 3 clusters Score -1980155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1980151.625000 Penalty: 3199.197266
	Iteration 54Q: 3 clusters Score -1980152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1980153.000000 Penalty: 3199.197266
	Iteration 55Q: 3 clusters Score -1980153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1980152.375000 Penalty: 3199.197266
	Iteration 56Q: 3 clusters Score -1980152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1980151.375000 Penalty: 3199.197266
	Iteration 57Q: 3 clusters Score -1980151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1980152.375000 Penalty: 3199.197266
	Iteration 58Q: 3 clusters Score -1980152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1980148.750000 Penalty: 3199.197266
	Iteration 59Q: 3 clusters Score -1980149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1980150.750000 Penalty: 3199.197266
	Iteration 60F: 3 clusters Score -1980151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1980150.750000 Penalty: 3199.197266
	Iteration 61Q: 3 clusters Score -1980151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1980150.750000 Penalty: 3199.197266
	Iteration 62F: 3 clusters Score -1980151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Entering Unmasked Estep 
Score: -1622353.750000 Penalty: 1568.555908
	Iteration 0F: 2 clusters Score -1622354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1611571.250000 Penalty: 3137.111816
	Iteration 0F: 3 clusters Score -1611571 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1615644.125000 Penalty: 3137.111816
	Iteration 1F: 3 clusters Score -1615644 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1616329.875000 Penalty: 3137.111816
	Iteration 2F: 3 clusters Score -1616330 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1617243.500000 Penalty: 3137.111816
	Iteration 3F: 3 clusters Score -1617244 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1618279.250000 Penalty: 3137.111816
	Iteration 4F: 3 clusters Score -1618279 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1619123.875000 Penalty: 3137.111816
	Iteration 5F: 3 clusters Score -1619124 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1619804.250000 Penalty: 3137.111816
	Iteration 6F: 3 clusters Score -1619804 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1620300.500000 Penalty: 3137.111816
	Iteration 7Q: 3 clusters Score -1620300 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1620657.875000 Penalty: 3137.111816
	Iteration 8Q: 3 clusters Score -1620658 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1620949.125000 Penalty: 3137.111816
	Iteration 9Q: 3 clusters Score -1620949 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1621197.125000 Penalty: 3137.111816
	Iteration 10Q: 3 clusters Score -1621197 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1621387.000000 Penalty: 3137.111816
	Iteration 11Q: 3 clusters Score -1621387 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1621551.125000 Penalty: 3137.111816
	Iteration 12Q: 3 clusters Score -1621551 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1621657.750000 Penalty: 3137.111816
	Iteration 13Q: 3 clusters Score -1621658 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1621725.750000 Penalty: 3137.111816
	Iteration 14Q: 3 clusters Score -1621726 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1621787.500000 Penalty: 3137.111816
	Iteration 15Q: 3 clusters Score -1621788 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1621818.250000 Penalty: 3137.111816
	Iteration 16Q: 3 clusters Score -1621818 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1621842.625000 Penalty: 3137.111816
	Iteration 17Q: 3 clusters Score -1621843 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1621850.750000 Penalty: 3137.111816
	Iteration 18Q: 3 clusters Score -1621851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1621854.625000 Penalty: 3137.111816
	Iteration 19Q: 3 clusters Score -1621855 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1621868.500000 Penalty: 3137.111816
	Iteration 20F: 3 clusters Score -1621868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1621875.125000 Penalty: 3137.111816
	Iteration 21Q: 3 clusters Score -1621875 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1621877.875000 Penalty: 3137.111816
	Iteration 22Q: 3 clusters Score -1621878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1621885.750000 Penalty: 3137.111816
	Iteration 23Q: 3 clusters Score -1621886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1621889.625000 Penalty: 3137.111816
	Iteration 24Q: 3 clusters Score -1621890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1621894.750000 Penalty: 3137.111816
	Iteration 25Q: 3 clusters Score -1621895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1621901.500000 Penalty: 3137.111816
	Iteration 26Q: 3 clusters Score -1621902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1621910.625000 Penalty: 3137.111816
	Iteration 27Q: 3 clusters Score -1621911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1621916.250000 Penalty: 3137.111816
	Iteration 28Q: 3 clusters Score -1621916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1621922.250000 Penalty: 3137.111816
	Iteration 29Q: 3 clusters Score -1621922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1621925.875000 Penalty: 3137.111816
	Iteration 30Q: 3 clusters Score -1621926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1621929.875000 Penalty: 3137.111816
	Iteration 31Q: 3 clusters Score -1621930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1621935.625000 Penalty: 3137.111816
	Iteration 32Q: 3 clusters Score -1621936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1621940.750000 Penalty: 3137.111816
	Iteration 33Q: 3 clusters Score -1621941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1621954.375000 Penalty: 3137.111816
	Iteration 34Q: 3 clusters Score -1621954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1621963.000000 Penalty: 3137.111816
	Iteration 35Q: 3 clusters Score -1621963 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1621970.500000 Penalty: 3137.111816
	Iteration 36Q: 3 clusters Score -1621970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1621977.875000 Penalty: 3137.111816
	Iteration 37Q: 3 clusters Score -1621978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1621984.500000 Penalty: 3137.111816
	Iteration 38Q: 3 clusters Score -1621984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1621990.000000 Penalty: 3137.111816
	Iteration 39Q: 3 clusters Score -1621990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1621992.250000 Penalty: 3137.111816
	Iteration 40F: 3 clusters Score -1621992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1621994.750000 Penalty: 3137.111816
	Iteration 41Q: 3 clusters Score -1621995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1622004.125000 Penalty: 3137.111816
	Iteration 42Q: 3 clusters Score -1622004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1622004.250000 Penalty: 3137.111816
	Iteration 43Q: 3 clusters Score -1622004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1622004.375000 Penalty: 3137.111816
	Iteration 44Q: 3 clusters Score -1622004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1622014.000000 Penalty: 3137.111816
	Iteration 45Q: 3 clusters Score -1622014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1622018.750000 Penalty: 3137.111816
	Iteration 46Q: 3 clusters Score -1622019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1622027.250000 Penalty: 3137.111816
	Iteration 47Q: 3 clusters Score -1622027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1622042.125000 Penalty: 3137.111816
	Iteration 48Q: 3 clusters Score -1622042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1622046.250000 Penalty: 3137.111816
	Iteration 49Q: 3 clusters Score -1622046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1622050.625000 Penalty: 3137.111816
	Iteration 50Q: 3 clusters Score -1622051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1622053.750000 Penalty: 3137.111816
	Iteration 51Q: 3 clusters Score -1622054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1622058.875000 Penalty: 3137.111816
	Iteration 52Q: 3 clusters Score -1622059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1622062.375000 Penalty: 3137.111816
	Iteration 53Q: 3 clusters Score -1622062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1622064.375000 Penalty: 3137.111816
	Iteration 54Q: 3 clusters Score -1622064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1622065.250000 Penalty: 3137.111816
	Iteration 55Q: 3 clusters Score -1622065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1622067.250000 Penalty: 3137.111816
	Iteration 56Q: 3 clusters Score -1622067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1622069.125000 Penalty: 3137.111816
	Iteration 57Q: 3 clusters Score -1622069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1622068.250000 Penalty: 3137.111816
	Iteration 58Q: 3 clusters Score -1622068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1622069.000000 Penalty: 3137.111816
	Iteration 59Q: 3 clusters Score -1622069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1622067.375000 Penalty: 3137.111816
	Iteration 60F: 3 clusters Score -1622067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1622067.750000 Penalty: 3137.111816
	Iteration 61Q: 3 clusters Score -1622068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1622067.750000 Penalty: 3137.111816
	Iteration 62F: 3 clusters Score -1622068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (121223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121223 members 
Entering Unmasked Estep 
Score: -13029141.000000 Penalty: 1902.125366
	Iteration 0F: 2 clusters Score -1.302914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60674 members 
Mstep: Class 2 contains 60549 members 
Entering Unmasked Estep 
Score: -12948351.000000 Penalty: 3804.250732
	Iteration 0F: 3 clusters Score -1.294835e+07 nChanged 58154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63730 members 
Mstep: Class 2 contains 57493 members 
Entering Unmasked Estep 
Score: -12982972.000000 Penalty: 3804.250732
	Iteration 1F: 3 clusters Score -1.298297e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66305 members 
Mstep: Class 2 contains 54918 members 
Entering Unmasked Estep 
Score: -12985228.000000 Penalty: 3804.250732
	Iteration 2Q: 3 clusters Score -1.298523e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70399 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -12988456.000000 Penalty: 3804.250732
	Iteration 3F: 3 clusters Score -1.298846e+07 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76032 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -12993171.000000 Penalty: 3804.250732
	Iteration 4F: 3 clusters Score -1.299317e+07 nChanged 8835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82735 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -12998477.000000 Penalty: 3804.250732
	Iteration 5F: 3 clusters Score -1.299848e+07 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89836 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -13003814.000000 Penalty: 3804.250732
	Iteration 6F: 3 clusters Score -1.300381e+07 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96684 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -13008829.000000 Penalty: 3804.250732
	Iteration 7F: 3 clusters Score -1.300883e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102774 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -13013278.000000 Penalty: 3804.250732
	Iteration 8F: 3 clusters Score -1.301328e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108027 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -13017661.000000 Penalty: 3804.250732
	Iteration 9Q: 3 clusters Score -1.301766e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112223 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -13021373.000000 Penalty: 3804.250732
	Iteration 10Q: 3 clusters Score -1.302137e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115215 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -13024132.000000 Penalty: 3804.250732
	Iteration 11Q: 3 clusters Score -1.302413e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117043 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -13025829.000000 Penalty: 3804.250732
	Iteration 12Q: 3 clusters Score -1.302583e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118104 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -13026852.000000 Penalty: 3804.250732
	Iteration 13Q: 3 clusters Score -1.302685e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118650 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -13027430.000000 Penalty: 3804.250732
	Iteration 14Q: 3 clusters Score -1.302743e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118961 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -13027748.000000 Penalty: 3804.250732
	Iteration 15Q: 3 clusters Score -1.302775e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119173 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -13027922.000000 Penalty: 3804.250732
	Iteration 16Q: 3 clusters Score -1.302792e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119328 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -13028049.000000 Penalty: 3804.250732
	Iteration 17Q: 3 clusters Score -1.302805e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119459 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -13028099.000000 Penalty: 3804.250732
	Iteration 18Q: 3 clusters Score -1.30281e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119551 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -13028129.000000 Penalty: 3804.250732
	Iteration 19Q: 3 clusters Score -1.302813e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119617 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -13028161.000000 Penalty: 3804.250732
	Iteration 20F: 3 clusters Score -1.302816e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119672 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -13028170.000000 Penalty: 3804.250732
	Iteration 21Q: 3 clusters Score -1.302817e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119713 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -13028164.000000 Penalty: 3804.250732
	Iteration 22Q: 3 clusters Score -1.302816e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119750 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -13028177.000000 Penalty: 3804.250732
	Iteration 23Q: 3 clusters Score -1.302818e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119790 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -13028178.000000 Penalty: 3804.250732
	Iteration 24Q: 3 clusters Score -1.302818e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119828 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -13028190.000000 Penalty: 3804.250732
	Iteration 25Q: 3 clusters Score -1.302819e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119854 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -13028175.000000 Penalty: 3804.250732
	Iteration 26Q: 3 clusters Score -1.302818e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119875 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -13028180.000000 Penalty: 3804.250732
	Iteration 27Q: 3 clusters Score -1.302818e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119885 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -13028193.000000 Penalty: 3804.250732
	Iteration 28Q: 3 clusters Score -1.302819e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119899 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -13028190.000000 Penalty: 3804.250732
	Iteration 29Q: 3 clusters Score -1.302819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119906 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -13028190.000000 Penalty: 3804.250732
	Iteration 30Q: 3 clusters Score -1.302819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119909 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -13028186.000000 Penalty: 3804.250732
	Iteration 31Q: 3 clusters Score -1.302819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119909 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -13028197.000000 Penalty: 3804.250732
	Iteration 32Q: 3 clusters Score -1.30282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119911 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -13028198.000000 Penalty: 3804.250732
	Iteration 33Q: 3 clusters Score -1.30282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119912 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -13028193.000000 Penalty: 3804.250732
	Iteration 34Q: 3 clusters Score -1.302819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119913 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -13028197.000000 Penalty: 3804.250732
	Iteration 35Q: 3 clusters Score -1.30282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119914 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -13028199.000000 Penalty: 3804.250732
	Iteration 36Q: 3 clusters Score -1.30282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119915 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -13028199.000000 Penalty: 3804.250732
	Iteration 37Q: 3 clusters Score -1.30282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119915 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -13028199.000000 Penalty: 3804.250732
	Iteration 38F: 3 clusters Score -1.30282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Entering Unmasked Estep 
Score: -4057415.750000 Penalty: 1726.598633
	Iteration 0F: 2 clusters Score -4057416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -4029621.750000 Penalty: 3453.197266
	Iteration 0F: 3 clusters Score -4029622 nChanged 19207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -4040830.250000 Penalty: 3453.197266
	Iteration 1F: 3 clusters Score -4040830 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -4041537.500000 Penalty: 3453.197266
	Iteration 2Q: 3 clusters Score -4041538 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -4042448.500000 Penalty: 3453.197266
	Iteration 3Q: 3 clusters Score -4042448 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -4043736.250000 Penalty: 3453.197266
	Iteration 4F: 3 clusters Score -4043736 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -4045417.250000 Penalty: 3453.197266
	Iteration 5F: 3 clusters Score -4045417 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -4047371.500000 Penalty: 3453.197266
	Iteration 6F: 3 clusters Score -4047372 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -4049446.000000 Penalty: 3453.197266
	Iteration 7F: 3 clusters Score -4049446 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -4051394.500000 Penalty: 3453.197266
	Iteration 8F: 3 clusters Score -4051394 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -4053035.750000 Penalty: 3453.197266
	Iteration 9F: 3 clusters Score -4053036 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -4054329.000000 Penalty: 3453.197266
	Iteration 10Q: 3 clusters Score -4054329 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -4055301.500000 Penalty: 3453.197266
	Iteration 11Q: 3 clusters Score -4055302 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -4055912.750000 Penalty: 3453.197266
	Iteration 12Q: 3 clusters Score -4055913 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -4056248.250000 Penalty: 3453.197266
	Iteration 13Q: 3 clusters Score -4056248 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -4056460.250000 Penalty: 3453.197266
	Iteration 14Q: 3 clusters Score -4056460 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -4056603.500000 Penalty: 3453.197266
	Iteration 15Q: 3 clusters Score -4056604 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -4056708.250000 Penalty: 3453.197266
	Iteration 16Q: 3 clusters Score -4056708 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -4056849.500000 Penalty: 3453.197266
	Iteration 17Q: 3 clusters Score -4056850 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -4056967.000000 Penalty: 3453.197266
	Iteration 18Q: 3 clusters Score -4056967 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -4057080.500000 Penalty: 3453.197266
	Iteration 19Q: 3 clusters Score -4057080 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -4057150.250000 Penalty: 3453.197266
	Iteration 20F: 3 clusters Score -4057150 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -4057210.500000 Penalty: 3453.197266
	Iteration 21Q: 3 clusters Score -4057210 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -4057266.500000 Penalty: 3453.197266
	Iteration 22Q: 3 clusters Score -4057266 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -4057331.000000 Penalty: 3453.197266
	Iteration 23Q: 3 clusters Score -4057331 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -4057401.750000 Penalty: 3453.197266
	Iteration 24Q: 3 clusters Score -4057402 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -4057458.750000 Penalty: 3453.197266
	Iteration 25Q: 3 clusters Score -4057459 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -4057475.000000 Penalty: 3453.197266
	Iteration 26Q: 3 clusters Score -4057475 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -4057487.000000 Penalty: 3453.197266
	Iteration 27Q: 3 clusters Score -4057487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -4057491.500000 Penalty: 3453.197266
	Iteration 28Q: 3 clusters Score -4057492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -4057508.500000 Penalty: 3453.197266
	Iteration 29Q: 3 clusters Score -4057508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -4057506.000000 Penalty: 3453.197266
	Iteration 30Q: 3 clusters Score -4057506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -4057514.250000 Penalty: 3453.197266
	Iteration 31Q: 3 clusters Score -4057514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -4057518.750000 Penalty: 3453.197266
	Iteration 32Q: 3 clusters Score -4057519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -4057521.750000 Penalty: 3453.197266
	Iteration 33Q: 3 clusters Score -4057522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -4057525.000000 Penalty: 3453.197266
	Iteration 34Q: 3 clusters Score -4057525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -4057524.000000 Penalty: 3453.197266
	Iteration 35Q: 3 clusters Score -4057524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -4057524.750000 Penalty: 3453.197266
	Iteration 36Q: 3 clusters Score -4057525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -4057525.750000 Penalty: 3453.197266
	Iteration 37Q: 3 clusters Score -4057526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -4057525.750000 Penalty: 3453.197266
	Iteration 38F: 3 clusters Score -4057526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4559 members 
Mstep: Class 4 contains 24110 members 
Mstep: Class 5 contains 18839 members 
Mstep: Class 6 contains 15563 members 
Mstep: Class 7 contains 121223 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 11719 members 
Mstep: Class 10 contains 177879 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6878 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 1773 members 
Mstep: Class 17 contains 2051 members 
Mstep: Class 18 contains 17169 members 
Mstep: Class 19 contains 28537 members 
Mstep: Class 20 contains 22813 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1020 members 
Mstep: Class 23 contains 29640 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 39008 members 
Mstep: Class 26 contains 10638 members 
Mstep: Class 27 contains 4374 members 
Mstep: Class 28 contains 5399 members 
Mstep: Class 29 contains 152 members 
Mstep: Class 30 contains 3379 members 
Mstep: Class 31 contains 5469 members 
Mstep: Class 32 contains 15522 members 
Mstep: Class 33 contains 349 members 
Mstep: Class 34 contains 39983 members 
Entering Unmasked Estep 
Score: -65947628.000000 Penalty: 73876.734375
Splitting cluster 8 changes total score from -65947740.000000 to -65947628.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (11719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Entering Unmasked Estep 
Score: -1239551.750000 Penalty: 1522.457153
	Iteration 0F: 2 clusters Score -1239552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1231352.750000 Penalty: 3044.914307
	Iteration 0F: 3 clusters Score -1231353 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1234018.750000 Penalty: 3044.914307
	Iteration 1F: 3 clusters Score -1234019 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1234267.500000 Penalty: 3044.914307
	Iteration 2F: 3 clusters Score -1234268 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1234461.000000 Penalty: 3044.914307
	Iteration 3Q: 3 clusters Score -1234461 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1234646.125000 Penalty: 3044.914307
	Iteration 4Q: 3 clusters Score -1234646 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1234843.375000 Penalty: 3044.914307
	Iteration 5Q: 3 clusters Score -1234843 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1235050.750000 Penalty: 3044.914307
	Iteration 6Q: 3 clusters Score -1235051 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1235310.500000 Penalty: 3044.914307
	Iteration 7Q: 3 clusters Score -1235310 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1235668.125000 Penalty: 3044.914307
	Iteration 8Q: 3 clusters Score -1235668 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1236088.500000 Penalty: 3044.914307
	Iteration 9F: 3 clusters Score -1236088 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1236533.250000 Penalty: 3044.914307
	Iteration 10Q: 3 clusters Score -1236533 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1236934.125000 Penalty: 3044.914307
	Iteration 11Q: 3 clusters Score -1236934 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1237252.125000 Penalty: 3044.914307
	Iteration 12Q: 3 clusters Score -1237252 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1237484.750000 Penalty: 3044.914307
	Iteration 13Q: 3 clusters Score -1237485 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1237641.000000 Penalty: 3044.914307
	Iteration 14Q: 3 clusters Score -1237641 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1237754.000000 Penalty: 3044.914307
	Iteration 15Q: 3 clusters Score -1237754 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1237840.250000 Penalty: 3044.914307
	Iteration 16Q: 3 clusters Score -1237840 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1237932.125000 Penalty: 3044.914307
	Iteration 17Q: 3 clusters Score -1237932 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1238005.250000 Penalty: 3044.914307
	Iteration 18Q: 3 clusters Score -1238005 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1238057.875000 Penalty: 3044.914307
	Iteration 19Q: 3 clusters Score -1238058 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1238096.875000 Penalty: 3044.914307
	Iteration 20F: 3 clusters Score -1238097 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1238124.500000 Penalty: 3044.914307
	Iteration 21Q: 3 clusters Score -1238124 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1238141.875000 Penalty: 3044.914307
	Iteration 22Q: 3 clusters Score -1238142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1238159.250000 Penalty: 3044.914307
	Iteration 23Q: 3 clusters Score -1238159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1238173.875000 Penalty: 3044.914307
	Iteration 24Q: 3 clusters Score -1238174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1238182.125000 Penalty: 3044.914307
	Iteration 25Q: 3 clusters Score -1238182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1238189.125000 Penalty: 3044.914307
	Iteration 26Q: 3 clusters Score -1238189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1238193.875000 Penalty: 3044.914307
	Iteration 27Q: 3 clusters Score -1238194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1238201.750000 Penalty: 3044.914307
	Iteration 28Q: 3 clusters Score -1238202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1238210.250000 Penalty: 3044.914307
	Iteration 29Q: 3 clusters Score -1238210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1238221.750000 Penalty: 3044.914307
	Iteration 30Q: 3 clusters Score -1238222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1238224.000000 Penalty: 3044.914307
	Iteration 31Q: 3 clusters Score -1238224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1238225.250000 Penalty: 3044.914307
	Iteration 32Q: 3 clusters Score -1238225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1238225.625000 Penalty: 3044.914307
	Iteration 33Q: 3 clusters Score -1238226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1238226.500000 Penalty: 3044.914307
	Iteration 34Q: 3 clusters Score -1238226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1238226.500000 Penalty: 3044.914307
	Iteration 35Q: 3 clusters Score -1238226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1238227.250000 Penalty: 3044.914307
	Iteration 36Q: 3 clusters Score -1238227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1238229.000000 Penalty: 3044.914307
	Iteration 37Q: 3 clusters Score -1238229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1238229.000000 Penalty: 3044.914307
	Iteration 38F: 3 clusters Score -1238229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (177879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177879 members 
Entering Unmasked Estep 
Score: -19090930.000000 Penalty: 1964.439575
	Iteration 0F: 2 clusters Score -1.909093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89383 members 
Mstep: Class 2 contains 88496 members 
Entering Unmasked Estep 
Score: -18980082.000000 Penalty: 3928.879150
	Iteration 0F: 3 clusters Score -1.898008e+07 nChanged 85900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98409 members 
Mstep: Class 2 contains 79470 members 
Entering Unmasked Estep 
Score: -19031860.000000 Penalty: 3928.879150
	Iteration 1F: 3 clusters Score -1.903186e+07 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104454 members 
Mstep: Class 2 contains 73425 members 
Entering Unmasked Estep 
Score: -19034468.000000 Penalty: 3928.879150
	Iteration 2Q: 3 clusters Score -1.903447e+07 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113679 members 
Mstep: Class 2 contains 64200 members 
Entering Unmasked Estep 
Score: -19039638.000000 Penalty: 3928.879150
	Iteration 3F: 3 clusters Score -1.903964e+07 nChanged 13501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126824 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -19049326.000000 Penalty: 3928.879150
	Iteration 4F: 3 clusters Score -1.904933e+07 nChanged 16391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143019 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -19063612.000000 Penalty: 3928.879150
	Iteration 5F: 3 clusters Score -1.906361e+07 nChanged 15529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158468 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -19077114.000000 Penalty: 3928.879150
	Iteration 6F: 3 clusters Score -1.907711e+07 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169310 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -19084504.000000 Penalty: 3928.879150
	Iteration 7F: 3 clusters Score -1.90845e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174789 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -19087658.000000 Penalty: 3928.879150
	Iteration 8Q: 3 clusters Score -1.908766e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176865 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -19088756.000000 Penalty: 3928.879150
	Iteration 9Q: 3 clusters Score -1.908876e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177459 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -19089090.000000 Penalty: 3928.879150
	Iteration 10Q: 3 clusters Score -1.908909e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177618 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -19089184.000000 Penalty: 3928.879150
	Iteration 11Q: 3 clusters Score -1.908918e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177672 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19089234.000000 Penalty: 3928.879150
	Iteration 12Q: 3 clusters Score -1.908923e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177693 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19089246.000000 Penalty: 3928.879150
	Iteration 13Q: 3 clusters Score -1.908925e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177700 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19089266.000000 Penalty: 3928.879150
	Iteration 14Q: 3 clusters Score -1.908927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177702 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19089276.000000 Penalty: 3928.879150
	Iteration 15Q: 3 clusters Score -1.908928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177699 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19089280.000000 Penalty: 3928.879150
	Iteration 16Q: 3 clusters Score -1.908928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177700 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19089288.000000 Penalty: 3928.879150
	Iteration 17Q: 3 clusters Score -1.908929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177700 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19089290.000000 Penalty: 3928.879150
	Iteration 18Q: 3 clusters Score -1.908929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177699 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19089288.000000 Penalty: 3928.879150
	Iteration 19Q: 3 clusters Score -1.908929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177698 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19089294.000000 Penalty: 3928.879150
	Iteration 20F: 3 clusters Score -1.908929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177697 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19089304.000000 Penalty: 3928.879150
	Iteration 21Q: 3 clusters Score -1.90893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177694 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19089308.000000 Penalty: 3928.879150
	Iteration 22Q: 3 clusters Score -1.908931e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177694 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19089308.000000 Penalty: 3928.879150
	Iteration 23F: 3 clusters Score -1.908931e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -21592.429688 Penalty: 879.392456
	Iteration 0F: 2 clusters Score -21592.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -20830.880859 Penalty: 1758.784912
	Iteration 0F: 3 clusters Score -20830.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -20952.062500 Penalty: 1758.784912
	Iteration 1F: 3 clusters Score -20952.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20964.093750 Penalty: 1758.784912
	Iteration 2Q: 3 clusters Score -20964.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20967.619141 Penalty: 1758.784912
	Iteration 3Q: 3 clusters Score -20967.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20967.619141 Penalty: 1758.784912
	Iteration 4F: 3 clusters Score -20967.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Entering Unmasked Estep 
Score: -464837.843750 Penalty: 1364.485107
	Iteration 0F: 2 clusters Score -464837.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -461232.531250 Penalty: 2728.970215
	Iteration 0F: 3 clusters Score -461232.5 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -462252.156250 Penalty: 2728.970215
	Iteration 1F: 3 clusters Score -462252.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -462474.718750 Penalty: 2728.970215
	Iteration 2F: 3 clusters Score -462474.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -462642.937500 Penalty: 2728.970215
	Iteration 3F: 3 clusters Score -462642.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -462823.437500 Penalty: 2728.970215
	Iteration 4F: 3 clusters Score -462823.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -463022.125000 Penalty: 2728.970215
	Iteration 5F: 3 clusters Score -463022.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -463252.781250 Penalty: 2728.970215
	Iteration 6F: 3 clusters Score -463252.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -463451.968750 Penalty: 2728.970215
	Iteration 7F: 3 clusters Score -463452 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -463605.375000 Penalty: 2728.970215
	Iteration 8Q: 3 clusters Score -463605.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -463724.437500 Penalty: 2728.970215
	Iteration 9Q: 3 clusters Score -463724.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -463809.781250 Penalty: 2728.970215
	Iteration 10Q: 3 clusters Score -463809.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -463873.437500 Penalty: 2728.970215
	Iteration 11Q: 3 clusters Score -463873.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -463908.875000 Penalty: 2728.970215
	Iteration 12Q: 3 clusters Score -463908.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -463931.000000 Penalty: 2728.970215
	Iteration 13Q: 3 clusters Score -463931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -463946.125000 Penalty: 2728.970215
	Iteration 14Q: 3 clusters Score -463946.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -463957.031250 Penalty: 2728.970215
	Iteration 15Q: 3 clusters Score -463957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -463964.875000 Penalty: 2728.970215
	Iteration 16Q: 3 clusters Score -463964.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -463970.656250 Penalty: 2728.970215
	Iteration 17Q: 3 clusters Score -463970.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -463974.875000 Penalty: 2728.970215
	Iteration 18Q: 3 clusters Score -463974.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -463978.781250 Penalty: 2728.970215
	Iteration 19Q: 3 clusters Score -463978.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -463983.031250 Penalty: 2728.970215
	Iteration 20F: 3 clusters Score -463983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -463986.156250 Penalty: 2728.970215
	Iteration 21Q: 3 clusters Score -463986.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -463989.593750 Penalty: 2728.970215
	Iteration 22Q: 3 clusters Score -463989.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -463990.625000 Penalty: 2728.970215
	Iteration 23Q: 3 clusters Score -463990.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -463992.562500 Penalty: 2728.970215
	Iteration 24Q: 3 clusters Score -463992.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -463994.500000 Penalty: 2728.970215
	Iteration 25Q: 3 clusters Score -463994.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -463994.187500 Penalty: 2728.970215
	Iteration 26Q: 3 clusters Score -463994.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -463994.750000 Penalty: 2728.970215
	Iteration 27Q: 3 clusters Score -463994.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -463994.781250 Penalty: 2728.970215
	Iteration 28Q: 3 clusters Score -463994.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -463995.781250 Penalty: 2728.970215
	Iteration 29Q: 3 clusters Score -463995.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -463995.875000 Penalty: 2728.970215
	Iteration 30Q: 3 clusters Score -463995.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -463996.593750 Penalty: 2728.970215
	Iteration 31Q: 3 clusters Score -463996.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -463998.406250 Penalty: 2728.970215
	Iteration 32Q: 3 clusters Score -463998.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -463998.406250 Penalty: 2728.970215
	Iteration 33F: 3 clusters Score -463998.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Entering Unmasked Estep 
Score: -660405.000000 Penalty: 1435.863525
	Iteration 0F: 2 clusters Score -660405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -655249.125000 Penalty: 2871.727051
	Iteration 0F: 3 clusters Score -655249.1 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -656812.437500 Penalty: 2871.727051
	Iteration 1F: 3 clusters Score -656812.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -657084.750000 Penalty: 2871.727051
	Iteration 2F: 3 clusters Score -657084.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -657336.937500 Penalty: 2871.727051
	Iteration 3F: 3 clusters Score -657336.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -657584.937500 Penalty: 2871.727051
	Iteration 4F: 3 clusters Score -657584.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -657807.687500 Penalty: 2871.727051
	Iteration 5F: 3 clusters Score -657807.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -658009.187500 Penalty: 2871.727051
	Iteration 6Q: 3 clusters Score -658009.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -658170.000000 Penalty: 2871.727051
	Iteration 7Q: 3 clusters Score -658170 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -658319.937500 Penalty: 2871.727051
	Iteration 8Q: 3 clusters Score -658319.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -658455.750000 Penalty: 2871.727051
	Iteration 9Q: 3 clusters Score -658455.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -658582.500000 Penalty: 2871.727051
	Iteration 10Q: 3 clusters Score -658582.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -658702.687500 Penalty: 2871.727051
	Iteration 11Q: 3 clusters Score -658702.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -658805.812500 Penalty: 2871.727051
	Iteration 12Q: 3 clusters Score -658805.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -658871.812500 Penalty: 2871.727051
	Iteration 13Q: 3 clusters Score -658871.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -658926.437500 Penalty: 2871.727051
	Iteration 14Q: 3 clusters Score -658926.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -658963.312500 Penalty: 2871.727051
	Iteration 15Q: 3 clusters Score -658963.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -658987.750000 Penalty: 2871.727051
	Iteration 16Q: 3 clusters Score -658987.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -659009.062500 Penalty: 2871.727051
	Iteration 17Q: 3 clusters Score -659009.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -659031.500000 Penalty: 2871.727051
	Iteration 18Q: 3 clusters Score -659031.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -659044.937500 Penalty: 2871.727051
	Iteration 19Q: 3 clusters Score -659044.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -659055.187500 Penalty: 2871.727051
	Iteration 20F: 3 clusters Score -659055.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -659064.187500 Penalty: 2871.727051
	Iteration 21Q: 3 clusters Score -659064.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -659071.875000 Penalty: 2871.727051
	Iteration 22Q: 3 clusters Score -659071.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -659080.000000 Penalty: 2871.727051
	Iteration 23Q: 3 clusters Score -659080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -659086.312500 Penalty: 2871.727051
	Iteration 24Q: 3 clusters Score -659086.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -659091.375000 Penalty: 2871.727051
	Iteration 25Q: 3 clusters Score -659091.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -659094.312500 Penalty: 2871.727051
	Iteration 26Q: 3 clusters Score -659094.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -659099.875000 Penalty: 2871.727051
	Iteration 27Q: 3 clusters Score -659099.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -659103.000000 Penalty: 2871.727051
	Iteration 28Q: 3 clusters Score -659103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -659103.625000 Penalty: 2871.727051
	Iteration 29Q: 3 clusters Score -659103.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -659107.750000 Penalty: 2871.727051
	Iteration 30Q: 3 clusters Score -659107.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -659107.125000 Penalty: 2871.727051
	Iteration 31Q: 3 clusters Score -659107.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -659111.687500 Penalty: 2871.727051
	Iteration 32Q: 3 clusters Score -659111.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -659114.250000 Penalty: 2871.727051
	Iteration 33Q: 3 clusters Score -659114.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -659114.562500 Penalty: 2871.727051
	Iteration 34Q: 3 clusters Score -659114.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -659116.062500 Penalty: 2871.727051
	Iteration 35Q: 3 clusters Score -659116.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -659119.812500 Penalty: 2871.727051
	Iteration 36Q: 3 clusters Score -659119.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -659119.562500 Penalty: 2871.727051
	Iteration 37Q: 3 clusters Score -659119.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -659120.062500 Penalty: 2871.727051
	Iteration 38Q: 3 clusters Score -659120.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -659120.062500 Penalty: 2871.727051
	Iteration 39F: 3 clusters Score -659120.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -88683.000000 Penalty: 1121.532349
	Iteration 0F: 2 clusters Score -88683 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 500 members 
Entering Unmasked Estep 
Score: -87274.960938 Penalty: 2243.064697
	Iteration 0F: 3 clusters Score -87274.96 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -87572.476562 Penalty: 2243.064697
	Iteration 1F: 3 clusters Score -87572.48 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -87648.273438 Penalty: 2243.064697
	Iteration 2F: 3 clusters Score -87648.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -87677.070312 Penalty: 2243.064697
	Iteration 3Q: 3 clusters Score -87677.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -87696.421875 Penalty: 2243.064697
	Iteration 4Q: 3 clusters Score -87696.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -87711.585938 Penalty: 2243.064697
	Iteration 5Q: 3 clusters Score -87711.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -87717.835938 Penalty: 2243.064697
	Iteration 6Q: 3 clusters Score -87717.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -87725.500000 Penalty: 2243.064697
	Iteration 7Q: 3 clusters Score -87725.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -87732.500000 Penalty: 2243.064697
	Iteration 8Q: 3 clusters Score -87732.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -87737.804688 Penalty: 2243.064697
	Iteration 9Q: 3 clusters Score -87737.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -87742.609375 Penalty: 2243.064697
	Iteration 10Q: 3 clusters Score -87742.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -87749.351562 Penalty: 2243.064697
	Iteration 11Q: 3 clusters Score -87749.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -87754.335938 Penalty: 2243.064697
	Iteration 12Q: 3 clusters Score -87754.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -87756.820312 Penalty: 2243.064697
	Iteration 13Q: 3 clusters Score -87756.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -87758.617188 Penalty: 2243.064697
	Iteration 14Q: 3 clusters Score -87758.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -87760.343750 Penalty: 2243.064697
	Iteration 15Q: 3 clusters Score -87760.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -87762.703125 Penalty: 2243.064697
	Iteration 16Q: 3 clusters Score -87762.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -87762.703125 Penalty: 2243.064697
	Iteration 17F: 3 clusters Score -87762.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Entering Unmasked Estep 
Score: -396165.125000 Penalty: 1345.574341
	Iteration 0F: 2 clusters Score -396165.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -392868.250000 Penalty: 2691.148682
	Iteration 0F: 3 clusters Score -392868.2 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -393832.875000 Penalty: 2691.148682
	Iteration 1F: 3 clusters Score -393832.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -394098.437500 Penalty: 2691.148682
	Iteration 2F: 3 clusters Score -394098.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -394281.375000 Penalty: 2691.148682
	Iteration 3F: 3 clusters Score -394281.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -394488.968750 Penalty: 2691.148682
	Iteration 4F: 3 clusters Score -394489 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -394627.093750 Penalty: 2691.148682
	Iteration 5F: 3 clusters Score -394627.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -394733.468750 Penalty: 2691.148682
	Iteration 6Q: 3 clusters Score -394733.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -394820.625000 Penalty: 2691.148682
	Iteration 7Q: 3 clusters Score -394820.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -394882.437500 Penalty: 2691.148682
	Iteration 8Q: 3 clusters Score -394882.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -394926.937500 Penalty: 2691.148682
	Iteration 9Q: 3 clusters Score -394926.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -394953.968750 Penalty: 2691.148682
	Iteration 10Q: 3 clusters Score -394954 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -394974.812500 Penalty: 2691.148682
	Iteration 11Q: 3 clusters Score -394974.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -394999.937500 Penalty: 2691.148682
	Iteration 12Q: 3 clusters Score -394999.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -395008.468750 Penalty: 2691.148682
	Iteration 13Q: 3 clusters Score -395008.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -395015.500000 Penalty: 2691.148682
	Iteration 14Q: 3 clusters Score -395015.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -395020.625000 Penalty: 2691.148682
	Iteration 15Q: 3 clusters Score -395020.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -395025.312500 Penalty: 2691.148682
	Iteration 16Q: 3 clusters Score -395025.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -395031.281250 Penalty: 2691.148682
	Iteration 17Q: 3 clusters Score -395031.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -395036.562500 Penalty: 2691.148682
	Iteration 18Q: 3 clusters Score -395036.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -395040.218750 Penalty: 2691.148682
	Iteration 19Q: 3 clusters Score -395040.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -395041.125000 Penalty: 2691.148682
	Iteration 20F: 3 clusters Score -395041.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -395040.687500 Penalty: 2691.148682
	Iteration 21Q: 3 clusters Score -395040.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -395041.531250 Penalty: 2691.148682
	Iteration 22Q: 3 clusters Score -395041.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -395041.531250 Penalty: 2691.148682
	Iteration 23F: 3 clusters Score -395041.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Entering Unmasked Estep 
Score: -182277.296875 Penalty: 1215.569580
	Iteration 0F: 2 clusters Score -182277.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -180356.453125 Penalty: 2431.139160
	Iteration 0F: 3 clusters Score -180356.5 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -180740.625000 Penalty: 2431.139160
	Iteration 1F: 3 clusters Score -180740.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -180826.750000 Penalty: 2431.139160
	Iteration 2F: 3 clusters Score -180826.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -180866.359375 Penalty: 2431.139160
	Iteration 3Q: 3 clusters Score -180866.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -180894.234375 Penalty: 2431.139160
	Iteration 4Q: 3 clusters Score -180894.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -180915.531250 Penalty: 2431.139160
	Iteration 5Q: 3 clusters Score -180915.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -180928.390625 Penalty: 2431.139160
	Iteration 6Q: 3 clusters Score -180928.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -180938.703125 Penalty: 2431.139160
	Iteration 7Q: 3 clusters Score -180938.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -180948.640625 Penalty: 2431.139160
	Iteration 8Q: 3 clusters Score -180948.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -180957.468750 Penalty: 2431.139160
	Iteration 9Q: 3 clusters Score -180957.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -180964.031250 Penalty: 2431.139160
	Iteration 10Q: 3 clusters Score -180964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -180969.484375 Penalty: 2431.139160
	Iteration 11Q: 3 clusters Score -180969.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -180973.859375 Penalty: 2431.139160
	Iteration 12Q: 3 clusters Score -180973.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -180977.781250 Penalty: 2431.139160
	Iteration 13Q: 3 clusters Score -180977.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -180982.703125 Penalty: 2431.139160
	Iteration 14Q: 3 clusters Score -180982.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -180987.734375 Penalty: 2431.139160
	Iteration 15Q: 3 clusters Score -180987.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -180991.156250 Penalty: 2431.139160
	Iteration 16Q: 3 clusters Score -180991.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -180993.812500 Penalty: 2431.139160
	Iteration 17Q: 3 clusters Score -180993.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -180998.218750 Penalty: 2431.139160
	Iteration 18Q: 3 clusters Score -180998.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -181004.109375 Penalty: 2431.139160
	Iteration 19Q: 3 clusters Score -181004.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -181010.000000 Penalty: 2431.139160
	Iteration 20F: 3 clusters Score -181010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -181017.921875 Penalty: 2431.139160
	Iteration 21Q: 3 clusters Score -181017.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -181025.921875 Penalty: 2431.139160
	Iteration 22Q: 3 clusters Score -181025.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -181030.859375 Penalty: 2431.139160
	Iteration 23Q: 3 clusters Score -181030.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -181034.734375 Penalty: 2431.139160
	Iteration 24Q: 3 clusters Score -181034.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -181038.328125 Penalty: 2431.139160
	Iteration 25Q: 3 clusters Score -181038.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -181043.859375 Penalty: 2431.139160
	Iteration 26Q: 3 clusters Score -181043.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -181048.953125 Penalty: 2431.139160
	Iteration 27Q: 3 clusters Score -181049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -181053.250000 Penalty: 2431.139160
	Iteration 28Q: 3 clusters Score -181053.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -181057.312500 Penalty: 2431.139160
	Iteration 29Q: 3 clusters Score -181057.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -181063.562500 Penalty: 2431.139160
	Iteration 30Q: 3 clusters Score -181063.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -181070.468750 Penalty: 2431.139160
	Iteration 31Q: 3 clusters Score -181070.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -181074.062500 Penalty: 2431.139160
	Iteration 32Q: 3 clusters Score -181074.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -181075.921875 Penalty: 2431.139160
	Iteration 33Q: 3 clusters Score -181075.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -181076.343750 Penalty: 2431.139160
	Iteration 34Q: 3 clusters Score -181076.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -181076.859375 Penalty: 2431.139160
	Iteration 35Q: 3 clusters Score -181076.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -181076.859375 Penalty: 2431.139160
	Iteration 36F: 3 clusters Score -181076.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Entering Unmasked Estep 
Score: -212451.625000 Penalty: 1239.238525
	Iteration 0F: 2 clusters Score -212451.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -210355.484375 Penalty: 2478.477051
	Iteration 0F: 3 clusters Score -210355.5 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -210819.953125 Penalty: 2478.477051
	Iteration 1F: 3 clusters Score -210820 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -210978.859375 Penalty: 2478.477051
	Iteration 2F: 3 clusters Score -210978.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -211079.000000 Penalty: 2478.477051
	Iteration 3F: 3 clusters Score -211079 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -211157.500000 Penalty: 2478.477051
	Iteration 4Q: 3 clusters Score -211157.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -211233.250000 Penalty: 2478.477051
	Iteration 5Q: 3 clusters Score -211233.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -211277.890625 Penalty: 2478.477051
	Iteration 6Q: 3 clusters Score -211277.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -211299.906250 Penalty: 2478.477051
	Iteration 7Q: 3 clusters Score -211299.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -211322.109375 Penalty: 2478.477051
	Iteration 8Q: 3 clusters Score -211322.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -211346.890625 Penalty: 2478.477051
	Iteration 9Q: 3 clusters Score -211346.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -211364.031250 Penalty: 2478.477051
	Iteration 10Q: 3 clusters Score -211364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -211377.562500 Penalty: 2478.477051
	Iteration 11Q: 3 clusters Score -211377.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -211397.281250 Penalty: 2478.477051
	Iteration 12Q: 3 clusters Score -211397.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -211418.578125 Penalty: 2478.477051
	Iteration 13Q: 3 clusters Score -211418.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -211437.937500 Penalty: 2478.477051
	Iteration 14Q: 3 clusters Score -211437.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -211453.156250 Penalty: 2478.477051
	Iteration 15Q: 3 clusters Score -211453.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -211464.203125 Penalty: 2478.477051
	Iteration 16Q: 3 clusters Score -211464.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -211470.234375 Penalty: 2478.477051
	Iteration 17Q: 3 clusters Score -211470.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -211476.296875 Penalty: 2478.477051
	Iteration 18Q: 3 clusters Score -211476.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -211480.781250 Penalty: 2478.477051
	Iteration 19Q: 3 clusters Score -211480.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -211485.421875 Penalty: 2478.477051
	Iteration 20F: 3 clusters Score -211485.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -211488.812500 Penalty: 2478.477051
	Iteration 21Q: 3 clusters Score -211488.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -211493.281250 Penalty: 2478.477051
	Iteration 22Q: 3 clusters Score -211493.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -211496.234375 Penalty: 2478.477051
	Iteration 23Q: 3 clusters Score -211496.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -211497.906250 Penalty: 2478.477051
	Iteration 24Q: 3 clusters Score -211497.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -211498.953125 Penalty: 2478.477051
	Iteration 25Q: 3 clusters Score -211499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -211498.953125 Penalty: 2478.477051
	Iteration 26F: 3 clusters Score -211499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Entering Unmasked Estep 
Score: -1773823.875000 Penalty: 1584.514893
	Iteration 0F: 2 clusters Score -1773824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1762059.750000 Penalty: 3169.029785
	Iteration 0F: 3 clusters Score -1762060 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1766405.750000 Penalty: 3169.029785
	Iteration 1F: 3 clusters Score -1766406 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1766930.000000 Penalty: 3169.029785
	Iteration 2F: 3 clusters Score -1766930 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1767659.500000 Penalty: 3169.029785
	Iteration 3F: 3 clusters Score -1767660 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1768818.625000 Penalty: 3169.029785
	Iteration 4F: 3 clusters Score -1768819 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1770211.625000 Penalty: 3169.029785
	Iteration 5F: 3 clusters Score -1770212 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1771480.000000 Penalty: 3169.029785
	Iteration 6F: 3 clusters Score -1771480 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1772313.250000 Penalty: 3169.029785
	Iteration 7F: 3 clusters Score -1772313 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1772844.625000 Penalty: 3169.029785
	Iteration 8Q: 3 clusters Score -1772845 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1773153.375000 Penalty: 3169.029785
	Iteration 9Q: 3 clusters Score -1773153 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1773324.750000 Penalty: 3169.029785
	Iteration 10Q: 3 clusters Score -1773325 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1773436.875000 Penalty: 3169.029785
	Iteration 11Q: 3 clusters Score -1773437 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1773511.750000 Penalty: 3169.029785
	Iteration 12Q: 3 clusters Score -1773512 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1773577.250000 Penalty: 3169.029785
	Iteration 13Q: 3 clusters Score -1773577 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1773643.750000 Penalty: 3169.029785
	Iteration 14Q: 3 clusters Score -1773644 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1773692.250000 Penalty: 3169.029785
	Iteration 15Q: 3 clusters Score -1773692 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1773735.125000 Penalty: 3169.029785
	Iteration 16Q: 3 clusters Score -1773735 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1773770.500000 Penalty: 3169.029785
	Iteration 17Q: 3 clusters Score -1773770 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1773784.375000 Penalty: 3169.029785
	Iteration 18Q: 3 clusters Score -1773784 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1773792.000000 Penalty: 3169.029785
	Iteration 19Q: 3 clusters Score -1773792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1773801.375000 Penalty: 3169.029785
	Iteration 20F: 3 clusters Score -1773801 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1773801.625000 Penalty: 3169.029785
	Iteration 21Q: 3 clusters Score -1773802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1773802.375000 Penalty: 3169.029785
	Iteration 22Q: 3 clusters Score -1773802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1773801.625000 Penalty: 3169.029785
	Iteration 23Q: 3 clusters Score -1773802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1773801.000000 Penalty: 3169.029785
	Iteration 24Q: 3 clusters Score -1773801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1773802.625000 Penalty: 3169.029785
	Iteration 25Q: 3 clusters Score -1773803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1773804.000000 Penalty: 3169.029785
	Iteration 26Q: 3 clusters Score -1773804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1773803.500000 Penalty: 3169.029785
	Iteration 27Q: 3 clusters Score -1773804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1773805.875000 Penalty: 3169.029785
	Iteration 28Q: 3 clusters Score -1773806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1773805.875000 Penalty: 3169.029785
	Iteration 29F: 3 clusters Score -1773806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Entering Unmasked Estep 
Score: -2991995.750000 Penalty: 1667.080444
	Iteration 0F: 2 clusters Score -2991996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2972773.000000 Penalty: 3334.160889
	Iteration 0F: 3 clusters Score -2972773 nChanged 13080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2980067.500000 Penalty: 3334.160889
	Iteration 1F: 3 clusters Score -2980068 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2980571.250000 Penalty: 3334.160889
	Iteration 2Q: 3 clusters Score -2980571 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2981130.750000 Penalty: 3334.160889
	Iteration 3Q: 3 clusters Score -2981131 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2981754.250000 Penalty: 3334.160889
	Iteration 4Q: 3 clusters Score -2981754 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2982518.250000 Penalty: 3334.160889
	Iteration 5F: 3 clusters Score -2982518 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2983430.500000 Penalty: 3334.160889
	Iteration 6F: 3 clusters Score -2983430 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2984509.500000 Penalty: 3334.160889
	Iteration 7F: 3 clusters Score -2984510 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2985641.250000 Penalty: 3334.160889
	Iteration 8F: 3 clusters Score -2985641 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2986661.500000 Penalty: 3334.160889
	Iteration 9F: 3 clusters Score -2986662 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2987423.250000 Penalty: 3334.160889
	Iteration 10Q: 3 clusters Score -2987423 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2987974.000000 Penalty: 3334.160889
	Iteration 11Q: 3 clusters Score -2987974 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2988341.000000 Penalty: 3334.160889
	Iteration 12Q: 3 clusters Score -2988341 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2988619.000000 Penalty: 3334.160889
	Iteration 13Q: 3 clusters Score -2988619 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2988869.000000 Penalty: 3334.160889
	Iteration 14Q: 3 clusters Score -2988869 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2989118.250000 Penalty: 3334.160889
	Iteration 15Q: 3 clusters Score -2989118 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2989385.750000 Penalty: 3334.160889
	Iteration 16Q: 3 clusters Score -2989386 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2989601.500000 Penalty: 3334.160889
	Iteration 17Q: 3 clusters Score -2989602 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2989786.750000 Penalty: 3334.160889
	Iteration 18Q: 3 clusters Score -2989787 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2990006.500000 Penalty: 3334.160889
	Iteration 19Q: 3 clusters Score -2990006 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2990264.750000 Penalty: 3334.160889
	Iteration 20F: 3 clusters Score -2990265 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2990542.500000 Penalty: 3334.160889
	Iteration 21Q: 3 clusters Score -2990542 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2990763.750000 Penalty: 3334.160889
	Iteration 22Q: 3 clusters Score -2990764 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2990950.750000 Penalty: 3334.160889
	Iteration 23Q: 3 clusters Score -2990951 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2991080.750000 Penalty: 3334.160889
	Iteration 24Q: 3 clusters Score -2991081 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2991170.750000 Penalty: 3334.160889
	Iteration 25Q: 3 clusters Score -2991171 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2991211.500000 Penalty: 3334.160889
	Iteration 26Q: 3 clusters Score -2991212 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2991250.500000 Penalty: 3334.160889
	Iteration 27Q: 3 clusters Score -2991250 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2991284.500000 Penalty: 3334.160889
	Iteration 28Q: 3 clusters Score -2991284 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2991322.750000 Penalty: 3334.160889
	Iteration 29Q: 3 clusters Score -2991323 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2991332.500000 Penalty: 3334.160889
	Iteration 30Q: 3 clusters Score -2991332 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2991334.250000 Penalty: 3334.160889
	Iteration 31Q: 3 clusters Score -2991334 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2991337.500000 Penalty: 3334.160889
	Iteration 32Q: 3 clusters Score -2991338 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2991361.500000 Penalty: 3334.160889
	Iteration 33Q: 3 clusters Score -2991362 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2991369.500000 Penalty: 3334.160889
	Iteration 34Q: 3 clusters Score -2991370 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2991364.250000 Penalty: 3334.160889
	Iteration 35Q: 3 clusters Score -2991364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2991378.750000 Penalty: 3334.160889
	Iteration 36Q: 3 clusters Score -2991379 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2991384.250000 Penalty: 3334.160889
	Iteration 37Q: 3 clusters Score -2991384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2991381.500000 Penalty: 3334.160889
	Iteration 38Q: 3 clusters Score -2991382 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2991387.500000 Penalty: 3334.160889
	Iteration 39Q: 3 clusters Score -2991388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2991392.250000 Penalty: 3334.160889
	Iteration 40F: 3 clusters Score -2991392 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2991396.750000 Penalty: 3334.160889
	Iteration 41Q: 3 clusters Score -2991397 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2991392.250000 Penalty: 3334.160889
	Iteration 42Q: 3 clusters Score -2991392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2991399.000000 Penalty: 3334.160889
	Iteration 43Q: 3 clusters Score -2991399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2991400.750000 Penalty: 3334.160889
	Iteration 44Q: 3 clusters Score -2991401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2991408.750000 Penalty: 3334.160889
	Iteration 45Q: 3 clusters Score -2991409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2991406.000000 Penalty: 3334.160889
	Iteration 46Q: 3 clusters Score -2991406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2991409.000000 Penalty: 3334.160889
	Iteration 47Q: 3 clusters Score -2991409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2991408.750000 Penalty: 3334.160889
	Iteration 48Q: 3 clusters Score -2991409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2991413.250000 Penalty: 3334.160889
	Iteration 49Q: 3 clusters Score -2991413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2991418.500000 Penalty: 3334.160889
	Iteration 50Q: 3 clusters Score -2991418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2991422.250000 Penalty: 3334.160889
	Iteration 51Q: 3 clusters Score -2991422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2991417.500000 Penalty: 3334.160889
	Iteration 52Q: 3 clusters Score -2991418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2991416.250000 Penalty: 3334.160889
	Iteration 53Q: 3 clusters Score -2991416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2991414.250000 Penalty: 3334.160889
	Iteration 54Q: 3 clusters Score -2991414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2991415.750000 Penalty: 3334.160889
	Iteration 55Q: 3 clusters Score -2991416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -2991413.250000 Penalty: 3334.160889
	Iteration 56Q: 3 clusters Score -2991413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2991413.000000 Penalty: 3334.160889
	Iteration 57Q: 3 clusters Score -2991413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2991411.750000 Penalty: 3334.160889
	Iteration 58Q: 3 clusters Score -2991412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2991411.000000 Penalty: 3334.160889
	Iteration 59Q: 3 clusters Score -2991411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2991409.750000 Penalty: 3334.160889
	Iteration 60F: 3 clusters Score -2991410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2991415.750000 Penalty: 3334.160889
	Iteration 61Q: 3 clusters Score -2991416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2991409.250000 Penalty: 3334.160889
	Iteration 62Q: 3 clusters Score -2991409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2991409.500000 Penalty: 3334.160889
	Iteration 63Q: 3 clusters Score -2991410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2991414.250000 Penalty: 3334.160889
	Iteration 64Q: 3 clusters Score -2991414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2991414.000000 Penalty: 3334.160889
	Iteration 65Q: 3 clusters Score -2991414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2991414.500000 Penalty: 3334.160889
	Iteration 66Q: 3 clusters Score -2991414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2991415.500000 Penalty: 3334.160889
	Iteration 67Q: 3 clusters Score -2991416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2991415.500000 Penalty: 3334.160889
	Iteration 68F: 3 clusters Score -2991416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Entering Unmasked Estep 
Score: -2394213.250000 Penalty: 1630.701416
	Iteration 0F: 2 clusters Score -2394213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2378677.500000 Penalty: 3261.402832
	Iteration 0F: 3 clusters Score -2378678 nChanged 10392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2384482.000000 Penalty: 3261.402832
	Iteration 1F: 3 clusters Score -2384482 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2384966.250000 Penalty: 3261.402832
	Iteration 2F: 3 clusters Score -2384966 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2385494.750000 Penalty: 3261.402832
	Iteration 3Q: 3 clusters Score -2385495 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2386128.750000 Penalty: 3261.402832
	Iteration 4F: 3 clusters Score -2386129 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2386829.250000 Penalty: 3261.402832
	Iteration 5F: 3 clusters Score -2386829 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2387533.000000 Penalty: 3261.402832
	Iteration 6F: 3 clusters Score -2387533 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2388339.500000 Penalty: 3261.402832
	Iteration 7F: 3 clusters Score -2388340 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2389114.750000 Penalty: 3261.402832
	Iteration 8F: 3 clusters Score -2389115 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2389753.000000 Penalty: 3261.402832
	Iteration 9Q: 3 clusters Score -2389753 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2390184.500000 Penalty: 3261.402832
	Iteration 10Q: 3 clusters Score -2390184 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2390447.250000 Penalty: 3261.402832
	Iteration 11Q: 3 clusters Score -2390447 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2390650.000000 Penalty: 3261.402832
	Iteration 12Q: 3 clusters Score -2390650 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2390835.500000 Penalty: 3261.402832
	Iteration 13Q: 3 clusters Score -2390836 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2391002.250000 Penalty: 3261.402832
	Iteration 14Q: 3 clusters Score -2391002 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2391132.750000 Penalty: 3261.402832
	Iteration 15Q: 3 clusters Score -2391133 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2391243.250000 Penalty: 3261.402832
	Iteration 16Q: 3 clusters Score -2391243 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2391364.250000 Penalty: 3261.402832
	Iteration 17Q: 3 clusters Score -2391364 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2391463.000000 Penalty: 3261.402832
	Iteration 18Q: 3 clusters Score -2391463 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2391563.750000 Penalty: 3261.402832
	Iteration 19Q: 3 clusters Score -2391564 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2391654.750000 Penalty: 3261.402832
	Iteration 20F: 3 clusters Score -2391655 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2391745.500000 Penalty: 3261.402832
	Iteration 21Q: 3 clusters Score -2391746 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2391858.000000 Penalty: 3261.402832
	Iteration 22Q: 3 clusters Score -2391858 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2391975.000000 Penalty: 3261.402832
	Iteration 23Q: 3 clusters Score -2391975 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2392093.750000 Penalty: 3261.402832
	Iteration 24Q: 3 clusters Score -2392094 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2392204.250000 Penalty: 3261.402832
	Iteration 25Q: 3 clusters Score -2392204 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2392360.000000 Penalty: 3261.402832
	Iteration 26Q: 3 clusters Score -2392360 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2392568.000000 Penalty: 3261.402832
	Iteration 27Q: 3 clusters Score -2392568 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2392718.500000 Penalty: 3261.402832
	Iteration 28Q: 3 clusters Score -2392718 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2392805.500000 Penalty: 3261.402832
	Iteration 29Q: 3 clusters Score -2392806 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2392871.250000 Penalty: 3261.402832
	Iteration 30Q: 3 clusters Score -2392871 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2392932.750000 Penalty: 3261.402832
	Iteration 31Q: 3 clusters Score -2392933 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2392995.250000 Penalty: 3261.402832
	Iteration 32Q: 3 clusters Score -2392995 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2393044.750000 Penalty: 3261.402832
	Iteration 33Q: 3 clusters Score -2393045 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2393076.000000 Penalty: 3261.402832
	Iteration 34Q: 3 clusters Score -2393076 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2393098.000000 Penalty: 3261.402832
	Iteration 35Q: 3 clusters Score -2393098 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2393117.500000 Penalty: 3261.402832
	Iteration 36Q: 3 clusters Score -2393118 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2393132.500000 Penalty: 3261.402832
	Iteration 37Q: 3 clusters Score -2393132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2393143.750000 Penalty: 3261.402832
	Iteration 38Q: 3 clusters Score -2393144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2393151.000000 Penalty: 3261.402832
	Iteration 39Q: 3 clusters Score -2393151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2393153.750000 Penalty: 3261.402832
	Iteration 40F: 3 clusters Score -2393154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2393166.000000 Penalty: 3261.402832
	Iteration 41Q: 3 clusters Score -2393166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2393168.000000 Penalty: 3261.402832
	Iteration 42Q: 3 clusters Score -2393168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2393168.500000 Penalty: 3261.402832
	Iteration 43Q: 3 clusters Score -2393168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2393172.000000 Penalty: 3261.402832
	Iteration 44Q: 3 clusters Score -2393172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2393178.000000 Penalty: 3261.402832
	Iteration 45Q: 3 clusters Score -2393178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2393180.500000 Penalty: 3261.402832
	Iteration 46Q: 3 clusters Score -2393180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2393184.750000 Penalty: 3261.402832
	Iteration 47Q: 3 clusters Score -2393185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2393188.500000 Penalty: 3261.402832
	Iteration 48Q: 3 clusters Score -2393188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2393183.250000 Penalty: 3261.402832
	Iteration 49Q: 3 clusters Score -2393183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2393193.250000 Penalty: 3261.402832
	Iteration 50Q: 3 clusters Score -2393193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2393199.250000 Penalty: 3261.402832
	Iteration 51Q: 3 clusters Score -2393199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2393194.750000 Penalty: 3261.402832
	Iteration 52Q: 3 clusters Score -2393195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2393200.250000 Penalty: 3261.402832
	Iteration 53Q: 3 clusters Score -2393200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2393206.500000 Penalty: 3261.402832
	Iteration 54Q: 3 clusters Score -2393206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2393209.250000 Penalty: 3261.402832
	Iteration 55Q: 3 clusters Score -2393209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2393205.750000 Penalty: 3261.402832
	Iteration 56Q: 3 clusters Score -2393206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2393213.750000 Penalty: 3261.402832
	Iteration 57Q: 3 clusters Score -2393214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2393214.250000 Penalty: 3261.402832
	Iteration 58Q: 3 clusters Score -2393214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2393218.500000 Penalty: 3261.402832
	Iteration 59Q: 3 clusters Score -2393218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2393221.500000 Penalty: 3261.402832
	Iteration 60F: 3 clusters Score -2393222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2393225.250000 Penalty: 3261.402832
	Iteration 61Q: 3 clusters Score -2393225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2393220.750000 Penalty: 3261.402832
	Iteration 62Q: 3 clusters Score -2393221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2393225.500000 Penalty: 3261.402832
	Iteration 63Q: 3 clusters Score -2393226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2393227.750000 Penalty: 3261.402832
	Iteration 64Q: 3 clusters Score -2393228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2393225.250000 Penalty: 3261.402832
	Iteration 65Q: 3 clusters Score -2393225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2393235.250000 Penalty: 3261.402832
	Iteration 66Q: 3 clusters Score -2393235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2393235.500000 Penalty: 3261.402832
	Iteration 67Q: 3 clusters Score -2393236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2393238.500000 Penalty: 3261.402832
	Iteration 68Q: 3 clusters Score -2393238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2393239.250000 Penalty: 3261.402832
	Iteration 69Q: 3 clusters Score -2393239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2393244.250000 Penalty: 3261.402832
	Iteration 70Q: 3 clusters Score -2393244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2393244.000000 Penalty: 3261.402832
	Iteration 71Q: 3 clusters Score -2393244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2393248.500000 Penalty: 3261.402832
	Iteration 72Q: 3 clusters Score -2393248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2393249.000000 Penalty: 3261.402832
	Iteration 73Q: 3 clusters Score -2393249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2393249.000000 Penalty: 3261.402832
	Iteration 74Q: 3 clusters Score -2393249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2393248.000000 Penalty: 3261.402832
	Iteration 75Q: 3 clusters Score -2393248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2393250.750000 Penalty: 3261.402832
	Iteration 76Q: 3 clusters Score -2393251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2393255.500000 Penalty: 3261.402832
	Iteration 77Q: 3 clusters Score -2393256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2393261.750000 Penalty: 3261.402832
	Iteration 78Q: 3 clusters Score -2393262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2393260.000000 Penalty: 3261.402832
	Iteration 79Q: 3 clusters Score -2393260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2393263.500000 Penalty: 3261.402832
	Iteration 80F: 3 clusters Score -2393264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2393265.000000 Penalty: 3261.402832
	Iteration 81Q: 3 clusters Score -2393265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2393264.000000 Penalty: 3261.402832
	Iteration 82Q: 3 clusters Score -2393264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2393265.000000 Penalty: 3261.402832
	Iteration 83Q: 3 clusters Score -2393265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2393262.500000 Penalty: 3261.402832
	Iteration 84Q: 3 clusters Score -2393262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2393264.250000 Penalty: 3261.402832
	Iteration 85Q: 3 clusters Score -2393264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2393264.500000 Penalty: 3261.402832
	Iteration 86Q: 3 clusters Score -2393264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2393265.750000 Penalty: 3261.402832
	Iteration 87Q: 3 clusters Score -2393266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2393264.750000 Penalty: 3261.402832
	Iteration 88Q: 3 clusters Score -2393265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2393268.500000 Penalty: 3261.402832
	Iteration 89Q: 3 clusters Score -2393268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2393268.500000 Penalty: 3261.402832
	Iteration 90F: 3 clusters Score -2393268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -98010.984375 Penalty: 1120.054199
	Iteration 0F: 2 clusters Score -98010.98 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 516 members 
Entering Unmasked Estep 
Score: -96669.195312 Penalty: 2240.108398
	Iteration 0F: 3 clusters Score -96669.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -97073.773438 Penalty: 2240.108398
	Iteration 1F: 3 clusters Score -97073.77 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -97338.609375 Penalty: 2240.108398
	Iteration 2F: 3 clusters Score -97338.61 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -97556.820312 Penalty: 2240.108398
	Iteration 3F: 3 clusters Score -97556.82 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -97722.945312 Penalty: 2240.108398
	Iteration 4F: 3 clusters Score -97722.95 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -97793.859375 Penalty: 2240.108398
	Iteration 5Q: 3 clusters Score -97793.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -97827.968750 Penalty: 2240.108398
	Iteration 6Q: 3 clusters Score -97827.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -97875.226562 Penalty: 2240.108398
	Iteration 7Q: 3 clusters Score -97875.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -97893.078125 Penalty: 2240.108398
	Iteration 8Q: 3 clusters Score -97893.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -97910.562500 Penalty: 2240.108398
	Iteration 9Q: 3 clusters Score -97910.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -97912.875000 Penalty: 2240.108398
	Iteration 10Q: 3 clusters Score -97912.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -97913.968750 Penalty: 2240.108398
	Iteration 11Q: 3 clusters Score -97913.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -97913.968750 Penalty: 2240.108398
	Iteration 12F: 3 clusters Score -97913.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Entering Unmasked Estep 
Score: -95841.765625 Penalty: 1125.728149
	Iteration 0F: 2 clusters Score -95841.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -94399.671875 Penalty: 2251.456299
	Iteration 0F: 3 clusters Score -94399.67 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -94743.906250 Penalty: 2251.456299
	Iteration 1F: 3 clusters Score -94743.91 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -94829.828125 Penalty: 2251.456299
	Iteration 2F: 3 clusters Score -94829.83 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -94876.445312 Penalty: 2251.456299
	Iteration 3Q: 3 clusters Score -94876.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -94896.796875 Penalty: 2251.456299
	Iteration 4Q: 3 clusters Score -94896.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -94913.132812 Penalty: 2251.456299
	Iteration 5Q: 3 clusters Score -94913.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -94923.929688 Penalty: 2251.456299
	Iteration 6Q: 3 clusters Score -94923.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -94935.039062 Penalty: 2251.456299
	Iteration 7Q: 3 clusters Score -94935.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -94943.203125 Penalty: 2251.456299
	Iteration 8Q: 3 clusters Score -94943.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -94955.242188 Penalty: 2251.456299
	Iteration 9Q: 3 clusters Score -94955.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -94962.617188 Penalty: 2251.456299
	Iteration 10Q: 3 clusters Score -94962.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -94968.796875 Penalty: 2251.456299
	Iteration 11Q: 3 clusters Score -94968.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -94971.289062 Penalty: 2251.456299
	Iteration 12Q: 3 clusters Score -94971.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -94977.109375 Penalty: 2251.456299
	Iteration 13Q: 3 clusters Score -94977.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -94979.250000 Penalty: 2251.456299
	Iteration 14Q: 3 clusters Score -94979.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -94983.976562 Penalty: 2251.456299
	Iteration 15Q: 3 clusters Score -94983.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -94989.289062 Penalty: 2251.456299
	Iteration 16Q: 3 clusters Score -94989.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -94997.851562 Penalty: 2251.456299
	Iteration 17Q: 3 clusters Score -94997.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -95004.765625 Penalty: 2251.456299
	Iteration 18Q: 3 clusters Score -95004.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -95011.218750 Penalty: 2251.456299
	Iteration 19Q: 3 clusters Score -95011.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -95015.226562 Penalty: 2251.456299
	Iteration 20F: 3 clusters Score -95015.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -95021.703125 Penalty: 2251.456299
	Iteration 21Q: 3 clusters Score -95021.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -95026.289062 Penalty: 2251.456299
	Iteration 22Q: 3 clusters Score -95026.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -95027.554688 Penalty: 2251.456299
	Iteration 23Q: 3 clusters Score -95027.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -95029.148438 Penalty: 2251.456299
	Iteration 24Q: 3 clusters Score -95029.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -95030.484375 Penalty: 2251.456299
	Iteration 25Q: 3 clusters Score -95030.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -95030.484375 Penalty: 2251.456299
	Iteration 26F: 3 clusters Score -95030.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Entering Unmasked Estep 
Score: -3150078.000000 Penalty: 1673.242920
	Iteration 0F: 2 clusters Score -3150078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -3130068.500000 Penalty: 3346.485840
	Iteration 0F: 3 clusters Score -3130068 nChanged 13693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3137886.250000 Penalty: 3346.485840
	Iteration 1F: 3 clusters Score -3137886 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -3138398.250000 Penalty: 3346.485840
	Iteration 2Q: 3 clusters Score -3138398 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -3138981.500000 Penalty: 3346.485840
	Iteration 3Q: 3 clusters Score -3138982 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -3139583.000000 Penalty: 3346.485840
	Iteration 4Q: 3 clusters Score -3139583 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -3140410.250000 Penalty: 3346.485840
	Iteration 5Q: 3 clusters Score -3140410 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -3141539.500000 Penalty: 3346.485840
	Iteration 6F: 3 clusters Score -3141540 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -3142882.000000 Penalty: 3346.485840
	Iteration 7F: 3 clusters Score -3142882 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -3144331.250000 Penalty: 3346.485840
	Iteration 8F: 3 clusters Score -3144331 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -3145709.250000 Penalty: 3346.485840
	Iteration 9F: 3 clusters Score -3145709 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3146813.750000 Penalty: 3346.485840
	Iteration 10Q: 3 clusters Score -3146814 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3147582.000000 Penalty: 3346.485840
	Iteration 11Q: 3 clusters Score -3147582 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3148028.750000 Penalty: 3346.485840
	Iteration 12Q: 3 clusters Score -3148029 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3148299.000000 Penalty: 3346.485840
	Iteration 13Q: 3 clusters Score -3148299 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3148450.500000 Penalty: 3346.485840
	Iteration 14Q: 3 clusters Score -3148450 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3148529.250000 Penalty: 3346.485840
	Iteration 15Q: 3 clusters Score -3148529 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3148572.000000 Penalty: 3346.485840
	Iteration 16Q: 3 clusters Score -3148572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3148582.000000 Penalty: 3346.485840
	Iteration 17Q: 3 clusters Score -3148582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3148593.000000 Penalty: 3346.485840
	Iteration 18Q: 3 clusters Score -3148593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3148608.000000 Penalty: 3346.485840
	Iteration 19Q: 3 clusters Score -3148608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3148610.250000 Penalty: 3346.485840
	Iteration 20F: 3 clusters Score -3148610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3148615.750000 Penalty: 3346.485840
	Iteration 21Q: 3 clusters Score -3148616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3148613.750000 Penalty: 3346.485840
	Iteration 22Q: 3 clusters Score -3148614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3148613.750000 Penalty: 3346.485840
	Iteration 23Q: 3 clusters Score -3148614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3148615.500000 Penalty: 3346.485840
	Iteration 24Q: 3 clusters Score -3148616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3148619.000000 Penalty: 3346.485840
	Iteration 25Q: 3 clusters Score -3148619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3148627.500000 Penalty: 3346.485840
	Iteration 26Q: 3 clusters Score -3148628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3148633.500000 Penalty: 3346.485840
	Iteration 27Q: 3 clusters Score -3148634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3148639.000000 Penalty: 3346.485840
	Iteration 28Q: 3 clusters Score -3148639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3148644.250000 Penalty: 3346.485840
	Iteration 29Q: 3 clusters Score -3148644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3148646.500000 Penalty: 3346.485840
	Iteration 30Q: 3 clusters Score -3148646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3148649.750000 Penalty: 3346.485840
	Iteration 31Q: 3 clusters Score -3148650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3148653.500000 Penalty: 3346.485840
	Iteration 32Q: 3 clusters Score -3148654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3148657.500000 Penalty: 3346.485840
	Iteration 33Q: 3 clusters Score -3148658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3148658.500000 Penalty: 3346.485840
	Iteration 34Q: 3 clusters Score -3148658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3148660.500000 Penalty: 3346.485840
	Iteration 35Q: 3 clusters Score -3148660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3148667.250000 Penalty: 3346.485840
	Iteration 36Q: 3 clusters Score -3148667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3148667.250000 Penalty: 3346.485840
	Iteration 37Q: 3 clusters Score -3148667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3148670.750000 Penalty: 3346.485840
	Iteration 38Q: 3 clusters Score -3148671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3148673.000000 Penalty: 3346.485840
	Iteration 39Q: 3 clusters Score -3148673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3148673.250000 Penalty: 3346.485840
	Iteration 40F: 3 clusters Score -3148673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -129790.593750 Penalty: 1183.671875
	Iteration 0F: 2 clusters Score -129790.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -128097.351562 Penalty: 2367.343750
	Iteration 0F: 3 clusters Score -128097.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -128592.437500 Penalty: 2367.343750
	Iteration 1F: 3 clusters Score -128592.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -128800.265625 Penalty: 2367.343750
	Iteration 2F: 3 clusters Score -128800.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -128906.078125 Penalty: 2367.343750
	Iteration 3F: 3 clusters Score -128906.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -128963.617188 Penalty: 2367.343750
	Iteration 4Q: 3 clusters Score -128963.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -129011.007812 Penalty: 2367.343750
	Iteration 5Q: 3 clusters Score -129011 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -129050.835938 Penalty: 2367.343750
	Iteration 6Q: 3 clusters Score -129050.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -129092.171875 Penalty: 2367.343750
	Iteration 7Q: 3 clusters Score -129092.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -129129.453125 Penalty: 2367.343750
	Iteration 8Q: 3 clusters Score -129129.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -129159.414062 Penalty: 2367.343750
	Iteration 9Q: 3 clusters Score -129159.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -129173.484375 Penalty: 2367.343750
	Iteration 10Q: 3 clusters Score -129173.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -129179.531250 Penalty: 2367.343750
	Iteration 11Q: 3 clusters Score -129179.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -129186.421875 Penalty: 2367.343750
	Iteration 12Q: 3 clusters Score -129186.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -129193.054688 Penalty: 2367.343750
	Iteration 13Q: 3 clusters Score -129193.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -129199.765625 Penalty: 2367.343750
	Iteration 14Q: 3 clusters Score -129199.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -129212.742188 Penalty: 2367.343750
	Iteration 15Q: 3 clusters Score -129212.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -129226.203125 Penalty: 2367.343750
	Iteration 16Q: 3 clusters Score -129226.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -129235.718750 Penalty: 2367.343750
	Iteration 17Q: 3 clusters Score -129235.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -129241.804688 Penalty: 2367.343750
	Iteration 18Q: 3 clusters Score -129241.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -129246.507812 Penalty: 2367.343750
	Iteration 19Q: 3 clusters Score -129246.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -129250.617188 Penalty: 2367.343750
	Iteration 20F: 3 clusters Score -129250.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -129258.953125 Penalty: 2367.343750
	Iteration 21Q: 3 clusters Score -129259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -129274.921875 Penalty: 2367.343750
	Iteration 22Q: 3 clusters Score -129274.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -129280.390625 Penalty: 2367.343750
	Iteration 23Q: 3 clusters Score -129280.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -129284.117188 Penalty: 2367.343750
	Iteration 24Q: 3 clusters Score -129284.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -129286.539062 Penalty: 2367.343750
	Iteration 25Q: 3 clusters Score -129286.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -129287.601562 Penalty: 2367.343750
	Iteration 26Q: 3 clusters Score -129287.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -129287.601562 Penalty: 2367.343750
	Iteration 27F: 3 clusters Score -129287.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (39008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Entering Unmasked Estep 
Score: -4136722.750000 Penalty: 1717.872314
	Iteration 0F: 2 clusters Score -4136723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -4110529.750000 Penalty: 3435.744629
	Iteration 0F: 3 clusters Score -4110530 nChanged 18102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -4120923.250000 Penalty: 3435.744629
	Iteration 1F: 3 clusters Score -4120923 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -4121524.250000 Penalty: 3435.744629
	Iteration 2Q: 3 clusters Score -4121524 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -4122224.750000 Penalty: 3435.744629
	Iteration 3Q: 3 clusters Score -4122225 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -4123176.250000 Penalty: 3435.744629
	Iteration 4Q: 3 clusters Score -4123176 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -4124401.000000 Penalty: 3435.744629
	Iteration 5F: 3 clusters Score -4124401 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -4125961.250000 Penalty: 3435.744629
	Iteration 6F: 3 clusters Score -4125961 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -4127896.500000 Penalty: 3435.744629
	Iteration 7F: 3 clusters Score -4127896 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -4130193.250000 Penalty: 3435.744629
	Iteration 8F: 3 clusters Score -4130193 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -4132359.250000 Penalty: 3435.744629
	Iteration 9F: 3 clusters Score -4132359 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -4133873.250000 Penalty: 3435.744629
	Iteration 10Q: 3 clusters Score -4133873 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4134875.500000 Penalty: 3435.744629
	Iteration 11Q: 3 clusters Score -4134876 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4135333.250000 Penalty: 3435.744629
	Iteration 12Q: 3 clusters Score -4135333 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4135442.500000 Penalty: 3435.744629
	Iteration 13Q: 3 clusters Score -4135442 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4135494.000000 Penalty: 3435.744629
	Iteration 14Q: 3 clusters Score -4135494 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4135522.500000 Penalty: 3435.744629
	Iteration 15Q: 3 clusters Score -4135522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4135542.250000 Penalty: 3435.744629
	Iteration 16Q: 3 clusters Score -4135542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4135548.500000 Penalty: 3435.744629
	Iteration 17Q: 3 clusters Score -4135548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4135554.500000 Penalty: 3435.744629
	Iteration 18Q: 3 clusters Score -4135554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4135558.000000 Penalty: 3435.744629
	Iteration 19Q: 3 clusters Score -4135558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4135558.500000 Penalty: 3435.744629
	Iteration 20F: 3 clusters Score -4135558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4135560.000000 Penalty: 3435.744629
	Iteration 21Q: 3 clusters Score -4135560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4135560.500000 Penalty: 3435.744629
	Iteration 22Q: 3 clusters Score -4135560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4135558.750000 Penalty: 3435.744629
	Iteration 23Q: 3 clusters Score -4135559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4135562.750000 Penalty: 3435.744629
	Iteration 24Q: 3 clusters Score -4135563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4135562.750000 Penalty: 3435.744629
	Iteration 25F: 3 clusters Score -4135563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Entering Unmasked Estep 
Score: -1094470.500000 Penalty: 1506.730591
	Iteration 0F: 2 clusters Score -1094470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1086929.250000 Penalty: 3013.461182
	Iteration 0F: 3 clusters Score -1086929 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1089483.625000 Penalty: 3013.461182
	Iteration 1F: 3 clusters Score -1089484 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1089821.625000 Penalty: 3013.461182
	Iteration 2F: 3 clusters Score -1089822 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1090074.625000 Penalty: 3013.461182
	Iteration 3F: 3 clusters Score -1090075 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1090301.750000 Penalty: 3013.461182
	Iteration 4Q: 3 clusters Score -1090302 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1090503.625000 Penalty: 3013.461182
	Iteration 5Q: 3 clusters Score -1090504 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1090717.500000 Penalty: 3013.461182
	Iteration 6Q: 3 clusters Score -1090718 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1090985.500000 Penalty: 3013.461182
	Iteration 7Q: 3 clusters Score -1090986 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1091262.500000 Penalty: 3013.461182
	Iteration 8Q: 3 clusters Score -1091262 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1091582.250000 Penalty: 3013.461182
	Iteration 9Q: 3 clusters Score -1091582 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1091898.625000 Penalty: 3013.461182
	Iteration 10Q: 3 clusters Score -1091899 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1092146.000000 Penalty: 3013.461182
	Iteration 11Q: 3 clusters Score -1092146 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1092319.500000 Penalty: 3013.461182
	Iteration 12Q: 3 clusters Score -1092320 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1092468.750000 Penalty: 3013.461182
	Iteration 13Q: 3 clusters Score -1092469 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1092600.750000 Penalty: 3013.461182
	Iteration 14Q: 3 clusters Score -1092601 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1092764.750000 Penalty: 3013.461182
	Iteration 15Q: 3 clusters Score -1092765 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1092918.875000 Penalty: 3013.461182
	Iteration 16Q: 3 clusters Score -1092919 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1093056.125000 Penalty: 3013.461182
	Iteration 17Q: 3 clusters Score -1093056 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1093151.250000 Penalty: 3013.461182
	Iteration 18Q: 3 clusters Score -1093151 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1093224.875000 Penalty: 3013.461182
	Iteration 19Q: 3 clusters Score -1093225 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1093266.375000 Penalty: 3013.461182
	Iteration 20F: 3 clusters Score -1093266 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1093313.750000 Penalty: 3013.461182
	Iteration 21Q: 3 clusters Score -1093314 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1093353.375000 Penalty: 3013.461182
	Iteration 22Q: 3 clusters Score -1093353 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1093402.875000 Penalty: 3013.461182
	Iteration 23Q: 3 clusters Score -1093403 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1093453.375000 Penalty: 3013.461182
	Iteration 24Q: 3 clusters Score -1093453 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1093505.875000 Penalty: 3013.461182
	Iteration 25Q: 3 clusters Score -1093506 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1093560.875000 Penalty: 3013.461182
	Iteration 26Q: 3 clusters Score -1093561 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1093646.875000 Penalty: 3013.461182
	Iteration 27Q: 3 clusters Score -1093647 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1093754.750000 Penalty: 3013.461182
	Iteration 28Q: 3 clusters Score -1093755 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1093882.375000 Penalty: 3013.461182
	Iteration 29Q: 3 clusters Score -1093882 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1093996.000000 Penalty: 3013.461182
	Iteration 30Q: 3 clusters Score -1093996 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1094076.875000 Penalty: 3013.461182
	Iteration 31Q: 3 clusters Score -1094077 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1094129.125000 Penalty: 3013.461182
	Iteration 32Q: 3 clusters Score -1094129 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1094153.500000 Penalty: 3013.461182
	Iteration 33Q: 3 clusters Score -1094154 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1094176.500000 Penalty: 3013.461182
	Iteration 34Q: 3 clusters Score -1094176 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1094189.875000 Penalty: 3013.461182
	Iteration 35Q: 3 clusters Score -1094190 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1094201.625000 Penalty: 3013.461182
	Iteration 36Q: 3 clusters Score -1094202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1094208.500000 Penalty: 3013.461182
	Iteration 37Q: 3 clusters Score -1094208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1094210.500000 Penalty: 3013.461182
	Iteration 38Q: 3 clusters Score -1094210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1094216.625000 Penalty: 3013.461182
	Iteration 39Q: 3 clusters Score -1094217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1094219.250000 Penalty: 3013.461182
	Iteration 40F: 3 clusters Score -1094219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1094221.250000 Penalty: 3013.461182
	Iteration 41Q: 3 clusters Score -1094221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1094224.250000 Penalty: 3013.461182
	Iteration 42Q: 3 clusters Score -1094224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1094222.375000 Penalty: 3013.461182
	Iteration 43Q: 3 clusters Score -1094222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1094224.125000 Penalty: 3013.461182
	Iteration 44Q: 3 clusters Score -1094224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1094227.500000 Penalty: 3013.461182
	Iteration 45Q: 3 clusters Score -1094228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1094230.500000 Penalty: 3013.461182
	Iteration 46Q: 3 clusters Score -1094230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1094230.750000 Penalty: 3013.461182
	Iteration 47Q: 3 clusters Score -1094231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1094231.875000 Penalty: 3013.461182
	Iteration 48Q: 3 clusters Score -1094232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1094231.125000 Penalty: 3013.461182
	Iteration 49Q: 3 clusters Score -1094231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1094230.125000 Penalty: 3013.461182
	Iteration 50Q: 3 clusters Score -1094230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1094231.500000 Penalty: 3013.461182
	Iteration 51Q: 3 clusters Score -1094232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1094232.250000 Penalty: 3013.461182
	Iteration 52Q: 3 clusters Score -1094232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1094233.125000 Penalty: 3013.461182
	Iteration 53Q: 3 clusters Score -1094233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1094231.250000 Penalty: 3013.461182
	Iteration 54Q: 3 clusters Score -1094231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1094233.750000 Penalty: 3013.461182
	Iteration 55Q: 3 clusters Score -1094234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1094230.500000 Penalty: 3013.461182
	Iteration 56Q: 3 clusters Score -1094230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1094230.625000 Penalty: 3013.461182
	Iteration 57Q: 3 clusters Score -1094231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1094231.000000 Penalty: 3013.461182
	Iteration 58Q: 3 clusters Score -1094231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1094231.125000 Penalty: 3013.461182
	Iteration 59Q: 3 clusters Score -1094231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1094232.625000 Penalty: 3013.461182
	Iteration 60F: 3 clusters Score -1094233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1094232.875000 Penalty: 3013.461182
	Iteration 61Q: 3 clusters Score -1094233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1094231.250000 Penalty: 3013.461182
	Iteration 62Q: 3 clusters Score -1094231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1094231.125000 Penalty: 3013.461182
	Iteration 63Q: 3 clusters Score -1094231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1094231.500000 Penalty: 3013.461182
	Iteration 64Q: 3 clusters Score -1094232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1094231.875000 Penalty: 3013.461182
	Iteration 65Q: 3 clusters Score -1094232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1094231.875000 Penalty: 3013.461182
	Iteration 66F: 3 clusters Score -1094232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Entering Unmasked Estep 
Score: -455001.843750 Penalty: 1362.307861
	Iteration 0F: 2 clusters Score -455001.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -451476.625000 Penalty: 2724.615723
	Iteration 0F: 3 clusters Score -451476.6 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -452430.750000 Penalty: 2724.615723
	Iteration 1F: 3 clusters Score -452430.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -452680.375000 Penalty: 2724.615723
	Iteration 2F: 3 clusters Score -452680.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -452922.281250 Penalty: 2724.615723
	Iteration 3F: 3 clusters Score -452922.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -453092.281250 Penalty: 2724.615723
	Iteration 4F: 3 clusters Score -453092.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -453209.000000 Penalty: 2724.615723
	Iteration 5Q: 3 clusters Score -453209 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -453308.656250 Penalty: 2724.615723
	Iteration 6Q: 3 clusters Score -453308.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -453393.906250 Penalty: 2724.615723
	Iteration 7Q: 3 clusters Score -453393.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -453482.937500 Penalty: 2724.615723
	Iteration 8Q: 3 clusters Score -453482.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -453564.781250 Penalty: 2724.615723
	Iteration 9Q: 3 clusters Score -453564.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -453635.750000 Penalty: 2724.615723
	Iteration 10Q: 3 clusters Score -453635.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -453714.250000 Penalty: 2724.615723
	Iteration 11Q: 3 clusters Score -453714.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -453786.468750 Penalty: 2724.615723
	Iteration 12Q: 3 clusters Score -453786.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -453863.125000 Penalty: 2724.615723
	Iteration 13Q: 3 clusters Score -453863.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -453941.406250 Penalty: 2724.615723
	Iteration 14Q: 3 clusters Score -453941.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -454016.812500 Penalty: 2724.615723
	Iteration 15Q: 3 clusters Score -454016.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -454066.312500 Penalty: 2724.615723
	Iteration 16Q: 3 clusters Score -454066.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -454110.687500 Penalty: 2724.615723
	Iteration 17Q: 3 clusters Score -454110.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -454151.687500 Penalty: 2724.615723
	Iteration 18Q: 3 clusters Score -454151.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -454189.218750 Penalty: 2724.615723
	Iteration 19Q: 3 clusters Score -454189.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -454222.281250 Penalty: 2724.615723
	Iteration 20F: 3 clusters Score -454222.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -454242.531250 Penalty: 2724.615723
	Iteration 21Q: 3 clusters Score -454242.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -454259.593750 Penalty: 2724.615723
	Iteration 22Q: 3 clusters Score -454259.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -454277.437500 Penalty: 2724.615723
	Iteration 23Q: 3 clusters Score -454277.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -454285.156250 Penalty: 2724.615723
	Iteration 24Q: 3 clusters Score -454285.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -454288.812500 Penalty: 2724.615723
	Iteration 25Q: 3 clusters Score -454288.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -454292.968750 Penalty: 2724.615723
	Iteration 26Q: 3 clusters Score -454293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -454295.062500 Penalty: 2724.615723
	Iteration 27Q: 3 clusters Score -454295.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -454296.656250 Penalty: 2724.615723
	Iteration 28Q: 3 clusters Score -454296.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -454300.531250 Penalty: 2724.615723
	Iteration 29Q: 3 clusters Score -454300.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -454301.531250 Penalty: 2724.615723
	Iteration 30Q: 3 clusters Score -454301.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -454302.031250 Penalty: 2724.615723
	Iteration 31Q: 3 clusters Score -454302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -454302.031250 Penalty: 2724.615723
	Iteration 32F: 3 clusters Score -454302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Entering Unmasked Estep 
Score: -568479.812500 Penalty: 1396.520020
	Iteration 0F: 2 clusters Score -568479.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -564181.437500 Penalty: 2793.040039
	Iteration 0F: 3 clusters Score -564181.4 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -565458.312500 Penalty: 2793.040039
	Iteration 1F: 3 clusters Score -565458.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -565654.750000 Penalty: 2793.040039
	Iteration 2F: 3 clusters Score -565654.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -565810.625000 Penalty: 2793.040039
	Iteration 3F: 3 clusters Score -565810.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -565974.437500 Penalty: 2793.040039
	Iteration 4Q: 3 clusters Score -565974.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -566148.562500 Penalty: 2793.040039
	Iteration 5F: 3 clusters Score -566148.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -566311.937500 Penalty: 2793.040039
	Iteration 6Q: 3 clusters Score -566311.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -566484.062500 Penalty: 2793.040039
	Iteration 7Q: 3 clusters Score -566484.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -566633.250000 Penalty: 2793.040039
	Iteration 8Q: 3 clusters Score -566633.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -566786.937500 Penalty: 2793.040039
	Iteration 9Q: 3 clusters Score -566786.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -566913.750000 Penalty: 2793.040039
	Iteration 10Q: 3 clusters Score -566913.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -567018.937500 Penalty: 2793.040039
	Iteration 11Q: 3 clusters Score -567018.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -567114.250000 Penalty: 2793.040039
	Iteration 12Q: 3 clusters Score -567114.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -567194.000000 Penalty: 2793.040039
	Iteration 13Q: 3 clusters Score -567194 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -567275.375000 Penalty: 2793.040039
	Iteration 14Q: 3 clusters Score -567275.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -567366.375000 Penalty: 2793.040039
	Iteration 15Q: 3 clusters Score -567366.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -567446.562500 Penalty: 2793.040039
	Iteration 16Q: 3 clusters Score -567446.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -567503.937500 Penalty: 2793.040039
	Iteration 17Q: 3 clusters Score -567503.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -567574.187500 Penalty: 2793.040039
	Iteration 18Q: 3 clusters Score -567574.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -567617.000000 Penalty: 2793.040039
	Iteration 19Q: 3 clusters Score -567617 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -567654.062500 Penalty: 2793.040039
	Iteration 20F: 3 clusters Score -567654.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -567681.312500 Penalty: 2793.040039
	Iteration 21Q: 3 clusters Score -567681.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -567710.187500 Penalty: 2793.040039
	Iteration 22Q: 3 clusters Score -567710.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -567739.500000 Penalty: 2793.040039
	Iteration 23Q: 3 clusters Score -567739.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -567764.125000 Penalty: 2793.040039
	Iteration 24Q: 3 clusters Score -567764.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -567783.625000 Penalty: 2793.040039
	Iteration 25Q: 3 clusters Score -567783.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -567801.312500 Penalty: 2793.040039
	Iteration 26Q: 3 clusters Score -567801.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -567823.687500 Penalty: 2793.040039
	Iteration 27Q: 3 clusters Score -567823.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -567843.562500 Penalty: 2793.040039
	Iteration 28Q: 3 clusters Score -567843.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -567863.000000 Penalty: 2793.040039
	Iteration 29Q: 3 clusters Score -567863 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -567877.687500 Penalty: 2793.040039
	Iteration 30Q: 3 clusters Score -567877.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -567891.437500 Penalty: 2793.040039
	Iteration 31Q: 3 clusters Score -567891.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -567905.187500 Penalty: 2793.040039
	Iteration 32Q: 3 clusters Score -567905.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -567918.187500 Penalty: 2793.040039
	Iteration 33Q: 3 clusters Score -567918.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -567929.687500 Penalty: 2793.040039
	Iteration 34Q: 3 clusters Score -567929.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -567946.812500 Penalty: 2793.040039
	Iteration 35Q: 3 clusters Score -567946.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -567980.250000 Penalty: 2793.040039
	Iteration 36Q: 3 clusters Score -567980.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -568001.812500 Penalty: 2793.040039
	Iteration 37Q: 3 clusters Score -568001.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -568028.125000 Penalty: 2793.040039
	Iteration 38Q: 3 clusters Score -568028.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -568057.187500 Penalty: 2793.040039
	Iteration 39Q: 3 clusters Score -568057.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -568086.625000 Penalty: 2793.040039
	Iteration 40F: 3 clusters Score -568086.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -568121.250000 Penalty: 2793.040039
	Iteration 41Q: 3 clusters Score -568121.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -568153.937500 Penalty: 2793.040039
	Iteration 42Q: 3 clusters Score -568153.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -568193.437500 Penalty: 2793.040039
	Iteration 43Q: 3 clusters Score -568193.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -568235.250000 Penalty: 2793.040039
	Iteration 44Q: 3 clusters Score -568235.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -568269.562500 Penalty: 2793.040039
	Iteration 45Q: 3 clusters Score -568269.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -568287.125000 Penalty: 2793.040039
	Iteration 46Q: 3 clusters Score -568287.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -568297.687500 Penalty: 2793.040039
	Iteration 47Q: 3 clusters Score -568297.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -568302.250000 Penalty: 2793.040039
	Iteration 48Q: 3 clusters Score -568302.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -568306.125000 Penalty: 2793.040039
	Iteration 49Q: 3 clusters Score -568306.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -568305.250000 Penalty: 2793.040039
	Iteration 50Q: 3 clusters Score -568305.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -568305.250000 Penalty: 2793.040039
	Iteration 51Q: 3 clusters Score -568305.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -568305.250000 Penalty: 2793.040039
	Iteration 52F: 3 clusters Score -568305.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -10250.682617 Penalty: 816.380554
	Iteration 0F: 2 clusters Score -10250.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9791.428711 Penalty: 1632.761108
	Iteration 0F: 3 clusters Score -9791.429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9970.309570 Penalty: 1632.761108
	Iteration 1F: 3 clusters Score -9970.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10083.073242 Penalty: 1632.761108
	Iteration 2F: 3 clusters Score -10083.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10138.758789 Penalty: 1632.761108
	Iteration 3F: 3 clusters Score -10138.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10143.838867 Penalty: 1632.761108
	Iteration 4Q: 3 clusters Score -10143.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10143.838867 Penalty: 1632.761108
	Iteration 5F: 3 clusters Score -10143.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Entering Unmasked Estep 
Score: -334102.718750 Penalty: 1320.366943
	Iteration 0F: 2 clusters Score -334102.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -331137.312500 Penalty: 2640.733887
	Iteration 0F: 3 clusters Score -331137.3 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -331931.812500 Penalty: 2640.733887
	Iteration 1F: 3 clusters Score -331931.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -332202.437500 Penalty: 2640.733887
	Iteration 2F: 3 clusters Score -332202.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -332474.000000 Penalty: 2640.733887
	Iteration 3F: 3 clusters Score -332474 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -332771.406250 Penalty: 2640.733887
	Iteration 4F: 3 clusters Score -332771.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -333115.187500 Penalty: 2640.733887
	Iteration 5F: 3 clusters Score -333115.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -333423.406250 Penalty: 2640.733887
	Iteration 6F: 3 clusters Score -333423.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -333640.718750 Penalty: 2640.733887
	Iteration 7Q: 3 clusters Score -333640.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -333755.781250 Penalty: 2640.733887
	Iteration 8Q: 3 clusters Score -333755.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -333814.562500 Penalty: 2640.733887
	Iteration 9Q: 3 clusters Score -333814.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -333843.968750 Penalty: 2640.733887
	Iteration 10Q: 3 clusters Score -333844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -333868.312500 Penalty: 2640.733887
	Iteration 11Q: 3 clusters Score -333868.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -333890.687500 Penalty: 2640.733887
	Iteration 12Q: 3 clusters Score -333890.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -333920.062500 Penalty: 2640.733887
	Iteration 13Q: 3 clusters Score -333920.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -333952.562500 Penalty: 2640.733887
	Iteration 14Q: 3 clusters Score -333952.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -333984.406250 Penalty: 2640.733887
	Iteration 15Q: 3 clusters Score -333984.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -334018.468750 Penalty: 2640.733887
	Iteration 16Q: 3 clusters Score -334018.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -334045.812500 Penalty: 2640.733887
	Iteration 17Q: 3 clusters Score -334045.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -334062.250000 Penalty: 2640.733887
	Iteration 18Q: 3 clusters Score -334062.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -334072.218750 Penalty: 2640.733887
	Iteration 19Q: 3 clusters Score -334072.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -334079.718750 Penalty: 2640.733887
	Iteration 20F: 3 clusters Score -334079.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -334082.843750 Penalty: 2640.733887
	Iteration 21Q: 3 clusters Score -334082.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -334085.781250 Penalty: 2640.733887
	Iteration 22Q: 3 clusters Score -334085.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -334087.531250 Penalty: 2640.733887
	Iteration 23Q: 3 clusters Score -334087.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -334088.906250 Penalty: 2640.733887
	Iteration 24Q: 3 clusters Score -334088.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -334090.250000 Penalty: 2640.733887
	Iteration 25Q: 3 clusters Score -334090.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -334092.593750 Penalty: 2640.733887
	Iteration 26Q: 3 clusters Score -334092.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -334093.656250 Penalty: 2640.733887
	Iteration 27Q: 3 clusters Score -334093.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -334095.343750 Penalty: 2640.733887
	Iteration 28Q: 3 clusters Score -334095.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -334098.625000 Penalty: 2640.733887
	Iteration 29Q: 3 clusters Score -334098.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -334099.781250 Penalty: 2640.733887
	Iteration 30Q: 3 clusters Score -334099.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -334100.937500 Penalty: 2640.733887
	Iteration 31Q: 3 clusters Score -334100.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -334101.218750 Penalty: 2640.733887
	Iteration 32Q: 3 clusters Score -334101.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -334102.406250 Penalty: 2640.733887
	Iteration 33Q: 3 clusters Score -334102.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -334103.843750 Penalty: 2640.733887
	Iteration 34Q: 3 clusters Score -334103.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -334103.937500 Penalty: 2640.733887
	Iteration 35Q: 3 clusters Score -334103.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -334103.937500 Penalty: 2640.733887
	Iteration 36F: 3 clusters Score -334103.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4559 members 
Mstep: Class 4 contains 24110 members 
Mstep: Class 5 contains 18839 members 
Mstep: Class 6 contains 15563 members 
Mstep: Class 7 contains 121223 members 
Mstep: Class 8 contains 41160 members 
Mstep: Class 9 contains 11719 members 
Mstep: Class 10 contains 177879 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6878 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 1773 members 
Mstep: Class 17 contains 2051 members 
Mstep: Class 18 contains 17169 members 
Mstep: Class 19 contains 28537 members 
Mstep: Class 20 contains 22813 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1020 members 
Mstep: Class 23 contains 29640 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 39008 members 
Mstep: Class 26 contains 10638 members 
Mstep: Class 27 contains 4374 members 
Mstep: Class 28 contains 5399 members 
Mstep: Class 29 contains 152 members 
Mstep: Class 30 contains 1878 members 
Mstep: Class 31 contains 5469 members 
Mstep: Class 32 contains 15522 members 
Mstep: Class 33 contains 349 members 
Mstep: Class 34 contains 1501 members 
Entering Unmasked Estep 
Score: -65947312.000000 Penalty: 73876.734375
Splitting cluster 30 changes total score from -65947740.000000 to -65947312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (5469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Entering Unmasked Estep 
Score: -508445.687500 Penalty: 1398.613281
	Iteration 0F: 2 clusters Score -508445.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -504252.437500 Penalty: 2797.226562
	Iteration 0F: 3 clusters Score -504252.4 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -505701.062500 Penalty: 2797.226562
	Iteration 1F: 3 clusters Score -505701.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -506106.875000 Penalty: 2797.226562
	Iteration 2F: 3 clusters Score -506106.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -506422.093750 Penalty: 2797.226562
	Iteration 3F: 3 clusters Score -506422.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -506658.968750 Penalty: 2797.226562
	Iteration 4F: 3 clusters Score -506659 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -506853.343750 Penalty: 2797.226562
	Iteration 5F: 3 clusters Score -506853.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -506988.625000 Penalty: 2797.226562
	Iteration 6Q: 3 clusters Score -506988.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -507069.531250 Penalty: 2797.226562
	Iteration 7Q: 3 clusters Score -507069.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -507121.593750 Penalty: 2797.226562
	Iteration 8Q: 3 clusters Score -507121.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -507158.687500 Penalty: 2797.226562
	Iteration 9Q: 3 clusters Score -507158.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -507187.593750 Penalty: 2797.226562
	Iteration 10Q: 3 clusters Score -507187.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -507210.781250 Penalty: 2797.226562
	Iteration 11Q: 3 clusters Score -507210.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -507232.343750 Penalty: 2797.226562
	Iteration 12Q: 3 clusters Score -507232.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -507245.937500 Penalty: 2797.226562
	Iteration 13Q: 3 clusters Score -507245.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -507258.281250 Penalty: 2797.226562
	Iteration 14Q: 3 clusters Score -507258.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -507273.531250 Penalty: 2797.226562
	Iteration 15Q: 3 clusters Score -507273.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -507287.281250 Penalty: 2797.226562
	Iteration 16Q: 3 clusters Score -507287.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -507302.500000 Penalty: 2797.226562
	Iteration 17Q: 3 clusters Score -507302.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -507322.093750 Penalty: 2797.226562
	Iteration 18Q: 3 clusters Score -507322.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -507337.468750 Penalty: 2797.226562
	Iteration 19Q: 3 clusters Score -507337.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -507357.843750 Penalty: 2797.226562
	Iteration 20F: 3 clusters Score -507357.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -507371.250000 Penalty: 2797.226562
	Iteration 21Q: 3 clusters Score -507371.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -507389.093750 Penalty: 2797.226562
	Iteration 22Q: 3 clusters Score -507389.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -507405.343750 Penalty: 2797.226562
	Iteration 23Q: 3 clusters Score -507405.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -507424.531250 Penalty: 2797.226562
	Iteration 24Q: 3 clusters Score -507424.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -507444.218750 Penalty: 2797.226562
	Iteration 25Q: 3 clusters Score -507444.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -507462.750000 Penalty: 2797.226562
	Iteration 26Q: 3 clusters Score -507462.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -507476.656250 Penalty: 2797.226562
	Iteration 27Q: 3 clusters Score -507476.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -507481.968750 Penalty: 2797.226562
	Iteration 28Q: 3 clusters Score -507482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -507489.562500 Penalty: 2797.226562
	Iteration 29Q: 3 clusters Score -507489.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -507497.718750 Penalty: 2797.226562
	Iteration 30Q: 3 clusters Score -507497.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -507502.593750 Penalty: 2797.226562
	Iteration 31Q: 3 clusters Score -507502.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -507505.718750 Penalty: 2797.226562
	Iteration 32Q: 3 clusters Score -507505.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -507509.468750 Penalty: 2797.226562
	Iteration 33Q: 3 clusters Score -507509.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -507514.843750 Penalty: 2797.226562
	Iteration 34Q: 3 clusters Score -507514.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -507516.406250 Penalty: 2797.226562
	Iteration 35Q: 3 clusters Score -507516.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -507519.812500 Penalty: 2797.226562
	Iteration 36Q: 3 clusters Score -507519.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -507524.031250 Penalty: 2797.226562
	Iteration 37Q: 3 clusters Score -507524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -507528.406250 Penalty: 2797.226562
	Iteration 38Q: 3 clusters Score -507528.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -507529.937500 Penalty: 2797.226562
	Iteration 39Q: 3 clusters Score -507529.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -507534.000000 Penalty: 2797.226562
	Iteration 40F: 3 clusters Score -507534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -507538.000000 Penalty: 2797.226562
	Iteration 41Q: 3 clusters Score -507538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -507538.593750 Penalty: 2797.226562
	Iteration 42Q: 3 clusters Score -507538.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -507539.218750 Penalty: 2797.226562
	Iteration 43Q: 3 clusters Score -507539.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -507541.250000 Penalty: 2797.226562
	Iteration 44Q: 3 clusters Score -507541.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -507541.062500 Penalty: 2797.226562
	Iteration 45Q: 3 clusters Score -507541.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -507544.125000 Penalty: 2797.226562
	Iteration 46Q: 3 clusters Score -507544.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -507545.343750 Penalty: 2797.226562
	Iteration 47Q: 3 clusters Score -507545.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -507548.906250 Penalty: 2797.226562
	Iteration 48Q: 3 clusters Score -507548.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -507552.437500 Penalty: 2797.226562
	Iteration 49Q: 3 clusters Score -507552.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -507555.906250 Penalty: 2797.226562
	Iteration 50Q: 3 clusters Score -507555.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -507558.812500 Penalty: 2797.226562
	Iteration 51Q: 3 clusters Score -507558.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -507562.781250 Penalty: 2797.226562
	Iteration 52Q: 3 clusters Score -507562.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -507565.250000 Penalty: 2797.226562
	Iteration 53Q: 3 clusters Score -507565.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -507564.750000 Penalty: 2797.226562
	Iteration 54Q: 3 clusters Score -507564.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -507566.125000 Penalty: 2797.226562
	Iteration 55Q: 3 clusters Score -507566.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -507565.875000 Penalty: 2797.226562
	Iteration 56Q: 3 clusters Score -507565.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -507566.812500 Penalty: 2797.226562
	Iteration 57Q: 3 clusters Score -507566.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -507566.843750 Penalty: 2797.226562
	Iteration 58Q: 3 clusters Score -507566.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -507567.156250 Penalty: 2797.226562
	Iteration 59Q: 3 clusters Score -507567.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -507567.375000 Penalty: 2797.226562
	Iteration 60F: 3 clusters Score -507567.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (15522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Entering Unmasked Estep 
Score: -1659477.000000 Penalty: 1568.127319
	Iteration 0F: 2 clusters Score -1659477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1648694.875000 Penalty: 3136.254639
	Iteration 0F: 3 clusters Score -1648695 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1652430.375000 Penalty: 3136.254639
	Iteration 1F: 3 clusters Score -1652430 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1652860.250000 Penalty: 3136.254639
	Iteration 2F: 3 clusters Score -1652860 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1653303.250000 Penalty: 3136.254639
	Iteration 3F: 3 clusters Score -1653303 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1653722.250000 Penalty: 3136.254639
	Iteration 4F: 3 clusters Score -1653722 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1654085.375000 Penalty: 3136.254639
	Iteration 5Q: 3 clusters Score -1654085 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1654519.125000 Penalty: 3136.254639
	Iteration 6Q: 3 clusters Score -1654519 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1654995.250000 Penalty: 3136.254639
	Iteration 7Q: 3 clusters Score -1654995 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1655485.125000 Penalty: 3136.254639
	Iteration 8Q: 3 clusters Score -1655485 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1655891 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1656173 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1656329.250000 Penalty: 3136.254639
	Iteration 11Q: 3 clusters Score -1656329 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1656437.500000 Penalty: 3136.254639
	Iteration 12Q: 3 clusters Score -1656438 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1656526.625000 Penalty: 3136.254639
	Iteration 13Q: 3 clusters Score -1656527 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1656582.125000 Penalty: 3136.254639
	Iteration 14Q: 3 clusters Score -1656582 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1656644.375000 Penalty: 3136.254639
	Iteration 15Q: 3 clusters Score -1656644 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1656705.375000 Penalty: 3136.254639
	Iteration 16Q: 3 clusters Score -1656705 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1656748 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1656799.500000 Penalty: 3136.254639
	Iteration 18Q: 3 clusters Score -1656800 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1656839.000000 Penalty: 3136.254639
	Iteration 19Q: 3 clusters Score -1656839 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1656883.750000 Penalty: 3136.254639
	Iteration 20F: 3 clusters Score -1656884 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1656920.375000 Penalty: 3136.254639
	Iteration 21Q: 3 clusters Score -1656920 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1656954.500000 Penalty: 3136.254639
	Iteration 22Q: 3 clusters Score -1656954 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1656978.375000 Penalty: 3136.254639
	Iteration 23Q: 3 clusters Score -1656978 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1657003.250000 Penalty: 3136.254639
	Iteration 24Q: 3 clusters Score -1657003 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1657034.250000 Penalty: 3136.254639
	Iteration 25Q: 3 clusters Score -1657034 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1657062.625000 Penalty: 3136.254639
	Iteration 26Q: 3 clusters Score -1657063 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1657100.500000 Penalty: 3136.254639
	Iteration 27Q: 3 clusters Score -1657100 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1657131.375000 Penalty: 3136.254639
	Iteration 28Q: 3 clusters Score -1657131 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1657161.875000 Penalty: 3136.254639
	Iteration 29Q: 3 clusters Score -1657162 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1657179.625000 Penalty: 3136.254639
	Iteration 30Q: 3 clusters Score -1657180 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1657193.875000 Penalty: 3136.254639
	Iteration 31Q: 3 clusters Score -1657194 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1657214.125000 Penalty: 3136.254639
	Iteration 32Q: 3 clusters Score -1657214 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1657244.625000 Penalty: 3136.254639
	Iteration 33Q: 3 clusters Score -1657245 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1657268 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1657303.000000 Penalty: 3136.254639
	Iteration 35Q: 3 clusters Score -1657303 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1657332.625000 Penalty: 3136.254639
	Iteration 36Q: 3 clusters Score -1657333 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1657355.125000 Penalty: 3136.254639
	Iteration 37Q: 3 clusters Score -1657355 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1657374.875000 Penalty: 3136.254639
	Iteration 38Q: 3 clusters Score -1657375 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1657403.500000 Penalty: 3136.254639
	Iteration 39Q: 3 clusters Score -1657404 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1657425.625000 Penalty: 3136.254639
	Iteration 40F: 3 clusters Score -1657426 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1657451.375000 Penalty: 3136.254639
	Iteration 41Q: 3 clusters Score -1657451 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1657473.500000 Penalty: 3136.254639
	Iteration 42Q: 3 clusters Score -1657474 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1657494.000000 Penalty: 3136.254639
	Iteration 43Q: 3 clusters Score -1657494 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1657515.125000 Penalty: 3136.254639
	Iteration 44Q: 3 clusters Score -1657515 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1657530.500000 Penalty: 3136.254639
	Iteration 45Q: 3 clusters Score -1657530 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1657559.000000 Penalty: 3136.254639
	Iteration 46Q: 3 clusters Score -1657559 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1657577.500000 Penalty: 3136.254639
	Iteration 47Q: 3 clusters Score -1657578 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1657616.125000 Penalty: 3136.254639
	Iteration 48Q: 3 clusters Score -1657616 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1657652.000000 Penalty: 3136.254639
	Iteration 49Q: 3 clusters Score -1657652 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1657676.250000 Penalty: 3136.254639
	Iteration 50Q: 3 clusters Score -1657676 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1657701.250000 Penalty: 3136.254639
	Iteration 51Q: 3 clusters Score -1657701 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1657724.750000 Penalty: 3136.254639
	Iteration 52Q: 3 clusters Score -1657725 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1657752.875000 Penalty: 3136.254639
	Iteration 53Q: 3 clusters Score -1657753 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1657776.625000 Penalty: 3136.254639
	Iteration 54Q: 3 clusters Score -1657777 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1657798.000000 Penalty: 3136.254639
	Iteration 55Q: 3 clusters Score -1657798 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1657814.625000 Penalty: 3136.254639
	Iteration 56Q: 3 clusters Score -1657815 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1657825.625000 Penalty: 3136.254639
	Iteration 57Q: 3 clusters Score -1657826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1657831.375000 Penalty: 3136.254639
	Iteration 58Q: 3 clusters Score -1657831 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1657834.875000 Penalty: 3136.254639
	Iteration 59Q: 3 clusters Score -1657835 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1657838.375000 Penalty: 3136.254639
	Iteration 60F: 3 clusters Score -1657838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1657847.500000 Penalty: 3136.254639
	Iteration 61Q: 3 clusters Score -1657848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1657849.000000 Penalty: 3136.254639
	Iteration 62Q: 3 clusters Score -1657849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1657856.875000 Penalty: 3136.254639
	Iteration 63Q: 3 clusters Score -1657857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1657859.625000 Penalty: 3136.254639
	Iteration 64Q: 3 clusters Score -1657860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1657868.875000 Penalty: 3136.254639
	Iteration 65Q: 3 clusters Score -1657869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1657873.000000 Penalty: 3136.254639
	Iteration 66Q: 3 clusters Score -1657873 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1657884.125000 Penalty: 3136.254639
	Iteration 67Q: 3 clusters Score -1657884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1657891.125000 Penalty: 3136.254639
	Iteration 68Q: 3 clusters Score -1657891 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1657904.000000 Penalty: 3136.254639
	Iteration 69Q: 3 clusters Score -1657904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1657918.750000 Penalty: 3136.254639
	Iteration 70Q: 3 clusters Score -1657919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1657927.750000 Penalty: 3136.254639
	Iteration 71Q: 3 clusters Score -1657928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1657931.625000 Penalty: 3136.254639
	Iteration 72Q: 3 clusters Score -1657932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1657942.625000 Penalty: 3136.254639
	Iteration 73Q: 3 clusters Score -1657943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1657946.875000 Penalty: 3136.254639
	Iteration 74Q: 3 clusters Score -1657947 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1657956.125000 Penalty: 3136.254639
	Iteration 75Q: 3 clusters Score -1657956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1657964.375000 Penalty: 3136.254639
	Iteration 76Q: 3 clusters Score -1657964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1657973.250000 Penalty: 3136.254639
	Iteration 77Q: 3 clusters Score -1657973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1657981.250000 Penalty: 3136.254639
	Iteration 78Q: 3 clusters Score -1657981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1657989.000000 Penalty: 3136.254639
	Iteration 79Q: 3 clusters Score -1657989 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1658002.125000 Penalty: 3136.254639
	Iteration 80F: 3 clusters Score -1658002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1658017.875000 Penalty: 3136.254639
	Iteration 81Q: 3 clusters Score -1658018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1658023.750000 Penalty: 3136.254639
	Iteration 82Q: 3 clusters Score -1658024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1658037.375000 Penalty: 3136.254639
	Iteration 83Q: 3 clusters Score -1658037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1658043.125000 Penalty: 3136.254639
	Iteration 84Q: 3 clusters Score -1658043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1658046.875000 Penalty: 3136.254639
	Iteration 85Q: 3 clusters Score -1658047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1658058.625000 Penalty: 3136.254639
	Iteration 86Q: 3 clusters Score -1658059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1658065.500000 Penalty: 3136.254639
	Iteration 87Q: 3 clusters Score -1658066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -1658067.750000 Penalty: 3136.254639
	Iteration 88Q: 3 clusters Score -1658068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1658068.625000 Penalty: 3136.254639
	Iteration 89Q: 3 clusters Score -1658069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -1658073.500000 Penalty: 3136.254639
	Iteration 90Q: 3 clusters Score -1658074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -1658077.750000 Penalty: 3136.254639
	Iteration 91Q: 3 clusters Score -1658078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -1658079.125000 Penalty: 3136.254639
	Iteration 92Q: 3 clusters Score -1658079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1658079.125000 Penalty: 3136.254639
	Iteration 93Q: 3 clusters Score -1658079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1658081.875000 Penalty: 3136.254639
	Iteration 94Q: 3 clusters Score -1658082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1658086.500000 Penalty: 3136.254639
	Iteration 95Q: 3 clusters Score -1658086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1658089.750000 Penalty: 3136.254639
	Iteration 96Q: 3 clusters Score -1658090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1658089.875000 Penalty: 3136.254639
	Iteration 97Q: 3 clusters Score -1658090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -1658092.875000 Penalty: 3136.254639
	Iteration 98Q: 3 clusters Score -1658093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1658091.375000 Penalty: 3136.254639
	Iteration 99Q: 3 clusters Score -1658091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1658093.500000 Penalty: 3136.254639
	Iteration 100F: 3 clusters Score -1658094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4559 members 
Mstep: Class 4 contains 24110 members 
Mstep: Class 5 contains 18839 members 
Mstep: Class 6 contains 15563 members 
Mstep: Class 7 contains 121223 members 
Mstep: Class 8 contains 41160 members 
Mstep: Class 9 contains 11719 members 
Mstep: Class 10 contains 177879 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6878 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 1773 members 
Mstep: Class 17 contains 2051 members 
Mstep: Class 18 contains 17169 members 
Mstep: Class 19 contains 28537 members 
Mstep: Class 20 contains 22813 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1020 members 
Mstep: Class 23 contains 29640 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 39008 members 
Mstep: Class 26 contains 10638 members 
Mstep: Class 27 contains 4374 members 
Mstep: Class 28 contains 5399 members 
Mstep: Class 29 contains 152 members 
Mstep: Class 30 contains 3379 members 
Mstep: Class 31 contains 5469 members 
Mstep: Class 32 contains 15522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948284.000000 Penalty: 71703.882812
Iteration 119Q: 34 clusters Score -6.594828e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 18915 members 
Mstep: Class 3 contains 4559 members 
Mstep: Class 4 contains 24104 members 
Mstep: Class 5 contains 18841 members 
Mstep: Class 6 contains 15563 members 
Mstep: Class 7 contains 121221 members 
Mstep: Class 8 contains 41180 members 
Mstep: Class 9 contains 11722 members 
Mstep: Class 10 contains 177741 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6881 members 
Mstep: Class 14 contains 997 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 1773 members 
Mstep: Class 17 contains 2052 members 
Mstep: Class 18 contains 17185 members 
Mstep: Class 19 contains 28532 members 
Mstep: Class 20 contains 22900 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1020 members 
Mstep: Class 23 contains 29647 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 39009 members 
Mstep: Class 26 contains 10651 members 
Mstep: Class 27 contains 4375 members 
Mstep: Class 28 contains 5399 members 
Mstep: Class 29 contains 152 members 
Mstep: Class 30 contains 3381 members 
Mstep: Class 31 contains 5488 members 
Mstep: Class 32 contains 15522 members 
Mstep: Class 33 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948396.000000 Penalty: 71703.882812
Iteration 120F: 34 clusters Score -6.59484e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 18915 members 
Mstep: Class 3 contains 4559 members 
Mstep: Class 4 contains 24101 members 
Mstep: Class 5 contains 18842 members 
Mstep: Class 6 contains 15561 members 
Mstep: Class 7 contains 121220 members 
Mstep: Class 8 contains 41204 members 
Mstep: Class 9 contains 11727 members 
Mstep: Class 10 contains 177602 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6879 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 1773 members 
Mstep: Class 17 contains 2050 members 
Mstep: Class 18 contains 17205 members 
Mstep: Class 19 contains 28532 members 
Mstep: Class 20 contains 22988 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1020 members 
Mstep: Class 23 contains 29643 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 39010 members 
Mstep: Class 26 contains 10661 members 
Mstep: Class 27 contains 4372 members 
Mstep: Class 28 contains 5399 members 
Mstep: Class 29 contains 158 members 
Mstep: Class 30 contains 3384 members 
Mstep: Class 31 contains 5484 members 
Mstep: Class 32 contains 15524 members 
Mstep: Class 33 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948508.000000 Penalty: 71703.882812
Iteration 121Q: 34 clusters Score -6.594851e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 18912 members 
Mstep: Class 3 contains 4559 members 
Mstep: Class 4 contains 24096 members 
Mstep: Class 5 contains 18842 members 
Mstep: Class 6 contains 15560 members 
Mstep: Class 7 contains 121216 members 
Mstep: Class 8 contains 41220 members 
Mstep: Class 9 contains 11730 members 
Mstep: Class 10 contains 177482 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6878 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 1772 members 
Mstep: Class 17 contains 2044 members 
Mstep: Class 18 contains 17223 members 
Mstep: Class 19 contains 28533 members 
Mstep: Class 20 contains 23079 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1020 members 
Mstep: Class 23 contains 29638 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 39013 members 
Mstep: Class 26 contains 10671 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 5398 members 
Mstep: Class 29 contains 158 members 
Mstep: Class 30 contains 3385 members 
Mstep: Class 31 contains 5483 members 
Mstep: Class 32 contains 15525 members 
Mstep: Class 33 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948552.000000 Penalty: 71703.882812
Iteration 122Q: 34 clusters Score -6.594855e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4559 members 
Mstep: Class 4 contains 24096 members 
Mstep: Class 5 contains 18840 members 
Mstep: Class 6 contains 15564 members 
Mstep: Class 7 contains 121214 members 
Mstep: Class 8 contains 41236 members 
Mstep: Class 9 contains 11733 members 
Mstep: Class 10 contains 177366 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6874 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 1772 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 17242 members 
Mstep: Class 19 contains 28532 members 
Mstep: Class 20 contains 23160 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1020 members 
Mstep: Class 23 contains 29631 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 39010 members 
Mstep: Class 26 contains 10682 members 
Mstep: Class 27 contains 4372 members 
Mstep: Class 28 contains 5397 members 
Mstep: Class 29 contains 158 members 
Mstep: Class 30 contains 3387 members 
Mstep: Class 31 contains 5482 members 
Mstep: Class 32 contains 15527 members 
Mstep: Class 33 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948688.000000 Penalty: 71703.882812
Iteration 123Q: 34 clusters Score -6.594869e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 18910 members 
Mstep: Class 3 contains 4559 members 
Mstep: Class 4 contains 24091 members 
Mstep: Class 5 contains 18840 members 
Mstep: Class 6 contains 15565 members 
Mstep: Class 7 contains 121212 members 
Mstep: Class 8 contains 41243 members 
Mstep: Class 9 contains 11738 members 
Mstep: Class 10 contains 177259 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6874 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 1771 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 17263 members 
Mstep: Class 19 contains 28531 members 
Mstep: Class 20 contains 23239 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 1019 members 
Mstep: Class 23 contains 29627 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 39008 members 
Mstep: Class 26 contains 10691 members 
Mstep: Class 27 contains 4375 members 
Mstep: Class 28 contains 5396 members 
Mstep: Class 29 contains 158 members 
Mstep: Class 30 contains 3387 members 
Mstep: Class 31 contains 5483 members 
Mstep: Class 32 contains 15529 members 
Mstep: Class 33 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948696.000000 Penalty: 71703.882812
Iteration 124Q: 34 clusters Score -6.59487e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18910 members 
Mstep: Class 3 contains 4559 members 
Mstep: Class 4 contains 24086 members 
Mstep: Class 5 contains 18839 members 
Mstep: Class 6 contains 15566 members 
Mstep: Class 7 contains 121205 members 
Mstep: Class 8 contains 41244 members 
Mstep: Class 9 contains 11738 members 
Mstep: Class 10 contains 177178 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6872 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 1769 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 17281 members 
Mstep: Class 19 contains 28529 members 
Mstep: Class 20 contains 23312 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1018 members 
Mstep: Class 23 contains 29623 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 39008 members 
Mstep: Class 26 contains 10700 members 
Mstep: Class 27 contains 4375 members 
Mstep: Class 28 contains 5396 members 
Mstep: Class 29 contains 158 members 
Mstep: Class 30 contains 3387 members 
Mstep: Class 31 contains 5488 members 
Mstep: Class 32 contains 15530 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948764.000000 Penalty: 71703.882812
Iteration 125Q: 34 clusters Score -6.594876e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18909 members 
Mstep: Class 3 contains 4559 members 
Mstep: Class 4 contains 24083 members 
Mstep: Class 5 contains 18836 members 
Mstep: Class 6 contains 15570 members 
Mstep: Class 7 contains 121207 members 
Mstep: Class 8 contains 41249 members 
Mstep: Class 9 contains 11741 members 
Mstep: Class 10 contains 177073 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6873 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 1766 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 17289 members 
Mstep: Class 19 contains 28528 members 
Mstep: Class 20 contains 23408 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1017 members 
Mstep: Class 23 contains 29615 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 39005 members 
Mstep: Class 26 contains 10710 members 
Mstep: Class 27 contains 4375 members 
Mstep: Class 28 contains 5397 members 
Mstep: Class 29 contains 158 members 
Mstep: Class 30 contains 3387 members 
Mstep: Class 31 contains 5487 members 
Mstep: Class 32 contains 15530 members 
Mstep: Class 33 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948800.000000 Penalty: 71703.882812
Iteration 126Q: 34 clusters Score -6.59488e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18908 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 24079 members 
Mstep: Class 5 contains 18836 members 
Mstep: Class 6 contains 15572 members 
Mstep: Class 7 contains 121206 members 
Mstep: Class 8 contains 41257 members 
Mstep: Class 9 contains 11745 members 
Mstep: Class 10 contains 176967 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 1765 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 17304 members 
Mstep: Class 19 contains 28528 members 
Mstep: Class 20 contains 23502 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1017 members 
Mstep: Class 23 contains 29609 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38993 members 
Mstep: Class 26 contains 10718 members 
Mstep: Class 27 contains 4374 members 
Mstep: Class 28 contains 5397 members 
Mstep: Class 29 contains 158 members 
Mstep: Class 30 contains 3387 members 
Mstep: Class 31 contains 5487 members 
Mstep: Class 32 contains 15534 members 
Mstep: Class 33 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948896.000000 Penalty: 71703.882812
Iteration 127Q: 34 clusters Score -6.59489e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18906 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 24076 members 
Mstep: Class 5 contains 18834 members 
Mstep: Class 6 contains 15572 members 
Mstep: Class 7 contains 121198 members 
Mstep: Class 8 contains 41274 members 
Mstep: Class 9 contains 11746 members 
Mstep: Class 10 contains 176848 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 1764 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 17313 members 
Mstep: Class 19 contains 28525 members 
Mstep: Class 20 contains 23614 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1016 members 
Mstep: Class 23 contains 29600 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38989 members 
Mstep: Class 26 contains 10725 members 
Mstep: Class 27 contains 4374 members 
Mstep: Class 28 contains 5397 members 
Mstep: Class 29 contains 158 members 
Mstep: Class 30 contains 3387 members 
Mstep: Class 31 contains 5490 members 
Mstep: Class 32 contains 15539 members 
Mstep: Class 33 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948896.000000 Penalty: 71703.882812
Iteration 128Q: 34 clusters Score -6.59489e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18905 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 24075 members 
Mstep: Class 5 contains 18834 members 
Mstep: Class 6 contains 15573 members 
Mstep: Class 7 contains 121197 members 
Mstep: Class 8 contains 41286 members 
Mstep: Class 9 contains 11746 members 
Mstep: Class 10 contains 176748 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 1760 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 17338 members 
Mstep: Class 19 contains 28524 members 
Mstep: Class 20 contains 23701 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1016 members 
Mstep: Class 23 contains 29587 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38984 members 
Mstep: Class 26 contains 10731 members 
Mstep: Class 27 contains 4372 members 
Mstep: Class 28 contains 5397 members 
Mstep: Class 29 contains 158 members 
Mstep: Class 30 contains 3387 members 
Mstep: Class 31 contains 5488 members 
Mstep: Class 32 contains 15539 members 
Mstep: Class 33 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948884.000000 Penalty: 71703.882812
Iteration 129Q: 34 clusters Score -6.594888e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18905 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 24068 members 
Mstep: Class 5 contains 18834 members 
Mstep: Class 6 contains 15578 members 
Mstep: Class 7 contains 121196 members 
Mstep: Class 8 contains 41295 members 
Mstep: Class 9 contains 11751 members 
Mstep: Class 10 contains 176646 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 1759 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 17363 members 
Mstep: Class 19 contains 28518 members 
Mstep: Class 20 contains 23792 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1016 members 
Mstep: Class 23 contains 29567 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38981 members 
Mstep: Class 26 contains 10736 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 5396 members 
Mstep: Class 29 contains 158 members 
Mstep: Class 30 contains 3387 members 
Mstep: Class 31 contains 5489 members 
Mstep: Class 32 contains 15541 members 
Mstep: Class 33 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948992.000000 Penalty: 71703.882812
Iteration 130Q: 34 clusters Score -6.594899e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18904 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 24066 members 
Mstep: Class 5 contains 18831 members 
Mstep: Class 6 contains 15582 members 
Mstep: Class 7 contains 121193 members 
Mstep: Class 8 contains 41305 members 
Mstep: Class 9 contains 11748 members 
Mstep: Class 10 contains 176540 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 17384 members 
Mstep: Class 19 contains 28515 members 
Mstep: Class 20 contains 23893 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 29543 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38982 members 
Mstep: Class 26 contains 10743 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 5396 members 
Mstep: Class 29 contains 158 members 
Mstep: Class 30 contains 3387 members 
Mstep: Class 31 contains 5492 members 
Mstep: Class 32 contains 15541 members 
Mstep: Class 33 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948848.000000 Penalty: 71703.882812
Iteration 131Q: 34 clusters Score -6.594885e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18904 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 24059 members 
Mstep: Class 5 contains 18832 members 
Mstep: Class 6 contains 15587 members 
Mstep: Class 7 contains 121190 members 
Mstep: Class 8 contains 41318 members 
Mstep: Class 9 contains 11749 members 
Mstep: Class 10 contains 176427 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 17395 members 
Mstep: Class 19 contains 28511 members 
Mstep: Class 20 contains 23984 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1013 members 
Mstep: Class 23 contains 29529 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38982 members 
Mstep: Class 26 contains 10755 members 
Mstep: Class 27 contains 4376 members 
Mstep: Class 28 contains 5396 members 
Mstep: Class 29 contains 158 members 
Mstep: Class 30 contains 3387 members 
Mstep: Class 31 contains 5495 members 
Mstep: Class 32 contains 15543 members 
Mstep: Class 33 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948924.000000 Penalty: 71703.882812
Iteration 132Q: 34 clusters Score -6.594892e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18904 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 24056 members 
Mstep: Class 5 contains 18832 members 
Mstep: Class 6 contains 15592 members 
Mstep: Class 7 contains 121191 members 
Mstep: Class 8 contains 41319 members 
Mstep: Class 9 contains 11751 members 
Mstep: Class 10 contains 176326 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6866 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 1759 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 17415 members 
Mstep: Class 19 contains 28505 members 
Mstep: Class 20 contains 24057 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1012 members 
Mstep: Class 23 contains 29516 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38981 members 
Mstep: Class 26 contains 10768 members 
Mstep: Class 27 contains 4378 members 
Mstep: Class 28 contains 5399 members 
Mstep: Class 29 contains 158 members 
Mstep: Class 30 contains 3387 members 
Mstep: Class 31 contains 5498 members 
Mstep: Class 32 contains 15545 members 
Mstep: Class 33 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948944.000000 Penalty: 71703.882812
Iteration 133Q: 34 clusters Score -6.594894e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18904 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 24053 members 
Mstep: Class 5 contains 18834 members 
Mstep: Class 6 contains 15595 members 
Mstep: Class 7 contains 121188 members 
Mstep: Class 8 contains 41329 members 
Mstep: Class 9 contains 11751 members 
Mstep: Class 10 contains 176228 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 17435 members 
Mstep: Class 19 contains 28502 members 
Mstep: Class 20 contains 24123 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1011 members 
Mstep: Class 23 contains 29508 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38978 members 
Mstep: Class 26 contains 10783 members 
Mstep: Class 27 contains 4379 members 
Mstep: Class 28 contains 5399 members 
Mstep: Class 29 contains 158 members 
Mstep: Class 30 contains 3387 members 
Mstep: Class 31 contains 5500 members 
Mstep: Class 32 contains 15547 members 
Mstep: Class 33 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948856.000000 Penalty: 71703.882812
Iteration 134Q: 34 clusters Score -6.594886e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18904 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 24051 members 
Mstep: Class 5 contains 18834 members 
Mstep: Class 6 contains 15599 members 
Mstep: Class 7 contains 121185 members 
Mstep: Class 8 contains 41348 members 
Mstep: Class 9 contains 11752 members 
Mstep: Class 10 contains 176126 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6870 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 3945 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 17461 members 
Mstep: Class 19 contains 28499 members 
Mstep: Class 20 contains 24169 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 29504 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38975 members 
Mstep: Class 26 contains 10802 members 
Mstep: Class 27 contains 4382 members 
Mstep: Class 28 contains 5398 members 
Mstep: Class 29 contains 158 members 
Mstep: Class 30 contains 3387 members 
Mstep: Class 31 contains 5499 members 
Mstep: Class 32 contains 15548 members 
Mstep: Class 33 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948948.000000 Penalty: 71703.882812
Iteration 135Q: 34 clusters Score -6.594895e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18904 members 
Mstep: Class 3 contains 4559 members 
Mstep: Class 4 contains 24048 members 
Mstep: Class 5 contains 18833 members 
Mstep: Class 6 contains 15604 members 
Mstep: Class 7 contains 121184 members 
Mstep: Class 8 contains 41356 members 
Mstep: Class 9 contains 11756 members 
Mstep: Class 10 contains 176033 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 3945 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 17500 members 
Mstep: Class 19 contains 28501 members 
Mstep: Class 20 contains 24176 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1011 members 
Mstep: Class 23 contains 29512 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38971 members 
Mstep: Class 26 contains 10819 members 
Mstep: Class 27 contains 4387 members 
Mstep: Class 28 contains 5398 members 
Mstep: Class 29 contains 158 members 
Mstep: Class 30 contains 3387 members 
Mstep: Class 31 contains 5503 members 
Mstep: Class 32 contains 15549 members 
Mstep: Class 33 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948988.000000 Penalty: 71703.882812
Iteration 136Q: 34 clusters Score -6.594899e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18905 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 24046 members 
Mstep: Class 5 contains 18831 members 
Mstep: Class 6 contains 15608 members 
Mstep: Class 7 contains 121176 members 
Mstep: Class 8 contains 41362 members 
Mstep: Class 9 contains 11760 members 
Mstep: Class 10 contains 175935 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 3944 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 17549 members 
Mstep: Class 19 contains 28498 members 
Mstep: Class 20 contains 24216 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1011 members 
Mstep: Class 23 contains 29510 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38966 members 
Mstep: Class 26 contains 10833 members 
Mstep: Class 27 contains 4390 members 
Mstep: Class 28 contains 5397 members 
Mstep: Class 29 contains 158 members 
Mstep: Class 30 contains 3387 members 
Mstep: Class 31 contains 5501 members 
Mstep: Class 32 contains 15552 members 
Mstep: Class 33 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65949000.000000 Penalty: 71703.882812
Iteration 137Q: 34 clusters Score -6.5949e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18905 members 
Mstep: Class 3 contains 4555 members 
Mstep: Class 4 contains 24041 members 
Mstep: Class 5 contains 18830 members 
Mstep: Class 6 contains 15610 members 
Mstep: Class 7 contains 121175 members 
Mstep: Class 8 contains 41368 members 
Mstep: Class 9 contains 11760 members 
Mstep: Class 10 contains 175822 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3944 members 
Mstep: Class 16 contains 1759 members 
Mstep: Class 17 contains 2037 members 
Mstep: Class 18 contains 17607 members 
Mstep: Class 19 contains 28490 members 
Mstep: Class 20 contains 24283 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 29499 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38964 members 
Mstep: Class 26 contains 10843 members 
Mstep: Class 27 contains 4390 members 
Mstep: Class 28 contains 5398 members 
Mstep: Class 29 contains 158 members 
Mstep: Class 30 contains 3387 members 
Mstep: Class 31 contains 5499 members 
Mstep: Class 32 contains 15553 members 
Mstep: Class 33 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948968.000000 Penalty: 71703.882812
Iteration 138Q: 34 clusters Score -6.594897e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18904 members 
Mstep: Class 3 contains 4554 members 
Mstep: Class 4 contains 24029 members 
Mstep: Class 5 contains 18833 members 
Mstep: Class 6 contains 15612 members 
Mstep: Class 7 contains 121172 members 
Mstep: Class 8 contains 41377 members 
Mstep: Class 9 contains 11758 members 
Mstep: Class 10 contains 175719 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3944 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 2036 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 28484 members 
Mstep: Class 20 contains 24339 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 29498 members 
Mstep: Class 24 contains 1458 members 
Mstep: Class 25 contains 38963 members 
Mstep: Class 26 contains 10849 members 
Mstep: Class 27 contains 4394 members 
Mstep: Class 28 contains 5399 members 
Mstep: Class 29 contains 158 members 
Mstep: Class 30 contains 3387 members 
Mstep: Class 31 contains 5496 members 
Mstep: Class 32 contains 15553 members 
Mstep: Class 33 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948932.000000 Penalty: 71703.882812
Iteration 139Q: 34 clusters Score -6.594893e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18902 members 
Mstep: Class 3 contains 4554 members 
Mstep: Class 4 contains 24027 members 
Mstep: Class 5 contains 18835 members 
Mstep: Class 6 contains 15614 members 
Mstep: Class 7 contains 121170 members 
Mstep: Class 8 contains 41376 members 
Mstep: Class 9 contains 11758 members 
Mstep: Class 10 contains 175636 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3944 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 2036 members 
Mstep: Class 18 contains 17717 members 
Mstep: Class 19 contains 28481 members 
Mstep: Class 20 contains 24374 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 29499 members 
Mstep: Class 24 contains 1459 members 
Mstep: Class 25 contains 38957 members 
Mstep: Class 26 contains 10853 members 
Mstep: Class 27 contains 4397 members 
Mstep: Class 28 contains 5400 members 
Mstep: Class 29 contains 158 members 
Mstep: Class 30 contains 3387 members 
Mstep: Class 31 contains 5495 members 
Mstep: Class 32 contains 15553 members 
Mstep: Class 33 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65949060.000000 Penalty: 71703.882812
Iteration 140F: 34 clusters Score -6.594906e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18901 members 
Mstep: Class 3 contains 4554 members 
Mstep: Class 4 contains 24024 members 
Mstep: Class 5 contains 18835 members 
Mstep: Class 6 contains 15619 members 
Mstep: Class 7 contains 121165 members 
Mstep: Class 8 contains 41378 members 
Mstep: Class 9 contains 11761 members 
Mstep: Class 10 contains 175569 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3944 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 2037 members 
Mstep: Class 18 contains 17764 members 
Mstep: Class 19 contains 28473 members 
Mstep: Class 20 contains 24409 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 29488 members 
Mstep: Class 24 contains 1459 members 
Mstep: Class 25 contains 38957 members 
Mstep: Class 26 contains 10854 members 
Mstep: Class 27 contains 4400 members 
Mstep: Class 28 contains 5400 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3387 members 
Mstep: Class 31 contains 5492 members 
Mstep: Class 32 contains 15555 members 
Mstep: Class 33 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65949072.000000 Penalty: 71703.882812
Iteration 141Q: 34 clusters Score -6.594907e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18901 members 
Mstep: Class 3 contains 4556 members 
Mstep: Class 4 contains 24023 members 
Mstep: Class 5 contains 18835 members 
Mstep: Class 6 contains 15623 members 
Mstep: Class 7 contains 121161 members 
Mstep: Class 8 contains 41383 members 
Mstep: Class 9 contains 11761 members 
Mstep: Class 10 contains 175499 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3944 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 17814 members 
Mstep: Class 19 contains 28465 members 
Mstep: Class 20 contains 24434 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 29486 members 
Mstep: Class 24 contains 1458 members 
Mstep: Class 25 contains 38946 members 
Mstep: Class 26 contains 10860 members 
Mstep: Class 27 contains 4401 members 
Mstep: Class 28 contains 5400 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3388 members 
Mstep: Class 31 contains 5491 members 
Mstep: Class 32 contains 15557 members 
Mstep: Class 33 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948988.000000 Penalty: 71703.882812
Iteration 142Q: 34 clusters Score -6.594899e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18900 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 24022 members 
Mstep: Class 5 contains 18834 members 
Mstep: Class 6 contains 15623 members 
Mstep: Class 7 contains 121155 members 
Mstep: Class 8 contains 41395 members 
Mstep: Class 9 contains 11761 members 
Mstep: Class 10 contains 175436 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 17869 members 
Mstep: Class 19 contains 28459 members 
Mstep: Class 20 contains 24462 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 29474 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38939 members 
Mstep: Class 26 contains 10861 members 
Mstep: Class 27 contains 4400 members 
Mstep: Class 28 contains 5401 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3389 members 
Mstep: Class 31 contains 5488 members 
Mstep: Class 32 contains 15560 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65949044.000000 Penalty: 71703.882812
Iteration 143Q: 34 clusters Score -6.594904e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18903 members 
Mstep: Class 3 contains 4557 members 
Mstep: Class 4 contains 24016 members 
Mstep: Class 5 contains 18835 members 
Mstep: Class 6 contains 15630 members 
Mstep: Class 7 contains 121153 members 
Mstep: Class 8 contains 41390 members 
Mstep: Class 9 contains 11759 members 
Mstep: Class 10 contains 175349 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2037 members 
Mstep: Class 18 contains 17918 members 
Mstep: Class 19 contains 28452 members 
Mstep: Class 20 contains 24508 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 29469 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38938 members 
Mstep: Class 26 contains 10871 members 
Mstep: Class 27 contains 4401 members 
Mstep: Class 28 contains 5402 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3389 members 
Mstep: Class 31 contains 5487 members 
Mstep: Class 32 contains 15562 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65949012.000000 Penalty: 71703.882812
Iteration 144Q: 34 clusters Score -6.594901e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18904 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 24013 members 
Mstep: Class 5 contains 18836 members 
Mstep: Class 6 contains 15635 members 
Mstep: Class 7 contains 121151 members 
Mstep: Class 8 contains 41396 members 
Mstep: Class 9 contains 11762 members 
Mstep: Class 10 contains 175253 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6861 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2037 members 
Mstep: Class 18 contains 17974 members 
Mstep: Class 19 contains 28444 members 
Mstep: Class 20 contains 24552 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 29462 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38941 members 
Mstep: Class 26 contains 10879 members 
Mstep: Class 27 contains 4402 members 
Mstep: Class 28 contains 5402 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3389 members 
Mstep: Class 31 contains 5485 members 
Mstep: Class 32 contains 15562 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65949056.000000 Penalty: 71703.882812
Iteration 145Q: 34 clusters Score -6.594906e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18902 members 
Mstep: Class 3 contains 4560 members 
Mstep: Class 4 contains 24010 members 
Mstep: Class 5 contains 18836 members 
Mstep: Class 6 contains 15648 members 
Mstep: Class 7 contains 121146 members 
Mstep: Class 8 contains 41399 members 
Mstep: Class 9 contains 11764 members 
Mstep: Class 10 contains 175142 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 18031 members 
Mstep: Class 19 contains 28435 members 
Mstep: Class 20 contains 24613 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 29457 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38942 members 
Mstep: Class 26 contains 10879 members 
Mstep: Class 27 contains 4402 members 
Mstep: Class 28 contains 5402 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3389 members 
Mstep: Class 31 contains 5483 members 
Mstep: Class 32 contains 15561 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65949100.000000 Penalty: 71703.882812
Iteration 146Q: 34 clusters Score -6.59491e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18899 members 
Mstep: Class 3 contains 4560 members 
Mstep: Class 4 contains 24006 members 
Mstep: Class 5 contains 18838 members 
Mstep: Class 6 contains 15655 members 
Mstep: Class 7 contains 121144 members 
Mstep: Class 8 contains 41402 members 
Mstep: Class 9 contains 11763 members 
Mstep: Class 10 contains 175061 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 1754 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 18089 members 
Mstep: Class 19 contains 28428 members 
Mstep: Class 20 contains 24657 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 29443 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38944 members 
Mstep: Class 26 contains 10874 members 
Mstep: Class 27 contains 4406 members 
Mstep: Class 28 contains 5402 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3389 members 
Mstep: Class 31 contains 5482 members 
Mstep: Class 32 contains 15561 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65949080.000000 Penalty: 71703.882812
Iteration 147Q: 34 clusters Score -6.594908e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18898 members 
Mstep: Class 3 contains 4560 members 
Mstep: Class 4 contains 24001 members 
Mstep: Class 5 contains 18840 members 
Mstep: Class 6 contains 15656 members 
Mstep: Class 7 contains 121143 members 
Mstep: Class 8 contains 41422 members 
Mstep: Class 9 contains 11763 members 
Mstep: Class 10 contains 174993 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 18135 members 
Mstep: Class 19 contains 28425 members 
Mstep: Class 20 contains 24679 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 29427 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38944 members 
Mstep: Class 26 contains 10873 members 
Mstep: Class 27 contains 4409 members 
Mstep: Class 28 contains 5402 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3389 members 
Mstep: Class 31 contains 5478 members 
Mstep: Class 32 contains 15563 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65949076.000000 Penalty: 71703.882812
Iteration 148Q: 34 clusters Score -6.594908e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18898 members 
Mstep: Class 3 contains 4561 members 
Mstep: Class 4 contains 24000 members 
Mstep: Class 5 contains 18839 members 
Mstep: Class 6 contains 15655 members 
Mstep: Class 7 contains 121138 members 
Mstep: Class 8 contains 41447 members 
Mstep: Class 9 contains 11764 members 
Mstep: Class 10 contains 174913 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4431 members 
Mstep: Class 13 contains 6854 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 18190 members 
Mstep: Class 19 contains 28418 members 
Mstep: Class 20 contains 24707 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 29419 members 
Mstep: Class 24 contains 1456 members 
Mstep: Class 25 contains 38942 members 
Mstep: Class 26 contains 10869 members 
Mstep: Class 27 contains 4413 members 
Mstep: Class 28 contains 5402 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3389 members 
Mstep: Class 31 contains 5478 members 
Mstep: Class 32 contains 15564 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65949036.000000 Penalty: 71703.882812
Iteration 149Q: 34 clusters Score -6.594904e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18899 members 
Mstep: Class 3 contains 4561 members 
Mstep: Class 4 contains 23998 members 
Mstep: Class 5 contains 18838 members 
Mstep: Class 6 contains 15649 members 
Mstep: Class 7 contains 121131 members 
Mstep: Class 8 contains 41464 members 
Mstep: Class 9 contains 11767 members 
Mstep: Class 10 contains 174838 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4430 members 
Mstep: Class 13 contains 6849 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 18243 members 
Mstep: Class 19 contains 28415 members 
Mstep: Class 20 contains 24748 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 29407 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38938 members 
Mstep: Class 26 contains 10867 members 
Mstep: Class 27 contains 4418 members 
Mstep: Class 28 contains 5402 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3389 members 
Mstep: Class 31 contains 5475 members 
Mstep: Class 32 contains 15566 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948976.000000 Penalty: 71703.882812
Iteration 150Q: 34 clusters Score -6.594898e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18898 members 
Mstep: Class 3 contains 4561 members 
Mstep: Class 4 contains 23996 members 
Mstep: Class 5 contains 18839 members 
Mstep: Class 6 contains 15644 members 
Mstep: Class 7 contains 121126 members 
Mstep: Class 8 contains 41472 members 
Mstep: Class 9 contains 11766 members 
Mstep: Class 10 contains 174790 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4430 members 
Mstep: Class 13 contains 6850 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 18289 members 
Mstep: Class 19 contains 28409 members 
Mstep: Class 20 contains 24783 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 29384 members 
Mstep: Class 24 contains 1456 members 
Mstep: Class 25 contains 38931 members 
Mstep: Class 26 contains 10866 members 
Mstep: Class 27 contains 4421 members 
Mstep: Class 28 contains 5402 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3390 members 
Mstep: Class 31 contains 5476 members 
Mstep: Class 32 contains 15570 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948968.000000 Penalty: 71703.882812
Iteration 151Q: 34 clusters Score -6.594897e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18901 members 
Mstep: Class 3 contains 4562 members 
Mstep: Class 4 contains 23996 members 
Mstep: Class 5 contains 18839 members 
Mstep: Class 6 contains 15632 members 
Mstep: Class 7 contains 121120 members 
Mstep: Class 8 contains 41473 members 
Mstep: Class 9 contains 11766 members 
Mstep: Class 10 contains 174764 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4430 members 
Mstep: Class 13 contains 6849 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 18326 members 
Mstep: Class 19 contains 28406 members 
Mstep: Class 20 contains 24809 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 29361 members 
Mstep: Class 24 contains 1456 members 
Mstep: Class 25 contains 38928 members 
Mstep: Class 26 contains 10864 members 
Mstep: Class 27 contains 4421 members 
Mstep: Class 28 contains 5402 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3392 members 
Mstep: Class 31 contains 5478 members 
Mstep: Class 32 contains 15573 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948912.000000 Penalty: 71703.882812
Iteration 152Q: 34 clusters Score -6.594891e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18900 members 
Mstep: Class 3 contains 4563 members 
Mstep: Class 4 contains 23996 members 
Mstep: Class 5 contains 18840 members 
Mstep: Class 6 contains 15627 members 
Mstep: Class 7 contains 121106 members 
Mstep: Class 8 contains 41482 members 
Mstep: Class 9 contains 11769 members 
Mstep: Class 10 contains 174751 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 6846 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 18363 members 
Mstep: Class 19 contains 28401 members 
Mstep: Class 20 contains 24832 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 29327 members 
Mstep: Class 24 contains 1456 members 
Mstep: Class 25 contains 38928 members 
Mstep: Class 26 contains 10860 members 
Mstep: Class 27 contains 4423 members 
Mstep: Class 28 contains 5402 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3392 members 
Mstep: Class 31 contains 5477 members 
Mstep: Class 32 contains 15579 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
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Iteration 153Q: 34 clusters Score -6.594889e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18897 members 
Mstep: Class 3 contains 4564 members 
Mstep: Class 4 contains 23991 members 
Mstep: Class 5 contains 18840 members 
Mstep: Class 6 contains 15627 members 
Mstep: Class 7 contains 121098 members 
Mstep: Class 8 contains 41483 members 
Mstep: Class 9 contains 11775 members 
Mstep: Class 10 contains 174743 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 6848 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 1753 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 18407 members 
Mstep: Class 19 contains 28396 members 
Mstep: Class 20 contains 24848 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 29290 members 
Mstep: Class 24 contains 1456 members 
Mstep: Class 25 contains 38923 members 
Mstep: Class 26 contains 10857 members 
Mstep: Class 27 contains 4426 members 
Mstep: Class 28 contains 5402 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3392 members 
Mstep: Class 31 contains 5476 members 
Mstep: Class 32 contains 15584 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948836.000000 Penalty: 71703.882812
Iteration 154Q: 34 clusters Score -6.594884e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18895 members 
Mstep: Class 3 contains 4567 members 
Mstep: Class 4 contains 23988 members 
Mstep: Class 5 contains 18839 members 
Mstep: Class 6 contains 15630 members 
Mstep: Class 7 contains 121089 members 
Mstep: Class 8 contains 41483 members 
Mstep: Class 9 contains 11778 members 
Mstep: Class 10 contains 174733 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 6848 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 1753 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 18446 members 
Mstep: Class 19 contains 28392 members 
Mstep: Class 20 contains 24869 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 29248 members 
Mstep: Class 24 contains 1456 members 
Mstep: Class 25 contains 38926 members 
Mstep: Class 26 contains 10851 members 
Mstep: Class 27 contains 4430 members 
Mstep: Class 28 contains 5402 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3392 members 
Mstep: Class 31 contains 5475 members 
Mstep: Class 32 contains 15586 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948868.000000 Penalty: 71703.882812
Iteration 155Q: 34 clusters Score -6.594887e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18894 members 
Mstep: Class 3 contains 4567 members 
Mstep: Class 4 contains 23985 members 
Mstep: Class 5 contains 18836 members 
Mstep: Class 6 contains 15634 members 
Mstep: Class 7 contains 121091 members 
Mstep: Class 8 contains 41477 members 
Mstep: Class 9 contains 11781 members 
Mstep: Class 10 contains 174718 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 6847 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 1754 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 18492 members 
Mstep: Class 19 contains 28387 members 
Mstep: Class 20 contains 24888 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 29206 members 
Mstep: Class 24 contains 1456 members 
Mstep: Class 25 contains 38918 members 
Mstep: Class 26 contains 10851 members 
Mstep: Class 27 contains 4432 members 
Mstep: Class 28 contains 5401 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3392 members 
Mstep: Class 31 contains 5477 members 
Mstep: Class 32 contains 15592 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948964.000000 Penalty: 71703.882812
Iteration 156Q: 34 clusters Score -6.594896e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18894 members 
Mstep: Class 3 contains 4567 members 
Mstep: Class 4 contains 23982 members 
Mstep: Class 5 contains 18836 members 
Mstep: Class 6 contains 15636 members 
Mstep: Class 7 contains 121091 members 
Mstep: Class 8 contains 41479 members 
Mstep: Class 9 contains 11785 members 
Mstep: Class 10 contains 174687 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 6845 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 18532 members 
Mstep: Class 19 contains 28382 members 
Mstep: Class 20 contains 24913 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 29171 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38913 members 
Mstep: Class 26 contains 10848 members 
Mstep: Class 27 contains 4436 members 
Mstep: Class 28 contains 5401 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3392 members 
Mstep: Class 31 contains 5475 members 
Mstep: Class 32 contains 15598 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948924.000000 Penalty: 71703.882812
Iteration 157Q: 34 clusters Score -6.594892e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18894 members 
Mstep: Class 3 contains 4567 members 
Mstep: Class 4 contains 23979 members 
Mstep: Class 5 contains 18835 members 
Mstep: Class 6 contains 15639 members 
Mstep: Class 7 contains 121080 members 
Mstep: Class 8 contains 41485 members 
Mstep: Class 9 contains 11790 members 
Mstep: Class 10 contains 174643 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 6842 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 18557 members 
Mstep: Class 19 contains 28378 members 
Mstep: Class 20 contains 24956 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 29146 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38909 members 
Mstep: Class 26 contains 10846 members 
Mstep: Class 27 contains 4442 members 
Mstep: Class 28 contains 5401 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3392 members 
Mstep: Class 31 contains 5475 members 
Mstep: Class 32 contains 15607 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948956.000000 Penalty: 71703.882812
Iteration 158Q: 34 clusters Score -6.594896e+07 nChanged 242
Entering ConstructFrom: 
Score: -65948956.000000 Penalty: 71703.882812
Entering ConstructFrom: 
Trying to split cluster 1 (1152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Entering Unmasked Estep 
Score: -108837.765625 Penalty: 1145.503906
	Iteration 0F: 2 clusters Score -108837.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -107374.765625 Penalty: 2291.007812
	Iteration 0F: 3 clusters Score -107374.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -107933.234375 Penalty: 2291.007812
	Iteration 1F: 3 clusters Score -107933.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -108260.281250 Penalty: 2291.007812
	Iteration 2F: 3 clusters Score -108260.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -108561.687500 Penalty: 2291.007812
	Iteration 3F: 3 clusters Score -108561.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -108736.257812 Penalty: 2291.007812
	Iteration 4F: 3 clusters Score -108736.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -108820.460938 Penalty: 2291.007812
	Iteration 5Q: 3 clusters Score -108820.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -108876.679688 Penalty: 2291.007812
	Iteration 6Q: 3 clusters Score -108876.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -108909.898438 Penalty: 2291.007812
	Iteration 7Q: 3 clusters Score -108909.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -108928.640625 Penalty: 2291.007812
	Iteration 8Q: 3 clusters Score -108928.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -108941.031250 Penalty: 2291.007812
	Iteration 9Q: 3 clusters Score -108941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -108947.164062 Penalty: 2291.007812
	Iteration 10Q: 3 clusters Score -108947.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -108955.664062 Penalty: 2291.007812
	Iteration 11Q: 3 clusters Score -108955.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -108974.796875 Penalty: 2291.007812
	Iteration 12Q: 3 clusters Score -108974.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -108996.460938 Penalty: 2291.007812
	Iteration 13Q: 3 clusters Score -108996.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -109027.820312 Penalty: 2291.007812
	Iteration 14Q: 3 clusters Score -109027.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -109087.078125 Penalty: 2291.007812
	Iteration 15Q: 3 clusters Score -109087.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -109145.335938 Penalty: 2291.007812
	Iteration 16Q: 3 clusters Score -109145.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -109214.023438 Penalty: 2291.007812
	Iteration 17Q: 3 clusters Score -109214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -109247.968750 Penalty: 2291.007812
	Iteration 18Q: 3 clusters Score -109248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -109258.492188 Penalty: 2291.007812
	Iteration 19Q: 3 clusters Score -109258.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -109264.710938 Penalty: 2291.007812
	Iteration 20F: 3 clusters Score -109264.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -109267.734375 Penalty: 2291.007812
	Iteration 21Q: 3 clusters Score -109267.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -109267.734375 Penalty: 2291.007812
	Iteration 22F: 3 clusters Score -109267.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 18896 members 
Mstep: Class 3 contains 4567 members 
Mstep: Class 4 contains 23977 members 
Mstep: Class 5 contains 18835 members 
Mstep: Class 6 contains 15641 members 
Mstep: Class 7 contains 121072 members 
Mstep: Class 8 contains 41484 members 
Mstep: Class 9 contains 11790 members 
Mstep: Class 10 contains 174620 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 6841 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 18585 members 
Mstep: Class 19 contains 28375 members 
Mstep: Class 20 contains 24986 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 29123 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38896 members 
Mstep: Class 26 contains 10845 members 
Mstep: Class 27 contains 4449 members 
Mstep: Class 28 contains 5401 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3392 members 
Mstep: Class 31 contains 5472 members 
Mstep: Class 32 contains 15616 members 
Mstep: Class 33 contains 333 members 
Mstep: Class 34 contains 723 members 
Entering Unmasked Estep 
Score: -65948216.000000 Penalty: 73876.734375
Splitting cluster 1 changes total score from -65948956.000000 to -65948216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (18896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Entering Unmasked Estep 
Score: -1991632.375000 Penalty: 1600.089600
	Iteration 0F: 2 clusters Score -1991632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1978792.500000 Penalty: 3200.179199
	Iteration 0F: 3 clusters Score -1978792 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1983714.500000 Penalty: 3200.179199
	Iteration 1F: 3 clusters Score -1983714 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1984455.375000 Penalty: 3200.179199
	Iteration 2F: 3 clusters Score -1984455 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1985284.000000 Penalty: 3200.179199
	Iteration 3F: 3 clusters Score -1985284 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1986169.375000 Penalty: 3200.179199
	Iteration 4F: 3 clusters Score -1986169 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1987027.875000 Penalty: 3200.179199
	Iteration 5F: 3 clusters Score -1987028 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1987929.125000 Penalty: 3200.179199
	Iteration 6F: 3 clusters Score -1987929 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1988919.250000 Penalty: 3200.179199
	Iteration 7F: 3 clusters Score -1988919 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1989787.875000 Penalty: 3200.179199
	Iteration 8F: 3 clusters Score -1989788 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1990313.250000 Penalty: 3200.179199
	Iteration 9Q: 3 clusters Score -1990313 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1990569.500000 Penalty: 3200.179199
	Iteration 10Q: 3 clusters Score -1990570 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1990691.500000 Penalty: 3200.179199
	Iteration 11Q: 3 clusters Score -1990692 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1990749.625000 Penalty: 3200.179199
	Iteration 12Q: 3 clusters Score -1990750 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1990790.250000 Penalty: 3200.179199
	Iteration 13Q: 3 clusters Score -1990790 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1990818.750000 Penalty: 3200.179199
	Iteration 14Q: 3 clusters Score -1990819 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1990840.750000 Penalty: 3200.179199
	Iteration 15Q: 3 clusters Score -1990841 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1990857.500000 Penalty: 3200.179199
	Iteration 16Q: 3 clusters Score -1990858 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1990868.750000 Penalty: 3200.179199
	Iteration 17Q: 3 clusters Score -1990869 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1990883.750000 Penalty: 3200.179199
	Iteration 18Q: 3 clusters Score -1990884 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1990887.750000 Penalty: 3200.179199
	Iteration 19Q: 3 clusters Score -1990888 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1990900.625000 Penalty: 3200.179199
	Iteration 20F: 3 clusters Score -1990901 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1990899.875000 Penalty: 3200.179199
	Iteration 21Q: 3 clusters Score -1990900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1990906.750000 Penalty: 3200.179199
	Iteration 22Q: 3 clusters Score -1990907 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1990910.250000 Penalty: 3200.179199
	Iteration 23Q: 3 clusters Score -1990910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1990916.625000 Penalty: 3200.179199
	Iteration 24Q: 3 clusters Score -1990917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1990920.500000 Penalty: 3200.179199
	Iteration 25Q: 3 clusters Score -1990920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1990922.125000 Penalty: 3200.179199
	Iteration 26Q: 3 clusters Score -1990922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1990926.375000 Penalty: 3200.179199
	Iteration 27Q: 3 clusters Score -1990926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1990928.500000 Penalty: 3200.179199
	Iteration 28Q: 3 clusters Score -1990928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1990924.750000 Penalty: 3200.179199
	Iteration 29Q: 3 clusters Score -1990925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1990929.250000 Penalty: 3200.179199
	Iteration 30Q: 3 clusters Score -1990929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1990933.500000 Penalty: 3200.179199
	Iteration 31Q: 3 clusters Score -1990934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1990932.000000 Penalty: 3200.179199
	Iteration 32Q: 3 clusters Score -1990932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1990936.250000 Penalty: 3200.179199
	Iteration 33Q: 3 clusters Score -1990936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1990937.875000 Penalty: 3200.179199
	Iteration 34Q: 3 clusters Score -1990938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1990940.375000 Penalty: 3200.179199
	Iteration 35Q: 3 clusters Score -1990940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1990934.375000 Penalty: 3200.179199
	Iteration 36Q: 3 clusters Score -1990934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1990943.125000 Penalty: 3200.179199
	Iteration 37Q: 3 clusters Score -1990943 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1990947.000000 Penalty: 3200.179199
	Iteration 38Q: 3 clusters Score -1990947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1990949.875000 Penalty: 3200.179199
	Iteration 39Q: 3 clusters Score -1990950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1990954.750000 Penalty: 3200.179199
	Iteration 40F: 3 clusters Score -1990955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1990956.250000 Penalty: 3200.179199
	Iteration 41Q: 3 clusters Score -1990956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1990955.875000 Penalty: 3200.179199
	Iteration 42Q: 3 clusters Score -1990956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1990958.125000 Penalty: 3200.179199
	Iteration 43Q: 3 clusters Score -1990958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1990960.375000 Penalty: 3200.179199
	Iteration 44Q: 3 clusters Score -1990960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1990960.500000 Penalty: 3200.179199
	Iteration 45Q: 3 clusters Score -1990960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1990960.375000 Penalty: 3200.179199
	Iteration 46Q: 3 clusters Score -1990960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1990964.375000 Penalty: 3200.179199
	Iteration 47Q: 3 clusters Score -1990964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1990965.500000 Penalty: 3200.179199
	Iteration 48Q: 3 clusters Score -1990966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1990967.625000 Penalty: 3200.179199
	Iteration 49Q: 3 clusters Score -1990968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1990974.375000 Penalty: 3200.179199
	Iteration 50Q: 3 clusters Score -1990974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1990975.875000 Penalty: 3200.179199
	Iteration 51Q: 3 clusters Score -1990976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1990973.750000 Penalty: 3200.179199
	Iteration 52Q: 3 clusters Score -1990974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1990973.625000 Penalty: 3200.179199
	Iteration 53Q: 3 clusters Score -1990974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1990976.125000 Penalty: 3200.179199
	Iteration 54Q: 3 clusters Score -1990976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1990979.000000 Penalty: 3200.179199
	Iteration 55Q: 3 clusters Score -1990979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1990981.000000 Penalty: 3200.179199
	Iteration 56Q: 3 clusters Score -1990981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1990984.125000 Penalty: 3200.179199
	Iteration 57Q: 3 clusters Score -1990984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1990983.625000 Penalty: 3200.179199
	Iteration 58Q: 3 clusters Score -1990984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1990980.625000 Penalty: 3200.179199
	Iteration 59Q: 3 clusters Score -1990981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1990985.750000 Penalty: 3200.179199
	Iteration 60F: 3 clusters Score -1990986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1990984.625000 Penalty: 3200.179199
	Iteration 61Q: 3 clusters Score -1990985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1990989.375000 Penalty: 3200.179199
	Iteration 62Q: 3 clusters Score -1990989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1990989.000000 Penalty: 3200.179199
	Iteration 63Q: 3 clusters Score -1990989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1990990.875000 Penalty: 3200.179199
	Iteration 64Q: 3 clusters Score -1990991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1990991.250000 Penalty: 3200.179199
	Iteration 65Q: 3 clusters Score -1990991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1990994.625000 Penalty: 3200.179199
	Iteration 66Q: 3 clusters Score -1990995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1990994.875000 Penalty: 3200.179199
	Iteration 67Q: 3 clusters Score -1990995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1990998.500000 Penalty: 3200.179199
	Iteration 68Q: 3 clusters Score -1990998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1991001.000000 Penalty: 3200.179199
	Iteration 69Q: 3 clusters Score -1991001 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1991005.625000 Penalty: 3200.179199
	Iteration 70Q: 3 clusters Score -1991006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1991006.875000 Penalty: 3200.179199
	Iteration 71Q: 3 clusters Score -1991007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1991007.500000 Penalty: 3200.179199
	Iteration 72Q: 3 clusters Score -1991008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1991009.750000 Penalty: 3200.179199
	Iteration 73Q: 3 clusters Score -1991010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1991016.625000 Penalty: 3200.179199
	Iteration 74Q: 3 clusters Score -1991017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1991013.625000 Penalty: 3200.179199
	Iteration 75Q: 3 clusters Score -1991014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1991017.250000 Penalty: 3200.179199
	Iteration 76Q: 3 clusters Score -1991017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1991019.375000 Penalty: 3200.179199
	Iteration 77Q: 3 clusters Score -1991019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1991015.250000 Penalty: 3200.179199
	Iteration 78Q: 3 clusters Score -1991015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1991020.000000 Penalty: 3200.179199
	Iteration 79Q: 3 clusters Score -1991020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1991023.000000 Penalty: 3200.179199
	Iteration 80F: 3 clusters Score -1991023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1991021.375000 Penalty: 3200.179199
	Iteration 81Q: 3 clusters Score -1991021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1991024.125000 Penalty: 3200.179199
	Iteration 82Q: 3 clusters Score -1991024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1991024.125000 Penalty: 3200.179199
	Iteration 83Q: 3 clusters Score -1991024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1991022.500000 Penalty: 3200.179199
	Iteration 84Q: 3 clusters Score -1991022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1991020.500000 Penalty: 3200.179199
	Iteration 85Q: 3 clusters Score -1991020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1991026.500000 Penalty: 3200.179199
	Iteration 86Q: 3 clusters Score -1991026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1991026.250000 Penalty: 3200.179199
	Iteration 87Q: 3 clusters Score -1991026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1991028.750000 Penalty: 3200.179199
	Iteration 88Q: 3 clusters Score -1991029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1991031.125000 Penalty: 3200.179199
	Iteration 89Q: 3 clusters Score -1991031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1991033.000000 Penalty: 3200.179199
	Iteration 90Q: 3 clusters Score -1991033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1991031.500000 Penalty: 3200.179199
	Iteration 91Q: 3 clusters Score -1991032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1991036.000000 Penalty: 3200.179199
	Iteration 92Q: 3 clusters Score -1991036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1991032.125000 Penalty: 3200.179199
	Iteration 93Q: 3 clusters Score -1991032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1991035.750000 Penalty: 3200.179199
	Iteration 94Q: 3 clusters Score -1991036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1991041.250000 Penalty: 3200.179199
	Iteration 95Q: 3 clusters Score -1991041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1991043.375000 Penalty: 3200.179199
	Iteration 96Q: 3 clusters Score -1991043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1991043.625000 Penalty: 3200.179199
	Iteration 97Q: 3 clusters Score -1991044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1991053.875000 Penalty: 3200.179199
	Iteration 98Q: 3 clusters Score -1991054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1991052.875000 Penalty: 3200.179199
	Iteration 99Q: 3 clusters Score -1991053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1991052.500000 Penalty: 3200.179199
	Iteration 100F: 3 clusters Score -1991052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1991056.500000 Penalty: 3200.179199
	Iteration 101Q: 3 clusters Score -1991056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1991053.875000 Penalty: 3200.179199
	Iteration 102Q: 3 clusters Score -1991054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1991058.375000 Penalty: 3200.179199
	Iteration 103Q: 3 clusters Score -1991058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1991060.375000 Penalty: 3200.179199
	Iteration 104Q: 3 clusters Score -1991060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1991067.875000 Penalty: 3200.179199
	Iteration 105Q: 3 clusters Score -1991068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1991071.375000 Penalty: 3200.179199
	Iteration 106Q: 3 clusters Score -1991071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1991073.625000 Penalty: 3200.179199
	Iteration 107Q: 3 clusters Score -1991074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1991074.875000 Penalty: 3200.179199
	Iteration 108Q: 3 clusters Score -1991075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1991072.125000 Penalty: 3200.179199
	Iteration 109Q: 3 clusters Score -1991072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1991071.875000 Penalty: 3200.179199
	Iteration 110Q: 3 clusters Score -1991072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1991072.250000 Penalty: 3200.179199
	Iteration 111Q: 3 clusters Score -1991072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1991073.250000 Penalty: 3200.179199
	Iteration 112Q: 3 clusters Score -1991073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1991077.500000 Penalty: 3200.179199
	Iteration 113Q: 3 clusters Score -1991078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1991073.625000 Penalty: 3200.179199
	Iteration 114Q: 3 clusters Score -1991074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1991075.250000 Penalty: 3200.179199
	Iteration 115Q: 3 clusters Score -1991075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1991074.500000 Penalty: 3200.179199
	Iteration 116Q: 3 clusters Score -1991074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1991074.375000 Penalty: 3200.179199
	Iteration 117Q: 3 clusters Score -1991074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1991075.500000 Penalty: 3200.179199
	Iteration 118Q: 3 clusters Score -1991076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1991075.500000 Penalty: 3200.179199
	Iteration 119F: 3 clusters Score -1991076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Entering Unmasked Estep 
Score: -468173.468750 Penalty: 1369.324463
	Iteration 0F: 2 clusters Score -468173.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -464441.718750 Penalty: 2738.648926
	Iteration 0F: 3 clusters Score -464441.7 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -465560.156250 Penalty: 2738.648926
	Iteration 1F: 3 clusters Score -465560.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -465802.625000 Penalty: 2738.648926
	Iteration 2F: 3 clusters Score -465802.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -465994.156250 Penalty: 2738.648926
	Iteration 3F: 3 clusters Score -465994.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -466165.125000 Penalty: 2738.648926
	Iteration 4Q: 3 clusters Score -466165.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -466318.562500 Penalty: 2738.648926
	Iteration 5Q: 3 clusters Score -466318.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -466450.062500 Penalty: 2738.648926
	Iteration 6Q: 3 clusters Score -466450.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -466558.812500 Penalty: 2738.648926
	Iteration 7Q: 3 clusters Score -466558.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -466663.718750 Penalty: 2738.648926
	Iteration 8Q: 3 clusters Score -466663.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -466765.468750 Penalty: 2738.648926
	Iteration 9Q: 3 clusters Score -466765.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -466842.156250 Penalty: 2738.648926
	Iteration 10Q: 3 clusters Score -466842.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -466910.656250 Penalty: 2738.648926
	Iteration 11Q: 3 clusters Score -466910.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -466997.843750 Penalty: 2738.648926
	Iteration 12Q: 3 clusters Score -466997.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -467068.156250 Penalty: 2738.648926
	Iteration 13Q: 3 clusters Score -467068.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -467118.875000 Penalty: 2738.648926
	Iteration 14Q: 3 clusters Score -467118.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -467175.593750 Penalty: 2738.648926
	Iteration 15Q: 3 clusters Score -467175.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -467217.875000 Penalty: 2738.648926
	Iteration 16Q: 3 clusters Score -467217.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -467255.125000 Penalty: 2738.648926
	Iteration 17Q: 3 clusters Score -467255.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -467299.218750 Penalty: 2738.648926
	Iteration 18Q: 3 clusters Score -467299.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -467327.687500 Penalty: 2738.648926
	Iteration 19Q: 3 clusters Score -467327.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -467359.843750 Penalty: 2738.648926
	Iteration 20F: 3 clusters Score -467359.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -467393.750000 Penalty: 2738.648926
	Iteration 21Q: 3 clusters Score -467393.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -467425.687500 Penalty: 2738.648926
	Iteration 22Q: 3 clusters Score -467425.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -467449.531250 Penalty: 2738.648926
	Iteration 23Q: 3 clusters Score -467449.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -467468.250000 Penalty: 2738.648926
	Iteration 24Q: 3 clusters Score -467468.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -467486.031250 Penalty: 2738.648926
	Iteration 25Q: 3 clusters Score -467486 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -467499.593750 Penalty: 2738.648926
	Iteration 26Q: 3 clusters Score -467499.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -467510.343750 Penalty: 2738.648926
	Iteration 27Q: 3 clusters Score -467510.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -467518.312500 Penalty: 2738.648926
	Iteration 28Q: 3 clusters Score -467518.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -467522.687500 Penalty: 2738.648926
	Iteration 29Q: 3 clusters Score -467522.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -467524.812500 Penalty: 2738.648926
	Iteration 30Q: 3 clusters Score -467524.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -467526.500000 Penalty: 2738.648926
	Iteration 31Q: 3 clusters Score -467526.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -467527.500000 Penalty: 2738.648926
	Iteration 32Q: 3 clusters Score -467527.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -467527.718750 Penalty: 2738.648926
	Iteration 33Q: 3 clusters Score -467527.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -467529.156250 Penalty: 2738.648926
	Iteration 34Q: 3 clusters Score -467529.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -467528.937500 Penalty: 2738.648926
	Iteration 35Q: 3 clusters Score -467528.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -467529.812500 Penalty: 2738.648926
	Iteration 36Q: 3 clusters Score -467529.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -467529.906250 Penalty: 2738.648926
	Iteration 37Q: 3 clusters Score -467529.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -467529.906250 Penalty: 2738.648926
	Iteration 38F: 3 clusters Score -467529.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Entering Unmasked Estep 
Score: -2547742.500000 Penalty: 1638.788208
	Iteration 0F: 2 clusters Score -2547742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2531428.000000 Penalty: 3277.576416
	Iteration 0F: 3 clusters Score -2531428 nChanged 10997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -2537411.250000 Penalty: 3277.576416
	Iteration 1F: 3 clusters Score -2537411 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2537851.250000 Penalty: 3277.576416
	Iteration 2F: 3 clusters Score -2537851 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2538277.250000 Penalty: 3277.576416
	Iteration 3Q: 3 clusters Score -2538277 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2538848.000000 Penalty: 3277.576416
	Iteration 4F: 3 clusters Score -2538848 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2539695.250000 Penalty: 3277.576416
	Iteration 5F: 3 clusters Score -2539695 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2540936.000000 Penalty: 3277.576416
	Iteration 6F: 3 clusters Score -2540936 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2542571.500000 Penalty: 3277.576416
	Iteration 7F: 3 clusters Score -2542572 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -2544143.750000 Penalty: 3277.576416
	Iteration 8F: 3 clusters Score -2544144 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -2545244.500000 Penalty: 3277.576416
	Iteration 9Q: 3 clusters Score -2545244 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -2545782.500000 Penalty: 3277.576416
	Iteration 10Q: 3 clusters Score -2545782 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -2546037.000000 Penalty: 3277.576416
	Iteration 11Q: 3 clusters Score -2546037 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -2546157.000000 Penalty: 3277.576416
	Iteration 12Q: 3 clusters Score -2546157 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -2546241.750000 Penalty: 3277.576416
	Iteration 13Q: 3 clusters Score -2546242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -2546277.000000 Penalty: 3277.576416
	Iteration 14Q: 3 clusters Score -2546277 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -2546309.500000 Penalty: 3277.576416
	Iteration 15Q: 3 clusters Score -2546310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -2546318.250000 Penalty: 3277.576416
	Iteration 16Q: 3 clusters Score -2546318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -2546317.500000 Penalty: 3277.576416
	Iteration 17Q: 3 clusters Score -2546318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -2546318.000000 Penalty: 3277.576416
	Iteration 18Q: 3 clusters Score -2546318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -2546319.500000 Penalty: 3277.576416
	Iteration 19Q: 3 clusters Score -2546320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -2546318.750000 Penalty: 3277.576416
	Iteration 20F: 3 clusters Score -2546319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Entering Unmasked Estep 
Score: -1981477.750000 Penalty: 1599.564331
	Iteration 0F: 2 clusters Score -1981478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1968698.250000 Penalty: 3199.128662
	Iteration 0F: 3 clusters Score -1968698 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1973250.750000 Penalty: 3199.128662
	Iteration 1F: 3 clusters Score -1973251 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1973681.250000 Penalty: 3199.128662
	Iteration 2F: 3 clusters Score -1973681 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1974119.625000 Penalty: 3199.128662
	Iteration 3F: 3 clusters Score -1974120 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1974609.375000 Penalty: 3199.128662
	Iteration 4F: 3 clusters Score -1974609 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1975155.500000 Penalty: 3199.128662
	Iteration 5F: 3 clusters Score -1975156 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1975750.625000 Penalty: 3199.128662
	Iteration 6F: 3 clusters Score -1975751 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1976401.250000 Penalty: 3199.128662
	Iteration 7F: 3 clusters Score -1976401 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1977172.000000 Penalty: 3199.128662
	Iteration 8F: 3 clusters Score -1977172 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1977853.625000 Penalty: 3199.128662
	Iteration 9Q: 3 clusters Score -1977854 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1978405.625000 Penalty: 3199.128662
	Iteration 10Q: 3 clusters Score -1978406 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -1978863.250000 Penalty: 3199.128662
	Iteration 11Q: 3 clusters Score -1978863 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -1979183.750000 Penalty: 3199.128662
	Iteration 12Q: 3 clusters Score -1979184 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -1979391.750000 Penalty: 3199.128662
	Iteration 13Q: 3 clusters Score -1979392 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -1979549.750000 Penalty: 3199.128662
	Iteration 14Q: 3 clusters Score -1979550 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -1979641.875000 Penalty: 3199.128662
	Iteration 15Q: 3 clusters Score -1979642 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -1979726.375000 Penalty: 3199.128662
	Iteration 16Q: 3 clusters Score -1979726 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -1979802.625000 Penalty: 3199.128662
	Iteration 17Q: 3 clusters Score -1979803 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -1979864.625000 Penalty: 3199.128662
	Iteration 18Q: 3 clusters Score -1979865 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -1979922.000000 Penalty: 3199.128662
	Iteration 19Q: 3 clusters Score -1979922 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -1979971.250000 Penalty: 3199.128662
	Iteration 20F: 3 clusters Score -1979971 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -1980002.750000 Penalty: 3199.128662
	Iteration 21Q: 3 clusters Score -1980003 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -1980029.375000 Penalty: 3199.128662
	Iteration 22Q: 3 clusters Score -1980029 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -1980056.125000 Penalty: 3199.128662
	Iteration 23Q: 3 clusters Score -1980056 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -1980076.375000 Penalty: 3199.128662
	Iteration 24Q: 3 clusters Score -1980076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -1980098.250000 Penalty: 3199.128662
	Iteration 25Q: 3 clusters Score -1980098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -1980112.750000 Penalty: 3199.128662
	Iteration 26Q: 3 clusters Score -1980113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -1980122.875000 Penalty: 3199.128662
	Iteration 27Q: 3 clusters Score -1980123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -1980131.750000 Penalty: 3199.128662
	Iteration 28Q: 3 clusters Score -1980132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -1980142.000000 Penalty: 3199.128662
	Iteration 29Q: 3 clusters Score -1980142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -1980150.125000 Penalty: 3199.128662
	Iteration 30Q: 3 clusters Score -1980150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -1980157.000000 Penalty: 3199.128662
	Iteration 31Q: 3 clusters Score -1980157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -1980163.875000 Penalty: 3199.128662
	Iteration 32Q: 3 clusters Score -1980164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -1980167.375000 Penalty: 3199.128662
	Iteration 33Q: 3 clusters Score -1980167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -1980172.125000 Penalty: 3199.128662
	Iteration 34Q: 3 clusters Score -1980172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -1980180.375000 Penalty: 3199.128662
	Iteration 35Q: 3 clusters Score -1980180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -1980182.500000 Penalty: 3199.128662
	Iteration 36Q: 3 clusters Score -1980182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -1980190.000000 Penalty: 3199.128662
	Iteration 37Q: 3 clusters Score -1980190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -1980194.750000 Penalty: 3199.128662
	Iteration 38Q: 3 clusters Score -1980195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -1980198.875000 Penalty: 3199.128662
	Iteration 39Q: 3 clusters Score -1980199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -1980201.500000 Penalty: 3199.128662
	Iteration 40F: 3 clusters Score -1980202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -1980202.500000 Penalty: 3199.128662
	Iteration 41Q: 3 clusters Score -1980202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -1980202.625000 Penalty: 3199.128662
	Iteration 42Q: 3 clusters Score -1980203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -1980201.875000 Penalty: 3199.128662
	Iteration 43Q: 3 clusters Score -1980202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -1980201.875000 Penalty: 3199.128662
	Iteration 44F: 3 clusters Score -1980202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Entering Unmasked Estep 
Score: -1630359.875000 Penalty: 1569.368286
	Iteration 0F: 2 clusters Score -1630360 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 7780 members 
Entering Unmasked Estep 
Score: -1619498.875000 Penalty: 3138.736572
	Iteration 0F: 3 clusters Score -1619499 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1623550.125000 Penalty: 3138.736572
	Iteration 1F: 3 clusters Score -1623550 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1624205.125000 Penalty: 3138.736572
	Iteration 2F: 3 clusters Score -1624205 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1624918.000000 Penalty: 3138.736572
	Iteration 3F: 3 clusters Score -1624918 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1625644.875000 Penalty: 3138.736572
	Iteration 4F: 3 clusters Score -1625645 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1626204.000000 Penalty: 3138.736572
	Iteration 5F: 3 clusters Score -1626204 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1626630.000000 Penalty: 3138.736572
	Iteration 6F: 3 clusters Score -1626630 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1626977.875000 Penalty: 3138.736572
	Iteration 7Q: 3 clusters Score -1626978 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1627250.000000 Penalty: 3138.736572
	Iteration 8Q: 3 clusters Score -1627250 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1627478.500000 Penalty: 3138.736572
	Iteration 9Q: 3 clusters Score -1627478 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1627727.875000 Penalty: 3138.736572
	Iteration 10Q: 3 clusters Score -1627728 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1627986.375000 Penalty: 3138.736572
	Iteration 11Q: 3 clusters Score -1627986 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1628215.750000 Penalty: 3138.736572
	Iteration 12Q: 3 clusters Score -1628216 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1628376.375000 Penalty: 3138.736572
	Iteration 13Q: 3 clusters Score -1628376 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1628504.375000 Penalty: 3138.736572
	Iteration 14Q: 3 clusters Score -1628504 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1628605.125000 Penalty: 3138.736572
	Iteration 15Q: 3 clusters Score -1628605 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1628681.625000 Penalty: 3138.736572
	Iteration 16Q: 3 clusters Score -1628682 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1628743.750000 Penalty: 3138.736572
	Iteration 17Q: 3 clusters Score -1628744 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1628799.125000 Penalty: 3138.736572
	Iteration 18Q: 3 clusters Score -1628799 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1628845.500000 Penalty: 3138.736572
	Iteration 19Q: 3 clusters Score -1628846 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1628884.375000 Penalty: 3138.736572
	Iteration 20F: 3 clusters Score -1628884 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1628917.000000 Penalty: 3138.736572
	Iteration 21Q: 3 clusters Score -1628917 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1628941.875000 Penalty: 3138.736572
	Iteration 22Q: 3 clusters Score -1628942 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1628972.000000 Penalty: 3138.736572
	Iteration 23Q: 3 clusters Score -1628972 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1629008.875000 Penalty: 3138.736572
	Iteration 24Q: 3 clusters Score -1629009 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1629033.750000 Penalty: 3138.736572
	Iteration 25Q: 3 clusters Score -1629034 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1629057.625000 Penalty: 3138.736572
	Iteration 26Q: 3 clusters Score -1629058 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1629082.875000 Penalty: 3138.736572
	Iteration 27Q: 3 clusters Score -1629083 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1629102.125000 Penalty: 3138.736572
	Iteration 28Q: 3 clusters Score -1629102 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1629123.125000 Penalty: 3138.736572
	Iteration 29Q: 3 clusters Score -1629123 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1629135.125000 Penalty: 3138.736572
	Iteration 30Q: 3 clusters Score -1629135 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1629143.375000 Penalty: 3138.736572
	Iteration 31Q: 3 clusters Score -1629143 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1629147.000000 Penalty: 3138.736572
	Iteration 32Q: 3 clusters Score -1629147 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1629153.125000 Penalty: 3138.736572
	Iteration 33Q: 3 clusters Score -1629153 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1629161.125000 Penalty: 3138.736572
	Iteration 34Q: 3 clusters Score -1629161 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1629161.875000 Penalty: 3138.736572
	Iteration 35Q: 3 clusters Score -1629162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1629167.375000 Penalty: 3138.736572
	Iteration 36Q: 3 clusters Score -1629167 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1629172.125000 Penalty: 3138.736572
	Iteration 37Q: 3 clusters Score -1629172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1629175.875000 Penalty: 3138.736572
	Iteration 38Q: 3 clusters Score -1629176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1629180.375000 Penalty: 3138.736572
	Iteration 39Q: 3 clusters Score -1629180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1629179.375000 Penalty: 3138.736572
	Iteration 40F: 3 clusters Score -1629179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1629184.000000 Penalty: 3138.736572
	Iteration 41Q: 3 clusters Score -1629184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1629191.625000 Penalty: 3138.736572
	Iteration 42Q: 3 clusters Score -1629192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1629193.875000 Penalty: 3138.736572
	Iteration 43Q: 3 clusters Score -1629194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1629196.500000 Penalty: 3138.736572
	Iteration 44Q: 3 clusters Score -1629196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1629200.375000 Penalty: 3138.736572
	Iteration 45Q: 3 clusters Score -1629200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1629201.750000 Penalty: 3138.736572
	Iteration 46Q: 3 clusters Score -1629202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1629204.125000 Penalty: 3138.736572
	Iteration 47Q: 3 clusters Score -1629204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1629210.375000 Penalty: 3138.736572
	Iteration 48Q: 3 clusters Score -1629210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1629209.625000 Penalty: 3138.736572
	Iteration 49Q: 3 clusters Score -1629210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1629215.375000 Penalty: 3138.736572
	Iteration 50Q: 3 clusters Score -1629215 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1629220.250000 Penalty: 3138.736572
	Iteration 51Q: 3 clusters Score -1629220 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1629233.000000 Penalty: 3138.736572
	Iteration 52Q: 3 clusters Score -1629233 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1629235.875000 Penalty: 3138.736572
	Iteration 53Q: 3 clusters Score -1629236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1629237.125000 Penalty: 3138.736572
	Iteration 54Q: 3 clusters Score -1629237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1629244.125000 Penalty: 3138.736572
	Iteration 55Q: 3 clusters Score -1629244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1629242.250000 Penalty: 3138.736572
	Iteration 56Q: 3 clusters Score -1629242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1629245.500000 Penalty: 3138.736572
	Iteration 57Q: 3 clusters Score -1629246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1629244.250000 Penalty: 3138.736572
	Iteration 58Q: 3 clusters Score -1629244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1629248.125000 Penalty: 3138.736572
	Iteration 59Q: 3 clusters Score -1629248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1629248.500000 Penalty: 3138.736572
	Iteration 60F: 3 clusters Score -1629248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1629251.750000 Penalty: 3138.736572
	Iteration 61Q: 3 clusters Score -1629252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1629251.750000 Penalty: 3138.736572
	Iteration 62Q: 3 clusters Score -1629252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1629255.500000 Penalty: 3138.736572
	Iteration 63Q: 3 clusters Score -1629256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1629259.750000 Penalty: 3138.736572
	Iteration 64Q: 3 clusters Score -1629260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1629263.375000 Penalty: 3138.736572
	Iteration 65Q: 3 clusters Score -1629263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1629262.250000 Penalty: 3138.736572
	Iteration 66Q: 3 clusters Score -1629262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1629264.625000 Penalty: 3138.736572
	Iteration 67Q: 3 clusters Score -1629265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1629266.750000 Penalty: 3138.736572
	Iteration 68Q: 3 clusters Score -1629267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1629269.625000 Penalty: 3138.736572
	Iteration 69Q: 3 clusters Score -1629270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1629269.625000 Penalty: 3138.736572
	Iteration 70Q: 3 clusters Score -1629270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1629268.875000 Penalty: 3138.736572
	Iteration 71Q: 3 clusters Score -1629269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1629270.125000 Penalty: 3138.736572
	Iteration 72Q: 3 clusters Score -1629270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1629266.625000 Penalty: 3138.736572
	Iteration 73Q: 3 clusters Score -1629267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1629266.625000 Penalty: 3138.736572
	Iteration 74Q: 3 clusters Score -1629267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1629266.625000 Penalty: 3138.736572
	Iteration 75F: 3 clusters Score -1629267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (121072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121072 members 
Entering Unmasked Estep 
Score: -13013772.000000 Penalty: 1901.922852
	Iteration 0F: 2 clusters Score -1.301377e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60278 members 
Mstep: Class 2 contains 60794 members 
Entering Unmasked Estep 
Score: -12933032.000000 Penalty: 3803.845703
	Iteration 0F: 3 clusters Score -1.293303e+07 nChanged 58122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 66006 members 
Entering Unmasked Estep 
Score: -12967376.000000 Penalty: 3803.845703
	Iteration 1F: 3 clusters Score -1.296738e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 69609 members 
Entering Unmasked Estep 
Score: -12969465.000000 Penalty: 3803.845703
	Iteration 2Q: 3 clusters Score -1.296946e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 75137 members 
Entering Unmasked Estep 
Score: -12973106.000000 Penalty: 3803.845703
	Iteration 3F: 3 clusters Score -1.297311e+07 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 82764 members 
Entering Unmasked Estep 
Score: -12978779.000000 Penalty: 3803.845703
	Iteration 4F: 3 clusters Score -1.297878e+07 nChanged 10035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 91861 members 
Entering Unmasked Estep 
Score: -12986666.000000 Penalty: 3803.845703
	Iteration 5F: 3 clusters Score -1.298667e+07 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 100834 members 
Entering Unmasked Estep 
Score: -12994828.000000 Penalty: 3803.845703
	Iteration 6F: 3 clusters Score -1.299483e+07 nChanged 7479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 108087 members 
Entering Unmasked Estep 
Score: -13001424.000000 Penalty: 3803.845703
	Iteration 7F: 3 clusters Score -1.300142e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 113015 members 
Entering Unmasked Estep 
Score: -13006099.000000 Penalty: 3803.845703
	Iteration 8Q: 3 clusters Score -1.30061e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 115899 members 
Entering Unmasked Estep 
Score: -13008837.000000 Penalty: 3803.845703
	Iteration 9Q: 3 clusters Score -1.300884e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 117371 members 
Entering Unmasked Estep 
Score: -13010204.000000 Penalty: 3803.845703
	Iteration 10Q: 3 clusters Score -1.30102e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 118196 members 
Entering Unmasked Estep 
Score: -13010953.000000 Penalty: 3803.845703
	Iteration 11Q: 3 clusters Score -1.301095e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 118714 members 
Entering Unmasked Estep 
Score: -13011359.000000 Penalty: 3803.845703
	Iteration 12Q: 3 clusters Score -1.301136e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 119050 members 
Entering Unmasked Estep 
Score: -13011550.000000 Penalty: 3803.845703
	Iteration 13Q: 3 clusters Score -1.301155e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 119293 members 
Entering Unmasked Estep 
Score: -13011676.000000 Penalty: 3803.845703
	Iteration 14Q: 3 clusters Score -1.301168e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 119488 members 
Entering Unmasked Estep 
Score: -13011789.000000 Penalty: 3803.845703
	Iteration 15Q: 3 clusters Score -1.301179e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 119648 members 
Entering Unmasked Estep 
Score: -13011893.000000 Penalty: 3803.845703
	Iteration 16Q: 3 clusters Score -1.301189e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 119759 members 
Entering Unmasked Estep 
Score: -13011956.000000 Penalty: 3803.845703
	Iteration 17Q: 3 clusters Score -1.301196e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 119843 members 
Entering Unmasked Estep 
Score: -13012009.000000 Penalty: 3803.845703
	Iteration 18Q: 3 clusters Score -1.301201e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 119908 members 
Entering Unmasked Estep 
Score: -13012054.000000 Penalty: 3803.845703
	Iteration 19Q: 3 clusters Score -1.301205e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 119972 members 
Entering Unmasked Estep 
Score: -13012098.000000 Penalty: 3803.845703
	Iteration 20F: 3 clusters Score -1.30121e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 120025 members 
Entering Unmasked Estep 
Score: -13012142.000000 Penalty: 3803.845703
	Iteration 21Q: 3 clusters Score -1.301214e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 120067 members 
Entering Unmasked Estep 
Score: -13012144.000000 Penalty: 3803.845703
	Iteration 22Q: 3 clusters Score -1.301214e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 120108 members 
Entering Unmasked Estep 
Score: -13012170.000000 Penalty: 3803.845703
	Iteration 23Q: 3 clusters Score -1.301217e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 120142 members 
Entering Unmasked Estep 
Score: -13012190.000000 Penalty: 3803.845703
	Iteration 24Q: 3 clusters Score -1.301219e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 120170 members 
Entering Unmasked Estep 
Score: -13012197.000000 Penalty: 3803.845703
	Iteration 25Q: 3 clusters Score -1.30122e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 120201 members 
Entering Unmasked Estep 
Score: -13012235.000000 Penalty: 3803.845703
	Iteration 26Q: 3 clusters Score -1.301224e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 120229 members 
Entering Unmasked Estep 
Score: -13012255.000000 Penalty: 3803.845703
	Iteration 27Q: 3 clusters Score -1.301226e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 120251 members 
Entering Unmasked Estep 
Score: -13012278.000000 Penalty: 3803.845703
	Iteration 28Q: 3 clusters Score -1.301228e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 120267 members 
Entering Unmasked Estep 
Score: -13012296.000000 Penalty: 3803.845703
	Iteration 29Q: 3 clusters Score -1.30123e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 120279 members 
Entering Unmasked Estep 
Score: -13012311.000000 Penalty: 3803.845703
	Iteration 30Q: 3 clusters Score -1.301231e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 120291 members 
Entering Unmasked Estep 
Score: -13012314.000000 Penalty: 3803.845703
	Iteration 31Q: 3 clusters Score -1.301231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 120290 members 
Entering Unmasked Estep 
Score: -13012312.000000 Penalty: 3803.845703
	Iteration 32Q: 3 clusters Score -1.301231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 120292 members 
Entering Unmasked Estep 
Score: -13012318.000000 Penalty: 3803.845703
	Iteration 33Q: 3 clusters Score -1.301232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 120291 members 
Entering Unmasked Estep 
Score: -13012315.000000 Penalty: 3803.845703
	Iteration 34Q: 3 clusters Score -1.301232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 120290 members 
Entering Unmasked Estep 
Score: -13012312.000000 Penalty: 3803.845703
	Iteration 35Q: 3 clusters Score -1.301231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 120290 members 
Entering Unmasked Estep 
Score: -13012312.000000 Penalty: 3803.845703
	Iteration 36F: 3 clusters Score -1.301231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Entering Unmasked Estep 
Score: -4089561.250000 Penalty: 1727.872803
	Iteration 0F: 2 clusters Score -4089561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -4061712.750000 Penalty: 3455.745605
	Iteration 0F: 3 clusters Score -4061713 nChanged 19301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -4072635.250000 Penalty: 3455.745605
	Iteration 1F: 3 clusters Score -4072635 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -4073325.000000 Penalty: 3455.745605
	Iteration 2Q: 3 clusters Score -4073325 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -4074072.250000 Penalty: 3455.745605
	Iteration 3Q: 3 clusters Score -4074072 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -4074863.000000 Penalty: 3455.745605
	Iteration 4Q: 3 clusters Score -4074863 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -4075751.000000 Penalty: 3455.745605
	Iteration 5Q: 3 clusters Score -4075751 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -4076828.250000 Penalty: 3455.745605
	Iteration 6F: 3 clusters Score -4076828 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -4078134.250000 Penalty: 3455.745605
	Iteration 7F: 3 clusters Score -4078134 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -4079743.750000 Penalty: 3455.745605
	Iteration 8F: 3 clusters Score -4079744 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -4081420.750000 Penalty: 3455.745605
	Iteration 9F: 3 clusters Score -4081421 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -4082899.500000 Penalty: 3455.745605
	Iteration 10Q: 3 clusters Score -4082900 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -4084061.000000 Penalty: 3455.745605
	Iteration 11Q: 3 clusters Score -4084061 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -4084809.000000 Penalty: 3455.745605
	Iteration 12Q: 3 clusters Score -4084809 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -4085468.750000 Penalty: 3455.745605
	Iteration 13Q: 3 clusters Score -4085469 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -4086023.750000 Penalty: 3455.745605
	Iteration 14Q: 3 clusters Score -4086024 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -4086591.250000 Penalty: 3455.745605
	Iteration 15Q: 3 clusters Score -4086591 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -4087237.500000 Penalty: 3455.745605
	Iteration 16Q: 3 clusters Score -4087238 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -4087851.500000 Penalty: 3455.745605
	Iteration 17Q: 3 clusters Score -4087852 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -4088359.750000 Penalty: 3455.745605
	Iteration 18Q: 3 clusters Score -4088360 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -4088746.250000 Penalty: 3455.745605
	Iteration 19Q: 3 clusters Score -4088746 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -4089069.750000 Penalty: 3455.745605
	Iteration 20F: 3 clusters Score -4089070 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4089255.750000 Penalty: 3455.745605
	Iteration 21Q: 3 clusters Score -4089256 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4089384.500000 Penalty: 3455.745605
	Iteration 22Q: 3 clusters Score -4089384 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4089482.750000 Penalty: 3455.745605
	Iteration 23Q: 3 clusters Score -4089483 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4089515.000000 Penalty: 3455.745605
	Iteration 24Q: 3 clusters Score -4089515 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4089538.000000 Penalty: 3455.745605
	Iteration 25Q: 3 clusters Score -4089538 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4089558.000000 Penalty: 3455.745605
	Iteration 26Q: 3 clusters Score -4089558 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4089574.500000 Penalty: 3455.745605
	Iteration 27Q: 3 clusters Score -4089574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4089579.750000 Penalty: 3455.745605
	Iteration 28Q: 3 clusters Score -4089580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4089584.250000 Penalty: 3455.745605
	Iteration 29Q: 3 clusters Score -4089584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4089599.000000 Penalty: 3455.745605
	Iteration 30Q: 3 clusters Score -4089599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4089604.500000 Penalty: 3455.745605
	Iteration 31Q: 3 clusters Score -4089604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4089618.250000 Penalty: 3455.745605
	Iteration 32Q: 3 clusters Score -4089618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4089619.750000 Penalty: 3455.745605
	Iteration 33Q: 3 clusters Score -4089620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4089624.250000 Penalty: 3455.745605
	Iteration 34Q: 3 clusters Score -4089624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4089620.750000 Penalty: 3455.745605
	Iteration 35Q: 3 clusters Score -4089621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4089620.750000 Penalty: 3455.745605
	Iteration 36F: 3 clusters Score -4089621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18896 members 
Mstep: Class 3 contains 4567 members 
Mstep: Class 4 contains 23977 members 
Mstep: Class 5 contains 18835 members 
Mstep: Class 6 contains 15641 members 
Mstep: Class 7 contains 121072 members 
Mstep: Class 8 contains 40056 members 
Mstep: Class 9 contains 11790 members 
Mstep: Class 10 contains 174620 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 6841 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 18585 members 
Mstep: Class 19 contains 28375 members 
Mstep: Class 20 contains 24986 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 29123 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38896 members 
Mstep: Class 26 contains 10845 members 
Mstep: Class 27 contains 4449 members 
Mstep: Class 28 contains 5401 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3392 members 
Mstep: Class 31 contains 5472 members 
Mstep: Class 32 contains 15616 members 
Mstep: Class 33 contains 333 members 
Mstep: Class 34 contains 1428 members 
Entering Unmasked Estep 
Score: -65948200.000000 Penalty: 73876.734375
Splitting cluster 8 changes total score from -65948956.000000 to -65948200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (11790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Entering Unmasked Estep 
Score: -1246855.250000 Penalty: 1523.438599
	Iteration 0F: 2 clusters Score -1246855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1238550.125000 Penalty: 3046.877197
	Iteration 0F: 3 clusters Score -1238550 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1241246.125000 Penalty: 3046.877197
	Iteration 1F: 3 clusters Score -1241246 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1241462.625000 Penalty: 3046.877197
	Iteration 2F: 3 clusters Score -1241463 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1241644.625000 Penalty: 3046.877197
	Iteration 3Q: 3 clusters Score -1241645 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1241789.125000 Penalty: 3046.877197
	Iteration 4Q: 3 clusters Score -1241789 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1241924.625000 Penalty: 3046.877197
	Iteration 5Q: 3 clusters Score -1241925 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1242044.750000 Penalty: 3046.877197
	Iteration 6Q: 3 clusters Score -1242045 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1242154.375000 Penalty: 3046.877197
	Iteration 7Q: 3 clusters Score -1242154 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1242243.250000 Penalty: 3046.877197
	Iteration 8Q: 3 clusters Score -1242243 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1242322.375000 Penalty: 3046.877197
	Iteration 9Q: 3 clusters Score -1242322 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1242408.375000 Penalty: 3046.877197
	Iteration 10Q: 3 clusters Score -1242408 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1242485.875000 Penalty: 3046.877197
	Iteration 11Q: 3 clusters Score -1242486 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1242570.750000 Penalty: 3046.877197
	Iteration 12Q: 3 clusters Score -1242571 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1242670.750000 Penalty: 3046.877197
	Iteration 13Q: 3 clusters Score -1242671 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1242779.500000 Penalty: 3046.877197
	Iteration 14Q: 3 clusters Score -1242780 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1242904.250000 Penalty: 3046.877197
	Iteration 15Q: 3 clusters Score -1242904 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1243079.500000 Penalty: 3046.877197
	Iteration 16Q: 3 clusters Score -1243080 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1243280.125000 Penalty: 3046.877197
	Iteration 17Q: 3 clusters Score -1243280 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1243512.625000 Penalty: 3046.877197
	Iteration 18Q: 3 clusters Score -1243513 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1243793.000000 Penalty: 3046.877197
	Iteration 19Q: 3 clusters Score -1243793 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1244094.000000 Penalty: 3046.877197
	Iteration 20F: 3 clusters Score -1244094 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1244380.875000 Penalty: 3046.877197
	Iteration 21Q: 3 clusters Score -1244381 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1244640.625000 Penalty: 3046.877197
	Iteration 22Q: 3 clusters Score -1244641 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1244844.250000 Penalty: 3046.877197
	Iteration 23Q: 3 clusters Score -1244844 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1245020.875000 Penalty: 3046.877197
	Iteration 24Q: 3 clusters Score -1245021 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1245147.500000 Penalty: 3046.877197
	Iteration 25Q: 3 clusters Score -1245148 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1245251.875000 Penalty: 3046.877197
	Iteration 26Q: 3 clusters Score -1245252 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1245340.125000 Penalty: 3046.877197
	Iteration 27Q: 3 clusters Score -1245340 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1245392.500000 Penalty: 3046.877197
	Iteration 28Q: 3 clusters Score -1245392 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1245429.250000 Penalty: 3046.877197
	Iteration 29Q: 3 clusters Score -1245429 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1245452.375000 Penalty: 3046.877197
	Iteration 30Q: 3 clusters Score -1245452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1245468.250000 Penalty: 3046.877197
	Iteration 31Q: 3 clusters Score -1245468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1245482.125000 Penalty: 3046.877197
	Iteration 32Q: 3 clusters Score -1245482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1245490.500000 Penalty: 3046.877197
	Iteration 33Q: 3 clusters Score -1245490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1245496.875000 Penalty: 3046.877197
	Iteration 34Q: 3 clusters Score -1245497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1245498.250000 Penalty: 3046.877197
	Iteration 35Q: 3 clusters Score -1245498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1245503.125000 Penalty: 3046.877197
	Iteration 36Q: 3 clusters Score -1245503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1245506.000000 Penalty: 3046.877197
	Iteration 37Q: 3 clusters Score -1245506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1245513.875000 Penalty: 3046.877197
	Iteration 38Q: 3 clusters Score -1245514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1245515.000000 Penalty: 3046.877197
	Iteration 39Q: 3 clusters Score -1245515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1245520.875000 Penalty: 3046.877197
	Iteration 40F: 3 clusters Score -1245521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1245522.750000 Penalty: 3046.877197
	Iteration 41Q: 3 clusters Score -1245523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1245527.375000 Penalty: 3046.877197
	Iteration 42Q: 3 clusters Score -1245527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1245528.125000 Penalty: 3046.877197
	Iteration 43Q: 3 clusters Score -1245528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1245528.125000 Penalty: 3046.877197
	Iteration 44Q: 3 clusters Score -1245528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1245530.875000 Penalty: 3046.877197
	Iteration 45Q: 3 clusters Score -1245531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1245530.625000 Penalty: 3046.877197
	Iteration 46Q: 3 clusters Score -1245531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1245531.875000 Penalty: 3046.877197
	Iteration 47Q: 3 clusters Score -1245532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1245537.125000 Penalty: 3046.877197
	Iteration 48Q: 3 clusters Score -1245537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1245537.500000 Penalty: 3046.877197
	Iteration 49Q: 3 clusters Score -1245538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1245540.375000 Penalty: 3046.877197
	Iteration 50Q: 3 clusters Score -1245540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1245543.875000 Penalty: 3046.877197
	Iteration 51Q: 3 clusters Score -1245544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1245545.375000 Penalty: 3046.877197
	Iteration 52Q: 3 clusters Score -1245545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1245545.125000 Penalty: 3046.877197
	Iteration 53Q: 3 clusters Score -1245545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1245545.875000 Penalty: 3046.877197
	Iteration 54Q: 3 clusters Score -1245546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1245545.875000 Penalty: 3046.877197
	Iteration 55F: 3 clusters Score -1245546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (174620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174620 members 
Entering Unmasked Estep 
Score: -18752316.000000 Penalty: 1961.434814
	Iteration 0F: 2 clusters Score -1.875232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87362 members 
Mstep: Class 2 contains 87258 members 
Entering Unmasked Estep 
Score: -18642512.000000 Penalty: 3922.869629
	Iteration 0F: 3 clusters Score -1.864251e+07 nChanged 84319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92767 members 
Mstep: Class 2 contains 81853 members 
Entering Unmasked Estep 
Score: -18693830.000000 Penalty: 3922.869629
	Iteration 1F: 3 clusters Score -1.869383e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96336 members 
Mstep: Class 2 contains 78284 members 
Entering Unmasked Estep 
Score: -18696262.000000 Penalty: 3922.869629
	Iteration 2Q: 3 clusters Score -1.869626e+07 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101482 members 
Mstep: Class 2 contains 73138 members 
Entering Unmasked Estep 
Score: -18699648.000000 Penalty: 3922.869629
	Iteration 3Q: 3 clusters Score -1.869965e+07 nChanged 10327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108783 members 
Mstep: Class 2 contains 65837 members 
Entering Unmasked Estep 
Score: -18704962.000000 Penalty: 3922.869629
	Iteration 4F: 3 clusters Score -1.870496e+07 nChanged 11744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118241 members 
Mstep: Class 2 contains 56379 members 
Entering Unmasked Estep 
Score: -18712282.000000 Penalty: 3922.869629
	Iteration 5F: 3 clusters Score -1.871228e+07 nChanged 12554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129357 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -18721420.000000 Penalty: 3922.869629
	Iteration 6F: 3 clusters Score -1.872142e+07 nChanged 12194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140983 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -18731132.000000 Penalty: 3922.869629
	Iteration 7F: 3 clusters Score -1.873113e+07 nChanged 10820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151689 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -18740332.000000 Penalty: 3922.869629
	Iteration 8F: 3 clusters Score -1.874033e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160544 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -18746110.000000 Penalty: 3922.869629
	Iteration 9F: 3 clusters Score -1.874611e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166666 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -18748790.000000 Penalty: 3922.869629
	Iteration 10Q: 3 clusters Score -1.874879e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170304 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -18750022.000000 Penalty: 3922.869629
	Iteration 11Q: 3 clusters Score -1.875002e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172250 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -18750510.000000 Penalty: 3922.869629
	Iteration 12Q: 3 clusters Score -1.875051e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173193 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -18750636.000000 Penalty: 3922.869629
	Iteration 13Q: 3 clusters Score -1.875064e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173670 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -18750794.000000 Penalty: 3922.869629
	Iteration 14Q: 3 clusters Score -1.875079e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173873 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -18750840.000000 Penalty: 3922.869629
	Iteration 15Q: 3 clusters Score -1.875084e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173985 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -18750854.000000 Penalty: 3922.869629
	Iteration 16Q: 3 clusters Score -1.875085e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174042 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -18750866.000000 Penalty: 3922.869629
	Iteration 17Q: 3 clusters Score -1.875087e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174083 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -18750894.000000 Penalty: 3922.869629
	Iteration 18Q: 3 clusters Score -1.875089e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174114 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -18750922.000000 Penalty: 3922.869629
	Iteration 19Q: 3 clusters Score -1.875092e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174136 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -18750912.000000 Penalty: 3922.869629
	Iteration 20F: 3 clusters Score -1.875091e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174147 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -18750918.000000 Penalty: 3922.869629
	Iteration 21Q: 3 clusters Score -1.875092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174160 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -18750914.000000 Penalty: 3922.869629
	Iteration 22Q: 3 clusters Score -1.875091e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174170 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -18750930.000000 Penalty: 3922.869629
	Iteration 23Q: 3 clusters Score -1.875093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174178 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -18750920.000000 Penalty: 3922.869629
	Iteration 24Q: 3 clusters Score -1.875092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174182 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -18750920.000000 Penalty: 3922.869629
	Iteration 25Q: 3 clusters Score -1.875092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174184 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -18750918.000000 Penalty: 3922.869629
	Iteration 26Q: 3 clusters Score -1.875092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174188 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -18750920.000000 Penalty: 3922.869629
	Iteration 27Q: 3 clusters Score -1.875092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174190 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -18750918.000000 Penalty: 3922.869629
	Iteration 28Q: 3 clusters Score -1.875092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174190 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -18750918.000000 Penalty: 3922.869629
	Iteration 29F: 3 clusters Score -1.875092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -21592.429688 Penalty: 879.392456
	Iteration 0F: 2 clusters Score -21592.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20777.953125 Penalty: 1758.784912
	Iteration 0F: 3 clusters Score -20777.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20843.402344 Penalty: 1758.784912
	Iteration 1F: 3 clusters Score -20843.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -20869.386719 Penalty: 1758.784912
	Iteration 2Q: 3 clusters Score -20869.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -20887.363281 Penalty: 1758.784912
	Iteration 3Q: 3 clusters Score -20887.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20903.410156 Penalty: 1758.784912
	Iteration 4Q: 3 clusters Score -20903.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20906.820312 Penalty: 1758.784912
	Iteration 5Q: 3 clusters Score -20906.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20911.017578 Penalty: 1758.784912
	Iteration 6Q: 3 clusters Score -20911.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20912.880859 Penalty: 1758.784912
	Iteration 7Q: 3 clusters Score -20912.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20912.880859 Penalty: 1758.784912
	Iteration 8F: 3 clusters Score -20912.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Entering Unmasked Estep 
Score: -464399.468750 Penalty: 1364.338501
	Iteration 0F: 2 clusters Score -464399.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -460808.687500 Penalty: 2728.677002
	Iteration 0F: 3 clusters Score -460808.7 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -461818.093750 Penalty: 2728.677002
	Iteration 1F: 3 clusters Score -461818.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -462062.593750 Penalty: 2728.677002
	Iteration 2F: 3 clusters Score -462062.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -462266.937500 Penalty: 2728.677002
	Iteration 3F: 3 clusters Score -462266.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -462431.562500 Penalty: 2728.677002
	Iteration 4F: 3 clusters Score -462431.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -462560.906250 Penalty: 2728.677002
	Iteration 5Q: 3 clusters Score -462560.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -462679.375000 Penalty: 2728.677002
	Iteration 6Q: 3 clusters Score -462679.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -462808.156250 Penalty: 2728.677002
	Iteration 7Q: 3 clusters Score -462808.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -462957.312500 Penalty: 2728.677002
	Iteration 8Q: 3 clusters Score -462957.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -463096.812500 Penalty: 2728.677002
	Iteration 9Q: 3 clusters Score -463096.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -463209.156250 Penalty: 2728.677002
	Iteration 10Q: 3 clusters Score -463209.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -463284.875000 Penalty: 2728.677002
	Iteration 11Q: 3 clusters Score -463284.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -463342.750000 Penalty: 2728.677002
	Iteration 12Q: 3 clusters Score -463342.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -463386.312500 Penalty: 2728.677002
	Iteration 13Q: 3 clusters Score -463386.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -463417.593750 Penalty: 2728.677002
	Iteration 14Q: 3 clusters Score -463417.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -463438.843750 Penalty: 2728.677002
	Iteration 15Q: 3 clusters Score -463438.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -463455.156250 Penalty: 2728.677002
	Iteration 16Q: 3 clusters Score -463455.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -463476.750000 Penalty: 2728.677002
	Iteration 17Q: 3 clusters Score -463476.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -463488.875000 Penalty: 2728.677002
	Iteration 18Q: 3 clusters Score -463488.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -463494.968750 Penalty: 2728.677002
	Iteration 19Q: 3 clusters Score -463495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -463499.437500 Penalty: 2728.677002
	Iteration 20F: 3 clusters Score -463499.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -463506.000000 Penalty: 2728.677002
	Iteration 21Q: 3 clusters Score -463506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -463510.593750 Penalty: 2728.677002
	Iteration 22Q: 3 clusters Score -463510.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -463515.250000 Penalty: 2728.677002
	Iteration 23Q: 3 clusters Score -463515.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -463518.718750 Penalty: 2728.677002
	Iteration 24Q: 3 clusters Score -463518.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -463521.937500 Penalty: 2728.677002
	Iteration 25Q: 3 clusters Score -463521.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -463525.625000 Penalty: 2728.677002
	Iteration 26Q: 3 clusters Score -463525.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -463529.906250 Penalty: 2728.677002
	Iteration 27Q: 3 clusters Score -463529.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -463531.812500 Penalty: 2728.677002
	Iteration 28Q: 3 clusters Score -463531.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -463532.968750 Penalty: 2728.677002
	Iteration 29Q: 3 clusters Score -463533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -463534.562500 Penalty: 2728.677002
	Iteration 30Q: 3 clusters Score -463534.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -463536.468750 Penalty: 2728.677002
	Iteration 31Q: 3 clusters Score -463536.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -463537.281250 Penalty: 2728.677002
	Iteration 32Q: 3 clusters Score -463537.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -463536.468750 Penalty: 2728.677002
	Iteration 33Q: 3 clusters Score -463536.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -463537.343750 Penalty: 2728.677002
	Iteration 34Q: 3 clusters Score -463537.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -463537.406250 Penalty: 2728.677002
	Iteration 35Q: 3 clusters Score -463537.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -463538.281250 Penalty: 2728.677002
	Iteration 36Q: 3 clusters Score -463538.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -463539.718750 Penalty: 2728.677002
	Iteration 37Q: 3 clusters Score -463539.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -463540.125000 Penalty: 2728.677002
	Iteration 38Q: 3 clusters Score -463540.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -463541.625000 Penalty: 2728.677002
	Iteration 39Q: 3 clusters Score -463541.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -463543.125000 Penalty: 2728.677002
	Iteration 40F: 3 clusters Score -463543.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -463542.812500 Penalty: 2728.677002
	Iteration 41Q: 3 clusters Score -463542.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -463542.812500 Penalty: 2728.677002
	Iteration 42F: 3 clusters Score -463542.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Entering Unmasked Estep 
Score: -656713.312500 Penalty: 1434.987061
	Iteration 0F: 2 clusters Score -656713.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -651500.875000 Penalty: 2869.974121
	Iteration 0F: 3 clusters Score -651500.9 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -653134.500000 Penalty: 2869.974121
	Iteration 1F: 3 clusters Score -653134.5 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -653459.437500 Penalty: 2869.974121
	Iteration 2F: 3 clusters Score -653459.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -653775.000000 Penalty: 2869.974121
	Iteration 3F: 3 clusters Score -653775 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -654080.062500 Penalty: 2869.974121
	Iteration 4F: 3 clusters Score -654080.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -654333.187500 Penalty: 2869.974121
	Iteration 5F: 3 clusters Score -654333.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -654526.375000 Penalty: 2869.974121
	Iteration 6Q: 3 clusters Score -654526.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -654693.437500 Penalty: 2869.974121
	Iteration 7Q: 3 clusters Score -654693.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -654835.312500 Penalty: 2869.974121
	Iteration 8Q: 3 clusters Score -654835.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -654948.625000 Penalty: 2869.974121
	Iteration 9Q: 3 clusters Score -654948.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -655064.625000 Penalty: 2869.974121
	Iteration 10Q: 3 clusters Score -655064.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -655147.437500 Penalty: 2869.974121
	Iteration 11Q: 3 clusters Score -655147.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -655212.312500 Penalty: 2869.974121
	Iteration 12Q: 3 clusters Score -655212.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -655261.187500 Penalty: 2869.974121
	Iteration 13Q: 3 clusters Score -655261.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -655305.750000 Penalty: 2869.974121
	Iteration 14Q: 3 clusters Score -655305.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -655346.125000 Penalty: 2869.974121
	Iteration 15Q: 3 clusters Score -655346.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -655378.125000 Penalty: 2869.974121
	Iteration 16Q: 3 clusters Score -655378.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -655409.312500 Penalty: 2869.974121
	Iteration 17Q: 3 clusters Score -655409.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -655439.250000 Penalty: 2869.974121
	Iteration 18Q: 3 clusters Score -655439.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -655470.312500 Penalty: 2869.974121
	Iteration 19Q: 3 clusters Score -655470.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -655504.875000 Penalty: 2869.974121
	Iteration 20F: 3 clusters Score -655504.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -655536.187500 Penalty: 2869.974121
	Iteration 21Q: 3 clusters Score -655536.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -655562.000000 Penalty: 2869.974121
	Iteration 22Q: 3 clusters Score -655562 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -655582.750000 Penalty: 2869.974121
	Iteration 23Q: 3 clusters Score -655582.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -655605.312500 Penalty: 2869.974121
	Iteration 24Q: 3 clusters Score -655605.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -655631.062500 Penalty: 2869.974121
	Iteration 25Q: 3 clusters Score -655631.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -655656.875000 Penalty: 2869.974121
	Iteration 26Q: 3 clusters Score -655656.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -655682.125000 Penalty: 2869.974121
	Iteration 27Q: 3 clusters Score -655682.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -655709.500000 Penalty: 2869.974121
	Iteration 28Q: 3 clusters Score -655709.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -655741.562500 Penalty: 2869.974121
	Iteration 29Q: 3 clusters Score -655741.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -655769.187500 Penalty: 2869.974121
	Iteration 30Q: 3 clusters Score -655769.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -655800.312500 Penalty: 2869.974121
	Iteration 31Q: 3 clusters Score -655800.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -655829.937500 Penalty: 2869.974121
	Iteration 32Q: 3 clusters Score -655829.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -655856.875000 Penalty: 2869.974121
	Iteration 33Q: 3 clusters Score -655856.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -655887.562500 Penalty: 2869.974121
	Iteration 34Q: 3 clusters Score -655887.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -655913.750000 Penalty: 2869.974121
	Iteration 35Q: 3 clusters Score -655913.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -655941.937500 Penalty: 2869.974121
	Iteration 36Q: 3 clusters Score -655941.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -655967.500000 Penalty: 2869.974121
	Iteration 37Q: 3 clusters Score -655967.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -655984.687500 Penalty: 2869.974121
	Iteration 38Q: 3 clusters Score -655984.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -655996.625000 Penalty: 2869.974121
	Iteration 39Q: 3 clusters Score -655996.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -656004.937500 Penalty: 2869.974121
	Iteration 40F: 3 clusters Score -656004.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -656011.687500 Penalty: 2869.974121
	Iteration 41Q: 3 clusters Score -656011.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -656019.312500 Penalty: 2869.974121
	Iteration 42Q: 3 clusters Score -656019.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -656027.562500 Penalty: 2869.974121
	Iteration 43Q: 3 clusters Score -656027.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -656032.250000 Penalty: 2869.974121
	Iteration 44Q: 3 clusters Score -656032.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -656035.500000 Penalty: 2869.974121
	Iteration 45Q: 3 clusters Score -656035.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -656038.937500 Penalty: 2869.974121
	Iteration 46Q: 3 clusters Score -656038.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -656039.562500 Penalty: 2869.974121
	Iteration 47Q: 3 clusters Score -656039.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -656040.375000 Penalty: 2869.974121
	Iteration 48Q: 3 clusters Score -656040.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -656042.437500 Penalty: 2869.974121
	Iteration 49Q: 3 clusters Score -656042.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -656043.562500 Penalty: 2869.974121
	Iteration 50Q: 3 clusters Score -656043.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -656044.250000 Penalty: 2869.974121
	Iteration 51Q: 3 clusters Score -656044.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -656045.812500 Penalty: 2869.974121
	Iteration 52Q: 3 clusters Score -656045.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -656048.125000 Penalty: 2869.974121
	Iteration 53Q: 3 clusters Score -656048.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -656049.125000 Penalty: 2869.974121
	Iteration 54Q: 3 clusters Score -656049.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -656048.375000 Penalty: 2869.974121
	Iteration 55Q: 3 clusters Score -656048.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -656049.625000 Penalty: 2869.974121
	Iteration 56Q: 3 clusters Score -656049.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -656050.375000 Penalty: 2869.974121
	Iteration 57Q: 3 clusters Score -656050.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -656050.500000 Penalty: 2869.974121
	Iteration 58Q: 3 clusters Score -656050.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -656050.500000 Penalty: 2869.974121
	Iteration 59F: 3 clusters Score -656050.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Entering Unmasked Estep 
Score: -88706.117188 Penalty: 1121.695679
	Iteration 0F: 2 clusters Score -88706.12 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 486 members 
Entering Unmasked Estep 
Score: -87291.898438 Penalty: 2243.391357
	Iteration 0F: 3 clusters Score -87291.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -87575.265625 Penalty: 2243.391357
	Iteration 1F: 3 clusters Score -87575.27 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -87651.953125 Penalty: 2243.391357
	Iteration 2F: 3 clusters Score -87651.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -87690.570312 Penalty: 2243.391357
	Iteration 3Q: 3 clusters Score -87690.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -87722.554688 Penalty: 2243.391357
	Iteration 4Q: 3 clusters Score -87722.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -87746.812500 Penalty: 2243.391357
	Iteration 5Q: 3 clusters Score -87746.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -87765.867188 Penalty: 2243.391357
	Iteration 6Q: 3 clusters Score -87765.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -87785.421875 Penalty: 2243.391357
	Iteration 7Q: 3 clusters Score -87785.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -87797.593750 Penalty: 2243.391357
	Iteration 8Q: 3 clusters Score -87797.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -87809.085938 Penalty: 2243.391357
	Iteration 9Q: 3 clusters Score -87809.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -87817.937500 Penalty: 2243.391357
	Iteration 10Q: 3 clusters Score -87817.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -87824.531250 Penalty: 2243.391357
	Iteration 11Q: 3 clusters Score -87824.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -87830.765625 Penalty: 2243.391357
	Iteration 12Q: 3 clusters Score -87830.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -87835.898438 Penalty: 2243.391357
	Iteration 13Q: 3 clusters Score -87835.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -87839.054688 Penalty: 2243.391357
	Iteration 14Q: 3 clusters Score -87839.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -87846.273438 Penalty: 2243.391357
	Iteration 15Q: 3 clusters Score -87846.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -87850.843750 Penalty: 2243.391357
	Iteration 16Q: 3 clusters Score -87850.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -87853.046875 Penalty: 2243.391357
	Iteration 17Q: 3 clusters Score -87853.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -87853.046875 Penalty: 2243.391357
	Iteration 18F: 3 clusters Score -87853.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Entering Unmasked Estep 
Score: -395771.812500 Penalty: 1345.409668
	Iteration 0F: 2 clusters Score -395771.8 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 2022 members 
Entering Unmasked Estep 
Score: -392409.343750 Penalty: 2690.819336
	Iteration 0F: 3 clusters Score -392409.3 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -393306.187500 Penalty: 2690.819336
	Iteration 1F: 3 clusters Score -393306.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -393556.468750 Penalty: 2690.819336
	Iteration 2F: 3 clusters Score -393556.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -393770.718750 Penalty: 2690.819336
	Iteration 3F: 3 clusters Score -393770.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -393953.625000 Penalty: 2690.819336
	Iteration 4F: 3 clusters Score -393953.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -394117.125000 Penalty: 2690.819336
	Iteration 5F: 3 clusters Score -394117.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -394279.437500 Penalty: 2690.819336
	Iteration 6Q: 3 clusters Score -394279.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -394464.125000 Penalty: 2690.819336
	Iteration 7Q: 3 clusters Score -394464.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -394645.687500 Penalty: 2690.819336
	Iteration 8Q: 3 clusters Score -394645.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -394792.781250 Penalty: 2690.819336
	Iteration 9Q: 3 clusters Score -394792.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -394910.000000 Penalty: 2690.819336
	Iteration 10Q: 3 clusters Score -394910 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -395011.000000 Penalty: 2690.819336
	Iteration 11Q: 3 clusters Score -395011 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -395092.437500 Penalty: 2690.819336
	Iteration 12Q: 3 clusters Score -395092.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -395146.781250 Penalty: 2690.819336
	Iteration 13Q: 3 clusters Score -395146.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -395188.812500 Penalty: 2690.819336
	Iteration 14Q: 3 clusters Score -395188.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -395213.312500 Penalty: 2690.819336
	Iteration 15Q: 3 clusters Score -395213.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -395226.125000 Penalty: 2690.819336
	Iteration 16Q: 3 clusters Score -395226.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -395235.281250 Penalty: 2690.819336
	Iteration 17Q: 3 clusters Score -395235.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -395240.031250 Penalty: 2690.819336
	Iteration 18Q: 3 clusters Score -395240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -395243.531250 Penalty: 2690.819336
	Iteration 19Q: 3 clusters Score -395243.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -395246.843750 Penalty: 2690.819336
	Iteration 20F: 3 clusters Score -395246.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -395248.906250 Penalty: 2690.819336
	Iteration 21Q: 3 clusters Score -395248.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -395251.125000 Penalty: 2690.819336
	Iteration 22Q: 3 clusters Score -395251.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -395252.843750 Penalty: 2690.819336
	Iteration 23Q: 3 clusters Score -395252.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -395253.875000 Penalty: 2690.819336
	Iteration 24Q: 3 clusters Score -395253.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -395255.656250 Penalty: 2690.819336
	Iteration 25Q: 3 clusters Score -395255.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -395256.937500 Penalty: 2690.819336
	Iteration 26Q: 3 clusters Score -395256.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -395257.062500 Penalty: 2690.819336
	Iteration 27Q: 3 clusters Score -395257.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -395257.656250 Penalty: 2690.819336
	Iteration 28Q: 3 clusters Score -395257.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -395257.656250 Penalty: 2690.819336
	Iteration 29F: 3 clusters Score -395257.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Entering Unmasked Estep 
Score: -180404.484375 Penalty: 1213.911499
	Iteration 0F: 2 clusters Score -180404.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -178458.437500 Penalty: 2427.822998
	Iteration 0F: 3 clusters Score -178458.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -178840.437500 Penalty: 2427.822998
	Iteration 1F: 3 clusters Score -178840.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -178921.640625 Penalty: 2427.822998
	Iteration 2F: 3 clusters Score -178921.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -178970.140625 Penalty: 2427.822998
	Iteration 3Q: 3 clusters Score -178970.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -179015.546875 Penalty: 2427.822998
	Iteration 4Q: 3 clusters Score -179015.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -179050.234375 Penalty: 2427.822998
	Iteration 5Q: 3 clusters Score -179050.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -179071.796875 Penalty: 2427.822998
	Iteration 6Q: 3 clusters Score -179071.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -179093.359375 Penalty: 2427.822998
	Iteration 7Q: 3 clusters Score -179093.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -179108.265625 Penalty: 2427.822998
	Iteration 8Q: 3 clusters Score -179108.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -179126.000000 Penalty: 2427.822998
	Iteration 9Q: 3 clusters Score -179126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -179134.093750 Penalty: 2427.822998
	Iteration 10Q: 3 clusters Score -179134.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -179138.750000 Penalty: 2427.822998
	Iteration 11Q: 3 clusters Score -179138.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -179145.312500 Penalty: 2427.822998
	Iteration 12Q: 3 clusters Score -179145.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -179150.484375 Penalty: 2427.822998
	Iteration 13Q: 3 clusters Score -179150.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -179152.109375 Penalty: 2427.822998
	Iteration 14Q: 3 clusters Score -179152.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -179152.890625 Penalty: 2427.822998
	Iteration 15Q: 3 clusters Score -179152.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -179153.453125 Penalty: 2427.822998
	Iteration 16Q: 3 clusters Score -179153.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -179154.125000 Penalty: 2427.822998
	Iteration 17Q: 3 clusters Score -179154.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -179156.343750 Penalty: 2427.822998
	Iteration 18Q: 3 clusters Score -179156.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -179157.484375 Penalty: 2427.822998
	Iteration 19Q: 3 clusters Score -179157.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -179158.828125 Penalty: 2427.822998
	Iteration 20F: 3 clusters Score -179158.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -179160.703125 Penalty: 2427.822998
	Iteration 21Q: 3 clusters Score -179160.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -179162.265625 Penalty: 2427.822998
	Iteration 22Q: 3 clusters Score -179162.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -179164.218750 Penalty: 2427.822998
	Iteration 23Q: 3 clusters Score -179164.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -179167.609375 Penalty: 2427.822998
	Iteration 24Q: 3 clusters Score -179167.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -179173.015625 Penalty: 2427.822998
	Iteration 25Q: 3 clusters Score -179173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -179177.593750 Penalty: 2427.822998
	Iteration 26Q: 3 clusters Score -179177.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -179182.593750 Penalty: 2427.822998
	Iteration 27Q: 3 clusters Score -179182.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -179186.484375 Penalty: 2427.822998
	Iteration 28Q: 3 clusters Score -179186.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -179189.468750 Penalty: 2427.822998
	Iteration 29Q: 3 clusters Score -179189.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -179194.312500 Penalty: 2427.822998
	Iteration 30Q: 3 clusters Score -179194.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -179196.609375 Penalty: 2427.822998
	Iteration 31Q: 3 clusters Score -179196.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -179197.625000 Penalty: 2427.822998
	Iteration 32Q: 3 clusters Score -179197.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -179198.734375 Penalty: 2427.822998
	Iteration 33Q: 3 clusters Score -179198.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -179199.375000 Penalty: 2427.822998
	Iteration 34Q: 3 clusters Score -179199.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -179199.750000 Penalty: 2427.822998
	Iteration 35Q: 3 clusters Score -179199.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -179200.750000 Penalty: 2427.822998
	Iteration 36Q: 3 clusters Score -179200.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -179200.750000 Penalty: 2427.822998
	Iteration 37F: 3 clusters Score -179200.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -211300.734375 Penalty: 1238.284912
	Iteration 0F: 2 clusters Score -211300.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -209152.984375 Penalty: 2476.569824
	Iteration 0F: 3 clusters Score -209153 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -209696.046875 Penalty: 2476.569824
	Iteration 1F: 3 clusters Score -209696 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -209852.984375 Penalty: 2476.569824
	Iteration 2F: 3 clusters Score -209853 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -209946.265625 Penalty: 2476.569824
	Iteration 3F: 3 clusters Score -209946.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -210008.562500 Penalty: 2476.569824
	Iteration 4Q: 3 clusters Score -210008.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -210057.781250 Penalty: 2476.569824
	Iteration 5Q: 3 clusters Score -210057.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -210089.078125 Penalty: 2476.569824
	Iteration 6Q: 3 clusters Score -210089.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -210111.000000 Penalty: 2476.569824
	Iteration 7Q: 3 clusters Score -210111 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -210130.453125 Penalty: 2476.569824
	Iteration 8Q: 3 clusters Score -210130.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -210144.234375 Penalty: 2476.569824
	Iteration 9Q: 3 clusters Score -210144.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -210154.859375 Penalty: 2476.569824
	Iteration 10Q: 3 clusters Score -210154.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -210169.703125 Penalty: 2476.569824
	Iteration 11Q: 3 clusters Score -210169.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -210178.218750 Penalty: 2476.569824
	Iteration 12Q: 3 clusters Score -210178.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -210182.734375 Penalty: 2476.569824
	Iteration 13Q: 3 clusters Score -210182.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -210189.031250 Penalty: 2476.569824
	Iteration 14Q: 3 clusters Score -210189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -210194.468750 Penalty: 2476.569824
	Iteration 15Q: 3 clusters Score -210194.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -210199.562500 Penalty: 2476.569824
	Iteration 16Q: 3 clusters Score -210199.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -210202.421875 Penalty: 2476.569824
	Iteration 17Q: 3 clusters Score -210202.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -210206.375000 Penalty: 2476.569824
	Iteration 18Q: 3 clusters Score -210206.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -210210.953125 Penalty: 2476.569824
	Iteration 19Q: 3 clusters Score -210211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -210213.656250 Penalty: 2476.569824
	Iteration 20F: 3 clusters Score -210213.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -210217.078125 Penalty: 2476.569824
	Iteration 21Q: 3 clusters Score -210217.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -210221.421875 Penalty: 2476.569824
	Iteration 22Q: 3 clusters Score -210221.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -210227.687500 Penalty: 2476.569824
	Iteration 23Q: 3 clusters Score -210227.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -210235.609375 Penalty: 2476.569824
	Iteration 24Q: 3 clusters Score -210235.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -210242.734375 Penalty: 2476.569824
	Iteration 25Q: 3 clusters Score -210242.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -210253.343750 Penalty: 2476.569824
	Iteration 26Q: 3 clusters Score -210253.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -210265.406250 Penalty: 2476.569824
	Iteration 27Q: 3 clusters Score -210265.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -210277.359375 Penalty: 2476.569824
	Iteration 28Q: 3 clusters Score -210277.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -210283.000000 Penalty: 2476.569824
	Iteration 29Q: 3 clusters Score -210283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -210287.578125 Penalty: 2476.569824
	Iteration 30Q: 3 clusters Score -210287.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -210289.015625 Penalty: 2476.569824
	Iteration 31Q: 3 clusters Score -210289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -210289.765625 Penalty: 2476.569824
	Iteration 32Q: 3 clusters Score -210289.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -210291.265625 Penalty: 2476.569824
	Iteration 33Q: 3 clusters Score -210291.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -210291.265625 Penalty: 2476.569824
	Iteration 34F: 3 clusters Score -210291.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Entering Unmasked Estep 
Score: -1918525.250000 Penalty: 1597.392944
	Iteration 0F: 2 clusters Score -1918525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1905830.500000 Penalty: 3194.785889
	Iteration 0F: 3 clusters Score -1905830 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1910613.250000 Penalty: 3194.785889
	Iteration 1F: 3 clusters Score -1910613 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1911167.375000 Penalty: 3194.785889
	Iteration 2F: 3 clusters Score -1911167 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1911760.125000 Penalty: 3194.785889
	Iteration 3F: 3 clusters Score -1911760 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1912395.625000 Penalty: 3194.785889
	Iteration 4F: 3 clusters Score -1912396 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1913142.375000 Penalty: 3194.785889
	Iteration 5F: 3 clusters Score -1913142 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1914059.875000 Penalty: 3194.785889
	Iteration 6F: 3 clusters Score -1914060 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1914893.750000 Penalty: 3194.785889
	Iteration 7F: 3 clusters Score -1914894 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1915526.625000 Penalty: 3194.785889
	Iteration 8F: 3 clusters Score -1915527 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1915948.750000 Penalty: 3194.785889
	Iteration 9Q: 3 clusters Score -1915949 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1916232.750000 Penalty: 3194.785889
	Iteration 10Q: 3 clusters Score -1916233 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1916445.000000 Penalty: 3194.785889
	Iteration 11Q: 3 clusters Score -1916445 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1916643.750000 Penalty: 3194.785889
	Iteration 12Q: 3 clusters Score -1916644 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1916824.625000 Penalty: 3194.785889
	Iteration 13Q: 3 clusters Score -1916825 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1916997.125000 Penalty: 3194.785889
	Iteration 14Q: 3 clusters Score -1916997 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1917151.750000 Penalty: 3194.785889
	Iteration 15Q: 3 clusters Score -1917152 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1917292.750000 Penalty: 3194.785889
	Iteration 16Q: 3 clusters Score -1917293 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1917440.750000 Penalty: 3194.785889
	Iteration 17Q: 3 clusters Score -1917441 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1917553.125000 Penalty: 3194.785889
	Iteration 18Q: 3 clusters Score -1917553 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1917649.125000 Penalty: 3194.785889
	Iteration 19Q: 3 clusters Score -1917649 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1917722.875000 Penalty: 3194.785889
	Iteration 20F: 3 clusters Score -1917723 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1917768.875000 Penalty: 3194.785889
	Iteration 21Q: 3 clusters Score -1917769 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1917804.000000 Penalty: 3194.785889
	Iteration 22Q: 3 clusters Score -1917804 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1917830.375000 Penalty: 3194.785889
	Iteration 23Q: 3 clusters Score -1917830 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1917852.875000 Penalty: 3194.785889
	Iteration 24Q: 3 clusters Score -1917853 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1917862.875000 Penalty: 3194.785889
	Iteration 25Q: 3 clusters Score -1917863 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1917882.250000 Penalty: 3194.785889
	Iteration 26Q: 3 clusters Score -1917882 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1917902.000000 Penalty: 3194.785889
	Iteration 27Q: 3 clusters Score -1917902 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1917916.875000 Penalty: 3194.785889
	Iteration 28Q: 3 clusters Score -1917917 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1917930.250000 Penalty: 3194.785889
	Iteration 29Q: 3 clusters Score -1917930 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1917945.500000 Penalty: 3194.785889
	Iteration 30Q: 3 clusters Score -1917946 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1917954.500000 Penalty: 3194.785889
	Iteration 31Q: 3 clusters Score -1917954 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1917964.625000 Penalty: 3194.785889
	Iteration 32Q: 3 clusters Score -1917965 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1917966.875000 Penalty: 3194.785889
	Iteration 33Q: 3 clusters Score -1917967 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1917978.000000 Penalty: 3194.785889
	Iteration 34Q: 3 clusters Score -1917978 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1917986.875000 Penalty: 3194.785889
	Iteration 35Q: 3 clusters Score -1917987 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1917997.625000 Penalty: 3194.785889
	Iteration 36Q: 3 clusters Score -1917998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1917997.500000 Penalty: 3194.785889
	Iteration 37Q: 3 clusters Score -1917998 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1918005.500000 Penalty: 3194.785889
	Iteration 38Q: 3 clusters Score -1918006 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1918011.250000 Penalty: 3194.785889
	Iteration 39Q: 3 clusters Score -1918011 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1918031.000000 Penalty: 3194.785889
	Iteration 40F: 3 clusters Score -1918031 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1918033.500000 Penalty: 3194.785889
	Iteration 41Q: 3 clusters Score -1918034 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1918030.000000 Penalty: 3194.785889
	Iteration 42Q: 3 clusters Score -1918030 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1918041.625000 Penalty: 3194.785889
	Iteration 43Q: 3 clusters Score -1918042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1918052.250000 Penalty: 3194.785889
	Iteration 44Q: 3 clusters Score -1918052 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1918059.000000 Penalty: 3194.785889
	Iteration 45Q: 3 clusters Score -1918059 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1918064.625000 Penalty: 3194.785889
	Iteration 46Q: 3 clusters Score -1918065 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1918072.375000 Penalty: 3194.785889
	Iteration 47Q: 3 clusters Score -1918072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1918084.000000 Penalty: 3194.785889
	Iteration 48Q: 3 clusters Score -1918084 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1918083.000000 Penalty: 3194.785889
	Iteration 49Q: 3 clusters Score -1918083 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1918092.500000 Penalty: 3194.785889
	Iteration 50Q: 3 clusters Score -1918092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1918098.000000 Penalty: 3194.785889
	Iteration 51Q: 3 clusters Score -1918098 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1918098.875000 Penalty: 3194.785889
	Iteration 52Q: 3 clusters Score -1918099 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1918102.500000 Penalty: 3194.785889
	Iteration 53Q: 3 clusters Score -1918102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1918100.750000 Penalty: 3194.785889
	Iteration 54Q: 3 clusters Score -1918101 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1918116.500000 Penalty: 3194.785889
	Iteration 55Q: 3 clusters Score -1918116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1918124.250000 Penalty: 3194.785889
	Iteration 56Q: 3 clusters Score -1918124 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1918122.500000 Penalty: 3194.785889
	Iteration 57Q: 3 clusters Score -1918122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1918130.250000 Penalty: 3194.785889
	Iteration 58Q: 3 clusters Score -1918130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1918133.500000 Penalty: 3194.785889
	Iteration 59Q: 3 clusters Score -1918134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1918132.625000 Penalty: 3194.785889
	Iteration 60F: 3 clusters Score -1918133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1918132.750000 Penalty: 3194.785889
	Iteration 61Q: 3 clusters Score -1918133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1918131.375000 Penalty: 3194.785889
	Iteration 62Q: 3 clusters Score -1918131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1918134.125000 Penalty: 3194.785889
	Iteration 63Q: 3 clusters Score -1918134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1918132.125000 Penalty: 3194.785889
	Iteration 64Q: 3 clusters Score -1918132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1918132.625000 Penalty: 3194.785889
	Iteration 65Q: 3 clusters Score -1918133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1918135.750000 Penalty: 3194.785889
	Iteration 66Q: 3 clusters Score -1918136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1918132.250000 Penalty: 3194.785889
	Iteration 67Q: 3 clusters Score -1918132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1918129.875000 Penalty: 3194.785889
	Iteration 68Q: 3 clusters Score -1918130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1918133.125000 Penalty: 3194.785889
	Iteration 69Q: 3 clusters Score -1918133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1918131.250000 Penalty: 3194.785889
	Iteration 70Q: 3 clusters Score -1918131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1918132.000000 Penalty: 3194.785889
	Iteration 71Q: 3 clusters Score -1918132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1918130.625000 Penalty: 3194.785889
	Iteration 72Q: 3 clusters Score -1918131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1918132.750000 Penalty: 3194.785889
	Iteration 73Q: 3 clusters Score -1918133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1918134.875000 Penalty: 3194.785889
	Iteration 74Q: 3 clusters Score -1918135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1918135.000000 Penalty: 3194.785889
	Iteration 75Q: 3 clusters Score -1918135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1918133.500000 Penalty: 3194.785889
	Iteration 76Q: 3 clusters Score -1918134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1918133.500000 Penalty: 3194.785889
	Iteration 77F: 3 clusters Score -1918134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Entering Unmasked Estep 
Score: -2975433.500000 Penalty: 1666.155273
	Iteration 0F: 2 clusters Score -2975434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2956199.750000 Penalty: 3332.310547
	Iteration 0F: 3 clusters Score -2956200 nChanged 13134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2963852.000000 Penalty: 3332.310547
	Iteration 1F: 3 clusters Score -2963852 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2964532.000000 Penalty: 3332.310547
	Iteration 2F: 3 clusters Score -2964532 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2965352.000000 Penalty: 3332.310547
	Iteration 3F: 3 clusters Score -2965352 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2966247.000000 Penalty: 3332.310547
	Iteration 4F: 3 clusters Score -2966247 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2967323.000000 Penalty: 3332.310547
	Iteration 5F: 3 clusters Score -2967323 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2968440.750000 Penalty: 3332.310547
	Iteration 6F: 3 clusters Score -2968441 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2969487.500000 Penalty: 3332.310547
	Iteration 7F: 3 clusters Score -2969488 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -2970350.500000 Penalty: 3332.310547
	Iteration 8Q: 3 clusters Score -2970350 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -2970978.250000 Penalty: 3332.310547
	Iteration 9Q: 3 clusters Score -2970978 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -2971504.750000 Penalty: 3332.310547
	Iteration 10Q: 3 clusters Score -2971505 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -2971971.500000 Penalty: 3332.310547
	Iteration 11Q: 3 clusters Score -2971972 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -2972407.250000 Penalty: 3332.310547
	Iteration 12Q: 3 clusters Score -2972407 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -2972848.000000 Penalty: 3332.310547
	Iteration 13Q: 3 clusters Score -2972848 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -2973295.500000 Penalty: 3332.310547
	Iteration 14Q: 3 clusters Score -2973296 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -2973687.750000 Penalty: 3332.310547
	Iteration 15Q: 3 clusters Score -2973688 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -2973877.250000 Penalty: 3332.310547
	Iteration 16Q: 3 clusters Score -2973877 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -2974017.500000 Penalty: 3332.310547
	Iteration 17Q: 3 clusters Score -2974018 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -2974080.500000 Penalty: 3332.310547
	Iteration 18Q: 3 clusters Score -2974080 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -2974157.000000 Penalty: 3332.310547
	Iteration 19Q: 3 clusters Score -2974157 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -2974209.500000 Penalty: 3332.310547
	Iteration 20F: 3 clusters Score -2974210 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -2974248.750000 Penalty: 3332.310547
	Iteration 21Q: 3 clusters Score -2974249 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -2974289.750000 Penalty: 3332.310547
	Iteration 22Q: 3 clusters Score -2974290 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -2974344.000000 Penalty: 3332.310547
	Iteration 23Q: 3 clusters Score -2974344 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -2974379.750000 Penalty: 3332.310547
	Iteration 24Q: 3 clusters Score -2974380 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -2974404.500000 Penalty: 3332.310547
	Iteration 25Q: 3 clusters Score -2974404 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -2974421.000000 Penalty: 3332.310547
	Iteration 26Q: 3 clusters Score -2974421 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -2974430.750000 Penalty: 3332.310547
	Iteration 27Q: 3 clusters Score -2974431 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -2974439.750000 Penalty: 3332.310547
	Iteration 28Q: 3 clusters Score -2974440 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -2974457.250000 Penalty: 3332.310547
	Iteration 29Q: 3 clusters Score -2974457 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -2974464.000000 Penalty: 3332.310547
	Iteration 30Q: 3 clusters Score -2974464 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -2974479.000000 Penalty: 3332.310547
	Iteration 31Q: 3 clusters Score -2974479 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -2974491.250000 Penalty: 3332.310547
	Iteration 32Q: 3 clusters Score -2974491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -2974493.500000 Penalty: 3332.310547
	Iteration 33Q: 3 clusters Score -2974494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -2974508.500000 Penalty: 3332.310547
	Iteration 34Q: 3 clusters Score -2974508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -2974509.250000 Penalty: 3332.310547
	Iteration 35Q: 3 clusters Score -2974509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -2974511.000000 Penalty: 3332.310547
	Iteration 36Q: 3 clusters Score -2974511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -2974514.250000 Penalty: 3332.310547
	Iteration 37Q: 3 clusters Score -2974514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -2974511.000000 Penalty: 3332.310547
	Iteration 38Q: 3 clusters Score -2974511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -2974516.500000 Penalty: 3332.310547
	Iteration 39Q: 3 clusters Score -2974516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -2974516.000000 Penalty: 3332.310547
	Iteration 40F: 3 clusters Score -2974516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -2974514.500000 Penalty: 3332.310547
	Iteration 41Q: 3 clusters Score -2974514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -2974513.750000 Penalty: 3332.310547
	Iteration 42Q: 3 clusters Score -2974514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -2974514.250000 Penalty: 3332.310547
	Iteration 43Q: 3 clusters Score -2974514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -2974512.250000 Penalty: 3332.310547
	Iteration 44Q: 3 clusters Score -2974512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -2974514.250000 Penalty: 3332.310547
	Iteration 45Q: 3 clusters Score -2974514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -2974513.250000 Penalty: 3332.310547
	Iteration 46Q: 3 clusters Score -2974513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -2974514.750000 Penalty: 3332.310547
	Iteration 47Q: 3 clusters Score -2974515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -2974514.250000 Penalty: 3332.310547
	Iteration 48Q: 3 clusters Score -2974514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -2974514.500000 Penalty: 3332.310547
	Iteration 49Q: 3 clusters Score -2974514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -2974514.500000 Penalty: 3332.310547
	Iteration 50F: 3 clusters Score -2974514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Entering Unmasked Estep 
Score: -2634454.000000 Penalty: 1645.486572
	Iteration 0F: 2 clusters Score -2634454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2617588.250000 Penalty: 3290.973145
	Iteration 0F: 3 clusters Score -2617588 nChanged 11419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2624332.500000 Penalty: 3290.973145
	Iteration 1F: 3 clusters Score -2624332 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -2625182.250000 Penalty: 3290.973145
	Iteration 2F: 3 clusters Score -2625182 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2626117.500000 Penalty: 3290.973145
	Iteration 3F: 3 clusters Score -2626118 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2627310.000000 Penalty: 3290.973145
	Iteration 4F: 3 clusters Score -2627310 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2628546.500000 Penalty: 3290.973145
	Iteration 5F: 3 clusters Score -2628546 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -2629794.750000 Penalty: 3290.973145
	Iteration 6F: 3 clusters Score -2629795 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -2630899.000000 Penalty: 3290.973145
	Iteration 7F: 3 clusters Score -2630899 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -2631692.000000 Penalty: 3290.973145
	Iteration 8Q: 3 clusters Score -2631692 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -2632254.000000 Penalty: 3290.973145
	Iteration 9Q: 3 clusters Score -2632254 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -2632583.000000 Penalty: 3290.973145
	Iteration 10Q: 3 clusters Score -2632583 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -2632795.250000 Penalty: 3290.973145
	Iteration 11Q: 3 clusters Score -2632795 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -2632951.500000 Penalty: 3290.973145
	Iteration 12Q: 3 clusters Score -2632952 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -2633051.750000 Penalty: 3290.973145
	Iteration 13Q: 3 clusters Score -2633052 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -2633128.750000 Penalty: 3290.973145
	Iteration 14Q: 3 clusters Score -2633129 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -2633191.250000 Penalty: 3290.973145
	Iteration 15Q: 3 clusters Score -2633191 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -2633236.500000 Penalty: 3290.973145
	Iteration 16Q: 3 clusters Score -2633236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -2633256.000000 Penalty: 3290.973145
	Iteration 17Q: 3 clusters Score -2633256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -2633272.250000 Penalty: 3290.973145
	Iteration 18Q: 3 clusters Score -2633272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -2633277.750000 Penalty: 3290.973145
	Iteration 19Q: 3 clusters Score -2633278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -2633292.750000 Penalty: 3290.973145
	Iteration 20F: 3 clusters Score -2633293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -2633302.250000 Penalty: 3290.973145
	Iteration 21Q: 3 clusters Score -2633302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -2633304.250000 Penalty: 3290.973145
	Iteration 22Q: 3 clusters Score -2633304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -2633308.500000 Penalty: 3290.973145
	Iteration 23Q: 3 clusters Score -2633308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -2633312.000000 Penalty: 3290.973145
	Iteration 24Q: 3 clusters Score -2633312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -2633314.750000 Penalty: 3290.973145
	Iteration 25Q: 3 clusters Score -2633315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -2633314.000000 Penalty: 3290.973145
	Iteration 26Q: 3 clusters Score -2633314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -2633315.500000 Penalty: 3290.973145
	Iteration 27Q: 3 clusters Score -2633316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -2633318.250000 Penalty: 3290.973145
	Iteration 28Q: 3 clusters Score -2633318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -2633322.250000 Penalty: 3290.973145
	Iteration 29Q: 3 clusters Score -2633322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -2633322.250000 Penalty: 3290.973145
	Iteration 30F: 3 clusters Score -2633322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -98022.500000 Penalty: 1120.054199
	Iteration 0F: 2 clusters Score -98022.5 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 496 members 
Entering Unmasked Estep 
Score: -96645.265625 Penalty: 2240.108398
	Iteration 0F: 3 clusters Score -96645.27 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -96954.265625 Penalty: 2240.108398
	Iteration 1F: 3 clusters Score -96954.27 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -97256.226562 Penalty: 2240.108398
	Iteration 2F: 3 clusters Score -97256.23 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -97555.515625 Penalty: 2240.108398
	Iteration 3F: 3 clusters Score -97555.52 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -97764.617188 Penalty: 2240.108398
	Iteration 4F: 3 clusters Score -97764.62 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -97869.257812 Penalty: 2240.108398
	Iteration 5F: 3 clusters Score -97869.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -97917.929688 Penalty: 2240.108398
	Iteration 6Q: 3 clusters Score -97917.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -97938.835938 Penalty: 2240.108398
	Iteration 7Q: 3 clusters Score -97938.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -97960.179688 Penalty: 2240.108398
	Iteration 8Q: 3 clusters Score -97960.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -97975.031250 Penalty: 2240.108398
	Iteration 9Q: 3 clusters Score -97975.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -97983.500000 Penalty: 2240.108398
	Iteration 10Q: 3 clusters Score -97983.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -97985.343750 Penalty: 2240.108398
	Iteration 11Q: 3 clusters Score -97985.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -97985.343750 Penalty: 2240.108398
	Iteration 12F: 3 clusters Score -97985.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Entering Unmasked Estep 
Score: -94082.296875 Penalty: 1122.997070
	Iteration 0F: 2 clusters Score -94082.3 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 515 members 
Entering Unmasked Estep 
Score: -92683.054688 Penalty: 2245.994141
	Iteration 0F: 3 clusters Score -92683.05 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -93009.273438 Penalty: 2245.994141
	Iteration 1F: 3 clusters Score -93009.27 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -93128.164062 Penalty: 2245.994141
	Iteration 2F: 3 clusters Score -93128.16 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -93171.085938 Penalty: 2245.994141
	Iteration 3Q: 3 clusters Score -93171.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -93207.187500 Penalty: 2245.994141
	Iteration 4Q: 3 clusters Score -93207.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -93240.203125 Penalty: 2245.994141
	Iteration 5Q: 3 clusters Score -93240.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -93263.031250 Penalty: 2245.994141
	Iteration 6Q: 3 clusters Score -93263.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -93269.875000 Penalty: 2245.994141
	Iteration 7Q: 3 clusters Score -93269.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -93276.703125 Penalty: 2245.994141
	Iteration 8Q: 3 clusters Score -93276.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -93286.976562 Penalty: 2245.994141
	Iteration 9Q: 3 clusters Score -93286.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -93296.570312 Penalty: 2245.994141
	Iteration 10Q: 3 clusters Score -93296.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -93299.921875 Penalty: 2245.994141
	Iteration 11Q: 3 clusters Score -93299.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -93303.812500 Penalty: 2245.994141
	Iteration 12Q: 3 clusters Score -93303.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -93316.843750 Penalty: 2245.994141
	Iteration 13Q: 3 clusters Score -93316.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -93333.289062 Penalty: 2245.994141
	Iteration 14Q: 3 clusters Score -93333.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -93345.906250 Penalty: 2245.994141
	Iteration 15Q: 3 clusters Score -93345.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -93360.671875 Penalty: 2245.994141
	Iteration 16Q: 3 clusters Score -93360.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -93385.882812 Penalty: 2245.994141
	Iteration 17Q: 3 clusters Score -93385.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -93404.578125 Penalty: 2245.994141
	Iteration 18Q: 3 clusters Score -93404.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -93417.906250 Penalty: 2245.994141
	Iteration 19Q: 3 clusters Score -93417.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -93425.617188 Penalty: 2245.994141
	Iteration 20F: 3 clusters Score -93425.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -93429.890625 Penalty: 2245.994141
	Iteration 21Q: 3 clusters Score -93429.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -93434.968750 Penalty: 2245.994141
	Iteration 22Q: 3 clusters Score -93434.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -93439.304688 Penalty: 2245.994141
	Iteration 23Q: 3 clusters Score -93439.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -93442.007812 Penalty: 2245.994141
	Iteration 24Q: 3 clusters Score -93442.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -93445.031250 Penalty: 2245.994141
	Iteration 25Q: 3 clusters Score -93445.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -93448.421875 Penalty: 2245.994141
	Iteration 26Q: 3 clusters Score -93448.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -93452.578125 Penalty: 2245.994141
	Iteration 27Q: 3 clusters Score -93452.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -93457.406250 Penalty: 2245.994141
	Iteration 28Q: 3 clusters Score -93457.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -93458.164062 Penalty: 2245.994141
	Iteration 29Q: 3 clusters Score -93458.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -93459.257812 Penalty: 2245.994141
	Iteration 30Q: 3 clusters Score -93459.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -93459.257812 Penalty: 2245.994141
	Iteration 31F: 3 clusters Score -93459.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Entering Unmasked Estep 
Score: -3092926.250000 Penalty: 1670.383545
	Iteration 0F: 2 clusters Score -3092926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -3073222.250000 Penalty: 3340.767090
	Iteration 0F: 3 clusters Score -3073222 nChanged 13451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -3080848.500000 Penalty: 3340.767090
	Iteration 1F: 3 clusters Score -3080848 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -3081352.500000 Penalty: 3340.767090
	Iteration 2Q: 3 clusters Score -3081352 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -3082010.750000 Penalty: 3340.767090
	Iteration 3Q: 3 clusters Score -3082011 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -3082942.500000 Penalty: 3340.767090
	Iteration 4F: 3 clusters Score -3082942 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -3084373.000000 Penalty: 3340.767090
	Iteration 5F: 3 clusters Score -3084373 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -3086232.750000 Penalty: 3340.767090
	Iteration 6F: 3 clusters Score -3086233 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -3088233.750000 Penalty: 3340.767090
	Iteration 7F: 3 clusters Score -3088234 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -3089797.250000 Penalty: 3340.767090
	Iteration 8F: 3 clusters Score -3089797 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -3090658.000000 Penalty: 3340.767090
	Iteration 9Q: 3 clusters Score -3090658 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -3091054.750000 Penalty: 3340.767090
	Iteration 10Q: 3 clusters Score -3091055 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -3091235.000000 Penalty: 3340.767090
	Iteration 11Q: 3 clusters Score -3091235 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -3091315.500000 Penalty: 3340.767090
	Iteration 12Q: 3 clusters Score -3091316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -3091369.250000 Penalty: 3340.767090
	Iteration 13Q: 3 clusters Score -3091369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -3091388.250000 Penalty: 3340.767090
	Iteration 14Q: 3 clusters Score -3091388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -3091405.750000 Penalty: 3340.767090
	Iteration 15Q: 3 clusters Score -3091406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -3091413.000000 Penalty: 3340.767090
	Iteration 16Q: 3 clusters Score -3091413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -3091419.750000 Penalty: 3340.767090
	Iteration 17Q: 3 clusters Score -3091420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -3091427.250000 Penalty: 3340.767090
	Iteration 18Q: 3 clusters Score -3091427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -3091432.250000 Penalty: 3340.767090
	Iteration 19Q: 3 clusters Score -3091432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -3091437.500000 Penalty: 3340.767090
	Iteration 20F: 3 clusters Score -3091438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -3091440.500000 Penalty: 3340.767090
	Iteration 21Q: 3 clusters Score -3091440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -3091440.250000 Penalty: 3340.767090
	Iteration 22Q: 3 clusters Score -3091440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -3091440.250000 Penalty: 3340.767090
	Iteration 23F: 3 clusters Score -3091440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -129776.445312 Penalty: 1183.671875
	Iteration 0F: 2 clusters Score -129776.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -128061.125000 Penalty: 2367.343750
	Iteration 0F: 3 clusters Score -128061.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -128510.484375 Penalty: 2367.343750
	Iteration 1F: 3 clusters Score -128510.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -128697.523438 Penalty: 2367.343750
	Iteration 2F: 3 clusters Score -128697.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -128832.984375 Penalty: 2367.343750
	Iteration 3F: 3 clusters Score -128833 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -128934.835938 Penalty: 2367.343750
	Iteration 4F: 3 clusters Score -128934.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -129001.187500 Penalty: 2367.343750
	Iteration 5Q: 3 clusters Score -129001.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -129049.343750 Penalty: 2367.343750
	Iteration 6Q: 3 clusters Score -129049.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -129075.179688 Penalty: 2367.343750
	Iteration 7Q: 3 clusters Score -129075.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -129094.218750 Penalty: 2367.343750
	Iteration 8Q: 3 clusters Score -129094.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -129122.023438 Penalty: 2367.343750
	Iteration 9Q: 3 clusters Score -129122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -129144.273438 Penalty: 2367.343750
	Iteration 10Q: 3 clusters Score -129144.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -129171.734375 Penalty: 2367.343750
	Iteration 11Q: 3 clusters Score -129171.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -129192.203125 Penalty: 2367.343750
	Iteration 12Q: 3 clusters Score -129192.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -129213.132812 Penalty: 2367.343750
	Iteration 13Q: 3 clusters Score -129213.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -129224.609375 Penalty: 2367.343750
	Iteration 14Q: 3 clusters Score -129224.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -129235.601562 Penalty: 2367.343750
	Iteration 15Q: 3 clusters Score -129235.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -129244.242188 Penalty: 2367.343750
	Iteration 16Q: 3 clusters Score -129244.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -129252.695312 Penalty: 2367.343750
	Iteration 17Q: 3 clusters Score -129252.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -129259.632812 Penalty: 2367.343750
	Iteration 18Q: 3 clusters Score -129259.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -129264.773438 Penalty: 2367.343750
	Iteration 19Q: 3 clusters Score -129264.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -129268.882812 Penalty: 2367.343750
	Iteration 20F: 3 clusters Score -129268.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -129277.093750 Penalty: 2367.343750
	Iteration 21Q: 3 clusters Score -129277.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -129286.789062 Penalty: 2367.343750
	Iteration 22Q: 3 clusters Score -129286.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -129293.593750 Penalty: 2367.343750
	Iteration 23Q: 3 clusters Score -129293.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -129300.296875 Penalty: 2367.343750
	Iteration 24Q: 3 clusters Score -129300.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -129303.539062 Penalty: 2367.343750
	Iteration 25Q: 3 clusters Score -129303.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -129306.492188 Penalty: 2367.343750
	Iteration 26Q: 3 clusters Score -129306.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -129308.062500 Penalty: 2367.343750
	Iteration 27Q: 3 clusters Score -129308.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -129308.984375 Penalty: 2367.343750
	Iteration 28Q: 3 clusters Score -129309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -129309.187500 Penalty: 2367.343750
	Iteration 29Q: 3 clusters Score -129309.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -129309.187500 Penalty: 2367.343750
	Iteration 30F: 3 clusters Score -129309.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (38896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Entering Unmasked Estep 
Score: -4125705.500000 Penalty: 1717.405029
	Iteration 0F: 2 clusters Score -4125706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -4099556.250000 Penalty: 3434.810059
	Iteration 0F: 3 clusters Score -4099556 nChanged 18077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -4109901.750000 Penalty: 3434.810059
	Iteration 1F: 3 clusters Score -4109902 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -4110754.250000 Penalty: 3434.810059
	Iteration 2F: 3 clusters Score -4110754 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -4111980.750000 Penalty: 3434.810059
	Iteration 3F: 3 clusters Score -4111981 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -4113727.500000 Penalty: 3434.810059
	Iteration 4F: 3 clusters Score -4113728 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -4116098.250000 Penalty: 3434.810059
	Iteration 5F: 3 clusters Score -4116098 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -4118835.750000 Penalty: 3434.810059
	Iteration 6F: 3 clusters Score -4118836 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -4121101.750000 Penalty: 3434.810059
	Iteration 7F: 3 clusters Score -4121102 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -4122588.750000 Penalty: 3434.810059
	Iteration 8Q: 3 clusters Score -4122589 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -4123431.500000 Penalty: 3434.810059
	Iteration 9Q: 3 clusters Score -4123432 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -4123901.000000 Penalty: 3434.810059
	Iteration 10Q: 3 clusters Score -4123901 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -4124186.500000 Penalty: 3434.810059
	Iteration 11Q: 3 clusters Score -4124186 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -4124322.500000 Penalty: 3434.810059
	Iteration 12Q: 3 clusters Score -4124322 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -4124384.750000 Penalty: 3434.810059
	Iteration 13Q: 3 clusters Score -4124385 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -4124414.250000 Penalty: 3434.810059
	Iteration 14Q: 3 clusters Score -4124414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -4124444.500000 Penalty: 3434.810059
	Iteration 15Q: 3 clusters Score -4124444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -4124456.000000 Penalty: 3434.810059
	Iteration 16Q: 3 clusters Score -4124456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -4124467.000000 Penalty: 3434.810059
	Iteration 17Q: 3 clusters Score -4124467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -4124482.500000 Penalty: 3434.810059
	Iteration 18Q: 3 clusters Score -4124482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -4124484.000000 Penalty: 3434.810059
	Iteration 19Q: 3 clusters Score -4124484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -4124500.750000 Penalty: 3434.810059
	Iteration 20F: 3 clusters Score -4124501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -4124503.500000 Penalty: 3434.810059
	Iteration 21Q: 3 clusters Score -4124504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -4124511.500000 Penalty: 3434.810059
	Iteration 22Q: 3 clusters Score -4124512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -4124510.500000 Penalty: 3434.810059
	Iteration 23Q: 3 clusters Score -4124510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -4124512.500000 Penalty: 3434.810059
	Iteration 24Q: 3 clusters Score -4124512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -4124510.000000 Penalty: 3434.810059
	Iteration 25Q: 3 clusters Score -4124510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -4124513.500000 Penalty: 3434.810059
	Iteration 26Q: 3 clusters Score -4124514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -4124516.000000 Penalty: 3434.810059
	Iteration 27Q: 3 clusters Score -4124516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -4124516.000000 Penalty: 3434.810059
	Iteration 28Q: 3 clusters Score -4124516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -4124516.000000 Penalty: 3434.810059
	Iteration 29F: 3 clusters Score -4124516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Entering Unmasked Estep 
Score: -1115351.625000 Penalty: 1509.862061
	Iteration 0F: 2 clusters Score -1115352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1107621.000000 Penalty: 3019.724121
	Iteration 0F: 3 clusters Score -1107621 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1110123.750000 Penalty: 3019.724121
	Iteration 1F: 3 clusters Score -1110124 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1110402.750000 Penalty: 3019.724121
	Iteration 2F: 3 clusters Score -1110403 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1110711.125000 Penalty: 3019.724121
	Iteration 3F: 3 clusters Score -1110711 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1111073.125000 Penalty: 3019.724121
	Iteration 4F: 3 clusters Score -1111073 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1111500.750000 Penalty: 3019.724121
	Iteration 5F: 3 clusters Score -1111501 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1111980.750000 Penalty: 3019.724121
	Iteration 6F: 3 clusters Score -1111981 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1112452.750000 Penalty: 3019.724121
	Iteration 7F: 3 clusters Score -1112453 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1112906.500000 Penalty: 3019.724121
	Iteration 8F: 3 clusters Score -1112906 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1113344.375000 Penalty: 3019.724121
	Iteration 9Q: 3 clusters Score -1113344 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1113796.500000 Penalty: 3019.724121
	Iteration 10Q: 3 clusters Score -1113796 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1114184.625000 Penalty: 3019.724121
	Iteration 11Q: 3 clusters Score -1114185 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1114459.625000 Penalty: 3019.724121
	Iteration 12Q: 3 clusters Score -1114460 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1114697.500000 Penalty: 3019.724121
	Iteration 13Q: 3 clusters Score -1114698 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1114869.500000 Penalty: 3019.724121
	Iteration 14Q: 3 clusters Score -1114870 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1114980.000000 Penalty: 3019.724121
	Iteration 15Q: 3 clusters Score -1114980 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1115045.000000 Penalty: 3019.724121
	Iteration 16Q: 3 clusters Score -1115045 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1115088.500000 Penalty: 3019.724121
	Iteration 17Q: 3 clusters Score -1115088 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1115117.625000 Penalty: 3019.724121
	Iteration 18Q: 3 clusters Score -1115118 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1115134.125000 Penalty: 3019.724121
	Iteration 19Q: 3 clusters Score -1115134 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1115147.375000 Penalty: 3019.724121
	Iteration 20F: 3 clusters Score -1115147 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1115162.750000 Penalty: 3019.724121
	Iteration 21Q: 3 clusters Score -1115163 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1115176.125000 Penalty: 3019.724121
	Iteration 22Q: 3 clusters Score -1115176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1115183.500000 Penalty: 3019.724121
	Iteration 23Q: 3 clusters Score -1115184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1115192.000000 Penalty: 3019.724121
	Iteration 24Q: 3 clusters Score -1115192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1115197.125000 Penalty: 3019.724121
	Iteration 25Q: 3 clusters Score -1115197 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1115197.000000 Penalty: 3019.724121
	Iteration 26Q: 3 clusters Score -1115197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1115204.125000 Penalty: 3019.724121
	Iteration 27Q: 3 clusters Score -1115204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1115203.500000 Penalty: 3019.724121
	Iteration 28Q: 3 clusters Score -1115204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1115207.625000 Penalty: 3019.724121
	Iteration 29Q: 3 clusters Score -1115208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1115206.875000 Penalty: 3019.724121
	Iteration 30Q: 3 clusters Score -1115207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1115207.000000 Penalty: 3019.724121
	Iteration 31Q: 3 clusters Score -1115207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1115207.000000 Penalty: 3019.724121
	Iteration 32F: 3 clusters Score -1115207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Entering Unmasked Estep 
Score: -463020.593750 Penalty: 1365.070557
	Iteration 0F: 2 clusters Score -463020.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -459436.968750 Penalty: 2730.141113
	Iteration 0F: 3 clusters Score -459437 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -460482.156250 Penalty: 2730.141113
	Iteration 1F: 3 clusters Score -460482.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -460742.500000 Penalty: 2730.141113
	Iteration 2F: 3 clusters Score -460742.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -460941.968750 Penalty: 2730.141113
	Iteration 3F: 3 clusters Score -460942 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -461070.062500 Penalty: 2730.141113
	Iteration 4Q: 3 clusters Score -461070.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -461174.562500 Penalty: 2730.141113
	Iteration 5Q: 3 clusters Score -461174.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -461266.718750 Penalty: 2730.141113
	Iteration 6Q: 3 clusters Score -461266.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -461338.718750 Penalty: 2730.141113
	Iteration 7Q: 3 clusters Score -461338.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -461394.343750 Penalty: 2730.141113
	Iteration 8Q: 3 clusters Score -461394.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -461457.125000 Penalty: 2730.141113
	Iteration 9Q: 3 clusters Score -461457.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -461535.000000 Penalty: 2730.141113
	Iteration 10Q: 3 clusters Score -461535 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -461639.062500 Penalty: 2730.141113
	Iteration 11Q: 3 clusters Score -461639.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -461758.062500 Penalty: 2730.141113
	Iteration 12Q: 3 clusters Score -461758.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -461901.062500 Penalty: 2730.141113
	Iteration 13Q: 3 clusters Score -461901.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -462049.500000 Penalty: 2730.141113
	Iteration 14Q: 3 clusters Score -462049.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -462219.593750 Penalty: 2730.141113
	Iteration 15Q: 3 clusters Score -462219.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -462339.968750 Penalty: 2730.141113
	Iteration 16Q: 3 clusters Score -462340 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -462408.500000 Penalty: 2730.141113
	Iteration 17Q: 3 clusters Score -462408.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -462444.218750 Penalty: 2730.141113
	Iteration 18Q: 3 clusters Score -462444.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -462465.750000 Penalty: 2730.141113
	Iteration 19Q: 3 clusters Score -462465.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -462482.687500 Penalty: 2730.141113
	Iteration 20F: 3 clusters Score -462482.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -462489.406250 Penalty: 2730.141113
	Iteration 21Q: 3 clusters Score -462489.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -462498.593750 Penalty: 2730.141113
	Iteration 22Q: 3 clusters Score -462498.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -462502.750000 Penalty: 2730.141113
	Iteration 23Q: 3 clusters Score -462502.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -462506.062500 Penalty: 2730.141113
	Iteration 24Q: 3 clusters Score -462506.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -462507.750000 Penalty: 2730.141113
	Iteration 25Q: 3 clusters Score -462507.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -462508.937500 Penalty: 2730.141113
	Iteration 26Q: 3 clusters Score -462508.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -462510.593750 Penalty: 2730.141113
	Iteration 27Q: 3 clusters Score -462510.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -462510.843750 Penalty: 2730.141113
	Iteration 28Q: 3 clusters Score -462510.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -462510.562500 Penalty: 2730.141113
	Iteration 29Q: 3 clusters Score -462510.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -462510.468750 Penalty: 2730.141113
	Iteration 30Q: 3 clusters Score -462510.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -462510.093750 Penalty: 2730.141113
	Iteration 31Q: 3 clusters Score -462510.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -462510.687500 Penalty: 2730.141113
	Iteration 32Q: 3 clusters Score -462510.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -462510.687500 Penalty: 2730.141113
	Iteration 33F: 3 clusters Score -462510.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Entering Unmasked Estep 
Score: -568674.250000 Penalty: 1396.580200
	Iteration 0F: 2 clusters Score -568674.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -564459.875000 Penalty: 2793.160400
	Iteration 0F: 3 clusters Score -564459.9 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -565575.625000 Penalty: 2793.160400
	Iteration 1F: 3 clusters Score -565575.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -565823.500000 Penalty: 2793.160400
	Iteration 2F: 3 clusters Score -565823.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -566041.812500 Penalty: 2793.160400
	Iteration 3F: 3 clusters Score -566041.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -566280.375000 Penalty: 2793.160400
	Iteration 4F: 3 clusters Score -566280.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -566471.750000 Penalty: 2793.160400
	Iteration 5F: 3 clusters Score -566471.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -566598.250000 Penalty: 2793.160400
	Iteration 6Q: 3 clusters Score -566598.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -566697.250000 Penalty: 2793.160400
	Iteration 7Q: 3 clusters Score -566697.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -566796.187500 Penalty: 2793.160400
	Iteration 8Q: 3 clusters Score -566796.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -566891.562500 Penalty: 2793.160400
	Iteration 9Q: 3 clusters Score -566891.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -566993.125000 Penalty: 2793.160400
	Iteration 10Q: 3 clusters Score -566993.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -567110.125000 Penalty: 2793.160400
	Iteration 11Q: 3 clusters Score -567110.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -567231.250000 Penalty: 2793.160400
	Iteration 12Q: 3 clusters Score -567231.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -567369.687500 Penalty: 2793.160400
	Iteration 13Q: 3 clusters Score -567369.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -567494.812500 Penalty: 2793.160400
	Iteration 14Q: 3 clusters Score -567494.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -567672.875000 Penalty: 2793.160400
	Iteration 15Q: 3 clusters Score -567672.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -567785.000000 Penalty: 2793.160400
	Iteration 16Q: 3 clusters Score -567785 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -567867.937500 Penalty: 2793.160400
	Iteration 17Q: 3 clusters Score -567867.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -567924.437500 Penalty: 2793.160400
	Iteration 18Q: 3 clusters Score -567924.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -567948.687500 Penalty: 2793.160400
	Iteration 19Q: 3 clusters Score -567948.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -567965.500000 Penalty: 2793.160400
	Iteration 20F: 3 clusters Score -567965.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -567982.187500 Penalty: 2793.160400
	Iteration 21Q: 3 clusters Score -567982.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -567994.125000 Penalty: 2793.160400
	Iteration 22Q: 3 clusters Score -567994.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -568006.875000 Penalty: 2793.160400
	Iteration 23Q: 3 clusters Score -568006.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -568022.125000 Penalty: 2793.160400
	Iteration 24Q: 3 clusters Score -568022.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -568033.375000 Penalty: 2793.160400
	Iteration 25Q: 3 clusters Score -568033.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -568047.062500 Penalty: 2793.160400
	Iteration 26Q: 3 clusters Score -568047.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -568061.437500 Penalty: 2793.160400
	Iteration 27Q: 3 clusters Score -568061.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -568076.312500 Penalty: 2793.160400
	Iteration 28Q: 3 clusters Score -568076.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -568090.937500 Penalty: 2793.160400
	Iteration 29Q: 3 clusters Score -568090.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -568107.375000 Penalty: 2793.160400
	Iteration 30Q: 3 clusters Score -568107.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -568121.937500 Penalty: 2793.160400
	Iteration 31Q: 3 clusters Score -568121.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -568133.312500 Penalty: 2793.160400
	Iteration 32Q: 3 clusters Score -568133.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -568146.062500 Penalty: 2793.160400
	Iteration 33Q: 3 clusters Score -568146.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -568167.937500 Penalty: 2793.160400
	Iteration 34Q: 3 clusters Score -568167.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -568199.250000 Penalty: 2793.160400
	Iteration 35Q: 3 clusters Score -568199.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -568225.062500 Penalty: 2793.160400
	Iteration 36Q: 3 clusters Score -568225.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -568254.625000 Penalty: 2793.160400
	Iteration 37Q: 3 clusters Score -568254.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -568285.312500 Penalty: 2793.160400
	Iteration 38Q: 3 clusters Score -568285.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -568316.750000 Penalty: 2793.160400
	Iteration 39Q: 3 clusters Score -568316.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -568349.125000 Penalty: 2793.160400
	Iteration 40F: 3 clusters Score -568349.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -568378.437500 Penalty: 2793.160400
	Iteration 41Q: 3 clusters Score -568378.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -568420.437500 Penalty: 2793.160400
	Iteration 42Q: 3 clusters Score -568420.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -568454.187500 Penalty: 2793.160400
	Iteration 43Q: 3 clusters Score -568454.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -568478.375000 Penalty: 2793.160400
	Iteration 44Q: 3 clusters Score -568478.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -568494.062500 Penalty: 2793.160400
	Iteration 45Q: 3 clusters Score -568494.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -568499.562500 Penalty: 2793.160400
	Iteration 46Q: 3 clusters Score -568499.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -568502.375000 Penalty: 2793.160400
	Iteration 47Q: 3 clusters Score -568502.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -568504.625000 Penalty: 2793.160400
	Iteration 48Q: 3 clusters Score -568504.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -568505.062500 Penalty: 2793.160400
	Iteration 49Q: 3 clusters Score -568505.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -568505.062500 Penalty: 2793.160400
	Iteration 50F: 3 clusters Score -568505.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -10542.351562 Penalty: 823.696960
	Iteration 0F: 2 clusters Score -10542.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9989.719727 Penalty: 1647.393921
	Iteration 0F: 3 clusters Score -9989.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10119.958984 Penalty: 1647.393921
	Iteration 1F: 3 clusters Score -10119.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10135.069336 Penalty: 1647.393921
	Iteration 2F: 3 clusters Score -10135.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10142.586914 Penalty: 1647.393921
	Iteration 3Q: 3 clusters Score -10142.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10142.586914 Penalty: 1647.393921
	Iteration 4F: 3 clusters Score -10142.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Entering Unmasked Estep 
Score: -335307.062500 Penalty: 1320.990967
	Iteration 0F: 2 clusters Score -335307.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -332385.406250 Penalty: 2641.981934
	Iteration 0F: 3 clusters Score -332385.4 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -333215.406250 Penalty: 2641.981934
	Iteration 1F: 3 clusters Score -333215.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -333420.468750 Penalty: 2641.981934
	Iteration 2F: 3 clusters Score -333420.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -333582.750000 Penalty: 2641.981934
	Iteration 3F: 3 clusters Score -333582.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -333699.625000 Penalty: 2641.981934
	Iteration 4Q: 3 clusters Score -333699.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -333786.312500 Penalty: 2641.981934
	Iteration 5Q: 3 clusters Score -333786.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -333858.781250 Penalty: 2641.981934
	Iteration 6Q: 3 clusters Score -333858.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -333905.750000 Penalty: 2641.981934
	Iteration 7Q: 3 clusters Score -333905.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -333953.812500 Penalty: 2641.981934
	Iteration 8Q: 3 clusters Score -333953.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -333992.468750 Penalty: 2641.981934
	Iteration 9Q: 3 clusters Score -333992.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -334025.875000 Penalty: 2641.981934
	Iteration 10Q: 3 clusters Score -334025.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -334054.750000 Penalty: 2641.981934
	Iteration 11Q: 3 clusters Score -334054.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -334082.281250 Penalty: 2641.981934
	Iteration 12Q: 3 clusters Score -334082.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -334105.125000 Penalty: 2641.981934
	Iteration 13Q: 3 clusters Score -334105.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -334131.031250 Penalty: 2641.981934
	Iteration 14Q: 3 clusters Score -334131 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -334159.625000 Penalty: 2641.981934
	Iteration 15Q: 3 clusters Score -334159.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -334193.843750 Penalty: 2641.981934
	Iteration 16Q: 3 clusters Score -334193.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -334228.656250 Penalty: 2641.981934
	Iteration 17Q: 3 clusters Score -334228.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -334284.281250 Penalty: 2641.981934
	Iteration 18Q: 3 clusters Score -334284.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -334346.750000 Penalty: 2641.981934
	Iteration 19Q: 3 clusters Score -334346.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -334376.937500 Penalty: 2641.981934
	Iteration 20F: 3 clusters Score -334376.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -334392.125000 Penalty: 2641.981934
	Iteration 21Q: 3 clusters Score -334392.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -334404.906250 Penalty: 2641.981934
	Iteration 22Q: 3 clusters Score -334404.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -334414.500000 Penalty: 2641.981934
	Iteration 23Q: 3 clusters Score -334414.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -334419.718750 Penalty: 2641.981934
	Iteration 24Q: 3 clusters Score -334419.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -334426.031250 Penalty: 2641.981934
	Iteration 25Q: 3 clusters Score -334426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -334429.343750 Penalty: 2641.981934
	Iteration 26Q: 3 clusters Score -334429.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -334433.000000 Penalty: 2641.981934
	Iteration 27Q: 3 clusters Score -334433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -334434.218750 Penalty: 2641.981934
	Iteration 28Q: 3 clusters Score -334434.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -334436.468750 Penalty: 2641.981934
	Iteration 29Q: 3 clusters Score -334436.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -334437.250000 Penalty: 2641.981934
	Iteration 30Q: 3 clusters Score -334437.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -334439.375000 Penalty: 2641.981934
	Iteration 31Q: 3 clusters Score -334439.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -334440.875000 Penalty: 2641.981934
	Iteration 32Q: 3 clusters Score -334440.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -334442.531250 Penalty: 2641.981934
	Iteration 33Q: 3 clusters Score -334442.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -334443.843750 Penalty: 2641.981934
	Iteration 34Q: 3 clusters Score -334443.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -334445.406250 Penalty: 2641.981934
	Iteration 35Q: 3 clusters Score -334445.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -334448.750000 Penalty: 2641.981934
	Iteration 36Q: 3 clusters Score -334448.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -334450.781250 Penalty: 2641.981934
	Iteration 37Q: 3 clusters Score -334450.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -334453.687500 Penalty: 2641.981934
	Iteration 38Q: 3 clusters Score -334453.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -334454.937500 Penalty: 2641.981934
	Iteration 39Q: 3 clusters Score -334454.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -334456.750000 Penalty: 2641.981934
	Iteration 40F: 3 clusters Score -334456.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -334457.218750 Penalty: 2641.981934
	Iteration 41Q: 3 clusters Score -334457.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -334457.718750 Penalty: 2641.981934
	Iteration 42Q: 3 clusters Score -334457.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -334457.718750 Penalty: 2641.981934
	Iteration 43F: 3 clusters Score -334457.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Entering Unmasked Estep 
Score: -508702.625000 Penalty: 1398.702393
	Iteration 0F: 2 clusters Score -508702.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -504457.531250 Penalty: 2797.404785
	Iteration 0F: 3 clusters Score -504457.5 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -505904.281250 Penalty: 2797.404785
	Iteration 1F: 3 clusters Score -505904.3 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -506316.843750 Penalty: 2797.404785
	Iteration 2F: 3 clusters Score -506316.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -506603.093750 Penalty: 2797.404785
	Iteration 3F: 3 clusters Score -506603.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -506843.750000 Penalty: 2797.404785
	Iteration 4F: 3 clusters Score -506843.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -507025.718750 Penalty: 2797.404785
	Iteration 5Q: 3 clusters Score -507025.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -507163.281250 Penalty: 2797.404785
	Iteration 6Q: 3 clusters Score -507163.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -507261.906250 Penalty: 2797.404785
	Iteration 7Q: 3 clusters Score -507261.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -507350.718750 Penalty: 2797.404785
	Iteration 8Q: 3 clusters Score -507350.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -507420.968750 Penalty: 2797.404785
	Iteration 9Q: 3 clusters Score -507421 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -507479.500000 Penalty: 2797.404785
	Iteration 10Q: 3 clusters Score -507479.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -507534.093750 Penalty: 2797.404785
	Iteration 11Q: 3 clusters Score -507534.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -507567.000000 Penalty: 2797.404785
	Iteration 12Q: 3 clusters Score -507567 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -507600.000000 Penalty: 2797.404785
	Iteration 13Q: 3 clusters Score -507600 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -507631.937500 Penalty: 2797.404785
	Iteration 14Q: 3 clusters Score -507631.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -507671.312500 Penalty: 2797.404785
	Iteration 15Q: 3 clusters Score -507671.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -507709.500000 Penalty: 2797.404785
	Iteration 16Q: 3 clusters Score -507709.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -507742.218750 Penalty: 2797.404785
	Iteration 17Q: 3 clusters Score -507742.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -507775.156250 Penalty: 2797.404785
	Iteration 18Q: 3 clusters Score -507775.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -507805.906250 Penalty: 2797.404785
	Iteration 19Q: 3 clusters Score -507805.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -507835.531250 Penalty: 2797.404785
	Iteration 20F: 3 clusters Score -507835.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -507863.968750 Penalty: 2797.404785
	Iteration 21Q: 3 clusters Score -507864 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -507893.718750 Penalty: 2797.404785
	Iteration 22Q: 3 clusters Score -507893.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -507914.593750 Penalty: 2797.404785
	Iteration 23Q: 3 clusters Score -507914.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -507930.250000 Penalty: 2797.404785
	Iteration 24Q: 3 clusters Score -507930.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -507945.375000 Penalty: 2797.404785
	Iteration 25Q: 3 clusters Score -507945.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -507960.250000 Penalty: 2797.404785
	Iteration 26Q: 3 clusters Score -507960.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -507971.406250 Penalty: 2797.404785
	Iteration 27Q: 3 clusters Score -507971.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -507988.531250 Penalty: 2797.404785
	Iteration 28Q: 3 clusters Score -507988.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -508012.281250 Penalty: 2797.404785
	Iteration 29Q: 3 clusters Score -508012.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -508042.656250 Penalty: 2797.404785
	Iteration 30Q: 3 clusters Score -508042.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -508075.468750 Penalty: 2797.404785
	Iteration 31Q: 3 clusters Score -508075.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -508110.218750 Penalty: 2797.404785
	Iteration 32Q: 3 clusters Score -508110.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -508140.656250 Penalty: 2797.404785
	Iteration 33Q: 3 clusters Score -508140.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -508167.312500 Penalty: 2797.404785
	Iteration 34Q: 3 clusters Score -508167.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -508195.687500 Penalty: 2797.404785
	Iteration 35Q: 3 clusters Score -508195.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -508216.968750 Penalty: 2797.404785
	Iteration 36Q: 3 clusters Score -508217 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -508249.812500 Penalty: 2797.404785
	Iteration 37Q: 3 clusters Score -508249.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -508284.531250 Penalty: 2797.404785
	Iteration 38Q: 3 clusters Score -508284.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -508329.437500 Penalty: 2797.404785
	Iteration 39Q: 3 clusters Score -508329.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -508373.187500 Penalty: 2797.404785
	Iteration 40F: 3 clusters Score -508373.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -508391.093750 Penalty: 2797.404785
	Iteration 41Q: 3 clusters Score -508391.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -508402.156250 Penalty: 2797.404785
	Iteration 42Q: 3 clusters Score -508402.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -508409.312500 Penalty: 2797.404785
	Iteration 43Q: 3 clusters Score -508409.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -508417.781250 Penalty: 2797.404785
	Iteration 44Q: 3 clusters Score -508417.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -508424.156250 Penalty: 2797.404785
	Iteration 45Q: 3 clusters Score -508424.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -508429.250000 Penalty: 2797.404785
	Iteration 46Q: 3 clusters Score -508429.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -508430.500000 Penalty: 2797.404785
	Iteration 47Q: 3 clusters Score -508430.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -508431.562500 Penalty: 2797.404785
	Iteration 48Q: 3 clusters Score -508431.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -508432.937500 Penalty: 2797.404785
	Iteration 49Q: 3 clusters Score -508432.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -508433.750000 Penalty: 2797.404785
	Iteration 50Q: 3 clusters Score -508433.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -508435.250000 Penalty: 2797.404785
	Iteration 51Q: 3 clusters Score -508435.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -508435.156250 Penalty: 2797.404785
	Iteration 52Q: 3 clusters Score -508435.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -508435.156250 Penalty: 2797.404785
	Iteration 53F: 3 clusters Score -508435.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (15616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Entering Unmasked Estep 
Score: -1669447.500000 Penalty: 1569.108398
	Iteration 0F: 2 clusters Score -1669448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1658662.125000 Penalty: 3138.216797
	Iteration 0F: 3 clusters Score -1658662 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1662294.750000 Penalty: 3138.216797
	Iteration 1F: 3 clusters Score -1662295 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1662577.000000 Penalty: 3138.216797
	Iteration 2F: 3 clusters Score -1662577 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1662786.125000 Penalty: 3138.216797
	Iteration 3Q: 3 clusters Score -1662786 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1662970.500000 Penalty: 3138.216797
	Iteration 4Q: 3 clusters Score -1662970 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1663188.375000 Penalty: 3138.216797
	Iteration 5Q: 3 clusters Score -1663188 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1663495.625000 Penalty: 3138.216797
	Iteration 6Q: 3 clusters Score -1663496 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1663872.000000 Penalty: 3138.216797
	Iteration 7Q: 3 clusters Score -1663872 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1664387.375000 Penalty: 3138.216797
	Iteration 8F: 3 clusters Score -1664387 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1665110.500000 Penalty: 3138.216797
	Iteration 9F: 3 clusters Score -1665110 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1665960.250000 Penalty: 3138.216797
	Iteration 10F: 3 clusters Score -1665960 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1666761.250000 Penalty: 3138.216797
	Iteration 11F: 3 clusters Score -1666761 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1667340.000000 Penalty: 3138.216797
	Iteration 12Q: 3 clusters Score -1667340 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1667682.750000 Penalty: 3138.216797
	Iteration 13Q: 3 clusters Score -1667683 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1667846.750000 Penalty: 3138.216797
	Iteration 14Q: 3 clusters Score -1667847 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1667918.625000 Penalty: 3138.216797
	Iteration 15Q: 3 clusters Score -1667919 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1667972.375000 Penalty: 3138.216797
	Iteration 16Q: 3 clusters Score -1667972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1668008.250000 Penalty: 3138.216797
	Iteration 17Q: 3 clusters Score -1668008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1668039.375000 Penalty: 3138.216797
	Iteration 18Q: 3 clusters Score -1668039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1668062.875000 Penalty: 3138.216797
	Iteration 19Q: 3 clusters Score -1668063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1668075.750000 Penalty: 3138.216797
	Iteration 20F: 3 clusters Score -1668076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1668080.750000 Penalty: 3138.216797
	Iteration 21Q: 3 clusters Score -1668081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1668085.000000 Penalty: 3138.216797
	Iteration 22Q: 3 clusters Score -1668085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1668089.375000 Penalty: 3138.216797
	Iteration 23Q: 3 clusters Score -1668089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1668092.125000 Penalty: 3138.216797
	Iteration 24Q: 3 clusters Score -1668092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1668096.500000 Penalty: 3138.216797
	Iteration 25Q: 3 clusters Score -1668096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1668104.625000 Penalty: 3138.216797
	Iteration 26Q: 3 clusters Score -1668105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1668104.625000 Penalty: 3138.216797
	Iteration 27F: 3 clusters Score -1668105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -31704.447266 Penalty: 943.823181
	Iteration 0F: 2 clusters Score -31704.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -30811.429688 Penalty: 1887.646362
	Iteration 0F: 3 clusters Score -30811.43 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30947.462891 Penalty: 1887.646362
	Iteration 1F: 3 clusters Score -30947.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30985.316406 Penalty: 1887.646362
	Iteration 2Q: 3 clusters Score -30985.32 nChanged 7
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: -30998.378906 Penalty: 1887.646362
	Iteration 3Q: 3 clusters Score -30998.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31002.302734 Penalty: 1887.646362
	Iteration 4Q: 3 clusters Score -31002.3 nChanged 2
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: -31007.873047 Penalty: 1887.646362
	Iteration 5Q: 3 clusters Score -31007.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31012.654297 Penalty: 1887.646362
	Iteration 6Q: 3 clusters Score -31012.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -31014.322266 Penalty: 1887.646362
	Iteration 7Q: 3 clusters Score -31014.32 nChanged 1
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: -31018.734375 Penalty: 1887.646362
	Iteration 8Q: 3 clusters Score -31018.73 nChanged 0
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: -31018.734375 Penalty: 1887.646362
	Iteration 9F: 3 clusters Score -31018.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18896 members 
Mstep: Class 3 contains 4567 members 
Mstep: Class 4 contains 23977 members 
Mstep: Class 5 contains 18835 members 
Mstep: Class 6 contains 15641 members 
Mstep: Class 7 contains 121072 members 
Mstep: Class 8 contains 41484 members 
Mstep: Class 9 contains 11790 members 
Mstep: Class 10 contains 174620 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 6841 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 18585 members 
Mstep: Class 19 contains 28375 members 
Mstep: Class 20 contains 24986 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 29123 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38896 members 
Mstep: Class 26 contains 10845 members 
Mstep: Class 27 contains 4449 members 
Mstep: Class 28 contains 5401 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3392 members 
Mstep: Class 31 contains 5472 members 
Mstep: Class 32 contains 15616 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948820.000000 Penalty: 71703.882812
Iteration 159Q: 34 clusters Score -6.594882e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18899 members 
Mstep: Class 3 contains 4568 members 
Mstep: Class 4 contains 23975 members 
Mstep: Class 5 contains 18834 members 
Mstep: Class 6 contains 15644 members 
Mstep: Class 7 contains 121068 members 
Mstep: Class 8 contains 41486 members 
Mstep: Class 9 contains 11787 members 
Mstep: Class 10 contains 174604 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 6842 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 1754 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 18602 members 
Mstep: Class 19 contains 28369 members 
Mstep: Class 20 contains 24996 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 29105 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38893 members 
Mstep: Class 26 contains 10844 members 
Mstep: Class 27 contains 4460 members 
Mstep: Class 28 contains 5401 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3392 members 
Mstep: Class 31 contains 5474 members 
Mstep: Class 32 contains 15620 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948828.000000 Penalty: 71703.882812
Iteration 160F: 34 clusters Score -6.594883e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18901 members 
Mstep: Class 3 contains 4569 members 
Mstep: Class 4 contains 23978 members 
Mstep: Class 5 contains 18835 members 
Mstep: Class 6 contains 15643 members 
Mstep: Class 7 contains 121068 members 
Mstep: Class 8 contains 41490 members 
Mstep: Class 9 contains 11788 members 
Mstep: Class 10 contains 174589 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 6842 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 1754 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 18625 members 
Mstep: Class 19 contains 28364 members 
Mstep: Class 20 contains 24994 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 29088 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38887 members 
Mstep: Class 26 contains 10842 members 
Mstep: Class 27 contains 4466 members 
Mstep: Class 28 contains 5401 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3393 members 
Mstep: Class 31 contains 5477 members 
Mstep: Class 32 contains 15622 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948764.000000 Penalty: 71703.882812
Iteration 161Q: 34 clusters Score -6.594876e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18900 members 
Mstep: Class 3 contains 4569 members 
Mstep: Class 4 contains 23984 members 
Mstep: Class 5 contains 18836 members 
Mstep: Class 6 contains 15645 members 
Mstep: Class 7 contains 121066 members 
Mstep: Class 8 contains 41487 members 
Mstep: Class 9 contains 11786 members 
Mstep: Class 10 contains 174580 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4430 members 
Mstep: Class 13 contains 6843 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 1754 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 18653 members 
Mstep: Class 19 contains 28362 members 
Mstep: Class 20 contains 24994 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 29059 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38887 members 
Mstep: Class 26 contains 10842 members 
Mstep: Class 27 contains 4471 members 
Mstep: Class 28 contains 5400 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3393 members 
Mstep: Class 31 contains 5479 members 
Mstep: Class 32 contains 15624 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948752.000000 Penalty: 71703.882812
Iteration 162Q: 34 clusters Score -6.594875e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18903 members 
Mstep: Class 3 contains 4569 members 
Mstep: Class 4 contains 23989 members 
Mstep: Class 5 contains 18834 members 
Mstep: Class 6 contains 15646 members 
Mstep: Class 7 contains 121058 members 
Mstep: Class 8 contains 41493 members 
Mstep: Class 9 contains 11788 members 
Mstep: Class 10 contains 174557 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4430 members 
Mstep: Class 13 contains 6842 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 1753 members 
Mstep: Class 17 contains 2043 members 
Mstep: Class 18 contains 18676 members 
Mstep: Class 19 contains 28359 members 
Mstep: Class 20 contains 25007 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 29042 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38887 members 
Mstep: Class 26 contains 10842 members 
Mstep: Class 27 contains 4473 members 
Mstep: Class 28 contains 5400 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3393 members 
Mstep: Class 31 contains 5479 members 
Mstep: Class 32 contains 15624 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948712.000000 Penalty: 71703.882812
Iteration 163Q: 34 clusters Score -6.594871e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18902 members 
Mstep: Class 3 contains 4569 members 
Mstep: Class 4 contains 23989 members 
Mstep: Class 5 contains 18833 members 
Mstep: Class 6 contains 15646 members 
Mstep: Class 7 contains 121053 members 
Mstep: Class 8 contains 41496 members 
Mstep: Class 9 contains 11791 members 
Mstep: Class 10 contains 174529 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4430 members 
Mstep: Class 13 contains 6841 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 1752 members 
Mstep: Class 17 contains 2043 members 
Mstep: Class 18 contains 18695 members 
Mstep: Class 19 contains 28358 members 
Mstep: Class 20 contains 25037 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 29022 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38885 members 
Mstep: Class 26 contains 10841 members 
Mstep: Class 27 contains 4478 members 
Mstep: Class 28 contains 5400 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3392 members 
Mstep: Class 31 contains 5478 members 
Mstep: Class 32 contains 15627 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948824.000000 Penalty: 71703.882812
Iteration 164Q: 34 clusters Score -6.594882e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18901 members 
Mstep: Class 3 contains 4569 members 
Mstep: Class 4 contains 23992 members 
Mstep: Class 5 contains 18832 members 
Mstep: Class 6 contains 15642 members 
Mstep: Class 7 contains 121051 members 
Mstep: Class 8 contains 41506 members 
Mstep: Class 9 contains 11795 members 
Mstep: Class 10 contains 174488 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 6842 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 1752 members 
Mstep: Class 17 contains 2043 members 
Mstep: Class 18 contains 18723 members 
Mstep: Class 19 contains 28357 members 
Mstep: Class 20 contains 25051 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 29011 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38884 members 
Mstep: Class 26 contains 10836 members 
Mstep: Class 27 contains 4485 members 
Mstep: Class 28 contains 5400 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3392 members 
Mstep: Class 31 contains 5477 members 
Mstep: Class 32 contains 15630 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948904.000000 Penalty: 71703.882812
Iteration 165Q: 34 clusters Score -6.59489e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18900 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 23996 members 
Mstep: Class 5 contains 18832 members 
Mstep: Class 6 contains 15641 members 
Mstep: Class 7 contains 121047 members 
Mstep: Class 8 contains 41514 members 
Mstep: Class 9 contains 11799 members 
Mstep: Class 10 contains 174455 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 6841 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 1752 members 
Mstep: Class 17 contains 2043 members 
Mstep: Class 18 contains 18744 members 
Mstep: Class 19 contains 28353 members 
Mstep: Class 20 contains 25078 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 28993 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38879 members 
Mstep: Class 26 contains 10833 members 
Mstep: Class 27 contains 4488 members 
Mstep: Class 28 contains 5399 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3392 members 
Mstep: Class 31 contains 5479 members 
Mstep: Class 32 contains 15632 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948996.000000 Penalty: 71703.882812
Iteration 166Q: 34 clusters Score -6.5949e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18902 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 24001 members 
Mstep: Class 5 contains 18830 members 
Mstep: Class 6 contains 15640 members 
Mstep: Class 7 contains 121044 members 
Mstep: Class 8 contains 41516 members 
Mstep: Class 9 contains 11804 members 
Mstep: Class 10 contains 174431 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 6843 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 1754 members 
Mstep: Class 17 contains 2043 members 
Mstep: Class 18 contains 18768 members 
Mstep: Class 19 contains 28347 members 
Mstep: Class 20 contains 25091 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 28972 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38876 members 
Mstep: Class 26 contains 10831 members 
Mstep: Class 27 contains 4491 members 
Mstep: Class 28 contains 5399 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3392 members 
Mstep: Class 31 contains 5480 members 
Mstep: Class 32 contains 15635 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948800.000000 Penalty: 71703.882812
Iteration 167Q: 34 clusters Score -6.59488e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18902 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 24005 members 
Mstep: Class 5 contains 18827 members 
Mstep: Class 6 contains 15636 members 
Mstep: Class 7 contains 121045 members 
Mstep: Class 8 contains 41515 members 
Mstep: Class 9 contains 11812 members 
Mstep: Class 10 contains 174393 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 6846 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2043 members 
Mstep: Class 18 contains 18791 members 
Mstep: Class 19 contains 28345 members 
Mstep: Class 20 contains 25109 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 28955 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38876 members 
Mstep: Class 26 contains 10829 members 
Mstep: Class 27 contains 4499 members 
Mstep: Class 28 contains 5399 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3392 members 
Mstep: Class 31 contains 5481 members 
Mstep: Class 32 contains 15635 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948752.000000 Penalty: 71703.882812
Iteration 168Q: 34 clusters Score -6.594875e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18904 members 
Mstep: Class 3 contains 4569 members 
Mstep: Class 4 contains 24007 members 
Mstep: Class 5 contains 18824 members 
Mstep: Class 6 contains 15630 members 
Mstep: Class 7 contains 121043 members 
Mstep: Class 8 contains 41514 members 
Mstep: Class 9 contains 11815 members 
Mstep: Class 10 contains 174349 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 6846 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2043 members 
Mstep: Class 18 contains 18817 members 
Mstep: Class 19 contains 28347 members 
Mstep: Class 20 contains 25148 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 28938 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38875 members 
Mstep: Class 26 contains 10827 members 
Mstep: Class 27 contains 4505 members 
Mstep: Class 28 contains 5399 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3392 members 
Mstep: Class 31 contains 5477 members 
Mstep: Class 32 contains 15636 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948732.000000 Penalty: 71703.882812
Iteration 169Q: 34 clusters Score -6.594873e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18911 members 
Mstep: Class 3 contains 4568 members 
Mstep: Class 4 contains 24007 members 
Mstep: Class 5 contains 18824 members 
Mstep: Class 6 contains 15627 members 
Mstep: Class 7 contains 121041 members 
Mstep: Class 8 contains 41517 members 
Mstep: Class 9 contains 11815 members 
Mstep: Class 10 contains 174294 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 6844 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2043 members 
Mstep: Class 18 contains 18840 members 
Mstep: Class 19 contains 28347 members 
Mstep: Class 20 contains 25192 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 28918 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38877 members 
Mstep: Class 26 contains 10825 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 5399 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3392 members 
Mstep: Class 31 contains 5477 members 
Mstep: Class 32 contains 15637 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948868.000000 Penalty: 71703.882812
Iteration 170Q: 34 clusters Score -6.594887e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18914 members 
Mstep: Class 3 contains 4568 members 
Mstep: Class 4 contains 24004 members 
Mstep: Class 5 contains 18824 members 
Mstep: Class 6 contains 15628 members 
Mstep: Class 7 contains 121038 members 
Mstep: Class 8 contains 41525 members 
Mstep: Class 9 contains 11814 members 
Mstep: Class 10 contains 174230 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 6841 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2043 members 
Mstep: Class 18 contains 18875 members 
Mstep: Class 19 contains 28345 members 
Mstep: Class 20 contains 25237 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 28899 members 
Mstep: Class 24 contains 1458 members 
Mstep: Class 25 contains 38879 members 
Mstep: Class 26 contains 10820 members 
Mstep: Class 27 contains 4511 members 
Mstep: Class 28 contains 5400 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3393 members 
Mstep: Class 31 contains 5478 members 
Mstep: Class 32 contains 15638 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948844.000000 Penalty: 71703.882812
Iteration 171Q: 34 clusters Score -6.594884e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4568 members 
Mstep: Class 4 contains 24007 members 
Mstep: Class 5 contains 18824 members 
Mstep: Class 6 contains 15626 members 
Mstep: Class 7 contains 121037 members 
Mstep: Class 8 contains 41536 members 
Mstep: Class 9 contains 11812 members 
Mstep: Class 10 contains 174152 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 6841 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2043 members 
Mstep: Class 18 contains 18917 members 
Mstep: Class 19 contains 28341 members 
Mstep: Class 20 contains 25284 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 28880 members 
Mstep: Class 24 contains 1458 members 
Mstep: Class 25 contains 38883 members 
Mstep: Class 26 contains 10811 members 
Mstep: Class 27 contains 4513 members 
Mstep: Class 28 contains 5400 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3395 members 
Mstep: Class 31 contains 5480 members 
Mstep: Class 32 contains 15640 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948852.000000 Penalty: 71703.882812
Iteration 172Q: 34 clusters Score -6.594885e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4568 members 
Mstep: Class 4 contains 24006 members 
Mstep: Class 5 contains 18823 members 
Mstep: Class 6 contains 15623 members 
Mstep: Class 7 contains 121043 members 
Mstep: Class 8 contains 41546 members 
Mstep: Class 9 contains 11813 members 
Mstep: Class 10 contains 174080 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2043 members 
Mstep: Class 18 contains 18959 members 
Mstep: Class 19 contains 28339 members 
Mstep: Class 20 contains 25344 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 28851 members 
Mstep: Class 24 contains 1458 members 
Mstep: Class 25 contains 38879 members 
Mstep: Class 26 contains 10804 members 
Mstep: Class 27 contains 4517 members 
Mstep: Class 28 contains 5400 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 5475 members 
Mstep: Class 32 contains 15642 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948716.000000 Penalty: 71703.882812
Iteration 173Q: 34 clusters Score -6.594872e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4568 members 
Mstep: Class 4 contains 24006 members 
Mstep: Class 5 contains 18822 members 
Mstep: Class 6 contains 15627 members 
Mstep: Class 7 contains 121048 members 
Mstep: Class 8 contains 41551 members 
Mstep: Class 9 contains 11817 members 
Mstep: Class 10 contains 173989 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 1753 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 18996 members 
Mstep: Class 19 contains 28338 members 
Mstep: Class 20 contains 25419 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 28817 members 
Mstep: Class 24 contains 1458 members 
Mstep: Class 25 contains 38877 members 
Mstep: Class 26 contains 10801 members 
Mstep: Class 27 contains 4522 members 
Mstep: Class 28 contains 5400 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 5472 members 
Mstep: Class 32 contains 15645 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948648.000000 Penalty: 71703.882812
Iteration 174Q: 34 clusters Score -6.594865e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4569 members 
Mstep: Class 4 contains 24006 members 
Mstep: Class 5 contains 18822 members 
Mstep: Class 6 contains 15627 members 
Mstep: Class 7 contains 121050 members 
Mstep: Class 8 contains 41554 members 
Mstep: Class 9 contains 11821 members 
Mstep: Class 10 contains 173912 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 6841 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 1753 members 
Mstep: Class 17 contains 2043 members 
Mstep: Class 18 contains 19034 members 
Mstep: Class 19 contains 28337 members 
Mstep: Class 20 contains 25481 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 28780 members 
Mstep: Class 24 contains 1458 members 
Mstep: Class 25 contains 38873 members 
Mstep: Class 26 contains 10800 members 
Mstep: Class 27 contains 4525 members 
Mstep: Class 28 contains 5400 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 5475 members 
Mstep: Class 32 contains 15647 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948644.000000 Penalty: 71703.882812
Iteration 175Q: 34 clusters Score -6.594864e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4569 members 
Mstep: Class 4 contains 24001 members 
Mstep: Class 5 contains 18821 members 
Mstep: Class 6 contains 15630 members 
Mstep: Class 7 contains 121056 members 
Mstep: Class 8 contains 41557 members 
Mstep: Class 9 contains 11826 members 
Mstep: Class 10 contains 173845 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 6842 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 1752 members 
Mstep: Class 17 contains 2043 members 
Mstep: Class 18 contains 19084 members 
Mstep: Class 19 contains 28336 members 
Mstep: Class 20 contains 25527 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 28736 members 
Mstep: Class 24 contains 1458 members 
Mstep: Class 25 contains 38873 members 
Mstep: Class 26 contains 10796 members 
Mstep: Class 27 contains 4528 members 
Mstep: Class 28 contains 5399 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 5478 members 
Mstep: Class 32 contains 15651 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948660.000000 Penalty: 71703.882812
Iteration 176Q: 34 clusters Score -6.594866e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18912 members 
Mstep: Class 3 contains 4569 members 
Mstep: Class 4 contains 23994 members 
Mstep: Class 5 contains 18822 members 
Mstep: Class 6 contains 15636 members 
Mstep: Class 7 contains 121062 members 
Mstep: Class 8 contains 41570 members 
Mstep: Class 9 contains 11830 members 
Mstep: Class 10 contains 173775 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 6843 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3941 members 
Mstep: Class 16 contains 1751 members 
Mstep: Class 17 contains 2043 members 
Mstep: Class 18 contains 19132 members 
Mstep: Class 19 contains 28334 members 
Mstep: Class 20 contains 25587 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 28687 members 
Mstep: Class 24 contains 1458 members 
Mstep: Class 25 contains 38871 members 
Mstep: Class 26 contains 10791 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 5397 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 5476 members 
Mstep: Class 32 contains 15652 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948648.000000 Penalty: 71703.882812
Iteration 177Q: 34 clusters Score -6.594865e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18912 members 
Mstep: Class 3 contains 4569 members 
Mstep: Class 4 contains 23988 members 
Mstep: Class 5 contains 18822 members 
Mstep: Class 6 contains 15635 members 
Mstep: Class 7 contains 121058 members 
Mstep: Class 8 contains 41585 members 
Mstep: Class 9 contains 11837 members 
Mstep: Class 10 contains 173697 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 6844 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3941 members 
Mstep: Class 16 contains 1752 members 
Mstep: Class 17 contains 2044 members 
Mstep: Class 18 contains 19167 members 
Mstep: Class 19 contains 28334 members 
Mstep: Class 20 contains 25662 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 28643 members 
Mstep: Class 24 contains 1458 members 
Mstep: Class 25 contains 38870 members 
Mstep: Class 26 contains 10785 members 
Mstep: Class 27 contains 4534 members 
Mstep: Class 28 contains 5397 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 5475 members 
Mstep: Class 32 contains 15654 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948708.000000 Penalty: 71703.882812
Iteration 178Q: 34 clusters Score -6.594871e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18911 members 
Mstep: Class 3 contains 4569 members 
Mstep: Class 4 contains 23992 members 
Mstep: Class 5 contains 18822 members 
Mstep: Class 6 contains 15633 members 
Mstep: Class 7 contains 121056 members 
Mstep: Class 8 contains 41599 members 
Mstep: Class 9 contains 11846 members 
Mstep: Class 10 contains 173624 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 6845 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3941 members 
Mstep: Class 16 contains 1753 members 
Mstep: Class 17 contains 2044 members 
Mstep: Class 18 contains 19209 members 
Mstep: Class 19 contains 28329 members 
Mstep: Class 20 contains 25716 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 28601 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38868 members 
Mstep: Class 26 contains 10782 members 
Mstep: Class 27 contains 4539 members 
Mstep: Class 28 contains 5397 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 5475 members 
Mstep: Class 32 contains 15654 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948720.000000 Penalty: 71703.882812
Iteration 179Q: 34 clusters Score -6.594872e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18911 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 23993 members 
Mstep: Class 5 contains 18820 members 
Mstep: Class 6 contains 15635 members 
Mstep: Class 7 contains 121053 members 
Mstep: Class 8 contains 41622 members 
Mstep: Class 9 contains 11855 members 
Mstep: Class 10 contains 173571 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 6846 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3941 members 
Mstep: Class 16 contains 1754 members 
Mstep: Class 17 contains 2045 members 
Mstep: Class 18 contains 19234 members 
Mstep: Class 19 contains 28323 members 
Mstep: Class 20 contains 25765 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 28551 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38868 members 
Mstep: Class 26 contains 10782 members 
Mstep: Class 27 contains 4545 members 
Mstep: Class 28 contains 5396 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 5471 members 
Mstep: Class 32 contains 15654 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948608.000000 Penalty: 71703.882812
Iteration 180F: 34 clusters Score -6.594861e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18914 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 23998 members 
Mstep: Class 5 contains 18818 members 
Mstep: Class 6 contains 15631 members 
Mstep: Class 7 contains 121051 members 
Mstep: Class 8 contains 41638 members 
Mstep: Class 9 contains 11865 members 
Mstep: Class 10 contains 173525 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 6845 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3941 members 
Mstep: Class 16 contains 1754 members 
Mstep: Class 17 contains 2044 members 
Mstep: Class 18 contains 19259 members 
Mstep: Class 19 contains 28316 members 
Mstep: Class 20 contains 25807 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 28514 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38870 members 
Mstep: Class 26 contains 10782 members 
Mstep: Class 27 contains 4546 members 
Mstep: Class 28 contains 5395 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 5469 members 
Mstep: Class 32 contains 15653 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948568.000000 Penalty: 71703.882812
Iteration 181Q: 34 clusters Score -6.594857e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18914 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 24002 members 
Mstep: Class 5 contains 18817 members 
Mstep: Class 6 contains 15628 members 
Mstep: Class 7 contains 121045 members 
Mstep: Class 8 contains 41658 members 
Mstep: Class 9 contains 11872 members 
Mstep: Class 10 contains 173490 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 6844 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3941 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2043 members 
Mstep: Class 18 contains 19290 members 
Mstep: Class 19 contains 28304 members 
Mstep: Class 20 contains 25852 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 28463 members 
Mstep: Class 24 contains 1456 members 
Mstep: Class 25 contains 38873 members 
Mstep: Class 26 contains 10782 members 
Mstep: Class 27 contains 4548 members 
Mstep: Class 28 contains 5395 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 5468 members 
Mstep: Class 32 contains 15652 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948536.000000 Penalty: 71703.882812
Iteration 182Q: 34 clusters Score -6.594854e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18915 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 24010 members 
Mstep: Class 5 contains 18814 members 
Mstep: Class 6 contains 15631 members 
Mstep: Class 7 contains 121045 members 
Mstep: Class 8 contains 41669 members 
Mstep: Class 9 contains 11881 members 
Mstep: Class 10 contains 173463 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3941 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2043 members 
Mstep: Class 18 contains 19322 members 
Mstep: Class 19 contains 28301 members 
Mstep: Class 20 contains 25892 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 28404 members 
Mstep: Class 24 contains 1456 members 
Mstep: Class 25 contains 38869 members 
Mstep: Class 26 contains 10780 members 
Mstep: Class 27 contains 4549 members 
Mstep: Class 28 contains 5395 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 5466 members 
Mstep: Class 32 contains 15649 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948608.000000 Penalty: 71703.882812
Iteration 183Q: 34 clusters Score -6.594861e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18915 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 24018 members 
Mstep: Class 5 contains 18812 members 
Mstep: Class 6 contains 15632 members 
Mstep: Class 7 contains 121036 members 
Mstep: Class 8 contains 41685 members 
Mstep: Class 9 contains 11897 members 
Mstep: Class 10 contains 173421 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3941 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2043 members 
Mstep: Class 18 contains 19359 members 
Mstep: Class 19 contains 28295 members 
Mstep: Class 20 contains 25927 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 28364 members 
Mstep: Class 24 contains 1456 members 
Mstep: Class 25 contains 38867 members 
Mstep: Class 26 contains 10777 members 
Mstep: Class 27 contains 4549 members 
Mstep: Class 28 contains 5394 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 5459 members 
Mstep: Class 32 contains 15648 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948572.000000 Penalty: 71703.882812
Iteration 184Q: 34 clusters Score -6.594857e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4572 members 
Mstep: Class 4 contains 24022 members 
Mstep: Class 5 contains 18811 members 
Mstep: Class 6 contains 15638 members 
Mstep: Class 7 contains 121034 members 
Mstep: Class 8 contains 41695 members 
Mstep: Class 9 contains 11905 members 
Mstep: Class 10 contains 173383 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2043 members 
Mstep: Class 18 contains 19385 members 
Mstep: Class 19 contains 28292 members 
Mstep: Class 20 contains 25963 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 28325 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38862 members 
Mstep: Class 26 contains 10775 members 
Mstep: Class 27 contains 4550 members 
Mstep: Class 28 contains 5393 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 5455 members 
Mstep: Class 32 contains 15649 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948512.000000 Penalty: 71703.882812
Iteration 185Q: 34 clusters Score -6.594851e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18918 members 
Mstep: Class 3 contains 4572 members 
Mstep: Class 4 contains 24015 members 
Mstep: Class 5 contains 18812 members 
Mstep: Class 6 contains 15645 members 
Mstep: Class 7 contains 121026 members 
Mstep: Class 8 contains 41712 members 
Mstep: Class 9 contains 11910 members 
Mstep: Class 10 contains 173348 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4430 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2043 members 
Mstep: Class 18 contains 19413 members 
Mstep: Class 19 contains 28293 members 
Mstep: Class 20 contains 25990 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 28287 members 
Mstep: Class 24 contains 1458 members 
Mstep: Class 25 contains 38862 members 
Mstep: Class 26 contains 10773 members 
Mstep: Class 27 contains 4550 members 
Mstep: Class 28 contains 5391 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 5455 members 
Mstep: Class 32 contains 15651 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948584.000000 Penalty: 71703.882812
Iteration 186Q: 34 clusters Score -6.594858e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18924 members 
Mstep: Class 3 contains 4572 members 
Mstep: Class 4 contains 24017 members 
Mstep: Class 5 contains 18814 members 
Mstep: Class 6 contains 15649 members 
Mstep: Class 7 contains 121018 members 
Mstep: Class 8 contains 41736 members 
Mstep: Class 9 contains 11920 members 
Mstep: Class 10 contains 173298 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 6838 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1759 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 19444 members 
Mstep: Class 19 contains 28291 members 
Mstep: Class 20 contains 26016 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 28239 members 
Mstep: Class 24 contains 1458 members 
Mstep: Class 25 contains 38868 members 
Mstep: Class 26 contains 10769 members 
Mstep: Class 27 contains 4552 members 
Mstep: Class 28 contains 5391 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 5452 members 
Mstep: Class 32 contains 15654 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948556.000000 Penalty: 71703.882812
Iteration 187Q: 34 clusters Score -6.594856e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18924 members 
Mstep: Class 3 contains 4573 members 
Mstep: Class 4 contains 24019 members 
Mstep: Class 5 contains 18816 members 
Mstep: Class 6 contains 15643 members 
Mstep: Class 7 contains 121012 members 
Mstep: Class 8 contains 41752 members 
Mstep: Class 9 contains 11932 members 
Mstep: Class 10 contains 173263 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 6838 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1759 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 19485 members 
Mstep: Class 19 contains 28289 members 
Mstep: Class 20 contains 26039 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 28189 members 
Mstep: Class 24 contains 1459 members 
Mstep: Class 25 contains 38871 members 
Mstep: Class 26 contains 10767 members 
Mstep: Class 27 contains 4553 members 
Mstep: Class 28 contains 5391 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 5451 members 
Mstep: Class 32 contains 15654 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948488.000000 Penalty: 71703.882812
Iteration 188Q: 34 clusters Score -6.594849e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18924 members 
Mstep: Class 3 contains 4574 members 
Mstep: Class 4 contains 24023 members 
Mstep: Class 5 contains 18816 members 
Mstep: Class 6 contains 15643 members 
Mstep: Class 7 contains 121011 members 
Mstep: Class 8 contains 41779 members 
Mstep: Class 9 contains 11940 members 
Mstep: Class 10 contains 173236 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 6837 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1760 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 19548 members 
Mstep: Class 19 contains 28287 members 
Mstep: Class 20 contains 26050 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 28115 members 
Mstep: Class 24 contains 1459 members 
Mstep: Class 25 contains 38867 members 
Mstep: Class 26 contains 10763 members 
Mstep: Class 27 contains 4554 members 
Mstep: Class 28 contains 5391 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 5447 members 
Mstep: Class 32 contains 15655 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948476.000000 Penalty: 71703.882812
Iteration 189Q: 34 clusters Score -6.594848e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18925 members 
Mstep: Class 3 contains 4576 members 
Mstep: Class 4 contains 24023 members 
Mstep: Class 5 contains 18818 members 
Mstep: Class 6 contains 15640 members 
Mstep: Class 7 contains 121004 members 
Mstep: Class 8 contains 41788 members 
Mstep: Class 9 contains 11951 members 
Mstep: Class 10 contains 173208 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 6836 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1760 members 
Mstep: Class 17 contains 2043 members 
Mstep: Class 18 contains 19607 members 
Mstep: Class 19 contains 28286 members 
Mstep: Class 20 contains 26068 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 28048 members 
Mstep: Class 24 contains 1459 members 
Mstep: Class 25 contains 38871 members 
Mstep: Class 26 contains 10761 members 
Mstep: Class 27 contains 4555 members 
Mstep: Class 28 contains 5391 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 5445 members 
Mstep: Class 32 contains 15658 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948544.000000 Penalty: 71703.882812
Iteration 190Q: 34 clusters Score -6.594854e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18923 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 24024 members 
Mstep: Class 5 contains 18817 members 
Mstep: Class 6 contains 15630 members 
Mstep: Class 7 contains 120998 members 
Mstep: Class 8 contains 41814 members 
Mstep: Class 9 contains 11963 members 
Mstep: Class 10 contains 173179 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 6835 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1760 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 19670 members 
Mstep: Class 19 contains 28281 members 
Mstep: Class 20 contains 26092 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 27977 members 
Mstep: Class 24 contains 1460 members 
Mstep: Class 25 contains 38872 members 
Mstep: Class 26 contains 10756 members 
Mstep: Class 27 contains 4558 members 
Mstep: Class 28 contains 5391 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 5442 members 
Mstep: Class 32 contains 15659 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948484.000000 Penalty: 71703.882812
Iteration 191Q: 34 clusters Score -6.594848e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18921 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 24027 members 
Mstep: Class 5 contains 18819 members 
Mstep: Class 6 contains 15612 members 
Mstep: Class 7 contains 120990 members 
Mstep: Class 8 contains 41851 members 
Mstep: Class 9 contains 11969 members 
Mstep: Class 10 contains 173137 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 6836 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1760 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 19728 members 
Mstep: Class 19 contains 28273 members 
Mstep: Class 20 contains 26120 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 27918 members 
Mstep: Class 24 contains 1460 members 
Mstep: Class 25 contains 38872 members 
Mstep: Class 26 contains 10754 members 
Mstep: Class 27 contains 4566 members 
Mstep: Class 28 contains 5391 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 5438 members 
Mstep: Class 32 contains 15659 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948424.000000 Penalty: 71703.882812
Iteration 192Q: 34 clusters Score -6.594842e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18921 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 24030 members 
Mstep: Class 5 contains 18820 members 
Mstep: Class 6 contains 15603 members 
Mstep: Class 7 contains 120989 members 
Mstep: Class 8 contains 41867 members 
Mstep: Class 9 contains 11977 members 
Mstep: Class 10 contains 173090 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 6836 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1763 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 19778 members 
Mstep: Class 19 contains 28265 members 
Mstep: Class 20 contains 26172 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 27854 members 
Mstep: Class 24 contains 1460 members 
Mstep: Class 25 contains 38867 members 
Mstep: Class 26 contains 10748 members 
Mstep: Class 27 contains 4573 members 
Mstep: Class 28 contains 5391 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 5437 members 
Mstep: Class 32 contains 15659 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948424.000000 Penalty: 71703.882812
Iteration 193Q: 34 clusters Score -6.594842e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18920 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 24032 members 
Mstep: Class 5 contains 18818 members 
Mstep: Class 6 contains 15591 members 
Mstep: Class 7 contains 120985 members 
Mstep: Class 8 contains 41894 members 
Mstep: Class 9 contains 11989 members 
Mstep: Class 10 contains 173050 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 6834 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1761 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 19815 members 
Mstep: Class 19 contains 28261 members 
Mstep: Class 20 contains 26236 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 27780 members 
Mstep: Class 24 contains 1460 members 
Mstep: Class 25 contains 38865 members 
Mstep: Class 26 contains 10743 members 
Mstep: Class 27 contains 4581 members 
Mstep: Class 28 contains 5391 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 5433 members 
Mstep: Class 32 contains 15661 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948452.000000 Penalty: 71703.882812
Iteration 194Q: 34 clusters Score -6.594845e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18920 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 24037 members 
Mstep: Class 5 contains 18818 members 
Mstep: Class 6 contains 15574 members 
Mstep: Class 7 contains 120983 members 
Mstep: Class 8 contains 41912 members 
Mstep: Class 9 contains 12007 members 
Mstep: Class 10 contains 173007 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4429 members 
Mstep: Class 13 contains 6834 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1760 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 19856 members 
Mstep: Class 19 contains 28257 members 
Mstep: Class 20 contains 26293 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 27711 members 
Mstep: Class 24 contains 1460 members 
Mstep: Class 25 contains 38863 members 
Mstep: Class 26 contains 10738 members 
Mstep: Class 27 contains 4582 members 
Mstep: Class 28 contains 5391 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3398 members 
Mstep: Class 31 contains 5430 members 
Mstep: Class 32 contains 15664 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948388.000000 Penalty: 71703.882812
Iteration 195Q: 34 clusters Score -6.594839e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18919 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 24043 members 
Mstep: Class 5 contains 18817 members 
Mstep: Class 6 contains 15564 members 
Mstep: Class 7 contains 120977 members 
Mstep: Class 8 contains 41933 members 
Mstep: Class 9 contains 12023 members 
Mstep: Class 10 contains 172989 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 6831 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1760 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 19887 members 
Mstep: Class 19 contains 28254 members 
Mstep: Class 20 contains 26346 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 27633 members 
Mstep: Class 24 contains 1461 members 
Mstep: Class 25 contains 38858 members 
Mstep: Class 26 contains 10732 members 
Mstep: Class 27 contains 4584 members 
Mstep: Class 28 contains 5391 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3399 members 
Mstep: Class 31 contains 5428 members 
Mstep: Class 32 contains 15666 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948460.000000 Penalty: 71703.882812
Iteration 196Q: 34 clusters Score -6.594846e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18918 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 24046 members 
Mstep: Class 5 contains 18815 members 
Mstep: Class 6 contains 15559 members 
Mstep: Class 7 contains 120975 members 
Mstep: Class 8 contains 41949 members 
Mstep: Class 9 contains 12037 members 
Mstep: Class 10 contains 172977 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4427 members 
Mstep: Class 13 contains 6827 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1759 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 19919 members 
Mstep: Class 19 contains 28255 members 
Mstep: Class 20 contains 26398 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 27543 members 
Mstep: Class 24 contains 1461 members 
Mstep: Class 25 contains 38855 members 
Mstep: Class 26 contains 10729 members 
Mstep: Class 27 contains 4590 members 
Mstep: Class 28 contains 5390 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3401 members 
Mstep: Class 31 contains 5424 members 
Mstep: Class 32 contains 15669 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948448.000000 Penalty: 71703.882812
Iteration 197Q: 34 clusters Score -6.594845e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4581 members 
Mstep: Class 4 contains 24047 members 
Mstep: Class 5 contains 18814 members 
Mstep: Class 6 contains 15543 members 
Mstep: Class 7 contains 120972 members 
Mstep: Class 8 contains 41969 members 
Mstep: Class 9 contains 12055 members 
Mstep: Class 10 contains 172966 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4425 members 
Mstep: Class 13 contains 6826 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 19954 members 
Mstep: Class 19 contains 28249 members 
Mstep: Class 20 contains 26436 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 27466 members 
Mstep: Class 24 contains 1461 members 
Mstep: Class 25 contains 38856 members 
Mstep: Class 26 contains 10726 members 
Mstep: Class 27 contains 4594 members 
Mstep: Class 28 contains 5390 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3404 members 
Mstep: Class 31 contains 5420 members 
Mstep: Class 32 contains 15674 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948496.000000 Penalty: 71703.882812
Iteration 198Q: 34 clusters Score -6.59485e+07 nChanged 352
Entering ConstructFrom: 
Score: -65948496.000000 Penalty: 71703.882812
Entering ConstructFrom: 
Trying to split cluster 1 (1152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Entering Unmasked Estep 
Score: -108837.765625 Penalty: 1145.503906
	Iteration 0F: 2 clusters Score -108837.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -107374.531250 Penalty: 2291.007812
	Iteration 0F: 3 clusters Score -107374.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -107833.937500 Penalty: 2291.007812
	Iteration 1F: 3 clusters Score -107833.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -108074.679688 Penalty: 2291.007812
	Iteration 2F: 3 clusters Score -108074.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -108238.203125 Penalty: 2291.007812
	Iteration 3F: 3 clusters Score -108238.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -108408.906250 Penalty: 2291.007812
	Iteration 4F: 3 clusters Score -108408.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -108552.429688 Penalty: 2291.007812
	Iteration 5Q: 3 clusters Score -108552.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -108658.578125 Penalty: 2291.007812
	Iteration 6Q: 3 clusters Score -108658.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -108715.179688 Penalty: 2291.007812
	Iteration 7Q: 3 clusters Score -108715.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -108747.031250 Penalty: 2291.007812
	Iteration 8Q: 3 clusters Score -108747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -108773.250000 Penalty: 2291.007812
	Iteration 9Q: 3 clusters Score -108773.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -108796.046875 Penalty: 2291.007812
	Iteration 10Q: 3 clusters Score -108796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -108823.750000 Penalty: 2291.007812
	Iteration 11Q: 3 clusters Score -108823.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -108841.343750 Penalty: 2291.007812
	Iteration 12Q: 3 clusters Score -108841.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -108847.132812 Penalty: 2291.007812
	Iteration 13Q: 3 clusters Score -108847.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -108851.421875 Penalty: 2291.007812
	Iteration 14Q: 3 clusters Score -108851.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -108856.414062 Penalty: 2291.007812
	Iteration 15Q: 3 clusters Score -108856.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -108858.343750 Penalty: 2291.007812
	Iteration 16Q: 3 clusters Score -108858.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -108859.718750 Penalty: 2291.007812
	Iteration 17Q: 3 clusters Score -108859.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -108864.031250 Penalty: 2291.007812
	Iteration 18Q: 3 clusters Score -108864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -108868.007812 Penalty: 2291.007812
	Iteration 19Q: 3 clusters Score -108868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -108875.843750 Penalty: 2291.007812
	Iteration 20F: 3 clusters Score -108875.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -108899.101562 Penalty: 2291.007812
	Iteration 21Q: 3 clusters Score -108899.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -108919.648438 Penalty: 2291.007812
	Iteration 22Q: 3 clusters Score -108919.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -108946.937500 Penalty: 2291.007812
	Iteration 23Q: 3 clusters Score -108946.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -108972.507812 Penalty: 2291.007812
	Iteration 24Q: 3 clusters Score -108972.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -109009.164062 Penalty: 2291.007812
	Iteration 25Q: 3 clusters Score -109009.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -109058.671875 Penalty: 2291.007812
	Iteration 26Q: 3 clusters Score -109058.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -109129.273438 Penalty: 2291.007812
	Iteration 27Q: 3 clusters Score -109129.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -109213.625000 Penalty: 2291.007812
	Iteration 28Q: 3 clusters Score -109213.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -109244.648438 Penalty: 2291.007812
	Iteration 29Q: 3 clusters Score -109244.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -109250.390625 Penalty: 2291.007812
	Iteration 30Q: 3 clusters Score -109250.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -109252.468750 Penalty: 2291.007812
	Iteration 31Q: 3 clusters Score -109252.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -109253.343750 Penalty: 2291.007812
	Iteration 32Q: 3 clusters Score -109253.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -109253.343750 Penalty: 2291.007812
	Iteration 33F: 3 clusters Score -109253.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 24050 members 
Mstep: Class 5 contains 18812 members 
Mstep: Class 6 contains 15532 members 
Mstep: Class 7 contains 120976 members 
Mstep: Class 8 contains 41984 members 
Mstep: Class 9 contains 12061 members 
Mstep: Class 10 contains 172960 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 6825 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 19994 members 
Mstep: Class 19 contains 28244 members 
Mstep: Class 20 contains 26482 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 27379 members 
Mstep: Class 24 contains 1461 members 
Mstep: Class 25 contains 38854 members 
Mstep: Class 26 contains 10720 members 
Mstep: Class 27 contains 4596 members 
Mstep: Class 28 contains 5390 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3408 members 
Mstep: Class 31 contains 5418 members 
Mstep: Class 32 contains 15679 members 
Mstep: Class 33 contains 333 members 
Mstep: Class 34 contains 736 members 
Entering Unmasked Estep 
Score: -65947944.000000 Penalty: 73876.734375
Splitting cluster 1 changes total score from -65948496.000000 to -65947944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (18917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Entering Unmasked Estep 
Score: -1993741.000000 Penalty: 1600.270142
	Iteration 0F: 2 clusters Score -1993741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1980762.125000 Penalty: 3200.540283
	Iteration 0F: 3 clusters Score -1980762 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1985633.125000 Penalty: 3200.540283
	Iteration 1F: 3 clusters Score -1985633 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1986111.875000 Penalty: 3200.540283
	Iteration 2F: 3 clusters Score -1986112 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1986611.375000 Penalty: 3200.540283
	Iteration 3F: 3 clusters Score -1986611 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1987125.875000 Penalty: 3200.540283
	Iteration 4F: 3 clusters Score -1987126 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1987654.875000 Penalty: 3200.540283
	Iteration 5F: 3 clusters Score -1987655 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1988281.875000 Penalty: 3200.540283
	Iteration 6F: 3 clusters Score -1988282 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1989060.875000 Penalty: 3200.540283
	Iteration 7F: 3 clusters Score -1989061 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1989914.375000 Penalty: 3200.540283
	Iteration 8F: 3 clusters Score -1989914 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1990835.250000 Penalty: 3200.540283
	Iteration 9F: 3 clusters Score -1990835 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1991669.000000 Penalty: 3200.540283
	Iteration 10Q: 3 clusters Score -1991669 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1992218.250000 Penalty: 3200.540283
	Iteration 11Q: 3 clusters Score -1992218 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1992554.500000 Penalty: 3200.540283
	Iteration 12Q: 3 clusters Score -1992554 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -1992759.750000 Penalty: 3200.540283
	Iteration 13Q: 3 clusters Score -1992760 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -1992873.750000 Penalty: 3200.540283
	Iteration 14Q: 3 clusters Score -1992874 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -1992972.500000 Penalty: 3200.540283
	Iteration 15Q: 3 clusters Score -1992972 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -1993079.750000 Penalty: 3200.540283
	Iteration 16Q: 3 clusters Score -1993080 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -1993151.750000 Penalty: 3200.540283
	Iteration 17Q: 3 clusters Score -1993152 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -1993217.250000 Penalty: 3200.540283
	Iteration 18Q: 3 clusters Score -1993217 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -1993248.875000 Penalty: 3200.540283
	Iteration 19Q: 3 clusters Score -1993249 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -1993272.750000 Penalty: 3200.540283
	Iteration 20F: 3 clusters Score -1993273 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -1993294.125000 Penalty: 3200.540283
	Iteration 21Q: 3 clusters Score -1993294 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -1993312.250000 Penalty: 3200.540283
	Iteration 22Q: 3 clusters Score -1993312 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -1993331.125000 Penalty: 3200.540283
	Iteration 23Q: 3 clusters Score -1993331 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -1993344.875000 Penalty: 3200.540283
	Iteration 24Q: 3 clusters Score -1993345 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -1993353.125000 Penalty: 3200.540283
	Iteration 25Q: 3 clusters Score -1993353 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -1993360.125000 Penalty: 3200.540283
	Iteration 26Q: 3 clusters Score -1993360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -1993359.750000 Penalty: 3200.540283
	Iteration 27Q: 3 clusters Score -1993360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -1993362.375000 Penalty: 3200.540283
	Iteration 28Q: 3 clusters Score -1993362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -1993363.750000 Penalty: 3200.540283
	Iteration 29Q: 3 clusters Score -1993364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -1993363.125000 Penalty: 3200.540283
	Iteration 30Q: 3 clusters Score -1993363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -1993365.500000 Penalty: 3200.540283
	Iteration 31Q: 3 clusters Score -1993366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -1993364.625000 Penalty: 3200.540283
	Iteration 32Q: 3 clusters Score -1993365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -1993370.375000 Penalty: 3200.540283
	Iteration 33Q: 3 clusters Score -1993370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -1993370.375000 Penalty: 3200.540283
	Iteration 34Q: 3 clusters Score -1993370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -1993372.500000 Penalty: 3200.540283
	Iteration 35Q: 3 clusters Score -1993372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -1993370.750000 Penalty: 3200.540283
	Iteration 36Q: 3 clusters Score -1993371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -1993375.125000 Penalty: 3200.540283
	Iteration 37Q: 3 clusters Score -1993375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -1993372.875000 Penalty: 3200.540283
	Iteration 38Q: 3 clusters Score -1993373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -1993375.375000 Penalty: 3200.540283
	Iteration 39Q: 3 clusters Score -1993375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -1993377.625000 Penalty: 3200.540283
	Iteration 40F: 3 clusters Score -1993378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -1993378.750000 Penalty: 3200.540283
	Iteration 41Q: 3 clusters Score -1993379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -1993384.125000 Penalty: 3200.540283
	Iteration 42Q: 3 clusters Score -1993384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -1993382.250000 Penalty: 3200.540283
	Iteration 43Q: 3 clusters Score -1993382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -1993379.875000 Penalty: 3200.540283
	Iteration 44Q: 3 clusters Score -1993380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -1993384.000000 Penalty: 3200.540283
	Iteration 45Q: 3 clusters Score -1993384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -1993381.000000 Penalty: 3200.540283
	Iteration 46Q: 3 clusters Score -1993381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -1993380.875000 Penalty: 3200.540283
	Iteration 47Q: 3 clusters Score -1993381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -1993380.875000 Penalty: 3200.540283
	Iteration 48Q: 3 clusters Score -1993381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -1993379.875000 Penalty: 3200.540283
	Iteration 49Q: 3 clusters Score -1993380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -1993379.875000 Penalty: 3200.540283
	Iteration 50F: 3 clusters Score -1993380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Entering Unmasked Estep 
Score: -469818.968750 Penalty: 1369.892700
	Iteration 0F: 2 clusters Score -469819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -466124.093750 Penalty: 2739.785400
	Iteration 0F: 3 clusters Score -466124.1 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -467164.062500 Penalty: 2739.785400
	Iteration 1F: 3 clusters Score -467164.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -467362.875000 Penalty: 2739.785400
	Iteration 2F: 3 clusters Score -467362.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -467507.250000 Penalty: 2739.785400
	Iteration 3F: 3 clusters Score -467507.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -467637.406250 Penalty: 2739.785400
	Iteration 4Q: 3 clusters Score -467637.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -467772.906250 Penalty: 2739.785400
	Iteration 5Q: 3 clusters Score -467772.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -467906.375000 Penalty: 2739.785400
	Iteration 6Q: 3 clusters Score -467906.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -468006.937500 Penalty: 2739.785400
	Iteration 7Q: 3 clusters Score -468006.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -468101.625000 Penalty: 2739.785400
	Iteration 8Q: 3 clusters Score -468101.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -468195.625000 Penalty: 2739.785400
	Iteration 9Q: 3 clusters Score -468195.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -468284.875000 Penalty: 2739.785400
	Iteration 10Q: 3 clusters Score -468284.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -468393.468750 Penalty: 2739.785400
	Iteration 11Q: 3 clusters Score -468393.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -468514.812500 Penalty: 2739.785400
	Iteration 12Q: 3 clusters Score -468514.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -468670.437500 Penalty: 2739.785400
	Iteration 13Q: 3 clusters Score -468670.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -468810.968750 Penalty: 2739.785400
	Iteration 14Q: 3 clusters Score -468811 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -468924.093750 Penalty: 2739.785400
	Iteration 15Q: 3 clusters Score -468924.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -468996.156250 Penalty: 2739.785400
	Iteration 16Q: 3 clusters Score -468996.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -469036.000000 Penalty: 2739.785400
	Iteration 17Q: 3 clusters Score -469036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -469062.312500 Penalty: 2739.785400
	Iteration 18Q: 3 clusters Score -469062.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -469083.187500 Penalty: 2739.785400
	Iteration 19Q: 3 clusters Score -469083.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -469097.031250 Penalty: 2739.785400
	Iteration 20F: 3 clusters Score -469097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -469103.531250 Penalty: 2739.785400
	Iteration 21Q: 3 clusters Score -469103.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -469110.468750 Penalty: 2739.785400
	Iteration 22Q: 3 clusters Score -469110.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -469114.593750 Penalty: 2739.785400
	Iteration 23Q: 3 clusters Score -469114.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -469115.968750 Penalty: 2739.785400
	Iteration 24Q: 3 clusters Score -469116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -469117.000000 Penalty: 2739.785400
	Iteration 25Q: 3 clusters Score -469117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -469119.562500 Penalty: 2739.785400
	Iteration 26Q: 3 clusters Score -469119.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -469121.437500 Penalty: 2739.785400
	Iteration 27Q: 3 clusters Score -469121.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -469121.437500 Penalty: 2739.785400
	Iteration 28F: 3 clusters Score -469121.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Entering Unmasked Estep 
Score: -2555427.500000 Penalty: 1639.282227
	Iteration 0F: 2 clusters Score -2555428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2539142.750000 Penalty: 3278.564453
	Iteration 0F: 3 clusters Score -2539143 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2545136.250000 Penalty: 3278.564453
	Iteration 1F: 3 clusters Score -2545136 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2545462.500000 Penalty: 3278.564453
	Iteration 2Q: 3 clusters Score -2545462 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2545767.000000 Penalty: 3278.564453
	Iteration 3Q: 3 clusters Score -2545767 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2546049.750000 Penalty: 3278.564453
	Iteration 4Q: 3 clusters Score -2546050 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2546358.750000 Penalty: 3278.564453
	Iteration 5Q: 3 clusters Score -2546359 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2546703.750000 Penalty: 3278.564453
	Iteration 6Q: 3 clusters Score -2546704 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2547117.250000 Penalty: 3278.564453
	Iteration 7Q: 3 clusters Score -2547117 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2547662.500000 Penalty: 3278.564453
	Iteration 8Q: 3 clusters Score -2547662 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2548314.250000 Penalty: 3278.564453
	Iteration 9Q: 3 clusters Score -2548314 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2548980.750000 Penalty: 3278.564453
	Iteration 10Q: 3 clusters Score -2548981 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2549597.000000 Penalty: 3278.564453
	Iteration 11Q: 3 clusters Score -2549597 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2550026.750000 Penalty: 3278.564453
	Iteration 12Q: 3 clusters Score -2550027 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2550303.750000 Penalty: 3278.564453
	Iteration 13Q: 3 clusters Score -2550304 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -2550451.750000 Penalty: 3278.564453
	Iteration 14Q: 3 clusters Score -2550452 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2550575.750000 Penalty: 3278.564453
	Iteration 15Q: 3 clusters Score -2550576 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2550675.500000 Penalty: 3278.564453
	Iteration 16Q: 3 clusters Score -2550676 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2550774.250000 Penalty: 3278.564453
	Iteration 17Q: 3 clusters Score -2550774 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2550884.000000 Penalty: 3278.564453
	Iteration 18Q: 3 clusters Score -2550884 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2551049.500000 Penalty: 3278.564453
	Iteration 19Q: 3 clusters Score -2551050 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2551210.750000 Penalty: 3278.564453
	Iteration 20F: 3 clusters Score -2551211 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2551387.750000 Penalty: 3278.564453
	Iteration 21Q: 3 clusters Score -2551388 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -2551576.750000 Penalty: 3278.564453
	Iteration 22Q: 3 clusters Score -2551577 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2551806.000000 Penalty: 3278.564453
	Iteration 23Q: 3 clusters Score -2551806 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -2552060.250000 Penalty: 3278.564453
	Iteration 24Q: 3 clusters Score -2552060 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -2552322.500000 Penalty: 3278.564453
	Iteration 25Q: 3 clusters Score -2552322 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -2552604.500000 Penalty: 3278.564453
	Iteration 26Q: 3 clusters Score -2552604 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -2552866.250000 Penalty: 3278.564453
	Iteration 27Q: 3 clusters Score -2552866 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -2553084.250000 Penalty: 3278.564453
	Iteration 28Q: 3 clusters Score -2553084 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -2553276.250000 Penalty: 3278.564453
	Iteration 29Q: 3 clusters Score -2553276 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -2553453.250000 Penalty: 3278.564453
	Iteration 30Q: 3 clusters Score -2553453 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -2553607.500000 Penalty: 3278.564453
	Iteration 31Q: 3 clusters Score -2553608 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -2553704.750000 Penalty: 3278.564453
	Iteration 32Q: 3 clusters Score -2553705 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -2553783.000000 Penalty: 3278.564453
	Iteration 33Q: 3 clusters Score -2553783 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -2553841.000000 Penalty: 3278.564453
	Iteration 34Q: 3 clusters Score -2553841 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -2553874.250000 Penalty: 3278.564453
	Iteration 35Q: 3 clusters Score -2553874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -2553902.750000 Penalty: 3278.564453
	Iteration 36Q: 3 clusters Score -2553903 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -2553913.000000 Penalty: 3278.564453
	Iteration 37Q: 3 clusters Score -2553913 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -2553930.750000 Penalty: 3278.564453
	Iteration 38Q: 3 clusters Score -2553931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -2553948.000000 Penalty: 3278.564453
	Iteration 39Q: 3 clusters Score -2553948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -2553958.000000 Penalty: 3278.564453
	Iteration 40F: 3 clusters Score -2553958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -2553977.000000 Penalty: 3278.564453
	Iteration 41Q: 3 clusters Score -2553977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -2553983.000000 Penalty: 3278.564453
	Iteration 42Q: 3 clusters Score -2553983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -2553985.750000 Penalty: 3278.564453
	Iteration 43Q: 3 clusters Score -2553986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -2553986.250000 Penalty: 3278.564453
	Iteration 44Q: 3 clusters Score -2553986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -2553990.250000 Penalty: 3278.564453
	Iteration 45Q: 3 clusters Score -2553990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -2553995.250000 Penalty: 3278.564453
	Iteration 46Q: 3 clusters Score -2553995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -2553992.500000 Penalty: 3278.564453
	Iteration 47Q: 3 clusters Score -2553992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -2553994.750000 Penalty: 3278.564453
	Iteration 48Q: 3 clusters Score -2553995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -2553997.000000 Penalty: 3278.564453
	Iteration 49Q: 3 clusters Score -2553997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -2553996.500000 Penalty: 3278.564453
	Iteration 50Q: 3 clusters Score -2553996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -2553998.500000 Penalty: 3278.564453
	Iteration 51Q: 3 clusters Score -2553998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -2553999.500000 Penalty: 3278.564453
	Iteration 52Q: 3 clusters Score -2554000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -2554002.750000 Penalty: 3278.564453
	Iteration 53Q: 3 clusters Score -2554003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -2554003.000000 Penalty: 3278.564453
	Iteration 54Q: 3 clusters Score -2554003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -2554004.500000 Penalty: 3278.564453
	Iteration 55Q: 3 clusters Score -2554004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -2554007.000000 Penalty: 3278.564453
	Iteration 56Q: 3 clusters Score -2554007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -2554008.750000 Penalty: 3278.564453
	Iteration 57Q: 3 clusters Score -2554009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -2554008.750000 Penalty: 3278.564453
	Iteration 58F: 3 clusters Score -2554009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Entering Unmasked Estep 
Score: -1979158.000000 Penalty: 1599.365601
	Iteration 0F: 2 clusters Score -1979158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1966361.875000 Penalty: 3198.731201
	Iteration 0F: 3 clusters Score -1966362 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1971150.625000 Penalty: 3198.731201
	Iteration 1F: 3 clusters Score -1971151 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1971707.875000 Penalty: 3198.731201
	Iteration 2F: 3 clusters Score -1971708 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1972355.750000 Penalty: 3198.731201
	Iteration 3F: 3 clusters Score -1972356 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1973112.750000 Penalty: 3198.731201
	Iteration 4F: 3 clusters Score -1973113 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1973989.125000 Penalty: 3198.731201
	Iteration 5F: 3 clusters Score -1973989 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1974855.750000 Penalty: 3198.731201
	Iteration 6F: 3 clusters Score -1974856 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -1975522.375000 Penalty: 3198.731201
	Iteration 7F: 3 clusters Score -1975522 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -1976114.625000 Penalty: 3198.731201
	Iteration 8Q: 3 clusters Score -1976115 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -1976623.125000 Penalty: 3198.731201
	Iteration 9Q: 3 clusters Score -1976623 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -1977020.750000 Penalty: 3198.731201
	Iteration 10Q: 3 clusters Score -1977021 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -1977271.125000 Penalty: 3198.731201
	Iteration 11Q: 3 clusters Score -1977271 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -1977439.500000 Penalty: 3198.731201
	Iteration 12Q: 3 clusters Score -1977440 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -1977543.750000 Penalty: 3198.731201
	Iteration 13Q: 3 clusters Score -1977544 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -1977615.125000 Penalty: 3198.731201
	Iteration 14Q: 3 clusters Score -1977615 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -1977656.875000 Penalty: 3198.731201
	Iteration 15Q: 3 clusters Score -1977657 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -1977692.500000 Penalty: 3198.731201
	Iteration 16Q: 3 clusters Score -1977692 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -1977718.375000 Penalty: 3198.731201
	Iteration 17Q: 3 clusters Score -1977718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -1977732.750000 Penalty: 3198.731201
	Iteration 18Q: 3 clusters Score -1977733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -1977744.375000 Penalty: 3198.731201
	Iteration 19Q: 3 clusters Score -1977744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -1977748.375000 Penalty: 3198.731201
	Iteration 20F: 3 clusters Score -1977748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -1977749.250000 Penalty: 3198.731201
	Iteration 21Q: 3 clusters Score -1977749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -1977752.875000 Penalty: 3198.731201
	Iteration 22Q: 3 clusters Score -1977753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -1977756.125000 Penalty: 3198.731201
	Iteration 23Q: 3 clusters Score -1977756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -1977756.125000 Penalty: 3198.731201
	Iteration 24F: 3 clusters Score -1977756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Entering Unmasked Estep 
Score: -1619189.000000 Penalty: 1568.231812
	Iteration 0F: 2 clusters Score -1619189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1608367.750000 Penalty: 3136.463623
	Iteration 0F: 3 clusters Score -1608368 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1612234.375000 Penalty: 3136.463623
	Iteration 1F: 3 clusters Score -1612234 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1612576.125000 Penalty: 3136.463623
	Iteration 2F: 3 clusters Score -1612576 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1612896.500000 Penalty: 3136.463623
	Iteration 3Q: 3 clusters Score -1612896 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1613304.500000 Penalty: 3136.463623
	Iteration 4Q: 3 clusters Score -1613304 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1613884.125000 Penalty: 3136.463623
	Iteration 5F: 3 clusters Score -1613884 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1614658.500000 Penalty: 3136.463623
	Iteration 6F: 3 clusters Score -1614658 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1615483.750000 Penalty: 3136.463623
	Iteration 7F: 3 clusters Score -1615484 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1616216.750000 Penalty: 3136.463623
	Iteration 8F: 3 clusters Score -1616217 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1616800.625000 Penalty: 3136.463623
	Iteration 9F: 3 clusters Score -1616801 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1617306.875000 Penalty: 3136.463623
	Iteration 10Q: 3 clusters Score -1617307 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1617669.500000 Penalty: 3136.463623
	Iteration 11Q: 3 clusters Score -1617670 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1617901.625000 Penalty: 3136.463623
	Iteration 12Q: 3 clusters Score -1617902 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1618074.500000 Penalty: 3136.463623
	Iteration 13Q: 3 clusters Score -1618074 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1618202.500000 Penalty: 3136.463623
	Iteration 14Q: 3 clusters Score -1618202 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1618305.750000 Penalty: 3136.463623
	Iteration 15Q: 3 clusters Score -1618306 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1618384.125000 Penalty: 3136.463623
	Iteration 16Q: 3 clusters Score -1618384 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1618456.375000 Penalty: 3136.463623
	Iteration 17Q: 3 clusters Score -1618456 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1618526.875000 Penalty: 3136.463623
	Iteration 18Q: 3 clusters Score -1618527 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1618597.250000 Penalty: 3136.463623
	Iteration 19Q: 3 clusters Score -1618597 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1618668.500000 Penalty: 3136.463623
	Iteration 20F: 3 clusters Score -1618668 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1618706.125000 Penalty: 3136.463623
	Iteration 21Q: 3 clusters Score -1618706 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1618733.875000 Penalty: 3136.463623
	Iteration 22Q: 3 clusters Score -1618734 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1618752.250000 Penalty: 3136.463623
	Iteration 23Q: 3 clusters Score -1618752 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1618767.625000 Penalty: 3136.463623
	Iteration 24Q: 3 clusters Score -1618768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1618780.500000 Penalty: 3136.463623
	Iteration 25Q: 3 clusters Score -1618780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1618791.125000 Penalty: 3136.463623
	Iteration 26Q: 3 clusters Score -1618791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1618795.125000 Penalty: 3136.463623
	Iteration 27Q: 3 clusters Score -1618795 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1618799.750000 Penalty: 3136.463623
	Iteration 28Q: 3 clusters Score -1618800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1618802.125000 Penalty: 3136.463623
	Iteration 29Q: 3 clusters Score -1618802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1618805.625000 Penalty: 3136.463623
	Iteration 30Q: 3 clusters Score -1618806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1618807.625000 Penalty: 3136.463623
	Iteration 31Q: 3 clusters Score -1618808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1618812.125000 Penalty: 3136.463623
	Iteration 32Q: 3 clusters Score -1618812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1618813.875000 Penalty: 3136.463623
	Iteration 33Q: 3 clusters Score -1618814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1618815.125000 Penalty: 3136.463623
	Iteration 34Q: 3 clusters Score -1618815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1618817.250000 Penalty: 3136.463623
	Iteration 35Q: 3 clusters Score -1618817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1618814.000000 Penalty: 3136.463623
	Iteration 36Q: 3 clusters Score -1618814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1618816.000000 Penalty: 3136.463623
	Iteration 37Q: 3 clusters Score -1618816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1618817.875000 Penalty: 3136.463623
	Iteration 38Q: 3 clusters Score -1618818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1618816.250000 Penalty: 3136.463623
	Iteration 39Q: 3 clusters Score -1618816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1618818.375000 Penalty: 3136.463623
	Iteration 40F: 3 clusters Score -1618818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1618817.375000 Penalty: 3136.463623
	Iteration 41Q: 3 clusters Score -1618817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1618817.250000 Penalty: 3136.463623
	Iteration 42Q: 3 clusters Score -1618817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1618817.250000 Penalty: 3136.463623
	Iteration 43F: 3 clusters Score -1618817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (120976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120976 members 
Entering Unmasked Estep 
Score: -13003985.000000 Penalty: 1901.793945
	Iteration 0F: 2 clusters Score -1.300398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60428 members 
Mstep: Class 2 contains 60548 members 
Entering Unmasked Estep 
Score: -12923297.000000 Penalty: 3803.587891
	Iteration 0F: 3 clusters Score -1.29233e+07 nChanged 58143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59913 members 
Mstep: Class 2 contains 61063 members 
Entering Unmasked Estep 
Score: -12957108.000000 Penalty: 3803.587891
	Iteration 1F: 3 clusters Score -1.295711e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 61418 members 
Entering Unmasked Estep 
Score: -12957807.000000 Penalty: 3803.587891
	Iteration 2Q: 3 clusters Score -1.295781e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59041 members 
Mstep: Class 2 contains 61935 members 
Entering Unmasked Estep 
Score: -12958470.000000 Penalty: 3803.587891
	Iteration 3Q: 3 clusters Score -1.295847e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58250 members 
Mstep: Class 2 contains 62726 members 
Entering Unmasked Estep 
Score: -12959457.000000 Penalty: 3803.587891
	Iteration 4Q: 3 clusters Score -1.295946e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 63966 members 
Entering Unmasked Estep 
Score: -12960924.000000 Penalty: 3803.587891
	Iteration 5Q: 3 clusters Score -1.296092e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55201 members 
Mstep: Class 2 contains 65775 members 
Entering Unmasked Estep 
Score: -12963225.000000 Penalty: 3803.587891
	Iteration 6Q: 3 clusters Score -1.296322e+07 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 68156 members 
Entering Unmasked Estep 
Score: -12966977.000000 Penalty: 3803.587891
	Iteration 7F: 3 clusters Score -1.296698e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 70865 members 
Entering Unmasked Estep 
Score: -12972325.000000 Penalty: 3803.587891
	Iteration 8F: 3 clusters Score -1.297232e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 73267 members 
Entering Unmasked Estep 
Score: -12978441.000000 Penalty: 3803.587891
	Iteration 9F: 3 clusters Score -1.297844e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45915 members 
Mstep: Class 2 contains 75061 members 
Entering Unmasked Estep 
Score: -12982716.000000 Penalty: 3803.587891
	Iteration 10F: 3 clusters Score -1.298272e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 76421 members 
Entering Unmasked Estep 
Score: -12984513.000000 Penalty: 3803.587891
	Iteration 11Q: 3 clusters Score -1.298451e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 77773 members 
Entering Unmasked Estep 
Score: -12985401.000000 Penalty: 3803.587891
	Iteration 12Q: 3 clusters Score -1.29854e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 79182 members 
Entering Unmasked Estep 
Score: -12986002.000000 Penalty: 3803.587891
	Iteration 13Q: 3 clusters Score -1.2986e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 80648 members 
Entering Unmasked Estep 
Score: -12986574.000000 Penalty: 3803.587891
	Iteration 14Q: 3 clusters Score -1.298657e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 82185 members 
Entering Unmasked Estep 
Score: -12987272.000000 Penalty: 3803.587891
	Iteration 15Q: 3 clusters Score -1.298727e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 83794 members 
Entering Unmasked Estep 
Score: -12988016.000000 Penalty: 3803.587891
	Iteration 16Q: 3 clusters Score -1.298802e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 85432 members 
Entering Unmasked Estep 
Score: -12988688.000000 Penalty: 3803.587891
	Iteration 17Q: 3 clusters Score -1.298869e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 87052 members 
Entering Unmasked Estep 
Score: -12989464.000000 Penalty: 3803.587891
	Iteration 18Q: 3 clusters Score -1.298946e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 88710 members 
Entering Unmasked Estep 
Score: -12990296.000000 Penalty: 3803.587891
	Iteration 19Q: 3 clusters Score -1.29903e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 90284 members 
Entering Unmasked Estep 
Score: -12990902.000000 Penalty: 3803.587891
	Iteration 20F: 3 clusters Score -1.29909e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 91814 members 
Entering Unmasked Estep 
Score: -12991518.000000 Penalty: 3803.587891
	Iteration 21Q: 3 clusters Score -1.299152e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 93234 members 
Entering Unmasked Estep 
Score: -12992069.000000 Penalty: 3803.587891
	Iteration 22Q: 3 clusters Score -1.299207e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 94576 members 
Entering Unmasked Estep 
Score: -12992672.000000 Penalty: 3803.587891
	Iteration 23Q: 3 clusters Score -1.299267e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 95911 members 
Entering Unmasked Estep 
Score: -12993238.000000 Penalty: 3803.587891
	Iteration 24Q: 3 clusters Score -1.299324e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 97268 members 
Entering Unmasked Estep 
Score: -12993742.000000 Penalty: 3803.587891
	Iteration 25Q: 3 clusters Score -1.299374e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 98562 members 
Entering Unmasked Estep 
Score: -12994287.000000 Penalty: 3803.587891
	Iteration 26Q: 3 clusters Score -1.299429e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 99878 members 
Entering Unmasked Estep 
Score: -12994752.000000 Penalty: 3803.587891
	Iteration 27Q: 3 clusters Score -1.299475e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 101193 members 
Entering Unmasked Estep 
Score: -12995197.000000 Penalty: 3803.587891
	Iteration 28Q: 3 clusters Score -1.29952e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 102450 members 
Entering Unmasked Estep 
Score: -12995620.000000 Penalty: 3803.587891
	Iteration 29Q: 3 clusters Score -1.299562e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 103712 members 
Entering Unmasked Estep 
Score: -12996084.000000 Penalty: 3803.587891
	Iteration 30Q: 3 clusters Score -1.299608e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 104945 members 
Entering Unmasked Estep 
Score: -12996485.000000 Penalty: 3803.587891
	Iteration 31Q: 3 clusters Score -1.299648e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 106151 members 
Entering Unmasked Estep 
Score: -12996978.000000 Penalty: 3803.587891
	Iteration 32Q: 3 clusters Score -1.299698e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 107354 members 
Entering Unmasked Estep 
Score: -12997486.000000 Penalty: 3803.587891
	Iteration 33Q: 3 clusters Score -1.299749e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 108518 members 
Entering Unmasked Estep 
Score: -12997973.000000 Penalty: 3803.587891
	Iteration 34Q: 3 clusters Score -1.299797e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 109592 members 
Entering Unmasked Estep 
Score: -12998358.000000 Penalty: 3803.587891
	Iteration 35Q: 3 clusters Score -1.299836e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 110639 members 
Entering Unmasked Estep 
Score: -12998758.000000 Penalty: 3803.587891
	Iteration 36Q: 3 clusters Score -1.299876e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 111646 members 
Entering Unmasked Estep 
Score: -12999129.000000 Penalty: 3803.587891
	Iteration 37Q: 3 clusters Score -1.299913e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 112570 members 
Entering Unmasked Estep 
Score: -12999462.000000 Penalty: 3803.587891
	Iteration 38Q: 3 clusters Score -1.299946e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 113473 members 
Entering Unmasked Estep 
Score: -12999861.000000 Penalty: 3803.587891
	Iteration 39Q: 3 clusters Score -1.299986e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 114328 members 
Entering Unmasked Estep 
Score: -13000242.000000 Penalty: 3803.587891
	Iteration 40F: 3 clusters Score -1.300024e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 115092 members 
Entering Unmasked Estep 
Score: -13000572.000000 Penalty: 3803.587891
	Iteration 41Q: 3 clusters Score -1.300057e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 115779 members 
Entering Unmasked Estep 
Score: -13000859.000000 Penalty: 3803.587891
	Iteration 42Q: 3 clusters Score -1.300086e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 116381 members 
Entering Unmasked Estep 
Score: -13001076.000000 Penalty: 3803.587891
	Iteration 43Q: 3 clusters Score -1.300108e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 116950 members 
Entering Unmasked Estep 
Score: -13001330.000000 Penalty: 3803.587891
	Iteration 44Q: 3 clusters Score -1.300133e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 117425 members 
Entering Unmasked Estep 
Score: -13001514.000000 Penalty: 3803.587891
	Iteration 45Q: 3 clusters Score -1.300151e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 117816 members 
Entering Unmasked Estep 
Score: -13001658.000000 Penalty: 3803.587891
	Iteration 46Q: 3 clusters Score -1.300166e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 118133 members 
Entering Unmasked Estep 
Score: -13001790.000000 Penalty: 3803.587891
	Iteration 47Q: 3 clusters Score -1.300179e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 118388 members 
Entering Unmasked Estep 
Score: -13001912.000000 Penalty: 3803.587891
	Iteration 48Q: 3 clusters Score -1.300191e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 118603 members 
Entering Unmasked Estep 
Score: -13002001.000000 Penalty: 3803.587891
	Iteration 49Q: 3 clusters Score -1.3002e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 118802 members 
Entering Unmasked Estep 
Score: -13002080.000000 Penalty: 3803.587891
	Iteration 50Q: 3 clusters Score -1.300208e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 118985 members 
Entering Unmasked Estep 
Score: -13002150.000000 Penalty: 3803.587891
	Iteration 51Q: 3 clusters Score -1.300215e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 119139 members 
Entering Unmasked Estep 
Score: -13002216.000000 Penalty: 3803.587891
	Iteration 52Q: 3 clusters Score -1.300222e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 119261 members 
Entering Unmasked Estep 
Score: -13002282.000000 Penalty: 3803.587891
	Iteration 53Q: 3 clusters Score -1.300228e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 119349 members 
Entering Unmasked Estep 
Score: -13002308.000000 Penalty: 3803.587891
	Iteration 54Q: 3 clusters Score -1.300231e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 119428 members 
Entering Unmasked Estep 
Score: -13002321.000000 Penalty: 3803.587891
	Iteration 55Q: 3 clusters Score -1.300232e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 119503 members 
Entering Unmasked Estep 
Score: -13002370.000000 Penalty: 3803.587891
	Iteration 56Q: 3 clusters Score -1.300237e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 119557 members 
Entering Unmasked Estep 
Score: -13002393.000000 Penalty: 3803.587891
	Iteration 57Q: 3 clusters Score -1.300239e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 119605 members 
Entering Unmasked Estep 
Score: -13002415.000000 Penalty: 3803.587891
	Iteration 58Q: 3 clusters Score -1.300242e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 119648 members 
Entering Unmasked Estep 
Score: -13002418.000000 Penalty: 3803.587891
	Iteration 59Q: 3 clusters Score -1.300242e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 119674 members 
Entering Unmasked Estep 
Score: -13002423.000000 Penalty: 3803.587891
	Iteration 60F: 3 clusters Score -1.300242e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 119709 members 
Entering Unmasked Estep 
Score: -13002440.000000 Penalty: 3803.587891
	Iteration 61Q: 3 clusters Score -1.300244e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 119738 members 
Entering Unmasked Estep 
Score: -13002455.000000 Penalty: 3803.587891
	Iteration 62Q: 3 clusters Score -1.300246e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 119772 members 
Entering Unmasked Estep 
Score: -13002462.000000 Penalty: 3803.587891
	Iteration 63Q: 3 clusters Score -1.300246e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 119795 members 
Entering Unmasked Estep 
Score: -13002457.000000 Penalty: 3803.587891
	Iteration 64Q: 3 clusters Score -1.300246e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 119820 members 
Entering Unmasked Estep 
Score: -13002483.000000 Penalty: 3803.587891
	Iteration 65Q: 3 clusters Score -1.300248e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 119835 members 
Entering Unmasked Estep 
Score: -13002486.000000 Penalty: 3803.587891
	Iteration 66Q: 3 clusters Score -1.300249e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 119849 members 
Entering Unmasked Estep 
Score: -13002508.000000 Penalty: 3803.587891
	Iteration 67Q: 3 clusters Score -1.300251e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 119867 members 
Entering Unmasked Estep 
Score: -13002495.000000 Penalty: 3803.587891
	Iteration 68Q: 3 clusters Score -1.30025e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 119880 members 
Entering Unmasked Estep 
Score: -13002505.000000 Penalty: 3803.587891
	Iteration 69Q: 3 clusters Score -1.30025e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 119896 members 
Entering Unmasked Estep 
Score: -13002506.000000 Penalty: 3803.587891
	Iteration 70Q: 3 clusters Score -1.300251e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 119919 members 
Entering Unmasked Estep 
Score: -13002518.000000 Penalty: 3803.587891
	Iteration 71Q: 3 clusters Score -1.300252e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 119934 members 
Entering Unmasked Estep 
Score: -13002517.000000 Penalty: 3803.587891
	Iteration 72Q: 3 clusters Score -1.300252e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 119944 members 
Entering Unmasked Estep 
Score: -13002528.000000 Penalty: 3803.587891
	Iteration 73Q: 3 clusters Score -1.300253e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 119954 members 
Entering Unmasked Estep 
Score: -13002533.000000 Penalty: 3803.587891
	Iteration 74Q: 3 clusters Score -1.300253e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 119958 members 
Entering Unmasked Estep 
Score: -13002534.000000 Penalty: 3803.587891
	Iteration 75Q: 3 clusters Score -1.300253e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 119964 members 
Entering Unmasked Estep 
Score: -13002538.000000 Penalty: 3803.587891
	Iteration 76Q: 3 clusters Score -1.300254e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 119968 members 
Entering Unmasked Estep 
Score: -13002552.000000 Penalty: 3803.587891
	Iteration 77Q: 3 clusters Score -1.300255e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 119978 members 
Entering Unmasked Estep 
Score: -13002557.000000 Penalty: 3803.587891
	Iteration 78Q: 3 clusters Score -1.300256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 119983 members 
Entering Unmasked Estep 
Score: -13002565.000000 Penalty: 3803.587891
	Iteration 79Q: 3 clusters Score -1.300256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 119991 members 
Entering Unmasked Estep 
Score: -13002563.000000 Penalty: 3803.587891
	Iteration 80F: 3 clusters Score -1.300256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 119993 members 
Entering Unmasked Estep 
Score: -13002561.000000 Penalty: 3803.587891
	Iteration 81Q: 3 clusters Score -1.300256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 119995 members 
Entering Unmasked Estep 
Score: -13002567.000000 Penalty: 3803.587891
	Iteration 82Q: 3 clusters Score -1.300257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 119995 members 
Entering Unmasked Estep 
Score: -13002568.000000 Penalty: 3803.587891
	Iteration 83Q: 3 clusters Score -1.300257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 119996 members 
Entering Unmasked Estep 
Score: -13002575.000000 Penalty: 3803.587891
	Iteration 84Q: 3 clusters Score -1.300258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 119996 members 
Entering Unmasked Estep 
Score: -13002575.000000 Penalty: 3803.587891
	Iteration 85F: 3 clusters Score -1.300258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Entering Unmasked Estep 
Score: -4138724.500000 Penalty: 1729.819702
	Iteration 0F: 2 clusters Score -4138724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -4110392.500000 Penalty: 3459.639404
	Iteration 0F: 3 clusters Score -4110392 nChanged 19812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -4122339.250000 Penalty: 3459.639404
	Iteration 1F: 3 clusters Score -4122339 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -4123666.500000 Penalty: 3459.639404
	Iteration 2F: 3 clusters Score -4123666 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -4125146.500000 Penalty: 3459.639404
	Iteration 3F: 3 clusters Score -4125146 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -4126713.750000 Penalty: 3459.639404
	Iteration 4F: 3 clusters Score -4126714 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -4128294.500000 Penalty: 3459.639404
	Iteration 5F: 3 clusters Score -4128294 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -4129804.750000 Penalty: 3459.639404
	Iteration 6F: 3 clusters Score -4129805 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -4131044.750000 Penalty: 3459.639404
	Iteration 7Q: 3 clusters Score -4131045 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -4132196.500000 Penalty: 3459.639404
	Iteration 8Q: 3 clusters Score -4132196 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -4133085.250000 Penalty: 3459.639404
	Iteration 9Q: 3 clusters Score -4133085 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -4133773.000000 Penalty: 3459.639404
	Iteration 10Q: 3 clusters Score -4133773 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -4134287.250000 Penalty: 3459.639404
	Iteration 11Q: 3 clusters Score -4134287 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -4134774.000000 Penalty: 3459.639404
	Iteration 12Q: 3 clusters Score -4134774 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -4135202.250000 Penalty: 3459.639404
	Iteration 13Q: 3 clusters Score -4135202 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -4135590.750000 Penalty: 3459.639404
	Iteration 14Q: 3 clusters Score -4135591 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -4135971.750000 Penalty: 3459.639404
	Iteration 15Q: 3 clusters Score -4135972 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -4136323.250000 Penalty: 3459.639404
	Iteration 16Q: 3 clusters Score -4136323 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -4136691.000000 Penalty: 3459.639404
	Iteration 17Q: 3 clusters Score -4136691 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -4137031.250000 Penalty: 3459.639404
	Iteration 18Q: 3 clusters Score -4137031 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -4137378.000000 Penalty: 3459.639404
	Iteration 19Q: 3 clusters Score -4137378 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -4137696.750000 Penalty: 3459.639404
	Iteration 20F: 3 clusters Score -4137697 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -4137974.250000 Penalty: 3459.639404
	Iteration 21Q: 3 clusters Score -4137974 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -4138164.500000 Penalty: 3459.639404
	Iteration 22Q: 3 clusters Score -4138164 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -4138309.750000 Penalty: 3459.639404
	Iteration 23Q: 3 clusters Score -4138310 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -4138421.000000 Penalty: 3459.639404
	Iteration 24Q: 3 clusters Score -4138421 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -4138523.750000 Penalty: 3459.639404
	Iteration 25Q: 3 clusters Score -4138524 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -4138583.250000 Penalty: 3459.639404
	Iteration 26Q: 3 clusters Score -4138583 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -4138644.750000 Penalty: 3459.639404
	Iteration 27Q: 3 clusters Score -4138645 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -4138688.750000 Penalty: 3459.639404
	Iteration 28Q: 3 clusters Score -4138689 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -4138718.500000 Penalty: 3459.639404
	Iteration 29Q: 3 clusters Score -4138718 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -4138742.500000 Penalty: 3459.639404
	Iteration 30Q: 3 clusters Score -4138742 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -4138767.750000 Penalty: 3459.639404
	Iteration 31Q: 3 clusters Score -4138768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -4138763.750000 Penalty: 3459.639404
	Iteration 32Q: 3 clusters Score -4138764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -4138774.500000 Penalty: 3459.639404
	Iteration 33Q: 3 clusters Score -4138774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -4138782.750000 Penalty: 3459.639404
	Iteration 34Q: 3 clusters Score -4138783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -4138784.000000 Penalty: 3459.639404
	Iteration 35Q: 3 clusters Score -4138784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -4138782.500000 Penalty: 3459.639404
	Iteration 36Q: 3 clusters Score -4138782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -4138785.250000 Penalty: 3459.639404
	Iteration 37Q: 3 clusters Score -4138785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -4138781.000000 Penalty: 3459.639404
	Iteration 38Q: 3 clusters Score -4138781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -4138784.000000 Penalty: 3459.639404
	Iteration 39Q: 3 clusters Score -4138784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -4138782.750000 Penalty: 3459.639404
	Iteration 40F: 3 clusters Score -4138783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -4138783.250000 Penalty: 3459.639404
	Iteration 41Q: 3 clusters Score -4138783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -4138787.750000 Penalty: 3459.639404
	Iteration 42Q: 3 clusters Score -4138788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -4138794.250000 Penalty: 3459.639404
	Iteration 43Q: 3 clusters Score -4138794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -4138797.000000 Penalty: 3459.639404
	Iteration 44Q: 3 clusters Score -4138797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -4138798.250000 Penalty: 3459.639404
	Iteration 45Q: 3 clusters Score -4138798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -4138796.000000 Penalty: 3459.639404
	Iteration 46Q: 3 clusters Score -4138796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -4138801.000000 Penalty: 3459.639404
	Iteration 47Q: 3 clusters Score -4138801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -4138802.250000 Penalty: 3459.639404
	Iteration 48Q: 3 clusters Score -4138802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -4138800.500000 Penalty: 3459.639404
	Iteration 49Q: 3 clusters Score -4138800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -4138798.750000 Penalty: 3459.639404
	Iteration 50Q: 3 clusters Score -4138799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -4138801.750000 Penalty: 3459.639404
	Iteration 51Q: 3 clusters Score -4138802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -4138797.500000 Penalty: 3459.639404
	Iteration 52Q: 3 clusters Score -4138798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -4138801.500000 Penalty: 3459.639404
	Iteration 53Q: 3 clusters Score -4138802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -4138800.500000 Penalty: 3459.639404
	Iteration 54Q: 3 clusters Score -4138800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -4138800.500000 Penalty: 3459.639404
	Iteration 55F: 3 clusters Score -4138800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 24050 members 
Mstep: Class 5 contains 18812 members 
Mstep: Class 6 contains 15532 members 
Mstep: Class 7 contains 120976 members 
Mstep: Class 8 contains 1473 members 
Mstep: Class 9 contains 12061 members 
Mstep: Class 10 contains 172960 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 6825 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 19994 members 
Mstep: Class 19 contains 28244 members 
Mstep: Class 20 contains 26482 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 27379 members 
Mstep: Class 24 contains 1461 members 
Mstep: Class 25 contains 38854 members 
Mstep: Class 26 contains 10720 members 
Mstep: Class 27 contains 4596 members 
Mstep: Class 28 contains 5390 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3408 members 
Mstep: Class 31 contains 5418 members 
Mstep: Class 32 contains 15679 members 
Mstep: Class 33 contains 333 members 
Mstep: Class 34 contains 40511 members 
Entering Unmasked Estep 
Score: -65948052.000000 Penalty: 73876.734375
Splitting cluster 8 changes total score from -65948496.000000 to -65948052.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (12061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Entering Unmasked Estep 
Score: -1275168.500000 Penalty: 1527.131592
	Iteration 0F: 2 clusters Score -1275168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1266706.875000 Penalty: 3054.263184
	Iteration 0F: 3 clusters Score -1266707 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1269552.375000 Penalty: 3054.263184
	Iteration 1F: 3 clusters Score -1269552 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1269832.750000 Penalty: 3054.263184
	Iteration 2F: 3 clusters Score -1269833 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1270049.250000 Penalty: 3054.263184
	Iteration 3F: 3 clusters Score -1270049 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1270221.000000 Penalty: 3054.263184
	Iteration 4Q: 3 clusters Score -1270221 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1270359.500000 Penalty: 3054.263184
	Iteration 5Q: 3 clusters Score -1270360 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1270506.625000 Penalty: 3054.263184
	Iteration 6Q: 3 clusters Score -1270507 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1270671.250000 Penalty: 3054.263184
	Iteration 7Q: 3 clusters Score -1270671 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1270890.375000 Penalty: 3054.263184
	Iteration 8Q: 3 clusters Score -1270890 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1271179.875000 Penalty: 3054.263184
	Iteration 9Q: 3 clusters Score -1271180 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1271551.750000 Penalty: 3054.263184
	Iteration 10Q: 3 clusters Score -1271552 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1271997.250000 Penalty: 3054.263184
	Iteration 11F: 3 clusters Score -1271997 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1272459.500000 Penalty: 3054.263184
	Iteration 12F: 3 clusters Score -1272460 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1272846.875000 Penalty: 3054.263184
	Iteration 13Q: 3 clusters Score -1272847 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1273144.000000 Penalty: 3054.263184
	Iteration 14Q: 3 clusters Score -1273144 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1273380.000000 Penalty: 3054.263184
	Iteration 15Q: 3 clusters Score -1273380 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1273538.750000 Penalty: 3054.263184
	Iteration 16Q: 3 clusters Score -1273539 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1273635.000000 Penalty: 3054.263184
	Iteration 17Q: 3 clusters Score -1273635 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1273709.000000 Penalty: 3054.263184
	Iteration 18Q: 3 clusters Score -1273709 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1273746.000000 Penalty: 3054.263184
	Iteration 19Q: 3 clusters Score -1273746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1273782.875000 Penalty: 3054.263184
	Iteration 20F: 3 clusters Score -1273783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1273809.000000 Penalty: 3054.263184
	Iteration 21Q: 3 clusters Score -1273809 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1273826.000000 Penalty: 3054.263184
	Iteration 22Q: 3 clusters Score -1273826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1273839.625000 Penalty: 3054.263184
	Iteration 23Q: 3 clusters Score -1273840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1273850.750000 Penalty: 3054.263184
	Iteration 24Q: 3 clusters Score -1273851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1273859.500000 Penalty: 3054.263184
	Iteration 25Q: 3 clusters Score -1273860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1273864.875000 Penalty: 3054.263184
	Iteration 26Q: 3 clusters Score -1273865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1273871.250000 Penalty: 3054.263184
	Iteration 27Q: 3 clusters Score -1273871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1273873.875000 Penalty: 3054.263184
	Iteration 28Q: 3 clusters Score -1273874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1273875.875000 Penalty: 3054.263184
	Iteration 29Q: 3 clusters Score -1273876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1273881.000000 Penalty: 3054.263184
	Iteration 30Q: 3 clusters Score -1273881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1273881.375000 Penalty: 3054.263184
	Iteration 31Q: 3 clusters Score -1273881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1273881.375000 Penalty: 3054.263184
	Iteration 32F: 3 clusters Score -1273881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (172960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172960 members 
Entering Unmasked Estep 
Score: -18577364.000000 Penalty: 1959.882568
	Iteration 0F: 2 clusters Score -1.857736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86883 members 
Mstep: Class 2 contains 86077 members 
Entering Unmasked Estep 
Score: -18468504.000000 Penalty: 3919.765137
	Iteration 0F: 3 clusters Score -1.84685e+07 nChanged 83486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93927 members 
Mstep: Class 2 contains 79033 members 
Entering Unmasked Estep 
Score: -18518260.000000 Penalty: 3919.765137
	Iteration 1F: 3 clusters Score -1.851826e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98999 members 
Mstep: Class 2 contains 73961 members 
Entering Unmasked Estep 
Score: -18520808.000000 Penalty: 3919.765137
	Iteration 2Q: 3 clusters Score -1.852081e+07 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106877 members 
Mstep: Class 2 contains 66083 members 
Entering Unmasked Estep 
Score: -18525376.000000 Penalty: 3919.765137
	Iteration 3F: 3 clusters Score -1.852538e+07 nChanged 12221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118250 members 
Mstep: Class 2 contains 54710 members 
Entering Unmasked Estep 
Score: -18533282.000000 Penalty: 3919.765137
	Iteration 4F: 3 clusters Score -1.853328e+07 nChanged 14601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132321 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -18544906.000000 Penalty: 3919.765137
	Iteration 5F: 3 clusters Score -1.854491e+07 nChanged 14694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146719 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -18557584.000000 Penalty: 3919.765137
	Iteration 6F: 3 clusters Score -1.855758e+07 nChanged 11616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158223 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -18567380.000000 Penalty: 3919.765137
	Iteration 7F: 3 clusters Score -1.856738e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165730 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -18572290.000000 Penalty: 3919.765137
	Iteration 8Q: 3 clusters Score -1.857229e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169649 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -18574232.000000 Penalty: 3919.765137
	Iteration 9Q: 3 clusters Score -1.857423e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171372 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -18575028.000000 Penalty: 3919.765137
	Iteration 10Q: 3 clusters Score -1.857503e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172078 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -18575366.000000 Penalty: 3919.765137
	Iteration 11Q: 3 clusters Score -1.857537e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172338 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -18575598.000000 Penalty: 3919.765137
	Iteration 12Q: 3 clusters Score -1.85756e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172435 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -18575682.000000 Penalty: 3919.765137
	Iteration 13Q: 3 clusters Score -1.857568e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172486 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -18575748.000000 Penalty: 3919.765137
	Iteration 14Q: 3 clusters Score -1.857575e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172505 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -18575784.000000 Penalty: 3919.765137
	Iteration 15Q: 3 clusters Score -1.857578e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172514 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -18575804.000000 Penalty: 3919.765137
	Iteration 16Q: 3 clusters Score -1.85758e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172510 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -18575824.000000 Penalty: 3919.765137
	Iteration 17Q: 3 clusters Score -1.857582e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172503 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -18575834.000000 Penalty: 3919.765137
	Iteration 18Q: 3 clusters Score -1.857583e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172509 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -18575848.000000 Penalty: 3919.765137
	Iteration 19Q: 3 clusters Score -1.857585e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172516 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -18575848.000000 Penalty: 3919.765137
	Iteration 20F: 3 clusters Score -1.857585e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172521 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -18575858.000000 Penalty: 3919.765137
	Iteration 21Q: 3 clusters Score -1.857586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172518 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -18575848.000000 Penalty: 3919.765137
	Iteration 22Q: 3 clusters Score -1.857585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172521 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -18575866.000000 Penalty: 3919.765137
	Iteration 23Q: 3 clusters Score -1.857587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172523 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -18575872.000000 Penalty: 3919.765137
	Iteration 24Q: 3 clusters Score -1.857587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172524 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -18575870.000000 Penalty: 3919.765137
	Iteration 25Q: 3 clusters Score -1.857587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172522 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -18575876.000000 Penalty: 3919.765137
	Iteration 26Q: 3 clusters Score -1.857588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172522 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -18575876.000000 Penalty: 3919.765137
	Iteration 27Q: 3 clusters Score -1.857588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172526 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -18575882.000000 Penalty: 3919.765137
	Iteration 28Q: 3 clusters Score -1.857588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172523 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -18575880.000000 Penalty: 3919.765137
	Iteration 29Q: 3 clusters Score -1.857588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172524 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -18575876.000000 Penalty: 3919.765137
	Iteration 30Q: 3 clusters Score -1.857588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172523 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -18575882.000000 Penalty: 3919.765137
	Iteration 31Q: 3 clusters Score -1.857588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172523 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -18575882.000000 Penalty: 3919.765137
	Iteration 32F: 3 clusters Score -1.857588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -21592.429688 Penalty: 879.392456
	Iteration 0F: 2 clusters Score -21592.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20797.785156 Penalty: 1758.784912
	Iteration 0F: 3 clusters Score -20797.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -20873.437500 Penalty: 1758.784912
	Iteration 1F: 3 clusters Score -20873.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20886.746094 Penalty: 1758.784912
	Iteration 2Q: 3 clusters Score -20886.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20891.603516 Penalty: 1758.784912
	Iteration 3Q: 3 clusters Score -20891.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20897.324219 Penalty: 1758.784912
	Iteration 4Q: 3 clusters Score -20897.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20905.611328 Penalty: 1758.784912
	Iteration 5Q: 3 clusters Score -20905.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20911.615234 Penalty: 1758.784912
	Iteration 6Q: 3 clusters Score -20911.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20914.724609 Penalty: 1758.784912
	Iteration 7Q: 3 clusters Score -20914.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20928.630859 Penalty: 1758.784912
	Iteration 8Q: 3 clusters Score -20928.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -20929.673828 Penalty: 1758.784912
	Iteration 9Q: 3 clusters Score -20929.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -20929.673828 Penalty: 1758.784912
	Iteration 10F: 3 clusters Score -20929.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Entering Unmasked Estep 
Score: -463638.718750 Penalty: 1364.081421
	Iteration 0F: 2 clusters Score -463638.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -460041.562500 Penalty: 2728.162842
	Iteration 0F: 3 clusters Score -460041.6 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -460978.937500 Penalty: 2728.162842
	Iteration 1F: 3 clusters Score -460978.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -461169.437500 Penalty: 2728.162842
	Iteration 2F: 3 clusters Score -461169.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -461334.812500 Penalty: 2728.162842
	Iteration 3F: 3 clusters Score -461334.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -461470.718750 Penalty: 2728.162842
	Iteration 4F: 3 clusters Score -461470.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -461615.906250 Penalty: 2728.162842
	Iteration 5Q: 3 clusters Score -461615.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -461766.625000 Penalty: 2728.162842
	Iteration 6Q: 3 clusters Score -461766.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -461948.656250 Penalty: 2728.162842
	Iteration 7F: 3 clusters Score -461948.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -462153.906250 Penalty: 2728.162842
	Iteration 8F: 3 clusters Score -462153.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -462315.843750 Penalty: 2728.162842
	Iteration 9Q: 3 clusters Score -462315.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -462424.187500 Penalty: 2728.162842
	Iteration 10Q: 3 clusters Score -462424.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -462497.718750 Penalty: 2728.162842
	Iteration 11Q: 3 clusters Score -462497.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -462548.375000 Penalty: 2728.162842
	Iteration 12Q: 3 clusters Score -462548.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -462586.875000 Penalty: 2728.162842
	Iteration 13Q: 3 clusters Score -462586.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -462620.375000 Penalty: 2728.162842
	Iteration 14Q: 3 clusters Score -462620.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -462650.312500 Penalty: 2728.162842
	Iteration 15Q: 3 clusters Score -462650.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -462675.062500 Penalty: 2728.162842
	Iteration 16Q: 3 clusters Score -462675.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -462695.187500 Penalty: 2728.162842
	Iteration 17Q: 3 clusters Score -462695.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -462705.375000 Penalty: 2728.162842
	Iteration 18Q: 3 clusters Score -462705.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -462713.343750 Penalty: 2728.162842
	Iteration 19Q: 3 clusters Score -462713.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -462718.406250 Penalty: 2728.162842
	Iteration 20F: 3 clusters Score -462718.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -462722.000000 Penalty: 2728.162842
	Iteration 21Q: 3 clusters Score -462722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -462725.312500 Penalty: 2728.162842
	Iteration 22Q: 3 clusters Score -462725.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -462727.656250 Penalty: 2728.162842
	Iteration 23Q: 3 clusters Score -462727.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -462728.000000 Penalty: 2728.162842
	Iteration 24Q: 3 clusters Score -462728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -462728.718750 Penalty: 2728.162842
	Iteration 25Q: 3 clusters Score -462728.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -462729.468750 Penalty: 2728.162842
	Iteration 26Q: 3 clusters Score -462729.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -462730.406250 Penalty: 2728.162842
	Iteration 27Q: 3 clusters Score -462730.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -462730.625000 Penalty: 2728.162842
	Iteration 28Q: 3 clusters Score -462730.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -462730.625000 Penalty: 2728.162842
	Iteration 29F: 3 clusters Score -462730.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Entering Unmasked Estep 
Score: -655050.625000 Penalty: 1434.606445
	Iteration 0F: 2 clusters Score -655050.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -650010.125000 Penalty: 2869.212891
	Iteration 0F: 3 clusters Score -650010.1 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -651585.125000 Penalty: 2869.212891
	Iteration 1F: 3 clusters Score -651585.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -651827.937500 Penalty: 2869.212891
	Iteration 2F: 3 clusters Score -651827.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -652039.000000 Penalty: 2869.212891
	Iteration 3F: 3 clusters Score -652039 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -652201.812500 Penalty: 2869.212891
	Iteration 4Q: 3 clusters Score -652201.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -652369.812500 Penalty: 2869.212891
	Iteration 5Q: 3 clusters Score -652369.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -652522.062500 Penalty: 2869.212891
	Iteration 6Q: 3 clusters Score -652522.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -652675.500000 Penalty: 2869.212891
	Iteration 7Q: 3 clusters Score -652675.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -652815.687500 Penalty: 2869.212891
	Iteration 8Q: 3 clusters Score -652815.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -652928.812500 Penalty: 2869.212891
	Iteration 9Q: 3 clusters Score -652928.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -653006.000000 Penalty: 2869.212891
	Iteration 10Q: 3 clusters Score -653006 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -653063.500000 Penalty: 2869.212891
	Iteration 11Q: 3 clusters Score -653063.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -653112.937500 Penalty: 2869.212891
	Iteration 12Q: 3 clusters Score -653112.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -653158.687500 Penalty: 2869.212891
	Iteration 13Q: 3 clusters Score -653158.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -653193.687500 Penalty: 2869.212891
	Iteration 14Q: 3 clusters Score -653193.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -653224.625000 Penalty: 2869.212891
	Iteration 15Q: 3 clusters Score -653224.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -653258.437500 Penalty: 2869.212891
	Iteration 16Q: 3 clusters Score -653258.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -653283.250000 Penalty: 2869.212891
	Iteration 17Q: 3 clusters Score -653283.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -653303.937500 Penalty: 2869.212891
	Iteration 18Q: 3 clusters Score -653303.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -653332.250000 Penalty: 2869.212891
	Iteration 19Q: 3 clusters Score -653332.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -653360.062500 Penalty: 2869.212891
	Iteration 20F: 3 clusters Score -653360.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -653389.000000 Penalty: 2869.212891
	Iteration 21Q: 3 clusters Score -653389 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -653418.000000 Penalty: 2869.212891
	Iteration 22Q: 3 clusters Score -653418 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -653444.750000 Penalty: 2869.212891
	Iteration 23Q: 3 clusters Score -653444.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -653475.250000 Penalty: 2869.212891
	Iteration 24Q: 3 clusters Score -653475.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -653502.687500 Penalty: 2869.212891
	Iteration 25Q: 3 clusters Score -653502.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -653524.437500 Penalty: 2869.212891
	Iteration 26Q: 3 clusters Score -653524.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -653549.312500 Penalty: 2869.212891
	Iteration 27Q: 3 clusters Score -653549.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -653572.000000 Penalty: 2869.212891
	Iteration 28Q: 3 clusters Score -653572 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -653600.812500 Penalty: 2869.212891
	Iteration 29Q: 3 clusters Score -653600.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -653628.437500 Penalty: 2869.212891
	Iteration 30Q: 3 clusters Score -653628.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -653649.812500 Penalty: 2869.212891
	Iteration 31Q: 3 clusters Score -653649.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -653671.250000 Penalty: 2869.212891
	Iteration 32Q: 3 clusters Score -653671.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -653699.312500 Penalty: 2869.212891
	Iteration 33Q: 3 clusters Score -653699.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -653722.875000 Penalty: 2869.212891
	Iteration 34Q: 3 clusters Score -653722.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -653749.375000 Penalty: 2869.212891
	Iteration 35Q: 3 clusters Score -653749.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -653780.562500 Penalty: 2869.212891
	Iteration 36Q: 3 clusters Score -653780.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -653813.625000 Penalty: 2869.212891
	Iteration 37Q: 3 clusters Score -653813.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -653840.062500 Penalty: 2869.212891
	Iteration 38Q: 3 clusters Score -653840.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -653866.437500 Penalty: 2869.212891
	Iteration 39Q: 3 clusters Score -653866.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -653886.125000 Penalty: 2869.212891
	Iteration 40F: 3 clusters Score -653886.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -653905.187500 Penalty: 2869.212891
	Iteration 41Q: 3 clusters Score -653905.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -653935.625000 Penalty: 2869.212891
	Iteration 42Q: 3 clusters Score -653935.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -653961.375000 Penalty: 2869.212891
	Iteration 43Q: 3 clusters Score -653961.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -653982.187500 Penalty: 2869.212891
	Iteration 44Q: 3 clusters Score -653982.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -653995.687500 Penalty: 2869.212891
	Iteration 45Q: 3 clusters Score -653995.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -654012.625000 Penalty: 2869.212891
	Iteration 46Q: 3 clusters Score -654012.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -654025.812500 Penalty: 2869.212891
	Iteration 47Q: 3 clusters Score -654025.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -654036.625000 Penalty: 2869.212891
	Iteration 48Q: 3 clusters Score -654036.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -654050.312500 Penalty: 2869.212891
	Iteration 49Q: 3 clusters Score -654050.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -654065.750000 Penalty: 2869.212891
	Iteration 50Q: 3 clusters Score -654065.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -654075.562500 Penalty: 2869.212891
	Iteration 51Q: 3 clusters Score -654075.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -654088.625000 Penalty: 2869.212891
	Iteration 52Q: 3 clusters Score -654088.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -654100.125000 Penalty: 2869.212891
	Iteration 53Q: 3 clusters Score -654100.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -654106.375000 Penalty: 2869.212891
	Iteration 54Q: 3 clusters Score -654106.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -654108.812500 Penalty: 2869.212891
	Iteration 55Q: 3 clusters Score -654108.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -654112.750000 Penalty: 2869.212891
	Iteration 56Q: 3 clusters Score -654112.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -654115.312500 Penalty: 2869.212891
	Iteration 57Q: 3 clusters Score -654115.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -654122.375000 Penalty: 2869.212891
	Iteration 58Q: 3 clusters Score -654122.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -654127.750000 Penalty: 2869.212891
	Iteration 59Q: 3 clusters Score -654127.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -654134.500000 Penalty: 2869.212891
	Iteration 60F: 3 clusters Score -654134.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -654144.062500 Penalty: 2869.212891
	Iteration 61Q: 3 clusters Score -654144.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -654152.312500 Penalty: 2869.212891
	Iteration 62Q: 3 clusters Score -654152.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -654158.625000 Penalty: 2869.212891
	Iteration 63Q: 3 clusters Score -654158.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -654161.000000 Penalty: 2869.212891
	Iteration 64Q: 3 clusters Score -654161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -654160.750000 Penalty: 2869.212891
	Iteration 65Q: 3 clusters Score -654160.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -654162.187500 Penalty: 2869.212891
	Iteration 66Q: 3 clusters Score -654162.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -654164.937500 Penalty: 2869.212891
	Iteration 67Q: 3 clusters Score -654164.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -654166.562500 Penalty: 2869.212891
	Iteration 68Q: 3 clusters Score -654166.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -654168.250000 Penalty: 2869.212891
	Iteration 69Q: 3 clusters Score -654168.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -654169.562500 Penalty: 2869.212891
	Iteration 70Q: 3 clusters Score -654169.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -654168.875000 Penalty: 2869.212891
	Iteration 71Q: 3 clusters Score -654168.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -654169.937500 Penalty: 2869.212891
	Iteration 72Q: 3 clusters Score -654169.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -654169.937500 Penalty: 2869.212891
	Iteration 73F: 3 clusters Score -654169.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Entering Unmasked Estep 
Score: -88706.117188 Penalty: 1121.695679
	Iteration 0F: 2 clusters Score -88706.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -87286.148438 Penalty: 2243.391357
	Iteration 0F: 3 clusters Score -87286.15 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -87576.734375 Penalty: 2243.391357
	Iteration 1F: 3 clusters Score -87576.73 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -87673.789062 Penalty: 2243.391357
	Iteration 2F: 3 clusters Score -87673.79 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -87734.179688 Penalty: 2243.391357
	Iteration 3Q: 3 clusters Score -87734.18 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -87781.976562 Penalty: 2243.391357
	Iteration 4Q: 3 clusters Score -87781.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -87830.734375 Penalty: 2243.391357
	Iteration 5Q: 3 clusters Score -87830.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -87861.492188 Penalty: 2243.391357
	Iteration 6Q: 3 clusters Score -87861.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -87874.617188 Penalty: 2243.391357
	Iteration 7Q: 3 clusters Score -87874.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -87882.515625 Penalty: 2243.391357
	Iteration 8Q: 3 clusters Score -87882.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -87897.117188 Penalty: 2243.391357
	Iteration 9Q: 3 clusters Score -87897.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -87907.390625 Penalty: 2243.391357
	Iteration 10Q: 3 clusters Score -87907.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -87918.968750 Penalty: 2243.391357
	Iteration 11Q: 3 clusters Score -87918.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -87923.203125 Penalty: 2243.391357
	Iteration 12Q: 3 clusters Score -87923.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -87926.523438 Penalty: 2243.391357
	Iteration 13Q: 3 clusters Score -87926.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -87929.453125 Penalty: 2243.391357
	Iteration 14Q: 3 clusters Score -87929.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -87930.617188 Penalty: 2243.391357
	Iteration 15Q: 3 clusters Score -87930.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -87931.750000 Penalty: 2243.391357
	Iteration 16Q: 3 clusters Score -87931.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -87931.750000 Penalty: 2243.391357
	Iteration 17F: 3 clusters Score -87931.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Entering Unmasked Estep 
Score: -395577.718750 Penalty: 1345.327148
	Iteration 0F: 2 clusters Score -395577.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -392266.437500 Penalty: 2690.654297
	Iteration 0F: 3 clusters Score -392266.4 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -393238.218750 Penalty: 2690.654297
	Iteration 1F: 3 clusters Score -393238.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -393500.687500 Penalty: 2690.654297
	Iteration 2F: 3 clusters Score -393500.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -393680.718750 Penalty: 2690.654297
	Iteration 3F: 3 clusters Score -393680.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -393829.312500 Penalty: 2690.654297
	Iteration 4F: 3 clusters Score -393829.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -393943.500000 Penalty: 2690.654297
	Iteration 5Q: 3 clusters Score -393943.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -394042.218750 Penalty: 2690.654297
	Iteration 6Q: 3 clusters Score -394042.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -394113.687500 Penalty: 2690.654297
	Iteration 7Q: 3 clusters Score -394113.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -394167.156250 Penalty: 2690.654297
	Iteration 8Q: 3 clusters Score -394167.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -394207.968750 Penalty: 2690.654297
	Iteration 9Q: 3 clusters Score -394208 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -394244.781250 Penalty: 2690.654297
	Iteration 10Q: 3 clusters Score -394244.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -394274.156250 Penalty: 2690.654297
	Iteration 11Q: 3 clusters Score -394274.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -394303.843750 Penalty: 2690.654297
	Iteration 12Q: 3 clusters Score -394303.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -394324.906250 Penalty: 2690.654297
	Iteration 13Q: 3 clusters Score -394324.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -394344.343750 Penalty: 2690.654297
	Iteration 14Q: 3 clusters Score -394344.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -394355.468750 Penalty: 2690.654297
	Iteration 15Q: 3 clusters Score -394355.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -394364.687500 Penalty: 2690.654297
	Iteration 16Q: 3 clusters Score -394364.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -394373.718750 Penalty: 2690.654297
	Iteration 17Q: 3 clusters Score -394373.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -394380.406250 Penalty: 2690.654297
	Iteration 18Q: 3 clusters Score -394380.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -394386.156250 Penalty: 2690.654297
	Iteration 19Q: 3 clusters Score -394386.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -394392.562500 Penalty: 2690.654297
	Iteration 20F: 3 clusters Score -394392.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -394400.687500 Penalty: 2690.654297
	Iteration 21Q: 3 clusters Score -394400.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -394410.718750 Penalty: 2690.654297
	Iteration 22Q: 3 clusters Score -394410.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -394417.937500 Penalty: 2690.654297
	Iteration 23Q: 3 clusters Score -394417.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -394424.156250 Penalty: 2690.654297
	Iteration 24Q: 3 clusters Score -394424.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -394432.125000 Penalty: 2690.654297
	Iteration 25Q: 3 clusters Score -394432.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -394439.656250 Penalty: 2690.654297
	Iteration 26Q: 3 clusters Score -394439.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -394443.250000 Penalty: 2690.654297
	Iteration 27Q: 3 clusters Score -394443.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -394446.968750 Penalty: 2690.654297
	Iteration 28Q: 3 clusters Score -394447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -394450.750000 Penalty: 2690.654297
	Iteration 29Q: 3 clusters Score -394450.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -394452.906250 Penalty: 2690.654297
	Iteration 30Q: 3 clusters Score -394452.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -394455.375000 Penalty: 2690.654297
	Iteration 31Q: 3 clusters Score -394455.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -394457.593750 Penalty: 2690.654297
	Iteration 32Q: 3 clusters Score -394457.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -394459.593750 Penalty: 2690.654297
	Iteration 33Q: 3 clusters Score -394459.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -394460.750000 Penalty: 2690.654297
	Iteration 34Q: 3 clusters Score -394460.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -394463.718750 Penalty: 2690.654297
	Iteration 35Q: 3 clusters Score -394463.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -394465.187500 Penalty: 2690.654297
	Iteration 36Q: 3 clusters Score -394465.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -394470.125000 Penalty: 2690.654297
	Iteration 37Q: 3 clusters Score -394470.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -394473.500000 Penalty: 2690.654297
	Iteration 38Q: 3 clusters Score -394473.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -394476.062500 Penalty: 2690.654297
	Iteration 39Q: 3 clusters Score -394476.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -394481.250000 Penalty: 2690.654297
	Iteration 40F: 3 clusters Score -394481.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -394484.937500 Penalty: 2690.654297
	Iteration 41Q: 3 clusters Score -394484.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -394488.281250 Penalty: 2690.654297
	Iteration 42Q: 3 clusters Score -394488.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -394490.500000 Penalty: 2690.654297
	Iteration 43Q: 3 clusters Score -394490.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -394492.406250 Penalty: 2690.654297
	Iteration 44Q: 3 clusters Score -394492.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -394494.156250 Penalty: 2690.654297
	Iteration 45Q: 3 clusters Score -394494.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -394497.093750 Penalty: 2690.654297
	Iteration 46Q: 3 clusters Score -394497.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -394497.312500 Penalty: 2690.654297
	Iteration 47Q: 3 clusters Score -394497.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -394497.687500 Penalty: 2690.654297
	Iteration 48Q: 3 clusters Score -394497.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -394499.156250 Penalty: 2690.654297
	Iteration 49Q: 3 clusters Score -394499.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -394499.812500 Penalty: 2690.654297
	Iteration 50Q: 3 clusters Score -394499.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -394501.125000 Penalty: 2690.654297
	Iteration 51Q: 3 clusters Score -394501.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -394501.125000 Penalty: 2690.654297
	Iteration 52F: 3 clusters Score -394501.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Entering Unmasked Estep 
Score: -180477.156250 Penalty: 1214.004028
	Iteration 0F: 2 clusters Score -180477.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -178513.687500 Penalty: 2428.008057
	Iteration 0F: 3 clusters Score -178513.7 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -178911.265625 Penalty: 2428.008057
	Iteration 1F: 3 clusters Score -178911.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -179002.687500 Penalty: 2428.008057
	Iteration 2F: 3 clusters Score -179002.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -179075.343750 Penalty: 2428.008057
	Iteration 3F: 3 clusters Score -179075.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -179113.078125 Penalty: 2428.008057
	Iteration 4Q: 3 clusters Score -179113.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -179146.562500 Penalty: 2428.008057
	Iteration 5Q: 3 clusters Score -179146.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -179171.484375 Penalty: 2428.008057
	Iteration 6Q: 3 clusters Score -179171.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -179189.203125 Penalty: 2428.008057
	Iteration 7Q: 3 clusters Score -179189.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -179203.234375 Penalty: 2428.008057
	Iteration 8Q: 3 clusters Score -179203.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -179211.031250 Penalty: 2428.008057
	Iteration 9Q: 3 clusters Score -179211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -179214.687500 Penalty: 2428.008057
	Iteration 10Q: 3 clusters Score -179214.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -179218.968750 Penalty: 2428.008057
	Iteration 11Q: 3 clusters Score -179219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -179222.921875 Penalty: 2428.008057
	Iteration 12Q: 3 clusters Score -179222.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -179227.484375 Penalty: 2428.008057
	Iteration 13Q: 3 clusters Score -179227.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -179234.437500 Penalty: 2428.008057
	Iteration 14Q: 3 clusters Score -179234.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -179240.156250 Penalty: 2428.008057
	Iteration 15Q: 3 clusters Score -179240.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -179245.921875 Penalty: 2428.008057
	Iteration 16Q: 3 clusters Score -179245.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -179254.828125 Penalty: 2428.008057
	Iteration 17Q: 3 clusters Score -179254.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -179260.250000 Penalty: 2428.008057
	Iteration 18Q: 3 clusters Score -179260.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -179262.625000 Penalty: 2428.008057
	Iteration 19Q: 3 clusters Score -179262.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -179265.296875 Penalty: 2428.008057
	Iteration 20F: 3 clusters Score -179265.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -179267.812500 Penalty: 2428.008057
	Iteration 21Q: 3 clusters Score -179267.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -179270.625000 Penalty: 2428.008057
	Iteration 22Q: 3 clusters Score -179270.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -179272.515625 Penalty: 2428.008057
	Iteration 23Q: 3 clusters Score -179272.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -179273.625000 Penalty: 2428.008057
	Iteration 24Q: 3 clusters Score -179273.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -179275.968750 Penalty: 2428.008057
	Iteration 25Q: 3 clusters Score -179276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -179278.468750 Penalty: 2428.008057
	Iteration 26Q: 3 clusters Score -179278.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -179279.234375 Penalty: 2428.008057
	Iteration 27Q: 3 clusters Score -179279.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -179279.734375 Penalty: 2428.008057
	Iteration 28Q: 3 clusters Score -179279.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -179280.078125 Penalty: 2428.008057
	Iteration 29Q: 3 clusters Score -179280.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -179281.203125 Penalty: 2428.008057
	Iteration 30Q: 3 clusters Score -179281.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -179282.125000 Penalty: 2428.008057
	Iteration 31Q: 3 clusters Score -179282.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -179282.421875 Penalty: 2428.008057
	Iteration 32Q: 3 clusters Score -179282.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -179282.531250 Penalty: 2428.008057
	Iteration 33Q: 3 clusters Score -179282.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -179282.531250 Penalty: 2428.008057
	Iteration 34F: 3 clusters Score -179282.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Entering Unmasked Estep 
Score: -211618.640625 Penalty: 1238.523804
	Iteration 0F: 2 clusters Score -211618.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -209537.453125 Penalty: 2477.047607
	Iteration 0F: 3 clusters Score -209537.5 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -210023.921875 Penalty: 2477.047607
	Iteration 1F: 3 clusters Score -210023.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -210155.750000 Penalty: 2477.047607
	Iteration 2F: 3 clusters Score -210155.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -210246.000000 Penalty: 2477.047607
	Iteration 3F: 3 clusters Score -210246 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -210304.296875 Penalty: 2477.047607
	Iteration 4Q: 3 clusters Score -210304.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -210340.421875 Penalty: 2477.047607
	Iteration 5Q: 3 clusters Score -210340.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -210363.125000 Penalty: 2477.047607
	Iteration 6Q: 3 clusters Score -210363.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -210379.937500 Penalty: 2477.047607
	Iteration 7Q: 3 clusters Score -210379.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -210394.937500 Penalty: 2477.047607
	Iteration 8Q: 3 clusters Score -210394.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -210406.937500 Penalty: 2477.047607
	Iteration 9Q: 3 clusters Score -210406.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -210416.031250 Penalty: 2477.047607
	Iteration 10Q: 3 clusters Score -210416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -210421.515625 Penalty: 2477.047607
	Iteration 11Q: 3 clusters Score -210421.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -210425.843750 Penalty: 2477.047607
	Iteration 12Q: 3 clusters Score -210425.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -210431.718750 Penalty: 2477.047607
	Iteration 13Q: 3 clusters Score -210431.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -210434.765625 Penalty: 2477.047607
	Iteration 14Q: 3 clusters Score -210434.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -210440.687500 Penalty: 2477.047607
	Iteration 15Q: 3 clusters Score -210440.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -210448.671875 Penalty: 2477.047607
	Iteration 16Q: 3 clusters Score -210448.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -210452.765625 Penalty: 2477.047607
	Iteration 17Q: 3 clusters Score -210452.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -210456.578125 Penalty: 2477.047607
	Iteration 18Q: 3 clusters Score -210456.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -210460.890625 Penalty: 2477.047607
	Iteration 19Q: 3 clusters Score -210460.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -210464.078125 Penalty: 2477.047607
	Iteration 20F: 3 clusters Score -210464.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -210467.343750 Penalty: 2477.047607
	Iteration 21Q: 3 clusters Score -210467.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -210469.000000 Penalty: 2477.047607
	Iteration 22Q: 3 clusters Score -210469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -210470.953125 Penalty: 2477.047607
	Iteration 23Q: 3 clusters Score -210471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -210473.250000 Penalty: 2477.047607
	Iteration 24Q: 3 clusters Score -210473.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -210473.937500 Penalty: 2477.047607
	Iteration 25Q: 3 clusters Score -210473.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -210475.171875 Penalty: 2477.047607
	Iteration 26Q: 3 clusters Score -210475.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -210479.609375 Penalty: 2477.047607
	Iteration 27Q: 3 clusters Score -210479.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -210485.156250 Penalty: 2477.047607
	Iteration 28Q: 3 clusters Score -210485.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -210491.437500 Penalty: 2477.047607
	Iteration 29Q: 3 clusters Score -210491.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -210500.968750 Penalty: 2477.047607
	Iteration 30Q: 3 clusters Score -210501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -210506.859375 Penalty: 2477.047607
	Iteration 31Q: 3 clusters Score -210506.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -210511.812500 Penalty: 2477.047607
	Iteration 32Q: 3 clusters Score -210511.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -210516.093750 Penalty: 2477.047607
	Iteration 33Q: 3 clusters Score -210516.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -210517.640625 Penalty: 2477.047607
	Iteration 34Q: 3 clusters Score -210517.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -210519.062500 Penalty: 2477.047607
	Iteration 35Q: 3 clusters Score -210519.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -210520.046875 Penalty: 2477.047607
	Iteration 36Q: 3 clusters Score -210520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -210520.453125 Penalty: 2477.047607
	Iteration 37Q: 3 clusters Score -210520.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -210521.375000 Penalty: 2477.047607
	Iteration 38Q: 3 clusters Score -210521.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -210522.531250 Penalty: 2477.047607
	Iteration 39Q: 3 clusters Score -210522.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -210522.531250 Penalty: 2477.047607
	Iteration 40F: 3 clusters Score -210522.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Entering Unmasked Estep 
Score: -2063032.000000 Penalty: 1609.268066
	Iteration 0F: 2 clusters Score -2063032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2049472.500000 Penalty: 3218.536133
	Iteration 0F: 3 clusters Score -2049472 nChanged 8986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2054596.750000 Penalty: 3218.536133
	Iteration 1F: 3 clusters Score -2054597 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2055337.750000 Penalty: 3218.536133
	Iteration 2F: 3 clusters Score -2055338 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2056198.875000 Penalty: 3218.536133
	Iteration 3F: 3 clusters Score -2056199 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2057191.375000 Penalty: 3218.536133
	Iteration 4F: 3 clusters Score -2057191 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2058363.125000 Penalty: 3218.536133
	Iteration 5F: 3 clusters Score -2058363 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2059708.625000 Penalty: 3218.536133
	Iteration 6F: 3 clusters Score -2059709 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2060978.375000 Penalty: 3218.536133
	Iteration 7F: 3 clusters Score -2060978 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2061850.625000 Penalty: 3218.536133
	Iteration 8F: 3 clusters Score -2061851 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2062308.750000 Penalty: 3218.536133
	Iteration 9Q: 3 clusters Score -2062309 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2062505.250000 Penalty: 3218.536133
	Iteration 10Q: 3 clusters Score -2062505 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2062604.000000 Penalty: 3218.536133
	Iteration 11Q: 3 clusters Score -2062604 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2062668.625000 Penalty: 3218.536133
	Iteration 12Q: 3 clusters Score -2062669 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2062713.750000 Penalty: 3218.536133
	Iteration 13Q: 3 clusters Score -2062714 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2062757.000000 Penalty: 3218.536133
	Iteration 14Q: 3 clusters Score -2062757 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2062781.125000 Penalty: 3218.536133
	Iteration 15Q: 3 clusters Score -2062781 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2062801.500000 Penalty: 3218.536133
	Iteration 16Q: 3 clusters Score -2062802 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2062823.000000 Penalty: 3218.536133
	Iteration 17Q: 3 clusters Score -2062823 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2062835.375000 Penalty: 3218.536133
	Iteration 18Q: 3 clusters Score -2062835 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2062856.375000 Penalty: 3218.536133
	Iteration 19Q: 3 clusters Score -2062856 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2062874.250000 Penalty: 3218.536133
	Iteration 20F: 3 clusters Score -2062874 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2062890.250000 Penalty: 3218.536133
	Iteration 21Q: 3 clusters Score -2062890 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2062913.750000 Penalty: 3218.536133
	Iteration 22Q: 3 clusters Score -2062914 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2062926.000000 Penalty: 3218.536133
	Iteration 23Q: 3 clusters Score -2062926 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2062942.375000 Penalty: 3218.536133
	Iteration 24Q: 3 clusters Score -2062942 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2062951.000000 Penalty: 3218.536133
	Iteration 25Q: 3 clusters Score -2062951 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2062958.375000 Penalty: 3218.536133
	Iteration 26Q: 3 clusters Score -2062958 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2062969.750000 Penalty: 3218.536133
	Iteration 27Q: 3 clusters Score -2062970 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2062981.250000 Penalty: 3218.536133
	Iteration 28Q: 3 clusters Score -2062981 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2062982.250000 Penalty: 3218.536133
	Iteration 29Q: 3 clusters Score -2062982 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2062992.500000 Penalty: 3218.536133
	Iteration 30Q: 3 clusters Score -2062992 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2063004.750000 Penalty: 3218.536133
	Iteration 31Q: 3 clusters Score -2063005 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2063006.000000 Penalty: 3218.536133
	Iteration 32Q: 3 clusters Score -2063006 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2063016.375000 Penalty: 3218.536133
	Iteration 33Q: 3 clusters Score -2063016 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2063021.750000 Penalty: 3218.536133
	Iteration 34Q: 3 clusters Score -2063022 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2063027.625000 Penalty: 3218.536133
	Iteration 35Q: 3 clusters Score -2063028 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2063035.000000 Penalty: 3218.536133
	Iteration 36Q: 3 clusters Score -2063035 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2063038.125000 Penalty: 3218.536133
	Iteration 37Q: 3 clusters Score -2063038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2063042.875000 Penalty: 3218.536133
	Iteration 38Q: 3 clusters Score -2063043 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2063057.250000 Penalty: 3218.536133
	Iteration 39Q: 3 clusters Score -2063057 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2063059.500000 Penalty: 3218.536133
	Iteration 40F: 3 clusters Score -2063060 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2063077.250000 Penalty: 3218.536133
	Iteration 41Q: 3 clusters Score -2063077 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2063081.125000 Penalty: 3218.536133
	Iteration 42Q: 3 clusters Score -2063081 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2063086.625000 Penalty: 3218.536133
	Iteration 43Q: 3 clusters Score -2063087 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2063094.125000 Penalty: 3218.536133
	Iteration 44Q: 3 clusters Score -2063094 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2063111.875000 Penalty: 3218.536133
	Iteration 45Q: 3 clusters Score -2063112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2063115.500000 Penalty: 3218.536133
	Iteration 46Q: 3 clusters Score -2063116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2063118.750000 Penalty: 3218.536133
	Iteration 47Q: 3 clusters Score -2063119 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -2063130.125000 Penalty: 3218.536133
	Iteration 48Q: 3 clusters Score -2063130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2063137.250000 Penalty: 3218.536133
	Iteration 49Q: 3 clusters Score -2063137 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2063142.125000 Penalty: 3218.536133
	Iteration 50Q: 3 clusters Score -2063142 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2063145.250000 Penalty: 3218.536133
	Iteration 51Q: 3 clusters Score -2063145 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2063152.625000 Penalty: 3218.536133
	Iteration 52Q: 3 clusters Score -2063153 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2063156.625000 Penalty: 3218.536133
	Iteration 53Q: 3 clusters Score -2063157 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2063158.500000 Penalty: 3218.536133
	Iteration 54Q: 3 clusters Score -2063158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2063160.500000 Penalty: 3218.536133
	Iteration 55Q: 3 clusters Score -2063160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2063164.750000 Penalty: 3218.536133
	Iteration 56Q: 3 clusters Score -2063165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2063173.125000 Penalty: 3218.536133
	Iteration 57Q: 3 clusters Score -2063173 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2063171.750000 Penalty: 3218.536133
	Iteration 58Q: 3 clusters Score -2063172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2063173.250000 Penalty: 3218.536133
	Iteration 59Q: 3 clusters Score -2063173 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2063175.625000 Penalty: 3218.536133
	Iteration 60F: 3 clusters Score -2063176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2063180.000000 Penalty: 3218.536133
	Iteration 61Q: 3 clusters Score -2063180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -2063186.875000 Penalty: 3218.536133
	Iteration 62Q: 3 clusters Score -2063187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2063185.000000 Penalty: 3218.536133
	Iteration 63Q: 3 clusters Score -2063185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2063183.625000 Penalty: 3218.536133
	Iteration 64Q: 3 clusters Score -2063184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2063185.500000 Penalty: 3218.536133
	Iteration 65Q: 3 clusters Score -2063186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2063190.000000 Penalty: 3218.536133
	Iteration 66Q: 3 clusters Score -2063190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2063193.625000 Penalty: 3218.536133
	Iteration 67Q: 3 clusters Score -2063194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2063197.625000 Penalty: 3218.536133
	Iteration 68Q: 3 clusters Score -2063198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2063206.750000 Penalty: 3218.536133
	Iteration 69Q: 3 clusters Score -2063207 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2063208.000000 Penalty: 3218.536133
	Iteration 70Q: 3 clusters Score -2063208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2063213.250000 Penalty: 3218.536133
	Iteration 71Q: 3 clusters Score -2063213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2063214.250000 Penalty: 3218.536133
	Iteration 72Q: 3 clusters Score -2063214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2063211.375000 Penalty: 3218.536133
	Iteration 73Q: 3 clusters Score -2063211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2063216.000000 Penalty: 3218.536133
	Iteration 74Q: 3 clusters Score -2063216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -2063213.250000 Penalty: 3218.536133
	Iteration 75Q: 3 clusters Score -2063213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2063214.250000 Penalty: 3218.536133
	Iteration 76Q: 3 clusters Score -2063214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2063215.750000 Penalty: 3218.536133
	Iteration 77Q: 3 clusters Score -2063216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2063214.125000 Penalty: 3218.536133
	Iteration 78Q: 3 clusters Score -2063214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2063212.000000 Penalty: 3218.536133
	Iteration 79Q: 3 clusters Score -2063212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2063211.250000 Penalty: 3218.536133
	Iteration 80F: 3 clusters Score -2063211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 24050 members 
Mstep: Class 5 contains 18812 members 
Mstep: Class 6 contains 15532 members 
Mstep: Class 7 contains 120976 members 
Mstep: Class 8 contains 41984 members 
Mstep: Class 9 contains 12061 members 
Mstep: Class 10 contains 172960 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 6825 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 6868 members 
Mstep: Class 19 contains 28244 members 
Mstep: Class 20 contains 26482 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 27379 members 
Mstep: Class 24 contains 1461 members 
Mstep: Class 25 contains 38854 members 
Mstep: Class 26 contains 10720 members 
Mstep: Class 27 contains 4596 members 
Mstep: Class 28 contains 5390 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3408 members 
Mstep: Class 31 contains 5418 members 
Mstep: Class 32 contains 15679 members 
Mstep: Class 33 contains 333 members 
Mstep: Class 34 contains 13126 members 
Entering Unmasked Estep 
Score: -65948168.000000 Penalty: 73876.734375
Splitting cluster 18 changes total score from -65948496.000000 to -65948168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (28244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Entering Unmasked Estep 
Score: -2962121.250000 Penalty: 1665.403442
	Iteration 0F: 2 clusters Score -2962121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2943132.500000 Penalty: 3330.806885
	Iteration 0F: 3 clusters Score -2943132 nChanged 13020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2950373.000000 Penalty: 3330.806885
	Iteration 1F: 3 clusters Score -2950373 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2951012.250000 Penalty: 3330.806885
	Iteration 2F: 3 clusters Score -2951012 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2951848.000000 Penalty: 3330.806885
	Iteration 3F: 3 clusters Score -2951848 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2952876.000000 Penalty: 3330.806885
	Iteration 4F: 3 clusters Score -2952876 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2954016.500000 Penalty: 3330.806885
	Iteration 5F: 3 clusters Score -2954016 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2955032.250000 Penalty: 3330.806885
	Iteration 6F: 3 clusters Score -2955032 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2955911.000000 Penalty: 3330.806885
	Iteration 7F: 3 clusters Score -2955911 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2956660.000000 Penalty: 3330.806885
	Iteration 8Q: 3 clusters Score -2956660 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2957390.500000 Penalty: 3330.806885
	Iteration 9Q: 3 clusters Score -2957390 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2958105.750000 Penalty: 3330.806885
	Iteration 10Q: 3 clusters Score -2958106 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2958744.250000 Penalty: 3330.806885
	Iteration 11Q: 3 clusters Score -2958744 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2959328.500000 Penalty: 3330.806885
	Iteration 12Q: 3 clusters Score -2959328 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2959836.750000 Penalty: 3330.806885
	Iteration 13Q: 3 clusters Score -2959837 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2960274.750000 Penalty: 3330.806885
	Iteration 14Q: 3 clusters Score -2960275 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2960616.750000 Penalty: 3330.806885
	Iteration 15Q: 3 clusters Score -2960617 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2960858.750000 Penalty: 3330.806885
	Iteration 16Q: 3 clusters Score -2960859 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2961079.750000 Penalty: 3330.806885
	Iteration 17Q: 3 clusters Score -2961080 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2961283.250000 Penalty: 3330.806885
	Iteration 18Q: 3 clusters Score -2961283 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2961447.750000 Penalty: 3330.806885
	Iteration 19Q: 3 clusters Score -2961448 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2961604.750000 Penalty: 3330.806885
	Iteration 20F: 3 clusters Score -2961605 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2961694.500000 Penalty: 3330.806885
	Iteration 21Q: 3 clusters Score -2961694 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2961748.000000 Penalty: 3330.806885
	Iteration 22Q: 3 clusters Score -2961748 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2961765.500000 Penalty: 3330.806885
	Iteration 23Q: 3 clusters Score -2961766 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2961782.750000 Penalty: 3330.806885
	Iteration 24Q: 3 clusters Score -2961783 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2961788.250000 Penalty: 3330.806885
	Iteration 25Q: 3 clusters Score -2961788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2961792.250000 Penalty: 3330.806885
	Iteration 26Q: 3 clusters Score -2961792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2961800.000000 Penalty: 3330.806885
	Iteration 27Q: 3 clusters Score -2961800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2961806.250000 Penalty: 3330.806885
	Iteration 28Q: 3 clusters Score -2961806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2961807.500000 Penalty: 3330.806885
	Iteration 29Q: 3 clusters Score -2961808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2961807.250000 Penalty: 3330.806885
	Iteration 30Q: 3 clusters Score -2961807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2961804.750000 Penalty: 3330.806885
	Iteration 31Q: 3 clusters Score -2961805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2961805.500000 Penalty: 3330.806885
	Iteration 32Q: 3 clusters Score -2961806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2961804.500000 Penalty: 3330.806885
	Iteration 33Q: 3 clusters Score -2961804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2961809.750000 Penalty: 3330.806885
	Iteration 34Q: 3 clusters Score -2961810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2961807.500000 Penalty: 3330.806885
	Iteration 35Q: 3 clusters Score -2961808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2961809.000000 Penalty: 3330.806885
	Iteration 36Q: 3 clusters Score -2961809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2961813.500000 Penalty: 3330.806885
	Iteration 37Q: 3 clusters Score -2961814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2961810.250000 Penalty: 3330.806885
	Iteration 38Q: 3 clusters Score -2961810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2961809.750000 Penalty: 3330.806885
	Iteration 39Q: 3 clusters Score -2961810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2961809.750000 Penalty: 3330.806885
	Iteration 40F: 3 clusters Score -2961810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Entering Unmasked Estep 
Score: -2803891.000000 Penalty: 1654.935791
	Iteration 0F: 2 clusters Score -2803891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2786090.500000 Penalty: 3309.871582
	Iteration 0F: 3 clusters Score -2786090 nChanged 12108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2793145.000000 Penalty: 3309.871582
	Iteration 1F: 3 clusters Score -2793145 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2793801.500000 Penalty: 3309.871582
	Iteration 2F: 3 clusters Score -2793802 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2794483.500000 Penalty: 3309.871582
	Iteration 3F: 3 clusters Score -2794484 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2795266.000000 Penalty: 3309.871582
	Iteration 4F: 3 clusters Score -2795266 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2796156.250000 Penalty: 3309.871582
	Iteration 5F: 3 clusters Score -2796156 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2797277.250000 Penalty: 3309.871582
	Iteration 6F: 3 clusters Score -2797277 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2798496.250000 Penalty: 3309.871582
	Iteration 7F: 3 clusters Score -2798496 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2799614.000000 Penalty: 3309.871582
	Iteration 8F: 3 clusters Score -2799614 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2800345.000000 Penalty: 3309.871582
	Iteration 9Q: 3 clusters Score -2800345 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2800739.000000 Penalty: 3309.871582
	Iteration 10Q: 3 clusters Score -2800739 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2800956.000000 Penalty: 3309.871582
	Iteration 11Q: 3 clusters Score -2800956 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2801112.250000 Penalty: 3309.871582
	Iteration 12Q: 3 clusters Score -2801112 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -2801212.500000 Penalty: 3309.871582
	Iteration 13Q: 3 clusters Score -2801212 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -2801264.500000 Penalty: 3309.871582
	Iteration 14Q: 3 clusters Score -2801264 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2801318.750000 Penalty: 3309.871582
	Iteration 15Q: 3 clusters Score -2801319 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -2801361.750000 Penalty: 3309.871582
	Iteration 16Q: 3 clusters Score -2801362 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2801401.500000 Penalty: 3309.871582
	Iteration 17Q: 3 clusters Score -2801402 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2801416.000000 Penalty: 3309.871582
	Iteration 18Q: 3 clusters Score -2801416 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2801432.250000 Penalty: 3309.871582
	Iteration 19Q: 3 clusters Score -2801432 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -2801454.000000 Penalty: 3309.871582
	Iteration 20F: 3 clusters Score -2801454 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2801466.000000 Penalty: 3309.871582
	Iteration 21Q: 3 clusters Score -2801466 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2801497.250000 Penalty: 3309.871582
	Iteration 22Q: 3 clusters Score -2801497 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2801508.500000 Penalty: 3309.871582
	Iteration 23Q: 3 clusters Score -2801508 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2801510.250000 Penalty: 3309.871582
	Iteration 24Q: 3 clusters Score -2801510 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2801524.750000 Penalty: 3309.871582
	Iteration 25Q: 3 clusters Score -2801525 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -2801539.750000 Penalty: 3309.871582
	Iteration 26Q: 3 clusters Score -2801540 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -2801560.750000 Penalty: 3309.871582
	Iteration 27Q: 3 clusters Score -2801561 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -2801578.250000 Penalty: 3309.871582
	Iteration 28Q: 3 clusters Score -2801578 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2801597.750000 Penalty: 3309.871582
	Iteration 29Q: 3 clusters Score -2801598 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2801614.500000 Penalty: 3309.871582
	Iteration 30Q: 3 clusters Score -2801614 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2801629.000000 Penalty: 3309.871582
	Iteration 31Q: 3 clusters Score -2801629 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -2801644.750000 Penalty: 3309.871582
	Iteration 32Q: 3 clusters Score -2801645 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -2801667.250000 Penalty: 3309.871582
	Iteration 33Q: 3 clusters Score -2801667 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -2801683.750000 Penalty: 3309.871582
	Iteration 34Q: 3 clusters Score -2801684 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2801702.750000 Penalty: 3309.871582
	Iteration 35Q: 3 clusters Score -2801703 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2801720.250000 Penalty: 3309.871582
	Iteration 36Q: 3 clusters Score -2801720 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -2801744.250000 Penalty: 3309.871582
	Iteration 37Q: 3 clusters Score -2801744 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -2801758.250000 Penalty: 3309.871582
	Iteration 38Q: 3 clusters Score -2801758 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -2801769.500000 Penalty: 3309.871582
	Iteration 39Q: 3 clusters Score -2801770 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -2801780.750000 Penalty: 3309.871582
	Iteration 40F: 3 clusters Score -2801781 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -2801794.000000 Penalty: 3309.871582
	Iteration 41Q: 3 clusters Score -2801794 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -2801799.250000 Penalty: 3309.871582
	Iteration 42Q: 3 clusters Score -2801799 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -2801800.000000 Penalty: 3309.871582
	Iteration 43Q: 3 clusters Score -2801800 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -2801803.750000 Penalty: 3309.871582
	Iteration 44Q: 3 clusters Score -2801804 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -2801819.000000 Penalty: 3309.871582
	Iteration 45Q: 3 clusters Score -2801819 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -2801835.500000 Penalty: 3309.871582
	Iteration 46Q: 3 clusters Score -2801836 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -2801845.250000 Penalty: 3309.871582
	Iteration 47Q: 3 clusters Score -2801845 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2801851.750000 Penalty: 3309.871582
	Iteration 48Q: 3 clusters Score -2801852 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2801869.750000 Penalty: 3309.871582
	Iteration 49Q: 3 clusters Score -2801870 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -2801892.250000 Penalty: 3309.871582
	Iteration 50Q: 3 clusters Score -2801892 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2801897.250000 Penalty: 3309.871582
	Iteration 51Q: 3 clusters Score -2801897 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -2801918.000000 Penalty: 3309.871582
	Iteration 52Q: 3 clusters Score -2801918 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -2801919.000000 Penalty: 3309.871582
	Iteration 53Q: 3 clusters Score -2801919 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -2801946.250000 Penalty: 3309.871582
	Iteration 54Q: 3 clusters Score -2801946 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -2801962.500000 Penalty: 3309.871582
	Iteration 55Q: 3 clusters Score -2801962 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -2801989.250000 Penalty: 3309.871582
	Iteration 56Q: 3 clusters Score -2801989 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -2802020.000000 Penalty: 3309.871582
	Iteration 57Q: 3 clusters Score -2802020 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -2802044.750000 Penalty: 3309.871582
	Iteration 58Q: 3 clusters Score -2802045 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -2802078.000000 Penalty: 3309.871582
	Iteration 59Q: 3 clusters Score -2802078 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -2802110.000000 Penalty: 3309.871582
	Iteration 60F: 3 clusters Score -2802110 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -2802145.000000 Penalty: 3309.871582
	Iteration 61Q: 3 clusters Score -2802145 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -2802166.750000 Penalty: 3309.871582
	Iteration 62Q: 3 clusters Score -2802167 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -2802178.750000 Penalty: 3309.871582
	Iteration 63Q: 3 clusters Score -2802179 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -2802200.750000 Penalty: 3309.871582
	Iteration 64Q: 3 clusters Score -2802201 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -2802232.250000 Penalty: 3309.871582
	Iteration 65Q: 3 clusters Score -2802232 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -2802256.500000 Penalty: 3309.871582
	Iteration 66Q: 3 clusters Score -2802256 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -2802277.000000 Penalty: 3309.871582
	Iteration 67Q: 3 clusters Score -2802277 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -2802299.750000 Penalty: 3309.871582
	Iteration 68Q: 3 clusters Score -2802300 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -2802315.500000 Penalty: 3309.871582
	Iteration 69Q: 3 clusters Score -2802316 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -2802329.750000 Penalty: 3309.871582
	Iteration 70Q: 3 clusters Score -2802330 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -2802361.500000 Penalty: 3309.871582
	Iteration 71Q: 3 clusters Score -2802362 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -2802402.250000 Penalty: 3309.871582
	Iteration 72Q: 3 clusters Score -2802402 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -2802416.500000 Penalty: 3309.871582
	Iteration 73Q: 3 clusters Score -2802416 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -2802429.000000 Penalty: 3309.871582
	Iteration 74Q: 3 clusters Score -2802429 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -2802452.500000 Penalty: 3309.871582
	Iteration 75Q: 3 clusters Score -2802452 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -2802470.750000 Penalty: 3309.871582
	Iteration 76Q: 3 clusters Score -2802471 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -2802485.000000 Penalty: 3309.871582
	Iteration 77Q: 3 clusters Score -2802485 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -2802508.000000 Penalty: 3309.871582
	Iteration 78Q: 3 clusters Score -2802508 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -2802525.750000 Penalty: 3309.871582
	Iteration 79Q: 3 clusters Score -2802526 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -2802540.250000 Penalty: 3309.871582
	Iteration 80F: 3 clusters Score -2802540 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -2802559.250000 Penalty: 3309.871582
	Iteration 81Q: 3 clusters Score -2802559 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -2802578.250000 Penalty: 3309.871582
	Iteration 82Q: 3 clusters Score -2802578 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -2802592.250000 Penalty: 3309.871582
	Iteration 83Q: 3 clusters Score -2802592 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -2802611.500000 Penalty: 3309.871582
	Iteration 84Q: 3 clusters Score -2802612 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -2802627.250000 Penalty: 3309.871582
	Iteration 85Q: 3 clusters Score -2802627 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -2802641.750000 Penalty: 3309.871582
	Iteration 86Q: 3 clusters Score -2802642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -2802649.750000 Penalty: 3309.871582
	Iteration 87Q: 3 clusters Score -2802650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -2802649.250000 Penalty: 3309.871582
	Iteration 88Q: 3 clusters Score -2802649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -2802658.500000 Penalty: 3309.871582
	Iteration 89Q: 3 clusters Score -2802658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -2802671.250000 Penalty: 3309.871582
	Iteration 90Q: 3 clusters Score -2802671 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -2802685.750000 Penalty: 3309.871582
	Iteration 91Q: 3 clusters Score -2802686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -2802695.750000 Penalty: 3309.871582
	Iteration 92Q: 3 clusters Score -2802696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -2802704.000000 Penalty: 3309.871582
	Iteration 93Q: 3 clusters Score -2802704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -2802714.000000 Penalty: 3309.871582
	Iteration 94Q: 3 clusters Score -2802714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -2802718.250000 Penalty: 3309.871582
	Iteration 95Q: 3 clusters Score -2802718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -2802723.750000 Penalty: 3309.871582
	Iteration 96Q: 3 clusters Score -2802724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -2802725.250000 Penalty: 3309.871582
	Iteration 97Q: 3 clusters Score -2802725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -2802727.500000 Penalty: 3309.871582
	Iteration 98Q: 3 clusters Score -2802728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -2802734.500000 Penalty: 3309.871582
	Iteration 99Q: 3 clusters Score -2802734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -2802734.500000 Penalty: 3309.871582
	Iteration 100F: 3 clusters Score -2802734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -2802739.000000 Penalty: 3309.871582
	Iteration 101Q: 3 clusters Score -2802739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -2802746.750000 Penalty: 3309.871582
	Iteration 102Q: 3 clusters Score -2802747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -2802745.500000 Penalty: 3309.871582
	Iteration 103Q: 3 clusters Score -2802746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -2802755.000000 Penalty: 3309.871582
	Iteration 104Q: 3 clusters Score -2802755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -2802759.250000 Penalty: 3309.871582
	Iteration 105Q: 3 clusters Score -2802759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -2802762.000000 Penalty: 3309.871582
	Iteration 106Q: 3 clusters Score -2802762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -2802763.250000 Penalty: 3309.871582
	Iteration 107Q: 3 clusters Score -2802763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -2802768.750000 Penalty: 3309.871582
	Iteration 108Q: 3 clusters Score -2802769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -2802777.500000 Penalty: 3309.871582
	Iteration 109Q: 3 clusters Score -2802778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -2802782.750000 Penalty: 3309.871582
	Iteration 110Q: 3 clusters Score -2802783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -2802786.750000 Penalty: 3309.871582
	Iteration 111Q: 3 clusters Score -2802787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -2802792.250000 Penalty: 3309.871582
	Iteration 112Q: 3 clusters Score -2802792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -2802790.750000 Penalty: 3309.871582
	Iteration 113Q: 3 clusters Score -2802791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -2802794.000000 Penalty: 3309.871582
	Iteration 114Q: 3 clusters Score -2802794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -2802797.250000 Penalty: 3309.871582
	Iteration 115Q: 3 clusters Score -2802797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -2802799.750000 Penalty: 3309.871582
	Iteration 116Q: 3 clusters Score -2802800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -2802801.750000 Penalty: 3309.871582
	Iteration 117Q: 3 clusters Score -2802802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -2802804.500000 Penalty: 3309.871582
	Iteration 118Q: 3 clusters Score -2802804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -2802809.250000 Penalty: 3309.871582
	Iteration 119Q: 3 clusters Score -2802809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -2802807.500000 Penalty: 3309.871582
	Iteration 120F: 3 clusters Score -2802808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -2802807.000000 Penalty: 3309.871582
	Iteration 121Q: 3 clusters Score -2802807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -2802803.750000 Penalty: 3309.871582
	Iteration 122Q: 3 clusters Score -2802804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -2802805.250000 Penalty: 3309.871582
	Iteration 123Q: 3 clusters Score -2802805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -2802807.750000 Penalty: 3309.871582
	Iteration 124Q: 3 clusters Score -2802808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -2802808.750000 Penalty: 3309.871582
	Iteration 125Q: 3 clusters Score -2802809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -2802808.250000 Penalty: 3309.871582
	Iteration 126Q: 3 clusters Score -2802808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -2802808.500000 Penalty: 3309.871582
	Iteration 127Q: 3 clusters Score -2802808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -2802808.750000 Penalty: 3309.871582
	Iteration 128Q: 3 clusters Score -2802809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -2802812.750000 Penalty: 3309.871582
	Iteration 129Q: 3 clusters Score -2802813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -2802816.000000 Penalty: 3309.871582
	Iteration 130Q: 3 clusters Score -2802816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -2802817.250000 Penalty: 3309.871582
	Iteration 131Q: 3 clusters Score -2802817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -2802818.000000 Penalty: 3309.871582
	Iteration 132Q: 3 clusters Score -2802818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -2802817.000000 Penalty: 3309.871582
	Iteration 133Q: 3 clusters Score -2802817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -2802822.750000 Penalty: 3309.871582
	Iteration 134Q: 3 clusters Score -2802823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -2802823.000000 Penalty: 3309.871582
	Iteration 135Q: 3 clusters Score -2802823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -2802823.750000 Penalty: 3309.871582
	Iteration 136Q: 3 clusters Score -2802824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -2802824.250000 Penalty: 3309.871582
	Iteration 137Q: 3 clusters Score -2802824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -2802829.000000 Penalty: 3309.871582
	Iteration 138Q: 3 clusters Score -2802829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -2802836.750000 Penalty: 3309.871582
	Iteration 139Q: 3 clusters Score -2802837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -2802838.000000 Penalty: 3309.871582
	Iteration 140F: 3 clusters Score -2802838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -2802842.000000 Penalty: 3309.871582
	Iteration 141Q: 3 clusters Score -2802842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -2802844.500000 Penalty: 3309.871582
	Iteration 142Q: 3 clusters Score -2802844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -2802844.500000 Penalty: 3309.871582
	Iteration 143Q: 3 clusters Score -2802844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -2802845.250000 Penalty: 3309.871582
	Iteration 144Q: 3 clusters Score -2802845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -2802843.750000 Penalty: 3309.871582
	Iteration 145Q: 3 clusters Score -2802844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -2802843.750000 Penalty: 3309.871582
	Iteration 146Q: 3 clusters Score -2802844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -2802842.750000 Penalty: 3309.871582
	Iteration 147Q: 3 clusters Score -2802843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -2802845.000000 Penalty: 3309.871582
	Iteration 148Q: 3 clusters Score -2802845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -2802845.000000 Penalty: 3309.871582
	Iteration 149F: 3 clusters Score -2802845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -97811.968750 Penalty: 1119.723999
	Iteration 0F: 2 clusters Score -97811.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -96463.609375 Penalty: 2239.447998
	Iteration 0F: 3 clusters Score -96463.61 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -96883.718750 Penalty: 2239.447998
	Iteration 1F: 3 clusters Score -96883.72 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -97129.343750 Penalty: 2239.447998
	Iteration 2F: 3 clusters Score -97129.34 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -97464.953125 Penalty: 2239.447998
	Iteration 3F: 3 clusters Score -97464.95 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -97612.937500 Penalty: 2239.447998
	Iteration 4F: 3 clusters Score -97612.94 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -97696.945312 Penalty: 2239.447998
	Iteration 5Q: 3 clusters Score -97696.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -97740.179688 Penalty: 2239.447998
	Iteration 6Q: 3 clusters Score -97740.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -97758.234375 Penalty: 2239.447998
	Iteration 7Q: 3 clusters Score -97758.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -97768.664062 Penalty: 2239.447998
	Iteration 8Q: 3 clusters Score -97768.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -97779.585938 Penalty: 2239.447998
	Iteration 9Q: 3 clusters Score -97779.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -97782.421875 Penalty: 2239.447998
	Iteration 10Q: 3 clusters Score -97782.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -97782.421875 Penalty: 2239.447998
	Iteration 11F: 3 clusters Score -97782.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -94270.187500 Penalty: 1123.320679
	Iteration 0F: 2 clusters Score -94270.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -92886.437500 Penalty: 2246.641357
	Iteration 0F: 3 clusters Score -92886.44 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -93222.960938 Penalty: 2246.641357
	Iteration 1F: 3 clusters Score -93222.96 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -93325.312500 Penalty: 2246.641357
	Iteration 2F: 3 clusters Score -93325.31 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -93384.664062 Penalty: 2246.641357
	Iteration 3F: 3 clusters Score -93384.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -93412.976562 Penalty: 2246.641357
	Iteration 4Q: 3 clusters Score -93412.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -93427.007812 Penalty: 2246.641357
	Iteration 5Q: 3 clusters Score -93427.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -93441.289062 Penalty: 2246.641357
	Iteration 6Q: 3 clusters Score -93441.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -93452.164062 Penalty: 2246.641357
	Iteration 7Q: 3 clusters Score -93452.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -93460.539062 Penalty: 2246.641357
	Iteration 8Q: 3 clusters Score -93460.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -93473.820312 Penalty: 2246.641357
	Iteration 9Q: 3 clusters Score -93473.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -93488.578125 Penalty: 2246.641357
	Iteration 10Q: 3 clusters Score -93488.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -93499.804688 Penalty: 2246.641357
	Iteration 11Q: 3 clusters Score -93499.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -93521.179688 Penalty: 2246.641357
	Iteration 12Q: 3 clusters Score -93521.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -93536.250000 Penalty: 2246.641357
	Iteration 13Q: 3 clusters Score -93536.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -93547.664062 Penalty: 2246.641357
	Iteration 14Q: 3 clusters Score -93547.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -93568.750000 Penalty: 2246.641357
	Iteration 15Q: 3 clusters Score -93568.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -93581.828125 Penalty: 2246.641357
	Iteration 16Q: 3 clusters Score -93581.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -93602.125000 Penalty: 2246.641357
	Iteration 17Q: 3 clusters Score -93602.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -93623.273438 Penalty: 2246.641357
	Iteration 18Q: 3 clusters Score -93623.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -93632.968750 Penalty: 2246.641357
	Iteration 19Q: 3 clusters Score -93632.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -93637.007812 Penalty: 2246.641357
	Iteration 20F: 3 clusters Score -93637.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -93639.726562 Penalty: 2246.641357
	Iteration 21Q: 3 clusters Score -93639.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -93643.257812 Penalty: 2246.641357
	Iteration 22Q: 3 clusters Score -93643.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -93645.492188 Penalty: 2246.641357
	Iteration 23Q: 3 clusters Score -93645.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -93645.492188 Penalty: 2246.641357
	Iteration 24F: 3 clusters Score -93645.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (27379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Entering Unmasked Estep 
Score: -2906921.500000 Penalty: 1660.348877
	Iteration 0F: 2 clusters Score -2906922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2888517.250000 Penalty: 3320.697754
	Iteration 0F: 3 clusters Score -2888517 nChanged 12501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2895809.750000 Penalty: 3320.697754
	Iteration 1F: 3 clusters Score -2895810 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -2896617.250000 Penalty: 3320.697754
	Iteration 2F: 3 clusters Score -2896617 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2897589.000000 Penalty: 3320.697754
	Iteration 3F: 3 clusters Score -2897589 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2898629.000000 Penalty: 3320.697754
	Iteration 4F: 3 clusters Score -2898629 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2899680.500000 Penalty: 3320.697754
	Iteration 5F: 3 clusters Score -2899680 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2900834.500000 Penalty: 3320.697754
	Iteration 6F: 3 clusters Score -2900834 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -2901994.250000 Penalty: 3320.697754
	Iteration 7F: 3 clusters Score -2901994 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -2903138.750000 Penalty: 3320.697754
	Iteration 8Q: 3 clusters Score -2903139 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -2903943.750000 Penalty: 3320.697754
	Iteration 9Q: 3 clusters Score -2903944 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -2904439.500000 Penalty: 3320.697754
	Iteration 10Q: 3 clusters Score -2904440 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -2904764.250000 Penalty: 3320.697754
	Iteration 11Q: 3 clusters Score -2904764 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -2905001.750000 Penalty: 3320.697754
	Iteration 12Q: 3 clusters Score -2905002 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -2905176.250000 Penalty: 3320.697754
	Iteration 13Q: 3 clusters Score -2905176 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -2905313.500000 Penalty: 3320.697754
	Iteration 14Q: 3 clusters Score -2905314 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -2905426.250000 Penalty: 3320.697754
	Iteration 15Q: 3 clusters Score -2905426 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -2905532.750000 Penalty: 3320.697754
	Iteration 16Q: 3 clusters Score -2905533 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -2905590.500000 Penalty: 3320.697754
	Iteration 17Q: 3 clusters Score -2905590 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -2905649.000000 Penalty: 3320.697754
	Iteration 18Q: 3 clusters Score -2905649 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -2905707.500000 Penalty: 3320.697754
	Iteration 19Q: 3 clusters Score -2905708 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -2905747.250000 Penalty: 3320.697754
	Iteration 20F: 3 clusters Score -2905747 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -2905792.500000 Penalty: 3320.697754
	Iteration 21Q: 3 clusters Score -2905792 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -2905839.000000 Penalty: 3320.697754
	Iteration 22Q: 3 clusters Score -2905839 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -2905875.750000 Penalty: 3320.697754
	Iteration 23Q: 3 clusters Score -2905876 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -2905894.500000 Penalty: 3320.697754
	Iteration 24Q: 3 clusters Score -2905894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -2905927.500000 Penalty: 3320.697754
	Iteration 25Q: 3 clusters Score -2905928 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -2905946.500000 Penalty: 3320.697754
	Iteration 26Q: 3 clusters Score -2905946 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -2905964.500000 Penalty: 3320.697754
	Iteration 27Q: 3 clusters Score -2905964 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -2905983.500000 Penalty: 3320.697754
	Iteration 28Q: 3 clusters Score -2905984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -2905995.250000 Penalty: 3320.697754
	Iteration 29Q: 3 clusters Score -2905995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -2906014.750000 Penalty: 3320.697754
	Iteration 30Q: 3 clusters Score -2906015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -2906024.750000 Penalty: 3320.697754
	Iteration 31Q: 3 clusters Score -2906025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -2906027.250000 Penalty: 3320.697754
	Iteration 32Q: 3 clusters Score -2906027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -2906031.750000 Penalty: 3320.697754
	Iteration 33Q: 3 clusters Score -2906032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -2906034.000000 Penalty: 3320.697754
	Iteration 34Q: 3 clusters Score -2906034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -2906034.250000 Penalty: 3320.697754
	Iteration 35Q: 3 clusters Score -2906034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -2906039.500000 Penalty: 3320.697754
	Iteration 36Q: 3 clusters Score -2906040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -2906037.000000 Penalty: 3320.697754
	Iteration 37Q: 3 clusters Score -2906037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -2906038.750000 Penalty: 3320.697754
	Iteration 38Q: 3 clusters Score -2906039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -2906039.750000 Penalty: 3320.697754
	Iteration 39Q: 3 clusters Score -2906040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -2906038.500000 Penalty: 3320.697754
	Iteration 40F: 3 clusters Score -2906038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -2906039.500000 Penalty: 3320.697754
	Iteration 41Q: 3 clusters Score -2906040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -2906040.250000 Penalty: 3320.697754
	Iteration 42Q: 3 clusters Score -2906040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -2906041.500000 Penalty: 3320.697754
	Iteration 43Q: 3 clusters Score -2906042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -2906038.250000 Penalty: 3320.697754
	Iteration 44Q: 3 clusters Score -2906038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -2906046.000000 Penalty: 3320.697754
	Iteration 45Q: 3 clusters Score -2906046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -2906045.750000 Penalty: 3320.697754
	Iteration 46Q: 3 clusters Score -2906046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -2906045.750000 Penalty: 3320.697754
	Iteration 47F: 3 clusters Score -2906046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Entering Unmasked Estep 
Score: -130158.476562 Penalty: 1184.117432
	Iteration 0F: 2 clusters Score -130158.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -128445.695312 Penalty: 2368.234863
	Iteration 0F: 3 clusters Score -128445.7 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -128912.828125 Penalty: 2368.234863
	Iteration 1F: 3 clusters Score -128912.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -129096.406250 Penalty: 2368.234863
	Iteration 2F: 3 clusters Score -129096.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -129220.453125 Penalty: 2368.234863
	Iteration 3F: 3 clusters Score -129220.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -129323.460938 Penalty: 2368.234863
	Iteration 4F: 3 clusters Score -129323.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -129389.414062 Penalty: 2368.234863
	Iteration 5Q: 3 clusters Score -129389.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -129432.085938 Penalty: 2368.234863
	Iteration 6Q: 3 clusters Score -129432.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -129464.093750 Penalty: 2368.234863
	Iteration 7Q: 3 clusters Score -129464.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -129486.437500 Penalty: 2368.234863
	Iteration 8Q: 3 clusters Score -129486.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -129509.195312 Penalty: 2368.234863
	Iteration 9Q: 3 clusters Score -129509.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -129552.031250 Penalty: 2368.234863
	Iteration 10Q: 3 clusters Score -129552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -129579.437500 Penalty: 2368.234863
	Iteration 11Q: 3 clusters Score -129579.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -129603.179688 Penalty: 2368.234863
	Iteration 12Q: 3 clusters Score -129603.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -129623.273438 Penalty: 2368.234863
	Iteration 13Q: 3 clusters Score -129623.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -129637.609375 Penalty: 2368.234863
	Iteration 14Q: 3 clusters Score -129637.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -129644.070312 Penalty: 2368.234863
	Iteration 15Q: 3 clusters Score -129644.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -129653.554688 Penalty: 2368.234863
	Iteration 16Q: 3 clusters Score -129653.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -129657.437500 Penalty: 2368.234863
	Iteration 17Q: 3 clusters Score -129657.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -129665.335938 Penalty: 2368.234863
	Iteration 18Q: 3 clusters Score -129665.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -129673.273438 Penalty: 2368.234863
	Iteration 19Q: 3 clusters Score -129673.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -129679.343750 Penalty: 2368.234863
	Iteration 20F: 3 clusters Score -129679.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -129682.765625 Penalty: 2368.234863
	Iteration 21Q: 3 clusters Score -129682.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -129689.484375 Penalty: 2368.234863
	Iteration 22Q: 3 clusters Score -129689.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -129694.710938 Penalty: 2368.234863
	Iteration 23Q: 3 clusters Score -129694.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -129695.734375 Penalty: 2368.234863
	Iteration 24Q: 3 clusters Score -129695.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -129696.171875 Penalty: 2368.234863
	Iteration 25Q: 3 clusters Score -129696.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -129696.171875 Penalty: 2368.234863
	Iteration 26F: 3 clusters Score -129696.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (38854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Entering Unmasked Estep 
Score: -4121610.000000 Penalty: 1717.229492
	Iteration 0F: 2 clusters Score -4121610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -4095604.000000 Penalty: 3434.458984
	Iteration 0F: 3 clusters Score -4095604 nChanged 18130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -4105714.750000 Penalty: 3434.458984
	Iteration 1F: 3 clusters Score -4105715 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -4106144.500000 Penalty: 3434.458984
	Iteration 2Q: 3 clusters Score -4106144 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -4106628.500000 Penalty: 3434.458984
	Iteration 3Q: 3 clusters Score -4106628 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -4107222.750000 Penalty: 3434.458984
	Iteration 4Q: 3 clusters Score -4107223 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -4108051.250000 Penalty: 3434.458984
	Iteration 5Q: 3 clusters Score -4108051 nChanged 2071
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -4110829 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4116267 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -4117347.500000 Penalty: 3434.458984
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -4118152.500000 Penalty: 3434.458984
	Iteration 12Q: 3 clusters Score -4118152 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4118680 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -4119063.250000 Penalty: 3434.458984
	Iteration 15Q: 3 clusters Score -4119063 nChanged 368
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4119142 nChanged 291
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -4119191.500000 Penalty: 3434.458984
	Iteration 17Q: 3 clusters Score -4119192 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -4119253.500000 Penalty: 3434.458984
	Iteration 19Q: 3 clusters Score -4119254 nChanged 162
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Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -4119282.500000 Penalty: 3434.458984
	Iteration 20F: 3 clusters Score -4119282 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -4119302.250000 Penalty: 3434.458984
	Iteration 21Q: 3 clusters Score -4119302 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -4119310.750000 Penalty: 3434.458984
	Iteration 22Q: 3 clusters Score -4119311 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -4119328.000000 Penalty: 3434.458984
	Iteration 23Q: 3 clusters Score -4119328 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -4119337.000000 Penalty: 3434.458984
	Iteration 24Q: 3 clusters Score -4119337 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -4119346.500000 Penalty: 3434.458984
	Iteration 25Q: 3 clusters Score -4119346 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -4119352.750000 Penalty: 3434.458984
	Iteration 26Q: 3 clusters Score -4119353 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4119352 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4119346 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -4119357.250000 Penalty: 3434.458984
	Iteration 29Q: 3 clusters Score -4119357 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -4119366.250000 Penalty: 3434.458984
	Iteration 30Q: 3 clusters Score -4119366 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -4119363.500000 Penalty: 3434.458984
	Iteration 31Q: 3 clusters Score -4119364 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -4119373.250000 Penalty: 3434.458984
	Iteration 32Q: 3 clusters Score -4119373 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -4119380.750000 Penalty: 3434.458984
	Iteration 33Q: 3 clusters Score -4119381 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4119374 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -4119382.500000 Penalty: 3434.458984
	Iteration 35Q: 3 clusters Score -4119382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -4119385.250000 Penalty: 3434.458984
	Iteration 36Q: 3 clusters Score -4119385 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -4119391.250000 Penalty: 3434.458984
	Iteration 37Q: 3 clusters Score -4119391 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4119383 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -4119396.500000 Penalty: 3434.458984
	Iteration 39Q: 3 clusters Score -4119396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -4119393.500000 Penalty: 3434.458984
	Iteration 40F: 3 clusters Score -4119394 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -4119409.750000 Penalty: 3434.458984
	Iteration 41Q: 3 clusters Score -4119410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -4119405.250000 Penalty: 3434.458984
	Iteration 42Q: 3 clusters Score -4119405 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -4119391.250000 Penalty: 3434.458984
	Iteration 43Q: 3 clusters Score -4119391 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -4119389.000000 Penalty: 3434.458984
	Iteration 44Q: 3 clusters Score -4119389 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -4119395.250000 Penalty: 3434.458984
	Iteration 45Q: 3 clusters Score -4119395 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -4119402.250000 Penalty: 3434.458984
	Iteration 46Q: 3 clusters Score -4119402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -4119398.250000 Penalty: 3434.458984
	Iteration 47Q: 3 clusters Score -4119398 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4119396 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -4119401.000000 Penalty: 3434.458984
	Iteration 49Q: 3 clusters Score -4119401 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -4119406.250000 Penalty: 3434.458984
	Iteration 50Q: 3 clusters Score -4119406 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -4119411.750000 Penalty: 3434.458984
	Iteration 51Q: 3 clusters Score -4119412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4119413 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -4119425.000000 Penalty: 3434.458984
	Iteration 53Q: 3 clusters Score -4119425 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -4119429.500000 Penalty: 3434.458984
	Iteration 54Q: 3 clusters Score -4119430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -4119431.000000 Penalty: 3434.458984
	Iteration 55Q: 3 clusters Score -4119431 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4119426 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -4119442.000000 Penalty: 3434.458984
	Iteration 57Q: 3 clusters Score -4119442 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4119443 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -4119459.750000 Penalty: 3434.458984
	Iteration 59Q: 3 clusters Score -4119460 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -4119455.500000 Penalty: 3434.458984
	Iteration 60F: 3 clusters Score -4119456 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -4119463.500000 Penalty: 3434.458984
	Iteration 61Q: 3 clusters Score -4119464 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -4119463.250000 Penalty: 3434.458984
	Iteration 62Q: 3 clusters Score -4119463 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -4119473.750000 Penalty: 3434.458984
	Iteration 63Q: 3 clusters Score -4119474 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -4119497.750000 Penalty: 3434.458984
	Iteration 64Q: 3 clusters Score -4119498 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -4119508.250000 Penalty: 3434.458984
	Iteration 65Q: 3 clusters Score -4119508 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -4119511.750000 Penalty: 3434.458984
	Iteration 66Q: 3 clusters Score -4119512 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -4119515.500000 Penalty: 3434.458984
	Iteration 67Q: 3 clusters Score -4119516 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -4119527.750000 Penalty: 3434.458984
	Iteration 68Q: 3 clusters Score -4119528 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -4119533.250000 Penalty: 3434.458984
	Iteration 69Q: 3 clusters Score -4119533 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -4119546.750000 Penalty: 3434.458984
	Iteration 70Q: 3 clusters Score -4119547 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -4119554.500000 Penalty: 3434.458984
	Iteration 71Q: 3 clusters Score -4119554 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -4119558.250000 Penalty: 3434.458984
	Iteration 72Q: 3 clusters Score -4119558 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -4119572.000000 Penalty: 3434.458984
	Iteration 73Q: 3 clusters Score -4119572 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -4119571.250000 Penalty: 3434.458984
	Iteration 74Q: 3 clusters Score -4119571 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -4119567.000000 Penalty: 3434.458984
	Iteration 75Q: 3 clusters Score -4119567 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4119572 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -4119588.500000 Penalty: 3434.458984
	Iteration 77Q: 3 clusters Score -4119588 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -4119602.250000 Penalty: 3434.458984
	Iteration 78Q: 3 clusters Score -4119602 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4119612 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -4119626.250000 Penalty: 3434.458984
	Iteration 80F: 3 clusters Score -4119626 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4119644 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -4119669.000000 Penalty: 3434.458984
	Iteration 82Q: 3 clusters Score -4119669 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4119697 nChanged 169
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Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4119724 nChanged 186
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4119752 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4119758 nChanged 189
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4119796 nChanged 216
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4119838 nChanged 251
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4119882 nChanged 251
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Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -4119933.500000 Penalty: 3434.458984
	Iteration 90Q: 3 clusters Score -4119934 nChanged 274
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -4119990.750000 Penalty: 3434.458984
	Iteration 91Q: 3 clusters Score -4119991 nChanged 273
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -4120082.750000 Penalty: 3434.458984
	Iteration 92Q: 3 clusters Score -4120083 nChanged 310
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4120168 nChanged 338
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Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4120289 nChanged 374
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -4120427.250000 Penalty: 3434.458984
	Iteration 95Q: 3 clusters Score -4120427 nChanged 392
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Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -4120561.250000 Penalty: 3434.458984
	Iteration 96Q: 3 clusters Score -4120561 nChanged 423
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -4120732.750000 Penalty: 3434.458984
	Iteration 97Q: 3 clusters Score -4120733 nChanged 436
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -4120873.500000 Penalty: 3434.458984
	Iteration 98Q: 3 clusters Score -4120874 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -4121007.000000 Penalty: 3434.458984
	Iteration 99Q: 3 clusters Score -4121007 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -4121143.750000 Penalty: 3434.458984
	Iteration 100F: 3 clusters Score -4121144 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -4121218.500000 Penalty: 3434.458984
	Iteration 101Q: 3 clusters Score -4121218 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -4121317.250000 Penalty: 3434.458984
	Iteration 102Q: 3 clusters Score -4121317 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -4121375.500000 Penalty: 3434.458984
	Iteration 103Q: 3 clusters Score -4121376 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -4121421.250000 Penalty: 3434.458984
	Iteration 104Q: 3 clusters Score -4121421 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -4121437.500000 Penalty: 3434.458984
	Iteration 105Q: 3 clusters Score -4121438 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -4121461.000000 Penalty: 3434.458984
	Iteration 106Q: 3 clusters Score -4121461 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -4121481.750000 Penalty: 3434.458984
	Iteration 107Q: 3 clusters Score -4121482 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -4121512.000000 Penalty: 3434.458984
	Iteration 108Q: 3 clusters Score -4121512 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -4121527.250000 Penalty: 3434.458984
	Iteration 109Q: 3 clusters Score -4121527 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -4121550.000000 Penalty: 3434.458984
	Iteration 110Q: 3 clusters Score -4121550 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -4121565.000000 Penalty: 3434.458984
	Iteration 111Q: 3 clusters Score -4121565 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -4121588.000000 Penalty: 3434.458984
	Iteration 112Q: 3 clusters Score -4121588 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -4121593.750000 Penalty: 3434.458984
	Iteration 113Q: 3 clusters Score -4121594 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -4121588.500000 Penalty: 3434.458984
	Iteration 114Q: 3 clusters Score -4121588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -4121585.750000 Penalty: 3434.458984
	Iteration 115Q: 3 clusters Score -4121586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -4121585.750000 Penalty: 3434.458984
	Iteration 116Q: 3 clusters Score -4121586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -4121591.250000 Penalty: 3434.458984
	Iteration 117Q: 3 clusters Score -4121591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -4121590.750000 Penalty: 3434.458984
	Iteration 118Q: 3 clusters Score -4121591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -4121589.750000 Penalty: 3434.458984
	Iteration 119Q: 3 clusters Score -4121590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -4121592.500000 Penalty: 3434.458984
	Iteration 120F: 3 clusters Score -4121592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -4121586.000000 Penalty: 3434.458984
	Iteration 121Q: 3 clusters Score -4121586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -4121583.500000 Penalty: 3434.458984
	Iteration 122Q: 3 clusters Score -4121584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -4121591.500000 Penalty: 3434.458984
	Iteration 123Q: 3 clusters Score -4121592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -4121588.250000 Penalty: 3434.458984
	Iteration 124Q: 3 clusters Score -4121588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -4121595.500000 Penalty: 3434.458984
	Iteration 125Q: 3 clusters Score -4121596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -4121592.000000 Penalty: 3434.458984
	Iteration 126Q: 3 clusters Score -4121592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -4121584.000000 Penalty: 3434.458984
	Iteration 127Q: 3 clusters Score -4121584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -4121584.000000 Penalty: 3434.458984
	Iteration 128F: 3 clusters Score -4121584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Entering Unmasked Estep 
Score: -1102537.500000 Penalty: 1507.978271
	Iteration 0F: 2 clusters Score -1102538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1094888.875000 Penalty: 3015.956543
	Iteration 0F: 3 clusters Score -1094889 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1097499.250000 Penalty: 3015.956543
	Iteration 1F: 3 clusters Score -1097499 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1097791.250000 Penalty: 3015.956543
	Iteration 2F: 3 clusters Score -1097791 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1098058.500000 Penalty: 3015.956543
	Iteration 3F: 3 clusters Score -1098058 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1098336.625000 Penalty: 3015.956543
	Iteration 4F: 3 clusters Score -1098337 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1098619.625000 Penalty: 3015.956543
	Iteration 5F: 3 clusters Score -1098620 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1098932.125000 Penalty: 3015.956543
	Iteration 6F: 3 clusters Score -1098932 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1099296.500000 Penalty: 3015.956543
	Iteration 7F: 3 clusters Score -1099296 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1099618.500000 Penalty: 3015.956543
	Iteration 8F: 3 clusters Score -1099618 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1099861.625000 Penalty: 3015.956543
	Iteration 9Q: 3 clusters Score -1099862 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1100057.875000 Penalty: 3015.956543
	Iteration 10Q: 3 clusters Score -1100058 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1100226.500000 Penalty: 3015.956543
	Iteration 11Q: 3 clusters Score -1100226 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1100370.750000 Penalty: 3015.956543
	Iteration 12Q: 3 clusters Score -1100371 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1100504.125000 Penalty: 3015.956543
	Iteration 13Q: 3 clusters Score -1100504 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1100663.500000 Penalty: 3015.956543
	Iteration 14Q: 3 clusters Score -1100664 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1100882.625000 Penalty: 3015.956543
	Iteration 15Q: 3 clusters Score -1100883 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1101176.000000 Penalty: 3015.956543
	Iteration 16Q: 3 clusters Score -1101176 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1101427.000000 Penalty: 3015.956543
	Iteration 17Q: 3 clusters Score -1101427 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1101644.000000 Penalty: 3015.956543
	Iteration 18Q: 3 clusters Score -1101644 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1101845.875000 Penalty: 3015.956543
	Iteration 19Q: 3 clusters Score -1101846 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1102025.750000 Penalty: 3015.956543
	Iteration 20F: 3 clusters Score -1102026 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1102147.000000 Penalty: 3015.956543
	Iteration 21Q: 3 clusters Score -1102147 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1102216.250000 Penalty: 3015.956543
	Iteration 22Q: 3 clusters Score -1102216 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1102254.750000 Penalty: 3015.956543
	Iteration 23Q: 3 clusters Score -1102255 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1102283.250000 Penalty: 3015.956543
	Iteration 24Q: 3 clusters Score -1102283 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1102300.500000 Penalty: 3015.956543
	Iteration 25Q: 3 clusters Score -1102300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1102315.500000 Penalty: 3015.956543
	Iteration 26Q: 3 clusters Score -1102316 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1102324.500000 Penalty: 3015.956543
	Iteration 27Q: 3 clusters Score -1102324 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1102332.625000 Penalty: 3015.956543
	Iteration 28Q: 3 clusters Score -1102333 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1102339.000000 Penalty: 3015.956543
	Iteration 29Q: 3 clusters Score -1102339 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1102344.125000 Penalty: 3015.956543
	Iteration 30Q: 3 clusters Score -1102344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1102347.000000 Penalty: 3015.956543
	Iteration 31Q: 3 clusters Score -1102347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1102350.000000 Penalty: 3015.956543
	Iteration 32Q: 3 clusters Score -1102350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1102352.500000 Penalty: 3015.956543
	Iteration 33Q: 3 clusters Score -1102352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1102353.500000 Penalty: 3015.956543
	Iteration 34Q: 3 clusters Score -1102354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1102354.250000 Penalty: 3015.956543
	Iteration 35Q: 3 clusters Score -1102354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1102354.250000 Penalty: 3015.956543
	Iteration 36Q: 3 clusters Score -1102354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1102358.875000 Penalty: 3015.956543
	Iteration 37Q: 3 clusters Score -1102359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1102358.500000 Penalty: 3015.956543
	Iteration 38Q: 3 clusters Score -1102358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1102358.500000 Penalty: 3015.956543
	Iteration 39F: 3 clusters Score -1102358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Entering Unmasked Estep 
Score: -478475.500000 Penalty: 1370.353027
	Iteration 0F: 2 clusters Score -478475.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -474744.031250 Penalty: 2740.706055
	Iteration 0F: 3 clusters Score -474744 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -475738.968750 Penalty: 2740.706055
	Iteration 1F: 3 clusters Score -475739 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -475908.062500 Penalty: 2740.706055
	Iteration 2F: 3 clusters Score -475908.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -476046.937500 Penalty: 2740.706055
	Iteration 3Q: 3 clusters Score -476046.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -476206.593750 Penalty: 2740.706055
	Iteration 4Q: 3 clusters Score -476206.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -476361.156250 Penalty: 2740.706055
	Iteration 5F: 3 clusters Score -476361.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -476521.781250 Penalty: 2740.706055
	Iteration 6F: 3 clusters Score -476521.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -476641.031250 Penalty: 2740.706055
	Iteration 7Q: 3 clusters Score -476641 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -476736.406250 Penalty: 2740.706055
	Iteration 8Q: 3 clusters Score -476736.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -476815.562500 Penalty: 2740.706055
	Iteration 9Q: 3 clusters Score -476815.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -476879.562500 Penalty: 2740.706055
	Iteration 10Q: 3 clusters Score -476879.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -476930.250000 Penalty: 2740.706055
	Iteration 11Q: 3 clusters Score -476930.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -476973.312500 Penalty: 2740.706055
	Iteration 12Q: 3 clusters Score -476973.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -477009.218750 Penalty: 2740.706055
	Iteration 13Q: 3 clusters Score -477009.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -477039.500000 Penalty: 2740.706055
	Iteration 14Q: 3 clusters Score -477039.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -477075.843750 Penalty: 2740.706055
	Iteration 15Q: 3 clusters Score -477075.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -477120.093750 Penalty: 2740.706055
	Iteration 16Q: 3 clusters Score -477120.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -477157.000000 Penalty: 2740.706055
	Iteration 17Q: 3 clusters Score -477157 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -477186.437500 Penalty: 2740.706055
	Iteration 18Q: 3 clusters Score -477186.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -477214.375000 Penalty: 2740.706055
	Iteration 19Q: 3 clusters Score -477214.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -477235.562500 Penalty: 2740.706055
	Iteration 20F: 3 clusters Score -477235.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -477258.562500 Penalty: 2740.706055
	Iteration 21Q: 3 clusters Score -477258.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -477278.968750 Penalty: 2740.706055
	Iteration 22Q: 3 clusters Score -477279 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -477303.406250 Penalty: 2740.706055
	Iteration 23Q: 3 clusters Score -477303.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -477320.687500 Penalty: 2740.706055
	Iteration 24Q: 3 clusters Score -477320.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -477336.312500 Penalty: 2740.706055
	Iteration 25Q: 3 clusters Score -477336.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -477347.437500 Penalty: 2740.706055
	Iteration 26Q: 3 clusters Score -477347.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -477360.531250 Penalty: 2740.706055
	Iteration 27Q: 3 clusters Score -477360.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -477369.250000 Penalty: 2740.706055
	Iteration 28Q: 3 clusters Score -477369.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -477376.031250 Penalty: 2740.706055
	Iteration 29Q: 3 clusters Score -477376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -477390.562500 Penalty: 2740.706055
	Iteration 30Q: 3 clusters Score -477390.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -477398.906250 Penalty: 2740.706055
	Iteration 31Q: 3 clusters Score -477398.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -477406.250000 Penalty: 2740.706055
	Iteration 32Q: 3 clusters Score -477406.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -477416.843750 Penalty: 2740.706055
	Iteration 33Q: 3 clusters Score -477416.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -477426.312500 Penalty: 2740.706055
	Iteration 34Q: 3 clusters Score -477426.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -477440.718750 Penalty: 2740.706055
	Iteration 35Q: 3 clusters Score -477440.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -477455.875000 Penalty: 2740.706055
	Iteration 36Q: 3 clusters Score -477455.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -477470.406250 Penalty: 2740.706055
	Iteration 37Q: 3 clusters Score -477470.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -477487.843750 Penalty: 2740.706055
	Iteration 38Q: 3 clusters Score -477487.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -477505.500000 Penalty: 2740.706055
	Iteration 39Q: 3 clusters Score -477505.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -477527.593750 Penalty: 2740.706055
	Iteration 40F: 3 clusters Score -477527.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -477540.562500 Penalty: 2740.706055
	Iteration 41Q: 3 clusters Score -477540.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -477552.250000 Penalty: 2740.706055
	Iteration 42Q: 3 clusters Score -477552.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -477563.937500 Penalty: 2740.706055
	Iteration 43Q: 3 clusters Score -477563.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -477572.812500 Penalty: 2740.706055
	Iteration 44Q: 3 clusters Score -477572.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -477582.343750 Penalty: 2740.706055
	Iteration 45Q: 3 clusters Score -477582.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -477588.718750 Penalty: 2740.706055
	Iteration 46Q: 3 clusters Score -477588.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -477596.375000 Penalty: 2740.706055
	Iteration 47Q: 3 clusters Score -477596.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -477602.125000 Penalty: 2740.706055
	Iteration 48Q: 3 clusters Score -477602.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -477603.531250 Penalty: 2740.706055
	Iteration 49Q: 3 clusters Score -477603.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -477606.031250 Penalty: 2740.706055
	Iteration 50Q: 3 clusters Score -477606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -477606.875000 Penalty: 2740.706055
	Iteration 51Q: 3 clusters Score -477606.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -477608.187500 Penalty: 2740.706055
	Iteration 52Q: 3 clusters Score -477608.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -477610.656250 Penalty: 2740.706055
	Iteration 53Q: 3 clusters Score -477610.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -477617.187500 Penalty: 2740.706055
	Iteration 54Q: 3 clusters Score -477617.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -477623.718750 Penalty: 2740.706055
	Iteration 55Q: 3 clusters Score -477623.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -477628.781250 Penalty: 2740.706055
	Iteration 56Q: 3 clusters Score -477628.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -477630.125000 Penalty: 2740.706055
	Iteration 57Q: 3 clusters Score -477630.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -477632.125000 Penalty: 2740.706055
	Iteration 58Q: 3 clusters Score -477632.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -477633.437500 Penalty: 2740.706055
	Iteration 59Q: 3 clusters Score -477633.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -477636.218750 Penalty: 2740.706055
	Iteration 60F: 3 clusters Score -477636.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -477638.812500 Penalty: 2740.706055
	Iteration 61Q: 3 clusters Score -477638.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -477639.343750 Penalty: 2740.706055
	Iteration 62Q: 3 clusters Score -477639.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -477639.343750 Penalty: 2740.706055
	Iteration 63F: 3 clusters Score -477639.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Entering Unmasked Estep 
Score: -567525.062500 Penalty: 1396.248779
	Iteration 0F: 2 clusters Score -567525.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -563297.500000 Penalty: 2792.497559
	Iteration 0F: 3 clusters Score -563297.5 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -564570.000000 Penalty: 2792.497559
	Iteration 1F: 3 clusters Score -564570 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -564786.375000 Penalty: 2792.497559
	Iteration 2F: 3 clusters Score -564786.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -564944.750000 Penalty: 2792.497559
	Iteration 3F: 3 clusters Score -564944.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -565080.875000 Penalty: 2792.497559
	Iteration 4Q: 3 clusters Score -565080.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -565191.437500 Penalty: 2792.497559
	Iteration 5Q: 3 clusters Score -565191.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -565267.875000 Penalty: 2792.497559
	Iteration 6Q: 3 clusters Score -565267.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -565330.562500 Penalty: 2792.497559
	Iteration 7Q: 3 clusters Score -565330.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -565408.437500 Penalty: 2792.497559
	Iteration 8Q: 3 clusters Score -565408.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -565493.937500 Penalty: 2792.497559
	Iteration 9Q: 3 clusters Score -565493.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -565583.750000 Penalty: 2792.497559
	Iteration 10Q: 3 clusters Score -565583.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -565678.625000 Penalty: 2792.497559
	Iteration 11Q: 3 clusters Score -565678.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -565769.250000 Penalty: 2792.497559
	Iteration 12Q: 3 clusters Score -565769.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -565860.437500 Penalty: 2792.497559
	Iteration 13Q: 3 clusters Score -565860.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -565934.375000 Penalty: 2792.497559
	Iteration 14Q: 3 clusters Score -565934.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -565993.250000 Penalty: 2792.497559
	Iteration 15Q: 3 clusters Score -565993.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -566064.062500 Penalty: 2792.497559
	Iteration 16Q: 3 clusters Score -566064.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -566120.250000 Penalty: 2792.497559
	Iteration 17Q: 3 clusters Score -566120.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -566156.375000 Penalty: 2792.497559
	Iteration 18Q: 3 clusters Score -566156.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -566198.187500 Penalty: 2792.497559
	Iteration 19Q: 3 clusters Score -566198.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -566237.000000 Penalty: 2792.497559
	Iteration 20F: 3 clusters Score -566237 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -566281.937500 Penalty: 2792.497559
	Iteration 21Q: 3 clusters Score -566281.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -566311.937500 Penalty: 2792.497559
	Iteration 22Q: 3 clusters Score -566311.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -566336.125000 Penalty: 2792.497559
	Iteration 23Q: 3 clusters Score -566336.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -566357.187500 Penalty: 2792.497559
	Iteration 24Q: 3 clusters Score -566357.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -566374.875000 Penalty: 2792.497559
	Iteration 25Q: 3 clusters Score -566374.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -566385.375000 Penalty: 2792.497559
	Iteration 26Q: 3 clusters Score -566385.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -566392.500000 Penalty: 2792.497559
	Iteration 27Q: 3 clusters Score -566392.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -566407.937500 Penalty: 2792.497559
	Iteration 28Q: 3 clusters Score -566407.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -566423.125000 Penalty: 2792.497559
	Iteration 29Q: 3 clusters Score -566423.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -566435.000000 Penalty: 2792.497559
	Iteration 30Q: 3 clusters Score -566435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -566440.625000 Penalty: 2792.497559
	Iteration 31Q: 3 clusters Score -566440.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -566444.500000 Penalty: 2792.497559
	Iteration 32Q: 3 clusters Score -566444.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -566449.312500 Penalty: 2792.497559
	Iteration 33Q: 3 clusters Score -566449.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -566452.000000 Penalty: 2792.497559
	Iteration 34Q: 3 clusters Score -566452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -566456.687500 Penalty: 2792.497559
	Iteration 35Q: 3 clusters Score -566456.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -566460.000000 Penalty: 2792.497559
	Iteration 36Q: 3 clusters Score -566460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -566462.250000 Penalty: 2792.497559
	Iteration 37Q: 3 clusters Score -566462.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -566464.937500 Penalty: 2792.497559
	Iteration 38Q: 3 clusters Score -566464.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -566467.812500 Penalty: 2792.497559
	Iteration 39Q: 3 clusters Score -566467.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -566471.187500 Penalty: 2792.497559
	Iteration 40F: 3 clusters Score -566471.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -566477.062500 Penalty: 2792.497559
	Iteration 41Q: 3 clusters Score -566477.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -566485.062500 Penalty: 2792.497559
	Iteration 42Q: 3 clusters Score -566485.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -566490.500000 Penalty: 2792.497559
	Iteration 43Q: 3 clusters Score -566490.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -566493.937500 Penalty: 2792.497559
	Iteration 44Q: 3 clusters Score -566493.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -566495.937500 Penalty: 2792.497559
	Iteration 45Q: 3 clusters Score -566495.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -566498.125000 Penalty: 2792.497559
	Iteration 46Q: 3 clusters Score -566498.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -566501.062500 Penalty: 2792.497559
	Iteration 47Q: 3 clusters Score -566501.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -566505.375000 Penalty: 2792.497559
	Iteration 48Q: 3 clusters Score -566505.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -566507.562500 Penalty: 2792.497559
	Iteration 49Q: 3 clusters Score -566507.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -566510.687500 Penalty: 2792.497559
	Iteration 50Q: 3 clusters Score -566510.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -566511.875000 Penalty: 2792.497559
	Iteration 51Q: 3 clusters Score -566511.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -566515.750000 Penalty: 2792.497559
	Iteration 52Q: 3 clusters Score -566515.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -566519.187500 Penalty: 2792.497559
	Iteration 53Q: 3 clusters Score -566519.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -566521.625000 Penalty: 2792.497559
	Iteration 54Q: 3 clusters Score -566521.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -566522.375000 Penalty: 2792.497559
	Iteration 55Q: 3 clusters Score -566522.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -566522.375000 Penalty: 2792.497559
	Iteration 56Q: 3 clusters Score -566522.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -566524.875000 Penalty: 2792.497559
	Iteration 57Q: 3 clusters Score -566524.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -566525.000000 Penalty: 2792.497559
	Iteration 58Q: 3 clusters Score -566525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -566525.812500 Penalty: 2792.497559
	Iteration 59Q: 3 clusters Score -566525.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -566525.937500 Penalty: 2792.497559
	Iteration 60F: 3 clusters Score -566525.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -566530.125000 Penalty: 2792.497559
	Iteration 61Q: 3 clusters Score -566530.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -566533.937500 Penalty: 2792.497559
	Iteration 62Q: 3 clusters Score -566533.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -566537.000000 Penalty: 2792.497559
	Iteration 63Q: 3 clusters Score -566537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -566536.187500 Penalty: 2792.497559
	Iteration 64Q: 3 clusters Score -566536.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -566536.187500 Penalty: 2792.497559
	Iteration 65F: 3 clusters Score -566536.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -10542.351562 Penalty: 823.696960
	Iteration 0F: 2 clusters Score -10542.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9998.462891 Penalty: 1647.393921
	Iteration 0F: 3 clusters Score -9998.463 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10277.209961 Penalty: 1647.393921
	Iteration 1F: 3 clusters Score -10277.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10485.075195 Penalty: 1647.393921
	Iteration 2F: 3 clusters Score -10485.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10559.635742 Penalty: 1647.393921
	Iteration 3Q: 3 clusters Score -10559.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10594.438477 Penalty: 1647.393921
	Iteration 4Q: 3 clusters Score -10594.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10621.041016 Penalty: 1647.393921
	Iteration 5Q: 3 clusters Score -10621.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10644.637695 Penalty: 1647.393921
	Iteration 6Q: 3 clusters Score -10644.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10663.002930 Penalty: 1647.393921
	Iteration 7Q: 3 clusters Score -10663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10663.002930 Penalty: 1647.393921
	Iteration 8F: 3 clusters Score -10663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 24050 members 
Mstep: Class 5 contains 18812 members 
Mstep: Class 6 contains 15532 members 
Mstep: Class 7 contains 120976 members 
Mstep: Class 8 contains 41984 members 
Mstep: Class 9 contains 12061 members 
Mstep: Class 10 contains 172960 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 6825 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 19994 members 
Mstep: Class 19 contains 28244 members 
Mstep: Class 20 contains 26482 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 27379 members 
Mstep: Class 24 contains 1461 members 
Mstep: Class 25 contains 38854 members 
Mstep: Class 26 contains 10720 members 
Mstep: Class 27 contains 4596 members 
Mstep: Class 28 contains 5390 members 
Mstep: Class 29 contains 41 members 
Mstep: Class 30 contains 3408 members 
Mstep: Class 31 contains 5418 members 
Mstep: Class 32 contains 15679 members 
Mstep: Class 33 contains 333 members 
Mstep: Class 34 contains 118 members 
Entering Unmasked Estep 
Score: -65947304.000000 Penalty: 73876.734375
Splitting cluster 29 changes total score from -65948496.000000 to -65947304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (3408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Entering Unmasked Estep 
Score: -336900.187500 Penalty: 1321.755615
	Iteration 0F: 2 clusters Score -336900.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -333955.375000 Penalty: 2643.511230
	Iteration 0F: 3 clusters Score -333955.4 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -334708.968750 Penalty: 2643.511230
	Iteration 1F: 3 clusters Score -334709 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -335009.968750 Penalty: 2643.511230
	Iteration 2F: 3 clusters Score -335010 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -335331.531250 Penalty: 2643.511230
	Iteration 3F: 3 clusters Score -335331.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -335693.500000 Penalty: 2643.511230
	Iteration 4F: 3 clusters Score -335693.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -336061.593750 Penalty: 2643.511230
	Iteration 5F: 3 clusters Score -336061.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -336396.968750 Penalty: 2643.511230
	Iteration 6F: 3 clusters Score -336397 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -336745.843750 Penalty: 2643.511230
	Iteration 7F: 3 clusters Score -336745.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -337087.062500 Penalty: 2643.511230
	Iteration 8Q: 3 clusters Score -337087.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -337417.687500 Penalty: 2643.511230
	Iteration 9Q: 3 clusters Score -337417.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -337572.562500 Penalty: 2643.511230
	Iteration 10Q: 3 clusters Score -337572.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -337619.000000 Penalty: 2643.511230
	Iteration 11Q: 3 clusters Score -337619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -337642.312500 Penalty: 2643.511230
	Iteration 12Q: 3 clusters Score -337642.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -337653.375000 Penalty: 2643.511230
	Iteration 13Q: 3 clusters Score -337653.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -337665.031250 Penalty: 2643.511230
	Iteration 14Q: 3 clusters Score -337665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -337670.500000 Penalty: 2643.511230
	Iteration 15Q: 3 clusters Score -337670.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -337672.750000 Penalty: 2643.511230
	Iteration 16Q: 3 clusters Score -337672.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -337675.937500 Penalty: 2643.511230
	Iteration 17F: 3 clusters Score -337675.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -337677.875000 Penalty: 2643.511230
	Iteration 18Q: 3 clusters Score -337677.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -337679.093750 Penalty: 2643.511230
	Iteration 19Q: 3 clusters Score -337679.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -337685.000000 Penalty: 2643.511230
	Iteration 20F: 3 clusters Score -337685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -337689.093750 Penalty: 2643.511230
	Iteration 21Q: 3 clusters Score -337689.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -337690.250000 Penalty: 2643.511230
	Iteration 22Q: 3 clusters Score -337690.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -337692.437500 Penalty: 2643.511230
	Iteration 23Q: 3 clusters Score -337692.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -337693.250000 Penalty: 2643.511230
	Iteration 24Q: 3 clusters Score -337693.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -337693.843750 Penalty: 2643.511230
	Iteration 25Q: 3 clusters Score -337693.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -337693.843750 Penalty: 2643.511230
	Iteration 26F: 3 clusters Score -337693.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 24050 members 
Mstep: Class 5 contains 18812 members 
Mstep: Class 6 contains 15532 members 
Mstep: Class 7 contains 120976 members 
Mstep: Class 8 contains 41984 members 
Mstep: Class 9 contains 12061 members 
Mstep: Class 10 contains 172960 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 6825 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 19994 members 
Mstep: Class 19 contains 28244 members 
Mstep: Class 20 contains 26482 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 27379 members 
Mstep: Class 24 contains 1461 members 
Mstep: Class 25 contains 38854 members 
Mstep: Class 26 contains 10720 members 
Mstep: Class 27 contains 4596 members 
Mstep: Class 28 contains 5390 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1784 members 
Mstep: Class 31 contains 5418 members 
Mstep: Class 32 contains 15679 members 
Mstep: Class 33 contains 333 members 
Mstep: Class 34 contains 1624 members 
Entering Unmasked Estep 
Score: -65948488.000000 Penalty: 73876.734375
Splitting cluster 30 changes total score from -65948496.000000 to -65948488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (5418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Entering Unmasked Estep 
Score: -503549.125000 Penalty: 1397.090820
	Iteration 0F: 2 clusters Score -503549.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -499334.750000 Penalty: 2794.181641
	Iteration 0F: 3 clusters Score -499334.8 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -500647.468750 Penalty: 2794.181641
	Iteration 1F: 3 clusters Score -500647.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -500956.531250 Penalty: 2794.181641
	Iteration 2F: 3 clusters Score -500956.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -501217.593750 Penalty: 2794.181641
	Iteration 3F: 3 clusters Score -501217.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -501476.406250 Penalty: 2794.181641
	Iteration 4F: 3 clusters Score -501476.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -501728.687500 Penalty: 2794.181641
	Iteration 5F: 3 clusters Score -501728.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -501954.343750 Penalty: 2794.181641
	Iteration 6F: 3 clusters Score -501954.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -502134.875000 Penalty: 2794.181641
	Iteration 7Q: 3 clusters Score -502134.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -502252.781250 Penalty: 2794.181641
	Iteration 8Q: 3 clusters Score -502252.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -502345.093750 Penalty: 2794.181641
	Iteration 9Q: 3 clusters Score -502345.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -502413.625000 Penalty: 2794.181641
	Iteration 10Q: 3 clusters Score -502413.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -502456.968750 Penalty: 2794.181641
	Iteration 11Q: 3 clusters Score -502457 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -502493.312500 Penalty: 2794.181641
	Iteration 12Q: 3 clusters Score -502493.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -502527.156250 Penalty: 2794.181641
	Iteration 13Q: 3 clusters Score -502527.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -502552.812500 Penalty: 2794.181641
	Iteration 14Q: 3 clusters Score -502552.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -502571.312500 Penalty: 2794.181641
	Iteration 15Q: 3 clusters Score -502571.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -502582.281250 Penalty: 2794.181641
	Iteration 16Q: 3 clusters Score -502582.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -502589.500000 Penalty: 2794.181641
	Iteration 17Q: 3 clusters Score -502589.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -502594.281250 Penalty: 2794.181641
	Iteration 18Q: 3 clusters Score -502594.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -502599.468750 Penalty: 2794.181641
	Iteration 19Q: 3 clusters Score -502599.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -502601.781250 Penalty: 2794.181641
	Iteration 20F: 3 clusters Score -502601.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -502604.625000 Penalty: 2794.181641
	Iteration 21Q: 3 clusters Score -502604.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -502605.656250 Penalty: 2794.181641
	Iteration 22Q: 3 clusters Score -502605.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -502607.593750 Penalty: 2794.181641
	Iteration 23Q: 3 clusters Score -502607.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -502607.781250 Penalty: 2794.181641
	Iteration 24Q: 3 clusters Score -502607.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -502610.375000 Penalty: 2794.181641
	Iteration 25Q: 3 clusters Score -502610.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -502611.875000 Penalty: 2794.181641
	Iteration 26Q: 3 clusters Score -502611.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -502613.500000 Penalty: 2794.181641
	Iteration 27Q: 3 clusters Score -502613.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -502612.906250 Penalty: 2794.181641
	Iteration 28Q: 3 clusters Score -502612.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -502613.812500 Penalty: 2794.181641
	Iteration 29Q: 3 clusters Score -502613.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -502614.156250 Penalty: 2794.181641
	Iteration 30Q: 3 clusters Score -502614.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -502613.875000 Penalty: 2794.181641
	Iteration 31Q: 3 clusters Score -502613.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -502613.875000 Penalty: 2794.181641
	Iteration 32F: 3 clusters Score -502613.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (15679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Entering Unmasked Estep 
Score: -1676065.625000 Penalty: 1569.762573
	Iteration 0F: 2 clusters Score -1676066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1665143.875000 Penalty: 3139.525146
	Iteration 0F: 3 clusters Score -1665144 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1669102.000000 Penalty: 3139.525146
	Iteration 1F: 3 clusters Score -1669102 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1669447.125000 Penalty: 3139.525146
	Iteration 2F: 3 clusters Score -1669447 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1669763.500000 Penalty: 3139.525146
	Iteration 3Q: 3 clusters Score -1669764 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1670079.500000 Penalty: 3139.525146
	Iteration 4Q: 3 clusters Score -1670080 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1670447.125000 Penalty: 3139.525146
	Iteration 5Q: 3 clusters Score -1670447 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1670872.375000 Penalty: 3139.525146
	Iteration 6F: 3 clusters Score -1670872 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1671334.500000 Penalty: 3139.525146
	Iteration 7Q: 3 clusters Score -1671334 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1671880.625000 Penalty: 3139.525146
	Iteration 8F: 3 clusters Score -1671881 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1672456.625000 Penalty: 3139.525146
	Iteration 9Q: 3 clusters Score -1672457 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1673013.125000 Penalty: 3139.525146
	Iteration 10Q: 3 clusters Score -1673013 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1673486.750000 Penalty: 3139.525146
	Iteration 11Q: 3 clusters Score -1673487 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1673829.750000 Penalty: 3139.525146
	Iteration 12Q: 3 clusters Score -1673830 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1674092.750000 Penalty: 3139.525146
	Iteration 13Q: 3 clusters Score -1674093 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1674269.750000 Penalty: 3139.525146
	Iteration 14Q: 3 clusters Score -1674270 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1674432.375000 Penalty: 3139.525146
	Iteration 15Q: 3 clusters Score -1674432 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1674524.000000 Penalty: 3139.525146
	Iteration 16Q: 3 clusters Score -1674524 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1674590.625000 Penalty: 3139.525146
	Iteration 17Q: 3 clusters Score -1674591 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1674637.250000 Penalty: 3139.525146
	Iteration 18Q: 3 clusters Score -1674637 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1674682.375000 Penalty: 3139.525146
	Iteration 19Q: 3 clusters Score -1674682 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1674728.375000 Penalty: 3139.525146
	Iteration 20F: 3 clusters Score -1674728 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1674772.500000 Penalty: 3139.525146
	Iteration 21Q: 3 clusters Score -1674772 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1674823.500000 Penalty: 3139.525146
	Iteration 22Q: 3 clusters Score -1674824 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1674885.250000 Penalty: 3139.525146
	Iteration 23Q: 3 clusters Score -1674885 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1674967.125000 Penalty: 3139.525146
	Iteration 24Q: 3 clusters Score -1674967 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -1675058.125000 Penalty: 3139.525146
	Iteration 25Q: 3 clusters Score -1675058 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1675125.125000 Penalty: 3139.525146
	Iteration 26Q: 3 clusters Score -1675125 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1675162.375000 Penalty: 3139.525146
	Iteration 27Q: 3 clusters Score -1675162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -1675189.625000 Penalty: 3139.525146
	Iteration 28Q: 3 clusters Score -1675190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1675200.875000 Penalty: 3139.525146
	Iteration 29Q: 3 clusters Score -1675201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1675206.125000 Penalty: 3139.525146
	Iteration 30Q: 3 clusters Score -1675206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1675212.375000 Penalty: 3139.525146
	Iteration 31Q: 3 clusters Score -1675212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1675214.000000 Penalty: 3139.525146
	Iteration 32Q: 3 clusters Score -1675214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1675214.000000 Penalty: 3139.525146
	Iteration 33F: 3 clusters Score -1675214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -31704.447266 Penalty: 943.823181
	Iteration 0F: 2 clusters Score -31704.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30813.898438 Penalty: 1887.646362
	Iteration 0F: 3 clusters Score -30813.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30932.759766 Penalty: 1887.646362
	Iteration 1F: 3 clusters Score -30932.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30985.703125 Penalty: 1887.646362
	Iteration 2F: 3 clusters Score -30985.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31002.285156 Penalty: 1887.646362
	Iteration 3Q: 3 clusters Score -31002.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31037.126953 Penalty: 1887.646362
	Iteration 4Q: 3 clusters Score -31037.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31054.935547 Penalty: 1887.646362
	Iteration 5Q: 3 clusters Score -31054.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31070.910156 Penalty: 1887.646362
	Iteration 6Q: 3 clusters Score -31070.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31109.394531 Penalty: 1887.646362
	Iteration 7Q: 3 clusters Score -31109.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31118.345703 Penalty: 1887.646362
	Iteration 8Q: 3 clusters Score -31118.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31118.345703 Penalty: 1887.646362
	Iteration 9F: 3 clusters Score -31118.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 24050 members 
Mstep: Class 5 contains 18812 members 
Mstep: Class 6 contains 15532 members 
Mstep: Class 7 contains 120976 members 
Mstep: Class 8 contains 41984 members 
Mstep: Class 9 contains 12061 members 
Mstep: Class 10 contains 172960 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 6825 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 19994 members 
Mstep: Class 19 contains 28244 members 
Mstep: Class 20 contains 26482 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 27379 members 
Mstep: Class 24 contains 1461 members 
Mstep: Class 25 contains 38854 members 
Mstep: Class 26 contains 10720 members 
Mstep: Class 27 contains 4596 members 
Mstep: Class 28 contains 5390 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3408 members 
Mstep: Class 31 contains 5418 members 
Mstep: Class 32 contains 15679 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948552.000000 Penalty: 71703.882812
Iteration 199Q: 34 clusters Score -6.594855e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 24052 members 
Mstep: Class 5 contains 18809 members 
Mstep: Class 6 contains 15529 members 
Mstep: Class 7 contains 120976 members 
Mstep: Class 8 contains 41991 members 
Mstep: Class 9 contains 12073 members 
Mstep: Class 10 contains 172954 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4419 members 
Mstep: Class 13 contains 6822 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20024 members 
Mstep: Class 19 contains 28241 members 
Mstep: Class 20 contains 26541 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 27289 members 
Mstep: Class 24 contains 1460 members 
Mstep: Class 25 contains 38851 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 5389 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3414 members 
Mstep: Class 31 contains 5412 members 
Mstep: Class 32 contains 15685 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948692.000000 Penalty: 71703.882812
Iteration 200F: 34 clusters Score -6.594869e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18918 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 24053 members 
Mstep: Class 5 contains 18804 members 
Mstep: Class 6 contains 15519 members 
Mstep: Class 7 contains 120974 members 
Mstep: Class 8 contains 42005 members 
Mstep: Class 9 contains 12084 members 
Mstep: Class 10 contains 172950 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4418 members 
Mstep: Class 13 contains 6821 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20044 members 
Mstep: Class 19 contains 28237 members 
Mstep: Class 20 contains 26594 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 27204 members 
Mstep: Class 24 contains 1460 members 
Mstep: Class 25 contains 38852 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 4609 members 
Mstep: Class 28 contains 5388 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3416 members 
Mstep: Class 31 contains 5410 members 
Mstep: Class 32 contains 15689 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948624.000000 Penalty: 71703.882812
Iteration 201Q: 34 clusters Score -6.594862e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18918 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 24055 members 
Mstep: Class 5 contains 18805 members 
Mstep: Class 6 contains 15511 members 
Mstep: Class 7 contains 120977 members 
Mstep: Class 8 contains 42018 members 
Mstep: Class 9 contains 12093 members 
Mstep: Class 10 contains 172926 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4417 members 
Mstep: Class 13 contains 6819 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 20057 members 
Mstep: Class 19 contains 28232 members 
Mstep: Class 20 contains 26668 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 27124 members 
Mstep: Class 24 contains 1461 members 
Mstep: Class 25 contains 38853 members 
Mstep: Class 26 contains 10710 members 
Mstep: Class 27 contains 4614 members 
Mstep: Class 28 contains 5388 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3420 members 
Mstep: Class 31 contains 5409 members 
Mstep: Class 32 contains 15690 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948672.000000 Penalty: 71703.882812
Iteration 202Q: 34 clusters Score -6.594867e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 24055 members 
Mstep: Class 5 contains 18805 members 
Mstep: Class 6 contains 15502 members 
Mstep: Class 7 contains 120976 members 
Mstep: Class 8 contains 42024 members 
Mstep: Class 9 contains 12106 members 
Mstep: Class 10 contains 172903 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4417 members 
Mstep: Class 13 contains 6820 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 20070 members 
Mstep: Class 19 contains 28233 members 
Mstep: Class 20 contains 26735 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 27054 members 
Mstep: Class 24 contains 1461 members 
Mstep: Class 25 contains 38849 members 
Mstep: Class 26 contains 10710 members 
Mstep: Class 27 contains 4616 members 
Mstep: Class 28 contains 5387 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3425 members 
Mstep: Class 31 contains 5408 members 
Mstep: Class 32 contains 15692 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948692.000000 Penalty: 71703.882812
Iteration 203Q: 34 clusters Score -6.594869e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18916 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 24057 members 
Mstep: Class 5 contains 18804 members 
Mstep: Class 6 contains 15488 members 
Mstep: Class 7 contains 120977 members 
Mstep: Class 8 contains 42046 members 
Mstep: Class 9 contains 12120 members 
Mstep: Class 10 contains 172889 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4417 members 
Mstep: Class 13 contains 6819 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 20083 members 
Mstep: Class 19 contains 28233 members 
Mstep: Class 20 contains 26797 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 26971 members 
Mstep: Class 24 contains 1461 members 
Mstep: Class 25 contains 38847 members 
Mstep: Class 26 contains 10708 members 
Mstep: Class 27 contains 4618 members 
Mstep: Class 28 contains 5387 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3429 members 
Mstep: Class 31 contains 5407 members 
Mstep: Class 32 contains 15692 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948596.000000 Penalty: 71703.882812
Iteration 204Q: 34 clusters Score -6.59486e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18914 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 24059 members 
Mstep: Class 5 contains 18804 members 
Mstep: Class 6 contains 15477 members 
Mstep: Class 7 contains 120980 members 
Mstep: Class 8 contains 42061 members 
Mstep: Class 9 contains 12131 members 
Mstep: Class 10 contains 172892 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4417 members 
Mstep: Class 13 contains 6816 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 20094 members 
Mstep: Class 19 contains 28229 members 
Mstep: Class 20 contains 26856 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 26884 members 
Mstep: Class 24 contains 1461 members 
Mstep: Class 25 contains 38845 members 
Mstep: Class 26 contains 10705 members 
Mstep: Class 27 contains 4624 members 
Mstep: Class 28 contains 5387 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3432 members 
Mstep: Class 31 contains 5406 members 
Mstep: Class 32 contains 15692 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948592.000000 Penalty: 71703.882812
Iteration 205Q: 34 clusters Score -6.594859e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 24057 members 
Mstep: Class 5 contains 18803 members 
Mstep: Class 6 contains 15462 members 
Mstep: Class 7 contains 120983 members 
Mstep: Class 8 contains 42084 members 
Mstep: Class 9 contains 12144 members 
Mstep: Class 10 contains 172896 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4417 members 
Mstep: Class 13 contains 6812 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 20113 members 
Mstep: Class 19 contains 28223 members 
Mstep: Class 20 contains 26897 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 26796 members 
Mstep: Class 24 contains 1461 members 
Mstep: Class 25 contains 38850 members 
Mstep: Class 26 contains 10706 members 
Mstep: Class 27 contains 4626 members 
Mstep: Class 28 contains 5387 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3436 members 
Mstep: Class 31 contains 5407 members 
Mstep: Class 32 contains 15692 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948652.000000 Penalty: 71703.882812
Iteration 206Q: 34 clusters Score -6.594865e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18911 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 24054 members 
Mstep: Class 5 contains 18803 members 
Mstep: Class 6 contains 15447 members 
Mstep: Class 7 contains 120983 members 
Mstep: Class 8 contains 42098 members 
Mstep: Class 9 contains 12158 members 
Mstep: Class 10 contains 172918 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4417 members 
Mstep: Class 13 contains 6813 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 20115 members 
Mstep: Class 19 contains 28222 members 
Mstep: Class 20 contains 26941 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 26700 members 
Mstep: Class 24 contains 1461 members 
Mstep: Class 25 contains 38856 members 
Mstep: Class 26 contains 10707 members 
Mstep: Class 27 contains 4635 members 
Mstep: Class 28 contains 5388 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3440 members 
Mstep: Class 31 contains 5407 members 
Mstep: Class 32 contains 15692 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948652.000000 Penalty: 71703.882812
Iteration 207Q: 34 clusters Score -6.594865e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18910 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 24053 members 
Mstep: Class 5 contains 18797 members 
Mstep: Class 6 contains 15434 members 
Mstep: Class 7 contains 120979 members 
Mstep: Class 8 contains 42111 members 
Mstep: Class 9 contains 12176 members 
Mstep: Class 10 contains 172943 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4417 members 
Mstep: Class 13 contains 6812 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 20122 members 
Mstep: Class 19 contains 28220 members 
Mstep: Class 20 contains 26985 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 26608 members 
Mstep: Class 24 contains 1461 members 
Mstep: Class 25 contains 38861 members 
Mstep: Class 26 contains 10706 members 
Mstep: Class 27 contains 4636 members 
Mstep: Class 28 contains 5388 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3445 members 
Mstep: Class 31 contains 5407 members 
Mstep: Class 32 contains 15693 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948608.000000 Penalty: 71703.882812
Iteration 208Q: 34 clusters Score -6.594861e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18909 members 
Mstep: Class 3 contains 4581 members 
Mstep: Class 4 contains 24054 members 
Mstep: Class 5 contains 18796 members 
Mstep: Class 6 contains 15411 members 
Mstep: Class 7 contains 120974 members 
Mstep: Class 8 contains 42119 members 
Mstep: Class 9 contains 12197 members 
Mstep: Class 10 contains 172964 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4417 members 
Mstep: Class 13 contains 6813 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 20127 members 
Mstep: Class 19 contains 28219 members 
Mstep: Class 20 contains 27036 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 26524 members 
Mstep: Class 24 contains 1461 members 
Mstep: Class 25 contains 38864 members 
Mstep: Class 26 contains 10705 members 
Mstep: Class 27 contains 4641 members 
Mstep: Class 28 contains 5388 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3449 members 
Mstep: Class 31 contains 5405 members 
Mstep: Class 32 contains 15692 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948620.000000 Penalty: 71703.882812
Iteration 209Q: 34 clusters Score -6.594862e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18908 members 
Mstep: Class 3 contains 4581 members 
Mstep: Class 4 contains 24068 members 
Mstep: Class 5 contains 18790 members 
Mstep: Class 6 contains 15386 members 
Mstep: Class 7 contains 120972 members 
Mstep: Class 8 contains 42132 members 
Mstep: Class 9 contains 12218 members 
Mstep: Class 10 contains 173013 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4417 members 
Mstep: Class 13 contains 6812 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 20132 members 
Mstep: Class 19 contains 28218 members 
Mstep: Class 20 contains 27069 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 26421 members 
Mstep: Class 24 contains 1461 members 
Mstep: Class 25 contains 38867 members 
Mstep: Class 26 contains 10705 members 
Mstep: Class 27 contains 4642 members 
Mstep: Class 28 contains 5388 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3452 members 
Mstep: Class 31 contains 5404 members 
Mstep: Class 32 contains 15692 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948684.000000 Penalty: 71703.882812
Iteration 210Q: 34 clusters Score -6.594868e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18907 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 24074 members 
Mstep: Class 5 contains 18791 members 
Mstep: Class 6 contains 15368 members 
Mstep: Class 7 contains 120978 members 
Mstep: Class 8 contains 42146 members 
Mstep: Class 9 contains 12232 members 
Mstep: Class 10 contains 173064 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4417 members 
Mstep: Class 13 contains 6811 members 
Mstep: Class 14 contains 993 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 20132 members 
Mstep: Class 19 contains 28220 members 
Mstep: Class 20 contains 27108 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 26302 members 
Mstep: Class 24 contains 1461 members 
Mstep: Class 25 contains 38870 members 
Mstep: Class 26 contains 10707 members 
Mstep: Class 27 contains 4637 members 
Mstep: Class 28 contains 5387 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3461 members 
Mstep: Class 31 contains 5405 members 
Mstep: Class 32 contains 15692 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948752.000000 Penalty: 71703.882812
Iteration 211Q: 34 clusters Score -6.594875e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18907 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 24080 members 
Mstep: Class 5 contains 18793 members 
Mstep: Class 6 contains 15345 members 
Mstep: Class 7 contains 120979 members 
Mstep: Class 8 contains 42150 members 
Mstep: Class 9 contains 12247 members 
Mstep: Class 10 contains 173123 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4417 members 
Mstep: Class 13 contains 6808 members 
Mstep: Class 14 contains 993 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 20136 members 
Mstep: Class 19 contains 28220 members 
Mstep: Class 20 contains 27160 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 26183 members 
Mstep: Class 24 contains 1461 members 
Mstep: Class 25 contains 38872 members 
Mstep: Class 26 contains 10708 members 
Mstep: Class 27 contains 4630 members 
Mstep: Class 28 contains 5387 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3467 members 
Mstep: Class 31 contains 5406 members 
Mstep: Class 32 contains 15690 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948652.000000 Penalty: 71703.882812
Iteration 212Q: 34 clusters Score -6.594865e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18908 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 24080 members 
Mstep: Class 5 contains 18790 members 
Mstep: Class 6 contains 15324 members 
Mstep: Class 7 contains 120977 members 
Mstep: Class 8 contains 42163 members 
Mstep: Class 9 contains 12269 members 
Mstep: Class 10 contains 173176 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4417 members 
Mstep: Class 13 contains 6806 members 
Mstep: Class 14 contains 993 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1759 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 20147 members 
Mstep: Class 19 contains 28218 members 
Mstep: Class 20 contains 27202 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 26067 members 
Mstep: Class 24 contains 1459 members 
Mstep: Class 25 contains 38876 members 
Mstep: Class 26 contains 10706 members 
Mstep: Class 27 contains 4622 members 
Mstep: Class 28 contains 5387 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3481 members 
Mstep: Class 31 contains 5403 members 
Mstep: Class 32 contains 15689 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948600.000000 Penalty: 71703.882812
Iteration 213Q: 34 clusters Score -6.59486e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18907 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 24080 members 
Mstep: Class 5 contains 18792 members 
Mstep: Class 6 contains 15303 members 
Mstep: Class 7 contains 120974 members 
Mstep: Class 8 contains 42180 members 
Mstep: Class 9 contains 12290 members 
Mstep: Class 10 contains 173220 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4417 members 
Mstep: Class 13 contains 6806 members 
Mstep: Class 14 contains 992 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1761 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 20157 members 
Mstep: Class 19 contains 28215 members 
Mstep: Class 20 contains 27247 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 25951 members 
Mstep: Class 24 contains 1460 members 
Mstep: Class 25 contains 38883 members 
Mstep: Class 26 contains 10703 members 
Mstep: Class 27 contains 4609 members 
Mstep: Class 28 contains 5387 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3493 members 
Mstep: Class 31 contains 5406 members 
Mstep: Class 32 contains 15689 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948468.000000 Penalty: 71703.882812
Iteration 214Q: 34 clusters Score -6.594847e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18906 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 24084 members 
Mstep: Class 5 contains 18792 members 
Mstep: Class 6 contains 15273 members 
Mstep: Class 7 contains 120982 members 
Mstep: Class 8 contains 42175 members 
Mstep: Class 9 contains 12313 members 
Mstep: Class 10 contains 173287 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4417 members 
Mstep: Class 13 contains 6804 members 
Mstep: Class 14 contains 993 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1761 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 20160 members 
Mstep: Class 19 contains 28213 members 
Mstep: Class 20 contains 27290 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 25846 members 
Mstep: Class 24 contains 1458 members 
Mstep: Class 25 contains 38882 members 
Mstep: Class 26 contains 10700 members 
Mstep: Class 27 contains 4598 members 
Mstep: Class 28 contains 5385 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3505 members 
Mstep: Class 31 contains 5408 members 
Mstep: Class 32 contains 15690 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948496.000000 Penalty: 71703.882812
Iteration 215Q: 34 clusters Score -6.59485e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18906 members 
Mstep: Class 3 contains 4575 members 
Mstep: Class 4 contains 24095 members 
Mstep: Class 5 contains 18788 members 
Mstep: Class 6 contains 15232 members 
Mstep: Class 7 contains 120984 members 
Mstep: Class 8 contains 42170 members 
Mstep: Class 9 contains 12348 members 
Mstep: Class 10 contains 173374 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4417 members 
Mstep: Class 13 contains 6803 members 
Mstep: Class 14 contains 993 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20161 members 
Mstep: Class 19 contains 28216 members 
Mstep: Class 20 contains 27316 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 25734 members 
Mstep: Class 24 contains 1459 members 
Mstep: Class 25 contains 38883 members 
Mstep: Class 26 contains 10690 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 5384 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3514 members 
Mstep: Class 31 contains 5408 members 
Mstep: Class 32 contains 15690 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948388.000000 Penalty: 71703.882812
Iteration 216Q: 34 clusters Score -6.594839e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18908 members 
Mstep: Class 3 contains 4571 members 
Mstep: Class 4 contains 24096 members 
Mstep: Class 5 contains 18782 members 
Mstep: Class 6 contains 15203 members 
Mstep: Class 7 contains 120988 members 
Mstep: Class 8 contains 42169 members 
Mstep: Class 9 contains 12375 members 
Mstep: Class 10 contains 173472 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4417 members 
Mstep: Class 13 contains 6805 members 
Mstep: Class 14 contains 993 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20167 members 
Mstep: Class 19 contains 28212 members 
Mstep: Class 20 contains 27344 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 25618 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 38880 members 
Mstep: Class 26 contains 10679 members 
Mstep: Class 27 contains 4600 members 
Mstep: Class 28 contains 5384 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3524 members 
Mstep: Class 31 contains 5407 members 
Mstep: Class 32 contains 15690 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948468.000000 Penalty: 71703.882812
Iteration 217Q: 34 clusters Score -6.594847e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18912 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 24096 members 
Mstep: Class 5 contains 18782 members 
Mstep: Class 6 contains 15179 members 
Mstep: Class 7 contains 120989 members 
Mstep: Class 8 contains 42165 members 
Mstep: Class 9 contains 12397 members 
Mstep: Class 10 contains 173555 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4417 members 
Mstep: Class 13 contains 6805 members 
Mstep: Class 14 contains 993 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20175 members 
Mstep: Class 19 contains 28207 members 
Mstep: Class 20 contains 27381 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 25499 members 
Mstep: Class 24 contains 1454 members 
Mstep: Class 25 contains 38883 members 
Mstep: Class 26 contains 10668 members 
Mstep: Class 27 contains 4595 members 
Mstep: Class 28 contains 5384 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3544 members 
Mstep: Class 31 contains 5400 members 
Mstep: Class 32 contains 15692 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948524.000000 Penalty: 71703.882812
Iteration 218Q: 34 clusters Score -6.594852e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18912 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 24095 members 
Mstep: Class 5 contains 18780 members 
Mstep: Class 6 contains 15146 members 
Mstep: Class 7 contains 120992 members 
Mstep: Class 8 contains 42184 members 
Mstep: Class 9 contains 12422 members 
Mstep: Class 10 contains 173619 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4417 members 
Mstep: Class 13 contains 6805 members 
Mstep: Class 14 contains 993 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20180 members 
Mstep: Class 19 contains 28206 members 
Mstep: Class 20 contains 27414 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 25378 members 
Mstep: Class 24 contains 1453 members 
Mstep: Class 25 contains 38883 members 
Mstep: Class 26 contains 10655 members 
Mstep: Class 27 contains 4593 members 
Mstep: Class 28 contains 5384 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3560 members 
Mstep: Class 31 contains 5403 members 
Mstep: Class 32 contains 15696 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948372.000000 Penalty: 71703.882812
Iteration 219Q: 34 clusters Score -6.594837e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18914 members 
Mstep: Class 3 contains 4568 members 
Mstep: Class 4 contains 24103 members 
Mstep: Class 5 contains 18779 members 
Mstep: Class 6 contains 15120 members 
Mstep: Class 7 contains 120994 members 
Mstep: Class 8 contains 42204 members 
Mstep: Class 9 contains 12436 members 
Mstep: Class 10 contains 173679 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4417 members 
Mstep: Class 13 contains 6804 members 
Mstep: Class 14 contains 993 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20184 members 
Mstep: Class 19 contains 28204 members 
Mstep: Class 20 contains 27463 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 25240 members 
Mstep: Class 24 contains 1452 members 
Mstep: Class 25 contains 38886 members 
Mstep: Class 26 contains 10650 members 
Mstep: Class 27 contains 4593 members 
Mstep: Class 28 contains 5384 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3573 members 
Mstep: Class 31 contains 5401 members 
Mstep: Class 32 contains 15699 members 
Mstep: Class 33 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948332.000000 Penalty: 71703.882812
Iteration 220F: 34 clusters Score -6.594833e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4568 members 
Mstep: Class 4 contains 24098 members 
Mstep: Class 5 contains 18780 members 
Mstep: Class 6 contains 15097 members 
Mstep: Class 7 contains 120994 members 
Mstep: Class 8 contains 42224 members 
Mstep: Class 9 contains 12448 members 
Mstep: Class 10 contains 173738 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4417 members 
Mstep: Class 13 contains 6801 members 
Mstep: Class 14 contains 993 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 20199 members 
Mstep: Class 19 contains 28204 members 
Mstep: Class 20 contains 27526 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 25111 members 
Mstep: Class 24 contains 1452 members 
Mstep: Class 25 contains 38883 members 
Mstep: Class 26 contains 10645 members 
Mstep: Class 27 contains 4586 members 
Mstep: Class 28 contains 5383 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3582 members 
Mstep: Class 31 contains 5400 members 
Mstep: Class 32 contains 15698 members 
Mstep: Class 33 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948212.000000 Penalty: 71703.882812
Iteration 221Q: 34 clusters Score -6.594821e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4566 members 
Mstep: Class 4 contains 24100 members 
Mstep: Class 5 contains 18783 members 
Mstep: Class 6 contains 15084 members 
Mstep: Class 7 contains 120991 members 
Mstep: Class 8 contains 42252 members 
Mstep: Class 9 contains 12459 members 
Mstep: Class 10 contains 173813 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4417 members 
Mstep: Class 13 contains 6799 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1759 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 20212 members 
Mstep: Class 19 contains 28200 members 
Mstep: Class 20 contains 27579 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 24951 members 
Mstep: Class 24 contains 1452 members 
Mstep: Class 25 contains 38882 members 
Mstep: Class 26 contains 10629 members 
Mstep: Class 27 contains 4593 members 
Mstep: Class 28 contains 5383 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3587 members 
Mstep: Class 31 contains 5402 members 
Mstep: Class 32 contains 15700 members 
Mstep: Class 33 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948392.000000 Penalty: 71703.882812
Iteration 222Q: 34 clusters Score -6.594839e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18914 members 
Mstep: Class 3 contains 4564 members 
Mstep: Class 4 contains 24102 members 
Mstep: Class 5 contains 18778 members 
Mstep: Class 6 contains 15073 members 
Mstep: Class 7 contains 121001 members 
Mstep: Class 8 contains 42254 members 
Mstep: Class 9 contains 12475 members 
Mstep: Class 10 contains 173877 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4417 members 
Mstep: Class 13 contains 6797 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1760 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 20221 members 
Mstep: Class 19 contains 28200 members 
Mstep: Class 20 contains 27622 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 24820 members 
Mstep: Class 24 contains 1452 members 
Mstep: Class 25 contains 38877 members 
Mstep: Class 26 contains 10617 members 
Mstep: Class 27 contains 4603 members 
Mstep: Class 28 contains 5383 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3594 members 
Mstep: Class 31 contains 5401 members 
Mstep: Class 32 contains 15704 members 
Mstep: Class 33 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948508.000000 Penalty: 71703.882812
Iteration 223Q: 34 clusters Score -6.594851e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18912 members 
Mstep: Class 3 contains 4564 members 
Mstep: Class 4 contains 24102 members 
Mstep: Class 5 contains 18771 members 
Mstep: Class 6 contains 15060 members 
Mstep: Class 7 contains 121006 members 
Mstep: Class 8 contains 42251 members 
Mstep: Class 9 contains 12494 members 
Mstep: Class 10 contains 173950 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4418 members 
Mstep: Class 13 contains 6795 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1762 members 
Mstep: Class 17 contains 2037 members 
Mstep: Class 18 contains 20233 members 
Mstep: Class 19 contains 28198 members 
Mstep: Class 20 contains 27670 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 24686 members 
Mstep: Class 24 contains 1451 members 
Mstep: Class 25 contains 38880 members 
Mstep: Class 26 contains 10606 members 
Mstep: Class 27 contains 4607 members 
Mstep: Class 28 contains 5382 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3597 members 
Mstep: Class 31 contains 5403 members 
Mstep: Class 32 contains 15707 members 
Mstep: Class 33 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948468.000000 Penalty: 71703.882812
Iteration 224Q: 34 clusters Score -6.594847e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18912 members 
Mstep: Class 3 contains 4564 members 
Mstep: Class 4 contains 24104 members 
Mstep: Class 5 contains 18767 members 
Mstep: Class 6 contains 15050 members 
Mstep: Class 7 contains 121011 members 
Mstep: Class 8 contains 42276 members 
Mstep: Class 9 contains 12506 members 
Mstep: Class 10 contains 174022 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6789 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1760 members 
Mstep: Class 17 contains 2035 members 
Mstep: Class 18 contains 20250 members 
Mstep: Class 19 contains 28196 members 
Mstep: Class 20 contains 27731 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 24530 members 
Mstep: Class 24 contains 1450 members 
Mstep: Class 25 contains 38880 members 
Mstep: Class 26 contains 10585 members 
Mstep: Class 27 contains 4614 members 
Mstep: Class 28 contains 5382 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3600 members 
Mstep: Class 31 contains 5401 members 
Mstep: Class 32 contains 15707 members 
Mstep: Class 33 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948472.000000 Penalty: 71703.882812
Iteration 225Q: 34 clusters Score -6.594847e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18911 members 
Mstep: Class 3 contains 4564 members 
Mstep: Class 4 contains 24113 members 
Mstep: Class 5 contains 18763 members 
Mstep: Class 6 contains 15037 members 
Mstep: Class 7 contains 121017 members 
Mstep: Class 8 contains 42298 members 
Mstep: Class 9 contains 12514 members 
Mstep: Class 10 contains 174085 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6786 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2034 members 
Mstep: Class 18 contains 20266 members 
Mstep: Class 19 contains 28191 members 
Mstep: Class 20 contains 27796 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 24369 members 
Mstep: Class 24 contains 1450 members 
Mstep: Class 25 contains 38883 members 
Mstep: Class 26 contains 10576 members 
Mstep: Class 27 contains 4620 members 
Mstep: Class 28 contains 5380 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3603 members 
Mstep: Class 31 contains 5400 members 
Mstep: Class 32 contains 15708 members 
Mstep: Class 33 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948388.000000 Penalty: 71703.882812
Iteration 226Q: 34 clusters Score -6.594839e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18911 members 
Mstep: Class 3 contains 4564 members 
Mstep: Class 4 contains 24118 members 
Mstep: Class 5 contains 18758 members 
Mstep: Class 6 contains 15026 members 
Mstep: Class 7 contains 121023 members 
Mstep: Class 8 contains 42318 members 
Mstep: Class 9 contains 12519 members 
Mstep: Class 10 contains 174154 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2034 members 
Mstep: Class 18 contains 20284 members 
Mstep: Class 19 contains 28187 members 
Mstep: Class 20 contains 27852 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 24221 members 
Mstep: Class 24 contains 1449 members 
Mstep: Class 25 contains 38879 members 
Mstep: Class 26 contains 10563 members 
Mstep: Class 27 contains 4627 members 
Mstep: Class 28 contains 5379 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3607 members 
Mstep: Class 31 contains 5397 members 
Mstep: Class 32 contains 15710 members 
Mstep: Class 33 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948280.000000 Penalty: 71703.882812
Iteration 227Q: 34 clusters Score -6.594828e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18912 members 
Mstep: Class 3 contains 4563 members 
Mstep: Class 4 contains 24127 members 
Mstep: Class 5 contains 18759 members 
Mstep: Class 6 contains 15016 members 
Mstep: Class 7 contains 121024 members 
Mstep: Class 8 contains 42331 members 
Mstep: Class 9 contains 12521 members 
Mstep: Class 10 contains 174218 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6783 members 
Mstep: Class 14 contains 996 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2034 members 
Mstep: Class 18 contains 20294 members 
Mstep: Class 19 contains 28186 members 
Mstep: Class 20 contains 27909 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 24071 members 
Mstep: Class 24 contains 1449 members 
Mstep: Class 25 contains 38886 members 
Mstep: Class 26 contains 10557 members 
Mstep: Class 27 contains 4636 members 
Mstep: Class 28 contains 5376 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3610 members 
Mstep: Class 31 contains 5390 members 
Mstep: Class 32 contains 15712 members 
Mstep: Class 33 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948252.000000 Penalty: 71703.882812
Iteration 228Q: 34 clusters Score -6.594825e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4563 members 
Mstep: Class 4 contains 24136 members 
Mstep: Class 5 contains 18758 members 
Mstep: Class 6 contains 15004 members 
Mstep: Class 7 contains 121027 members 
Mstep: Class 8 contains 42349 members 
Mstep: Class 9 contains 12524 members 
Mstep: Class 10 contains 174308 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6784 members 
Mstep: Class 14 contains 996 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2034 members 
Mstep: Class 18 contains 20303 members 
Mstep: Class 19 contains 28184 members 
Mstep: Class 20 contains 27950 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 23910 members 
Mstep: Class 24 contains 1450 members 
Mstep: Class 25 contains 38884 members 
Mstep: Class 26 contains 10552 members 
Mstep: Class 27 contains 4645 members 
Mstep: Class 28 contains 5375 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3612 members 
Mstep: Class 31 contains 5387 members 
Mstep: Class 32 contains 15711 members 
Mstep: Class 33 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948160.000000 Penalty: 71703.882812
Iteration 229Q: 34 clusters Score -6.594816e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18915 members 
Mstep: Class 3 contains 4563 members 
Mstep: Class 4 contains 24151 members 
Mstep: Class 5 contains 18759 members 
Mstep: Class 6 contains 14995 members 
Mstep: Class 7 contains 121028 members 
Mstep: Class 8 contains 42364 members 
Mstep: Class 9 contains 12525 members 
Mstep: Class 10 contains 174352 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6783 members 
Mstep: Class 14 contains 996 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 2034 members 
Mstep: Class 18 contains 20305 members 
Mstep: Class 19 contains 28182 members 
Mstep: Class 20 contains 28005 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 23780 members 
Mstep: Class 24 contains 1449 members 
Mstep: Class 25 contains 38883 members 
Mstep: Class 26 contains 10543 members 
Mstep: Class 27 contains 4653 members 
Mstep: Class 28 contains 5375 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3616 members 
Mstep: Class 31 contains 5390 members 
Mstep: Class 32 contains 15713 members 
Mstep: Class 33 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948112.000000 Penalty: 71703.882812
Iteration 230Q: 34 clusters Score -6.594811e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18916 members 
Mstep: Class 3 contains 4563 members 
Mstep: Class 4 contains 24159 members 
Mstep: Class 5 contains 18759 members 
Mstep: Class 6 contains 14989 members 
Mstep: Class 7 contains 121031 members 
Mstep: Class 8 contains 42376 members 
Mstep: Class 9 contains 12527 members 
Mstep: Class 10 contains 174397 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4420 members 
Mstep: Class 13 contains 6784 members 
Mstep: Class 14 contains 996 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2034 members 
Mstep: Class 18 contains 20301 members 
Mstep: Class 19 contains 28181 members 
Mstep: Class 20 contains 28067 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 23655 members 
Mstep: Class 24 contains 1449 members 
Mstep: Class 25 contains 38880 members 
Mstep: Class 26 contains 10539 members 
Mstep: Class 27 contains 4665 members 
Mstep: Class 28 contains 5375 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3619 members 
Mstep: Class 31 contains 5385 members 
Mstep: Class 32 contains 15715 members 
Mstep: Class 33 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948116.000000 Penalty: 71703.882812
Iteration 231Q: 34 clusters Score -6.594812e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18918 members 
Mstep: Class 3 contains 4562 members 
Mstep: Class 4 contains 24169 members 
Mstep: Class 5 contains 18759 members 
Mstep: Class 6 contains 14989 members 
Mstep: Class 7 contains 121027 members 
Mstep: Class 8 contains 42390 members 
Mstep: Class 9 contains 12525 members 
Mstep: Class 10 contains 174441 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4420 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 996 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 2034 members 
Mstep: Class 18 contains 20292 members 
Mstep: Class 19 contains 28179 members 
Mstep: Class 20 contains 28122 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1008 members 
Mstep: Class 23 contains 23534 members 
Mstep: Class 24 contains 1447 members 
Mstep: Class 25 contains 38882 members 
Mstep: Class 26 contains 10532 members 
Mstep: Class 27 contains 4681 members 
Mstep: Class 28 contains 5375 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3624 members 
Mstep: Class 31 contains 5384 members 
Mstep: Class 32 contains 15716 members 
Mstep: Class 33 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948168.000000 Penalty: 71703.882812
Iteration 232Q: 34 clusters Score -6.594817e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18916 members 
Mstep: Class 3 contains 4559 members 
Mstep: Class 4 contains 24175 members 
Mstep: Class 5 contains 18758 members 
Mstep: Class 6 contains 14984 members 
Mstep: Class 7 contains 121031 members 
Mstep: Class 8 contains 42417 members 
Mstep: Class 9 contains 12528 members 
Mstep: Class 10 contains 174497 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4420 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 996 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2034 members 
Mstep: Class 18 contains 20299 members 
Mstep: Class 19 contains 28176 members 
Mstep: Class 20 contains 28182 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1008 members 
Mstep: Class 23 contains 23390 members 
Mstep: Class 24 contains 1447 members 
Mstep: Class 25 contains 38879 members 
Mstep: Class 26 contains 10525 members 
Mstep: Class 27 contains 4686 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3628 members 
Mstep: Class 31 contains 5383 members 
Mstep: Class 32 contains 15717 members 
Mstep: Class 33 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948112.000000 Penalty: 71703.882812
Iteration 233Q: 34 clusters Score -6.594811e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18915 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 24187 members 
Mstep: Class 5 contains 18757 members 
Mstep: Class 6 contains 14983 members 
Mstep: Class 7 contains 121035 members 
Mstep: Class 8 contains 42435 members 
Mstep: Class 9 contains 12532 members 
Mstep: Class 10 contains 174569 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4420 members 
Mstep: Class 13 contains 6778 members 
Mstep: Class 14 contains 996 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2035 members 
Mstep: Class 18 contains 20301 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 28236 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1008 members 
Mstep: Class 23 contains 23232 members 
Mstep: Class 24 contains 1447 members 
Mstep: Class 25 contains 38875 members 
Mstep: Class 26 contains 10519 members 
Mstep: Class 27 contains 4693 members 
Mstep: Class 28 contains 5375 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3629 members 
Mstep: Class 31 contains 5382 members 
Mstep: Class 32 contains 15717 members 
Mstep: Class 33 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65947992.000000 Penalty: 71703.882812
Iteration 234Q: 34 clusters Score -6.594799e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 24195 members 
Mstep: Class 5 contains 18757 members 
Mstep: Class 6 contains 14983 members 
Mstep: Class 7 contains 121032 members 
Mstep: Class 8 contains 42447 members 
Mstep: Class 9 contains 12532 members 
Mstep: Class 10 contains 174628 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4420 members 
Mstep: Class 13 contains 6775 members 
Mstep: Class 14 contains 996 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1753 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 20303 members 
Mstep: Class 19 contains 28178 members 
Mstep: Class 20 contains 28305 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1008 members 
Mstep: Class 23 contains 23082 members 
Mstep: Class 24 contains 1446 members 
Mstep: Class 25 contains 38878 members 
Mstep: Class 26 contains 10509 members 
Mstep: Class 27 contains 4700 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3631 members 
Mstep: Class 31 contains 5383 members 
Mstep: Class 32 contains 15722 members 
Mstep: Class 33 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948012.000000 Penalty: 71703.882812
Iteration 235Q: 34 clusters Score -6.594801e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 24202 members 
Mstep: Class 5 contains 18758 members 
Mstep: Class 6 contains 14983 members 
Mstep: Class 7 contains 121033 members 
Mstep: Class 8 contains 42454 members 
Mstep: Class 9 contains 12532 members 
Mstep: Class 10 contains 174643 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4420 members 
Mstep: Class 13 contains 6776 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1753 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 20301 members 
Mstep: Class 19 contains 28178 members 
Mstep: Class 20 contains 28387 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1008 members 
Mstep: Class 23 contains 22964 members 
Mstep: Class 24 contains 1445 members 
Mstep: Class 25 contains 38878 members 
Mstep: Class 26 contains 10503 members 
Mstep: Class 27 contains 4704 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3633 members 
Mstep: Class 31 contains 5389 members 
Mstep: Class 32 contains 15724 members 
Mstep: Class 33 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948068.000000 Penalty: 71703.882812
Iteration 236Q: 34 clusters Score -6.594807e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18915 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 24213 members 
Mstep: Class 5 contains 18755 members 
Mstep: Class 6 contains 14983 members 
Mstep: Class 7 contains 121034 members 
Mstep: Class 8 contains 42459 members 
Mstep: Class 9 contains 12533 members 
Mstep: Class 10 contains 174669 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4420 members 
Mstep: Class 13 contains 6777 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1752 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 20299 members 
Mstep: Class 19 contains 28176 members 
Mstep: Class 20 contains 28462 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 22846 members 
Mstep: Class 24 contains 1445 members 
Mstep: Class 25 contains 38879 members 
Mstep: Class 26 contains 10497 members 
Mstep: Class 27 contains 4710 members 
Mstep: Class 28 contains 5372 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3637 members 
Mstep: Class 31 contains 5386 members 
Mstep: Class 32 contains 15726 members 
Mstep: Class 33 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65947996.000000 Penalty: 71703.882812
Iteration 237Q: 34 clusters Score -6.5948e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4557 members 
Mstep: Class 4 contains 24223 members 
Mstep: Class 5 contains 18755 members 
Mstep: Class 6 contains 14983 members 
Mstep: Class 7 contains 121039 members 
Mstep: Class 8 contains 42458 members 
Mstep: Class 9 contains 12534 members 
Mstep: Class 10 contains 174689 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4420 members 
Mstep: Class 13 contains 6777 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1751 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 20306 members 
Mstep: Class 19 contains 28174 members 
Mstep: Class 20 contains 28526 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 22735 members 
Mstep: Class 24 contains 1445 members 
Mstep: Class 25 contains 38888 members 
Mstep: Class 26 contains 10489 members 
Mstep: Class 27 contains 4719 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3638 members 
Mstep: Class 31 contains 5384 members 
Mstep: Class 32 contains 15727 members 
Mstep: Class 33 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948052.000000 Penalty: 71703.882812
Iteration 238Q: 34 clusters Score -6.594805e+07 nChanged 360
Entering ConstructFrom: 
Score: -65948052.000000 Penalty: 71703.882812
Entering ConstructFrom: 
Trying to split cluster 1 (1152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Entering Unmasked Estep 
Score: -108837.765625 Penalty: 1145.503906
	Iteration 0F: 2 clusters Score -108837.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -107368.257812 Penalty: 2291.007812
	Iteration 0F: 3 clusters Score -107368.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -107739.312500 Penalty: 2291.007812
	Iteration 1F: 3 clusters Score -107739.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -107959.132812 Penalty: 2291.007812
	Iteration 2F: 3 clusters Score -107959.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -108122.140625 Penalty: 2291.007812
	Iteration 3F: 3 clusters Score -108122.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -108310.945312 Penalty: 2291.007812
	Iteration 4F: 3 clusters Score -108310.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -108507.695312 Penalty: 2291.007812
	Iteration 5F: 3 clusters Score -108507.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -108690.601562 Penalty: 2291.007812
	Iteration 6F: 3 clusters Score -108690.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -108859.546875 Penalty: 2291.007812
	Iteration 7Q: 3 clusters Score -108859.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -108955.468750 Penalty: 2291.007812
	Iteration 8Q: 3 clusters Score -108955.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -109024.796875 Penalty: 2291.007812
	Iteration 9Q: 3 clusters Score -109024.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -109055.906250 Penalty: 2291.007812
	Iteration 10Q: 3 clusters Score -109055.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -109070.437500 Penalty: 2291.007812
	Iteration 11Q: 3 clusters Score -109070.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -109085.132812 Penalty: 2291.007812
	Iteration 12Q: 3 clusters Score -109085.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -109090.171875 Penalty: 2291.007812
	Iteration 13Q: 3 clusters Score -109090.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -109091.187500 Penalty: 2291.007812
	Iteration 14Q: 3 clusters Score -109091.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -109091.187500 Penalty: 2291.007812
	Iteration 15F: 3 clusters Score -109091.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 18910 members 
Mstep: Class 3 contains 4557 members 
Mstep: Class 4 contains 24231 members 
Mstep: Class 5 contains 18755 members 
Mstep: Class 6 contains 14984 members 
Mstep: Class 7 contains 121040 members 
Mstep: Class 8 contains 42469 members 
Mstep: Class 9 contains 12536 members 
Mstep: Class 10 contains 174688 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4420 members 
Mstep: Class 13 contains 6775 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1749 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 20304 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 28621 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 22618 members 
Mstep: Class 24 contains 1445 members 
Mstep: Class 25 contains 38892 members 
Mstep: Class 26 contains 10481 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 5372 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3640 members 
Mstep: Class 31 contains 5382 members 
Mstep: Class 32 contains 15730 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
Score: -65947216.000000 Penalty: 73876.734375
Splitting cluster 1 changes total score from -65948052.000000 to -65947216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (18910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Entering Unmasked Estep 
Score: -1992918.000000 Penalty: 1600.210083
	Iteration 0F: 2 clusters Score -1992918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1979979.000000 Penalty: 3200.420166
	Iteration 0F: 3 clusters Score -1979979 nChanged 8532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1984620.000000 Penalty: 3200.420166
	Iteration 1F: 3 clusters Score -1984620 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1985056.000000 Penalty: 3200.420166
	Iteration 2F: 3 clusters Score -1985056 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1985580.000000 Penalty: 3200.420166
	Iteration 3F: 3 clusters Score -1985580 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1986278.625000 Penalty: 3200.420166
	Iteration 4F: 3 clusters Score -1986279 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1987108.375000 Penalty: 3200.420166
	Iteration 5F: 3 clusters Score -1987108 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1987941.875000 Penalty: 3200.420166
	Iteration 6F: 3 clusters Score -1987942 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1988757.125000 Penalty: 3200.420166
	Iteration 7F: 3 clusters Score -1988757 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1989603.750000 Penalty: 3200.420166
	Iteration 8F: 3 clusters Score -1989604 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1990444.000000 Penalty: 3200.420166
	Iteration 9F: 3 clusters Score -1990444 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1991151.625000 Penalty: 3200.420166
	Iteration 10Q: 3 clusters Score -1991152 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1991540.375000 Penalty: 3200.420166
	Iteration 11Q: 3 clusters Score -1991540 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1991753.000000 Penalty: 3200.420166
	Iteration 12Q: 3 clusters Score -1991753 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1991890.875000 Penalty: 3200.420166
	Iteration 13Q: 3 clusters Score -1991891 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1991996.375000 Penalty: 3200.420166
	Iteration 14Q: 3 clusters Score -1991996 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1992044.500000 Penalty: 3200.420166
	Iteration 15Q: 3 clusters Score -1992044 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1992084.125000 Penalty: 3200.420166
	Iteration 16Q: 3 clusters Score -1992084 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1992109.875000 Penalty: 3200.420166
	Iteration 17Q: 3 clusters Score -1992110 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1992128.750000 Penalty: 3200.420166
	Iteration 18Q: 3 clusters Score -1992129 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1992136.375000 Penalty: 3200.420166
	Iteration 19Q: 3 clusters Score -1992136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1992141.375000 Penalty: 3200.420166
	Iteration 20F: 3 clusters Score -1992141 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1992146.250000 Penalty: 3200.420166
	Iteration 21Q: 3 clusters Score -1992146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1992148.125000 Penalty: 3200.420166
	Iteration 22Q: 3 clusters Score -1992148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1992150.625000 Penalty: 3200.420166
	Iteration 23Q: 3 clusters Score -1992151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1992156.875000 Penalty: 3200.420166
	Iteration 24Q: 3 clusters Score -1992157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1992156.750000 Penalty: 3200.420166
	Iteration 25Q: 3 clusters Score -1992157 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1992163.750000 Penalty: 3200.420166
	Iteration 26Q: 3 clusters Score -1992164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1992162.125000 Penalty: 3200.420166
	Iteration 27Q: 3 clusters Score -1992162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1992167.250000 Penalty: 3200.420166
	Iteration 28Q: 3 clusters Score -1992167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1992170.375000 Penalty: 3200.420166
	Iteration 29Q: 3 clusters Score -1992170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1992173.625000 Penalty: 3200.420166
	Iteration 30Q: 3 clusters Score -1992174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1992178.000000 Penalty: 3200.420166
	Iteration 31Q: 3 clusters Score -1992178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1992177.750000 Penalty: 3200.420166
	Iteration 32Q: 3 clusters Score -1992178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1992181.750000 Penalty: 3200.420166
	Iteration 33Q: 3 clusters Score -1992182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1992186.000000 Penalty: 3200.420166
	Iteration 34Q: 3 clusters Score -1992186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1992187.250000 Penalty: 3200.420166
	Iteration 35Q: 3 clusters Score -1992187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1992187.000000 Penalty: 3200.420166
	Iteration 36Q: 3 clusters Score -1992187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1992189.250000 Penalty: 3200.420166
	Iteration 37Q: 3 clusters Score -1992189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1992192.500000 Penalty: 3200.420166
	Iteration 38Q: 3 clusters Score -1992192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1992198.125000 Penalty: 3200.420166
	Iteration 39Q: 3 clusters Score -1992198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1992201.250000 Penalty: 3200.420166
	Iteration 40F: 3 clusters Score -1992201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1992201.875000 Penalty: 3200.420166
	Iteration 41Q: 3 clusters Score -1992202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -1992198.250000 Penalty: 3200.420166
	Iteration 42Q: 3 clusters Score -1992198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1992199.000000 Penalty: 3200.420166
	Iteration 43Q: 3 clusters Score -1992199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1992198.250000 Penalty: 3200.420166
	Iteration 44Q: 3 clusters Score -1992198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1992198.250000 Penalty: 3200.420166
	Iteration 45Q: 3 clusters Score -1992198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1992198.000000 Penalty: 3200.420166
	Iteration 46Q: 3 clusters Score -1992198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1992197.875000 Penalty: 3200.420166
	Iteration 47Q: 3 clusters Score -1992198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1992199.375000 Penalty: 3200.420166
	Iteration 48Q: 3 clusters Score -1992199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1992200.500000 Penalty: 3200.420166
	Iteration 49Q: 3 clusters Score -1992200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1992198.875000 Penalty: 3200.420166
	Iteration 50Q: 3 clusters Score -1992199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1992202.875000 Penalty: 3200.420166
	Iteration 51Q: 3 clusters Score -1992203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1992201.375000 Penalty: 3200.420166
	Iteration 52Q: 3 clusters Score -1992201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1992201.125000 Penalty: 3200.420166
	Iteration 53Q: 3 clusters Score -1992201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1992206.500000 Penalty: 3200.420166
	Iteration 54Q: 3 clusters Score -1992206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1992209.250000 Penalty: 3200.420166
	Iteration 55Q: 3 clusters Score -1992209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1992212.500000 Penalty: 3200.420166
	Iteration 56Q: 3 clusters Score -1992212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1992213.750000 Penalty: 3200.420166
	Iteration 57Q: 3 clusters Score -1992214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -1992212.625000 Penalty: 3200.420166
	Iteration 58Q: 3 clusters Score -1992213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1992215.375000 Penalty: 3200.420166
	Iteration 59Q: 3 clusters Score -1992215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -1992222.375000 Penalty: 3200.420166
	Iteration 60F: 3 clusters Score -1992222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -1992223.375000 Penalty: 3200.420166
	Iteration 61Q: 3 clusters Score -1992223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1992229.500000 Penalty: 3200.420166
	Iteration 62Q: 3 clusters Score -1992230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1992227.125000 Penalty: 3200.420166
	Iteration 63Q: 3 clusters Score -1992227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1992229.375000 Penalty: 3200.420166
	Iteration 64Q: 3 clusters Score -1992229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1992228.250000 Penalty: 3200.420166
	Iteration 65Q: 3 clusters Score -1992228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -1992229.125000 Penalty: 3200.420166
	Iteration 66Q: 3 clusters Score -1992229 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1992237.500000 Penalty: 3200.420166
	Iteration 67Q: 3 clusters Score -1992238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1992243.500000 Penalty: 3200.420166
	Iteration 68Q: 3 clusters Score -1992244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -1992249.375000 Penalty: 3200.420166
	Iteration 69Q: 3 clusters Score -1992249 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1992249.250000 Penalty: 3200.420166
	Iteration 70Q: 3 clusters Score -1992249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -1992255.500000 Penalty: 3200.420166
	Iteration 71Q: 3 clusters Score -1992256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1992259.375000 Penalty: 3200.420166
	Iteration 72Q: 3 clusters Score -1992259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1992259.625000 Penalty: 3200.420166
	Iteration 73Q: 3 clusters Score -1992260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1992263.625000 Penalty: 3200.420166
	Iteration 74Q: 3 clusters Score -1992264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -1992264.750000 Penalty: 3200.420166
	Iteration 75Q: 3 clusters Score -1992265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -1992262.625000 Penalty: 3200.420166
	Iteration 76Q: 3 clusters Score -1992263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -1992264.000000 Penalty: 3200.420166
	Iteration 77Q: 3 clusters Score -1992264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1992266.750000 Penalty: 3200.420166
	Iteration 78Q: 3 clusters Score -1992267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1992263.750000 Penalty: 3200.420166
	Iteration 79Q: 3 clusters Score -1992264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1992264.625000 Penalty: 3200.420166
	Iteration 80F: 3 clusters Score -1992265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1992264.750000 Penalty: 3200.420166
	Iteration 81Q: 3 clusters Score -1992265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1992272.750000 Penalty: 3200.420166
	Iteration 82Q: 3 clusters Score -1992273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1992276.000000 Penalty: 3200.420166
	Iteration 83Q: 3 clusters Score -1992276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -1992273.500000 Penalty: 3200.420166
	Iteration 84Q: 3 clusters Score -1992274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -1992274.125000 Penalty: 3200.420166
	Iteration 85Q: 3 clusters Score -1992274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -1992274.250000 Penalty: 3200.420166
	Iteration 86Q: 3 clusters Score -1992274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -1992279.625000 Penalty: 3200.420166
	Iteration 87Q: 3 clusters Score -1992280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -1992281.250000 Penalty: 3200.420166
	Iteration 88Q: 3 clusters Score -1992281 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1992281.625000 Penalty: 3200.420166
	Iteration 89Q: 3 clusters Score -1992282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1992280.875000 Penalty: 3200.420166
	Iteration 90Q: 3 clusters Score -1992281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -1992281.625000 Penalty: 3200.420166
	Iteration 91Q: 3 clusters Score -1992282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1992285.125000 Penalty: 3200.420166
	Iteration 92Q: 3 clusters Score -1992285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -1992288.250000 Penalty: 3200.420166
	Iteration 93Q: 3 clusters Score -1992288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -1992292.625000 Penalty: 3200.420166
	Iteration 94Q: 3 clusters Score -1992293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -1992294.625000 Penalty: 3200.420166
	Iteration 95Q: 3 clusters Score -1992295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1992293.875000 Penalty: 3200.420166
	Iteration 96Q: 3 clusters Score -1992294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1992295.625000 Penalty: 3200.420166
	Iteration 97Q: 3 clusters Score -1992296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1992297.750000 Penalty: 3200.420166
	Iteration 98Q: 3 clusters Score -1992298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -1992299.375000 Penalty: 3200.420166
	Iteration 99Q: 3 clusters Score -1992299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1992299.375000 Penalty: 3200.420166
	Iteration 100F: 3 clusters Score -1992299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1992298.625000 Penalty: 3200.420166
	Iteration 101Q: 3 clusters Score -1992299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -1992300.875000 Penalty: 3200.420166
	Iteration 102Q: 3 clusters Score -1992301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -1992305.625000 Penalty: 3200.420166
	Iteration 103Q: 3 clusters Score -1992306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -1992306.875000 Penalty: 3200.420166
	Iteration 104Q: 3 clusters Score -1992307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1992305.375000 Penalty: 3200.420166
	Iteration 105Q: 3 clusters Score -1992305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -1992305.375000 Penalty: 3200.420166
	Iteration 106Q: 3 clusters Score -1992305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -1992306.250000 Penalty: 3200.420166
	Iteration 107Q: 3 clusters Score -1992306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1992310.000000 Penalty: 3200.420166
	Iteration 108Q: 3 clusters Score -1992310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -1992315.250000 Penalty: 3200.420166
	Iteration 109Q: 3 clusters Score -1992315 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -1992321.750000 Penalty: 3200.420166
	Iteration 110Q: 3 clusters Score -1992322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -1992323.375000 Penalty: 3200.420166
	Iteration 111Q: 3 clusters Score -1992323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1992324.875000 Penalty: 3200.420166
	Iteration 112Q: 3 clusters Score -1992325 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -1992330.875000 Penalty: 3200.420166
	Iteration 113Q: 3 clusters Score -1992331 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -1992329.500000 Penalty: 3200.420166
	Iteration 114Q: 3 clusters Score -1992330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -1992334.250000 Penalty: 3200.420166
	Iteration 115Q: 3 clusters Score -1992334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1992338.125000 Penalty: 3200.420166
	Iteration 116Q: 3 clusters Score -1992338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -1992343.500000 Penalty: 3200.420166
	Iteration 117Q: 3 clusters Score -1992344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -1992343.375000 Penalty: 3200.420166
	Iteration 118Q: 3 clusters Score -1992343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -1992343.375000 Penalty: 3200.420166
	Iteration 119Q: 3 clusters Score -1992343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -1992343.875000 Penalty: 3200.420166
	Iteration 120F: 3 clusters Score -1992344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -1992346.125000 Penalty: 3200.420166
	Iteration 121Q: 3 clusters Score -1992346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -1992342.000000 Penalty: 3200.420166
	Iteration 122Q: 3 clusters Score -1992342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -1992343.375000 Penalty: 3200.420166
	Iteration 123Q: 3 clusters Score -1992343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -1992350.000000 Penalty: 3200.420166
	Iteration 124Q: 3 clusters Score -1992350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -1992349.750000 Penalty: 3200.420166
	Iteration 125Q: 3 clusters Score -1992350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -1992355.250000 Penalty: 3200.420166
	Iteration 126Q: 3 clusters Score -1992355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -1992353.000000 Penalty: 3200.420166
	Iteration 127Q: 3 clusters Score -1992353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -1992354.500000 Penalty: 3200.420166
	Iteration 128Q: 3 clusters Score -1992354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -1992360.750000 Penalty: 3200.420166
	Iteration 129Q: 3 clusters Score -1992361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -1992364.375000 Penalty: 3200.420166
	Iteration 130Q: 3 clusters Score -1992364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -1992367.250000 Penalty: 3200.420166
	Iteration 131Q: 3 clusters Score -1992367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -1992371.000000 Penalty: 3200.420166
	Iteration 132Q: 3 clusters Score -1992371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -1992374.500000 Penalty: 3200.420166
	Iteration 133Q: 3 clusters Score -1992374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -1992377.500000 Penalty: 3200.420166
	Iteration 134Q: 3 clusters Score -1992378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -1992378.750000 Penalty: 3200.420166
	Iteration 135Q: 3 clusters Score -1992379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -1992381.875000 Penalty: 3200.420166
	Iteration 136Q: 3 clusters Score -1992382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -1992381.375000 Penalty: 3200.420166
	Iteration 137Q: 3 clusters Score -1992381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -1992382.125000 Penalty: 3200.420166
	Iteration 138Q: 3 clusters Score -1992382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -1992384.750000 Penalty: 3200.420166
	Iteration 139Q: 3 clusters Score -1992385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -1992387.375000 Penalty: 3200.420166
	Iteration 140F: 3 clusters Score -1992387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -1992393.500000 Penalty: 3200.420166
	Iteration 141Q: 3 clusters Score -1992394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -1992392.375000 Penalty: 3200.420166
	Iteration 142Q: 3 clusters Score -1992392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -1992389.625000 Penalty: 3200.420166
	Iteration 143Q: 3 clusters Score -1992390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -1992394.125000 Penalty: 3200.420166
	Iteration 144Q: 3 clusters Score -1992394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -1992397.625000 Penalty: 3200.420166
	Iteration 145Q: 3 clusters Score -1992398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1992405.000000 Penalty: 3200.420166
	Iteration 146Q: 3 clusters Score -1992405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -1992401.375000 Penalty: 3200.420166
	Iteration 147Q: 3 clusters Score -1992401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -1992402.625000 Penalty: 3200.420166
	Iteration 148Q: 3 clusters Score -1992403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -1992405.625000 Penalty: 3200.420166
	Iteration 149Q: 3 clusters Score -1992406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -1992405.000000 Penalty: 3200.420166
	Iteration 150Q: 3 clusters Score -1992405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -1992409.500000 Penalty: 3200.420166
	Iteration 151Q: 3 clusters Score -1992410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1992416.125000 Penalty: 3200.420166
	Iteration 152Q: 3 clusters Score -1992416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -1992414.000000 Penalty: 3200.420166
	Iteration 153Q: 3 clusters Score -1992414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -1992418.625000 Penalty: 3200.420166
	Iteration 154Q: 3 clusters Score -1992419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -1992423.125000 Penalty: 3200.420166
	Iteration 155Q: 3 clusters Score -1992423 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -1992430.250000 Penalty: 3200.420166
	Iteration 156Q: 3 clusters Score -1992430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1992438.500000 Penalty: 3200.420166
	Iteration 157Q: 3 clusters Score -1992438 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -1992447.750000 Penalty: 3200.420166
	Iteration 158Q: 3 clusters Score -1992448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -1992457.250000 Penalty: 3200.420166
	Iteration 159Q: 3 clusters Score -1992457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -1992462.500000 Penalty: 3200.420166
	Iteration 160F: 3 clusters Score -1992462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -1992468.250000 Penalty: 3200.420166
	Iteration 161Q: 3 clusters Score -1992468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -1992471.625000 Penalty: 3200.420166
	Iteration 162Q: 3 clusters Score -1992472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -1992474.250000 Penalty: 3200.420166
	Iteration 163Q: 3 clusters Score -1992474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -1992475.750000 Penalty: 3200.420166
	Iteration 164Q: 3 clusters Score -1992476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -1992478.625000 Penalty: 3200.420166
	Iteration 165Q: 3 clusters Score -1992479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -1992480.125000 Penalty: 3200.420166
	Iteration 166Q: 3 clusters Score -1992480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -1992485.375000 Penalty: 3200.420166
	Iteration 167Q: 3 clusters Score -1992485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -1992490.375000 Penalty: 3200.420166
	Iteration 168Q: 3 clusters Score -1992490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -1992488.125000 Penalty: 3200.420166
	Iteration 169Q: 3 clusters Score -1992488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -1992490.625000 Penalty: 3200.420166
	Iteration 170Q: 3 clusters Score -1992491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -1992489.625000 Penalty: 3200.420166
	Iteration 171Q: 3 clusters Score -1992490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -1992488.375000 Penalty: 3200.420166
	Iteration 172Q: 3 clusters Score -1992488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -1992488.375000 Penalty: 3200.420166
	Iteration 173F: 3 clusters Score -1992488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Entering Unmasked Estep 
Score: -467291.531250 Penalty: 1368.968140
	Iteration 0F: 2 clusters Score -467291.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -463602.343750 Penalty: 2737.936279
	Iteration 0F: 3 clusters Score -463602.3 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -464708.343750 Penalty: 2737.936279
	Iteration 1F: 3 clusters Score -464708.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -464925.625000 Penalty: 2737.936279
	Iteration 2F: 3 clusters Score -464925.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -465100.875000 Penalty: 2737.936279
	Iteration 3F: 3 clusters Score -465100.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -465236.656250 Penalty: 2737.936279
	Iteration 4Q: 3 clusters Score -465236.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -465350.437500 Penalty: 2737.936279
	Iteration 5Q: 3 clusters Score -465350.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -465471.406250 Penalty: 2737.936279
	Iteration 6Q: 3 clusters Score -465471.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -465573.625000 Penalty: 2737.936279
	Iteration 7Q: 3 clusters Score -465573.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -465661.375000 Penalty: 2737.936279
	Iteration 8Q: 3 clusters Score -465661.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -465744.781250 Penalty: 2737.936279
	Iteration 9Q: 3 clusters Score -465744.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -465822.218750 Penalty: 2737.936279
	Iteration 10Q: 3 clusters Score -465822.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -465876.562500 Penalty: 2737.936279
	Iteration 11Q: 3 clusters Score -465876.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -465912.312500 Penalty: 2737.936279
	Iteration 12Q: 3 clusters Score -465912.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -465937.312500 Penalty: 2737.936279
	Iteration 13Q: 3 clusters Score -465937.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -465956.906250 Penalty: 2737.936279
	Iteration 14Q: 3 clusters Score -465956.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -465969.468750 Penalty: 2737.936279
	Iteration 15Q: 3 clusters Score -465969.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -465983.687500 Penalty: 2737.936279
	Iteration 16Q: 3 clusters Score -465983.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -466000.125000 Penalty: 2737.936279
	Iteration 17Q: 3 clusters Score -466000.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -466018.375000 Penalty: 2737.936279
	Iteration 18Q: 3 clusters Score -466018.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -466037.468750 Penalty: 2737.936279
	Iteration 19Q: 3 clusters Score -466037.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -466051.718750 Penalty: 2737.936279
	Iteration 20F: 3 clusters Score -466051.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -466064.343750 Penalty: 2737.936279
	Iteration 21Q: 3 clusters Score -466064.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -466083.343750 Penalty: 2737.936279
	Iteration 22Q: 3 clusters Score -466083.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -466122.437500 Penalty: 2737.936279
	Iteration 23Q: 3 clusters Score -466122.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -466179.468750 Penalty: 2737.936279
	Iteration 24Q: 3 clusters Score -466179.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -466223.843750 Penalty: 2737.936279
	Iteration 25Q: 3 clusters Score -466223.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -466245.906250 Penalty: 2737.936279
	Iteration 26Q: 3 clusters Score -466245.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -466266.562500 Penalty: 2737.936279
	Iteration 27Q: 3 clusters Score -466266.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -466286.843750 Penalty: 2737.936279
	Iteration 28Q: 3 clusters Score -466286.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -466308.093750 Penalty: 2737.936279
	Iteration 29Q: 3 clusters Score -466308.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -466329.343750 Penalty: 2737.936279
	Iteration 30Q: 3 clusters Score -466329.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -466359.062500 Penalty: 2737.936279
	Iteration 31Q: 3 clusters Score -466359.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -466385.375000 Penalty: 2737.936279
	Iteration 32Q: 3 clusters Score -466385.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -466405.125000 Penalty: 2737.936279
	Iteration 33Q: 3 clusters Score -466405.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -466423.156250 Penalty: 2737.936279
	Iteration 34Q: 3 clusters Score -466423.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -466438.937500 Penalty: 2737.936279
	Iteration 35Q: 3 clusters Score -466438.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -466465.093750 Penalty: 2737.936279
	Iteration 36Q: 3 clusters Score -466465.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -466481.437500 Penalty: 2737.936279
	Iteration 37Q: 3 clusters Score -466481.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -466494.812500 Penalty: 2737.936279
	Iteration 38Q: 3 clusters Score -466494.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -466503.718750 Penalty: 2737.936279
	Iteration 39Q: 3 clusters Score -466503.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -466511.781250 Penalty: 2737.936279
	Iteration 40F: 3 clusters Score -466511.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -466521.562500 Penalty: 2737.936279
	Iteration 41Q: 3 clusters Score -466521.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -466527.718750 Penalty: 2737.936279
	Iteration 42Q: 3 clusters Score -466527.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -466531.562500 Penalty: 2737.936279
	Iteration 43Q: 3 clusters Score -466531.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -466535.906250 Penalty: 2737.936279
	Iteration 44Q: 3 clusters Score -466535.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -466542.593750 Penalty: 2737.936279
	Iteration 45Q: 3 clusters Score -466542.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -466548.937500 Penalty: 2737.936279
	Iteration 46Q: 3 clusters Score -466548.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -466553.875000 Penalty: 2737.936279
	Iteration 47Q: 3 clusters Score -466553.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -466555.531250 Penalty: 2737.936279
	Iteration 48Q: 3 clusters Score -466555.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -466557.937500 Penalty: 2737.936279
	Iteration 49Q: 3 clusters Score -466557.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -466558.187500 Penalty: 2737.936279
	Iteration 50Q: 3 clusters Score -466558.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -466559.843750 Penalty: 2737.936279
	Iteration 51Q: 3 clusters Score -466559.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -466561.281250 Penalty: 2737.936279
	Iteration 52Q: 3 clusters Score -466561.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -466563.406250 Penalty: 2737.936279
	Iteration 53Q: 3 clusters Score -466563.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -466563.093750 Penalty: 2737.936279
	Iteration 54Q: 3 clusters Score -466563.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -466563.281250 Penalty: 2737.936279
	Iteration 55Q: 3 clusters Score -466563.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -466563.281250 Penalty: 2737.936279
	Iteration 56F: 3 clusters Score -466563.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Entering Unmasked Estep 
Score: -2574244.750000 Penalty: 1640.500610
	Iteration 0F: 2 clusters Score -2574245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2557855.000000 Penalty: 3281.001221
	Iteration 0F: 3 clusters Score -2557855 nChanged 10996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2563837.250000 Penalty: 3281.001221
	Iteration 1F: 3 clusters Score -2563837 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2564188.500000 Penalty: 3281.001221
	Iteration 2Q: 3 clusters Score -2564188 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2564468.000000 Penalty: 3281.001221
	Iteration 3Q: 3 clusters Score -2564468 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2564706.000000 Penalty: 3281.001221
	Iteration 4Q: 3 clusters Score -2564706 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2564919.000000 Penalty: 3281.001221
	Iteration 5Q: 3 clusters Score -2564919 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2565176.250000 Penalty: 3281.001221
	Iteration 6Q: 3 clusters Score -2565176 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2565422.750000 Penalty: 3281.001221
	Iteration 7Q: 3 clusters Score -2565423 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2565746.250000 Penalty: 3281.001221
	Iteration 8Q: 3 clusters Score -2565746 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2566153.000000 Penalty: 3281.001221
	Iteration 9Q: 3 clusters Score -2566153 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2566670.500000 Penalty: 3281.001221
	Iteration 10Q: 3 clusters Score -2566670 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -2567333.500000 Penalty: 3281.001221
	Iteration 11Q: 3 clusters Score -2567334 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -2568119.500000 Penalty: 3281.001221
	Iteration 12Q: 3 clusters Score -2568120 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2568803.250000 Penalty: 3281.001221
	Iteration 13Q: 3 clusters Score -2568803 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2569380.250000 Penalty: 3281.001221
	Iteration 14Q: 3 clusters Score -2569380 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2569720.750000 Penalty: 3281.001221
	Iteration 15Q: 3 clusters Score -2569721 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -2569871.250000 Penalty: 3281.001221
	Iteration 16Q: 3 clusters Score -2569871 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2570005.750000 Penalty: 3281.001221
	Iteration 17Q: 3 clusters Score -2570006 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2570150.000000 Penalty: 3281.001221
	Iteration 18Q: 3 clusters Score -2570150 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2570289.250000 Penalty: 3281.001221
	Iteration 19Q: 3 clusters Score -2570289 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2570434.750000 Penalty: 3281.001221
	Iteration 20F: 3 clusters Score -2570435 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2570571.500000 Penalty: 3281.001221
	Iteration 21Q: 3 clusters Score -2570572 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2570708.250000 Penalty: 3281.001221
	Iteration 22Q: 3 clusters Score -2570708 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2570848.500000 Penalty: 3281.001221
	Iteration 23Q: 3 clusters Score -2570848 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2570992.250000 Penalty: 3281.001221
	Iteration 24Q: 3 clusters Score -2570992 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2571136.500000 Penalty: 3281.001221
	Iteration 25Q: 3 clusters Score -2571136 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2571269.250000 Penalty: 3281.001221
	Iteration 26Q: 3 clusters Score -2571269 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2571440.500000 Penalty: 3281.001221
	Iteration 27Q: 3 clusters Score -2571440 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2571620.250000 Penalty: 3281.001221
	Iteration 28Q: 3 clusters Score -2571620 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -2571805.000000 Penalty: 3281.001221
	Iteration 29Q: 3 clusters Score -2571805 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -2571970.750000 Penalty: 3281.001221
	Iteration 30Q: 3 clusters Score -2571971 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -2572149.000000 Penalty: 3281.001221
	Iteration 31Q: 3 clusters Score -2572149 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -2572295.000000 Penalty: 3281.001221
	Iteration 32Q: 3 clusters Score -2572295 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -2572448.750000 Penalty: 3281.001221
	Iteration 33Q: 3 clusters Score -2572449 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -2572594.750000 Penalty: 3281.001221
	Iteration 34Q: 3 clusters Score -2572595 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -2572743.250000 Penalty: 3281.001221
	Iteration 35Q: 3 clusters Score -2572743 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -2572889.250000 Penalty: 3281.001221
	Iteration 36Q: 3 clusters Score -2572889 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -2572984.250000 Penalty: 3281.001221
	Iteration 37Q: 3 clusters Score -2572984 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -2573055.750000 Penalty: 3281.001221
	Iteration 38Q: 3 clusters Score -2573056 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -2573124.750000 Penalty: 3281.001221
	Iteration 39Q: 3 clusters Score -2573125 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -2573184.750000 Penalty: 3281.001221
	Iteration 40F: 3 clusters Score -2573185 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -2573223.250000 Penalty: 3281.001221
	Iteration 41Q: 3 clusters Score -2573223 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -2573239.250000 Penalty: 3281.001221
	Iteration 42Q: 3 clusters Score -2573239 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -2573262.750000 Penalty: 3281.001221
	Iteration 43Q: 3 clusters Score -2573263 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -2573284.500000 Penalty: 3281.001221
	Iteration 44Q: 3 clusters Score -2573284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -2573293.500000 Penalty: 3281.001221
	Iteration 45Q: 3 clusters Score -2573294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -2573311.000000 Penalty: 3281.001221
	Iteration 46Q: 3 clusters Score -2573311 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -2573319.750000 Penalty: 3281.001221
	Iteration 47Q: 3 clusters Score -2573320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -2573322.000000 Penalty: 3281.001221
	Iteration 48Q: 3 clusters Score -2573322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -2573322.500000 Penalty: 3281.001221
	Iteration 49Q: 3 clusters Score -2573322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -2573326.500000 Penalty: 3281.001221
	Iteration 50Q: 3 clusters Score -2573326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -2573330.750000 Penalty: 3281.001221
	Iteration 51Q: 3 clusters Score -2573331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -2573334.500000 Penalty: 3281.001221
	Iteration 52Q: 3 clusters Score -2573334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -2573333.750000 Penalty: 3281.001221
	Iteration 53Q: 3 clusters Score -2573334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -2573332.000000 Penalty: 3281.001221
	Iteration 54Q: 3 clusters Score -2573332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -2573330.500000 Penalty: 3281.001221
	Iteration 55Q: 3 clusters Score -2573330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -2573338.250000 Penalty: 3281.001221
	Iteration 56Q: 3 clusters Score -2573338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -2573337.750000 Penalty: 3281.001221
	Iteration 57Q: 3 clusters Score -2573338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -2573339.750000 Penalty: 3281.001221
	Iteration 58Q: 3 clusters Score -2573340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -2573339.250000 Penalty: 3281.001221
	Iteration 59Q: 3 clusters Score -2573339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -2573339.250000 Penalty: 3281.001221
	Iteration 60F: 3 clusters Score -2573339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Entering Unmasked Estep 
Score: -1973334.000000 Penalty: 1598.872437
	Iteration 0F: 2 clusters Score -1973334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1960489.625000 Penalty: 3197.744873
	Iteration 0F: 3 clusters Score -1960490 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1965284.000000 Penalty: 3197.744873
	Iteration 1F: 3 clusters Score -1965284 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1965780.125000 Penalty: 3197.744873
	Iteration 2F: 3 clusters Score -1965780 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1966371.125000 Penalty: 3197.744873
	Iteration 3F: 3 clusters Score -1966371 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1967073.750000 Penalty: 3197.744873
	Iteration 4F: 3 clusters Score -1967074 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1967722.625000 Penalty: 3197.744873
	Iteration 5F: 3 clusters Score -1967723 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1968290.125000 Penalty: 3197.744873
	Iteration 6F: 3 clusters Score -1968290 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1968860.375000 Penalty: 3197.744873
	Iteration 7F: 3 clusters Score -1968860 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1969387.750000 Penalty: 3197.744873
	Iteration 8Q: 3 clusters Score -1969388 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1969849.500000 Penalty: 3197.744873
	Iteration 9Q: 3 clusters Score -1969850 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1970286.875000 Penalty: 3197.744873
	Iteration 10Q: 3 clusters Score -1970287 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1970661.500000 Penalty: 3197.744873
	Iteration 11Q: 3 clusters Score -1970662 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1970973.250000 Penalty: 3197.744873
	Iteration 12Q: 3 clusters Score -1970973 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1971207.125000 Penalty: 3197.744873
	Iteration 13Q: 3 clusters Score -1971207 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1971394.750000 Penalty: 3197.744873
	Iteration 14Q: 3 clusters Score -1971395 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1971509.000000 Penalty: 3197.744873
	Iteration 15Q: 3 clusters Score -1971509 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1971603.125000 Penalty: 3197.744873
	Iteration 16Q: 3 clusters Score -1971603 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1971680.875000 Penalty: 3197.744873
	Iteration 17Q: 3 clusters Score -1971681 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1971741.250000 Penalty: 3197.744873
	Iteration 18Q: 3 clusters Score -1971741 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1971777.250000 Penalty: 3197.744873
	Iteration 19Q: 3 clusters Score -1971777 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1971807.750000 Penalty: 3197.744873
	Iteration 20F: 3 clusters Score -1971808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1971831.250000 Penalty: 3197.744873
	Iteration 21Q: 3 clusters Score -1971831 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1971862.250000 Penalty: 3197.744873
	Iteration 22Q: 3 clusters Score -1971862 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1971890.625000 Penalty: 3197.744873
	Iteration 23Q: 3 clusters Score -1971891 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1971909.750000 Penalty: 3197.744873
	Iteration 24Q: 3 clusters Score -1971910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1971924.875000 Penalty: 3197.744873
	Iteration 25Q: 3 clusters Score -1971925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1971941.500000 Penalty: 3197.744873
	Iteration 26Q: 3 clusters Score -1971942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1971949.500000 Penalty: 3197.744873
	Iteration 27Q: 3 clusters Score -1971950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1971955.500000 Penalty: 3197.744873
	Iteration 28Q: 3 clusters Score -1971956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1971960.750000 Penalty: 3197.744873
	Iteration 29Q: 3 clusters Score -1971961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1971963.750000 Penalty: 3197.744873
	Iteration 30Q: 3 clusters Score -1971964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1971974.875000 Penalty: 3197.744873
	Iteration 31Q: 3 clusters Score -1971975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1971981.000000 Penalty: 3197.744873
	Iteration 32Q: 3 clusters Score -1971981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1971985.000000 Penalty: 3197.744873
	Iteration 33Q: 3 clusters Score -1971985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1971993.625000 Penalty: 3197.744873
	Iteration 34Q: 3 clusters Score -1971994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1971996.875000 Penalty: 3197.744873
	Iteration 35Q: 3 clusters Score -1971997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1971995.500000 Penalty: 3197.744873
	Iteration 36Q: 3 clusters Score -1971996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1971998.875000 Penalty: 3197.744873
	Iteration 37Q: 3 clusters Score -1971999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1971998.375000 Penalty: 3197.744873
	Iteration 38Q: 3 clusters Score -1971998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1971995.250000 Penalty: 3197.744873
	Iteration 39Q: 3 clusters Score -1971995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1971996.500000 Penalty: 3197.744873
	Iteration 40F: 3 clusters Score -1971996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1971998.250000 Penalty: 3197.744873
	Iteration 41Q: 3 clusters Score -1971998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1971999.250000 Penalty: 3197.744873
	Iteration 42Q: 3 clusters Score -1971999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1971997.250000 Penalty: 3197.744873
	Iteration 43Q: 3 clusters Score -1971997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1971997.250000 Penalty: 3197.744873
	Iteration 44F: 3 clusters Score -1971997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Entering Unmasked Estep 
Score: -1562701.375000 Penalty: 1562.395020
	Iteration 0F: 2 clusters Score -1562701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1552415.750000 Penalty: 3124.790039
	Iteration 0F: 3 clusters Score -1552416 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1555977.750000 Penalty: 3124.790039
	Iteration 1F: 3 clusters Score -1555978 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1556475.875000 Penalty: 3124.790039
	Iteration 2F: 3 clusters Score -1556476 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1556983.500000 Penalty: 3124.790039
	Iteration 3F: 3 clusters Score -1556984 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1557562.875000 Penalty: 3124.790039
	Iteration 4F: 3 clusters Score -1557563 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1558319.500000 Penalty: 3124.790039
	Iteration 5F: 3 clusters Score -1558320 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1559137.000000 Penalty: 3124.790039
	Iteration 6F: 3 clusters Score -1559137 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1559908.250000 Penalty: 3124.790039
	Iteration 7F: 3 clusters Score -1559908 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1560572.375000 Penalty: 3124.790039
	Iteration 8F: 3 clusters Score -1560572 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1561088.250000 Penalty: 3124.790039
	Iteration 9Q: 3 clusters Score -1561088 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1561457.750000 Penalty: 3124.790039
	Iteration 10Q: 3 clusters Score -1561458 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1561669.875000 Penalty: 3124.790039
	Iteration 11Q: 3 clusters Score -1561670 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1561805.125000 Penalty: 3124.790039
	Iteration 12Q: 3 clusters Score -1561805 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1561906.375000 Penalty: 3124.790039
	Iteration 13Q: 3 clusters Score -1561906 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1561965.500000 Penalty: 3124.790039
	Iteration 14Q: 3 clusters Score -1561966 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1562004.375000 Penalty: 3124.790039
	Iteration 15Q: 3 clusters Score -1562004 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1562044.875000 Penalty: 3124.790039
	Iteration 16Q: 3 clusters Score -1562045 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1562077.125000 Penalty: 3124.790039
	Iteration 17Q: 3 clusters Score -1562077 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1562113.000000 Penalty: 3124.790039
	Iteration 18Q: 3 clusters Score -1562113 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1562149.250000 Penalty: 3124.790039
	Iteration 19Q: 3 clusters Score -1562149 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1562179.625000 Penalty: 3124.790039
	Iteration 20F: 3 clusters Score -1562180 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1562202.500000 Penalty: 3124.790039
	Iteration 21Q: 3 clusters Score -1562202 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1562226.125000 Penalty: 3124.790039
	Iteration 22Q: 3 clusters Score -1562226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1562249.875000 Penalty: 3124.790039
	Iteration 23Q: 3 clusters Score -1562250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1562254.500000 Penalty: 3124.790039
	Iteration 24Q: 3 clusters Score -1562254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1562262.375000 Penalty: 3124.790039
	Iteration 25Q: 3 clusters Score -1562262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1562269.750000 Penalty: 3124.790039
	Iteration 26Q: 3 clusters Score -1562270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1562273.000000 Penalty: 3124.790039
	Iteration 27Q: 3 clusters Score -1562273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1562272.500000 Penalty: 3124.790039
	Iteration 28Q: 3 clusters Score -1562272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1562278.000000 Penalty: 3124.790039
	Iteration 29Q: 3 clusters Score -1562278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1562282.250000 Penalty: 3124.790039
	Iteration 30Q: 3 clusters Score -1562282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1562283.625000 Penalty: 3124.790039
	Iteration 31Q: 3 clusters Score -1562284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1562288.125000 Penalty: 3124.790039
	Iteration 32Q: 3 clusters Score -1562288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1562289.875000 Penalty: 3124.790039
	Iteration 33Q: 3 clusters Score -1562290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1562291.125000 Penalty: 3124.790039
	Iteration 34Q: 3 clusters Score -1562291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1562292.000000 Penalty: 3124.790039
	Iteration 35Q: 3 clusters Score -1562292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1562289.250000 Penalty: 3124.790039
	Iteration 36Q: 3 clusters Score -1562289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1562290.875000 Penalty: 3124.790039
	Iteration 37Q: 3 clusters Score -1562291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1562291.500000 Penalty: 3124.790039
	Iteration 38Q: 3 clusters Score -1562292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1562297.875000 Penalty: 3124.790039
	Iteration 39Q: 3 clusters Score -1562298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1562300.250000 Penalty: 3124.790039
	Iteration 40F: 3 clusters Score -1562300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1562304.125000 Penalty: 3124.790039
	Iteration 41Q: 3 clusters Score -1562304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1562310.500000 Penalty: 3124.790039
	Iteration 42Q: 3 clusters Score -1562310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1562315.125000 Penalty: 3124.790039
	Iteration 43Q: 3 clusters Score -1562315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1562317.625000 Penalty: 3124.790039
	Iteration 44Q: 3 clusters Score -1562318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1562320.750000 Penalty: 3124.790039
	Iteration 45Q: 3 clusters Score -1562321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1562323.250000 Penalty: 3124.790039
	Iteration 46Q: 3 clusters Score -1562323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1562328.625000 Penalty: 3124.790039
	Iteration 47Q: 3 clusters Score -1562329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1562330.375000 Penalty: 3124.790039
	Iteration 48Q: 3 clusters Score -1562330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1562331.250000 Penalty: 3124.790039
	Iteration 49Q: 3 clusters Score -1562331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1562337.625000 Penalty: 3124.790039
	Iteration 50Q: 3 clusters Score -1562338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1562337.750000 Penalty: 3124.790039
	Iteration 51Q: 3 clusters Score -1562338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1562338.375000 Penalty: 3124.790039
	Iteration 52Q: 3 clusters Score -1562338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1562342.750000 Penalty: 3124.790039
	Iteration 53Q: 3 clusters Score -1562343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1562343.000000 Penalty: 3124.790039
	Iteration 54Q: 3 clusters Score -1562343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1562344.000000 Penalty: 3124.790039
	Iteration 55Q: 3 clusters Score -1562344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1562343.750000 Penalty: 3124.790039
	Iteration 56Q: 3 clusters Score -1562344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1562346.500000 Penalty: 3124.790039
	Iteration 57Q: 3 clusters Score -1562346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1562346.625000 Penalty: 3124.790039
	Iteration 58Q: 3 clusters Score -1562347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1562346.750000 Penalty: 3124.790039
	Iteration 59Q: 3 clusters Score -1562347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1562347.625000 Penalty: 3124.790039
	Iteration 60F: 3 clusters Score -1562348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (121040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121040 members 
Entering Unmasked Estep 
Score: -13010962.000000 Penalty: 1901.879883
	Iteration 0F: 2 clusters Score -1.301096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60232 members 
Mstep: Class 2 contains 60808 members 
Entering Unmasked Estep 
Score: -12930122.000000 Penalty: 3803.759766
	Iteration 0F: 3 clusters Score -1.293012e+07 nChanged 58018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56900 members 
Mstep: Class 2 contains 64140 members 
Entering Unmasked Estep 
Score: -12963979.000000 Penalty: 3803.759766
	Iteration 1F: 3 clusters Score -1.296398e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 66006 members 
Entering Unmasked Estep 
Score: -12965229.000000 Penalty: 3803.759766
	Iteration 2Q: 3 clusters Score -1.296523e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 68756 members 
Entering Unmasked Estep 
Score: -12967126.000000 Penalty: 3803.759766
	Iteration 3Q: 3 clusters Score -1.296713e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 72769 members 
Entering Unmasked Estep 
Score: -12970107.000000 Penalty: 3803.759766
	Iteration 4Q: 3 clusters Score -1.297011e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 78367 members 
Entering Unmasked Estep 
Score: -12974604.000000 Penalty: 3803.759766
	Iteration 5F: 3 clusters Score -1.29746e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 85416 members 
Entering Unmasked Estep 
Score: -12980821.000000 Penalty: 3803.759766
	Iteration 6F: 3 clusters Score -1.298082e+07 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 93599 members 
Entering Unmasked Estep 
Score: -12988109.000000 Penalty: 3803.759766
	Iteration 7F: 3 clusters Score -1.298811e+07 nChanged 8182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 101681 members 
Entering Unmasked Estep 
Score: -12995173.000000 Penalty: 3803.759766
	Iteration 8F: 3 clusters Score -1.299517e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 108501 members 
Entering Unmasked Estep 
Score: -13000780.000000 Penalty: 3803.759766
	Iteration 9F: 3 clusters Score -1.300078e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 113464 members 
Entering Unmasked Estep 
Score: -13004578.000000 Penalty: 3803.759766
	Iteration 10Q: 3 clusters Score -1.300458e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 116566 members 
Entering Unmasked Estep 
Score: -13006762.000000 Penalty: 3803.759766
	Iteration 11Q: 3 clusters Score -1.300676e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 118359 members 
Entering Unmasked Estep 
Score: -13007898.000000 Penalty: 3803.759766
	Iteration 12Q: 3 clusters Score -1.30079e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 119306 members 
Entering Unmasked Estep 
Score: -13008511.000000 Penalty: 3803.759766
	Iteration 13Q: 3 clusters Score -1.300851e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 119774 members 
Entering Unmasked Estep 
Score: -13008842.000000 Penalty: 3803.759766
	Iteration 14Q: 3 clusters Score -1.300884e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 120033 members 
Entering Unmasked Estep 
Score: -13009024.000000 Penalty: 3803.759766
	Iteration 15Q: 3 clusters Score -1.300902e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 120190 members 
Entering Unmasked Estep 
Score: -13009127.000000 Penalty: 3803.759766
	Iteration 16Q: 3 clusters Score -1.300913e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 120294 members 
Entering Unmasked Estep 
Score: -13009198.000000 Penalty: 3803.759766
	Iteration 17Q: 3 clusters Score -1.30092e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 120363 members 
Entering Unmasked Estep 
Score: -13009247.000000 Penalty: 3803.759766
	Iteration 18Q: 3 clusters Score -1.300925e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 120412 members 
Entering Unmasked Estep 
Score: -13009304.000000 Penalty: 3803.759766
	Iteration 19Q: 3 clusters Score -1.30093e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 120451 members 
Entering Unmasked Estep 
Score: -13009314.000000 Penalty: 3803.759766
	Iteration 20F: 3 clusters Score -1.300931e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 120483 members 
Entering Unmasked Estep 
Score: -13009331.000000 Penalty: 3803.759766
	Iteration 21Q: 3 clusters Score -1.300933e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 120508 members 
Entering Unmasked Estep 
Score: -13009351.000000 Penalty: 3803.759766
	Iteration 22Q: 3 clusters Score -1.300935e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 120523 members 
Entering Unmasked Estep 
Score: -13009362.000000 Penalty: 3803.759766
	Iteration 23Q: 3 clusters Score -1.300936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 120535 members 
Entering Unmasked Estep 
Score: -13009375.000000 Penalty: 3803.759766
	Iteration 24Q: 3 clusters Score -1.300938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 120541 members 
Entering Unmasked Estep 
Score: -13009384.000000 Penalty: 3803.759766
	Iteration 25Q: 3 clusters Score -1.300938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 120549 members 
Entering Unmasked Estep 
Score: -13009394.000000 Penalty: 3803.759766
	Iteration 26Q: 3 clusters Score -1.300939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 120556 members 
Entering Unmasked Estep 
Score: -13009396.000000 Penalty: 3803.759766
	Iteration 27Q: 3 clusters Score -1.30094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 120559 members 
Entering Unmasked Estep 
Score: -13009404.000000 Penalty: 3803.759766
	Iteration 28Q: 3 clusters Score -1.30094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 120564 members 
Entering Unmasked Estep 
Score: -13009405.000000 Penalty: 3803.759766
	Iteration 29Q: 3 clusters Score -1.30094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 120571 members 
Entering Unmasked Estep 
Score: -13009404.000000 Penalty: 3803.759766
	Iteration 30Q: 3 clusters Score -1.30094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 120573 members 
Entering Unmasked Estep 
Score: -13009407.000000 Penalty: 3803.759766
	Iteration 31Q: 3 clusters Score -1.300941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 120574 members 
Entering Unmasked Estep 
Score: -13009419.000000 Penalty: 3803.759766
	Iteration 32Q: 3 clusters Score -1.300942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 120578 members 
Entering Unmasked Estep 
Score: -13009412.000000 Penalty: 3803.759766
	Iteration 33Q: 3 clusters Score -1.300941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 120582 members 
Entering Unmasked Estep 
Score: -13009419.000000 Penalty: 3803.759766
	Iteration 34Q: 3 clusters Score -1.300942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 120587 members 
Entering Unmasked Estep 
Score: -13009415.000000 Penalty: 3803.759766
	Iteration 35Q: 3 clusters Score -1.300942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 120592 members 
Entering Unmasked Estep 
Score: -13009427.000000 Penalty: 3803.759766
	Iteration 36Q: 3 clusters Score -1.300943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 120593 members 
Entering Unmasked Estep 
Score: -13009428.000000 Penalty: 3803.759766
	Iteration 37Q: 3 clusters Score -1.300943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 120594 members 
Entering Unmasked Estep 
Score: -13009425.000000 Penalty: 3803.759766
	Iteration 38Q: 3 clusters Score -1.300942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 120594 members 
Entering Unmasked Estep 
Score: -13009425.000000 Penalty: 3803.759766
	Iteration 39F: 3 clusters Score -1.300942e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Entering Unmasked Estep 
Score: -4185700.250000 Penalty: 1731.686035
	Iteration 0F: 2 clusters Score -4185700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -4157416.750000 Penalty: 3463.372070
	Iteration 0F: 3 clusters Score -4157417 nChanged 19702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -4168810.500000 Penalty: 3463.372070
	Iteration 1F: 3 clusters Score -4168810 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -4169495.250000 Penalty: 3463.372070
	Iteration 2Q: 3 clusters Score -4169495 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -4170232.500000 Penalty: 3463.372070
	Iteration 3Q: 3 clusters Score -4170232 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -4171163.750000 Penalty: 3463.372070
	Iteration 4Q: 3 clusters Score -4171164 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -4172348.500000 Penalty: 3463.372070
	Iteration 5F: 3 clusters Score -4172348 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -4173772.750000 Penalty: 3463.372070
	Iteration 6F: 3 clusters Score -4173773 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -4175408.000000 Penalty: 3463.372070
	Iteration 7F: 3 clusters Score -4175408 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -4177164.250000 Penalty: 3463.372070
	Iteration 8F: 3 clusters Score -4177164 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -4178750.000000 Penalty: 3463.372070
	Iteration 9F: 3 clusters Score -4178750 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -4179848.250000 Penalty: 3463.372070
	Iteration 10Q: 3 clusters Score -4179848 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -4180547.000000 Penalty: 3463.372070
	Iteration 11Q: 3 clusters Score -4180547 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -4181061.250000 Penalty: 3463.372070
	Iteration 12Q: 3 clusters Score -4181061 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -4181484.000000 Penalty: 3463.372070
	Iteration 13Q: 3 clusters Score -4181484 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -4181815.500000 Penalty: 3463.372070
	Iteration 14Q: 3 clusters Score -4181816 nChanged 622
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4182461 nChanged 519
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Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4182738 nChanged 477
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Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4182994 nChanged 410
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Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4183218 nChanged 361
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Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4183424 nChanged 311
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Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4183579 nChanged 267
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Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4183744 nChanged 258
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Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4183899 nChanged 198
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Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4184016 nChanged 167
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Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4184101 nChanged 144
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Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4184179 nChanged 128
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Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4184253 nChanged 103
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Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4184324 nChanged 78
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Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4184381 nChanged 68
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Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4184428 nChanged 56
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Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4184466 nChanged 55
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Mstep: Class 1 contains 41627 members 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4184488 nChanged 58
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Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4184522 nChanged 42
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Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4184540 nChanged 38
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Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4184554 nChanged 24
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Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4184560 nChanged 17
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Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4184577 nChanged 16
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Mstep: Class 1 contains 41758 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 701 members 
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Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4184606 nChanged 19
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Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4184639 nChanged 23
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Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4184779 nChanged 11
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Mstep: Class 1 contains 41800 members 
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Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 662 members 
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Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 41826 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4184807 nChanged 7
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Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4184812 nChanged 13
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Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 633 members 
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	Iteration 56Q: 3 clusters Score -4184816 nChanged 16
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Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4184840 nChanged 15
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Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4184875 nChanged 23
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Mstep: Class 2 contains 618 members 
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Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4184934 nChanged 37
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4184962 nChanged 40
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	Iteration 64Q: 3 clusters Score -4184997 nChanged 43
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4185025 nChanged 46
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Mstep: Class 1 contains 41755 members 
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	Iteration 67Q: 3 clusters Score -4185091 nChanged 38
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	Iteration 69Q: 3 clusters Score -4185120 nChanged 17
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Mstep: Class 1 contains 41718 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4185128 nChanged 8
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Mstep: Class 1 contains 41716 members 
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	Iteration 71Q: 3 clusters Score -4185129 nChanged 2
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Mstep: Class 1 contains 41714 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4185132 nChanged 1
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Mstep: Class 1 contains 41713 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4185133 nChanged 0
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Mstep: Class 1 contains 41713 members 
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Entering Unmasked Estep 
Score: -4185188.250000 Penalty: 3463.372070
	Iteration 74F: 3 clusters Score -4185188 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41678 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4185261 nChanged 68
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Mstep: Class 1 contains 41632 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4185353 nChanged 97
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	Iteration 77Q: 3 clusters Score -4185434 nChanged 66
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Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4185486 nChanged 54
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4185520 nChanged 51
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4185562 nChanged 51
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4185586 nChanged 42
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Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 1104 members 
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	Iteration 82Q: 3 clusters Score -4185616 nChanged 43
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Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 1131 members 
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	Iteration 83Q: 3 clusters Score -4185634 nChanged 43
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Mstep: Class 1 contains 41311 members 
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Score: -4185657.250000 Penalty: 3463.372070
	Iteration 84Q: 3 clusters Score -4185657 nChanged 37
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Mstep: Class 1 contains 41292 members 
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	Iteration 85Q: 3 clusters Score -4185666 nChanged 30
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Mstep: Class 1 contains 41274 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4185672 nChanged 28
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	Iteration 88Q: 3 clusters Score -4185697 nChanged 14
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	Iteration 91Q: 3 clusters Score -4185704 nChanged 7
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	Iteration 92Q: 3 clusters Score -4185704 nChanged 10
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	Iteration 93Q: 3 clusters Score -4185707 nChanged 5
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	Iteration 94Q: 3 clusters Score -4185712 nChanged 7
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	Iteration 96Q: 3 clusters Score -4185719 nChanged 5
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	Iteration 97Q: 3 clusters Score -4185722 nChanged 5
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	Iteration 100F: 3 clusters Score -4185724 nChanged 6
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	Iteration 103Q: 3 clusters Score -4185727 nChanged 0
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	Iteration 104F: 3 clusters Score -4185727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18910 members 
Mstep: Class 3 contains 4557 members 
Mstep: Class 4 contains 24231 members 
Mstep: Class 5 contains 18755 members 
Mstep: Class 6 contains 14984 members 
Mstep: Class 7 contains 121040 members 
Mstep: Class 8 contains 41202 members 
Mstep: Class 9 contains 12536 members 
Mstep: Class 10 contains 174688 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4420 members 
Mstep: Class 13 contains 6775 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1749 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 20304 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 28621 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 22618 members 
Mstep: Class 24 contains 1445 members 
Mstep: Class 25 contains 38892 members 
Mstep: Class 26 contains 10481 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 5372 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 3640 members 
Mstep: Class 31 contains 5382 members 
Mstep: Class 32 contains 15730 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 1267 members 
Entering Unmasked Estep 
Score: -65947368.000000 Penalty: 73876.734375
Splitting cluster 8 changes total score from -65948052.000000 to -65947368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (12536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Entering Unmasked Estep 
Score: -1324579.000000 Penalty: 1533.408447
	Iteration 0F: 2 clusters Score -1324579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1315750.250000 Penalty: 3066.816895
	Iteration 0F: 3 clusters Score -1315750 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1318728.375000 Penalty: 3066.816895
	Iteration 1F: 3 clusters Score -1318728 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1318990.625000 Penalty: 3066.816895
	Iteration 2F: 3 clusters Score -1318991 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1319214.125000 Penalty: 3066.816895
	Iteration 3Q: 3 clusters Score -1319214 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1319437.375000 Penalty: 3066.816895
	Iteration 4Q: 3 clusters Score -1319437 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1319672.500000 Penalty: 3066.816895
	Iteration 5Q: 3 clusters Score -1319672 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1319913.750000 Penalty: 3066.816895
	Iteration 6Q: 3 clusters Score -1319914 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1320184.375000 Penalty: 3066.816895
	Iteration 7Q: 3 clusters Score -1320184 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1320505.125000 Penalty: 3066.816895
	Iteration 8Q: 3 clusters Score -1320505 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1320914.500000 Penalty: 3066.816895
	Iteration 9F: 3 clusters Score -1320914 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1321343.250000 Penalty: 3066.816895
	Iteration 10F: 3 clusters Score -1321343 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1321755.000000 Penalty: 3066.816895
	Iteration 11Q: 3 clusters Score -1321755 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1322148.875000 Penalty: 3066.816895
	Iteration 12Q: 3 clusters Score -1322149 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1322441.125000 Penalty: 3066.816895
	Iteration 13Q: 3 clusters Score -1322441 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1322668.875000 Penalty: 3066.816895
	Iteration 14Q: 3 clusters Score -1322669 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1322823.000000 Penalty: 3066.816895
	Iteration 15Q: 3 clusters Score -1322823 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1322923.500000 Penalty: 3066.816895
	Iteration 16Q: 3 clusters Score -1322924 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1323005.250000 Penalty: 3066.816895
	Iteration 17Q: 3 clusters Score -1323005 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1323061.000000 Penalty: 3066.816895
	Iteration 18Q: 3 clusters Score -1323061 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1323109.250000 Penalty: 3066.816895
	Iteration 19Q: 3 clusters Score -1323109 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1323148.250000 Penalty: 3066.816895
	Iteration 20F: 3 clusters Score -1323148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1323175.625000 Penalty: 3066.816895
	Iteration 21Q: 3 clusters Score -1323176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1323198.750000 Penalty: 3066.816895
	Iteration 22Q: 3 clusters Score -1323199 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1323225.125000 Penalty: 3066.816895
	Iteration 23Q: 3 clusters Score -1323225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1323239.875000 Penalty: 3066.816895
	Iteration 24Q: 3 clusters Score -1323240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1323245.750000 Penalty: 3066.816895
	Iteration 25Q: 3 clusters Score -1323246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1323258.000000 Penalty: 3066.816895
	Iteration 26Q: 3 clusters Score -1323258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1323271.500000 Penalty: 3066.816895
	Iteration 27Q: 3 clusters Score -1323272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1323276.125000 Penalty: 3066.816895
	Iteration 28Q: 3 clusters Score -1323276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1323281.750000 Penalty: 3066.816895
	Iteration 29Q: 3 clusters Score -1323282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1323287.000000 Penalty: 3066.816895
	Iteration 30Q: 3 clusters Score -1323287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1323290.125000 Penalty: 3066.816895
	Iteration 31Q: 3 clusters Score -1323290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1323293.625000 Penalty: 3066.816895
	Iteration 32Q: 3 clusters Score -1323294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1323294.500000 Penalty: 3066.816895
	Iteration 33Q: 3 clusters Score -1323294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1323299.250000 Penalty: 3066.816895
	Iteration 34Q: 3 clusters Score -1323299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1323301.750000 Penalty: 3066.816895
	Iteration 35Q: 3 clusters Score -1323302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1323301.500000 Penalty: 3066.816895
	Iteration 36Q: 3 clusters Score -1323302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1323302.625000 Penalty: 3066.816895
	Iteration 37Q: 3 clusters Score -1323303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1323304.625000 Penalty: 3066.816895
	Iteration 38Q: 3 clusters Score -1323305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1323307.250000 Penalty: 3066.816895
	Iteration 39Q: 3 clusters Score -1323307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1323309.625000 Penalty: 3066.816895
	Iteration 40F: 3 clusters Score -1323310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1323309.500000 Penalty: 3066.816895
	Iteration 41Q: 3 clusters Score -1323310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1323309.500000 Penalty: 3066.816895
	Iteration 42F: 3 clusters Score -1323310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (174688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174688 members 
Entering Unmasked Estep 
Score: -18751218.000000 Penalty: 1961.498047
	Iteration 0F: 2 clusters Score -1.875122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87573 members 
Mstep: Class 2 contains 87115 members 
Entering Unmasked Estep 
Score: -18641332.000000 Penalty: 3922.996094
	Iteration 0F: 3 clusters Score -1.864133e+07 nChanged 84601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89870 members 
Mstep: Class 2 contains 84818 members 
Entering Unmasked Estep 
Score: -18691048.000000 Penalty: 3922.996094
	Iteration 1F: 3 clusters Score -1.869105e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90933 members 
Mstep: Class 2 contains 83755 members 
Entering Unmasked Estep 
Score: -18692940.000000 Penalty: 3922.996094
	Iteration 2Q: 3 clusters Score -1.869294e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92578 members 
Mstep: Class 2 contains 82110 members 
Entering Unmasked Estep 
Score: -18695472.000000 Penalty: 3922.996094
	Iteration 3Q: 3 clusters Score -1.869547e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94856 members 
Mstep: Class 2 contains 79832 members 
Entering Unmasked Estep 
Score: -18698904.000000 Penalty: 3922.996094
	Iteration 4Q: 3 clusters Score -1.86989e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98105 members 
Mstep: Class 2 contains 76583 members 
Entering Unmasked Estep 
Score: -18703564.000000 Penalty: 3922.996094
	Iteration 5Q: 3 clusters Score -1.870356e+07 nChanged 9462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102279 members 
Mstep: Class 2 contains 72409 members 
Entering Unmasked Estep 
Score: -18708854.000000 Penalty: 3922.996094
	Iteration 6F: 3 clusters Score -1.870885e+07 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107238 members 
Mstep: Class 2 contains 67450 members 
Entering Unmasked Estep 
Score: -18714174.000000 Penalty: 3922.996094
	Iteration 7F: 3 clusters Score -1.871417e+07 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112763 members 
Mstep: Class 2 contains 61925 members 
Entering Unmasked Estep 
Score: -18719140.000000 Penalty: 3922.996094
	Iteration 8F: 3 clusters Score -1.871914e+07 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118514 members 
Mstep: Class 2 contains 56174 members 
Entering Unmasked Estep 
Score: -18723332.000000 Penalty: 3922.996094
	Iteration 9Q: 3 clusters Score -1.872333e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124433 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -18727086.000000 Penalty: 3922.996094
	Iteration 10Q: 3 clusters Score -1.872709e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130272 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -18730356.000000 Penalty: 3922.996094
	Iteration 11Q: 3 clusters Score -1.873036e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136032 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -18733546.000000 Penalty: 3922.996094
	Iteration 12Q: 3 clusters Score -1.873355e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141648 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -18736304.000000 Penalty: 3922.996094
	Iteration 13Q: 3 clusters Score -1.87363e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146678 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -18738974.000000 Penalty: 3922.996094
	Iteration 14Q: 3 clusters Score -1.873897e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151350 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -18741396.000000 Penalty: 3922.996094
	Iteration 15Q: 3 clusters Score -1.87414e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155552 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -18743400.000000 Penalty: 3922.996094
	Iteration 16Q: 3 clusters Score -1.87434e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159188 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -18744714.000000 Penalty: 3922.996094
	Iteration 17Q: 3 clusters Score -1.874471e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162176 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -18745764.000000 Penalty: 3922.996094
	Iteration 18Q: 3 clusters Score -1.874576e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164584 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -18746638.000000 Penalty: 3922.996094
	Iteration 19Q: 3 clusters Score -1.874664e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166512 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -18747394.000000 Penalty: 3922.996094
	Iteration 20F: 3 clusters Score -1.874739e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168112 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -18747932.000000 Penalty: 3922.996094
	Iteration 21Q: 3 clusters Score -1.874793e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169408 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -18748236.000000 Penalty: 3922.996094
	Iteration 22Q: 3 clusters Score -1.874824e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170400 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -18748674.000000 Penalty: 3922.996094
	Iteration 23Q: 3 clusters Score -1.874867e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171160 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -18748894.000000 Penalty: 3922.996094
	Iteration 24Q: 3 clusters Score -1.874889e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171736 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -18749040.000000 Penalty: 3922.996094
	Iteration 25Q: 3 clusters Score -1.874904e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172176 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -18749234.000000 Penalty: 3922.996094
	Iteration 26Q: 3 clusters Score -1.874923e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172502 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -18749304.000000 Penalty: 3922.996094
	Iteration 27Q: 3 clusters Score -1.87493e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172763 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -18749402.000000 Penalty: 3922.996094
	Iteration 28Q: 3 clusters Score -1.87494e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172971 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -18749464.000000 Penalty: 3922.996094
	Iteration 29Q: 3 clusters Score -1.874946e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173122 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -18749520.000000 Penalty: 3922.996094
	Iteration 30Q: 3 clusters Score -1.874952e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173248 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -18749618.000000 Penalty: 3922.996094
	Iteration 31Q: 3 clusters Score -1.874962e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173355 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -18749694.000000 Penalty: 3922.996094
	Iteration 32Q: 3 clusters Score -1.874969e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173446 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -18749748.000000 Penalty: 3922.996094
	Iteration 33Q: 3 clusters Score -1.874975e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173511 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -18749808.000000 Penalty: 3922.996094
	Iteration 34Q: 3 clusters Score -1.874981e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173575 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -18749860.000000 Penalty: 3922.996094
	Iteration 35Q: 3 clusters Score -1.874986e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173622 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -18749920.000000 Penalty: 3922.996094
	Iteration 36Q: 3 clusters Score -1.874992e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173645 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -18749952.000000 Penalty: 3922.996094
	Iteration 37Q: 3 clusters Score -1.874995e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173653 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -18749970.000000 Penalty: 3922.996094
	Iteration 38Q: 3 clusters Score -1.874997e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173666 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -18750004.000000 Penalty: 3922.996094
	Iteration 39Q: 3 clusters Score -1.875e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173676 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -18750024.000000 Penalty: 3922.996094
	Iteration 40F: 3 clusters Score -1.875002e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173680 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -18750034.000000 Penalty: 3922.996094
	Iteration 41Q: 3 clusters Score -1.875003e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173688 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -18750044.000000 Penalty: 3922.996094
	Iteration 42Q: 3 clusters Score -1.875004e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173693 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -18750074.000000 Penalty: 3922.996094
	Iteration 43Q: 3 clusters Score -1.875007e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173692 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -18750098.000000 Penalty: 3922.996094
	Iteration 44Q: 3 clusters Score -1.87501e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173697 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -18750136.000000 Penalty: 3922.996094
	Iteration 45Q: 3 clusters Score -1.875014e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173708 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -18750150.000000 Penalty: 3922.996094
	Iteration 46Q: 3 clusters Score -1.875015e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173717 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -18750156.000000 Penalty: 3922.996094
	Iteration 47Q: 3 clusters Score -1.875016e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173731 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -18750176.000000 Penalty: 3922.996094
	Iteration 48Q: 3 clusters Score -1.875018e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173741 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -18750202.000000 Penalty: 3922.996094
	Iteration 49Q: 3 clusters Score -1.87502e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173740 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -18750218.000000 Penalty: 3922.996094
	Iteration 50Q: 3 clusters Score -1.875022e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173739 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -18750228.000000 Penalty: 3922.996094
	Iteration 51Q: 3 clusters Score -1.875023e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173740 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -18750250.000000 Penalty: 3922.996094
	Iteration 52Q: 3 clusters Score -1.875025e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173736 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -18750244.000000 Penalty: 3922.996094
	Iteration 53Q: 3 clusters Score -1.875024e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173732 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -18750270.000000 Penalty: 3922.996094
	Iteration 54Q: 3 clusters Score -1.875027e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173729 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -18750282.000000 Penalty: 3922.996094
	Iteration 55Q: 3 clusters Score -1.875028e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173724 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -18750302.000000 Penalty: 3922.996094
	Iteration 56Q: 3 clusters Score -1.87503e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173718 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -18750310.000000 Penalty: 3922.996094
	Iteration 57Q: 3 clusters Score -1.875031e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173709 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -18750326.000000 Penalty: 3922.996094
	Iteration 58Q: 3 clusters Score -1.875033e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173702 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -18750334.000000 Penalty: 3922.996094
	Iteration 59Q: 3 clusters Score -1.875033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173698 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -18750342.000000 Penalty: 3922.996094
	Iteration 60F: 3 clusters Score -1.875034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173697 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -18750342.000000 Penalty: 3922.996094
	Iteration 61Q: 3 clusters Score -1.875034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173691 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -18750346.000000 Penalty: 3922.996094
	Iteration 62Q: 3 clusters Score -1.875035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173686 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -18750350.000000 Penalty: 3922.996094
	Iteration 63Q: 3 clusters Score -1.875035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173682 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -18750364.000000 Penalty: 3922.996094
	Iteration 64Q: 3 clusters Score -1.875036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173678 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -18750354.000000 Penalty: 3922.996094
	Iteration 65Q: 3 clusters Score -1.875035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173676 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -18750344.000000 Penalty: 3922.996094
	Iteration 66Q: 3 clusters Score -1.875034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173674 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -18750346.000000 Penalty: 3922.996094
	Iteration 67Q: 3 clusters Score -1.875035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173675 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -18750350.000000 Penalty: 3922.996094
	Iteration 68Q: 3 clusters Score -1.875035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173677 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -18750346.000000 Penalty: 3922.996094
	Iteration 69Q: 3 clusters Score -1.875035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173677 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -18750350.000000 Penalty: 3922.996094
	Iteration 70Q: 3 clusters Score -1.875035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173676 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -18750360.000000 Penalty: 3922.996094
	Iteration 71Q: 3 clusters Score -1.875036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173676 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -18750360.000000 Penalty: 3922.996094
	Iteration 72F: 3 clusters Score -1.875036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -21592.429688 Penalty: 879.392456
	Iteration 0F: 2 clusters Score -21592.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -20798.671875 Penalty: 1758.784912
	Iteration 0F: 3 clusters Score -20798.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20890.912109 Penalty: 1758.784912
	Iteration 1F: 3 clusters Score -20890.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20938.408203 Penalty: 1758.784912
	Iteration 2F: 3 clusters Score -20938.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20944.892578 Penalty: 1758.784912
	Iteration 3Q: 3 clusters Score -20944.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20948.763672 Penalty: 1758.784912
	Iteration 4Q: 3 clusters Score -20948.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20950.482422 Penalty: 1758.784912
	Iteration 5Q: 3 clusters Score -20950.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20959.050781 Penalty: 1758.784912
	Iteration 6Q: 3 clusters Score -20959.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20968.523438 Penalty: 1758.784912
	Iteration 7Q: 3 clusters Score -20968.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20972.582031 Penalty: 1758.784912
	Iteration 8Q: 3 clusters Score -20972.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20973.851562 Penalty: 1758.784912
	Iteration 9Q: 3 clusters Score -20973.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20973.851562 Penalty: 1758.784912
	Iteration 10F: 3 clusters Score -20973.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Entering Unmasked Estep 
Score: -463425.062500 Penalty: 1364.007935
	Iteration 0F: 2 clusters Score -463425.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -459794.187500 Penalty: 2728.015869
	Iteration 0F: 3 clusters Score -459794.2 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -460855.468750 Penalty: 2728.015869
	Iteration 1F: 3 clusters Score -460855.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -461146.843750 Penalty: 2728.015869
	Iteration 2F: 3 clusters Score -461146.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -461415.750000 Penalty: 2728.015869
	Iteration 3F: 3 clusters Score -461415.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -461673.437500 Penalty: 2728.015869
	Iteration 4F: 3 clusters Score -461673.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -461868.218750 Penalty: 2728.015869
	Iteration 5F: 3 clusters Score -461868.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -462007.343750 Penalty: 2728.015869
	Iteration 6Q: 3 clusters Score -462007.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -462122.406250 Penalty: 2728.015869
	Iteration 7Q: 3 clusters Score -462122.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -462199.750000 Penalty: 2728.015869
	Iteration 8Q: 3 clusters Score -462199.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -462273.218750 Penalty: 2728.015869
	Iteration 9Q: 3 clusters Score -462273.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -462332.625000 Penalty: 2728.015869
	Iteration 10Q: 3 clusters Score -462332.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -462380.343750 Penalty: 2728.015869
	Iteration 11Q: 3 clusters Score -462380.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -462411.375000 Penalty: 2728.015869
	Iteration 12Q: 3 clusters Score -462411.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -462438.031250 Penalty: 2728.015869
	Iteration 13Q: 3 clusters Score -462438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -462458.437500 Penalty: 2728.015869
	Iteration 14Q: 3 clusters Score -462458.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -462476.031250 Penalty: 2728.015869
	Iteration 15Q: 3 clusters Score -462476 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -462493.937500 Penalty: 2728.015869
	Iteration 16Q: 3 clusters Score -462493.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -462503.968750 Penalty: 2728.015869
	Iteration 17Q: 3 clusters Score -462504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -462510.812500 Penalty: 2728.015869
	Iteration 18Q: 3 clusters Score -462510.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -462514.093750 Penalty: 2728.015869
	Iteration 19Q: 3 clusters Score -462514.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -462515.062500 Penalty: 2728.015869
	Iteration 20F: 3 clusters Score -462515.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -462518.312500 Penalty: 2728.015869
	Iteration 21Q: 3 clusters Score -462518.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -462519.593750 Penalty: 2728.015869
	Iteration 22Q: 3 clusters Score -462519.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -462522.968750 Penalty: 2728.015869
	Iteration 23Q: 3 clusters Score -462523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -462523.781250 Penalty: 2728.015869
	Iteration 24Q: 3 clusters Score -462523.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -462526.593750 Penalty: 2728.015869
	Iteration 25Q: 3 clusters Score -462526.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -462527.906250 Penalty: 2728.015869
	Iteration 26Q: 3 clusters Score -462527.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -462528.968750 Penalty: 2728.015869
	Iteration 27Q: 3 clusters Score -462529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -462528.968750 Penalty: 2728.015869
	Iteration 28F: 3 clusters Score -462529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Entering Unmasked Estep 
Score: -650077.125000 Penalty: 1433.411621
	Iteration 0F: 2 clusters Score -650077.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -644994.062500 Penalty: 2866.823242
	Iteration 0F: 3 clusters Score -644994.1 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -646621.937500 Penalty: 2866.823242
	Iteration 1F: 3 clusters Score -646621.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -646894.812500 Penalty: 2866.823242
	Iteration 2F: 3 clusters Score -646894.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -647141.750000 Penalty: 2866.823242
	Iteration 3F: 3 clusters Score -647141.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -647350.062500 Penalty: 2866.823242
	Iteration 4F: 3 clusters Score -647350.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -647550.937500 Penalty: 2866.823242
	Iteration 5Q: 3 clusters Score -647550.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -647780.000000 Penalty: 2866.823242
	Iteration 6Q: 3 clusters Score -647780 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -648006.062500 Penalty: 2866.823242
	Iteration 7Q: 3 clusters Score -648006.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -648197.562500 Penalty: 2866.823242
	Iteration 8Q: 3 clusters Score -648197.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -648362.875000 Penalty: 2866.823242
	Iteration 9Q: 3 clusters Score -648362.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -648501.437500 Penalty: 2866.823242
	Iteration 10Q: 3 clusters Score -648501.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -648610.500000 Penalty: 2866.823242
	Iteration 11Q: 3 clusters Score -648610.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -648709.687500 Penalty: 2866.823242
	Iteration 12Q: 3 clusters Score -648709.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -648784.625000 Penalty: 2866.823242
	Iteration 13Q: 3 clusters Score -648784.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -648854.500000 Penalty: 2866.823242
	Iteration 14Q: 3 clusters Score -648854.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -648905.812500 Penalty: 2866.823242
	Iteration 15Q: 3 clusters Score -648905.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -648938.812500 Penalty: 2866.823242
	Iteration 16Q: 3 clusters Score -648938.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -648969.000000 Penalty: 2866.823242
	Iteration 17Q: 3 clusters Score -648969 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -648991.625000 Penalty: 2866.823242
	Iteration 18Q: 3 clusters Score -648991.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -649013.750000 Penalty: 2866.823242
	Iteration 19Q: 3 clusters Score -649013.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -649030.812500 Penalty: 2866.823242
	Iteration 20F: 3 clusters Score -649030.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -649041.750000 Penalty: 2866.823242
	Iteration 21Q: 3 clusters Score -649041.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -649050.312500 Penalty: 2866.823242
	Iteration 22Q: 3 clusters Score -649050.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -649052.875000 Penalty: 2866.823242
	Iteration 23Q: 3 clusters Score -649052.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -649059.125000 Penalty: 2866.823242
	Iteration 24Q: 3 clusters Score -649059.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -649061.375000 Penalty: 2866.823242
	Iteration 25Q: 3 clusters Score -649061.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -649063.312500 Penalty: 2866.823242
	Iteration 26Q: 3 clusters Score -649063.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -649063.750000 Penalty: 2866.823242
	Iteration 27Q: 3 clusters Score -649063.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -649066.250000 Penalty: 2866.823242
	Iteration 28Q: 3 clusters Score -649066.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -649067.312500 Penalty: 2866.823242
	Iteration 29Q: 3 clusters Score -649067.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -649068.000000 Penalty: 2866.823242
	Iteration 30Q: 3 clusters Score -649068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -649069.250000 Penalty: 2866.823242
	Iteration 31Q: 3 clusters Score -649069.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -649070.750000 Penalty: 2866.823242
	Iteration 32Q: 3 clusters Score -649070.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -649073.812500 Penalty: 2866.823242
	Iteration 33Q: 3 clusters Score -649073.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -649075.000000 Penalty: 2866.823242
	Iteration 34Q: 3 clusters Score -649075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -649076.250000 Penalty: 2866.823242
	Iteration 35Q: 3 clusters Score -649076.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -649076.937500 Penalty: 2866.823242
	Iteration 36Q: 3 clusters Score -649076.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -649076.437500 Penalty: 2866.823242
	Iteration 37Q: 3 clusters Score -649076.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -649075.812500 Penalty: 2866.823242
	Iteration 38Q: 3 clusters Score -649075.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -649076.937500 Penalty: 2866.823242
	Iteration 39Q: 3 clusters Score -649076.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -649080.000000 Penalty: 2866.823242
	Iteration 40F: 3 clusters Score -649080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -649080.000000 Penalty: 2866.823242
	Iteration 41Q: 3 clusters Score -649080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -649079.750000 Penalty: 2866.823242
	Iteration 42Q: 3 clusters Score -649079.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -649079.625000 Penalty: 2866.823242
	Iteration 43Q: 3 clusters Score -649079.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -649079.250000 Penalty: 2866.823242
	Iteration 44Q: 3 clusters Score -649079.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -649079.375000 Penalty: 2866.823242
	Iteration 45Q: 3 clusters Score -649079.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -649080.500000 Penalty: 2866.823242
	Iteration 46Q: 3 clusters Score -649080.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -649081.187500 Penalty: 2866.823242
	Iteration 47Q: 3 clusters Score -649081.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -649081.312500 Penalty: 2866.823242
	Iteration 48Q: 3 clusters Score -649081.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -649080.812500 Penalty: 2866.823242
	Iteration 49Q: 3 clusters Score -649080.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -649081.812500 Penalty: 2866.823242
	Iteration 50Q: 3 clusters Score -649081.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -649085.500000 Penalty: 2866.823242
	Iteration 51Q: 3 clusters Score -649085.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -649085.250000 Penalty: 2866.823242
	Iteration 52Q: 3 clusters Score -649085.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -649087.375000 Penalty: 2866.823242
	Iteration 53Q: 3 clusters Score -649087.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -649088.500000 Penalty: 2866.823242
	Iteration 54Q: 3 clusters Score -649088.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -649089.625000 Penalty: 2866.823242
	Iteration 55Q: 3 clusters Score -649089.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -649089.500000 Penalty: 2866.823242
	Iteration 56Q: 3 clusters Score -649089.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -649091.062500 Penalty: 2866.823242
	Iteration 57Q: 3 clusters Score -649091.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -649092.125000 Penalty: 2866.823242
	Iteration 58Q: 3 clusters Score -649092.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -649094.562500 Penalty: 2866.823242
	Iteration 59Q: 3 clusters Score -649094.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -649098.062500 Penalty: 2866.823242
	Iteration 60F: 3 clusters Score -649098.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -649101.125000 Penalty: 2866.823242
	Iteration 61Q: 3 clusters Score -649101.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -649102.875000 Penalty: 2866.823242
	Iteration 62Q: 3 clusters Score -649102.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -649107.937500 Penalty: 2866.823242
	Iteration 63Q: 3 clusters Score -649107.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -649108.125000 Penalty: 2866.823242
	Iteration 64Q: 3 clusters Score -649108.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -649110.812500 Penalty: 2866.823242
	Iteration 65Q: 3 clusters Score -649110.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -649112.812500 Penalty: 2866.823242
	Iteration 66Q: 3 clusters Score -649112.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -649114.625000 Penalty: 2866.823242
	Iteration 67Q: 3 clusters Score -649114.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -649116.687500 Penalty: 2866.823242
	Iteration 68Q: 3 clusters Score -649116.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -649118.375000 Penalty: 2866.823242
	Iteration 69Q: 3 clusters Score -649118.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -649120.375000 Penalty: 2866.823242
	Iteration 70Q: 3 clusters Score -649120.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -649124.687500 Penalty: 2866.823242
	Iteration 71Q: 3 clusters Score -649124.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -649127.187500 Penalty: 2866.823242
	Iteration 72Q: 3 clusters Score -649127.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -649131.187500 Penalty: 2866.823242
	Iteration 73Q: 3 clusters Score -649131.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -649132.875000 Penalty: 2866.823242
	Iteration 74Q: 3 clusters Score -649132.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -649134.937500 Penalty: 2866.823242
	Iteration 75Q: 3 clusters Score -649134.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -649136.750000 Penalty: 2866.823242
	Iteration 76Q: 3 clusters Score -649136.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -649140.625000 Penalty: 2866.823242
	Iteration 77Q: 3 clusters Score -649140.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -649146.312500 Penalty: 2866.823242
	Iteration 78Q: 3 clusters Score -649146.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -649148.187500 Penalty: 2866.823242
	Iteration 79Q: 3 clusters Score -649148.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -649151.812500 Penalty: 2866.823242
	Iteration 80F: 3 clusters Score -649151.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -649153.500000 Penalty: 2866.823242
	Iteration 81Q: 3 clusters Score -649153.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -649153.875000 Penalty: 2866.823242
	Iteration 82Q: 3 clusters Score -649153.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -649154.875000 Penalty: 2866.823242
	Iteration 83Q: 3 clusters Score -649154.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -649155.937500 Penalty: 2866.823242
	Iteration 84Q: 3 clusters Score -649155.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -649158.625000 Penalty: 2866.823242
	Iteration 85Q: 3 clusters Score -649158.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -649160.062500 Penalty: 2866.823242
	Iteration 86Q: 3 clusters Score -649160.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -649162.125000 Penalty: 2866.823242
	Iteration 87Q: 3 clusters Score -649162.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -649162.562500 Penalty: 2866.823242
	Iteration 88Q: 3 clusters Score -649162.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -649163.625000 Penalty: 2866.823242
	Iteration 89Q: 3 clusters Score -649163.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -649163.812500 Penalty: 2866.823242
	Iteration 90Q: 3 clusters Score -649163.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -649165.000000 Penalty: 2866.823242
	Iteration 91Q: 3 clusters Score -649165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -649165.437500 Penalty: 2866.823242
	Iteration 92Q: 3 clusters Score -649165.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -649166.687500 Penalty: 2866.823242
	Iteration 93Q: 3 clusters Score -649166.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -649166.375000 Penalty: 2866.823242
	Iteration 94Q: 3 clusters Score -649166.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -649166.375000 Penalty: 2866.823242
	Iteration 95F: 3 clusters Score -649166.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Entering Unmasked Estep 
Score: -88699.570312 Penalty: 1121.695679
	Iteration 0F: 2 clusters Score -88699.57 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 511 members 
Entering Unmasked Estep 
Score: -87270.648438 Penalty: 2243.391357
	Iteration 0F: 3 clusters Score -87270.65 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -87659.218750 Penalty: 2243.391357
	Iteration 1F: 3 clusters Score -87659.22 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -87793.484375 Penalty: 2243.391357
	Iteration 2F: 3 clusters Score -87793.48 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -87856.796875 Penalty: 2243.391357
	Iteration 3F: 3 clusters Score -87856.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -87888.843750 Penalty: 2243.391357
	Iteration 4Q: 3 clusters Score -87888.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -87915.218750 Penalty: 2243.391357
	Iteration 5Q: 3 clusters Score -87915.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -87930.179688 Penalty: 2243.391357
	Iteration 6Q: 3 clusters Score -87930.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -87941.343750 Penalty: 2243.391357
	Iteration 7Q: 3 clusters Score -87941.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -87948.125000 Penalty: 2243.391357
	Iteration 8Q: 3 clusters Score -87948.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -87955.671875 Penalty: 2243.391357
	Iteration 9Q: 3 clusters Score -87955.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -87961.390625 Penalty: 2243.391357
	Iteration 10Q: 3 clusters Score -87961.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -87969.312500 Penalty: 2243.391357
	Iteration 11Q: 3 clusters Score -87969.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -87980.070312 Penalty: 2243.391357
	Iteration 12Q: 3 clusters Score -87980.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -87992.015625 Penalty: 2243.391357
	Iteration 13Q: 3 clusters Score -87992.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -88002.789062 Penalty: 2243.391357
	Iteration 14Q: 3 clusters Score -88002.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -88014.132812 Penalty: 2243.391357
	Iteration 15Q: 3 clusters Score -88014.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -88017.609375 Penalty: 2243.391357
	Iteration 16Q: 3 clusters Score -88017.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -88020.414062 Penalty: 2243.391357
	Iteration 17Q: 3 clusters Score -88020.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -88025.132812 Penalty: 2243.391357
	Iteration 18Q: 3 clusters Score -88025.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -88026.265625 Penalty: 2243.391357
	Iteration 19Q: 3 clusters Score -88026.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -88027.367188 Penalty: 2243.391357
	Iteration 20F: 3 clusters Score -88027.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -88028.484375 Penalty: 2243.391357
	Iteration 21Q: 3 clusters Score -88028.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -88028.484375 Penalty: 2243.391357
	Iteration 22F: 3 clusters Score -88028.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Entering Unmasked Estep 
Score: -395396.875000 Penalty: 1345.244507
	Iteration 0F: 2 clusters Score -395396.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -392116.781250 Penalty: 2690.489014
	Iteration 0F: 3 clusters Score -392116.8 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -393033.718750 Penalty: 2690.489014
	Iteration 1F: 3 clusters Score -393033.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -393222.062500 Penalty: 2690.489014
	Iteration 2F: 3 clusters Score -393222.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -393385.968750 Penalty: 2690.489014
	Iteration 3F: 3 clusters Score -393386 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -393515.218750 Penalty: 2690.489014
	Iteration 4F: 3 clusters Score -393515.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -393604.437500 Penalty: 2690.489014
	Iteration 5Q: 3 clusters Score -393604.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -393686.281250 Penalty: 2690.489014
	Iteration 6Q: 3 clusters Score -393686.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -393753.406250 Penalty: 2690.489014
	Iteration 7Q: 3 clusters Score -393753.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -393817.031250 Penalty: 2690.489014
	Iteration 8Q: 3 clusters Score -393817 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -393879.843750 Penalty: 2690.489014
	Iteration 9Q: 3 clusters Score -393879.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -393945.625000 Penalty: 2690.489014
	Iteration 10Q: 3 clusters Score -393945.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -394006.000000 Penalty: 2690.489014
	Iteration 11Q: 3 clusters Score -394006 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -394051.593750 Penalty: 2690.489014
	Iteration 12Q: 3 clusters Score -394051.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -394087.218750 Penalty: 2690.489014
	Iteration 13Q: 3 clusters Score -394087.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -394123.593750 Penalty: 2690.489014
	Iteration 14Q: 3 clusters Score -394123.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -394146.531250 Penalty: 2690.489014
	Iteration 15Q: 3 clusters Score -394146.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -394159.312500 Penalty: 2690.489014
	Iteration 16Q: 3 clusters Score -394159.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -394172.781250 Penalty: 2690.489014
	Iteration 17Q: 3 clusters Score -394172.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -394187.937500 Penalty: 2690.489014
	Iteration 18Q: 3 clusters Score -394187.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -394207.281250 Penalty: 2690.489014
	Iteration 19Q: 3 clusters Score -394207.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -394222.625000 Penalty: 2690.489014
	Iteration 20F: 3 clusters Score -394222.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -394232.687500 Penalty: 2690.489014
	Iteration 21Q: 3 clusters Score -394232.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -394242.000000 Penalty: 2690.489014
	Iteration 22Q: 3 clusters Score -394242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -394251.000000 Penalty: 2690.489014
	Iteration 23Q: 3 clusters Score -394251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -394259.031250 Penalty: 2690.489014
	Iteration 24Q: 3 clusters Score -394259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -394266.406250 Penalty: 2690.489014
	Iteration 25Q: 3 clusters Score -394266.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -394277.781250 Penalty: 2690.489014
	Iteration 26Q: 3 clusters Score -394277.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -394284.562500 Penalty: 2690.489014
	Iteration 27Q: 3 clusters Score -394284.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -394291.125000 Penalty: 2690.489014
	Iteration 28Q: 3 clusters Score -394291.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -394298.312500 Penalty: 2690.489014
	Iteration 29Q: 3 clusters Score -394298.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -394304.437500 Penalty: 2690.489014
	Iteration 30Q: 3 clusters Score -394304.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -394309.156250 Penalty: 2690.489014
	Iteration 31Q: 3 clusters Score -394309.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -394311.718750 Penalty: 2690.489014
	Iteration 32Q: 3 clusters Score -394311.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -394314.125000 Penalty: 2690.489014
	Iteration 33Q: 3 clusters Score -394314.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -394316.968750 Penalty: 2690.489014
	Iteration 34Q: 3 clusters Score -394317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -394321.750000 Penalty: 2690.489014
	Iteration 35Q: 3 clusters Score -394321.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -394322.625000 Penalty: 2690.489014
	Iteration 36Q: 3 clusters Score -394322.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -394325.468750 Penalty: 2690.489014
	Iteration 37Q: 3 clusters Score -394325.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -394328.593750 Penalty: 2690.489014
	Iteration 38Q: 3 clusters Score -394328.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -394331.781250 Penalty: 2690.489014
	Iteration 39Q: 3 clusters Score -394331.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -394333.968750 Penalty: 2690.489014
	Iteration 40F: 3 clusters Score -394334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -394335.062500 Penalty: 2690.489014
	Iteration 41Q: 3 clusters Score -394335.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -394336.593750 Penalty: 2690.489014
	Iteration 42Q: 3 clusters Score -394336.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -394337.218750 Penalty: 2690.489014
	Iteration 43Q: 3 clusters Score -394337.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -394338.218750 Penalty: 2690.489014
	Iteration 44Q: 3 clusters Score -394338.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -394338.968750 Penalty: 2690.489014
	Iteration 45Q: 3 clusters Score -394339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -394338.906250 Penalty: 2690.489014
	Iteration 46Q: 3 clusters Score -394338.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -394340.718750 Penalty: 2690.489014
	Iteration 47Q: 3 clusters Score -394340.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -394340.593750 Penalty: 2690.489014
	Iteration 48Q: 3 clusters Score -394340.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -394342.656250 Penalty: 2690.489014
	Iteration 49Q: 3 clusters Score -394342.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -394347.000000 Penalty: 2690.489014
	Iteration 50Q: 3 clusters Score -394347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -394350.562500 Penalty: 2690.489014
	Iteration 51Q: 3 clusters Score -394350.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -394355.437500 Penalty: 2690.489014
	Iteration 52Q: 3 clusters Score -394355.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -394361.218750 Penalty: 2690.489014
	Iteration 53Q: 3 clusters Score -394361.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -394365.062500 Penalty: 2690.489014
	Iteration 54Q: 3 clusters Score -394365.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -394367.531250 Penalty: 2690.489014
	Iteration 55Q: 3 clusters Score -394367.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -394371.062500 Penalty: 2690.489014
	Iteration 56Q: 3 clusters Score -394371.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -394373.906250 Penalty: 2690.489014
	Iteration 57Q: 3 clusters Score -394373.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -394377.218750 Penalty: 2690.489014
	Iteration 58Q: 3 clusters Score -394377.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -394378.156250 Penalty: 2690.489014
	Iteration 59Q: 3 clusters Score -394378.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -394379.687500 Penalty: 2690.489014
	Iteration 60F: 3 clusters Score -394379.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -394382.000000 Penalty: 2690.489014
	Iteration 61Q: 3 clusters Score -394382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -394382.281250 Penalty: 2690.489014
	Iteration 62Q: 3 clusters Score -394382.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -394383.562500 Penalty: 2690.489014
	Iteration 63Q: 3 clusters Score -394383.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -394383.343750 Penalty: 2690.489014
	Iteration 64Q: 3 clusters Score -394383.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -394383.343750 Penalty: 2690.489014
	Iteration 65F: 3 clusters Score -394383.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Entering Unmasked Estep 
Score: -179796.406250 Penalty: 1213.354858
	Iteration 0F: 2 clusters Score -179796.4 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 852 members 
Entering Unmasked Estep 
Score: -177832.312500 Penalty: 2426.709717
	Iteration 0F: 3 clusters Score -177832.3 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -178244.703125 Penalty: 2426.709717
	Iteration 1F: 3 clusters Score -178244.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -178356.218750 Penalty: 2426.709717
	Iteration 2F: 3 clusters Score -178356.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -178405.875000 Penalty: 2426.709717
	Iteration 3Q: 3 clusters Score -178405.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -178429.625000 Penalty: 2426.709717
	Iteration 4Q: 3 clusters Score -178429.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -178443.125000 Penalty: 2426.709717
	Iteration 5Q: 3 clusters Score -178443.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -178453.843750 Penalty: 2426.709717
	Iteration 6Q: 3 clusters Score -178453.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -178460.390625 Penalty: 2426.709717
	Iteration 7Q: 3 clusters Score -178460.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -178467.250000 Penalty: 2426.709717
	Iteration 8Q: 3 clusters Score -178467.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -178470.718750 Penalty: 2426.709717
	Iteration 9Q: 3 clusters Score -178470.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -178473.484375 Penalty: 2426.709717
	Iteration 10Q: 3 clusters Score -178473.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -178474.203125 Penalty: 2426.709717
	Iteration 11Q: 3 clusters Score -178474.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -178474.406250 Penalty: 2426.709717
	Iteration 12Q: 3 clusters Score -178474.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -178475.000000 Penalty: 2426.709717
	Iteration 13Q: 3 clusters Score -178475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -178475.000000 Penalty: 2426.709717
	Iteration 14F: 3 clusters Score -178475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Entering Unmasked Estep 
Score: -211214.921875 Penalty: 1238.205200
	Iteration 0F: 2 clusters Score -211214.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -209136.703125 Penalty: 2476.410400
	Iteration 0F: 3 clusters Score -209136.7 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -209550.031250 Penalty: 2476.410400
	Iteration 1F: 3 clusters Score -209550 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -209638.140625 Penalty: 2476.410400
	Iteration 2F: 3 clusters Score -209638.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -209699.078125 Penalty: 2476.410400
	Iteration 3Q: 3 clusters Score -209699.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -209752.109375 Penalty: 2476.410400
	Iteration 4Q: 3 clusters Score -209752.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -209810.875000 Penalty: 2476.410400
	Iteration 5Q: 3 clusters Score -209810.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -209853.218750 Penalty: 2476.410400
	Iteration 6Q: 3 clusters Score -209853.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -209897.078125 Penalty: 2476.410400
	Iteration 7Q: 3 clusters Score -209897.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -209937.859375 Penalty: 2476.410400
	Iteration 8Q: 3 clusters Score -209937.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -209979.687500 Penalty: 2476.410400
	Iteration 9Q: 3 clusters Score -209979.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -210015.968750 Penalty: 2476.410400
	Iteration 10Q: 3 clusters Score -210016 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -210050.468750 Penalty: 2476.410400
	Iteration 11Q: 3 clusters Score -210050.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -210078.031250 Penalty: 2476.410400
	Iteration 12Q: 3 clusters Score -210078 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -210104.718750 Penalty: 2476.410400
	Iteration 13Q: 3 clusters Score -210104.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -210125.906250 Penalty: 2476.410400
	Iteration 14Q: 3 clusters Score -210125.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -210141.406250 Penalty: 2476.410400
	Iteration 15Q: 3 clusters Score -210141.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -210154.890625 Penalty: 2476.410400
	Iteration 16Q: 3 clusters Score -210154.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -210165.171875 Penalty: 2476.410400
	Iteration 17Q: 3 clusters Score -210165.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -210171.609375 Penalty: 2476.410400
	Iteration 18Q: 3 clusters Score -210171.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -210178.937500 Penalty: 2476.410400
	Iteration 19Q: 3 clusters Score -210178.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -210186.281250 Penalty: 2476.410400
	Iteration 20F: 3 clusters Score -210186.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -210191.812500 Penalty: 2476.410400
	Iteration 21Q: 3 clusters Score -210191.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -210194.562500 Penalty: 2476.410400
	Iteration 22Q: 3 clusters Score -210194.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -210196.406250 Penalty: 2476.410400
	Iteration 23Q: 3 clusters Score -210196.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -210198.546875 Penalty: 2476.410400
	Iteration 24Q: 3 clusters Score -210198.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -210200.406250 Penalty: 2476.410400
	Iteration 25Q: 3 clusters Score -210200.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -210201.562500 Penalty: 2476.410400
	Iteration 26Q: 3 clusters Score -210201.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -210202.296875 Penalty: 2476.410400
	Iteration 27Q: 3 clusters Score -210202.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -210202.296875 Penalty: 2476.410400
	Iteration 28F: 3 clusters Score -210202.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Entering Unmasked Estep 
Score: -2094272.375000 Penalty: 1611.768188
	Iteration 0F: 2 clusters Score -2094272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2080453.250000 Penalty: 3223.536377
	Iteration 0F: 3 clusters Score -2080453 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2085950.000000 Penalty: 3223.536377
	Iteration 1F: 3 clusters Score -2085950 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2087058.250000 Penalty: 3223.536377
	Iteration 2F: 3 clusters Score -2087058 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2088326.750000 Penalty: 3223.536377
	Iteration 3F: 3 clusters Score -2088327 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2089689.875000 Penalty: 3223.536377
	Iteration 4F: 3 clusters Score -2089690 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2090946.000000 Penalty: 3223.536377
	Iteration 5F: 3 clusters Score -2090946 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2091809.125000 Penalty: 3223.536377
	Iteration 6F: 3 clusters Score -2091809 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2092430.875000 Penalty: 3223.536377
	Iteration 7F: 3 clusters Score -2092431 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2092754.625000 Penalty: 3223.536377
	Iteration 8Q: 3 clusters Score -2092755 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2092929.875000 Penalty: 3223.536377
	Iteration 9Q: 3 clusters Score -2092930 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2093023.250000 Penalty: 3223.536377
	Iteration 10Q: 3 clusters Score -2093023 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2093099.875000 Penalty: 3223.536377
	Iteration 11Q: 3 clusters Score -2093100 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2093166.250000 Penalty: 3223.536377
	Iteration 12Q: 3 clusters Score -2093166 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2093245.250000 Penalty: 3223.536377
	Iteration 13Q: 3 clusters Score -2093245 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2093340.875000 Penalty: 3223.536377
	Iteration 14Q: 3 clusters Score -2093341 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2093434.125000 Penalty: 3223.536377
	Iteration 15Q: 3 clusters Score -2093434 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2093526.250000 Penalty: 3223.536377
	Iteration 16Q: 3 clusters Score -2093526 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2093604.000000 Penalty: 3223.536377
	Iteration 17Q: 3 clusters Score -2093604 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2093679.375000 Penalty: 3223.536377
	Iteration 18Q: 3 clusters Score -2093679 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2093743.000000 Penalty: 3223.536377
	Iteration 19Q: 3 clusters Score -2093743 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2093790.625000 Penalty: 3223.536377
	Iteration 20F: 3 clusters Score -2093791 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2093832.500000 Penalty: 3223.536377
	Iteration 21Q: 3 clusters Score -2093832 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2093860.875000 Penalty: 3223.536377
	Iteration 22Q: 3 clusters Score -2093861 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2093878.000000 Penalty: 3223.536377
	Iteration 23Q: 3 clusters Score -2093878 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2093883.500000 Penalty: 3223.536377
	Iteration 24Q: 3 clusters Score -2093884 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2093899.250000 Penalty: 3223.536377
	Iteration 25Q: 3 clusters Score -2093899 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2093908.875000 Penalty: 3223.536377
	Iteration 26Q: 3 clusters Score -2093909 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2093917.000000 Penalty: 3223.536377
	Iteration 27Q: 3 clusters Score -2093917 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2093918.750000 Penalty: 3223.536377
	Iteration 28Q: 3 clusters Score -2093919 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2093925.500000 Penalty: 3223.536377
	Iteration 29Q: 3 clusters Score -2093926 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -2093941.000000 Penalty: 3223.536377
	Iteration 30Q: 3 clusters Score -2093941 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2093943.875000 Penalty: 3223.536377
	Iteration 31Q: 3 clusters Score -2093944 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2093948.750000 Penalty: 3223.536377
	Iteration 32Q: 3 clusters Score -2093949 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2093952.500000 Penalty: 3223.536377
	Iteration 33Q: 3 clusters Score -2093952 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2093958.125000 Penalty: 3223.536377
	Iteration 34Q: 3 clusters Score -2093958 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2093961.000000 Penalty: 3223.536377
	Iteration 35Q: 3 clusters Score -2093961 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2093960.875000 Penalty: 3223.536377
	Iteration 36Q: 3 clusters Score -2093961 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2093961.625000 Penalty: 3223.536377
	Iteration 37Q: 3 clusters Score -2093962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2093968.500000 Penalty: 3223.536377
	Iteration 38Q: 3 clusters Score -2093968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2093971.625000 Penalty: 3223.536377
	Iteration 39Q: 3 clusters Score -2093972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2093981.875000 Penalty: 3223.536377
	Iteration 40F: 3 clusters Score -2093982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2093982.375000 Penalty: 3223.536377
	Iteration 41Q: 3 clusters Score -2093982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -2093983.500000 Penalty: 3223.536377
	Iteration 42Q: 3 clusters Score -2093984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2093981.250000 Penalty: 3223.536377
	Iteration 43Q: 3 clusters Score -2093981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2093986.875000 Penalty: 3223.536377
	Iteration 44Q: 3 clusters Score -2093987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2093984.125000 Penalty: 3223.536377
	Iteration 45Q: 3 clusters Score -2093984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2093986.000000 Penalty: 3223.536377
	Iteration 46Q: 3 clusters Score -2093986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2093987.750000 Penalty: 3223.536377
	Iteration 47Q: 3 clusters Score -2093988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2093988.625000 Penalty: 3223.536377
	Iteration 48Q: 3 clusters Score -2093989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2093990.000000 Penalty: 3223.536377
	Iteration 49Q: 3 clusters Score -2093990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2093986.000000 Penalty: 3223.536377
	Iteration 50Q: 3 clusters Score -2093986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2093989.625000 Penalty: 3223.536377
	Iteration 51Q: 3 clusters Score -2093990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2093991.000000 Penalty: 3223.536377
	Iteration 52Q: 3 clusters Score -2093991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2093991.250000 Penalty: 3223.536377
	Iteration 53Q: 3 clusters Score -2093991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2093991.500000 Penalty: 3223.536377
	Iteration 54Q: 3 clusters Score -2093992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2093992.125000 Penalty: 3223.536377
	Iteration 55Q: 3 clusters Score -2093992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2093990.750000 Penalty: 3223.536377
	Iteration 56Q: 3 clusters Score -2093991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -2093990.125000 Penalty: 3223.536377
	Iteration 57Q: 3 clusters Score -2093990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2093986.625000 Penalty: 3223.536377
	Iteration 58Q: 3 clusters Score -2093987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2093988.875000 Penalty: 3223.536377
	Iteration 59Q: 3 clusters Score -2093989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2093988.875000 Penalty: 3223.536377
	Iteration 60F: 3 clusters Score -2093989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -2093991.000000 Penalty: 3223.536377
	Iteration 61Q: 3 clusters Score -2093991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2093989.750000 Penalty: 3223.536377
	Iteration 62Q: 3 clusters Score -2093990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2093993.000000 Penalty: 3223.536377
	Iteration 63Q: 3 clusters Score -2093993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2093993.625000 Penalty: 3223.536377
	Iteration 64Q: 3 clusters Score -2093994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2093993.625000 Penalty: 3223.536377
	Iteration 65F: 3 clusters Score -2093994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Entering Unmasked Estep 
Score: -2955506.250000 Penalty: 1665.017456
	Iteration 0F: 2 clusters Score -2955506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2936547.000000 Penalty: 3330.034912
	Iteration 0F: 3 clusters Score -2936547 nChanged 12933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2943836.250000 Penalty: 3330.034912
	Iteration 1F: 3 clusters Score -2943836 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2944467.750000 Penalty: 3330.034912
	Iteration 2F: 3 clusters Score -2944468 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2945220.500000 Penalty: 3330.034912
	Iteration 3F: 3 clusters Score -2945220 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2946160.500000 Penalty: 3330.034912
	Iteration 4F: 3 clusters Score -2946160 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2947286.750000 Penalty: 3330.034912
	Iteration 5F: 3 clusters Score -2947287 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2948587.000000 Penalty: 3330.034912
	Iteration 6F: 3 clusters Score -2948587 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2950025.750000 Penalty: 3330.034912
	Iteration 7F: 3 clusters Score -2950026 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2951654.500000 Penalty: 3330.034912
	Iteration 8F: 3 clusters Score -2951654 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2953184.250000 Penalty: 3330.034912
	Iteration 9Q: 3 clusters Score -2953184 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2954080.500000 Penalty: 3330.034912
	Iteration 10Q: 3 clusters Score -2954080 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2954424.000000 Penalty: 3330.034912
	Iteration 11Q: 3 clusters Score -2954424 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2954564.500000 Penalty: 3330.034912
	Iteration 12Q: 3 clusters Score -2954564 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -2954623.750000 Penalty: 3330.034912
	Iteration 13Q: 3 clusters Score -2954624 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2954669.000000 Penalty: 3330.034912
	Iteration 14Q: 3 clusters Score -2954669 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2954700.500000 Penalty: 3330.034912
	Iteration 15Q: 3 clusters Score -2954700 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2954722.250000 Penalty: 3330.034912
	Iteration 16Q: 3 clusters Score -2954722 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2954733.750000 Penalty: 3330.034912
	Iteration 17Q: 3 clusters Score -2954734 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2954738.500000 Penalty: 3330.034912
	Iteration 18Q: 3 clusters Score -2954738 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2954748.000000 Penalty: 3330.034912
	Iteration 19Q: 3 clusters Score -2954748 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2954754.000000 Penalty: 3330.034912
	Iteration 20F: 3 clusters Score -2954754 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2954766.750000 Penalty: 3330.034912
	Iteration 21Q: 3 clusters Score -2954767 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2954778.500000 Penalty: 3330.034912
	Iteration 22Q: 3 clusters Score -2954778 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2954772.000000 Penalty: 3330.034912
	Iteration 23Q: 3 clusters Score -2954772 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2954779.750000 Penalty: 3330.034912
	Iteration 24Q: 3 clusters Score -2954780 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2954788.250000 Penalty: 3330.034912
	Iteration 25Q: 3 clusters Score -2954788 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2954789.500000 Penalty: 3330.034912
	Iteration 26Q: 3 clusters Score -2954790 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2954791.000000 Penalty: 3330.034912
	Iteration 27Q: 3 clusters Score -2954791 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2954793.500000 Penalty: 3330.034912
	Iteration 28Q: 3 clusters Score -2954794 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2954803.250000 Penalty: 3330.034912
	Iteration 29Q: 3 clusters Score -2954803 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2954809.000000 Penalty: 3330.034912
	Iteration 30Q: 3 clusters Score -2954809 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2954805.750000 Penalty: 3330.034912
	Iteration 31Q: 3 clusters Score -2954806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2954812.000000 Penalty: 3330.034912
	Iteration 32Q: 3 clusters Score -2954812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2954814.000000 Penalty: 3330.034912
	Iteration 33Q: 3 clusters Score -2954814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2954815.500000 Penalty: 3330.034912
	Iteration 34Q: 3 clusters Score -2954816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2954819.750000 Penalty: 3330.034912
	Iteration 35Q: 3 clusters Score -2954820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2954809.750000 Penalty: 3330.034912
	Iteration 36Q: 3 clusters Score -2954810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2954809.500000 Penalty: 3330.034912
	Iteration 37Q: 3 clusters Score -2954810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -2954817.250000 Penalty: 3330.034912
	Iteration 38Q: 3 clusters Score -2954817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2954822.250000 Penalty: 3330.034912
	Iteration 39Q: 3 clusters Score -2954822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2954827.000000 Penalty: 3330.034912
	Iteration 40F: 3 clusters Score -2954827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2954827.250000 Penalty: 3330.034912
	Iteration 41Q: 3 clusters Score -2954827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2954829.000000 Penalty: 3330.034912
	Iteration 42Q: 3 clusters Score -2954829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2954825.250000 Penalty: 3330.034912
	Iteration 43Q: 3 clusters Score -2954825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2954826.250000 Penalty: 3330.034912
	Iteration 44Q: 3 clusters Score -2954826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2954828.500000 Penalty: 3330.034912
	Iteration 45Q: 3 clusters Score -2954828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2954826.750000 Penalty: 3330.034912
	Iteration 46Q: 3 clusters Score -2954827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2954828.750000 Penalty: 3330.034912
	Iteration 47Q: 3 clusters Score -2954829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2954831.250000 Penalty: 3330.034912
	Iteration 48Q: 3 clusters Score -2954831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2954833.500000 Penalty: 3330.034912
	Iteration 49Q: 3 clusters Score -2954834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2954833.750000 Penalty: 3330.034912
	Iteration 50Q: 3 clusters Score -2954834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2954831.250000 Penalty: 3330.034912
	Iteration 51Q: 3 clusters Score -2954831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2954834.000000 Penalty: 3330.034912
	Iteration 52Q: 3 clusters Score -2954834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2954833.750000 Penalty: 3330.034912
	Iteration 53Q: 3 clusters Score -2954834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2954831.250000 Penalty: 3330.034912
	Iteration 54Q: 3 clusters Score -2954831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2954833.250000 Penalty: 3330.034912
	Iteration 55Q: 3 clusters Score -2954833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2954833.750000 Penalty: 3330.034912
	Iteration 56Q: 3 clusters Score -2954834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2954834.250000 Penalty: 3330.034912
	Iteration 57Q: 3 clusters Score -2954834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2954832.250000 Penalty: 3330.034912
	Iteration 58Q: 3 clusters Score -2954832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2954835.750000 Penalty: 3330.034912
	Iteration 59Q: 3 clusters Score -2954836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2954837.250000 Penalty: 3330.034912
	Iteration 60F: 3 clusters Score -2954837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2954830.250000 Penalty: 3330.034912
	Iteration 61Q: 3 clusters Score -2954830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2954830.750000 Penalty: 3330.034912
	Iteration 62Q: 3 clusters Score -2954831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2954828.000000 Penalty: 3330.034912
	Iteration 63Q: 3 clusters Score -2954828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2954831.000000 Penalty: 3330.034912
	Iteration 64Q: 3 clusters Score -2954831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2954827.000000 Penalty: 3330.034912
	Iteration 65Q: 3 clusters Score -2954827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2954826.000000 Penalty: 3330.034912
	Iteration 66Q: 3 clusters Score -2954826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2954826.000000 Penalty: 3330.034912
	Iteration 67F: 3 clusters Score -2954826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Entering Unmasked Estep 
Score: -3038106.500000 Penalty: 1667.558105
	Iteration 0F: 2 clusters Score -3038106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -3018853.000000 Penalty: 3335.116211
	Iteration 0F: 3 clusters Score -3018853 nChanged 13049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -3026211.500000 Penalty: 3335.116211
	Iteration 1F: 3 clusters Score -3026212 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -3026742.500000 Penalty: 3335.116211
	Iteration 2Q: 3 clusters Score -3026742 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -3027442.000000 Penalty: 3335.116211
	Iteration 3Q: 3 clusters Score -3027442 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -3028222.250000 Penalty: 3335.116211
	Iteration 4F: 3 clusters Score -3028222 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -3029069.000000 Penalty: 3335.116211
	Iteration 5F: 3 clusters Score -3029069 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -3029953.750000 Penalty: 3335.116211
	Iteration 6F: 3 clusters Score -3029954 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -3030781.500000 Penalty: 3335.116211
	Iteration 7F: 3 clusters Score -3030782 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -3031544.000000 Penalty: 3335.116211
	Iteration 8Q: 3 clusters Score -3031544 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -3032329.000000 Penalty: 3335.116211
	Iteration 9Q: 3 clusters Score -3032329 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -3033092.000000 Penalty: 3335.116211
	Iteration 10Q: 3 clusters Score -3033092 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -3033728.250000 Penalty: 3335.116211
	Iteration 11Q: 3 clusters Score -3033728 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -3034234.500000 Penalty: 3335.116211
	Iteration 12Q: 3 clusters Score -3034234 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -3034675.250000 Penalty: 3335.116211
	Iteration 13Q: 3 clusters Score -3034675 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -3035044.250000 Penalty: 3335.116211
	Iteration 14Q: 3 clusters Score -3035044 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -3035383.250000 Penalty: 3335.116211
	Iteration 15Q: 3 clusters Score -3035383 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -3035677.500000 Penalty: 3335.116211
	Iteration 16Q: 3 clusters Score -3035678 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -3035931.750000 Penalty: 3335.116211
	Iteration 17Q: 3 clusters Score -3035932 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -3036124.500000 Penalty: 3335.116211
	Iteration 18Q: 3 clusters Score -3036124 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -3036358.250000 Penalty: 3335.116211
	Iteration 19Q: 3 clusters Score -3036358 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -3036555.750000 Penalty: 3335.116211
	Iteration 20F: 3 clusters Score -3036556 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -3036738.250000 Penalty: 3335.116211
	Iteration 21Q: 3 clusters Score -3036738 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -3036860.500000 Penalty: 3335.116211
	Iteration 22Q: 3 clusters Score -3036860 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -3036945.000000 Penalty: 3335.116211
	Iteration 23Q: 3 clusters Score -3036945 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -3037004.500000 Penalty: 3335.116211
	Iteration 24Q: 3 clusters Score -3037004 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -3037053.750000 Penalty: 3335.116211
	Iteration 25Q: 3 clusters Score -3037054 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -3037080.250000 Penalty: 3335.116211
	Iteration 26Q: 3 clusters Score -3037080 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -3037093.250000 Penalty: 3335.116211
	Iteration 27Q: 3 clusters Score -3037093 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -3037110.250000 Penalty: 3335.116211
	Iteration 28Q: 3 clusters Score -3037110 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -3037120.250000 Penalty: 3335.116211
	Iteration 29Q: 3 clusters Score -3037120 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -3037142.500000 Penalty: 3335.116211
	Iteration 30Q: 3 clusters Score -3037142 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -3037156.250000 Penalty: 3335.116211
	Iteration 31Q: 3 clusters Score -3037156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -3037157.500000 Penalty: 3335.116211
	Iteration 32Q: 3 clusters Score -3037158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -3037171.250000 Penalty: 3335.116211
	Iteration 33Q: 3 clusters Score -3037171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -3037174.000000 Penalty: 3335.116211
	Iteration 34Q: 3 clusters Score -3037174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -3037183.500000 Penalty: 3335.116211
	Iteration 35Q: 3 clusters Score -3037184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -3037186.000000 Penalty: 3335.116211
	Iteration 36Q: 3 clusters Score -3037186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -3037186.000000 Penalty: 3335.116211
	Iteration 37Q: 3 clusters Score -3037186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -3037187.750000 Penalty: 3335.116211
	Iteration 38Q: 3 clusters Score -3037188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -3037192.500000 Penalty: 3335.116211
	Iteration 39Q: 3 clusters Score -3037192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -3037194.750000 Penalty: 3335.116211
	Iteration 40F: 3 clusters Score -3037195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -3037195.250000 Penalty: 3335.116211
	Iteration 41Q: 3 clusters Score -3037195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -3037204.250000 Penalty: 3335.116211
	Iteration 42Q: 3 clusters Score -3037204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -3037203.500000 Penalty: 3335.116211
	Iteration 43Q: 3 clusters Score -3037204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -3037204.750000 Penalty: 3335.116211
	Iteration 44Q: 3 clusters Score -3037205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3037205.250000 Penalty: 3335.116211
	Iteration 45Q: 3 clusters Score -3037205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -3037206.750000 Penalty: 3335.116211
	Iteration 46Q: 3 clusters Score -3037207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -3037209.000000 Penalty: 3335.116211
	Iteration 47Q: 3 clusters Score -3037209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -3037206.750000 Penalty: 3335.116211
	Iteration 48Q: 3 clusters Score -3037207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -3037207.250000 Penalty: 3335.116211
	Iteration 49Q: 3 clusters Score -3037207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -3037210.500000 Penalty: 3335.116211
	Iteration 50Q: 3 clusters Score -3037210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -3037210.500000 Penalty: 3335.116211
	Iteration 51Q: 3 clusters Score -3037210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -3037212.250000 Penalty: 3335.116211
	Iteration 52Q: 3 clusters Score -3037212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -3037212.250000 Penalty: 3335.116211
	Iteration 53F: 3 clusters Score -3037212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -97805.992188 Penalty: 1119.723999
	Iteration 0F: 2 clusters Score -97805.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -96449.398438 Penalty: 2239.447998
	Iteration 0F: 3 clusters Score -96449.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -96660.617188 Penalty: 2239.447998
	Iteration 1F: 3 clusters Score -96660.62 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -96718.453125 Penalty: 2239.447998
	Iteration 2F: 3 clusters Score -96718.45 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -96747.351562 Penalty: 2239.447998
	Iteration 3Q: 3 clusters Score -96747.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -96761.382812 Penalty: 2239.447998
	Iteration 4Q: 3 clusters Score -96761.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -96775.031250 Penalty: 2239.447998
	Iteration 5Q: 3 clusters Score -96775.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -96781.390625 Penalty: 2239.447998
	Iteration 6Q: 3 clusters Score -96781.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -96787.281250 Penalty: 2239.447998
	Iteration 7Q: 3 clusters Score -96787.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -96790.031250 Penalty: 2239.447998
	Iteration 8Q: 3 clusters Score -96790.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -96792.531250 Penalty: 2239.447998
	Iteration 9Q: 3 clusters Score -96792.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -96795.320312 Penalty: 2239.447998
	Iteration 10Q: 3 clusters Score -96795.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -96797.937500 Penalty: 2239.447998
	Iteration 11Q: 3 clusters Score -96797.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -96800.718750 Penalty: 2239.447998
	Iteration 12Q: 3 clusters Score -96800.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -96800.882812 Penalty: 2239.447998
	Iteration 13Q: 3 clusters Score -96800.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -96800.882812 Penalty: 2239.447998
	Iteration 14F: 3 clusters Score -96800.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -94757.367188 Penalty: 1124.127197
	Iteration 0F: 2 clusters Score -94757.37 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 506 members 
Entering Unmasked Estep 
Score: -93350.109375 Penalty: 2248.254395
	Iteration 0F: 3 clusters Score -93350.11 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -93730.609375 Penalty: 2248.254395
	Iteration 1F: 3 clusters Score -93730.61 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -93842.507812 Penalty: 2248.254395
	Iteration 2F: 3 clusters Score -93842.51 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -93891.445312 Penalty: 2248.254395
	Iteration 3Q: 3 clusters Score -93891.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -93934.765625 Penalty: 2248.254395
	Iteration 4Q: 3 clusters Score -93934.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -93958.968750 Penalty: 2248.254395
	Iteration 5Q: 3 clusters Score -93958.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -93973.070312 Penalty: 2248.254395
	Iteration 6Q: 3 clusters Score -93973.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -93983.632812 Penalty: 2248.254395
	Iteration 7Q: 3 clusters Score -93983.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -93993.414062 Penalty: 2248.254395
	Iteration 8Q: 3 clusters Score -93993.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -94003.328125 Penalty: 2248.254395
	Iteration 9Q: 3 clusters Score -94003.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -94009.468750 Penalty: 2248.254395
	Iteration 10Q: 3 clusters Score -94009.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -94012.093750 Penalty: 2248.254395
	Iteration 11Q: 3 clusters Score -94012.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -94014.062500 Penalty: 2248.254395
	Iteration 12Q: 3 clusters Score -94014.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -94016.703125 Penalty: 2248.254395
	Iteration 13Q: 3 clusters Score -94016.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -94021.773438 Penalty: 2248.254395
	Iteration 14Q: 3 clusters Score -94021.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -94027.812500 Penalty: 2248.254395
	Iteration 15Q: 3 clusters Score -94027.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -94033.203125 Penalty: 2248.254395
	Iteration 16Q: 3 clusters Score -94033.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -94036.757812 Penalty: 2248.254395
	Iteration 17Q: 3 clusters Score -94036.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -94040.281250 Penalty: 2248.254395
	Iteration 18Q: 3 clusters Score -94040.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -94041.984375 Penalty: 2248.254395
	Iteration 19Q: 3 clusters Score -94041.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -94042.492188 Penalty: 2248.254395
	Iteration 20F: 3 clusters Score -94042.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -94043.734375 Penalty: 2248.254395
	Iteration 21Q: 3 clusters Score -94043.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -94043.734375 Penalty: 2248.254395
	Iteration 22F: 3 clusters Score -94043.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Entering Unmasked Estep 
Score: -2402637.500000 Penalty: 1629.306519
	Iteration 0F: 2 clusters Score -2402638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2387227.000000 Penalty: 3258.613037
	Iteration 0F: 3 clusters Score -2387227 nChanged 10269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2392836.250000 Penalty: 3258.613037
	Iteration 1F: 3 clusters Score -2392836 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2393254.250000 Penalty: 3258.613037
	Iteration 2Q: 3 clusters Score -2393254 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2393733.500000 Penalty: 3258.613037
	Iteration 3Q: 3 clusters Score -2393734 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2394328.750000 Penalty: 3258.613037
	Iteration 4F: 3 clusters Score -2394329 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2395092.500000 Penalty: 3258.613037
	Iteration 5F: 3 clusters Score -2395092 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2396149.000000 Penalty: 3258.613037
	Iteration 6F: 3 clusters Score -2396149 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2397371.750000 Penalty: 3258.613037
	Iteration 7F: 3 clusters Score -2397372 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2398608.500000 Penalty: 3258.613037
	Iteration 8F: 3 clusters Score -2398608 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2399693.500000 Penalty: 3258.613037
	Iteration 9F: 3 clusters Score -2399694 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2400493.750000 Penalty: 3258.613037
	Iteration 10Q: 3 clusters Score -2400494 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2400988.000000 Penalty: 3258.613037
	Iteration 11Q: 3 clusters Score -2400988 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2401233.500000 Penalty: 3258.613037
	Iteration 12Q: 3 clusters Score -2401234 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2401352.250000 Penalty: 3258.613037
	Iteration 13Q: 3 clusters Score -2401352 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2401416.750000 Penalty: 3258.613037
	Iteration 14Q: 3 clusters Score -2401417 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2401463.750000 Penalty: 3258.613037
	Iteration 15Q: 3 clusters Score -2401464 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2401481.750000 Penalty: 3258.613037
	Iteration 16Q: 3 clusters Score -2401482 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2401513.250000 Penalty: 3258.613037
	Iteration 17Q: 3 clusters Score -2401513 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2401535.000000 Penalty: 3258.613037
	Iteration 18Q: 3 clusters Score -2401535 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2401558.500000 Penalty: 3258.613037
	Iteration 19Q: 3 clusters Score -2401558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2401572.250000 Penalty: 3258.613037
	Iteration 20F: 3 clusters Score -2401572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2401585.500000 Penalty: 3258.613037
	Iteration 21Q: 3 clusters Score -2401586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2401590.750000 Penalty: 3258.613037
	Iteration 22Q: 3 clusters Score -2401591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2401599.000000 Penalty: 3258.613037
	Iteration 23Q: 3 clusters Score -2401599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2401606.000000 Penalty: 3258.613037
	Iteration 24Q: 3 clusters Score -2401606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2401615.500000 Penalty: 3258.613037
	Iteration 25Q: 3 clusters Score -2401616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2401623.500000 Penalty: 3258.613037
	Iteration 26Q: 3 clusters Score -2401624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2401635.750000 Penalty: 3258.613037
	Iteration 27Q: 3 clusters Score -2401636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2401640.750000 Penalty: 3258.613037
	Iteration 28Q: 3 clusters Score -2401641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2401646.750000 Penalty: 3258.613037
	Iteration 29Q: 3 clusters Score -2401647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2401651.500000 Penalty: 3258.613037
	Iteration 30Q: 3 clusters Score -2401652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2401660.000000 Penalty: 3258.613037
	Iteration 31Q: 3 clusters Score -2401660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2401661.500000 Penalty: 3258.613037
	Iteration 32Q: 3 clusters Score -2401662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2401664.500000 Penalty: 3258.613037
	Iteration 33Q: 3 clusters Score -2401664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2401669.750000 Penalty: 3258.613037
	Iteration 34Q: 3 clusters Score -2401670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2401683.500000 Penalty: 3258.613037
	Iteration 35Q: 3 clusters Score -2401684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2401700.750000 Penalty: 3258.613037
	Iteration 36Q: 3 clusters Score -2401701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2401706.750000 Penalty: 3258.613037
	Iteration 37Q: 3 clusters Score -2401707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2401717.250000 Penalty: 3258.613037
	Iteration 38Q: 3 clusters Score -2401717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2401716.750000 Penalty: 3258.613037
	Iteration 39Q: 3 clusters Score -2401717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2401719.000000 Penalty: 3258.613037
	Iteration 40F: 3 clusters Score -2401719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2401721.750000 Penalty: 3258.613037
	Iteration 41Q: 3 clusters Score -2401722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2401728.500000 Penalty: 3258.613037
	Iteration 42Q: 3 clusters Score -2401728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2401734.000000 Penalty: 3258.613037
	Iteration 43Q: 3 clusters Score -2401734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2401744.000000 Penalty: 3258.613037
	Iteration 44Q: 3 clusters Score -2401744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2401761.500000 Penalty: 3258.613037
	Iteration 45Q: 3 clusters Score -2401762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2401766.750000 Penalty: 3258.613037
	Iteration 46Q: 3 clusters Score -2401767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2401772.750000 Penalty: 3258.613037
	Iteration 47Q: 3 clusters Score -2401773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2401779.750000 Penalty: 3258.613037
	Iteration 48Q: 3 clusters Score -2401780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2401783.750000 Penalty: 3258.613037
	Iteration 49Q: 3 clusters Score -2401784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2401793.000000 Penalty: 3258.613037
	Iteration 50Q: 3 clusters Score -2401793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2401796.500000 Penalty: 3258.613037
	Iteration 51Q: 3 clusters Score -2401796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2401800.500000 Penalty: 3258.613037
	Iteration 52Q: 3 clusters Score -2401800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2401803.750000 Penalty: 3258.613037
	Iteration 53Q: 3 clusters Score -2401804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2401809.750000 Penalty: 3258.613037
	Iteration 54Q: 3 clusters Score -2401810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2401812.250000 Penalty: 3258.613037
	Iteration 55Q: 3 clusters Score -2401812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2401812.750000 Penalty: 3258.613037
	Iteration 56Q: 3 clusters Score -2401813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2401811.500000 Penalty: 3258.613037
	Iteration 57Q: 3 clusters Score -2401812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2401812.500000 Penalty: 3258.613037
	Iteration 58Q: 3 clusters Score -2401812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2401811.500000 Penalty: 3258.613037
	Iteration 59Q: 3 clusters Score -2401812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2401811.500000 Penalty: 3258.613037
	Iteration 60F: 3 clusters Score -2401812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Entering Unmasked Estep 
Score: -128624.789062 Penalty: 1182.328003
	Iteration 0F: 2 clusters Score -128624.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -126908.132812 Penalty: 2364.656006
	Iteration 0F: 3 clusters Score -126908.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -127352.015625 Penalty: 2364.656006
	Iteration 1F: 3 clusters Score -127352 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -127508.585938 Penalty: 2364.656006
	Iteration 2F: 3 clusters Score -127508.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -127615.515625 Penalty: 2364.656006
	Iteration 3F: 3 clusters Score -127615.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -127719.906250 Penalty: 2364.656006
	Iteration 4F: 3 clusters Score -127719.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -127799.125000 Penalty: 2364.656006
	Iteration 5Q: 3 clusters Score -127799.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -127905.921875 Penalty: 2364.656006
	Iteration 6Q: 3 clusters Score -127905.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -127991.085938 Penalty: 2364.656006
	Iteration 7Q: 3 clusters Score -127991.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -128024.632812 Penalty: 2364.656006
	Iteration 8Q: 3 clusters Score -128024.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -128038.554688 Penalty: 2364.656006
	Iteration 9Q: 3 clusters Score -128038.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -128047.281250 Penalty: 2364.656006
	Iteration 10Q: 3 clusters Score -128047.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -128065.406250 Penalty: 2364.656006
	Iteration 11Q: 3 clusters Score -128065.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -128077.875000 Penalty: 2364.656006
	Iteration 12Q: 3 clusters Score -128077.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -128084.343750 Penalty: 2364.656006
	Iteration 13Q: 3 clusters Score -128084.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -128088.164062 Penalty: 2364.656006
	Iteration 14Q: 3 clusters Score -128088.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -128091.828125 Penalty: 2364.656006
	Iteration 15Q: 3 clusters Score -128091.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -128094.382812 Penalty: 2364.656006
	Iteration 16Q: 3 clusters Score -128094.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -128096.039062 Penalty: 2364.656006
	Iteration 17Q: 3 clusters Score -128096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -128097.664062 Penalty: 2364.656006
	Iteration 18Q: 3 clusters Score -128097.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -128098.179688 Penalty: 2364.656006
	Iteration 19Q: 3 clusters Score -128098.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -128098.179688 Penalty: 2364.656006
	Iteration 20F: 3 clusters Score -128098.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (38892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Entering Unmasked Estep 
Score: -4125649.000000 Penalty: 1717.388306
	Iteration 0F: 2 clusters Score -4125649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -4099801.250000 Penalty: 3434.776611
	Iteration 0F: 3 clusters Score -4099801 nChanged 17900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -4109991.750000 Penalty: 3434.776611
	Iteration 1F: 3 clusters Score -4109992 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -4110640.000000 Penalty: 3434.776611
	Iteration 2Q: 3 clusters Score -4110640 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -4111388.250000 Penalty: 3434.776611
	Iteration 3Q: 3 clusters Score -4111388 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -4112182.250000 Penalty: 3434.776611
	Iteration 4Q: 3 clusters Score -4112182 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -4112874.250000 Penalty: 3434.776611
	Iteration 5Q: 3 clusters Score -4112874 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -4113622.750000 Penalty: 3434.776611
	Iteration 6Q: 3 clusters Score -4113623 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -4114437.000000 Penalty: 3434.776611
	Iteration 7Q: 3 clusters Score -4114437 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -4115388.000000 Penalty: 3434.776611
	Iteration 8Q: 3 clusters Score -4115388 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -4116385.750000 Penalty: 3434.776611
	Iteration 9Q: 3 clusters Score -4116386 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -4117351.250000 Penalty: 3434.776611
	Iteration 10Q: 3 clusters Score -4117351 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -4118219.000000 Penalty: 3434.776611
	Iteration 11Q: 3 clusters Score -4118219 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -4118881.250000 Penalty: 3434.776611
	Iteration 12Q: 3 clusters Score -4118881 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -4119354.750000 Penalty: 3434.776611
	Iteration 13Q: 3 clusters Score -4119355 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -4119705.000000 Penalty: 3434.776611
	Iteration 14Q: 3 clusters Score -4119705 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -4120032.750000 Penalty: 3434.776611
	Iteration 15Q: 3 clusters Score -4120033 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -4120401.250000 Penalty: 3434.776611
	Iteration 16Q: 3 clusters Score -4120401 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -4120797.000000 Penalty: 3434.776611
	Iteration 17Q: 3 clusters Score -4120797 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -4121270.000000 Penalty: 3434.776611
	Iteration 18Q: 3 clusters Score -4121270 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -4121834.250000 Penalty: 3434.776611
	Iteration 19Q: 3 clusters Score -4121834 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -4122414.500000 Penalty: 3434.776611
	Iteration 20F: 3 clusters Score -4122414 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -4122981.750000 Penalty: 3434.776611
	Iteration 21Q: 3 clusters Score -4122982 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -4123378.500000 Penalty: 3434.776611
	Iteration 22Q: 3 clusters Score -4123378 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -4123711.250000 Penalty: 3434.776611
	Iteration 23Q: 3 clusters Score -4123711 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -4123987.000000 Penalty: 3434.776611
	Iteration 24Q: 3 clusters Score -4123987 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -4124225.000000 Penalty: 3434.776611
	Iteration 25Q: 3 clusters Score -4124225 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -4124492.000000 Penalty: 3434.776611
	Iteration 26Q: 3 clusters Score -4124492 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -4124777.250000 Penalty: 3434.776611
	Iteration 27Q: 3 clusters Score -4124777 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -4124996.500000 Penalty: 3434.776611
	Iteration 28Q: 3 clusters Score -4124996 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -4125219.500000 Penalty: 3434.776611
	Iteration 29Q: 3 clusters Score -4125220 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -4125345.500000 Penalty: 3434.776611
	Iteration 30Q: 3 clusters Score -4125346 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -4125426.250000 Penalty: 3434.776611
	Iteration 31Q: 3 clusters Score -4125426 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -4125479.000000 Penalty: 3434.776611
	Iteration 32Q: 3 clusters Score -4125479 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -4125518.750000 Penalty: 3434.776611
	Iteration 33Q: 3 clusters Score -4125519 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -4125536.000000 Penalty: 3434.776611
	Iteration 34Q: 3 clusters Score -4125536 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -4125568.750000 Penalty: 3434.776611
	Iteration 35Q: 3 clusters Score -4125569 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -4125578.750000 Penalty: 3434.776611
	Iteration 36Q: 3 clusters Score -4125579 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -4125595.250000 Penalty: 3434.776611
	Iteration 37Q: 3 clusters Score -4125595 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -4125588.250000 Penalty: 3434.776611
	Iteration 38Q: 3 clusters Score -4125588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -4125585.750000 Penalty: 3434.776611
	Iteration 39Q: 3 clusters Score -4125586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -4125592.500000 Penalty: 3434.776611
	Iteration 40F: 3 clusters Score -4125592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -4125592.250000 Penalty: 3434.776611
	Iteration 41Q: 3 clusters Score -4125592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -4125584.500000 Penalty: 3434.776611
	Iteration 42Q: 3 clusters Score -4125584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -4125585.000000 Penalty: 3434.776611
	Iteration 43Q: 3 clusters Score -4125585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -4125584.750000 Penalty: 3434.776611
	Iteration 44Q: 3 clusters Score -4125585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -4125584.000000 Penalty: 3434.776611
	Iteration 45Q: 3 clusters Score -4125584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -4125587.000000 Penalty: 3434.776611
	Iteration 46Q: 3 clusters Score -4125587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -4125573.250000 Penalty: 3434.776611
	Iteration 47Q: 3 clusters Score -4125573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -4125580.000000 Penalty: 3434.776611
	Iteration 48Q: 3 clusters Score -4125580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -4125578.500000 Penalty: 3434.776611
	Iteration 49Q: 3 clusters Score -4125578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -4125579.500000 Penalty: 3434.776611
	Iteration 50Q: 3 clusters Score -4125580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -4125579.500000 Penalty: 3434.776611
	Iteration 51F: 3 clusters Score -4125580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Entering Unmasked Estep 
Score: -1078371.750000 Penalty: 1504.314453
	Iteration 0F: 2 clusters Score -1078372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1070909.625000 Penalty: 3008.628906
	Iteration 0F: 3 clusters Score -1070910 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1073228.875000 Penalty: 3008.628906
	Iteration 1F: 3 clusters Score -1073229 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1073472.375000 Penalty: 3008.628906
	Iteration 2F: 3 clusters Score -1073472 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1073713.125000 Penalty: 3008.628906
	Iteration 3F: 3 clusters Score -1073713 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1073950.500000 Penalty: 3008.628906
	Iteration 4Q: 3 clusters Score -1073950 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1074199.875000 Penalty: 3008.628906
	Iteration 5Q: 3 clusters Score -1074200 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1074465.750000 Penalty: 3008.628906
	Iteration 6Q: 3 clusters Score -1074466 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1074783.125000 Penalty: 3008.628906
	Iteration 7Q: 3 clusters Score -1074783 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1075147.375000 Penalty: 3008.628906
	Iteration 8F: 3 clusters Score -1075147 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1075490.750000 Penalty: 3008.628906
	Iteration 9F: 3 clusters Score -1075491 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1075831.500000 Penalty: 3008.628906
	Iteration 10Q: 3 clusters Score -1075832 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1076132.125000 Penalty: 3008.628906
	Iteration 11Q: 3 clusters Score -1076132 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1076395.375000 Penalty: 3008.628906
	Iteration 12Q: 3 clusters Score -1076395 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1076610.125000 Penalty: 3008.628906
	Iteration 13Q: 3 clusters Score -1076610 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1076765.250000 Penalty: 3008.628906
	Iteration 14Q: 3 clusters Score -1076765 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1076870.625000 Penalty: 3008.628906
	Iteration 15Q: 3 clusters Score -1076871 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1076981.875000 Penalty: 3008.628906
	Iteration 16Q: 3 clusters Score -1076982 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1077071.750000 Penalty: 3008.628906
	Iteration 17Q: 3 clusters Score -1077072 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1077144.250000 Penalty: 3008.628906
	Iteration 18Q: 3 clusters Score -1077144 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1077197.625000 Penalty: 3008.628906
	Iteration 19Q: 3 clusters Score -1077198 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1077229.250000 Penalty: 3008.628906
	Iteration 20F: 3 clusters Score -1077229 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1077257.500000 Penalty: 3008.628906
	Iteration 21Q: 3 clusters Score -1077258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1077269.750000 Penalty: 3008.628906
	Iteration 22Q: 3 clusters Score -1077270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1077275.375000 Penalty: 3008.628906
	Iteration 23Q: 3 clusters Score -1077275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1077282.500000 Penalty: 3008.628906
	Iteration 24Q: 3 clusters Score -1077282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1077288.125000 Penalty: 3008.628906
	Iteration 25Q: 3 clusters Score -1077288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1077287.000000 Penalty: 3008.628906
	Iteration 26Q: 3 clusters Score -1077287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1077288.125000 Penalty: 3008.628906
	Iteration 27Q: 3 clusters Score -1077288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1077291.000000 Penalty: 3008.628906
	Iteration 28Q: 3 clusters Score -1077291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1077291.250000 Penalty: 3008.628906
	Iteration 29Q: 3 clusters Score -1077291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1077290.125000 Penalty: 3008.628906
	Iteration 30Q: 3 clusters Score -1077290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1077290.125000 Penalty: 3008.628906
	Iteration 31F: 3 clusters Score -1077290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Entering Unmasked Estep 
Score: -493534.937500 Penalty: 1374.920044
	Iteration 0F: 2 clusters Score -493534.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -489722.250000 Penalty: 2749.840088
	Iteration 0F: 3 clusters Score -489722.2 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -490732.718750 Penalty: 2749.840088
	Iteration 1F: 3 clusters Score -490732.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -490893.562500 Penalty: 2749.840088
	Iteration 2F: 3 clusters Score -490893.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -491016.562500 Penalty: 2749.840088
	Iteration 3F: 3 clusters Score -491016.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -491122.156250 Penalty: 2749.840088
	Iteration 4Q: 3 clusters Score -491122.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -491226.906250 Penalty: 2749.840088
	Iteration 5Q: 3 clusters Score -491226.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -491316.562500 Penalty: 2749.840088
	Iteration 6Q: 3 clusters Score -491316.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -491367.781250 Penalty: 2749.840088
	Iteration 7Q: 3 clusters Score -491367.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -491403.500000 Penalty: 2749.840088
	Iteration 8Q: 3 clusters Score -491403.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -491436.656250 Penalty: 2749.840088
	Iteration 9Q: 3 clusters Score -491436.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -491465.062500 Penalty: 2749.840088
	Iteration 10Q: 3 clusters Score -491465.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -491500.031250 Penalty: 2749.840088
	Iteration 11Q: 3 clusters Score -491500 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -491533.531250 Penalty: 2749.840088
	Iteration 12Q: 3 clusters Score -491533.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -491564.687500 Penalty: 2749.840088
	Iteration 13Q: 3 clusters Score -491564.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -491594.031250 Penalty: 2749.840088
	Iteration 14Q: 3 clusters Score -491594 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -491627.343750 Penalty: 2749.840088
	Iteration 15Q: 3 clusters Score -491627.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -491652.031250 Penalty: 2749.840088
	Iteration 16Q: 3 clusters Score -491652 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -491682.000000 Penalty: 2749.840088
	Iteration 17Q: 3 clusters Score -491682 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -491721.531250 Penalty: 2749.840088
	Iteration 18Q: 3 clusters Score -491721.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -491763.875000 Penalty: 2749.840088
	Iteration 19Q: 3 clusters Score -491763.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -491811.000000 Penalty: 2749.840088
	Iteration 20F: 3 clusters Score -491811 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -491857.468750 Penalty: 2749.840088
	Iteration 21Q: 3 clusters Score -491857.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -491892.812500 Penalty: 2749.840088
	Iteration 22Q: 3 clusters Score -491892.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -491926.812500 Penalty: 2749.840088
	Iteration 23Q: 3 clusters Score -491926.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -491962.093750 Penalty: 2749.840088
	Iteration 24Q: 3 clusters Score -491962.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -491988.531250 Penalty: 2749.840088
	Iteration 25Q: 3 clusters Score -491988.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -492007.281250 Penalty: 2749.840088
	Iteration 26Q: 3 clusters Score -492007.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -492029.781250 Penalty: 2749.840088
	Iteration 27Q: 3 clusters Score -492029.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -492046.531250 Penalty: 2749.840088
	Iteration 28Q: 3 clusters Score -492046.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -492060.531250 Penalty: 2749.840088
	Iteration 29Q: 3 clusters Score -492060.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -492074.968750 Penalty: 2749.840088
	Iteration 30Q: 3 clusters Score -492075 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -492090.656250 Penalty: 2749.840088
	Iteration 31Q: 3 clusters Score -492090.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -492102.937500 Penalty: 2749.840088
	Iteration 32Q: 3 clusters Score -492102.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -492119.625000 Penalty: 2749.840088
	Iteration 33Q: 3 clusters Score -492119.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -492138.250000 Penalty: 2749.840088
	Iteration 34Q: 3 clusters Score -492138.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -492160.937500 Penalty: 2749.840088
	Iteration 35Q: 3 clusters Score -492160.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -492180.093750 Penalty: 2749.840088
	Iteration 36Q: 3 clusters Score -492180.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -492194.937500 Penalty: 2749.840088
	Iteration 37Q: 3 clusters Score -492194.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -492214.312500 Penalty: 2749.840088
	Iteration 38Q: 3 clusters Score -492214.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -492228.031250 Penalty: 2749.840088
	Iteration 39Q: 3 clusters Score -492228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -492246.562500 Penalty: 2749.840088
	Iteration 40F: 3 clusters Score -492246.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -492262.562500 Penalty: 2749.840088
	Iteration 41Q: 3 clusters Score -492262.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -492277.187500 Penalty: 2749.840088
	Iteration 42Q: 3 clusters Score -492277.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -492288.687500 Penalty: 2749.840088
	Iteration 43Q: 3 clusters Score -492288.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -492302.156250 Penalty: 2749.840088
	Iteration 44Q: 3 clusters Score -492302.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -492316.687500 Penalty: 2749.840088
	Iteration 45Q: 3 clusters Score -492316.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -492330.000000 Penalty: 2749.840088
	Iteration 46Q: 3 clusters Score -492330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -492340.468750 Penalty: 2749.840088
	Iteration 47Q: 3 clusters Score -492340.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -492344.843750 Penalty: 2749.840088
	Iteration 48Q: 3 clusters Score -492344.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -492352.156250 Penalty: 2749.840088
	Iteration 49Q: 3 clusters Score -492352.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -492356.250000 Penalty: 2749.840088
	Iteration 50Q: 3 clusters Score -492356.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -492359.031250 Penalty: 2749.840088
	Iteration 51Q: 3 clusters Score -492359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -492361.250000 Penalty: 2749.840088
	Iteration 52Q: 3 clusters Score -492361.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -492363.187500 Penalty: 2749.840088
	Iteration 53Q: 3 clusters Score -492363.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -492365.687500 Penalty: 2749.840088
	Iteration 54Q: 3 clusters Score -492365.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -492366.968750 Penalty: 2749.840088
	Iteration 55Q: 3 clusters Score -492367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -492368.625000 Penalty: 2749.840088
	Iteration 56Q: 3 clusters Score -492368.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -492368.593750 Penalty: 2749.840088
	Iteration 57Q: 3 clusters Score -492368.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -492368.843750 Penalty: 2749.840088
	Iteration 58Q: 3 clusters Score -492368.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -492369.250000 Penalty: 2749.840088
	Iteration 59Q: 3 clusters Score -492369.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -492369.281250 Penalty: 2749.840088
	Iteration 60F: 3 clusters Score -492369.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -492369.718750 Penalty: 2749.840088
	Iteration 61Q: 3 clusters Score -492369.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -492369.718750 Penalty: 2749.840088
	Iteration 62F: 3 clusters Score -492369.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Entering Unmasked Estep 
Score: -565589.562500 Penalty: 1395.705322
	Iteration 0F: 2 clusters Score -565589.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -561366.812500 Penalty: 2791.410645
	Iteration 0F: 3 clusters Score -561366.8 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -562623.750000 Penalty: 2791.410645
	Iteration 1F: 3 clusters Score -562623.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -562858.187500 Penalty: 2791.410645
	Iteration 2F: 3 clusters Score -562858.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -563034.875000 Penalty: 2791.410645
	Iteration 3F: 3 clusters Score -563034.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -563178.500000 Penalty: 2791.410645
	Iteration 4Q: 3 clusters Score -563178.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -563296.625000 Penalty: 2791.410645
	Iteration 5Q: 3 clusters Score -563296.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -563391.812500 Penalty: 2791.410645
	Iteration 6Q: 3 clusters Score -563391.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -563470.812500 Penalty: 2791.410645
	Iteration 7Q: 3 clusters Score -563470.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -563529.312500 Penalty: 2791.410645
	Iteration 8Q: 3 clusters Score -563529.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -563575.437500 Penalty: 2791.410645
	Iteration 9Q: 3 clusters Score -563575.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -563609.187500 Penalty: 2791.410645
	Iteration 10Q: 3 clusters Score -563609.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -563645.312500 Penalty: 2791.410645
	Iteration 11Q: 3 clusters Score -563645.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -563690.125000 Penalty: 2791.410645
	Iteration 12Q: 3 clusters Score -563690.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -563736.187500 Penalty: 2791.410645
	Iteration 13Q: 3 clusters Score -563736.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -563782.375000 Penalty: 2791.410645
	Iteration 14Q: 3 clusters Score -563782.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -563838.500000 Penalty: 2791.410645
	Iteration 15Q: 3 clusters Score -563838.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -563909.125000 Penalty: 2791.410645
	Iteration 16Q: 3 clusters Score -563909.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -563988.000000 Penalty: 2791.410645
	Iteration 17Q: 3 clusters Score -563988 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -564073.062500 Penalty: 2791.410645
	Iteration 18Q: 3 clusters Score -564073.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -564159.687500 Penalty: 2791.410645
	Iteration 19Q: 3 clusters Score -564159.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -564243.187500 Penalty: 2791.410645
	Iteration 20F: 3 clusters Score -564243.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -564373.625000 Penalty: 2791.410645
	Iteration 21Q: 3 clusters Score -564373.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -564519.437500 Penalty: 2791.410645
	Iteration 22Q: 3 clusters Score -564519.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -564655.812500 Penalty: 2791.410645
	Iteration 23Q: 3 clusters Score -564655.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -564749.625000 Penalty: 2791.410645
	Iteration 24Q: 3 clusters Score -564749.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -564836.750000 Penalty: 2791.410645
	Iteration 25Q: 3 clusters Score -564836.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -564931.062500 Penalty: 2791.410645
	Iteration 26Q: 3 clusters Score -564931.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -565018.187500 Penalty: 2791.410645
	Iteration 27Q: 3 clusters Score -565018.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -565101.250000 Penalty: 2791.410645
	Iteration 28Q: 3 clusters Score -565101.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -565156.437500 Penalty: 2791.410645
	Iteration 29Q: 3 clusters Score -565156.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -565203.125000 Penalty: 2791.410645
	Iteration 30Q: 3 clusters Score -565203.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -565250.062500 Penalty: 2791.410645
	Iteration 31Q: 3 clusters Score -565250.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -565294.187500 Penalty: 2791.410645
	Iteration 32Q: 3 clusters Score -565294.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -565337.062500 Penalty: 2791.410645
	Iteration 33Q: 3 clusters Score -565337.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -565374.437500 Penalty: 2791.410645
	Iteration 34Q: 3 clusters Score -565374.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -565403.062500 Penalty: 2791.410645
	Iteration 35Q: 3 clusters Score -565403.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -565420.000000 Penalty: 2791.410645
	Iteration 36Q: 3 clusters Score -565420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -565426.812500 Penalty: 2791.410645
	Iteration 37Q: 3 clusters Score -565426.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -565429.437500 Penalty: 2791.410645
	Iteration 38Q: 3 clusters Score -565429.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -565430.875000 Penalty: 2791.410645
	Iteration 39Q: 3 clusters Score -565430.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -565432.250000 Penalty: 2791.410645
	Iteration 40F: 3 clusters Score -565432.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -565432.937500 Penalty: 2791.410645
	Iteration 41Q: 3 clusters Score -565432.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -565432.937500 Penalty: 2791.410645
	Iteration 42F: 3 clusters Score -565432.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -10542.351562 Penalty: 823.696960
	Iteration 0F: 2 clusters Score -10542.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10011.220703 Penalty: 1647.393921
	Iteration 0F: 3 clusters Score -10011.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10118.449219 Penalty: 1647.393921
	Iteration 1F: 3 clusters Score -10118.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10139.595703 Penalty: 1647.393921
	Iteration 2F: 3 clusters Score -10139.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -10164.123047 Penalty: 1647.393921
	Iteration 3Q: 3 clusters Score -10164.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -10189.176758 Penalty: 1647.393921
	Iteration 4Q: 3 clusters Score -10189.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10189.993164 Penalty: 1647.393921
	Iteration 5Q: 3 clusters Score -10189.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10189.993164 Penalty: 1647.393921
	Iteration 6F: 3 clusters Score -10189.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Entering Unmasked Estep 
Score: -359708.937500 Penalty: 1332.457520
	Iteration 0F: 2 clusters Score -359708.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -356608.562500 Penalty: 2664.915039
	Iteration 0F: 3 clusters Score -356608.6 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -357510.218750 Penalty: 2664.915039
	Iteration 1F: 3 clusters Score -357510.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -357906.125000 Penalty: 2664.915039
	Iteration 2F: 3 clusters Score -357906.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -358397.531250 Penalty: 2664.915039
	Iteration 3F: 3 clusters Score -358397.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -358941.906250 Penalty: 2664.915039
	Iteration 4F: 3 clusters Score -358941.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -359515.906250 Penalty: 2664.915039
	Iteration 5F: 3 clusters Score -359515.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -359869.750000 Penalty: 2664.915039
	Iteration 6F: 3 clusters Score -359869.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -360032.093750 Penalty: 2664.915039
	Iteration 7Q: 3 clusters Score -360032.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -360192.625000 Penalty: 2664.915039
	Iteration 8Q: 3 clusters Score -360192.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -360282.406250 Penalty: 2664.915039
	Iteration 9Q: 3 clusters Score -360282.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -360312.281250 Penalty: 2664.915039
	Iteration 10Q: 3 clusters Score -360312.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -360322.375000 Penalty: 2664.915039
	Iteration 11Q: 3 clusters Score -360322.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -360333.250000 Penalty: 2664.915039
	Iteration 12Q: 3 clusters Score -360333.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -360338.531250 Penalty: 2664.915039
	Iteration 13Q: 3 clusters Score -360338.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -360340.343750 Penalty: 2664.915039
	Iteration 14Q: 3 clusters Score -360340.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -360342.875000 Penalty: 2664.915039
	Iteration 15Q: 3 clusters Score -360342.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -360348.531250 Penalty: 2664.915039
	Iteration 16Q: 3 clusters Score -360348.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -360354.937500 Penalty: 2664.915039
	Iteration 17Q: 3 clusters Score -360354.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -360363.437500 Penalty: 2664.915039
	Iteration 18Q: 3 clusters Score -360363.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -360380.812500 Penalty: 2664.915039
	Iteration 19Q: 3 clusters Score -360380.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -360405.968750 Penalty: 2664.915039
	Iteration 20F: 3 clusters Score -360406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -360443.125000 Penalty: 2664.915039
	Iteration 21Q: 3 clusters Score -360443.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -360503.562500 Penalty: 2664.915039
	Iteration 22Q: 3 clusters Score -360503.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -360584.343750 Penalty: 2664.915039
	Iteration 23Q: 3 clusters Score -360584.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -360685.250000 Penalty: 2664.915039
	Iteration 24Q: 3 clusters Score -360685.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -360767.218750 Penalty: 2664.915039
	Iteration 25Q: 3 clusters Score -360767.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -360804.843750 Penalty: 2664.915039
	Iteration 26Q: 3 clusters Score -360804.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -360816.375000 Penalty: 2664.915039
	Iteration 27Q: 3 clusters Score -360816.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -360824.093750 Penalty: 2664.915039
	Iteration 28Q: 3 clusters Score -360824.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -360826.250000 Penalty: 2664.915039
	Iteration 29Q: 3 clusters Score -360826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -360826.843750 Penalty: 2664.915039
	Iteration 30Q: 3 clusters Score -360826.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -360826.843750 Penalty: 2664.915039
	Iteration 31F: 3 clusters Score -360826.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18910 members 
Mstep: Class 3 contains 4557 members 
Mstep: Class 4 contains 24231 members 
Mstep: Class 5 contains 18755 members 
Mstep: Class 6 contains 14984 members 
Mstep: Class 7 contains 121040 members 
Mstep: Class 8 contains 42469 members 
Mstep: Class 9 contains 12536 members 
Mstep: Class 10 contains 174688 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4420 members 
Mstep: Class 13 contains 6775 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1749 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 20304 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 28621 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 22618 members 
Mstep: Class 24 contains 1445 members 
Mstep: Class 25 contains 38892 members 
Mstep: Class 26 contains 10481 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 5372 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1515 members 
Mstep: Class 31 contains 5382 members 
Mstep: Class 32 contains 15730 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2125 members 
Entering Unmasked Estep 
Score: -65948284.000000 Penalty: 73876.734375
Splitting cluster 30 changes total score from -65948052.000000 to -65948284.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 31 (5382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Entering Unmasked Estep 
Score: -500179.718750 Penalty: 1396.007568
	Iteration 0F: 2 clusters Score -500179.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -495985.125000 Penalty: 2792.015137
	Iteration 0F: 3 clusters Score -495985.1 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -497517.468750 Penalty: 2792.015137
	Iteration 1F: 3 clusters Score -497517.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -497846.750000 Penalty: 2792.015137
	Iteration 2F: 3 clusters Score -497846.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -498117.625000 Penalty: 2792.015137
	Iteration 3F: 3 clusters Score -498117.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -498335.781250 Penalty: 2792.015137
	Iteration 4F: 3 clusters Score -498335.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -498500.468750 Penalty: 2792.015137
	Iteration 5Q: 3 clusters Score -498500.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -498634.375000 Penalty: 2792.015137
	Iteration 6Q: 3 clusters Score -498634.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -498742.531250 Penalty: 2792.015137
	Iteration 7Q: 3 clusters Score -498742.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -498829.656250 Penalty: 2792.015137
	Iteration 8Q: 3 clusters Score -498829.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -498881.937500 Penalty: 2792.015137
	Iteration 9Q: 3 clusters Score -498881.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -498928.468750 Penalty: 2792.015137
	Iteration 10Q: 3 clusters Score -498928.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -498959.531250 Penalty: 2792.015137
	Iteration 11Q: 3 clusters Score -498959.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -498983.562500 Penalty: 2792.015137
	Iteration 12Q: 3 clusters Score -498983.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -498999.281250 Penalty: 2792.015137
	Iteration 13Q: 3 clusters Score -498999.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -499009.531250 Penalty: 2792.015137
	Iteration 14Q: 3 clusters Score -499009.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -499017.625000 Penalty: 2792.015137
	Iteration 15Q: 3 clusters Score -499017.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -499030.093750 Penalty: 2792.015137
	Iteration 16Q: 3 clusters Score -499030.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -499039.593750 Penalty: 2792.015137
	Iteration 17Q: 3 clusters Score -499039.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -499051.000000 Penalty: 2792.015137
	Iteration 18Q: 3 clusters Score -499051 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -499065.218750 Penalty: 2792.015137
	Iteration 19Q: 3 clusters Score -499065.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -499078.312500 Penalty: 2792.015137
	Iteration 20F: 3 clusters Score -499078.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -499087.187500 Penalty: 2792.015137
	Iteration 21Q: 3 clusters Score -499087.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -499094.968750 Penalty: 2792.015137
	Iteration 22Q: 3 clusters Score -499095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -499105.593750 Penalty: 2792.015137
	Iteration 23Q: 3 clusters Score -499105.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -499118.218750 Penalty: 2792.015137
	Iteration 24Q: 3 clusters Score -499118.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -499132.093750 Penalty: 2792.015137
	Iteration 25Q: 3 clusters Score -499132.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -499149.062500 Penalty: 2792.015137
	Iteration 26Q: 3 clusters Score -499149.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -499165.625000 Penalty: 2792.015137
	Iteration 27Q: 3 clusters Score -499165.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -499182.531250 Penalty: 2792.015137
	Iteration 28Q: 3 clusters Score -499182.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -499197.531250 Penalty: 2792.015137
	Iteration 29Q: 3 clusters Score -499197.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -499210.062500 Penalty: 2792.015137
	Iteration 30Q: 3 clusters Score -499210.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -499218.437500 Penalty: 2792.015137
	Iteration 31Q: 3 clusters Score -499218.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -499226.687500 Penalty: 2792.015137
	Iteration 32Q: 3 clusters Score -499226.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -499232.656250 Penalty: 2792.015137
	Iteration 33Q: 3 clusters Score -499232.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -499236.937500 Penalty: 2792.015137
	Iteration 34Q: 3 clusters Score -499236.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -499239.375000 Penalty: 2792.015137
	Iteration 35Q: 3 clusters Score -499239.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -499241.531250 Penalty: 2792.015137
	Iteration 36Q: 3 clusters Score -499241.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -499244.000000 Penalty: 2792.015137
	Iteration 37Q: 3 clusters Score -499244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -499247.937500 Penalty: 2792.015137
	Iteration 38Q: 3 clusters Score -499247.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -499250.218750 Penalty: 2792.015137
	Iteration 39Q: 3 clusters Score -499250.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -499253.218750 Penalty: 2792.015137
	Iteration 40F: 3 clusters Score -499253.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -499254.656250 Penalty: 2792.015137
	Iteration 41Q: 3 clusters Score -499254.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -499257.875000 Penalty: 2792.015137
	Iteration 42Q: 3 clusters Score -499257.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -499260.187500 Penalty: 2792.015137
	Iteration 43Q: 3 clusters Score -499260.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -499264.468750 Penalty: 2792.015137
	Iteration 44Q: 3 clusters Score -499264.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -499265.875000 Penalty: 2792.015137
	Iteration 45Q: 3 clusters Score -499265.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -499266.750000 Penalty: 2792.015137
	Iteration 46Q: 3 clusters Score -499266.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -499266.750000 Penalty: 2792.015137
	Iteration 47F: 3 clusters Score -499266.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (15730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Entering Unmasked Estep 
Score: -1681463.375000 Penalty: 1570.290405
	Iteration 0F: 2 clusters Score -1681463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1670603.625000 Penalty: 3140.580811
	Iteration 0F: 3 clusters Score -1670604 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1674332.500000 Penalty: 3140.580811
	Iteration 1F: 3 clusters Score -1674332 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1674615.875000 Penalty: 3140.580811
	Iteration 2F: 3 clusters Score -1674616 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1674883.000000 Penalty: 3140.580811
	Iteration 3Q: 3 clusters Score -1674883 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1675171.750000 Penalty: 3140.580811
	Iteration 4Q: 3 clusters Score -1675172 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1675516.500000 Penalty: 3140.580811
	Iteration 5Q: 3 clusters Score -1675516 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1675873.500000 Penalty: 3140.580811
	Iteration 6Q: 3 clusters Score -1675874 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1676294.375000 Penalty: 3140.580811
	Iteration 7Q: 3 clusters Score -1676294 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1676756.875000 Penalty: 3140.580811
	Iteration 8Q: 3 clusters Score -1676757 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1677246.500000 Penalty: 3140.580811
	Iteration 9Q: 3 clusters Score -1677246 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1677761.125000 Penalty: 3140.580811
	Iteration 10Q: 3 clusters Score -1677761 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1678268.500000 Penalty: 3140.580811
	Iteration 11Q: 3 clusters Score -1678268 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1678728.375000 Penalty: 3140.580811
	Iteration 12Q: 3 clusters Score -1678728 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1679143.250000 Penalty: 3140.580811
	Iteration 13Q: 3 clusters Score -1679143 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1679473.625000 Penalty: 3140.580811
	Iteration 14Q: 3 clusters Score -1679474 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1679682.125000 Penalty: 3140.580811
	Iteration 15Q: 3 clusters Score -1679682 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1679813.250000 Penalty: 3140.580811
	Iteration 16Q: 3 clusters Score -1679813 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1679895.000000 Penalty: 3140.580811
	Iteration 17Q: 3 clusters Score -1679895 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1679954.625000 Penalty: 3140.580811
	Iteration 18Q: 3 clusters Score -1679955 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1679989.250000 Penalty: 3140.580811
	Iteration 19Q: 3 clusters Score -1679989 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1680017.000000 Penalty: 3140.580811
	Iteration 20F: 3 clusters Score -1680017 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1680035.000000 Penalty: 3140.580811
	Iteration 21Q: 3 clusters Score -1680035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1680041.500000 Penalty: 3140.580811
	Iteration 22Q: 3 clusters Score -1680042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1680049.625000 Penalty: 3140.580811
	Iteration 23Q: 3 clusters Score -1680050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1680057.500000 Penalty: 3140.580811
	Iteration 24Q: 3 clusters Score -1680058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1680059.000000 Penalty: 3140.580811
	Iteration 25Q: 3 clusters Score -1680059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1680060.000000 Penalty: 3140.580811
	Iteration 26Q: 3 clusters Score -1680060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1680059.500000 Penalty: 3140.580811
	Iteration 27Q: 3 clusters Score -1680060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1680059.625000 Penalty: 3140.580811
	Iteration 28Q: 3 clusters Score -1680060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1680060.000000 Penalty: 3140.580811
	Iteration 29Q: 3 clusters Score -1680060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1680069.875000 Penalty: 3140.580811
	Iteration 30Q: 3 clusters Score -1680070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1680070.375000 Penalty: 3140.580811
	Iteration 31Q: 3 clusters Score -1680070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1680072.250000 Penalty: 3140.580811
	Iteration 32Q: 3 clusters Score -1680072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1680074.375000 Penalty: 3140.580811
	Iteration 33Q: 3 clusters Score -1680074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1680073.250000 Penalty: 3140.580811
	Iteration 34Q: 3 clusters Score -1680073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1680075.625000 Penalty: 3140.580811
	Iteration 35Q: 3 clusters Score -1680076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1680076.375000 Penalty: 3140.580811
	Iteration 36Q: 3 clusters Score -1680076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1680076.625000 Penalty: 3140.580811
	Iteration 37Q: 3 clusters Score -1680077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1680076.875000 Penalty: 3140.580811
	Iteration 38Q: 3 clusters Score -1680077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1680078.625000 Penalty: 3140.580811
	Iteration 39Q: 3 clusters Score -1680079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1680081.000000 Penalty: 3140.580811
	Iteration 40F: 3 clusters Score -1680081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1680080.250000 Penalty: 3140.580811
	Iteration 41Q: 3 clusters Score -1680080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1680080.250000 Penalty: 3140.580811
	Iteration 42F: 3 clusters Score -1680080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -31803.722656 Penalty: 944.310425
	Iteration 0F: 2 clusters Score -31803.72 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 162 members 
Entering Unmasked Estep 
Score: -30890.189453 Penalty: 1888.620850
	Iteration 0F: 3 clusters Score -30890.19 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31061.066406 Penalty: 1888.620850
	Iteration 1F: 3 clusters Score -31061.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31155.910156 Penalty: 1888.620850
	Iteration 2F: 3 clusters Score -31155.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31215.292969 Penalty: 1888.620850
	Iteration 3Q: 3 clusters Score -31215.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31233.757812 Penalty: 1888.620850
	Iteration 4Q: 3 clusters Score -31233.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31245.701172 Penalty: 1888.620850
	Iteration 5Q: 3 clusters Score -31245.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31249.197266 Penalty: 1888.620850
	Iteration 6Q: 3 clusters Score -31249.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31253.347656 Penalty: 1888.620850
	Iteration 7Q: 3 clusters Score -31253.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31256.597656 Penalty: 1888.620850
	Iteration 8Q: 3 clusters Score -31256.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31259.035156 Penalty: 1888.620850
	Iteration 9Q: 3 clusters Score -31259.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31259.035156 Penalty: 1888.620850
	Iteration 10F: 3 clusters Score -31259.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18910 members 
Mstep: Class 3 contains 4557 members 
Mstep: Class 4 contains 24231 members 
Mstep: Class 5 contains 18755 members 
Mstep: Class 6 contains 14984 members 
Mstep: Class 7 contains 121040 members 
Mstep: Class 8 contains 42469 members 
Mstep: Class 9 contains 12536 members 
Mstep: Class 10 contains 174688 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4420 members 
Mstep: Class 13 contains 6775 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1749 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 20304 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 28621 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 22618 members 
Mstep: Class 24 contains 1445 members 
Mstep: Class 25 contains 38892 members 
Mstep: Class 26 contains 10481 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 5372 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1515 members 
Mstep: Class 31 contains 5382 members 
Mstep: Class 32 contains 15730 members 
Mstep: Class 33 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948380.000000 Penalty: 73876.734375
Iteration 239Q: 35 clusters Score -6.594838e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18911 members 
Mstep: Class 3 contains 4562 members 
Mstep: Class 4 contains 24242 members 
Mstep: Class 5 contains 18757 members 
Mstep: Class 6 contains 14987 members 
Mstep: Class 7 contains 121042 members 
Mstep: Class 8 contains 42472 members 
Mstep: Class 9 contains 12534 members 
Mstep: Class 10 contains 174708 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4420 members 
Mstep: Class 13 contains 6771 members 
Mstep: Class 14 contains 971 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1749 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 20315 members 
Mstep: Class 19 contains 28180 members 
Mstep: Class 20 contains 28682 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 22509 members 
Mstep: Class 24 contains 1447 members 
Mstep: Class 25 contains 38893 members 
Mstep: Class 26 contains 10481 members 
Mstep: Class 27 contains 4733 members 
Mstep: Class 28 contains 5372 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1553 members 
Mstep: Class 31 contains 5383 members 
Mstep: Class 32 contains 15731 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948496.000000 Penalty: 73876.734375
Iteration 240F: 35 clusters Score -6.59485e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18911 members 
Mstep: Class 3 contains 4557 members 
Mstep: Class 4 contains 24249 members 
Mstep: Class 5 contains 18757 members 
Mstep: Class 6 contains 14987 members 
Mstep: Class 7 contains 121044 members 
Mstep: Class 8 contains 42480 members 
Mstep: Class 9 contains 12535 members 
Mstep: Class 10 contains 174729 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4420 members 
Mstep: Class 13 contains 6768 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1751 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 20310 members 
Mstep: Class 19 contains 28182 members 
Mstep: Class 20 contains 28741 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 22410 members 
Mstep: Class 24 contains 1434 members 
Mstep: Class 25 contains 38892 members 
Mstep: Class 26 contains 10456 members 
Mstep: Class 27 contains 4715 members 
Mstep: Class 28 contains 5372 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1568 members 
Mstep: Class 31 contains 5351 members 
Mstep: Class 32 contains 15729 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948512.000000 Penalty: 73876.734375
Iteration 241Q: 35 clusters Score -6.594851e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18909 members 
Mstep: Class 3 contains 4553 members 
Mstep: Class 4 contains 24250 members 
Mstep: Class 5 contains 18758 members 
Mstep: Class 6 contains 14988 members 
Mstep: Class 7 contains 121044 members 
Mstep: Class 8 contains 42491 members 
Mstep: Class 9 contains 12534 members 
Mstep: Class 10 contains 174759 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4420 members 
Mstep: Class 13 contains 6766 members 
Mstep: Class 14 contains 938 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1753 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 20319 members 
Mstep: Class 19 contains 28184 members 
Mstep: Class 20 contains 28773 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 22314 members 
Mstep: Class 24 contains 1427 members 
Mstep: Class 25 contains 38893 members 
Mstep: Class 26 contains 10444 members 
Mstep: Class 27 contains 4715 members 
Mstep: Class 28 contains 5372 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1577 members 
Mstep: Class 31 contains 5337 members 
Mstep: Class 32 contains 15729 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948496.000000 Penalty: 73876.734375
Iteration 242Q: 35 clusters Score -6.59485e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18909 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24254 members 
Mstep: Class 5 contains 18757 members 
Mstep: Class 6 contains 14988 members 
Mstep: Class 7 contains 121047 members 
Mstep: Class 8 contains 42505 members 
Mstep: Class 9 contains 12536 members 
Mstep: Class 10 contains 174762 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6762 members 
Mstep: Class 14 contains 932 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1754 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20332 members 
Mstep: Class 19 contains 28182 members 
Mstep: Class 20 contains 28810 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1011 members 
Mstep: Class 23 contains 22235 members 
Mstep: Class 24 contains 1424 members 
Mstep: Class 25 contains 38894 members 
Mstep: Class 26 contains 10427 members 
Mstep: Class 27 contains 4722 members 
Mstep: Class 28 contains 5372 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1582 members 
Mstep: Class 31 contains 5330 members 
Mstep: Class 32 contains 15728 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948496.000000 Penalty: 73876.734375
Iteration 243Q: 35 clusters Score -6.59485e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18911 members 
Mstep: Class 3 contains 4550 members 
Mstep: Class 4 contains 24261 members 
Mstep: Class 5 contains 18756 members 
Mstep: Class 6 contains 14987 members 
Mstep: Class 7 contains 121047 members 
Mstep: Class 8 contains 42515 members 
Mstep: Class 9 contains 12537 members 
Mstep: Class 10 contains 174754 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 6758 members 
Mstep: Class 14 contains 928 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20339 members 
Mstep: Class 19 contains 28181 members 
Mstep: Class 20 contains 28860 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1011 members 
Mstep: Class 23 contains 22157 members 
Mstep: Class 24 contains 1425 members 
Mstep: Class 25 contains 38900 members 
Mstep: Class 26 contains 10414 members 
Mstep: Class 27 contains 4732 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1587 members 
Mstep: Class 31 contains 5323 members 
Mstep: Class 32 contains 15730 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948592.000000 Penalty: 73876.734375
Iteration 244Q: 35 clusters Score -6.594859e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4550 members 
Mstep: Class 4 contains 24261 members 
Mstep: Class 5 contains 18757 members 
Mstep: Class 6 contains 14983 members 
Mstep: Class 7 contains 121045 members 
Mstep: Class 8 contains 42520 members 
Mstep: Class 9 contains 12540 members 
Mstep: Class 10 contains 174756 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 6754 members 
Mstep: Class 14 contains 925 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20357 members 
Mstep: Class 19 contains 28181 members 
Mstep: Class 20 contains 28915 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1011 members 
Mstep: Class 23 contains 22084 members 
Mstep: Class 24 contains 1424 members 
Mstep: Class 25 contains 38903 members 
Mstep: Class 26 contains 10402 members 
Mstep: Class 27 contains 4742 members 
Mstep: Class 28 contains 5376 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1589 members 
Mstep: Class 31 contains 5318 members 
Mstep: Class 32 contains 15728 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948668.000000 Penalty: 73876.734375
Iteration 245Q: 35 clusters Score -6.594867e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18911 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24278 members 
Mstep: Class 5 contains 18755 members 
Mstep: Class 6 contains 14980 members 
Mstep: Class 7 contains 121040 members 
Mstep: Class 8 contains 42533 members 
Mstep: Class 9 contains 12540 members 
Mstep: Class 10 contains 174766 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 6751 members 
Mstep: Class 14 contains 922 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20396 members 
Mstep: Class 19 contains 28180 members 
Mstep: Class 20 contains 28936 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1011 members 
Mstep: Class 23 contains 22008 members 
Mstep: Class 24 contains 1423 members 
Mstep: Class 25 contains 38900 members 
Mstep: Class 26 contains 10389 members 
Mstep: Class 27 contains 4751 members 
Mstep: Class 28 contains 5376 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1590 members 
Mstep: Class 31 contains 5315 members 
Mstep: Class 32 contains 15729 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948736.000000 Penalty: 73876.734375
Iteration 246Q: 35 clusters Score -6.594874e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18911 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24282 members 
Mstep: Class 5 contains 18755 members 
Mstep: Class 6 contains 14977 members 
Mstep: Class 7 contains 121044 members 
Mstep: Class 8 contains 42548 members 
Mstep: Class 9 contains 12540 members 
Mstep: Class 10 contains 174783 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6750 members 
Mstep: Class 14 contains 921 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20424 members 
Mstep: Class 19 contains 28180 members 
Mstep: Class 20 contains 28944 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 21930 members 
Mstep: Class 24 contains 1424 members 
Mstep: Class 25 contains 38906 members 
Mstep: Class 26 contains 10376 members 
Mstep: Class 27 contains 4763 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1591 members 
Mstep: Class 31 contains 5315 members 
Mstep: Class 32 contains 15730 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948756.000000 Penalty: 73876.734375
Iteration 247Q: 35 clusters Score -6.594876e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18912 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24289 members 
Mstep: Class 5 contains 18754 members 
Mstep: Class 6 contains 14976 members 
Mstep: Class 7 contains 121046 members 
Mstep: Class 8 contains 42566 members 
Mstep: Class 9 contains 12542 members 
Mstep: Class 10 contains 174802 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 6748 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20445 members 
Mstep: Class 19 contains 28178 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 21847 members 
Mstep: Class 24 contains 1424 members 
Mstep: Class 25 contains 38908 members 
Mstep: Class 26 contains 10366 members 
Mstep: Class 27 contains 4773 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5311 members 
Mstep: Class 32 contains 15735 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948672.000000 Penalty: 73876.734375
Iteration 248Q: 35 clusters Score -6.594867e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18914 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24298 members 
Mstep: Class 5 contains 18753 members 
Mstep: Class 6 contains 14976 members 
Mstep: Class 7 contains 121045 members 
Mstep: Class 8 contains 42580 members 
Mstep: Class 9 contains 12542 members 
Mstep: Class 10 contains 174812 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 6747 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20461 members 
Mstep: Class 19 contains 28175 members 
Mstep: Class 20 contains 28988 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1008 members 
Mstep: Class 23 contains 21774 members 
Mstep: Class 24 contains 1423 members 
Mstep: Class 25 contains 38910 members 
Mstep: Class 26 contains 10358 members 
Mstep: Class 27 contains 4779 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5310 members 
Mstep: Class 32 contains 15736 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948704.000000 Penalty: 73876.734375
Iteration 249Q: 35 clusters Score -6.59487e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18915 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24307 members 
Mstep: Class 5 contains 18756 members 
Mstep: Class 6 contains 14972 members 
Mstep: Class 7 contains 121047 members 
Mstep: Class 8 contains 42594 members 
Mstep: Class 9 contains 12544 members 
Mstep: Class 10 contains 174824 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4423 members 
Mstep: Class 13 contains 6747 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20465 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 29028 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1008 members 
Mstep: Class 23 contains 21692 members 
Mstep: Class 24 contains 1424 members 
Mstep: Class 25 contains 38905 members 
Mstep: Class 26 contains 10346 members 
Mstep: Class 27 contains 4787 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5313 members 
Mstep: Class 32 contains 15735 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948740.000000 Penalty: 73876.734375
Iteration 250Q: 35 clusters Score -6.594874e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18915 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24309 members 
Mstep: Class 5 contains 18759 members 
Mstep: Class 6 contains 14969 members 
Mstep: Class 7 contains 121056 members 
Mstep: Class 8 contains 42610 members 
Mstep: Class 9 contains 12545 members 
Mstep: Class 10 contains 174841 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4423 members 
Mstep: Class 13 contains 6744 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20467 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 29064 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1008 members 
Mstep: Class 23 contains 21613 members 
Mstep: Class 24 contains 1425 members 
Mstep: Class 25 contains 38903 members 
Mstep: Class 26 contains 10336 members 
Mstep: Class 27 contains 4795 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5313 members 
Mstep: Class 32 contains 15736 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948716.000000 Penalty: 73876.734375
Iteration 251Q: 35 clusters Score -6.594872e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18915 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24317 members 
Mstep: Class 5 contains 18759 members 
Mstep: Class 6 contains 14966 members 
Mstep: Class 7 contains 121059 members 
Mstep: Class 8 contains 42626 members 
Mstep: Class 9 contains 12544 members 
Mstep: Class 10 contains 174839 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 6743 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20477 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 29099 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1008 members 
Mstep: Class 23 contains 21548 members 
Mstep: Class 24 contains 1425 members 
Mstep: Class 25 contains 38906 members 
Mstep: Class 26 contains 10331 members 
Mstep: Class 27 contains 4799 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5312 members 
Mstep: Class 32 contains 15736 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948756.000000 Penalty: 73876.734375
Iteration 252Q: 35 clusters Score -6.594876e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18915 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24324 members 
Mstep: Class 5 contains 18760 members 
Mstep: Class 6 contains 14962 members 
Mstep: Class 7 contains 121062 members 
Mstep: Class 8 contains 42638 members 
Mstep: Class 9 contains 12544 members 
Mstep: Class 10 contains 174857 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 6741 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20488 members 
Mstep: Class 19 contains 28176 members 
Mstep: Class 20 contains 29139 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1008 members 
Mstep: Class 23 contains 21464 members 
Mstep: Class 24 contains 1425 members 
Mstep: Class 25 contains 38909 members 
Mstep: Class 26 contains 10327 members 
Mstep: Class 27 contains 4800 members 
Mstep: Class 28 contains 5377 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5312 members 
Mstep: Class 32 contains 15735 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948720.000000 Penalty: 73876.734375
Iteration 253Q: 35 clusters Score -6.594872e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18914 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24334 members 
Mstep: Class 5 contains 18760 members 
Mstep: Class 6 contains 14960 members 
Mstep: Class 7 contains 121061 members 
Mstep: Class 8 contains 42647 members 
Mstep: Class 9 contains 12541 members 
Mstep: Class 10 contains 174868 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 6741 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20501 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 29184 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1008 members 
Mstep: Class 23 contains 21383 members 
Mstep: Class 24 contains 1425 members 
Mstep: Class 25 contains 38908 members 
Mstep: Class 26 contains 10327 members 
Mstep: Class 27 contains 4803 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5308 members 
Mstep: Class 32 contains 15735 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948660.000000 Penalty: 73876.734375
Iteration 254Q: 35 clusters Score -6.594866e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18914 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24347 members 
Mstep: Class 5 contains 18760 members 
Mstep: Class 6 contains 14958 members 
Mstep: Class 7 contains 121064 members 
Mstep: Class 8 contains 42662 members 
Mstep: Class 9 contains 12541 members 
Mstep: Class 10 contains 174885 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 6741 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20508 members 
Mstep: Class 19 contains 28175 members 
Mstep: Class 20 contains 29207 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1008 members 
Mstep: Class 23 contains 21306 members 
Mstep: Class 24 contains 1425 members 
Mstep: Class 25 contains 38907 members 
Mstep: Class 26 contains 10328 members 
Mstep: Class 27 contains 4805 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5309 members 
Mstep: Class 32 contains 15736 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948624.000000 Penalty: 73876.734375
Iteration 255Q: 35 clusters Score -6.594862e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18915 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24358 members 
Mstep: Class 5 contains 18760 members 
Mstep: Class 6 contains 14956 members 
Mstep: Class 7 contains 121066 members 
Mstep: Class 8 contains 42670 members 
Mstep: Class 9 contains 12539 members 
Mstep: Class 10 contains 174916 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 6740 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20515 members 
Mstep: Class 19 contains 28173 members 
Mstep: Class 20 contains 29234 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1008 members 
Mstep: Class 23 contains 21218 members 
Mstep: Class 24 contains 1425 members 
Mstep: Class 25 contains 38905 members 
Mstep: Class 26 contains 10331 members 
Mstep: Class 27 contains 4808 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5310 members 
Mstep: Class 32 contains 15740 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948540.000000 Penalty: 73876.734375
Iteration 256Q: 35 clusters Score -6.594854e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18915 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24369 members 
Mstep: Class 5 contains 18760 members 
Mstep: Class 6 contains 14954 members 
Mstep: Class 7 contains 121067 members 
Mstep: Class 8 contains 42684 members 
Mstep: Class 9 contains 12539 members 
Mstep: Class 10 contains 174917 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1754 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20519 members 
Mstep: Class 19 contains 28169 members 
Mstep: Class 20 contains 29275 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1008 members 
Mstep: Class 23 contains 21150 members 
Mstep: Class 24 contains 1425 members 
Mstep: Class 25 contains 38902 members 
Mstep: Class 26 contains 10334 members 
Mstep: Class 27 contains 4813 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5312 members 
Mstep: Class 32 contains 15742 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948348.000000 Penalty: 73876.734375
Iteration 257Q: 35 clusters Score -6.594835e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18915 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24379 members 
Mstep: Class 5 contains 18759 members 
Mstep: Class 6 contains 14952 members 
Mstep: Class 7 contains 121075 members 
Mstep: Class 8 contains 42695 members 
Mstep: Class 9 contains 12539 members 
Mstep: Class 10 contains 174900 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 6732 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20530 members 
Mstep: Class 19 contains 28165 members 
Mstep: Class 20 contains 29315 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 21093 members 
Mstep: Class 24 contains 1425 members 
Mstep: Class 25 contains 38898 members 
Mstep: Class 26 contains 10334 members 
Mstep: Class 27 contains 4818 members 
Mstep: Class 28 contains 5377 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5312 members 
Mstep: Class 32 contains 15744 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948296.000000 Penalty: 73876.734375
Iteration 258Q: 35 clusters Score -6.59483e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18914 members 
Mstep: Class 3 contains 4550 members 
Mstep: Class 4 contains 24391 members 
Mstep: Class 5 contains 18763 members 
Mstep: Class 6 contains 14953 members 
Mstep: Class 7 contains 121075 members 
Mstep: Class 8 contains 42702 members 
Mstep: Class 9 contains 12535 members 
Mstep: Class 10 contains 174889 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 6733 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20538 members 
Mstep: Class 19 contains 28157 members 
Mstep: Class 20 contains 29360 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 21036 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38898 members 
Mstep: Class 26 contains 10333 members 
Mstep: Class 27 contains 4820 members 
Mstep: Class 28 contains 5377 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5312 members 
Mstep: Class 32 contains 15744 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948300.000000 Penalty: 73876.734375
Iteration 259Q: 35 clusters Score -6.59483e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18915 members 
Mstep: Class 3 contains 4550 members 
Mstep: Class 4 contains 24394 members 
Mstep: Class 5 contains 18764 members 
Mstep: Class 6 contains 14950 members 
Mstep: Class 7 contains 121077 members 
Mstep: Class 8 contains 42716 members 
Mstep: Class 9 contains 12535 members 
Mstep: Class 10 contains 174873 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20547 members 
Mstep: Class 19 contains 28151 members 
Mstep: Class 20 contains 29402 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20984 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38900 members 
Mstep: Class 26 contains 10333 members 
Mstep: Class 27 contains 4821 members 
Mstep: Class 28 contains 5377 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5312 members 
Mstep: Class 32 contains 15743 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948264.000000 Penalty: 73876.734375
Iteration 260F: 35 clusters Score -6.594826e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18916 members 
Mstep: Class 3 contains 4550 members 
Mstep: Class 4 contains 24401 members 
Mstep: Class 5 contains 18766 members 
Mstep: Class 6 contains 14946 members 
Mstep: Class 7 contains 121075 members 
Mstep: Class 8 contains 42722 members 
Mstep: Class 9 contains 12538 members 
Mstep: Class 10 contains 174867 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 6738 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20557 members 
Mstep: Class 19 contains 28146 members 
Mstep: Class 20 contains 29424 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20948 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38899 members 
Mstep: Class 26 contains 10331 members 
Mstep: Class 27 contains 4822 members 
Mstep: Class 28 contains 5377 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5312 members 
Mstep: Class 32 contains 15744 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948272.000000 Penalty: 73876.734375
Iteration 261Q: 35 clusters Score -6.594827e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24401 members 
Mstep: Class 5 contains 18766 members 
Mstep: Class 6 contains 14944 members 
Mstep: Class 7 contains 121073 members 
Mstep: Class 8 contains 42730 members 
Mstep: Class 9 contains 12541 members 
Mstep: Class 10 contains 174856 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 6739 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20559 members 
Mstep: Class 19 contains 28145 members 
Mstep: Class 20 contains 29448 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1008 members 
Mstep: Class 23 contains 20919 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38903 members 
Mstep: Class 26 contains 10329 members 
Mstep: Class 27 contains 4824 members 
Mstep: Class 28 contains 5377 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5314 members 
Mstep: Class 32 contains 15744 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948276.000000 Penalty: 73876.734375
Iteration 262Q: 35 clusters Score -6.594828e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24404 members 
Mstep: Class 5 contains 18766 members 
Mstep: Class 6 contains 14943 members 
Mstep: Class 7 contains 121069 members 
Mstep: Class 8 contains 42740 members 
Mstep: Class 9 contains 12546 members 
Mstep: Class 10 contains 174860 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 6739 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20561 members 
Mstep: Class 19 contains 28145 members 
Mstep: Class 20 contains 29468 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20876 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38902 members 
Mstep: Class 26 contains 10329 members 
Mstep: Class 27 contains 4828 members 
Mstep: Class 28 contains 5377 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5314 members 
Mstep: Class 32 contains 15745 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948288.000000 Penalty: 73876.734375
Iteration 263Q: 35 clusters Score -6.594829e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18918 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24409 members 
Mstep: Class 5 contains 18766 members 
Mstep: Class 6 contains 14944 members 
Mstep: Class 7 contains 121066 members 
Mstep: Class 8 contains 42751 members 
Mstep: Class 9 contains 12545 members 
Mstep: Class 10 contains 174846 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20567 members 
Mstep: Class 19 contains 28144 members 
Mstep: Class 20 contains 29495 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20847 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38900 members 
Mstep: Class 26 contains 10330 members 
Mstep: Class 27 contains 4829 members 
Mstep: Class 28 contains 5377 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5313 members 
Mstep: Class 32 contains 15746 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948272.000000 Penalty: 73876.734375
Iteration 264Q: 35 clusters Score -6.594827e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24412 members 
Mstep: Class 5 contains 18767 members 
Mstep: Class 6 contains 14943 members 
Mstep: Class 7 contains 121070 members 
Mstep: Class 8 contains 42753 members 
Mstep: Class 9 contains 12542 members 
Mstep: Class 10 contains 174827 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 6733 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20566 members 
Mstep: Class 19 contains 28143 members 
Mstep: Class 20 contains 29522 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20832 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38899 members 
Mstep: Class 26 contains 10330 members 
Mstep: Class 27 contains 4835 members 
Mstep: Class 28 contains 5377 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5313 members 
Mstep: Class 32 contains 15747 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948276.000000 Penalty: 73876.734375
Iteration 265Q: 35 clusters Score -6.594828e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24416 members 
Mstep: Class 5 contains 18768 members 
Mstep: Class 6 contains 14941 members 
Mstep: Class 7 contains 121069 members 
Mstep: Class 8 contains 42761 members 
Mstep: Class 9 contains 12541 members 
Mstep: Class 10 contains 174800 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 6729 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20568 members 
Mstep: Class 19 contains 28141 members 
Mstep: Class 20 contains 29556 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20817 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38899 members 
Mstep: Class 26 contains 10330 members 
Mstep: Class 27 contains 4839 members 
Mstep: Class 28 contains 5377 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5313 members 
Mstep: Class 32 contains 15746 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948348.000000 Penalty: 73876.734375
Iteration 266Q: 35 clusters Score -6.594835e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24416 members 
Mstep: Class 5 contains 18769 members 
Mstep: Class 6 contains 14939 members 
Mstep: Class 7 contains 121071 members 
Mstep: Class 8 contains 42760 members 
Mstep: Class 9 contains 12541 members 
Mstep: Class 10 contains 174775 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 6731 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20569 members 
Mstep: Class 19 contains 28140 members 
Mstep: Class 20 contains 29588 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20808 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38895 members 
Mstep: Class 26 contains 10328 members 
Mstep: Class 27 contains 4845 members 
Mstep: Class 28 contains 5377 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5312 members 
Mstep: Class 32 contains 15747 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948292.000000 Penalty: 73876.734375
Iteration 267Q: 35 clusters Score -6.594829e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24417 members 
Mstep: Class 5 contains 18768 members 
Mstep: Class 6 contains 14939 members 
Mstep: Class 7 contains 121067 members 
Mstep: Class 8 contains 42769 members 
Mstep: Class 9 contains 12541 members 
Mstep: Class 10 contains 174754 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 6732 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20564 members 
Mstep: Class 19 contains 28140 members 
Mstep: Class 20 contains 29615 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20799 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38893 members 
Mstep: Class 26 contains 10326 members 
Mstep: Class 27 contains 4850 members 
Mstep: Class 28 contains 5377 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5313 members 
Mstep: Class 32 contains 15746 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948364.000000 Penalty: 73876.734375
Iteration 268Q: 35 clusters Score -6.594836e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24418 members 
Mstep: Class 5 contains 18767 members 
Mstep: Class 6 contains 14937 members 
Mstep: Class 7 contains 121066 members 
Mstep: Class 8 contains 42777 members 
Mstep: Class 9 contains 12542 members 
Mstep: Class 10 contains 174741 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6733 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20565 members 
Mstep: Class 19 contains 28140 members 
Mstep: Class 20 contains 29637 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20784 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38890 members 
Mstep: Class 26 contains 10325 members 
Mstep: Class 27 contains 4854 members 
Mstep: Class 28 contains 5377 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5312 members 
Mstep: Class 32 contains 15747 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948448.000000 Penalty: 73876.734375
Iteration 269Q: 35 clusters Score -6.594845e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18918 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24418 members 
Mstep: Class 5 contains 18766 members 
Mstep: Class 6 contains 14936 members 
Mstep: Class 7 contains 121067 members 
Mstep: Class 8 contains 42787 members 
Mstep: Class 9 contains 12543 members 
Mstep: Class 10 contains 174719 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6732 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20562 members 
Mstep: Class 19 contains 28140 members 
Mstep: Class 20 contains 29663 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20770 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38886 members 
Mstep: Class 26 contains 10324 members 
Mstep: Class 27 contains 4860 members 
Mstep: Class 28 contains 5377 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5311 members 
Mstep: Class 32 contains 15750 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948432.000000 Penalty: 73876.734375
Iteration 270Q: 35 clusters Score -6.594843e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18918 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24418 members 
Mstep: Class 5 contains 18766 members 
Mstep: Class 6 contains 14936 members 
Mstep: Class 7 contains 121068 members 
Mstep: Class 8 contains 42793 members 
Mstep: Class 9 contains 12543 members 
Mstep: Class 10 contains 174688 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6733 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20560 members 
Mstep: Class 19 contains 28138 members 
Mstep: Class 20 contains 29695 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20764 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38885 members 
Mstep: Class 26 contains 10323 members 
Mstep: Class 27 contains 4864 members 
Mstep: Class 28 contains 5377 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5309 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948416.000000 Penalty: 73876.734375
Iteration 271Q: 35 clusters Score -6.594842e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18918 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24419 members 
Mstep: Class 5 contains 18767 members 
Mstep: Class 6 contains 14936 members 
Mstep: Class 7 contains 121069 members 
Mstep: Class 8 contains 42794 members 
Mstep: Class 9 contains 12544 members 
Mstep: Class 10 contains 174668 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6732 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20561 members 
Mstep: Class 19 contains 28140 members 
Mstep: Class 20 contains 29712 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20759 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38885 members 
Mstep: Class 26 contains 10322 members 
Mstep: Class 27 contains 4868 members 
Mstep: Class 28 contains 5377 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5307 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948332.000000 Penalty: 73876.734375
Iteration 272Q: 35 clusters Score -6.594833e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24417 members 
Mstep: Class 5 contains 18766 members 
Mstep: Class 6 contains 14936 members 
Mstep: Class 7 contains 121072 members 
Mstep: Class 8 contains 42801 members 
Mstep: Class 9 contains 12544 members 
Mstep: Class 10 contains 174640 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6733 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 20556 members 
Mstep: Class 19 contains 28140 members 
Mstep: Class 20 contains 29742 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20751 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38884 members 
Mstep: Class 26 contains 10322 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 5377 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5306 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948332.000000 Penalty: 73876.734375
Iteration 273Q: 35 clusters Score -6.594833e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24417 members 
Mstep: Class 5 contains 18766 members 
Mstep: Class 6 contains 14936 members 
Mstep: Class 7 contains 121075 members 
Mstep: Class 8 contains 42813 members 
Mstep: Class 9 contains 12544 members 
Mstep: Class 10 contains 174599 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6732 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20551 members 
Mstep: Class 19 contains 28139 members 
Mstep: Class 20 contains 29772 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20747 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38885 members 
Mstep: Class 26 contains 10321 members 
Mstep: Class 27 contains 4878 members 
Mstep: Class 28 contains 5377 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5308 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948312.000000 Penalty: 73876.734375
Iteration 274Q: 35 clusters Score -6.594831e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24417 members 
Mstep: Class 5 contains 18766 members 
Mstep: Class 6 contains 14936 members 
Mstep: Class 7 contains 121076 members 
Mstep: Class 8 contains 42819 members 
Mstep: Class 9 contains 12544 members 
Mstep: Class 10 contains 174567 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6732 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20551 members 
Mstep: Class 19 contains 28137 members 
Mstep: Class 20 contains 29799 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20744 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38884 members 
Mstep: Class 26 contains 10320 members 
Mstep: Class 27 contains 4880 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5309 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948328.000000 Penalty: 73876.734375
Iteration 275Q: 35 clusters Score -6.594833e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24418 members 
Mstep: Class 5 contains 18766 members 
Mstep: Class 6 contains 14935 members 
Mstep: Class 7 contains 121072 members 
Mstep: Class 8 contains 42828 members 
Mstep: Class 9 contains 12544 members 
Mstep: Class 10 contains 174546 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6732 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20549 members 
Mstep: Class 19 contains 28138 members 
Mstep: Class 20 contains 29813 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20741 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38885 members 
Mstep: Class 26 contains 10320 members 
Mstep: Class 27 contains 4885 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5308 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948336.000000 Penalty: 73876.734375
Iteration 276Q: 35 clusters Score -6.594834e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24419 members 
Mstep: Class 5 contains 18766 members 
Mstep: Class 6 contains 14934 members 
Mstep: Class 7 contains 121071 members 
Mstep: Class 8 contains 42832 members 
Mstep: Class 9 contains 12545 members 
Mstep: Class 10 contains 174528 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6732 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20547 members 
Mstep: Class 19 contains 28138 members 
Mstep: Class 20 contains 29822 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20742 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38885 members 
Mstep: Class 26 contains 10318 members 
Mstep: Class 27 contains 4890 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5310 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948340.000000 Penalty: 73876.734375
Iteration 277Q: 35 clusters Score -6.594834e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24419 members 
Mstep: Class 5 contains 18767 members 
Mstep: Class 6 contains 14932 members 
Mstep: Class 7 contains 121071 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 12546 members 
Mstep: Class 10 contains 174515 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6733 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20544 members 
Mstep: Class 19 contains 28138 members 
Mstep: Class 20 contains 29827 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20741 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38885 members 
Mstep: Class 26 contains 10318 members 
Mstep: Class 27 contains 4894 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5310 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948340.000000 Penalty: 73876.734375
Iteration 278Q: 35 clusters Score -6.594834e+07 nChanged 41
Entering ConstructFrom: 
Score: -65948340.000000 Penalty: 73876.734375
Entering ConstructFrom: 
Trying to split cluster 1 (1152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Entering Unmasked Estep 
Score: -108837.765625 Penalty: 1145.503906
	Iteration 0F: 2 clusters Score -108837.8 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 572 members 
Entering Unmasked Estep 
Score: -107315.054688 Penalty: 2291.007812
	Iteration 0F: 3 clusters Score -107315.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -107657.117188 Penalty: 2291.007812
	Iteration 1F: 3 clusters Score -107657.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -107799.695312 Penalty: 2291.007812
	Iteration 2F: 3 clusters Score -107799.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -107907.078125 Penalty: 2291.007812
	Iteration 3F: 3 clusters Score -107907.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -108014.203125 Penalty: 2291.007812
	Iteration 4F: 3 clusters Score -108014.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -108128.117188 Penalty: 2291.007812
	Iteration 5F: 3 clusters Score -108128.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -108248.554688 Penalty: 2291.007812
	Iteration 6F: 3 clusters Score -108248.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -108363.359375 Penalty: 2291.007812
	Iteration 7Q: 3 clusters Score -108363.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -108576.593750 Penalty: 2291.007812
	Iteration 8Q: 3 clusters Score -108576.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -108704.632812 Penalty: 2291.007812
	Iteration 9F: 3 clusters Score -108704.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -108769.882812 Penalty: 2291.007812
	Iteration 10Q: 3 clusters Score -108769.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -108810.421875 Penalty: 2291.007812
	Iteration 11Q: 3 clusters Score -108810.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -108835.523438 Penalty: 2291.007812
	Iteration 12Q: 3 clusters Score -108835.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -108867.765625 Penalty: 2291.007812
	Iteration 13Q: 3 clusters Score -108867.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -108893.937500 Penalty: 2291.007812
	Iteration 14Q: 3 clusters Score -108893.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -108927.242188 Penalty: 2291.007812
	Iteration 15Q: 3 clusters Score -108927.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -108978.343750 Penalty: 2291.007812
	Iteration 16Q: 3 clusters Score -108978.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -109030.382812 Penalty: 2291.007812
	Iteration 17Q: 3 clusters Score -109030.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -109106.546875 Penalty: 2291.007812
	Iteration 18Q: 3 clusters Score -109106.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -109195.078125 Penalty: 2291.007812
	Iteration 19Q: 3 clusters Score -109195.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -109243.671875 Penalty: 2291.007812
	Iteration 20F: 3 clusters Score -109243.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -109261.914062 Penalty: 2291.007812
	Iteration 21Q: 3 clusters Score -109261.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -109263.109375 Penalty: 2291.007812
	Iteration 22Q: 3 clusters Score -109263.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -109263.109375 Penalty: 2291.007812
	Iteration 23F: 3 clusters Score -109263.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24420 members 
Mstep: Class 5 contains 18767 members 
Mstep: Class 6 contains 14930 members 
Mstep: Class 7 contains 121071 members 
Mstep: Class 8 contains 42841 members 
Mstep: Class 9 contains 12546 members 
Mstep: Class 10 contains 174495 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6733 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20544 members 
Mstep: Class 19 contains 28138 members 
Mstep: Class 20 contains 29842 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20740 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38885 members 
Mstep: Class 26 contains 10319 members 
Mstep: Class 27 contains 4897 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5310 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2301 members 
Mstep: Class 35 contains 441 members 
Entering Unmasked Estep 
Score: -65947700.000000 Penalty: 76049.578125
Splitting cluster 1 changes total score from -65948340.000000 to -65947700.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (18917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Entering Unmasked Estep 
Score: -1993640.500000 Penalty: 1600.270142
	Iteration 0F: 2 clusters Score -1993640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1980849.750000 Penalty: 3200.540283
	Iteration 0F: 3 clusters Score -1980850 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1985458.875000 Penalty: 3200.540283
	Iteration 1F: 3 clusters Score -1985459 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1985891.375000 Penalty: 3200.540283
	Iteration 2F: 3 clusters Score -1985891 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1986310.625000 Penalty: 3200.540283
	Iteration 3F: 3 clusters Score -1986311 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1986763.625000 Penalty: 3200.540283
	Iteration 4Q: 3 clusters Score -1986764 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1987354.875000 Penalty: 3200.540283
	Iteration 5F: 3 clusters Score -1987355 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1988161.750000 Penalty: 3200.540283
	Iteration 6F: 3 clusters Score -1988162 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1989303.625000 Penalty: 3200.540283
	Iteration 7F: 3 clusters Score -1989304 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1990469.375000 Penalty: 3200.540283
	Iteration 8F: 3 clusters Score -1990469 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1991274.875000 Penalty: 3200.540283
	Iteration 9F: 3 clusters Score -1991275 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1991683.750000 Penalty: 3200.540283
	Iteration 10Q: 3 clusters Score -1991684 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1991865.125000 Penalty: 3200.540283
	Iteration 11Q: 3 clusters Score -1991865 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1991955.125000 Penalty: 3200.540283
	Iteration 12Q: 3 clusters Score -1991955 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1992012.250000 Penalty: 3200.540283
	Iteration 13Q: 3 clusters Score -1992012 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1992058.875000 Penalty: 3200.540283
	Iteration 14Q: 3 clusters Score -1992059 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1992084.125000 Penalty: 3200.540283
	Iteration 15Q: 3 clusters Score -1992084 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1992114.000000 Penalty: 3200.540283
	Iteration 16Q: 3 clusters Score -1992114 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1992129.500000 Penalty: 3200.540283
	Iteration 17Q: 3 clusters Score -1992130 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1992133.000000 Penalty: 3200.540283
	Iteration 18Q: 3 clusters Score -1992133 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1992149.875000 Penalty: 3200.540283
	Iteration 19Q: 3 clusters Score -1992150 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1992154.500000 Penalty: 3200.540283
	Iteration 20F: 3 clusters Score -1992154 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1992158.625000 Penalty: 3200.540283
	Iteration 21Q: 3 clusters Score -1992159 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1992161.625000 Penalty: 3200.540283
	Iteration 22Q: 3 clusters Score -1992162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1992163.125000 Penalty: 3200.540283
	Iteration 23Q: 3 clusters Score -1992163 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1992165.500000 Penalty: 3200.540283
	Iteration 24Q: 3 clusters Score -1992166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1992171.000000 Penalty: 3200.540283
	Iteration 25Q: 3 clusters Score -1992171 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1992173.875000 Penalty: 3200.540283
	Iteration 26Q: 3 clusters Score -1992174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1992176.750000 Penalty: 3200.540283
	Iteration 27Q: 3 clusters Score -1992177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1992179.875000 Penalty: 3200.540283
	Iteration 28Q: 3 clusters Score -1992180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1992178.000000 Penalty: 3200.540283
	Iteration 29Q: 3 clusters Score -1992178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1992177.375000 Penalty: 3200.540283
	Iteration 30Q: 3 clusters Score -1992177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1992178.125000 Penalty: 3200.540283
	Iteration 31Q: 3 clusters Score -1992178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1992176.625000 Penalty: 3200.540283
	Iteration 32Q: 3 clusters Score -1992177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1992178.125000 Penalty: 3200.540283
	Iteration 33Q: 3 clusters Score -1992178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1992176.625000 Penalty: 3200.540283
	Iteration 34Q: 3 clusters Score -1992177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1992178.250000 Penalty: 3200.540283
	Iteration 35Q: 3 clusters Score -1992178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1992177.625000 Penalty: 3200.540283
	Iteration 36Q: 3 clusters Score -1992178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1992174.875000 Penalty: 3200.540283
	Iteration 37Q: 3 clusters Score -1992175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1992176.250000 Penalty: 3200.540283
	Iteration 38Q: 3 clusters Score -1992176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1992175.250000 Penalty: 3200.540283
	Iteration 39Q: 3 clusters Score -1992175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1992175.000000 Penalty: 3200.540283
	Iteration 40F: 3 clusters Score -1992175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1992174.125000 Penalty: 3200.540283
	Iteration 41Q: 3 clusters Score -1992174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1992177.250000 Penalty: 3200.540283
	Iteration 42Q: 3 clusters Score -1992177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1992179.625000 Penalty: 3200.540283
	Iteration 43Q: 3 clusters Score -1992180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1992179.625000 Penalty: 3200.540283
	Iteration 44F: 3 clusters Score -1992180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Entering Unmasked Estep 
Score: -466719.125000 Penalty: 1368.754150
	Iteration 0F: 2 clusters Score -466719.1 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 2296 members 
Entering Unmasked Estep 
Score: -463032.375000 Penalty: 2737.508301
	Iteration 0F: 3 clusters Score -463032.4 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -464187.031250 Penalty: 2737.508301
	Iteration 1F: 3 clusters Score -464187 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -464495.156250 Penalty: 2737.508301
	Iteration 2F: 3 clusters Score -464495.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -464714.781250 Penalty: 2737.508301
	Iteration 3F: 3 clusters Score -464714.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -464901.406250 Penalty: 2737.508301
	Iteration 4F: 3 clusters Score -464901.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -465036.312500 Penalty: 2737.508301
	Iteration 5Q: 3 clusters Score -465036.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -465130.031250 Penalty: 2737.508301
	Iteration 6Q: 3 clusters Score -465130 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -465190.000000 Penalty: 2737.508301
	Iteration 7Q: 3 clusters Score -465190 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -465228.718750 Penalty: 2737.508301
	Iteration 8Q: 3 clusters Score -465228.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -465261.937500 Penalty: 2737.508301
	Iteration 9Q: 3 clusters Score -465261.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -465288.656250 Penalty: 2737.508301
	Iteration 10Q: 3 clusters Score -465288.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -465306.406250 Penalty: 2737.508301
	Iteration 11Q: 3 clusters Score -465306.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -465317.843750 Penalty: 2737.508301
	Iteration 12Q: 3 clusters Score -465317.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -465329.968750 Penalty: 2737.508301
	Iteration 13Q: 3 clusters Score -465330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -465341.156250 Penalty: 2737.508301
	Iteration 14Q: 3 clusters Score -465341.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -465350.093750 Penalty: 2737.508301
	Iteration 15Q: 3 clusters Score -465350.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -465358.156250 Penalty: 2737.508301
	Iteration 16Q: 3 clusters Score -465358.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -465366.187500 Penalty: 2737.508301
	Iteration 17Q: 3 clusters Score -465366.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -465373.656250 Penalty: 2737.508301
	Iteration 18Q: 3 clusters Score -465373.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -465378.218750 Penalty: 2737.508301
	Iteration 19Q: 3 clusters Score -465378.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -465384.375000 Penalty: 2737.508301
	Iteration 20F: 3 clusters Score -465384.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -465387.156250 Penalty: 2737.508301
	Iteration 21Q: 3 clusters Score -465387.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -465389.406250 Penalty: 2737.508301
	Iteration 22Q: 3 clusters Score -465389.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -465392.156250 Penalty: 2737.508301
	Iteration 23Q: 3 clusters Score -465392.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -465394.093750 Penalty: 2737.508301
	Iteration 24Q: 3 clusters Score -465394.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -465397.968750 Penalty: 2737.508301
	Iteration 25Q: 3 clusters Score -465398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -465399.531250 Penalty: 2737.508301
	Iteration 26Q: 3 clusters Score -465399.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -465399.781250 Penalty: 2737.508301
	Iteration 27Q: 3 clusters Score -465399.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -465400.843750 Penalty: 2737.508301
	Iteration 28Q: 3 clusters Score -465400.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -465404.312500 Penalty: 2737.508301
	Iteration 29Q: 3 clusters Score -465404.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -465407.125000 Penalty: 2737.508301
	Iteration 30Q: 3 clusters Score -465407.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -465409.312500 Penalty: 2737.508301
	Iteration 31Q: 3 clusters Score -465409.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -465413.562500 Penalty: 2737.508301
	Iteration 32Q: 3 clusters Score -465413.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -465418.593750 Penalty: 2737.508301
	Iteration 33Q: 3 clusters Score -465418.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -465425.281250 Penalty: 2737.508301
	Iteration 34Q: 3 clusters Score -465425.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -465427.812500 Penalty: 2737.508301
	Iteration 35Q: 3 clusters Score -465427.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -465432.343750 Penalty: 2737.508301
	Iteration 36Q: 3 clusters Score -465432.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -465433.812500 Penalty: 2737.508301
	Iteration 37Q: 3 clusters Score -465433.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -465434.937500 Penalty: 2737.508301
	Iteration 38Q: 3 clusters Score -465434.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -465436.125000 Penalty: 2737.508301
	Iteration 39Q: 3 clusters Score -465436.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -465437.812500 Penalty: 2737.508301
	Iteration 40F: 3 clusters Score -465437.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -465438.281250 Penalty: 2737.508301
	Iteration 41Q: 3 clusters Score -465438.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -465438.937500 Penalty: 2737.508301
	Iteration 42Q: 3 clusters Score -465438.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -465439.437500 Penalty: 2737.508301
	Iteration 43Q: 3 clusters Score -465439.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -465440.031250 Penalty: 2737.508301
	Iteration 44Q: 3 clusters Score -465440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -465442.000000 Penalty: 2737.508301
	Iteration 45Q: 3 clusters Score -465442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -465443.406250 Penalty: 2737.508301
	Iteration 46Q: 3 clusters Score -465443.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -465442.000000 Penalty: 2737.508301
	Iteration 47Q: 3 clusters Score -465442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -465442.000000 Penalty: 2737.508301
	Iteration 48F: 3 clusters Score -465442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Entering Unmasked Estep 
Score: -2593963.250000 Penalty: 1641.763184
	Iteration 0F: 2 clusters Score -2593963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2577343.750000 Penalty: 3283.526367
	Iteration 0F: 3 clusters Score -2577344 nChanged 11184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2583571.000000 Penalty: 3283.526367
	Iteration 1F: 3 clusters Score -2583571 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2583954.000000 Penalty: 3283.526367
	Iteration 2Q: 3 clusters Score -2583954 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2584380.250000 Penalty: 3283.526367
	Iteration 3Q: 3 clusters Score -2584380 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2584908.250000 Penalty: 3283.526367
	Iteration 4Q: 3 clusters Score -2584908 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2585646.250000 Penalty: 3283.526367
	Iteration 5F: 3 clusters Score -2585646 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2586652.250000 Penalty: 3283.526367
	Iteration 6F: 3 clusters Score -2586652 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2587958.750000 Penalty: 3283.526367
	Iteration 7F: 3 clusters Score -2587959 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2589418.000000 Penalty: 3283.526367
	Iteration 8F: 3 clusters Score -2589418 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2590706.500000 Penalty: 3283.526367
	Iteration 9F: 3 clusters Score -2590706 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2591594.000000 Penalty: 3283.526367
	Iteration 10Q: 3 clusters Score -2591594 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2592052.250000 Penalty: 3283.526367
	Iteration 11Q: 3 clusters Score -2592052 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2592289.250000 Penalty: 3283.526367
	Iteration 12Q: 3 clusters Score -2592289 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2592387.750000 Penalty: 3283.526367
	Iteration 13Q: 3 clusters Score -2592388 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2592427.500000 Penalty: 3283.526367
	Iteration 14Q: 3 clusters Score -2592428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2592462.750000 Penalty: 3283.526367
	Iteration 15Q: 3 clusters Score -2592463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2592483.500000 Penalty: 3283.526367
	Iteration 16Q: 3 clusters Score -2592484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2592492.750000 Penalty: 3283.526367
	Iteration 17Q: 3 clusters Score -2592493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2592502.000000 Penalty: 3283.526367
	Iteration 18Q: 3 clusters Score -2592502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2592507.000000 Penalty: 3283.526367
	Iteration 19Q: 3 clusters Score -2592507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2592520.750000 Penalty: 3283.526367
	Iteration 20F: 3 clusters Score -2592521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2592532.750000 Penalty: 3283.526367
	Iteration 21Q: 3 clusters Score -2592533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -2592541.500000 Penalty: 3283.526367
	Iteration 22Q: 3 clusters Score -2592542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2592542.750000 Penalty: 3283.526367
	Iteration 23Q: 3 clusters Score -2592543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2592542.750000 Penalty: 3283.526367
	Iteration 24F: 3 clusters Score -2592543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Entering Unmasked Estep 
Score: -1974626.250000 Penalty: 1598.976440
	Iteration 0F: 2 clusters Score -1974626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1961802.500000 Penalty: 3197.952881
	Iteration 0F: 3 clusters Score -1961802 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1966302.125000 Penalty: 3197.952881
	Iteration 1F: 3 clusters Score -1966302 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1966658.125000 Penalty: 3197.952881
	Iteration 2F: 3 clusters Score -1966658 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1967045.125000 Penalty: 3197.952881
	Iteration 3Q: 3 clusters Score -1967045 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1967471.250000 Penalty: 3197.952881
	Iteration 4Q: 3 clusters Score -1967471 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1967965.875000 Penalty: 3197.952881
	Iteration 5F: 3 clusters Score -1967966 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1968605.875000 Penalty: 3197.952881
	Iteration 6F: 3 clusters Score -1968606 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1969400.750000 Penalty: 3197.952881
	Iteration 7F: 3 clusters Score -1969401 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1970420.750000 Penalty: 3197.952881
	Iteration 8F: 3 clusters Score -1970421 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1971386.625000 Penalty: 3197.952881
	Iteration 9F: 3 clusters Score -1971387 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1972094.500000 Penalty: 3197.952881
	Iteration 10F: 3 clusters Score -1972094 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1972503.125000 Penalty: 3197.952881
	Iteration 11Q: 3 clusters Score -1972503 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1972717.500000 Penalty: 3197.952881
	Iteration 12Q: 3 clusters Score -1972718 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1972853.250000 Penalty: 3197.952881
	Iteration 13Q: 3 clusters Score -1972853 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1972922.625000 Penalty: 3197.952881
	Iteration 14Q: 3 clusters Score -1972923 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1972982.875000 Penalty: 3197.952881
	Iteration 15Q: 3 clusters Score -1972983 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1973022.250000 Penalty: 3197.952881
	Iteration 16Q: 3 clusters Score -1973022 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1973052.250000 Penalty: 3197.952881
	Iteration 17Q: 3 clusters Score -1973052 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1973073.125000 Penalty: 3197.952881
	Iteration 18Q: 3 clusters Score -1973073 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1973097.375000 Penalty: 3197.952881
	Iteration 19Q: 3 clusters Score -1973097 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1973110.625000 Penalty: 3197.952881
	Iteration 20F: 3 clusters Score -1973111 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1973118.500000 Penalty: 3197.952881
	Iteration 21Q: 3 clusters Score -1973118 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1973127.250000 Penalty: 3197.952881
	Iteration 22Q: 3 clusters Score -1973127 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1973137.625000 Penalty: 3197.952881
	Iteration 23Q: 3 clusters Score -1973138 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1973146.875000 Penalty: 3197.952881
	Iteration 24Q: 3 clusters Score -1973147 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1973155.000000 Penalty: 3197.952881
	Iteration 25Q: 3 clusters Score -1973155 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1973150.625000 Penalty: 3197.952881
	Iteration 26Q: 3 clusters Score -1973151 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1973155.375000 Penalty: 3197.952881
	Iteration 27Q: 3 clusters Score -1973155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1973158.375000 Penalty: 3197.952881
	Iteration 28Q: 3 clusters Score -1973158 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1973164.375000 Penalty: 3197.952881
	Iteration 29Q: 3 clusters Score -1973164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1973165.375000 Penalty: 3197.952881
	Iteration 30Q: 3 clusters Score -1973165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1973168.625000 Penalty: 3197.952881
	Iteration 31Q: 3 clusters Score -1973169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1973169.125000 Penalty: 3197.952881
	Iteration 32Q: 3 clusters Score -1973169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1973167.000000 Penalty: 3197.952881
	Iteration 33Q: 3 clusters Score -1973167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1973171.000000 Penalty: 3197.952881
	Iteration 34Q: 3 clusters Score -1973171 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1973178.000000 Penalty: 3197.952881
	Iteration 35Q: 3 clusters Score -1973178 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1973177.125000 Penalty: 3197.952881
	Iteration 36Q: 3 clusters Score -1973177 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1973184.250000 Penalty: 3197.952881
	Iteration 37Q: 3 clusters Score -1973184 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1973188.750000 Penalty: 3197.952881
	Iteration 38Q: 3 clusters Score -1973189 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1973191.000000 Penalty: 3197.952881
	Iteration 39Q: 3 clusters Score -1973191 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1973202.500000 Penalty: 3197.952881
	Iteration 40F: 3 clusters Score -1973202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1973215.000000 Penalty: 3197.952881
	Iteration 41Q: 3 clusters Score -1973215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1973210.500000 Penalty: 3197.952881
	Iteration 42Q: 3 clusters Score -1973210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1973209.625000 Penalty: 3197.952881
	Iteration 43Q: 3 clusters Score -1973210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1973211.250000 Penalty: 3197.952881
	Iteration 44Q: 3 clusters Score -1973211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1973208.375000 Penalty: 3197.952881
	Iteration 45Q: 3 clusters Score -1973208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1973211.250000 Penalty: 3197.952881
	Iteration 46Q: 3 clusters Score -1973211 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1973216.875000 Penalty: 3197.952881
	Iteration 47Q: 3 clusters Score -1973217 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1973218.625000 Penalty: 3197.952881
	Iteration 48Q: 3 clusters Score -1973219 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1973225.250000 Penalty: 3197.952881
	Iteration 49Q: 3 clusters Score -1973225 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1973226.875000 Penalty: 3197.952881
	Iteration 50Q: 3 clusters Score -1973227 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1973239.750000 Penalty: 3197.952881
	Iteration 51Q: 3 clusters Score -1973240 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1973250.375000 Penalty: 3197.952881
	Iteration 52Q: 3 clusters Score -1973250 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1973256.625000 Penalty: 3197.952881
	Iteration 53Q: 3 clusters Score -1973257 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1973263.375000 Penalty: 3197.952881
	Iteration 54Q: 3 clusters Score -1973263 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1973265.625000 Penalty: 3197.952881
	Iteration 55Q: 3 clusters Score -1973266 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1973316 nChanged 41
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Mstep: Class 1 contains 9286 members 
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	Iteration 61Q: 3 clusters Score -1973317 nChanged 57
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Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1973339 nChanged 55
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Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1973343 nChanged 43
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Mstep: Class 1 contains 9067 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1973349 nChanged 46
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Mstep: Class 1 contains 9021 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1973355 nChanged 45
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Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1973362 nChanged 41
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Mstep: Class 1 contains 8935 members 
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	Iteration 68Q: 3 clusters Score -1973367 nChanged 47
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Mstep: Class 1 contains 8888 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1973370 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8838 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1973384 nChanged 54
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Mstep: Class 1 contains 8786 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1973386 nChanged 43
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Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1973395 nChanged 49
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Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1973399 nChanged 59
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Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1973413 nChanged 67
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Mstep: Class 1 contains 8570 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1973426 nChanged 52
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Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1973429 nChanged 48
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Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1973435 nChanged 43
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Mstep: Class 1 contains 8386 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1973450 nChanged 55
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Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1973460 nChanged 43
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Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1973461 nChanged 37
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Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1973460 nChanged 40
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Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1973459 nChanged 36
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Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1973464 nChanged 27
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Mstep: Class 1 contains 8150 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1973471 nChanged 27
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Mstep: Class 1 contains 8123 members 
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	Iteration 86Q: 3 clusters Score -1973471 nChanged 24
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Mstep: Class 1 contains 8099 members 
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	Iteration 87Q: 3 clusters Score -1973471 nChanged 15
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Mstep: Class 1 contains 8084 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1973469 nChanged 17
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Mstep: Class 1 contains 8067 members 
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	Iteration 89Q: 3 clusters Score -1973474 nChanged 17
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Mstep: Class 1 contains 8050 members 
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	Iteration 90Q: 3 clusters Score -1973478 nChanged 13
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	Iteration 91Q: 3 clusters Score -1973480 nChanged 14
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Mstep: Class 1 contains 8023 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1973479 nChanged 10
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Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1973481 nChanged 10
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Mstep: Class 1 contains 7988 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1973482 nChanged 3
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Mstep: Class 1 contains 7985 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1973482 nChanged 3
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Mstep: Class 1 contains 7982 members 
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	Iteration 98Q: 3 clusters Score -1973482 nChanged 6
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Mstep: Class 1 contains 7976 members 
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Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1973484 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1973484 nChanged 8
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Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1973484 nChanged 8
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Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 10820 members 
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	Iteration 103Q: 3 clusters Score -1973483 nChanged 14
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Mstep: Class 1 contains 7933 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1973490 nChanged 15
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Mstep: Class 1 contains 7918 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1973489 nChanged 10
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Mstep: Class 1 contains 7908 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1973491 nChanged 13
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Mstep: Class 1 contains 7895 members 
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	Iteration 107Q: 3 clusters Score -1973486 nChanged 17
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Mstep: Class 1 contains 7878 members 
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	Iteration 108Q: 3 clusters Score -1973491 nChanged 16
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Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1973490 nChanged 19
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Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1973490 nChanged 23
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Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1973495 nChanged 23
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Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1973492 nChanged 23
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Mstep: Class 1 contains 7776 members 
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	Iteration 113Q: 3 clusters Score -1973498 nChanged 20
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Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1973498 nChanged 21
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Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1973500 nChanged 27
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Mstep: Class 1 contains 7708 members 
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	Iteration 116Q: 3 clusters Score -1973502 nChanged 28
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Mstep: Class 1 contains 7682 members 
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	Iteration 117Q: 3 clusters Score -1973510 nChanged 31
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Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 11114 members 
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	Iteration 118Q: 3 clusters Score -1973517 nChanged 25
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Mstep: Class 1 contains 7628 members 
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	Iteration 119Q: 3 clusters Score -1973519 nChanged 23
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Mstep: Class 1 contains 7605 members 
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	Iteration 120F: 3 clusters Score -1973528 nChanged 21
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Mstep: Class 1 contains 7584 members 
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	Iteration 121Q: 3 clusters Score -1973522 nChanged 24
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Mstep: Class 1 contains 7560 members 
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	Iteration 122Q: 3 clusters Score -1973523 nChanged 21
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Mstep: Class 1 contains 7539 members 
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	Iteration 123Q: 3 clusters Score -1973522 nChanged 17
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Mstep: Class 1 contains 7522 members 
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	Iteration 124Q: 3 clusters Score -1973523 nChanged 18
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	Iteration 125Q: 3 clusters Score -1973522 nChanged 19
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Mstep: Class 1 contains 7485 members 
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	Iteration 126Q: 3 clusters Score -1973526 nChanged 21
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Mstep: Class 1 contains 7464 members 
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	Iteration 127Q: 3 clusters Score -1973531 nChanged 25
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	Iteration 128Q: 3 clusters Score -1973528 nChanged 25
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Mstep: Class 1 contains 7414 members 
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	Iteration 129Q: 3 clusters Score -1973528 nChanged 29
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Mstep: Class 1 contains 7385 members 
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	Iteration 130Q: 3 clusters Score -1973532 nChanged 22
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	Iteration 131Q: 3 clusters Score -1973538 nChanged 16
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	Iteration 132Q: 3 clusters Score -1973543 nChanged 23
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	Iteration 133Q: 3 clusters Score -1973540 nChanged 25
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	Iteration 134Q: 3 clusters Score -1973546 nChanged 26
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	Iteration 135Q: 3 clusters Score -1973550 nChanged 25
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	Iteration 136Q: 3 clusters Score -1973555 nChanged 27
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	Iteration 137Q: 3 clusters Score -1973557 nChanged 29
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Mstep: Class 1 contains 7198 members 
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	Iteration 138Q: 3 clusters Score -1973560 nChanged 31
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Mstep: Class 1 contains 7167 members 
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	Iteration 139Q: 3 clusters Score -1973562 nChanged 39
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Mstep: Class 1 contains 7128 members 
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	Iteration 140F: 3 clusters Score -1973570 nChanged 33
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Mstep: Class 1 contains 7095 members 
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	Iteration 141Q: 3 clusters Score -1973566 nChanged 32
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Mstep: Class 1 contains 7063 members 
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	Iteration 142Q: 3 clusters Score -1973570 nChanged 35
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	Iteration 143Q: 3 clusters Score -1973576 nChanged 32
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Mstep: Class 1 contains 6996 members 
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	Iteration 144Q: 3 clusters Score -1973584 nChanged 32
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Mstep: Class 1 contains 6964 members 
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	Iteration 145Q: 3 clusters Score -1973585 nChanged 31
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	Iteration 146Q: 3 clusters Score -1973586 nChanged 31
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Mstep: Class 1 contains 6902 members 
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	Iteration 147Q: 3 clusters Score -1973588 nChanged 25
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Mstep: Class 1 contains 6877 members 
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	Iteration 148Q: 3 clusters Score -1973594 nChanged 19
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Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1973598.875000 Penalty: 3197.952881
	Iteration 149Q: 3 clusters Score -1973599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1973601.625000 Penalty: 3197.952881
	Iteration 150Q: 3 clusters Score -1973602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1973602.250000 Penalty: 3197.952881
	Iteration 151Q: 3 clusters Score -1973602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1973607.500000 Penalty: 3197.952881
	Iteration 152Q: 3 clusters Score -1973608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1973611.375000 Penalty: 3197.952881
	Iteration 153Q: 3 clusters Score -1973611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1973614.000000 Penalty: 3197.952881
	Iteration 154Q: 3 clusters Score -1973614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1973613.875000 Penalty: 3197.952881
	Iteration 155Q: 3 clusters Score -1973614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1973615.000000 Penalty: 3197.952881
	Iteration 156Q: 3 clusters Score -1973615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1973616.375000 Penalty: 3197.952881
	Iteration 157Q: 3 clusters Score -1973616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1973614.625000 Penalty: 3197.952881
	Iteration 158Q: 3 clusters Score -1973615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1973613.000000 Penalty: 3197.952881
	Iteration 159Q: 3 clusters Score -1973613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1973616.000000 Penalty: 3197.952881
	Iteration 160F: 3 clusters Score -1973616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1973612.750000 Penalty: 3197.952881
	Iteration 161Q: 3 clusters Score -1973613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1973611.000000 Penalty: 3197.952881
	Iteration 162Q: 3 clusters Score -1973611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1973611.750000 Penalty: 3197.952881
	Iteration 163Q: 3 clusters Score -1973612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1973611.250000 Penalty: 3197.952881
	Iteration 164Q: 3 clusters Score -1973611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1973610.500000 Penalty: 3197.952881
	Iteration 165Q: 3 clusters Score -1973610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1973609.875000 Penalty: 3197.952881
	Iteration 166Q: 3 clusters Score -1973610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1973609.875000 Penalty: 3197.952881
	Iteration 167Q: 3 clusters Score -1973610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1973608.125000 Penalty: 3197.952881
	Iteration 168Q: 3 clusters Score -1973608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1973610.375000 Penalty: 3197.952881
	Iteration 169Q: 3 clusters Score -1973610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1973610.875000 Penalty: 3197.952881
	Iteration 170Q: 3 clusters Score -1973611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1973609.875000 Penalty: 3197.952881
	Iteration 171Q: 3 clusters Score -1973610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1973612.875000 Penalty: 3197.952881
	Iteration 172Q: 3 clusters Score -1973613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1973612.625000 Penalty: 3197.952881
	Iteration 173Q: 3 clusters Score -1973613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1973611.250000 Penalty: 3197.952881
	Iteration 174Q: 3 clusters Score -1973611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1973617.375000 Penalty: 3197.952881
	Iteration 175Q: 3 clusters Score -1973617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1973616.875000 Penalty: 3197.952881
	Iteration 176Q: 3 clusters Score -1973617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1973618.250000 Penalty: 3197.952881
	Iteration 177Q: 3 clusters Score -1973618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1973617.250000 Penalty: 3197.952881
	Iteration 178Q: 3 clusters Score -1973617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1973617.375000 Penalty: 3197.952881
	Iteration 179Q: 3 clusters Score -1973617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1973618.875000 Penalty: 3197.952881
	Iteration 180F: 3 clusters Score -1973619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1973618.125000 Penalty: 3197.952881
	Iteration 181Q: 3 clusters Score -1973618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1973618.125000 Penalty: 3197.952881
	Iteration 182F: 3 clusters Score -1973618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Entering Unmasked Estep 
Score: -1557237.125000 Penalty: 1561.808228
	Iteration 0F: 2 clusters Score -1557237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1546929.625000 Penalty: 3123.616455
	Iteration 0F: 3 clusters Score -1546930 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1550702.500000 Penalty: 3123.616455
	Iteration 1F: 3 clusters Score -1550702 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1551193.250000 Penalty: 3123.616455
	Iteration 2F: 3 clusters Score -1551193 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1551771.375000 Penalty: 3123.616455
	Iteration 3F: 3 clusters Score -1551771 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1552439.125000 Penalty: 3123.616455
	Iteration 4F: 3 clusters Score -1552439 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1553109.250000 Penalty: 3123.616455
	Iteration 5F: 3 clusters Score -1553109 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1553661.750000 Penalty: 3123.616455
	Iteration 6F: 3 clusters Score -1553662 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1554134.625000 Penalty: 3123.616455
	Iteration 7F: 3 clusters Score -1554135 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1554564.250000 Penalty: 3123.616455
	Iteration 8Q: 3 clusters Score -1554564 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1554906.750000 Penalty: 3123.616455
	Iteration 9Q: 3 clusters Score -1554907 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1555172.500000 Penalty: 3123.616455
	Iteration 10Q: 3 clusters Score -1555172 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1555450.625000 Penalty: 3123.616455
	Iteration 11Q: 3 clusters Score -1555451 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1555691.875000 Penalty: 3123.616455
	Iteration 12Q: 3 clusters Score -1555692 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1555866.375000 Penalty: 3123.616455
	Iteration 13Q: 3 clusters Score -1555866 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1555984.375000 Penalty: 3123.616455
	Iteration 14Q: 3 clusters Score -1555984 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1556068.625000 Penalty: 3123.616455
	Iteration 15Q: 3 clusters Score -1556069 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1556120.750000 Penalty: 3123.616455
	Iteration 16Q: 3 clusters Score -1556121 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1556164.750000 Penalty: 3123.616455
	Iteration 17Q: 3 clusters Score -1556165 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1556214.250000 Penalty: 3123.616455
	Iteration 18Q: 3 clusters Score -1556214 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1556269.500000 Penalty: 3123.616455
	Iteration 19Q: 3 clusters Score -1556270 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1556309.875000 Penalty: 3123.616455
	Iteration 20F: 3 clusters Score -1556310 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1556353.375000 Penalty: 3123.616455
	Iteration 21Q: 3 clusters Score -1556353 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1556399.875000 Penalty: 3123.616455
	Iteration 22Q: 3 clusters Score -1556400 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1556449.500000 Penalty: 3123.616455
	Iteration 23Q: 3 clusters Score -1556450 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1556499.875000 Penalty: 3123.616455
	Iteration 24Q: 3 clusters Score -1556500 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1556545.000000 Penalty: 3123.616455
	Iteration 25Q: 3 clusters Score -1556545 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1556587.125000 Penalty: 3123.616455
	Iteration 26Q: 3 clusters Score -1556587 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1556608.250000 Penalty: 3123.616455
	Iteration 27Q: 3 clusters Score -1556608 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1556632.250000 Penalty: 3123.616455
	Iteration 28Q: 3 clusters Score -1556632 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1556642.000000 Penalty: 3123.616455
	Iteration 29Q: 3 clusters Score -1556642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1556651.375000 Penalty: 3123.616455
	Iteration 30Q: 3 clusters Score -1556651 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1556663.125000 Penalty: 3123.616455
	Iteration 31Q: 3 clusters Score -1556663 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1556676.375000 Penalty: 3123.616455
	Iteration 32Q: 3 clusters Score -1556676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1556693.250000 Penalty: 3123.616455
	Iteration 33Q: 3 clusters Score -1556693 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1556700.000000 Penalty: 3123.616455
	Iteration 34Q: 3 clusters Score -1556700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1556717.625000 Penalty: 3123.616455
	Iteration 35Q: 3 clusters Score -1556718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1556728.875000 Penalty: 3123.616455
	Iteration 36Q: 3 clusters Score -1556729 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1556736.375000 Penalty: 3123.616455
	Iteration 37Q: 3 clusters Score -1556736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1556737.625000 Penalty: 3123.616455
	Iteration 38Q: 3 clusters Score -1556738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1556739.625000 Penalty: 3123.616455
	Iteration 39Q: 3 clusters Score -1556740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1556742.625000 Penalty: 3123.616455
	Iteration 40F: 3 clusters Score -1556743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1556742.750000 Penalty: 3123.616455
	Iteration 41Q: 3 clusters Score -1556743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1556746.875000 Penalty: 3123.616455
	Iteration 42Q: 3 clusters Score -1556747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1556747.375000 Penalty: 3123.616455
	Iteration 43Q: 3 clusters Score -1556747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1556747.000000 Penalty: 3123.616455
	Iteration 44Q: 3 clusters Score -1556747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1556748.000000 Penalty: 3123.616455
	Iteration 45Q: 3 clusters Score -1556748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1556750.625000 Penalty: 3123.616455
	Iteration 46Q: 3 clusters Score -1556751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1556758.000000 Penalty: 3123.616455
	Iteration 47Q: 3 clusters Score -1556758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1556765.500000 Penalty: 3123.616455
	Iteration 48Q: 3 clusters Score -1556766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1556767.250000 Penalty: 3123.616455
	Iteration 49Q: 3 clusters Score -1556767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1556767.000000 Penalty: 3123.616455
	Iteration 50Q: 3 clusters Score -1556767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1556774.375000 Penalty: 3123.616455
	Iteration 51Q: 3 clusters Score -1556774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1556783.375000 Penalty: 3123.616455
	Iteration 52Q: 3 clusters Score -1556783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1556790.625000 Penalty: 3123.616455
	Iteration 53Q: 3 clusters Score -1556791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1556803.750000 Penalty: 3123.616455
	Iteration 54Q: 3 clusters Score -1556804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1556814.500000 Penalty: 3123.616455
	Iteration 55Q: 3 clusters Score -1556814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1556824.375000 Penalty: 3123.616455
	Iteration 56Q: 3 clusters Score -1556824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1556830.125000 Penalty: 3123.616455
	Iteration 57Q: 3 clusters Score -1556830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1556835.625000 Penalty: 3123.616455
	Iteration 58Q: 3 clusters Score -1556836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1556838.625000 Penalty: 3123.616455
	Iteration 59Q: 3 clusters Score -1556839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1556843.500000 Penalty: 3123.616455
	Iteration 60F: 3 clusters Score -1556844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1556854.750000 Penalty: 3123.616455
	Iteration 61Q: 3 clusters Score -1556855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1556863.250000 Penalty: 3123.616455
	Iteration 62Q: 3 clusters Score -1556863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1556873.375000 Penalty: 3123.616455
	Iteration 63Q: 3 clusters Score -1556873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1556876.375000 Penalty: 3123.616455
	Iteration 64Q: 3 clusters Score -1556876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1556878.500000 Penalty: 3123.616455
	Iteration 65Q: 3 clusters Score -1556878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1556878.500000 Penalty: 3123.616455
	Iteration 66F: 3 clusters Score -1556878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (121071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121071 members 
Entering Unmasked Estep 
Score: -13014468.000000 Penalty: 1901.921509
	Iteration 0F: 2 clusters Score -1.301447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60537 members 
Mstep: Class 2 contains 60534 members 
Entering Unmasked Estep 
Score: -12933411.000000 Penalty: 3803.843018
	Iteration 0F: 3 clusters Score -1.293341e+07 nChanged 58292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62617 members 
Mstep: Class 2 contains 58454 members 
Entering Unmasked Estep 
Score: -12967866.000000 Penalty: 3803.843018
	Iteration 1F: 3 clusters Score -1.296787e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63818 members 
Mstep: Class 2 contains 57253 members 
Entering Unmasked Estep 
Score: -12968978.000000 Penalty: 3803.843018
	Iteration 2Q: 3 clusters Score -1.296898e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65645 members 
Mstep: Class 2 contains 55426 members 
Entering Unmasked Estep 
Score: -12970603.000000 Penalty: 3803.843018
	Iteration 3Q: 3 clusters Score -1.29706e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68258 members 
Mstep: Class 2 contains 52813 members 
Entering Unmasked Estep 
Score: -12972815.000000 Penalty: 3803.843018
	Iteration 4Q: 3 clusters Score -1.297282e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71692 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
Score: -12975978.000000 Penalty: 3803.843018
	Iteration 5F: 3 clusters Score -1.297598e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75986 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -12979843.000000 Penalty: 3803.843018
	Iteration 6F: 3 clusters Score -1.297984e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81109 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -12984235.000000 Penalty: 3803.843018
	Iteration 7F: 3 clusters Score -1.298424e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86748 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -12988554.000000 Penalty: 3803.843018
	Iteration 8F: 3 clusters Score -1.298855e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92526 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -12992972.000000 Penalty: 3803.843018
	Iteration 9F: 3 clusters Score -1.299297e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98094 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -12997233.000000 Penalty: 3803.843018
	Iteration 10Q: 3 clusters Score -1.299723e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102854 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -13001193.000000 Penalty: 3803.843018
	Iteration 11Q: 3 clusters Score -1.300119e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106514 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -13004386.000000 Penalty: 3803.843018
	Iteration 12Q: 3 clusters Score -1.300439e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109159 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -13006583.000000 Penalty: 3803.843018
	Iteration 13Q: 3 clusters Score -1.300658e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111122 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -13007974.000000 Penalty: 3803.843018
	Iteration 14Q: 3 clusters Score -1.300797e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112689 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -13008930.000000 Penalty: 3803.843018
	Iteration 15Q: 3 clusters Score -1.300893e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113954 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -13009738.000000 Penalty: 3803.843018
	Iteration 16Q: 3 clusters Score -1.300974e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115035 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -13010357.000000 Penalty: 3803.843018
	Iteration 17Q: 3 clusters Score -1.301036e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115894 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -13010822.000000 Penalty: 3803.843018
	Iteration 18Q: 3 clusters Score -1.301082e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116596 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -13011257.000000 Penalty: 3803.843018
	Iteration 19Q: 3 clusters Score -1.301126e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117159 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -13011507.000000 Penalty: 3803.843018
	Iteration 20F: 3 clusters Score -1.301151e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117624 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -13011763.000000 Penalty: 3803.843018
	Iteration 21Q: 3 clusters Score -1.301176e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118022 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -13011955.000000 Penalty: 3803.843018
	Iteration 22Q: 3 clusters Score -1.301196e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118338 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -13012100.000000 Penalty: 3803.843018
	Iteration 23Q: 3 clusters Score -1.30121e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118607 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -13012245.000000 Penalty: 3803.843018
	Iteration 24Q: 3 clusters Score -1.301224e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118826 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -13012372.000000 Penalty: 3803.843018
	Iteration 25Q: 3 clusters Score -1.301237e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119014 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -13012438.000000 Penalty: 3803.843018
	Iteration 26Q: 3 clusters Score -1.301244e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119157 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -13012496.000000 Penalty: 3803.843018
	Iteration 27Q: 3 clusters Score -1.30125e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119288 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -13012613.000000 Penalty: 3803.843018
	Iteration 28Q: 3 clusters Score -1.301261e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119410 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -13012689.000000 Penalty: 3803.843018
	Iteration 29Q: 3 clusters Score -1.301269e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119524 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -13012743.000000 Penalty: 3803.843018
	Iteration 30Q: 3 clusters Score -1.301274e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119618 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -13012781.000000 Penalty: 3803.843018
	Iteration 31Q: 3 clusters Score -1.301278e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119683 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -13012806.000000 Penalty: 3803.843018
	Iteration 32Q: 3 clusters Score -1.301281e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119745 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -13012845.000000 Penalty: 3803.843018
	Iteration 33Q: 3 clusters Score -1.301284e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119804 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -13012874.000000 Penalty: 3803.843018
	Iteration 34Q: 3 clusters Score -1.301287e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119851 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -13012925.000000 Penalty: 3803.843018
	Iteration 35Q: 3 clusters Score -1.301292e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119896 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -13012942.000000 Penalty: 3803.843018
	Iteration 36Q: 3 clusters Score -1.301294e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119929 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -13012943.000000 Penalty: 3803.843018
	Iteration 37Q: 3 clusters Score -1.301294e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119949 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -13012974.000000 Penalty: 3803.843018
	Iteration 38Q: 3 clusters Score -1.301297e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119959 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -13012984.000000 Penalty: 3803.843018
	Iteration 39Q: 3 clusters Score -1.301298e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119977 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -13012984.000000 Penalty: 3803.843018
	Iteration 40F: 3 clusters Score -1.301298e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119992 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -13013009.000000 Penalty: 3803.843018
	Iteration 41Q: 3 clusters Score -1.301301e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120003 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -13013014.000000 Penalty: 3803.843018
	Iteration 42Q: 3 clusters Score -1.301301e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120013 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -13013008.000000 Penalty: 3803.843018
	Iteration 43Q: 3 clusters Score -1.301301e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120023 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -13013011.000000 Penalty: 3803.843018
	Iteration 44Q: 3 clusters Score -1.301301e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120032 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -13013018.000000 Penalty: 3803.843018
	Iteration 45Q: 3 clusters Score -1.301302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120038 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -13013022.000000 Penalty: 3803.843018
	Iteration 46Q: 3 clusters Score -1.301302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120040 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -13013018.000000 Penalty: 3803.843018
	Iteration 47Q: 3 clusters Score -1.301302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120046 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -13013021.000000 Penalty: 3803.843018
	Iteration 48Q: 3 clusters Score -1.301302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120056 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -13013030.000000 Penalty: 3803.843018
	Iteration 49Q: 3 clusters Score -1.301303e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120065 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -13013025.000000 Penalty: 3803.843018
	Iteration 50Q: 3 clusters Score -1.301302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120073 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -13013028.000000 Penalty: 3803.843018
	Iteration 51Q: 3 clusters Score -1.301303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120076 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -13013038.000000 Penalty: 3803.843018
	Iteration 52Q: 3 clusters Score -1.301304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120076 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -13013038.000000 Penalty: 3803.843018
	Iteration 53F: 3 clusters Score -1.301304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Entering Unmasked Estep 
Score: -4221860.000000 Penalty: 1733.103271
	Iteration 0F: 2 clusters Score -4221860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -4193188.000000 Penalty: 3466.206543
	Iteration 0F: 3 clusters Score -4193188 nChanged 19957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -4204584.000000 Penalty: 3466.206543
	Iteration 1F: 3 clusters Score -4204584 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -4205300.500000 Penalty: 3466.206543
	Iteration 2Q: 3 clusters Score -4205300 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -4206096.500000 Penalty: 3466.206543
	Iteration 3Q: 3 clusters Score -4206096 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -4207172.500000 Penalty: 3466.206543
	Iteration 4Q: 3 clusters Score -4207172 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -4208505.500000 Penalty: 3466.206543
	Iteration 5F: 3 clusters Score -4208506 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -4210006.500000 Penalty: 3466.206543
	Iteration 6F: 3 clusters Score -4210006 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -4211433.500000 Penalty: 3466.206543
	Iteration 7F: 3 clusters Score -4211434 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -4212498.000000 Penalty: 3466.206543
	Iteration 8Q: 3 clusters Score -4212498 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -4213100.500000 Penalty: 3466.206543
	Iteration 9Q: 3 clusters Score -4213100 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -4213444.000000 Penalty: 3466.206543
	Iteration 10Q: 3 clusters Score -4213444 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -4213637.500000 Penalty: 3466.206543
	Iteration 11Q: 3 clusters Score -4213638 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -4213805.500000 Penalty: 3466.206543
	Iteration 12Q: 3 clusters Score -4213806 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -4213907.500000 Penalty: 3466.206543
	Iteration 13Q: 3 clusters Score -4213908 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -4214011.500000 Penalty: 3466.206543
	Iteration 14Q: 3 clusters Score -4214012 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -4214094.000000 Penalty: 3466.206543
	Iteration 15Q: 3 clusters Score -4214094 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -4214191.500000 Penalty: 3466.206543
	Iteration 16Q: 3 clusters Score -4214192 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -4214262.500000 Penalty: 3466.206543
	Iteration 17Q: 3 clusters Score -4214262 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -4214336.000000 Penalty: 3466.206543
	Iteration 18Q: 3 clusters Score -4214336 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -4214389.000000 Penalty: 3466.206543
	Iteration 19Q: 3 clusters Score -4214389 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -4214442.500000 Penalty: 3466.206543
	Iteration 20F: 3 clusters Score -4214442 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -4214505.500000 Penalty: 3466.206543
	Iteration 21Q: 3 clusters Score -4214506 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -4214568.500000 Penalty: 3466.206543
	Iteration 22Q: 3 clusters Score -4214568 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -4214646.500000 Penalty: 3466.206543
	Iteration 23Q: 3 clusters Score -4214646 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -4214713.500000 Penalty: 3466.206543
	Iteration 24Q: 3 clusters Score -4214714 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4214802 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4214860 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4214936 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -4215028.500000 Penalty: 3466.206543
	Iteration 28Q: 3 clusters Score -4215028 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4215128 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -4215208.500000 Penalty: 3466.206543
	Iteration 30Q: 3 clusters Score -4215208 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4215296 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4215380 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -4215455.500000 Penalty: 3466.206543
	Iteration 33Q: 3 clusters Score -4215456 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4215492 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4215570 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4215638 nChanged 344
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4215674 nChanged 331
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4215742 nChanged 354
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4215812 nChanged 326
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4215862 nChanged 307
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4215902 nChanged 277
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4215948 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4215985 nChanged 269
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4216028 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4216060 nChanged 269
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4216102 nChanged 262
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4216144 nChanged 254
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4216180 nChanged 265
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4216214 nChanged 258
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -4216254.000000 Penalty: 3466.206543
	Iteration 50Q: 3 clusters Score -4216254 nChanged 234
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4216290 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4216318 nChanged 233
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4216358 nChanged 234
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Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4216386 nChanged 244
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Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4216427 nChanged 258
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Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4216463 nChanged 272
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Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4216502 nChanged 285
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Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4216542 nChanged 276
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4216586 nChanged 287
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4216631 nChanged 313
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4216696 nChanged 341
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4216750 nChanged 345
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4216842 nChanged 377
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4216943 nChanged 408
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4217044 nChanged 453
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4217148 nChanged 477
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4217281 nChanged 518
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4217462 nChanged 600
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4217701 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4217954 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4218204 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4218441 nChanged 689
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4218685 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4218910 nChanged 636
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4219142 nChanged 637
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4219379 nChanged 653
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Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4219629 nChanged 607
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Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4219872 nChanged 548
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Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4220082 nChanged 472
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Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4220278 nChanged 417
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Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4220430 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4220532 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4220647 nChanged 286
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4220752 nChanged 279
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Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 38845 members 
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	Iteration 85Q: 3 clusters Score -4220838 nChanged 246
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Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 39091 members 
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	Iteration 86Q: 3 clusters Score -4220925 nChanged 220
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Mstep: Class 1 contains 3532 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4221014 nChanged 190
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Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4221068 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4221124 nChanged 162
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Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 39820 members 
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	Iteration 90Q: 3 clusters Score -4221160 nChanged 138
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Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4221193 nChanged 107
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Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4221226 nChanged 87
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Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4221230 nChanged 84
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Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4221265 nChanged 86
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Mstep: Class 1 contains 2545 members 
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	Iteration 95Q: 3 clusters Score -4221277 nChanged 66
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Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 40360 members 
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	Iteration 96Q: 3 clusters Score -4221302 nChanged 62
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Mstep: Class 1 contains 2423 members 
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	Iteration 97Q: 3 clusters Score -4221314 nChanged 60
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Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4221320 nChanged 56
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Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -4221341.000000 Penalty: 3466.206543
	Iteration 99Q: 3 clusters Score -4221341 nChanged 51
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Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -4221347.500000 Penalty: 3466.206543
	Iteration 100F: 3 clusters Score -4221348 nChanged 47
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Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4221370 nChanged 43
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Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4221382 nChanged 35
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Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4221380 nChanged 33
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Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 40721 members 
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	Iteration 104Q: 3 clusters Score -4221380 nChanged 26
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Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4221386 nChanged 20
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Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4221393 nChanged 27
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Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 40788 members 
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	Iteration 107Q: 3 clusters Score -4221398 nChanged 18
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Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 40806 members 
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	Iteration 108Q: 3 clusters Score -4221396 nChanged 14
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Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 40816 members 
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	Iteration 109Q: 3 clusters Score -4221392 nChanged 17
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Mstep: Class 1 contains 2008 members 
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	Iteration 110Q: 3 clusters Score -4221398 nChanged 17
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Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4221408 nChanged 21
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Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4221410 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4221413 nChanged 25
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Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4221431 nChanged 19
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Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4221432 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4221430 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -4221434.500000 Penalty: 3466.206543
	Iteration 117Q: 3 clusters Score -4221434 nChanged 10
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Entering Unmasked Estep 
Score: -4221436.500000 Penalty: 3466.206543
	Iteration 118Q: 3 clusters Score -4221436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -4221434.500000 Penalty: 3466.206543
	Iteration 119Q: 3 clusters Score -4221434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -4221432.500000 Penalty: 3466.206543
	Iteration 120F: 3 clusters Score -4221432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -4221432.000000 Penalty: 3466.206543
	Iteration 121Q: 3 clusters Score -4221432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -4221436.000000 Penalty: 3466.206543
	Iteration 122Q: 3 clusters Score -4221436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -4221433.000000 Penalty: 3466.206543
	Iteration 123Q: 3 clusters Score -4221433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -4221437.000000 Penalty: 3466.206543
	Iteration 124Q: 3 clusters Score -4221437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -4221434.000000 Penalty: 3466.206543
	Iteration 125Q: 3 clusters Score -4221434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -4221434.000000 Penalty: 3466.206543
	Iteration 126Q: 3 clusters Score -4221434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -4221434.000000 Penalty: 3466.206543
	Iteration 127F: 3 clusters Score -4221434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Entering Unmasked Estep 
Score: -1325567.125000 Penalty: 1533.537964
	Iteration 0F: 2 clusters Score -1325567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1316774.625000 Penalty: 3067.075928
	Iteration 0F: 3 clusters Score -1316775 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1319861.375000 Penalty: 3067.075928
	Iteration 1F: 3 clusters Score -1319861 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1320151.000000 Penalty: 3067.075928
	Iteration 2F: 3 clusters Score -1320151 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1320363.000000 Penalty: 3067.075928
	Iteration 3Q: 3 clusters Score -1320363 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1320519.250000 Penalty: 3067.075928
	Iteration 4Q: 3 clusters Score -1320519 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1320662.625000 Penalty: 3067.075928
	Iteration 5Q: 3 clusters Score -1320663 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1320803.875000 Penalty: 3067.075928
	Iteration 6Q: 3 clusters Score -1320804 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1320921.875000 Penalty: 3067.075928
	Iteration 7Q: 3 clusters Score -1320922 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1321053.500000 Penalty: 3067.075928
	Iteration 8Q: 3 clusters Score -1321054 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1321202.500000 Penalty: 3067.075928
	Iteration 9Q: 3 clusters Score -1321202 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1321388.500000 Penalty: 3067.075928
	Iteration 10Q: 3 clusters Score -1321388 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1321683.500000 Penalty: 3067.075928
	Iteration 11Q: 3 clusters Score -1321684 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1322040.625000 Penalty: 3067.075928
	Iteration 12Q: 3 clusters Score -1322041 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1322444.125000 Penalty: 3067.075928
	Iteration 13Q: 3 clusters Score -1322444 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1322874.000000 Penalty: 3067.075928
	Iteration 14Q: 3 clusters Score -1322874 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1323244.500000 Penalty: 3067.075928
	Iteration 15Q: 3 clusters Score -1323244 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1323518.125000 Penalty: 3067.075928
	Iteration 16Q: 3 clusters Score -1323518 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1323723.250000 Penalty: 3067.075928
	Iteration 17Q: 3 clusters Score -1323723 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1323845.500000 Penalty: 3067.075928
	Iteration 18Q: 3 clusters Score -1323846 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1323931.250000 Penalty: 3067.075928
	Iteration 19Q: 3 clusters Score -1323931 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1323998.000000 Penalty: 3067.075928
	Iteration 20F: 3 clusters Score -1323998 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1324064.125000 Penalty: 3067.075928
	Iteration 21Q: 3 clusters Score -1324064 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1324100.875000 Penalty: 3067.075928
	Iteration 22Q: 3 clusters Score -1324101 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1324124.125000 Penalty: 3067.075928
	Iteration 23Q: 3 clusters Score -1324124 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1324142.625000 Penalty: 3067.075928
	Iteration 24Q: 3 clusters Score -1324143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1324161.625000 Penalty: 3067.075928
	Iteration 25Q: 3 clusters Score -1324162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1324174.375000 Penalty: 3067.075928
	Iteration 26Q: 3 clusters Score -1324174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1324190.625000 Penalty: 3067.075928
	Iteration 27Q: 3 clusters Score -1324191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1324205.500000 Penalty: 3067.075928
	Iteration 28Q: 3 clusters Score -1324206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1324213.500000 Penalty: 3067.075928
	Iteration 29Q: 3 clusters Score -1324214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1324225.125000 Penalty: 3067.075928
	Iteration 30Q: 3 clusters Score -1324225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1324236.000000 Penalty: 3067.075928
	Iteration 31Q: 3 clusters Score -1324236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1324244.000000 Penalty: 3067.075928
	Iteration 32Q: 3 clusters Score -1324244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1324248.625000 Penalty: 3067.075928
	Iteration 33Q: 3 clusters Score -1324249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1324253.375000 Penalty: 3067.075928
	Iteration 34Q: 3 clusters Score -1324253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1324257.375000 Penalty: 3067.075928
	Iteration 35Q: 3 clusters Score -1324257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1324258.500000 Penalty: 3067.075928
	Iteration 36Q: 3 clusters Score -1324258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1324265.875000 Penalty: 3067.075928
	Iteration 37Q: 3 clusters Score -1324266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1324269.500000 Penalty: 3067.075928
	Iteration 38Q: 3 clusters Score -1324270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1324270.250000 Penalty: 3067.075928
	Iteration 39Q: 3 clusters Score -1324270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1324269.125000 Penalty: 3067.075928
	Iteration 40F: 3 clusters Score -1324269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (174495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174495 members 
Entering Unmasked Estep 
Score: -18727068.000000 Penalty: 1961.318359
	Iteration 0F: 2 clusters Score -1.872707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87521 members 
Mstep: Class 2 contains 86974 members 
Entering Unmasked Estep 
Score: -18617318.000000 Penalty: 3922.636719
	Iteration 0F: 3 clusters Score -1.861732e+07 nChanged 84158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94517 members 
Mstep: Class 2 contains 79978 members 
Entering Unmasked Estep 
Score: -18667842.000000 Penalty: 3922.636719
	Iteration 1F: 3 clusters Score -1.866784e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99602 members 
Mstep: Class 2 contains 74893 members 
Entering Unmasked Estep 
Score: -18670484.000000 Penalty: 3922.636719
	Iteration 2Q: 3 clusters Score -1.867048e+07 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107203 members 
Mstep: Class 2 contains 67292 members 
Entering Unmasked Estep 
Score: -18675286.000000 Penalty: 3922.636719
	Iteration 3F: 3 clusters Score -1.867529e+07 nChanged 12282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117631 members 
Mstep: Class 2 contains 56864 members 
Entering Unmasked Estep 
Score: -18683128.000000 Penalty: 3922.636719
	Iteration 4F: 3 clusters Score -1.868313e+07 nChanged 13948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130019 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -18693808.000000 Penalty: 3922.636719
	Iteration 5F: 3 clusters Score -1.869381e+07 nChanged 13712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142653 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -18704792.000000 Penalty: 3922.636719
	Iteration 6F: 3 clusters Score -1.870479e+07 nChanged 11427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153518 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -18714206.000000 Penalty: 3922.636719
	Iteration 7F: 3 clusters Score -1.871421e+07 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161684 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -18720168.000000 Penalty: 3922.636719
	Iteration 8Q: 3 clusters Score -1.872017e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166890 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -18723386.000000 Penalty: 3922.636719
	Iteration 9Q: 3 clusters Score -1.872339e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169575 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -18724776.000000 Penalty: 3922.636719
	Iteration 10Q: 3 clusters Score -1.872478e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170798 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -18725490.000000 Penalty: 3922.636719
	Iteration 11Q: 3 clusters Score -1.872549e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171334 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -18725840.000000 Penalty: 3922.636719
	Iteration 12Q: 3 clusters Score -1.872584e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171588 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -18726098.000000 Penalty: 3922.636719
	Iteration 13Q: 3 clusters Score -1.87261e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171727 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -18726224.000000 Penalty: 3922.636719
	Iteration 14Q: 3 clusters Score -1.872622e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171806 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -18726308.000000 Penalty: 3922.636719
	Iteration 15Q: 3 clusters Score -1.872631e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171879 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -18726328.000000 Penalty: 3922.636719
	Iteration 16Q: 3 clusters Score -1.872633e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171942 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -18726370.000000 Penalty: 3922.636719
	Iteration 17Q: 3 clusters Score -1.872637e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171998 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -18726386.000000 Penalty: 3922.636719
	Iteration 18Q: 3 clusters Score -1.872639e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172057 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -18726408.000000 Penalty: 3922.636719
	Iteration 19Q: 3 clusters Score -1.872641e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172093 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -18726406.000000 Penalty: 3922.636719
	Iteration 20F: 3 clusters Score -1.872641e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172122 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -18726418.000000 Penalty: 3922.636719
	Iteration 21Q: 3 clusters Score -1.872642e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172151 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -18726412.000000 Penalty: 3922.636719
	Iteration 22Q: 3 clusters Score -1.872641e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172165 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -18726404.000000 Penalty: 3922.636719
	Iteration 23Q: 3 clusters Score -1.87264e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172178 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -18726422.000000 Penalty: 3922.636719
	Iteration 24Q: 3 clusters Score -1.872642e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172194 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -18726410.000000 Penalty: 3922.636719
	Iteration 25Q: 3 clusters Score -1.872641e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172204 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -18726442.000000 Penalty: 3922.636719
	Iteration 26Q: 3 clusters Score -1.872644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172210 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -18726450.000000 Penalty: 3922.636719
	Iteration 27Q: 3 clusters Score -1.872645e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172213 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -18726464.000000 Penalty: 3922.636719
	Iteration 28Q: 3 clusters Score -1.872646e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172214 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -18726444.000000 Penalty: 3922.636719
	Iteration 29Q: 3 clusters Score -1.872644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172220 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -18726436.000000 Penalty: 3922.636719
	Iteration 30Q: 3 clusters Score -1.872644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172221 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -18726438.000000 Penalty: 3922.636719
	Iteration 31Q: 3 clusters Score -1.872644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172222 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -18726440.000000 Penalty: 3922.636719
	Iteration 32Q: 3 clusters Score -1.872644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172226 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -18726448.000000 Penalty: 3922.636719
	Iteration 33Q: 3 clusters Score -1.872645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172224 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -18726452.000000 Penalty: 3922.636719
	Iteration 34Q: 3 clusters Score -1.872645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172222 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -18726440.000000 Penalty: 3922.636719
	Iteration 35Q: 3 clusters Score -1.872644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172221 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -18726434.000000 Penalty: 3922.636719
	Iteration 36Q: 3 clusters Score -1.872643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172221 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -18726434.000000 Penalty: 3922.636719
	Iteration 37F: 3 clusters Score -1.872643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -21592.429688 Penalty: 879.392456
	Iteration 0F: 2 clusters Score -21592.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -20814.833984 Penalty: 1758.784912
	Iteration 0F: 3 clusters Score -20814.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20894.255859 Penalty: 1758.784912
	Iteration 1F: 3 clusters Score -20894.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20913.980469 Penalty: 1758.784912
	Iteration 2Q: 3 clusters Score -20913.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20919.490234 Penalty: 1758.784912
	Iteration 3Q: 3 clusters Score -20919.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20927.671875 Penalty: 1758.784912
	Iteration 4Q: 3 clusters Score -20927.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20938.517578 Penalty: 1758.784912
	Iteration 5Q: 3 clusters Score -20938.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20938.517578 Penalty: 1758.784912
	Iteration 6F: 3 clusters Score -20938.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Entering Unmasked Estep 
Score: -463531.750000 Penalty: 1364.044678
	Iteration 0F: 2 clusters Score -463531.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -459905.906250 Penalty: 2728.089355
	Iteration 0F: 3 clusters Score -459905.9 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -460862.437500 Penalty: 2728.089355
	Iteration 1F: 3 clusters Score -460862.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -461017.125000 Penalty: 2728.089355
	Iteration 2F: 3 clusters Score -461017.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -461120.281250 Penalty: 2728.089355
	Iteration 3Q: 3 clusters Score -461120.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -461201.500000 Penalty: 2728.089355
	Iteration 4Q: 3 clusters Score -461201.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -461289.500000 Penalty: 2728.089355
	Iteration 5Q: 3 clusters Score -461289.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -461403.906250 Penalty: 2728.089355
	Iteration 6Q: 3 clusters Score -461403.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -461562.562500 Penalty: 2728.089355
	Iteration 7Q: 3 clusters Score -461562.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -461752.937500 Penalty: 2728.089355
	Iteration 8F: 3 clusters Score -461752.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -461929.375000 Penalty: 2728.089355
	Iteration 9Q: 3 clusters Score -461929.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -462095.437500 Penalty: 2728.089355
	Iteration 10Q: 3 clusters Score -462095.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -462245.531250 Penalty: 2728.089355
	Iteration 11Q: 3 clusters Score -462245.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -462382.250000 Penalty: 2728.089355
	Iteration 12Q: 3 clusters Score -462382.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -462471.781250 Penalty: 2728.089355
	Iteration 13Q: 3 clusters Score -462471.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -462540.625000 Penalty: 2728.089355
	Iteration 14Q: 3 clusters Score -462540.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -462585.562500 Penalty: 2728.089355
	Iteration 15Q: 3 clusters Score -462585.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -462616.656250 Penalty: 2728.089355
	Iteration 16Q: 3 clusters Score -462616.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -462638.781250 Penalty: 2728.089355
	Iteration 17Q: 3 clusters Score -462638.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -462649.562500 Penalty: 2728.089355
	Iteration 18Q: 3 clusters Score -462649.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -462657.312500 Penalty: 2728.089355
	Iteration 19Q: 3 clusters Score -462657.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -462663.250000 Penalty: 2728.089355
	Iteration 20F: 3 clusters Score -462663.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -462669.468750 Penalty: 2728.089355
	Iteration 21Q: 3 clusters Score -462669.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -462675.312500 Penalty: 2728.089355
	Iteration 22Q: 3 clusters Score -462675.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -462678.625000 Penalty: 2728.089355
	Iteration 23Q: 3 clusters Score -462678.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -462681.437500 Penalty: 2728.089355
	Iteration 24Q: 3 clusters Score -462681.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -462684.187500 Penalty: 2728.089355
	Iteration 25Q: 3 clusters Score -462684.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -462687.562500 Penalty: 2728.089355
	Iteration 26Q: 3 clusters Score -462687.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -462692.343750 Penalty: 2728.089355
	Iteration 27Q: 3 clusters Score -462692.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -462695.031250 Penalty: 2728.089355
	Iteration 28Q: 3 clusters Score -462695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -462696.312500 Penalty: 2728.089355
	Iteration 29Q: 3 clusters Score -462696.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -462697.187500 Penalty: 2728.089355
	Iteration 30Q: 3 clusters Score -462697.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -462697.187500 Penalty: 2728.089355
	Iteration 31F: 3 clusters Score -462697.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Entering Unmasked Estep 
Score: -646004.375000 Penalty: 1432.401123
	Iteration 0F: 2 clusters Score -646004.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -640885.875000 Penalty: 2864.802246
	Iteration 0F: 3 clusters Score -640885.9 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -642513.875000 Penalty: 2864.802246
	Iteration 1F: 3 clusters Score -642513.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -642805.250000 Penalty: 2864.802246
	Iteration 2F: 3 clusters Score -642805.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -643080.187500 Penalty: 2864.802246
	Iteration 3F: 3 clusters Score -643080.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -643363.750000 Penalty: 2864.802246
	Iteration 4F: 3 clusters Score -643363.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -643621.812500 Penalty: 2864.802246
	Iteration 5F: 3 clusters Score -643621.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -643849.687500 Penalty: 2864.802246
	Iteration 6Q: 3 clusters Score -643849.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -644108.500000 Penalty: 2864.802246
	Iteration 7Q: 3 clusters Score -644108.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -644346.250000 Penalty: 2864.802246
	Iteration 8Q: 3 clusters Score -644346.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -644509.187500 Penalty: 2864.802246
	Iteration 9Q: 3 clusters Score -644509.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -644616.562500 Penalty: 2864.802246
	Iteration 10Q: 3 clusters Score -644616.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -644685.750000 Penalty: 2864.802246
	Iteration 11Q: 3 clusters Score -644685.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -644737.687500 Penalty: 2864.802246
	Iteration 12Q: 3 clusters Score -644737.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -644772.187500 Penalty: 2864.802246
	Iteration 13Q: 3 clusters Score -644772.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -644819.125000 Penalty: 2864.802246
	Iteration 14Q: 3 clusters Score -644819.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -644857.187500 Penalty: 2864.802246
	Iteration 15Q: 3 clusters Score -644857.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -644890.937500 Penalty: 2864.802246
	Iteration 16Q: 3 clusters Score -644890.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -644918.375000 Penalty: 2864.802246
	Iteration 17Q: 3 clusters Score -644918.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -644948.437500 Penalty: 2864.802246
	Iteration 18Q: 3 clusters Score -644948.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -644967.562500 Penalty: 2864.802246
	Iteration 19Q: 3 clusters Score -644967.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -644980.000000 Penalty: 2864.802246
	Iteration 20F: 3 clusters Score -644980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -644986.937500 Penalty: 2864.802246
	Iteration 21Q: 3 clusters Score -644986.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -644996.125000 Penalty: 2864.802246
	Iteration 22Q: 3 clusters Score -644996.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -645004.375000 Penalty: 2864.802246
	Iteration 23Q: 3 clusters Score -645004.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -645013.937500 Penalty: 2864.802246
	Iteration 24Q: 3 clusters Score -645013.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -645020.625000 Penalty: 2864.802246
	Iteration 25Q: 3 clusters Score -645020.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -645031.687500 Penalty: 2864.802246
	Iteration 26Q: 3 clusters Score -645031.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -645042.000000 Penalty: 2864.802246
	Iteration 27Q: 3 clusters Score -645042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -645048.875000 Penalty: 2864.802246
	Iteration 28Q: 3 clusters Score -645048.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -645057.062500 Penalty: 2864.802246
	Iteration 29Q: 3 clusters Score -645057.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -645064.937500 Penalty: 2864.802246
	Iteration 30Q: 3 clusters Score -645064.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -645069.062500 Penalty: 2864.802246
	Iteration 31Q: 3 clusters Score -645069.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -645075.312500 Penalty: 2864.802246
	Iteration 32Q: 3 clusters Score -645075.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -645080.125000 Penalty: 2864.802246
	Iteration 33Q: 3 clusters Score -645080.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -645085.937500 Penalty: 2864.802246
	Iteration 34Q: 3 clusters Score -645085.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -645092.375000 Penalty: 2864.802246
	Iteration 35Q: 3 clusters Score -645092.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -645097.187500 Penalty: 2864.802246
	Iteration 36Q: 3 clusters Score -645097.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -645100.437500 Penalty: 2864.802246
	Iteration 37Q: 3 clusters Score -645100.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -645108.062500 Penalty: 2864.802246
	Iteration 38Q: 3 clusters Score -645108.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -645115.625000 Penalty: 2864.802246
	Iteration 39Q: 3 clusters Score -645115.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -645121.375000 Penalty: 2864.802246
	Iteration 40F: 3 clusters Score -645121.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -645123.562500 Penalty: 2864.802246
	Iteration 41Q: 3 clusters Score -645123.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -645122.312500 Penalty: 2864.802246
	Iteration 42Q: 3 clusters Score -645122.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -645125.375000 Penalty: 2864.802246
	Iteration 43Q: 3 clusters Score -645125.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -645125.812500 Penalty: 2864.802246
	Iteration 44Q: 3 clusters Score -645125.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -645126.000000 Penalty: 2864.802246
	Iteration 45Q: 3 clusters Score -645126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -645125.062500 Penalty: 2864.802246
	Iteration 46Q: 3 clusters Score -645125.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -645125.062500 Penalty: 2864.802246
	Iteration 47F: 3 clusters Score -645125.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Entering Unmasked Estep 
Score: -81652.000000 Penalty: 1108.960693
	Iteration 0F: 2 clusters Score -81652 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 452 members 
Entering Unmasked Estep 
Score: -80294.140625 Penalty: 2217.921387
	Iteration 0F: 3 clusters Score -80294.14 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -80614.109375 Penalty: 2217.921387
	Iteration 1F: 3 clusters Score -80614.11 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -80696.976562 Penalty: 2217.921387
	Iteration 2F: 3 clusters Score -80696.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -80745.718750 Penalty: 2217.921387
	Iteration 3Q: 3 clusters Score -80745.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -80775.609375 Penalty: 2217.921387
	Iteration 4Q: 3 clusters Score -80775.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -80796.156250 Penalty: 2217.921387
	Iteration 5Q: 3 clusters Score -80796.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -80817.125000 Penalty: 2217.921387
	Iteration 6Q: 3 clusters Score -80817.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -80832.242188 Penalty: 2217.921387
	Iteration 7Q: 3 clusters Score -80832.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -80846.460938 Penalty: 2217.921387
	Iteration 8Q: 3 clusters Score -80846.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -80865.562500 Penalty: 2217.921387
	Iteration 9Q: 3 clusters Score -80865.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -80873.320312 Penalty: 2217.921387
	Iteration 10Q: 3 clusters Score -80873.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -80877.382812 Penalty: 2217.921387
	Iteration 11Q: 3 clusters Score -80877.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -80880.281250 Penalty: 2217.921387
	Iteration 12Q: 3 clusters Score -80880.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -80884.679688 Penalty: 2217.921387
	Iteration 13Q: 3 clusters Score -80884.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -80894.695312 Penalty: 2217.921387
	Iteration 14Q: 3 clusters Score -80894.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -80905.117188 Penalty: 2217.921387
	Iteration 15Q: 3 clusters Score -80905.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -80917.210938 Penalty: 2217.921387
	Iteration 16Q: 3 clusters Score -80917.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -80927.320312 Penalty: 2217.921387
	Iteration 17Q: 3 clusters Score -80927.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -80933.054688 Penalty: 2217.921387
	Iteration 18Q: 3 clusters Score -80933.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -80941.460938 Penalty: 2217.921387
	Iteration 19Q: 3 clusters Score -80941.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -80955.593750 Penalty: 2217.921387
	Iteration 20F: 3 clusters Score -80955.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -80961.890625 Penalty: 2217.921387
	Iteration 21Q: 3 clusters Score -80961.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -80963.835938 Penalty: 2217.921387
	Iteration 22Q: 3 clusters Score -80963.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -80964.617188 Penalty: 2217.921387
	Iteration 23Q: 3 clusters Score -80964.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -80964.617188 Penalty: 2217.921387
	Iteration 24F: 3 clusters Score -80964.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Entering Unmasked Estep 
Score: -395485.531250 Penalty: 1345.285767
	Iteration 0F: 2 clusters Score -395485.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -392194.906250 Penalty: 2690.571533
	Iteration 0F: 3 clusters Score -392194.9 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -393232.031250 Penalty: 2690.571533
	Iteration 1F: 3 clusters Score -393232 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -393506.812500 Penalty: 2690.571533
	Iteration 2F: 3 clusters Score -393506.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -393745.406250 Penalty: 2690.571533
	Iteration 3F: 3 clusters Score -393745.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -393948.968750 Penalty: 2690.571533
	Iteration 4F: 3 clusters Score -393949 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -394120.968750 Penalty: 2690.571533
	Iteration 5Q: 3 clusters Score -394121 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -394252.656250 Penalty: 2690.571533
	Iteration 6Q: 3 clusters Score -394252.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -394342.906250 Penalty: 2690.571533
	Iteration 7Q: 3 clusters Score -394342.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -394422.000000 Penalty: 2690.571533
	Iteration 8Q: 3 clusters Score -394422 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -394482.218750 Penalty: 2690.571533
	Iteration 9Q: 3 clusters Score -394482.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -394524.906250 Penalty: 2690.571533
	Iteration 10Q: 3 clusters Score -394524.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -394549.156250 Penalty: 2690.571533
	Iteration 11Q: 3 clusters Score -394549.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -394572.718750 Penalty: 2690.571533
	Iteration 12Q: 3 clusters Score -394572.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -394588.531250 Penalty: 2690.571533
	Iteration 13Q: 3 clusters Score -394588.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -394609.062500 Penalty: 2690.571533
	Iteration 14Q: 3 clusters Score -394609.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -394628.343750 Penalty: 2690.571533
	Iteration 15Q: 3 clusters Score -394628.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -394643.656250 Penalty: 2690.571533
	Iteration 16Q: 3 clusters Score -394643.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -394653.812500 Penalty: 2690.571533
	Iteration 17Q: 3 clusters Score -394653.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -394664.968750 Penalty: 2690.571533
	Iteration 18Q: 3 clusters Score -394665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -394674.718750 Penalty: 2690.571533
	Iteration 19Q: 3 clusters Score -394674.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -394685.937500 Penalty: 2690.571533
	Iteration 20F: 3 clusters Score -394685.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -394700.125000 Penalty: 2690.571533
	Iteration 21Q: 3 clusters Score -394700.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -394713.968750 Penalty: 2690.571533
	Iteration 22Q: 3 clusters Score -394714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -394722.250000 Penalty: 2690.571533
	Iteration 23Q: 3 clusters Score -394722.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -394726.125000 Penalty: 2690.571533
	Iteration 24Q: 3 clusters Score -394726.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -394729.062500 Penalty: 2690.571533
	Iteration 25Q: 3 clusters Score -394729.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -394730.687500 Penalty: 2690.571533
	Iteration 26Q: 3 clusters Score -394730.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -394731.656250 Penalty: 2690.571533
	Iteration 27Q: 3 clusters Score -394731.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -394732.812500 Penalty: 2690.571533
	Iteration 28Q: 3 clusters Score -394732.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -394734.875000 Penalty: 2690.571533
	Iteration 29Q: 3 clusters Score -394734.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -394739.250000 Penalty: 2690.571533
	Iteration 30Q: 3 clusters Score -394739.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -394741.625000 Penalty: 2690.571533
	Iteration 31Q: 3 clusters Score -394741.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -394744.093750 Penalty: 2690.571533
	Iteration 32Q: 3 clusters Score -394744.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -394747.312500 Penalty: 2690.571533
	Iteration 33Q: 3 clusters Score -394747.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -394748.812500 Penalty: 2690.571533
	Iteration 34Q: 3 clusters Score -394748.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -394750.718750 Penalty: 2690.571533
	Iteration 35Q: 3 clusters Score -394750.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -394752.562500 Penalty: 2690.571533
	Iteration 36Q: 3 clusters Score -394752.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -394754.750000 Penalty: 2690.571533
	Iteration 37Q: 3 clusters Score -394754.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -394754.531250 Penalty: 2690.571533
	Iteration 38Q: 3 clusters Score -394754.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -394755.562500 Penalty: 2690.571533
	Iteration 39Q: 3 clusters Score -394755.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -394755.843750 Penalty: 2690.571533
	Iteration 40F: 3 clusters Score -394755.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -394755.718750 Penalty: 2690.571533
	Iteration 41Q: 3 clusters Score -394755.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -394755.718750 Penalty: 2690.571533
	Iteration 42F: 3 clusters Score -394755.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Entering Unmasked Estep 
Score: -180655.265625 Penalty: 1214.096558
	Iteration 0F: 2 clusters Score -180655.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -178691.937500 Penalty: 2428.193115
	Iteration 0F: 3 clusters Score -178691.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -179086.453125 Penalty: 2428.193115
	Iteration 1F: 3 clusters Score -179086.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -179192.875000 Penalty: 2428.193115
	Iteration 2F: 3 clusters Score -179192.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -179255.187500 Penalty: 2428.193115
	Iteration 3Q: 3 clusters Score -179255.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -179303.921875 Penalty: 2428.193115
	Iteration 4Q: 3 clusters Score -179303.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -179341.781250 Penalty: 2428.193115
	Iteration 5Q: 3 clusters Score -179341.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -179374.046875 Penalty: 2428.193115
	Iteration 6Q: 3 clusters Score -179374 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -179393.375000 Penalty: 2428.193115
	Iteration 7Q: 3 clusters Score -179393.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -179406.812500 Penalty: 2428.193115
	Iteration 8Q: 3 clusters Score -179406.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -179417.437500 Penalty: 2428.193115
	Iteration 9Q: 3 clusters Score -179417.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -179425.078125 Penalty: 2428.193115
	Iteration 10Q: 3 clusters Score -179425.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -179431.703125 Penalty: 2428.193115
	Iteration 11Q: 3 clusters Score -179431.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -179435.703125 Penalty: 2428.193115
	Iteration 12Q: 3 clusters Score -179435.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -179442.875000 Penalty: 2428.193115
	Iteration 13Q: 3 clusters Score -179442.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -179445.890625 Penalty: 2428.193115
	Iteration 14Q: 3 clusters Score -179445.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -179449.812500 Penalty: 2428.193115
	Iteration 15Q: 3 clusters Score -179449.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -179451.375000 Penalty: 2428.193115
	Iteration 16Q: 3 clusters Score -179451.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -179452.562500 Penalty: 2428.193115
	Iteration 17Q: 3 clusters Score -179452.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -179454.312500 Penalty: 2428.193115
	Iteration 18Q: 3 clusters Score -179454.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -179456.093750 Penalty: 2428.193115
	Iteration 19Q: 3 clusters Score -179456.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -179458.078125 Penalty: 2428.193115
	Iteration 20F: 3 clusters Score -179458.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -179460.093750 Penalty: 2428.193115
	Iteration 21Q: 3 clusters Score -179460.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -179463.062500 Penalty: 2428.193115
	Iteration 22Q: 3 clusters Score -179463.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -179465.859375 Penalty: 2428.193115
	Iteration 23Q: 3 clusters Score -179465.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -179468.015625 Penalty: 2428.193115
	Iteration 24Q: 3 clusters Score -179468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -179468.921875 Penalty: 2428.193115
	Iteration 25Q: 3 clusters Score -179468.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -179471.250000 Penalty: 2428.193115
	Iteration 26Q: 3 clusters Score -179471.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -179472.937500 Penalty: 2428.193115
	Iteration 27Q: 3 clusters Score -179472.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -179474.250000 Penalty: 2428.193115
	Iteration 28Q: 3 clusters Score -179474.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -179475.890625 Penalty: 2428.193115
	Iteration 29Q: 3 clusters Score -179475.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -179476.765625 Penalty: 2428.193115
	Iteration 30Q: 3 clusters Score -179476.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -179477.656250 Penalty: 2428.193115
	Iteration 31Q: 3 clusters Score -179477.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -179477.656250 Penalty: 2428.193115
	Iteration 32F: 3 clusters Score -179477.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Entering Unmasked Estep 
Score: -211628.500000 Penalty: 1238.523804
	Iteration 0F: 2 clusters Score -211628.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -209493.687500 Penalty: 2477.047607
	Iteration 0F: 3 clusters Score -209493.7 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -209969.750000 Penalty: 2477.047607
	Iteration 1F: 3 clusters Score -209969.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -210113.781250 Penalty: 2477.047607
	Iteration 2F: 3 clusters Score -210113.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -210207.046875 Penalty: 2477.047607
	Iteration 3F: 3 clusters Score -210207 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -210280.140625 Penalty: 2477.047607
	Iteration 4Q: 3 clusters Score -210280.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -210331.140625 Penalty: 2477.047607
	Iteration 5Q: 3 clusters Score -210331.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -210364.468750 Penalty: 2477.047607
	Iteration 6Q: 3 clusters Score -210364.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -210386.578125 Penalty: 2477.047607
	Iteration 7Q: 3 clusters Score -210386.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -210407.468750 Penalty: 2477.047607
	Iteration 8Q: 3 clusters Score -210407.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -210419.390625 Penalty: 2477.047607
	Iteration 9Q: 3 clusters Score -210419.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -210433.968750 Penalty: 2477.047607
	Iteration 10Q: 3 clusters Score -210434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -210443.828125 Penalty: 2477.047607
	Iteration 11Q: 3 clusters Score -210443.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -210456.718750 Penalty: 2477.047607
	Iteration 12Q: 3 clusters Score -210456.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -210470.484375 Penalty: 2477.047607
	Iteration 13Q: 3 clusters Score -210470.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -210483.187500 Penalty: 2477.047607
	Iteration 14Q: 3 clusters Score -210483.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -210493.031250 Penalty: 2477.047607
	Iteration 15Q: 3 clusters Score -210493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -210507.968750 Penalty: 2477.047607
	Iteration 16Q: 3 clusters Score -210508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -210520.031250 Penalty: 2477.047607
	Iteration 17Q: 3 clusters Score -210520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -210532.015625 Penalty: 2477.047607
	Iteration 18Q: 3 clusters Score -210532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -210543.796875 Penalty: 2477.047607
	Iteration 19Q: 3 clusters Score -210543.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -210556.140625 Penalty: 2477.047607
	Iteration 20F: 3 clusters Score -210556.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -210567.265625 Penalty: 2477.047607
	Iteration 21Q: 3 clusters Score -210567.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -210579.578125 Penalty: 2477.047607
	Iteration 22Q: 3 clusters Score -210579.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -210585.953125 Penalty: 2477.047607
	Iteration 23Q: 3 clusters Score -210586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -210589.546875 Penalty: 2477.047607
	Iteration 24Q: 3 clusters Score -210589.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -210591.515625 Penalty: 2477.047607
	Iteration 25Q: 3 clusters Score -210591.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -210591.828125 Penalty: 2477.047607
	Iteration 26Q: 3 clusters Score -210591.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -210592.390625 Penalty: 2477.047607
	Iteration 27Q: 3 clusters Score -210592.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -210593.062500 Penalty: 2477.047607
	Iteration 28Q: 3 clusters Score -210593.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -210596.250000 Penalty: 2477.047607
	Iteration 29Q: 3 clusters Score -210596.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -210600.546875 Penalty: 2477.047607
	Iteration 30Q: 3 clusters Score -210600.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -210602.796875 Penalty: 2477.047607
	Iteration 31Q: 3 clusters Score -210602.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -210604.703125 Penalty: 2477.047607
	Iteration 32Q: 3 clusters Score -210604.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -210605.937500 Penalty: 2477.047607
	Iteration 33Q: 3 clusters Score -210605.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -210606.875000 Penalty: 2477.047607
	Iteration 34Q: 3 clusters Score -210606.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -210608.515625 Penalty: 2477.047607
	Iteration 35Q: 3 clusters Score -210608.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -210610.390625 Penalty: 2477.047607
	Iteration 36Q: 3 clusters Score -210610.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -210612.828125 Penalty: 2477.047607
	Iteration 37Q: 3 clusters Score -210612.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -210614.343750 Penalty: 2477.047607
	Iteration 38Q: 3 clusters Score -210614.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -210616.781250 Penalty: 2477.047607
	Iteration 39Q: 3 clusters Score -210616.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -210616.750000 Penalty: 2477.047607
	Iteration 40F: 3 clusters Score -210616.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -210617.031250 Penalty: 2477.047607
	Iteration 41Q: 3 clusters Score -210617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -210617.515625 Penalty: 2477.047607
	Iteration 42Q: 3 clusters Score -210617.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -210617.515625 Penalty: 2477.047607
	Iteration 43F: 3 clusters Score -210617.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -2118510.000000 Penalty: 1613.677734
	Iteration 0F: 2 clusters Score -2118510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2104544.500000 Penalty: 3227.355469
	Iteration 0F: 3 clusters Score -2104544 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2110058.000000 Penalty: 3227.355469
	Iteration 1F: 3 clusters Score -2110058 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2110733.250000 Penalty: 3227.355469
	Iteration 2F: 3 clusters Score -2110733 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2111439.000000 Penalty: 3227.355469
	Iteration 3F: 3 clusters Score -2111439 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2112191.750000 Penalty: 3227.355469
	Iteration 4F: 3 clusters Score -2112192 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2113058.000000 Penalty: 3227.355469
	Iteration 5F: 3 clusters Score -2113058 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2113937.250000 Penalty: 3227.355469
	Iteration 6F: 3 clusters Score -2113937 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2114741.250000 Penalty: 3227.355469
	Iteration 7F: 3 clusters Score -2114741 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2115302.500000 Penalty: 3227.355469
	Iteration 8Q: 3 clusters Score -2115302 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2115663.000000 Penalty: 3227.355469
	Iteration 9Q: 3 clusters Score -2115663 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2115931.750000 Penalty: 3227.355469
	Iteration 10Q: 3 clusters Score -2115932 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2116103.500000 Penalty: 3227.355469
	Iteration 11Q: 3 clusters Score -2116104 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2116232.000000 Penalty: 3227.355469
	Iteration 12Q: 3 clusters Score -2116232 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -2116327.750000 Penalty: 3227.355469
	Iteration 13Q: 3 clusters Score -2116328 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2116410.500000 Penalty: 3227.355469
	Iteration 14Q: 3 clusters Score -2116410 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2116513.500000 Penalty: 3227.355469
	Iteration 15Q: 3 clusters Score -2116514 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2116604.750000 Penalty: 3227.355469
	Iteration 16Q: 3 clusters Score -2116605 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2116699.250000 Penalty: 3227.355469
	Iteration 17Q: 3 clusters Score -2116699 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2116765.500000 Penalty: 3227.355469
	Iteration 18Q: 3 clusters Score -2116766 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2116814.250000 Penalty: 3227.355469
	Iteration 19Q: 3 clusters Score -2116814 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2116852.750000 Penalty: 3227.355469
	Iteration 20F: 3 clusters Score -2116853 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2116889.250000 Penalty: 3227.355469
	Iteration 21Q: 3 clusters Score -2116889 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2116926.000000 Penalty: 3227.355469
	Iteration 22Q: 3 clusters Score -2116926 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2116957.750000 Penalty: 3227.355469
	Iteration 23Q: 3 clusters Score -2116958 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2116986.750000 Penalty: 3227.355469
	Iteration 24Q: 3 clusters Score -2116987 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2117038.500000 Penalty: 3227.355469
	Iteration 25Q: 3 clusters Score -2117038 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2117092.750000 Penalty: 3227.355469
	Iteration 26Q: 3 clusters Score -2117093 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2117160.000000 Penalty: 3227.355469
	Iteration 27Q: 3 clusters Score -2117160 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2117210.500000 Penalty: 3227.355469
	Iteration 28Q: 3 clusters Score -2117210 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2117249.750000 Penalty: 3227.355469
	Iteration 29Q: 3 clusters Score -2117250 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2117282.750000 Penalty: 3227.355469
	Iteration 30Q: 3 clusters Score -2117283 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2117310.000000 Penalty: 3227.355469
	Iteration 31Q: 3 clusters Score -2117310 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -2117329.750000 Penalty: 3227.355469
	Iteration 32Q: 3 clusters Score -2117330 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2117347.500000 Penalty: 3227.355469
	Iteration 33Q: 3 clusters Score -2117348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2117353.500000 Penalty: 3227.355469
	Iteration 34Q: 3 clusters Score -2117354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2117358.000000 Penalty: 3227.355469
	Iteration 35Q: 3 clusters Score -2117358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2117373.000000 Penalty: 3227.355469
	Iteration 36Q: 3 clusters Score -2117373 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2117376.000000 Penalty: 3227.355469
	Iteration 37Q: 3 clusters Score -2117376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2117385.000000 Penalty: 3227.355469
	Iteration 38Q: 3 clusters Score -2117385 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2117391.000000 Penalty: 3227.355469
	Iteration 39Q: 3 clusters Score -2117391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2117393.750000 Penalty: 3227.355469
	Iteration 40F: 3 clusters Score -2117394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2117397.500000 Penalty: 3227.355469
	Iteration 41Q: 3 clusters Score -2117398 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2117404.750000 Penalty: 3227.355469
	Iteration 42Q: 3 clusters Score -2117405 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2117411.500000 Penalty: 3227.355469
	Iteration 43Q: 3 clusters Score -2117412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2117412.750000 Penalty: 3227.355469
	Iteration 44Q: 3 clusters Score -2117413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2117419.250000 Penalty: 3227.355469
	Iteration 45Q: 3 clusters Score -2117419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2117427.250000 Penalty: 3227.355469
	Iteration 46Q: 3 clusters Score -2117427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2117430.500000 Penalty: 3227.355469
	Iteration 47Q: 3 clusters Score -2117430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2117431.250000 Penalty: 3227.355469
	Iteration 48Q: 3 clusters Score -2117431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2117434.500000 Penalty: 3227.355469
	Iteration 49Q: 3 clusters Score -2117434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2117434.750000 Penalty: 3227.355469
	Iteration 50Q: 3 clusters Score -2117435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2117439.500000 Penalty: 3227.355469
	Iteration 51Q: 3 clusters Score -2117440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2117442.750000 Penalty: 3227.355469
	Iteration 52Q: 3 clusters Score -2117443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2117436.750000 Penalty: 3227.355469
	Iteration 53Q: 3 clusters Score -2117437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2117437.000000 Penalty: 3227.355469
	Iteration 54Q: 3 clusters Score -2117437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2117440.000000 Penalty: 3227.355469
	Iteration 55Q: 3 clusters Score -2117440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2117442.250000 Penalty: 3227.355469
	Iteration 56Q: 3 clusters Score -2117442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2117444.500000 Penalty: 3227.355469
	Iteration 57Q: 3 clusters Score -2117444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2117445.000000 Penalty: 3227.355469
	Iteration 58Q: 3 clusters Score -2117445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2117446.500000 Penalty: 3227.355469
	Iteration 59Q: 3 clusters Score -2117446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2117447.750000 Penalty: 3227.355469
	Iteration 60F: 3 clusters Score -2117448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2117449.750000 Penalty: 3227.355469
	Iteration 61Q: 3 clusters Score -2117450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2117451.000000 Penalty: 3227.355469
	Iteration 62Q: 3 clusters Score -2117451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2117448.500000 Penalty: 3227.355469
	Iteration 63Q: 3 clusters Score -2117448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2117448.500000 Penalty: 3227.355469
	Iteration 64Q: 3 clusters Score -2117448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2117454.500000 Penalty: 3227.355469
	Iteration 65Q: 3 clusters Score -2117454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2117451.000000 Penalty: 3227.355469
	Iteration 66Q: 3 clusters Score -2117451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2117450.000000 Penalty: 3227.355469
	Iteration 67Q: 3 clusters Score -2117450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2117449.750000 Penalty: 3227.355469
	Iteration 68Q: 3 clusters Score -2117450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2117451.000000 Penalty: 3227.355469
	Iteration 69Q: 3 clusters Score -2117451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2117452.250000 Penalty: 3227.355469
	Iteration 70Q: 3 clusters Score -2117452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2117452.500000 Penalty: 3227.355469
	Iteration 71Q: 3 clusters Score -2117452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2117452.750000 Penalty: 3227.355469
	Iteration 72Q: 3 clusters Score -2117453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2117455.250000 Penalty: 3227.355469
	Iteration 73Q: 3 clusters Score -2117455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2117452.750000 Penalty: 3227.355469
	Iteration 74Q: 3 clusters Score -2117453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2117452.750000 Penalty: 3227.355469
	Iteration 75Q: 3 clusters Score -2117453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2117451.500000 Penalty: 3227.355469
	Iteration 76Q: 3 clusters Score -2117452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2117450.000000 Penalty: 3227.355469
	Iteration 77Q: 3 clusters Score -2117450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2117453.750000 Penalty: 3227.355469
	Iteration 78Q: 3 clusters Score -2117454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2117456.750000 Penalty: 3227.355469
	Iteration 79Q: 3 clusters Score -2117457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2117459.000000 Penalty: 3227.355469
	Iteration 80F: 3 clusters Score -2117459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2117459.750000 Penalty: 3227.355469
	Iteration 81Q: 3 clusters Score -2117460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2117459.250000 Penalty: 3227.355469
	Iteration 82Q: 3 clusters Score -2117459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2117460.000000 Penalty: 3227.355469
	Iteration 83Q: 3 clusters Score -2117460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2117465.750000 Penalty: 3227.355469
	Iteration 84Q: 3 clusters Score -2117466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2117463.750000 Penalty: 3227.355469
	Iteration 85Q: 3 clusters Score -2117464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2117464.250000 Penalty: 3227.355469
	Iteration 86Q: 3 clusters Score -2117464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2117464.500000 Penalty: 3227.355469
	Iteration 87Q: 3 clusters Score -2117464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2117464.750000 Penalty: 3227.355469
	Iteration 88Q: 3 clusters Score -2117465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2117467.000000 Penalty: 3227.355469
	Iteration 89Q: 3 clusters Score -2117467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2117465.750000 Penalty: 3227.355469
	Iteration 90Q: 3 clusters Score -2117466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2117465.750000 Penalty: 3227.355469
	Iteration 91Q: 3 clusters Score -2117466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2117467.000000 Penalty: 3227.355469
	Iteration 92Q: 3 clusters Score -2117467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2117467.000000 Penalty: 3227.355469
	Iteration 93F: 3 clusters Score -2117467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Entering Unmasked Estep 
Score: -2951590.750000 Penalty: 1664.792358
	Iteration 0F: 2 clusters Score -2951591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2932652.250000 Penalty: 3329.584717
	Iteration 0F: 3 clusters Score -2932652 nChanged 12881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2940041.250000 Penalty: 3329.584717
	Iteration 1F: 3 clusters Score -2940041 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2940709.250000 Penalty: 3329.584717
	Iteration 2F: 3 clusters Score -2940709 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2941529.250000 Penalty: 3329.584717
	Iteration 3F: 3 clusters Score -2941529 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2942467.250000 Penalty: 3329.584717
	Iteration 4F: 3 clusters Score -2942467 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2943456.500000 Penalty: 3329.584717
	Iteration 5F: 3 clusters Score -2943456 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2944433.250000 Penalty: 3329.584717
	Iteration 6F: 3 clusters Score -2944433 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2945441.750000 Penalty: 3329.584717
	Iteration 7F: 3 clusters Score -2945442 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2946330.750000 Penalty: 3329.584717
	Iteration 8Q: 3 clusters Score -2946331 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2947031.250000 Penalty: 3329.584717
	Iteration 9Q: 3 clusters Score -2947031 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2947516.250000 Penalty: 3329.584717
	Iteration 10Q: 3 clusters Score -2947516 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2947969.750000 Penalty: 3329.584717
	Iteration 11Q: 3 clusters Score -2947970 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2948323.750000 Penalty: 3329.584717
	Iteration 12Q: 3 clusters Score -2948324 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2948512.250000 Penalty: 3329.584717
	Iteration 13Q: 3 clusters Score -2948512 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2948643.250000 Penalty: 3329.584717
	Iteration 14Q: 3 clusters Score -2948643 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2948740.250000 Penalty: 3329.584717
	Iteration 15Q: 3 clusters Score -2948740 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2948795.250000 Penalty: 3329.584717
	Iteration 16Q: 3 clusters Score -2948795 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2948850.750000 Penalty: 3329.584717
	Iteration 17Q: 3 clusters Score -2948851 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2948883.000000 Penalty: 3329.584717
	Iteration 18Q: 3 clusters Score -2948883 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2948901.500000 Penalty: 3329.584717
	Iteration 19Q: 3 clusters Score -2948902 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2948929.000000 Penalty: 3329.584717
	Iteration 20F: 3 clusters Score -2948929 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2948938.000000 Penalty: 3329.584717
	Iteration 21Q: 3 clusters Score -2948938 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2948942.500000 Penalty: 3329.584717
	Iteration 22Q: 3 clusters Score -2948942 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2948949.250000 Penalty: 3329.584717
	Iteration 23Q: 3 clusters Score -2948949 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2948957.000000 Penalty: 3329.584717
	Iteration 24Q: 3 clusters Score -2948957 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2948978.500000 Penalty: 3329.584717
	Iteration 25Q: 3 clusters Score -2948978 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2948976.500000 Penalty: 3329.584717
	Iteration 26Q: 3 clusters Score -2948976 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2948991.750000 Penalty: 3329.584717
	Iteration 27Q: 3 clusters Score -2948992 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2948997.500000 Penalty: 3329.584717
	Iteration 28Q: 3 clusters Score -2948998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2948986.500000 Penalty: 3329.584717
	Iteration 29Q: 3 clusters Score -2948986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2948985.250000 Penalty: 3329.584717
	Iteration 30Q: 3 clusters Score -2948985 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2948990.000000 Penalty: 3329.584717
	Iteration 31Q: 3 clusters Score -2948990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2948992.250000 Penalty: 3329.584717
	Iteration 32Q: 3 clusters Score -2948992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2949008.500000 Penalty: 3329.584717
	Iteration 33Q: 3 clusters Score -2949008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2949008.750000 Penalty: 3329.584717
	Iteration 34Q: 3 clusters Score -2949009 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2949006.250000 Penalty: 3329.584717
	Iteration 35Q: 3 clusters Score -2949006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2949010.000000 Penalty: 3329.584717
	Iteration 36Q: 3 clusters Score -2949010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2949014.250000 Penalty: 3329.584717
	Iteration 37Q: 3 clusters Score -2949014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2949012.250000 Penalty: 3329.584717
	Iteration 38Q: 3 clusters Score -2949012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2949013.750000 Penalty: 3329.584717
	Iteration 39Q: 3 clusters Score -2949014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2949016.000000 Penalty: 3329.584717
	Iteration 40F: 3 clusters Score -2949016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2949010.750000 Penalty: 3329.584717
	Iteration 41Q: 3 clusters Score -2949011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2949010.000000 Penalty: 3329.584717
	Iteration 42Q: 3 clusters Score -2949010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2949009.000000 Penalty: 3329.584717
	Iteration 43Q: 3 clusters Score -2949009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2949013.500000 Penalty: 3329.584717
	Iteration 44Q: 3 clusters Score -2949014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2949010.250000 Penalty: 3329.584717
	Iteration 45Q: 3 clusters Score -2949010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2949010.500000 Penalty: 3329.584717
	Iteration 46Q: 3 clusters Score -2949010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2949010.500000 Penalty: 3329.584717
	Iteration 47Q: 3 clusters Score -2949010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2949013.750000 Penalty: 3329.584717
	Iteration 48Q: 3 clusters Score -2949014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2949018.000000 Penalty: 3329.584717
	Iteration 49Q: 3 clusters Score -2949018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2949036.000000 Penalty: 3329.584717
	Iteration 50Q: 3 clusters Score -2949036 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2949045.000000 Penalty: 3329.584717
	Iteration 51Q: 3 clusters Score -2949045 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2949052.750000 Penalty: 3329.584717
	Iteration 52Q: 3 clusters Score -2949053 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2949050.750000 Penalty: 3329.584717
	Iteration 53Q: 3 clusters Score -2949051 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2949062.250000 Penalty: 3329.584717
	Iteration 54Q: 3 clusters Score -2949062 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2949068.500000 Penalty: 3329.584717
	Iteration 55Q: 3 clusters Score -2949068 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2949068.250000 Penalty: 3329.584717
	Iteration 56Q: 3 clusters Score -2949068 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2949061.500000 Penalty: 3329.584717
	Iteration 57Q: 3 clusters Score -2949062 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2949059.500000 Penalty: 3329.584717
	Iteration 58Q: 3 clusters Score -2949060 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2949072.500000 Penalty: 3329.584717
	Iteration 59Q: 3 clusters Score -2949072 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2949078.500000 Penalty: 3329.584717
	Iteration 60F: 3 clusters Score -2949078 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2949089.750000 Penalty: 3329.584717
	Iteration 61Q: 3 clusters Score -2949090 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2949097.000000 Penalty: 3329.584717
	Iteration 62Q: 3 clusters Score -2949097 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2949097.000000 Penalty: 3329.584717
	Iteration 63Q: 3 clusters Score -2949097 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2949107.750000 Penalty: 3329.584717
	Iteration 64Q: 3 clusters Score -2949108 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2949114.250000 Penalty: 3329.584717
	Iteration 65Q: 3 clusters Score -2949114 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2949119.250000 Penalty: 3329.584717
	Iteration 66Q: 3 clusters Score -2949119 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2949126.750000 Penalty: 3329.584717
	Iteration 67Q: 3 clusters Score -2949127 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2949137.000000 Penalty: 3329.584717
	Iteration 68Q: 3 clusters Score -2949137 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2949146.250000 Penalty: 3329.584717
	Iteration 69Q: 3 clusters Score -2949146 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2949142.000000 Penalty: 3329.584717
	Iteration 70Q: 3 clusters Score -2949142 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2949155.250000 Penalty: 3329.584717
	Iteration 71Q: 3 clusters Score -2949155 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2949154.000000 Penalty: 3329.584717
	Iteration 72Q: 3 clusters Score -2949154 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2949151.000000 Penalty: 3329.584717
	Iteration 73Q: 3 clusters Score -2949151 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2949168.250000 Penalty: 3329.584717
	Iteration 74Q: 3 clusters Score -2949168 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2949178.500000 Penalty: 3329.584717
	Iteration 75Q: 3 clusters Score -2949178 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2949177.000000 Penalty: 3329.584717
	Iteration 76Q: 3 clusters Score -2949177 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2949179.500000 Penalty: 3329.584717
	Iteration 77Q: 3 clusters Score -2949180 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2949183.750000 Penalty: 3329.584717
	Iteration 78Q: 3 clusters Score -2949184 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2949187.750000 Penalty: 3329.584717
	Iteration 79Q: 3 clusters Score -2949188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2949201.250000 Penalty: 3329.584717
	Iteration 80F: 3 clusters Score -2949201 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2949202.750000 Penalty: 3329.584717
	Iteration 81Q: 3 clusters Score -2949203 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2949208.750000 Penalty: 3329.584717
	Iteration 82Q: 3 clusters Score -2949209 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2949205.750000 Penalty: 3329.584717
	Iteration 83Q: 3 clusters Score -2949206 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2949209.000000 Penalty: 3329.584717
	Iteration 84Q: 3 clusters Score -2949209 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2949215.000000 Penalty: 3329.584717
	Iteration 85Q: 3 clusters Score -2949215 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2949214.500000 Penalty: 3329.584717
	Iteration 86Q: 3 clusters Score -2949214 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2949206.500000 Penalty: 3329.584717
	Iteration 87Q: 3 clusters Score -2949206 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2949215.250000 Penalty: 3329.584717
	Iteration 88Q: 3 clusters Score -2949215 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2949233.500000 Penalty: 3329.584717
	Iteration 89Q: 3 clusters Score -2949234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2949236.000000 Penalty: 3329.584717
	Iteration 90Q: 3 clusters Score -2949236 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2949241.000000 Penalty: 3329.584717
	Iteration 91Q: 3 clusters Score -2949241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2949240.750000 Penalty: 3329.584717
	Iteration 92Q: 3 clusters Score -2949241 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2949251.750000 Penalty: 3329.584717
	Iteration 93Q: 3 clusters Score -2949252 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2949257.500000 Penalty: 3329.584717
	Iteration 94Q: 3 clusters Score -2949258 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2949256.750000 Penalty: 3329.584717
	Iteration 95Q: 3 clusters Score -2949257 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2949259.000000 Penalty: 3329.584717
	Iteration 96Q: 3 clusters Score -2949259 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2949257.750000 Penalty: 3329.584717
	Iteration 97Q: 3 clusters Score -2949258 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2949268.000000 Penalty: 3329.584717
	Iteration 98Q: 3 clusters Score -2949268 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2949277.500000 Penalty: 3329.584717
	Iteration 99Q: 3 clusters Score -2949278 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2949278.000000 Penalty: 3329.584717
	Iteration 100F: 3 clusters Score -2949278 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2949280.000000 Penalty: 3329.584717
	Iteration 101Q: 3 clusters Score -2949280 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2949289.000000 Penalty: 3329.584717
	Iteration 102Q: 3 clusters Score -2949289 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2949294.000000 Penalty: 3329.584717
	Iteration 103Q: 3 clusters Score -2949294 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2949306.750000 Penalty: 3329.584717
	Iteration 104Q: 3 clusters Score -2949307 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2949317.250000 Penalty: 3329.584717
	Iteration 105Q: 3 clusters Score -2949317 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2949324.750000 Penalty: 3329.584717
	Iteration 106Q: 3 clusters Score -2949325 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2949345.500000 Penalty: 3329.584717
	Iteration 107Q: 3 clusters Score -2949346 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2949351.750000 Penalty: 3329.584717
	Iteration 108Q: 3 clusters Score -2949352 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2949356.750000 Penalty: 3329.584717
	Iteration 109Q: 3 clusters Score -2949357 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2949358.000000 Penalty: 3329.584717
	Iteration 110Q: 3 clusters Score -2949358 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2949382.250000 Penalty: 3329.584717
	Iteration 111Q: 3 clusters Score -2949382 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2949388.000000 Penalty: 3329.584717
	Iteration 112Q: 3 clusters Score -2949388 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2949399.750000 Penalty: 3329.584717
	Iteration 113Q: 3 clusters Score -2949400 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2949413.000000 Penalty: 3329.584717
	Iteration 114Q: 3 clusters Score -2949413 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2949418.500000 Penalty: 3329.584717
	Iteration 115Q: 3 clusters Score -2949418 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2949423.500000 Penalty: 3329.584717
	Iteration 116Q: 3 clusters Score -2949424 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2949428.750000 Penalty: 3329.584717
	Iteration 117Q: 3 clusters Score -2949429 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2949451.500000 Penalty: 3329.584717
	Iteration 118Q: 3 clusters Score -2949452 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2949454.000000 Penalty: 3329.584717
	Iteration 119Q: 3 clusters Score -2949454 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -2949461.750000 Penalty: 3329.584717
	Iteration 120F: 3 clusters Score -2949462 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2949470.000000 Penalty: 3329.584717
	Iteration 121Q: 3 clusters Score -2949470 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2949480.750000 Penalty: 3329.584717
	Iteration 122Q: 3 clusters Score -2949481 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14110 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2949528 nChanged 96
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Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2949528 nChanged 81
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Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13844 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13607 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 14721 members 
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Mstep: Class 1 contains 13306 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13177 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2949754 nChanged 150
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Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 15612 members 
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Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 15748 members 
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Mstep: Class 1 contains 12255 members 
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Mstep: Class 1 contains 12110 members 
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Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11725 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 16832 members 
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Mstep: Class 1 contains 11217 members 
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Mstep: Class 1 contains 11139 members 
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Mstep: Class 1 contains 11069 members 
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Mstep: Class 2 contains 17230 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2950175 nChanged 79
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Mstep: Class 1 contains 10589 members 
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Mstep: Class 2 contains 17750 members 
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Mstep: Class 1 contains 10288 members 
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Mstep: Class 1 contains 10195 members 
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Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 18033 members 
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Mstep: Class 1 contains 10012 members 
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	Iteration 167Q: 3 clusters Score -2950288 nChanged 83
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Mstep: Class 1 contains 9933 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9845 members 
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	Iteration 169Q: 3 clusters Score -2950304 nChanged 75
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Mstep: Class 1 contains 9770 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2950312 nChanged 64
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Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 18430 members 
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	Iteration 171Q: 3 clusters Score -2950318 nChanged 76
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Mstep: Class 1 contains 9634 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2950326 nChanged 81
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Mstep: Class 1 contains 9555 members 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2950334 nChanged 81
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	Iteration 174Q: 3 clusters Score -2950335 nChanged 65
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Mstep: Class 1 contains 9409 members 
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	Iteration 175Q: 3 clusters Score -2950338 nChanged 63
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Mstep: Class 1 contains 9346 members 
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	Iteration 176Q: 3 clusters Score -2950348 nChanged 61
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Mstep: Class 1 contains 9285 members 
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	Iteration 177Q: 3 clusters Score -2950346 nChanged 82
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Mstep: Class 1 contains 9203 members 
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	Iteration 178Q: 3 clusters Score -2950363 nChanged 94
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Mstep: Class 1 contains 9109 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9012 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -2950409 nChanged 112
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Mstep: Class 1 contains 8900 members 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2950433 nChanged 114
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Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 19352 members 
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Mstep: Class 1 contains 8669 members 
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	Iteration 183Q: 3 clusters Score -2950518 nChanged 121
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Mstep: Class 1 contains 8554 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2950535 nChanged 117
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Mstep: Class 1 contains 8439 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2950569 nChanged 117
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Mstep: Class 1 contains 8326 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2950590 nChanged 119
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	Iteration 187Q: 3 clusters Score -2950613 nChanged 120
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Mstep: Class 1 contains 8095 members 
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	Iteration 188Q: 3 clusters Score -2950643 nChanged 115
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Mstep: Class 1 contains 7986 members 
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Mstep: Class 1 contains 7883 members 
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Mstep: Class 1 contains 7788 members 
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	Iteration 191Q: 3 clusters Score -2950696 nChanged 108
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Mstep: Class 1 contains 7684 members 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2950726 nChanged 95
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Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -2950741 nChanged 90
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Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2950746 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2950767 nChanged 85
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Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7180 members 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2950816 nChanged 75
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Mstep: Class 1 contains 7105 members 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2950836 nChanged 85
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Mstep: Class 1 contains 7020 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -2950839 nChanged 72
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Mstep: Class 1 contains 6948 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6891 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6841 members 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2950854 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -2950863 nChanged 38
Entering Unmasked Mstep 
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	Iteration 205Q: 3 clusters Score -2950863 nChanged 44
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Mstep: Class 1 contains 6707 members 
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Mstep: Class 1 contains 6659 members 
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Mstep: Class 1 contains 6620 members 
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	Iteration 208Q: 3 clusters Score -2950875 nChanged 30
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Mstep: Class 1 contains 6590 members 
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	Iteration 209Q: 3 clusters Score -2950872 nChanged 29
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	Iteration 210Q: 3 clusters Score -2950872 nChanged 34
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Mstep: Class 1 contains 6527 members 
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	Iteration 211Q: 3 clusters Score -2950878 nChanged 38
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	Iteration 212Q: 3 clusters Score -2950880 nChanged 32
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Mstep: Class 1 contains 6459 members 
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	Iteration 213Q: 3 clusters Score -2950887 nChanged 25
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Mstep: Class 1 contains 6434 members 
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	Iteration 214Q: 3 clusters Score -2950894 nChanged 26
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Mstep: Class 1 contains 6408 members 
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	Iteration 215Q: 3 clusters Score -2950894 nChanged 27
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Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -2950897.000000 Penalty: 3329.584717
	Iteration 216Q: 3 clusters Score -2950897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -2950904.750000 Penalty: 3329.584717
	Iteration 217Q: 3 clusters Score -2950905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -2950901.000000 Penalty: 3329.584717
	Iteration 218Q: 3 clusters Score -2950901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -2950905.000000 Penalty: 3329.584717
	Iteration 219Q: 3 clusters Score -2950905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -2950901.000000 Penalty: 3329.584717
	Iteration 220F: 3 clusters Score -2950901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -2950899.250000 Penalty: 3329.584717
	Iteration 221Q: 3 clusters Score -2950899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -2950903.000000 Penalty: 3329.584717
	Iteration 222Q: 3 clusters Score -2950903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -2950907.000000 Penalty: 3329.584717
	Iteration 223Q: 3 clusters Score -2950907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -2950902.750000 Penalty: 3329.584717
	Iteration 224Q: 3 clusters Score -2950903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -2950903.250000 Penalty: 3329.584717
	Iteration 225Q: 3 clusters Score -2950903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -2950905.500000 Penalty: 3329.584717
	Iteration 226Q: 3 clusters Score -2950906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -2950900.250000 Penalty: 3329.584717
	Iteration 227Q: 3 clusters Score -2950900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -2950902.750000 Penalty: 3329.584717
	Iteration 228Q: 3 clusters Score -2950903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2950901.250000 Penalty: 3329.584717
	Iteration 229Q: 3 clusters Score -2950901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -2950897.500000 Penalty: 3329.584717
	Iteration 230Q: 3 clusters Score -2950898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -2950898.000000 Penalty: 3329.584717
	Iteration 231Q: 3 clusters Score -2950898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -2950899.500000 Penalty: 3329.584717
	Iteration 232Q: 3 clusters Score -2950900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -2950900.500000 Penalty: 3329.584717
	Iteration 233Q: 3 clusters Score -2950900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -2950900.250000 Penalty: 3329.584717
	Iteration 234Q: 3 clusters Score -2950900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -2950898.750000 Penalty: 3329.584717
	Iteration 235Q: 3 clusters Score -2950899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -2950899.250000 Penalty: 3329.584717
	Iteration 236Q: 3 clusters Score -2950899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -2950899.250000 Penalty: 3329.584717
	Iteration 237F: 3 clusters Score -2950899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (29842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Entering Unmasked Estep 
Score: -3173840.250000 Penalty: 1674.346680
	Iteration 0F: 2 clusters Score -3173840 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 15023 members 
Entering Unmasked Estep 
Score: -3153707.250000 Penalty: 3348.693359
	Iteration 0F: 3 clusters Score -3153707 nChanged 13713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -3161268.500000 Penalty: 3348.693359
	Iteration 1F: 3 clusters Score -3161268 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -3161606.250000 Penalty: 3348.693359
	Iteration 2Q: 3 clusters Score -3161606 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -3161935.250000 Penalty: 3348.693359
	Iteration 3Q: 3 clusters Score -3161935 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -3162341.750000 Penalty: 3348.693359
	Iteration 4Q: 3 clusters Score -3162342 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -3162926.250000 Penalty: 3348.693359
	Iteration 5Q: 3 clusters Score -3162926 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -3163727.250000 Penalty: 3348.693359
	Iteration 6Q: 3 clusters Score -3163727 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -3164973.250000 Penalty: 3348.693359
	Iteration 7F: 3 clusters Score -3164973 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -3166545.250000 Penalty: 3348.693359
	Iteration 8F: 3 clusters Score -3166545 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -3168360.250000 Penalty: 3348.693359
	Iteration 9F: 3 clusters Score -3168360 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -3170006.000000 Penalty: 3348.693359
	Iteration 10F: 3 clusters Score -3170006 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -3171094.250000 Penalty: 3348.693359
	Iteration 11Q: 3 clusters Score -3171094 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -3171730.250000 Penalty: 3348.693359
	Iteration 12Q: 3 clusters Score -3171730 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -3172043.250000 Penalty: 3348.693359
	Iteration 13Q: 3 clusters Score -3172043 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -3172235.500000 Penalty: 3348.693359
	Iteration 14Q: 3 clusters Score -3172236 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -3172343.750000 Penalty: 3348.693359
	Iteration 15Q: 3 clusters Score -3172344 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -3172422.000000 Penalty: 3348.693359
	Iteration 16Q: 3 clusters Score -3172422 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -3172476.250000 Penalty: 3348.693359
	Iteration 17Q: 3 clusters Score -3172476 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -3172536.000000 Penalty: 3348.693359
	Iteration 18Q: 3 clusters Score -3172536 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -3172581.500000 Penalty: 3348.693359
	Iteration 19Q: 3 clusters Score -3172582 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -3172623.000000 Penalty: 3348.693359
	Iteration 20F: 3 clusters Score -3172623 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -3172663.250000 Penalty: 3348.693359
	Iteration 21Q: 3 clusters Score -3172663 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -3172705.000000 Penalty: 3348.693359
	Iteration 22Q: 3 clusters Score -3172705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -3172737.750000 Penalty: 3348.693359
	Iteration 23Q: 3 clusters Score -3172738 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -3172778.500000 Penalty: 3348.693359
	Iteration 24Q: 3 clusters Score -3172778 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -3172805.000000 Penalty: 3348.693359
	Iteration 25Q: 3 clusters Score -3172805 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -3172827.250000 Penalty: 3348.693359
	Iteration 26Q: 3 clusters Score -3172827 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -3172845.250000 Penalty: 3348.693359
	Iteration 27Q: 3 clusters Score -3172845 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -3172857.000000 Penalty: 3348.693359
	Iteration 28Q: 3 clusters Score -3172857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -3172863.750000 Penalty: 3348.693359
	Iteration 29Q: 3 clusters Score -3172864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -3172877.750000 Penalty: 3348.693359
	Iteration 30Q: 3 clusters Score -3172878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -3172890.750000 Penalty: 3348.693359
	Iteration 31Q: 3 clusters Score -3172891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -3172898.000000 Penalty: 3348.693359
	Iteration 32Q: 3 clusters Score -3172898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -3172907.250000 Penalty: 3348.693359
	Iteration 33Q: 3 clusters Score -3172907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -3172914.750000 Penalty: 3348.693359
	Iteration 34Q: 3 clusters Score -3172915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -3172914.500000 Penalty: 3348.693359
	Iteration 35Q: 3 clusters Score -3172914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -3172924.000000 Penalty: 3348.693359
	Iteration 36Q: 3 clusters Score -3172924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -3172926.750000 Penalty: 3348.693359
	Iteration 37Q: 3 clusters Score -3172927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -3172928.000000 Penalty: 3348.693359
	Iteration 38Q: 3 clusters Score -3172928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -3172930.750000 Penalty: 3348.693359
	Iteration 39F: 3 clusters Score -3172931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -3172931.500000 Penalty: 3348.693359
	Iteration 40F: 3 clusters Score -3172932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -3172932.500000 Penalty: 3348.693359
	Iteration 41Q: 3 clusters Score -3172932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -3172938.000000 Penalty: 3348.693359
	Iteration 42Q: 3 clusters Score -3172938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -3172942.250000 Penalty: 3348.693359
	Iteration 43Q: 3 clusters Score -3172942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -3172945.250000 Penalty: 3348.693359
	Iteration 44Q: 3 clusters Score -3172945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -3172951.000000 Penalty: 3348.693359
	Iteration 45Q: 3 clusters Score -3172951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -3172955.000000 Penalty: 3348.693359
	Iteration 46Q: 3 clusters Score -3172955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -3172962.750000 Penalty: 3348.693359
	Iteration 47Q: 3 clusters Score -3172963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -3172965.000000 Penalty: 3348.693359
	Iteration 48Q: 3 clusters Score -3172965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -3172965.500000 Penalty: 3348.693359
	Iteration 49Q: 3 clusters Score -3172966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -3172966.500000 Penalty: 3348.693359
	Iteration 50Q: 3 clusters Score -3172966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -3172967.250000 Penalty: 3348.693359
	Iteration 51Q: 3 clusters Score -3172967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -3172967.750000 Penalty: 3348.693359
	Iteration 52Q: 3 clusters Score -3172968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -3172967.250000 Penalty: 3348.693359
	Iteration 53Q: 3 clusters Score -3172967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -3172968.500000 Penalty: 3348.693359
	Iteration 54Q: 3 clusters Score -3172968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -3172968.500000 Penalty: 3348.693359
	Iteration 55F: 3 clusters Score -3172968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -98019.539062 Penalty: 1120.054199
	Iteration 0F: 2 clusters Score -98019.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -96630.726562 Penalty: 2240.108398
	Iteration 0F: 3 clusters Score -96630.73 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -96859.960938 Penalty: 2240.108398
	Iteration 1F: 3 clusters Score -96859.96 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -96921.421875 Penalty: 2240.108398
	Iteration 2F: 3 clusters Score -96921.42 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -96965.398438 Penalty: 2240.108398
	Iteration 3Q: 3 clusters Score -96965.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -97016.500000 Penalty: 2240.108398
	Iteration 4Q: 3 clusters Score -97016.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -97063.054688 Penalty: 2240.108398
	Iteration 5Q: 3 clusters Score -97063.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -97144.273438 Penalty: 2240.108398
	Iteration 6Q: 3 clusters Score -97144.27 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -97313.500000 Penalty: 2240.108398
	Iteration 7F: 3 clusters Score -97313.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -97466.992188 Penalty: 2240.108398
	Iteration 8F: 3 clusters Score -97466.99 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -97676.593750 Penalty: 2240.108398
	Iteration 9F: 3 clusters Score -97676.59 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -97850.015625 Penalty: 2240.108398
	Iteration 10F: 3 clusters Score -97850.02 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -97917.218750 Penalty: 2240.108398
	Iteration 11Q: 3 clusters Score -97917.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -97952.109375 Penalty: 2240.108398
	Iteration 12Q: 3 clusters Score -97952.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -97966.726562 Penalty: 2240.108398
	Iteration 13Q: 3 clusters Score -97966.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -97970.328125 Penalty: 2240.108398
	Iteration 14Q: 3 clusters Score -97970.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -97974.281250 Penalty: 2240.108398
	Iteration 15Q: 3 clusters Score -97974.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -97975.734375 Penalty: 2240.108398
	Iteration 16Q: 3 clusters Score -97975.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -97975.734375 Penalty: 2240.108398
	Iteration 17F: 3 clusters Score -97975.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Entering Unmasked Estep 
Score: -94645.218750 Penalty: 1123.966187
	Iteration 0F: 2 clusters Score -94645.22 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 499 members 
Entering Unmasked Estep 
Score: -93223.945312 Penalty: 2247.932373
	Iteration 0F: 3 clusters Score -93223.95 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -93535.156250 Penalty: 2247.932373
	Iteration 1F: 3 clusters Score -93535.16 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -93629.453125 Penalty: 2247.932373
	Iteration 2F: 3 clusters Score -93629.45 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -93675.351562 Penalty: 2247.932373
	Iteration 3Q: 3 clusters Score -93675.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -93693.742188 Penalty: 2247.932373
	Iteration 4Q: 3 clusters Score -93693.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -93700.242188 Penalty: 2247.932373
	Iteration 5Q: 3 clusters Score -93700.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -93704.250000 Penalty: 2247.932373
	Iteration 6Q: 3 clusters Score -93704.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -93709.507812 Penalty: 2247.932373
	Iteration 7Q: 3 clusters Score -93709.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -93711.500000 Penalty: 2247.932373
	Iteration 8Q: 3 clusters Score -93711.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -93716.789062 Penalty: 2247.932373
	Iteration 9Q: 3 clusters Score -93716.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -93719.367188 Penalty: 2247.932373
	Iteration 10Q: 3 clusters Score -93719.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -93723.140625 Penalty: 2247.932373
	Iteration 11Q: 3 clusters Score -93723.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -93725.406250 Penalty: 2247.932373
	Iteration 12Q: 3 clusters Score -93725.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -93726.101562 Penalty: 2247.932373
	Iteration 13Q: 3 clusters Score -93726.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -93726.976562 Penalty: 2247.932373
	Iteration 14Q: 3 clusters Score -93726.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -93727.320312 Penalty: 2247.932373
	Iteration 15Q: 3 clusters Score -93727.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -93727.320312 Penalty: 2247.932373
	Iteration 16F: 3 clusters Score -93727.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Entering Unmasked Estep 
Score: -2204141.000000 Penalty: 1615.220703
	Iteration 0F: 2 clusters Score -2204141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2190034.250000 Penalty: 3230.441406
	Iteration 0F: 3 clusters Score -2190034 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2195270.250000 Penalty: 3230.441406
	Iteration 1F: 3 clusters Score -2195270 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2195838.000000 Penalty: 3230.441406
	Iteration 2F: 3 clusters Score -2195838 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2196451.500000 Penalty: 3230.441406
	Iteration 3F: 3 clusters Score -2196452 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2197208.250000 Penalty: 3230.441406
	Iteration 4F: 3 clusters Score -2197208 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2198196.250000 Penalty: 3230.441406
	Iteration 5F: 3 clusters Score -2198196 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2199312.750000 Penalty: 3230.441406
	Iteration 6F: 3 clusters Score -2199313 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2200476.500000 Penalty: 3230.441406
	Iteration 7F: 3 clusters Score -2200476 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2201447.000000 Penalty: 3230.441406
	Iteration 8F: 3 clusters Score -2201447 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2202118.500000 Penalty: 3230.441406
	Iteration 9Q: 3 clusters Score -2202118 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2202449.500000 Penalty: 3230.441406
	Iteration 10Q: 3 clusters Score -2202450 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2202623.750000 Penalty: 3230.441406
	Iteration 11Q: 3 clusters Score -2202624 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2202725.250000 Penalty: 3230.441406
	Iteration 12Q: 3 clusters Score -2202725 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2202799.750000 Penalty: 3230.441406
	Iteration 13Q: 3 clusters Score -2202800 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2202862.250000 Penalty: 3230.441406
	Iteration 14Q: 3 clusters Score -2202862 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2202921.250000 Penalty: 3230.441406
	Iteration 15Q: 3 clusters Score -2202921 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2202965.250000 Penalty: 3230.441406
	Iteration 16Q: 3 clusters Score -2202965 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2202999.000000 Penalty: 3230.441406
	Iteration 17Q: 3 clusters Score -2202999 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -2203020.750000 Penalty: 3230.441406
	Iteration 18Q: 3 clusters Score -2203021 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2203042.250000 Penalty: 3230.441406
	Iteration 19Q: 3 clusters Score -2203042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2203051.000000 Penalty: 3230.441406
	Iteration 20F: 3 clusters Score -2203051 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2203059.000000 Penalty: 3230.441406
	Iteration 21Q: 3 clusters Score -2203059 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2203069.500000 Penalty: 3230.441406
	Iteration 22Q: 3 clusters Score -2203070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -2203074.750000 Penalty: 3230.441406
	Iteration 23Q: 3 clusters Score -2203075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2203080.250000 Penalty: 3230.441406
	Iteration 24Q: 3 clusters Score -2203080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2203084.750000 Penalty: 3230.441406
	Iteration 25Q: 3 clusters Score -2203085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2203086.250000 Penalty: 3230.441406
	Iteration 26Q: 3 clusters Score -2203086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -2203091.250000 Penalty: 3230.441406
	Iteration 27Q: 3 clusters Score -2203091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2203091.500000 Penalty: 3230.441406
	Iteration 28Q: 3 clusters Score -2203092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2203090.000000 Penalty: 3230.441406
	Iteration 29Q: 3 clusters Score -2203090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2203088.750000 Penalty: 3230.441406
	Iteration 30Q: 3 clusters Score -2203089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2203088.750000 Penalty: 3230.441406
	Iteration 31F: 3 clusters Score -2203089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Entering Unmasked Estep 
Score: -126855.585938 Penalty: 1180.177124
	Iteration 0F: 2 clusters Score -126855.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -125183.734375 Penalty: 2360.354248
	Iteration 0F: 3 clusters Score -125183.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -125563.648438 Penalty: 2360.354248
	Iteration 1F: 3 clusters Score -125563.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -125667.437500 Penalty: 2360.354248
	Iteration 2F: 3 clusters Score -125667.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -125731.007812 Penalty: 2360.354248
	Iteration 3Q: 3 clusters Score -125731 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -125770.273438 Penalty: 2360.354248
	Iteration 4Q: 3 clusters Score -125770.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -125796.562500 Penalty: 2360.354248
	Iteration 5Q: 3 clusters Score -125796.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -125822.234375 Penalty: 2360.354248
	Iteration 6Q: 3 clusters Score -125822.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -125850.929688 Penalty: 2360.354248
	Iteration 7Q: 3 clusters Score -125850.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -125868.203125 Penalty: 2360.354248
	Iteration 8Q: 3 clusters Score -125868.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -125877.046875 Penalty: 2360.354248
	Iteration 9Q: 3 clusters Score -125877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -125887.218750 Penalty: 2360.354248
	Iteration 10Q: 3 clusters Score -125887.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -125895.414062 Penalty: 2360.354248
	Iteration 11Q: 3 clusters Score -125895.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -125902.335938 Penalty: 2360.354248
	Iteration 12Q: 3 clusters Score -125902.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -125908.531250 Penalty: 2360.354248
	Iteration 13Q: 3 clusters Score -125908.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -125912.265625 Penalty: 2360.354248
	Iteration 14Q: 3 clusters Score -125912.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -125917.304688 Penalty: 2360.354248
	Iteration 15Q: 3 clusters Score -125917.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -125924.679688 Penalty: 2360.354248
	Iteration 16Q: 3 clusters Score -125924.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -125940.273438 Penalty: 2360.354248
	Iteration 17Q: 3 clusters Score -125940.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -125955.882812 Penalty: 2360.354248
	Iteration 18Q: 3 clusters Score -125955.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -125984.289062 Penalty: 2360.354248
	Iteration 19Q: 3 clusters Score -125984.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -126023.078125 Penalty: 2360.354248
	Iteration 20F: 3 clusters Score -126023.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -126036.593750 Penalty: 2360.354248
	Iteration 21Q: 3 clusters Score -126036.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -126054.367188 Penalty: 2360.354248
	Iteration 22Q: 3 clusters Score -126054.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -126078.453125 Penalty: 2360.354248
	Iteration 23Q: 3 clusters Score -126078.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -126105.109375 Penalty: 2360.354248
	Iteration 24Q: 3 clusters Score -126105.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -126115.890625 Penalty: 2360.354248
	Iteration 25Q: 3 clusters Score -126115.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -126129.328125 Penalty: 2360.354248
	Iteration 26Q: 3 clusters Score -126129.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -126135.523438 Penalty: 2360.354248
	Iteration 27Q: 3 clusters Score -126135.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -126140.554688 Penalty: 2360.354248
	Iteration 28Q: 3 clusters Score -126140.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -126142.890625 Penalty: 2360.354248
	Iteration 29Q: 3 clusters Score -126142.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -126146.273438 Penalty: 2360.354248
	Iteration 30Q: 3 clusters Score -126146.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -126146.273438 Penalty: 2360.354248
	Iteration 31F: 3 clusters Score -126146.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (38885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Entering Unmasked Estep 
Score: -4124970.250000 Penalty: 1717.359131
	Iteration 0F: 2 clusters Score -4124970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -4098859.750000 Penalty: 3434.718262
	Iteration 0F: 3 clusters Score -4098860 nChanged 18114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -4109013.000000 Penalty: 3434.718262
	Iteration 1F: 3 clusters Score -4109013 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -4109435.000000 Penalty: 3434.718262
	Iteration 2Q: 3 clusters Score -4109435 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -4109923.750000 Penalty: 3434.718262
	Iteration 3Q: 3 clusters Score -4109924 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -4110479.250000 Penalty: 3434.718262
	Iteration 4Q: 3 clusters Score -4110479 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -4111188.500000 Penalty: 3434.718262
	Iteration 5Q: 3 clusters Score -4111188 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -4111924.750000 Penalty: 3434.718262
	Iteration 6Q: 3 clusters Score -4111925 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -4112737.000000 Penalty: 3434.718262
	Iteration 7Q: 3 clusters Score -4112737 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -4113576.250000 Penalty: 3434.718262
	Iteration 8Q: 3 clusters Score -4113576 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -4114490.750000 Penalty: 3434.718262
	Iteration 9Q: 3 clusters Score -4114491 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -4115421.250000 Penalty: 3434.718262
	Iteration 10Q: 3 clusters Score -4115421 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -4116332.500000 Penalty: 3434.718262
	Iteration 11Q: 3 clusters Score -4116332 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -4117051.250000 Penalty: 3434.718262
	Iteration 12Q: 3 clusters Score -4117051 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -4117425.500000 Penalty: 3434.718262
	Iteration 13Q: 3 clusters Score -4117426 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -4117568.250000 Penalty: 3434.718262
	Iteration 14Q: 3 clusters Score -4117568 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -4117639.750000 Penalty: 3434.718262
	Iteration 15Q: 3 clusters Score -4117640 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -4117688.000000 Penalty: 3434.718262
	Iteration 16Q: 3 clusters Score -4117688 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -4117728.000000 Penalty: 3434.718262
	Iteration 17Q: 3 clusters Score -4117728 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -4117764.000000 Penalty: 3434.718262
	Iteration 18Q: 3 clusters Score -4117764 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -4117779.750000 Penalty: 3434.718262
	Iteration 19Q: 3 clusters Score -4117780 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -4117805.750000 Penalty: 3434.718262
	Iteration 20F: 3 clusters Score -4117806 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -4117829.000000 Penalty: 3434.718262
	Iteration 21Q: 3 clusters Score -4117829 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -4117853.000000 Penalty: 3434.718262
	Iteration 22Q: 3 clusters Score -4117853 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -4117892.500000 Penalty: 3434.718262
	Iteration 23Q: 3 clusters Score -4117892 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -4117957.750000 Penalty: 3434.718262
	Iteration 24Q: 3 clusters Score -4117958 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -4118019.000000 Penalty: 3434.718262
	Iteration 25Q: 3 clusters Score -4118019 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -4118067.000000 Penalty: 3434.718262
	Iteration 26Q: 3 clusters Score -4118067 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -4118141.500000 Penalty: 3434.718262
	Iteration 27Q: 3 clusters Score -4118142 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -4118205.500000 Penalty: 3434.718262
	Iteration 28Q: 3 clusters Score -4118206 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -4118282.000000 Penalty: 3434.718262
	Iteration 29Q: 3 clusters Score -4118282 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -4118374.750000 Penalty: 3434.718262
	Iteration 30Q: 3 clusters Score -4118375 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -4118498.750000 Penalty: 3434.718262
	Iteration 31Q: 3 clusters Score -4118499 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -4118613.250000 Penalty: 3434.718262
	Iteration 32Q: 3 clusters Score -4118613 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -4118764.000000 Penalty: 3434.718262
	Iteration 33Q: 3 clusters Score -4118764 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -4118957.000000 Penalty: 3434.718262
	Iteration 34Q: 3 clusters Score -4118957 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -4119180.750000 Penalty: 3434.718262
	Iteration 35Q: 3 clusters Score -4119181 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -4119421.250000 Penalty: 3434.718262
	Iteration 36Q: 3 clusters Score -4119421 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -4119719.250000 Penalty: 3434.718262
	Iteration 37Q: 3 clusters Score -4119719 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -4120063.500000 Penalty: 3434.718262
	Iteration 38Q: 3 clusters Score -4120064 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -4120393.750000 Penalty: 3434.718262
	Iteration 39Q: 3 clusters Score -4120394 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -4120733.000000 Penalty: 3434.718262
	Iteration 40F: 3 clusters Score -4120733 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -4121081.750000 Penalty: 3434.718262
	Iteration 41Q: 3 clusters Score -4121082 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -4121460.750000 Penalty: 3434.718262
	Iteration 42Q: 3 clusters Score -4121461 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -4121816.000000 Penalty: 3434.718262
	Iteration 43Q: 3 clusters Score -4121816 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -4122132.750000 Penalty: 3434.718262
	Iteration 44Q: 3 clusters Score -4122133 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -4122403.250000 Penalty: 3434.718262
	Iteration 45Q: 3 clusters Score -4122403 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -4122656.000000 Penalty: 3434.718262
	Iteration 46Q: 3 clusters Score -4122656 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -4122848.500000 Penalty: 3434.718262
	Iteration 47Q: 3 clusters Score -4122848 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -4123011.750000 Penalty: 3434.718262
	Iteration 48Q: 3 clusters Score -4123012 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -4123131.750000 Penalty: 3434.718262
	Iteration 49Q: 3 clusters Score -4123132 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -4123251.250000 Penalty: 3434.718262
	Iteration 50Q: 3 clusters Score -4123251 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4123359.250000 Penalty: 3434.718262
	Iteration 51Q: 3 clusters Score -4123359 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4123445.000000 Penalty: 3434.718262
	Iteration 52Q: 3 clusters Score -4123445 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4123534.750000 Penalty: 3434.718262
	Iteration 53Q: 3 clusters Score -4123535 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4123622.250000 Penalty: 3434.718262
	Iteration 54Q: 3 clusters Score -4123622 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4123701.000000 Penalty: 3434.718262
	Iteration 55Q: 3 clusters Score -4123701 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4123743.500000 Penalty: 3434.718262
	Iteration 56Q: 3 clusters Score -4123744 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4123788.000000 Penalty: 3434.718262
	Iteration 57Q: 3 clusters Score -4123788 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4123810.250000 Penalty: 3434.718262
	Iteration 58Q: 3 clusters Score -4123810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4123823.000000 Penalty: 3434.718262
	Iteration 59Q: 3 clusters Score -4123823 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4123841.500000 Penalty: 3434.718262
	Iteration 60F: 3 clusters Score -4123842 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4123857.500000 Penalty: 3434.718262
	Iteration 61Q: 3 clusters Score -4123858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4123861.000000 Penalty: 3434.718262
	Iteration 62Q: 3 clusters Score -4123861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4123874.250000 Penalty: 3434.718262
	Iteration 63Q: 3 clusters Score -4123874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4123870.750000 Penalty: 3434.718262
	Iteration 64Q: 3 clusters Score -4123871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4123878.750000 Penalty: 3434.718262
	Iteration 65Q: 3 clusters Score -4123879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4123888.000000 Penalty: 3434.718262
	Iteration 66Q: 3 clusters Score -4123888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4123890.750000 Penalty: 3434.718262
	Iteration 67Q: 3 clusters Score -4123891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4123889.000000 Penalty: 3434.718262
	Iteration 68Q: 3 clusters Score -4123889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4123893.750000 Penalty: 3434.718262
	Iteration 69Q: 3 clusters Score -4123894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4123894.000000 Penalty: 3434.718262
	Iteration 70Q: 3 clusters Score -4123894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4123899.500000 Penalty: 3434.718262
	Iteration 71Q: 3 clusters Score -4123900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4123897.250000 Penalty: 3434.718262
	Iteration 72Q: 3 clusters Score -4123897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4123897.750000 Penalty: 3434.718262
	Iteration 73Q: 3 clusters Score -4123898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4123898.500000 Penalty: 3434.718262
	Iteration 74Q: 3 clusters Score -4123898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4123899.250000 Penalty: 3434.718262
	Iteration 75Q: 3 clusters Score -4123899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4123900.500000 Penalty: 3434.718262
	Iteration 76Q: 3 clusters Score -4123900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4123903.000000 Penalty: 3434.718262
	Iteration 77Q: 3 clusters Score -4123903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4123906.750000 Penalty: 3434.718262
	Iteration 78Q: 3 clusters Score -4123907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4123906.750000 Penalty: 3434.718262
	Iteration 79F: 3 clusters Score -4123907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Entering Unmasked Estep 
Score: -1062059.125000 Penalty: 1501.783081
	Iteration 0F: 2 clusters Score -1062059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1054722.875000 Penalty: 3003.566162
	Iteration 0F: 3 clusters Score -1054723 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1057076.875000 Penalty: 3003.566162
	Iteration 1F: 3 clusters Score -1057077 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1057299.750000 Penalty: 3003.566162
	Iteration 2F: 3 clusters Score -1057300 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1057472.625000 Penalty: 3003.566162
	Iteration 3Q: 3 clusters Score -1057473 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1057657.375000 Penalty: 3003.566162
	Iteration 4Q: 3 clusters Score -1057657 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1057855.750000 Penalty: 3003.566162
	Iteration 5Q: 3 clusters Score -1057856 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1058105.000000 Penalty: 3003.566162
	Iteration 6Q: 3 clusters Score -1058105 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1058408.500000 Penalty: 3003.566162
	Iteration 7F: 3 clusters Score -1058408 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1058742.000000 Penalty: 3003.566162
	Iteration 8F: 3 clusters Score -1058742 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1059080.500000 Penalty: 3003.566162
	Iteration 9F: 3 clusters Score -1059080 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1059379.250000 Penalty: 3003.566162
	Iteration 10Q: 3 clusters Score -1059379 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1059616.500000 Penalty: 3003.566162
	Iteration 11Q: 3 clusters Score -1059616 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1059808.125000 Penalty: 3003.566162
	Iteration 12Q: 3 clusters Score -1059808 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1059955.125000 Penalty: 3003.566162
	Iteration 13Q: 3 clusters Score -1059955 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1060101.500000 Penalty: 3003.566162
	Iteration 14Q: 3 clusters Score -1060102 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1060218.500000 Penalty: 3003.566162
	Iteration 15Q: 3 clusters Score -1060218 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1060320.625000 Penalty: 3003.566162
	Iteration 16Q: 3 clusters Score -1060321 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1060395.000000 Penalty: 3003.566162
	Iteration 17Q: 3 clusters Score -1060395 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1060465.625000 Penalty: 3003.566162
	Iteration 18Q: 3 clusters Score -1060466 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1060513.125000 Penalty: 3003.566162
	Iteration 19Q: 3 clusters Score -1060513 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1060566.125000 Penalty: 3003.566162
	Iteration 20F: 3 clusters Score -1060566 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1060618.375000 Penalty: 3003.566162
	Iteration 21Q: 3 clusters Score -1060618 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1060664.125000 Penalty: 3003.566162
	Iteration 22Q: 3 clusters Score -1060664 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1060704.625000 Penalty: 3003.566162
	Iteration 23Q: 3 clusters Score -1060705 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1060739.625000 Penalty: 3003.566162
	Iteration 24Q: 3 clusters Score -1060740 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1060761.125000 Penalty: 3003.566162
	Iteration 25Q: 3 clusters Score -1060761 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1060782.375000 Penalty: 3003.566162
	Iteration 26Q: 3 clusters Score -1060782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1060802.375000 Penalty: 3003.566162
	Iteration 27Q: 3 clusters Score -1060802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1060823.875000 Penalty: 3003.566162
	Iteration 28Q: 3 clusters Score -1060824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1060856.375000 Penalty: 3003.566162
	Iteration 29Q: 3 clusters Score -1060856 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1060893.125000 Penalty: 3003.566162
	Iteration 30Q: 3 clusters Score -1060893 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1060929.125000 Penalty: 3003.566162
	Iteration 31Q: 3 clusters Score -1060929 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1060961.125000 Penalty: 3003.566162
	Iteration 32Q: 3 clusters Score -1060961 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1060978.125000 Penalty: 3003.566162
	Iteration 33Q: 3 clusters Score -1060978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1060989.125000 Penalty: 3003.566162
	Iteration 34Q: 3 clusters Score -1060989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1061004.875000 Penalty: 3003.566162
	Iteration 35Q: 3 clusters Score -1061005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1061011.250000 Penalty: 3003.566162
	Iteration 36Q: 3 clusters Score -1061011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1061016.500000 Penalty: 3003.566162
	Iteration 37Q: 3 clusters Score -1061016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1061022.375000 Penalty: 3003.566162
	Iteration 38Q: 3 clusters Score -1061022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1061027.750000 Penalty: 3003.566162
	Iteration 39Q: 3 clusters Score -1061028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1061032.625000 Penalty: 3003.566162
	Iteration 40F: 3 clusters Score -1061033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1061034.500000 Penalty: 3003.566162
	Iteration 41Q: 3 clusters Score -1061034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1061032.500000 Penalty: 3003.566162
	Iteration 42Q: 3 clusters Score -1061032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1061033.875000 Penalty: 3003.566162
	Iteration 43Q: 3 clusters Score -1061034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1061033.875000 Penalty: 3003.566162
	Iteration 44F: 3 clusters Score -1061034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -511427.843750 Penalty: 1380.661377
	Iteration 0F: 2 clusters Score -511427.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -507503.593750 Penalty: 2761.322754
	Iteration 0F: 3 clusters Score -507503.6 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -508575.500000 Penalty: 2761.322754
	Iteration 1F: 3 clusters Score -508575.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -508749.750000 Penalty: 2761.322754
	Iteration 2F: 3 clusters Score -508749.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -508866.718750 Penalty: 2761.322754
	Iteration 3F: 3 clusters Score -508866.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -508960.718750 Penalty: 2761.322754
	Iteration 4Q: 3 clusters Score -508960.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -509039.750000 Penalty: 2761.322754
	Iteration 5Q: 3 clusters Score -509039.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -509118.687500 Penalty: 2761.322754
	Iteration 6Q: 3 clusters Score -509118.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -509196.000000 Penalty: 2761.322754
	Iteration 7Q: 3 clusters Score -509196 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -509284.031250 Penalty: 2761.322754
	Iteration 8Q: 3 clusters Score -509284 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -509369.968750 Penalty: 2761.322754
	Iteration 9Q: 3 clusters Score -509370 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -509455.343750 Penalty: 2761.322754
	Iteration 10Q: 3 clusters Score -509455.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -509536.656250 Penalty: 2761.322754
	Iteration 11Q: 3 clusters Score -509536.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -509630.000000 Penalty: 2761.322754
	Iteration 12Q: 3 clusters Score -509630 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -509733.156250 Penalty: 2761.322754
	Iteration 13Q: 3 clusters Score -509733.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -509818.406250 Penalty: 2761.322754
	Iteration 14Q: 3 clusters Score -509818.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -509904.375000 Penalty: 2761.322754
	Iteration 15Q: 3 clusters Score -509904.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -509973.000000 Penalty: 2761.322754
	Iteration 16Q: 3 clusters Score -509973 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -510016.000000 Penalty: 2761.322754
	Iteration 17Q: 3 clusters Score -510016 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -510042.656250 Penalty: 2761.322754
	Iteration 18Q: 3 clusters Score -510042.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -510065.031250 Penalty: 2761.322754
	Iteration 19Q: 3 clusters Score -510065 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -510087.281250 Penalty: 2761.322754
	Iteration 20F: 3 clusters Score -510087.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -510102.906250 Penalty: 2761.322754
	Iteration 21Q: 3 clusters Score -510102.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -510112.593750 Penalty: 2761.322754
	Iteration 22Q: 3 clusters Score -510112.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -510122.687500 Penalty: 2761.322754
	Iteration 23Q: 3 clusters Score -510122.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -510129.312500 Penalty: 2761.322754
	Iteration 24Q: 3 clusters Score -510129.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -510134.750000 Penalty: 2761.322754
	Iteration 25Q: 3 clusters Score -510134.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -510142.062500 Penalty: 2761.322754
	Iteration 26Q: 3 clusters Score -510142.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -510148.625000 Penalty: 2761.322754
	Iteration 27Q: 3 clusters Score -510148.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -510156.437500 Penalty: 2761.322754
	Iteration 28Q: 3 clusters Score -510156.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -510162.781250 Penalty: 2761.322754
	Iteration 29Q: 3 clusters Score -510162.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -510172.656250 Penalty: 2761.322754
	Iteration 30Q: 3 clusters Score -510172.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -510179.500000 Penalty: 2761.322754
	Iteration 31Q: 3 clusters Score -510179.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -510185.906250 Penalty: 2761.322754
	Iteration 32Q: 3 clusters Score -510185.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -510187.687500 Penalty: 2761.322754
	Iteration 33Q: 3 clusters Score -510187.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -510189.781250 Penalty: 2761.322754
	Iteration 34Q: 3 clusters Score -510189.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -510190.000000 Penalty: 2761.322754
	Iteration 35Q: 3 clusters Score -510190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -510191.000000 Penalty: 2761.322754
	Iteration 36Q: 3 clusters Score -510191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -510191.156250 Penalty: 2761.322754
	Iteration 37Q: 3 clusters Score -510191.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -510192.156250 Penalty: 2761.322754
	Iteration 38Q: 3 clusters Score -510192.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -510194.187500 Penalty: 2761.322754
	Iteration 39Q: 3 clusters Score -510194.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -510194.187500 Penalty: 2761.322754
	Iteration 40F: 3 clusters Score -510194.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Entering Unmasked Estep 
Score: -566186.000000 Penalty: 1395.886597
	Iteration 0F: 2 clusters Score -566186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -561962.500000 Penalty: 2791.773193
	Iteration 0F: 3 clusters Score -561962.5 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -563236.125000 Penalty: 2791.773193
	Iteration 1F: 3 clusters Score -563236.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -563489.562500 Penalty: 2791.773193
	Iteration 2F: 3 clusters Score -563489.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -563708.062500 Penalty: 2791.773193
	Iteration 3F: 3 clusters Score -563708.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -563897.437500 Penalty: 2791.773193
	Iteration 4F: 3 clusters Score -563897.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -564043.937500 Penalty: 2791.773193
	Iteration 5Q: 3 clusters Score -564043.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -564176.875000 Penalty: 2791.773193
	Iteration 6Q: 3 clusters Score -564176.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -564309.187500 Penalty: 2791.773193
	Iteration 7Q: 3 clusters Score -564309.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -564425.937500 Penalty: 2791.773193
	Iteration 8Q: 3 clusters Score -564425.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -564532.937500 Penalty: 2791.773193
	Iteration 9Q: 3 clusters Score -564532.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -564642.750000 Penalty: 2791.773193
	Iteration 10Q: 3 clusters Score -564642.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -564738.375000 Penalty: 2791.773193
	Iteration 11Q: 3 clusters Score -564738.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -564821.312500 Penalty: 2791.773193
	Iteration 12Q: 3 clusters Score -564821.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -564920.250000 Penalty: 2791.773193
	Iteration 13Q: 3 clusters Score -564920.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -564999.562500 Penalty: 2791.773193
	Iteration 14Q: 3 clusters Score -564999.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -565066.000000 Penalty: 2791.773193
	Iteration 15Q: 3 clusters Score -565066 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -565120.875000 Penalty: 2791.773193
	Iteration 16Q: 3 clusters Score -565120.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -565157.750000 Penalty: 2791.773193
	Iteration 17Q: 3 clusters Score -565157.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -565186.562500 Penalty: 2791.773193
	Iteration 18Q: 3 clusters Score -565186.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -565201.000000 Penalty: 2791.773193
	Iteration 19Q: 3 clusters Score -565201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -565209.500000 Penalty: 2791.773193
	Iteration 20F: 3 clusters Score -565209.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -565217.812500 Penalty: 2791.773193
	Iteration 21Q: 3 clusters Score -565217.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -565223.875000 Penalty: 2791.773193
	Iteration 22Q: 3 clusters Score -565223.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -565228.062500 Penalty: 2791.773193
	Iteration 23Q: 3 clusters Score -565228.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -565234.437500 Penalty: 2791.773193
	Iteration 24Q: 3 clusters Score -565234.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -565238.625000 Penalty: 2791.773193
	Iteration 25Q: 3 clusters Score -565238.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -565242.562500 Penalty: 2791.773193
	Iteration 26Q: 3 clusters Score -565242.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -565246.500000 Penalty: 2791.773193
	Iteration 27Q: 3 clusters Score -565246.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -565247.625000 Penalty: 2791.773193
	Iteration 28Q: 3 clusters Score -565247.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -565251.562500 Penalty: 2791.773193
	Iteration 29Q: 3 clusters Score -565251.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -565253.812500 Penalty: 2791.773193
	Iteration 30Q: 3 clusters Score -565253.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -565257.000000 Penalty: 2791.773193
	Iteration 31Q: 3 clusters Score -565257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -565257.375000 Penalty: 2791.773193
	Iteration 32Q: 3 clusters Score -565257.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -565259.312500 Penalty: 2791.773193
	Iteration 33Q: 3 clusters Score -565259.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -565260.562500 Penalty: 2791.773193
	Iteration 34Q: 3 clusters Score -565260.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -565260.562500 Penalty: 2791.773193
	Iteration 35F: 3 clusters Score -565260.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -10542.351562 Penalty: 823.696960
	Iteration 0F: 2 clusters Score -10542.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10036.835938 Penalty: 1647.393921
	Iteration 0F: 3 clusters Score -10036.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10126.899414 Penalty: 1647.393921
	Iteration 1F: 3 clusters Score -10126.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10161.933594 Penalty: 1647.393921
	Iteration 2Q: 3 clusters Score -10161.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10169.423828 Penalty: 1647.393921
	Iteration 3Q: 3 clusters Score -10169.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10169.423828 Penalty: 1647.393921
	Iteration 4F: 3 clusters Score -10169.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Entering Unmasked Estep 
Score: -158092.828125 Penalty: 1198.071289
	Iteration 0F: 2 clusters Score -158092.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -156294.765625 Penalty: 2396.142578
	Iteration 0F: 3 clusters Score -156294.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -156749.281250 Penalty: 2396.142578
	Iteration 1F: 3 clusters Score -156749.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -156928.328125 Penalty: 2396.142578
	Iteration 2F: 3 clusters Score -156928.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -157035.625000 Penalty: 2396.142578
	Iteration 3F: 3 clusters Score -157035.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -157093.640625 Penalty: 2396.142578
	Iteration 4Q: 3 clusters Score -157093.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -157125.765625 Penalty: 2396.142578
	Iteration 5Q: 3 clusters Score -157125.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -157145.265625 Penalty: 2396.142578
	Iteration 6Q: 3 clusters Score -157145.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -157170.750000 Penalty: 2396.142578
	Iteration 7Q: 3 clusters Score -157170.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -157194.812500 Penalty: 2396.142578
	Iteration 8Q: 3 clusters Score -157194.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -157213.546875 Penalty: 2396.142578
	Iteration 9Q: 3 clusters Score -157213.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -157234.171875 Penalty: 2396.142578
	Iteration 10Q: 3 clusters Score -157234.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -157261.453125 Penalty: 2396.142578
	Iteration 11Q: 3 clusters Score -157261.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -157274.953125 Penalty: 2396.142578
	Iteration 12Q: 3 clusters Score -157275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -157288.296875 Penalty: 2396.142578
	Iteration 13Q: 3 clusters Score -157288.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -157300.953125 Penalty: 2396.142578
	Iteration 14Q: 3 clusters Score -157301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -157309.406250 Penalty: 2396.142578
	Iteration 15Q: 3 clusters Score -157309.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -157313.437500 Penalty: 2396.142578
	Iteration 16Q: 3 clusters Score -157313.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -157315.921875 Penalty: 2396.142578
	Iteration 17Q: 3 clusters Score -157315.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -157320.578125 Penalty: 2396.142578
	Iteration 18Q: 3 clusters Score -157320.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -157322.468750 Penalty: 2396.142578
	Iteration 19Q: 3 clusters Score -157322.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -157324.578125 Penalty: 2396.142578
	Iteration 20F: 3 clusters Score -157324.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -157327.031250 Penalty: 2396.142578
	Iteration 21Q: 3 clusters Score -157327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -157329.781250 Penalty: 2396.142578
	Iteration 22Q: 3 clusters Score -157329.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -157332.171875 Penalty: 2396.142578
	Iteration 23Q: 3 clusters Score -157332.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -157333.078125 Penalty: 2396.142578
	Iteration 24Q: 3 clusters Score -157333.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -157335.250000 Penalty: 2396.142578
	Iteration 25Q: 3 clusters Score -157335.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -157335.765625 Penalty: 2396.142578
	Iteration 26Q: 3 clusters Score -157335.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -157336.515625 Penalty: 2396.142578
	Iteration 27Q: 3 clusters Score -157336.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -157338.078125 Penalty: 2396.142578
	Iteration 28Q: 3 clusters Score -157338.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -157338.406250 Penalty: 2396.142578
	Iteration 29Q: 3 clusters Score -157338.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -157338.406250 Penalty: 2396.142578
	Iteration 30F: 3 clusters Score -157338.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Entering Unmasked Estep 
Score: -493361.781250 Penalty: 1393.818848
	Iteration 0F: 2 clusters Score -493361.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -489176.281250 Penalty: 2787.637695
	Iteration 0F: 3 clusters Score -489176.3 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -490631.281250 Penalty: 2787.637695
	Iteration 1F: 3 clusters Score -490631.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -491033.031250 Penalty: 2787.637695
	Iteration 2F: 3 clusters Score -491033 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -491367.687500 Penalty: 2787.637695
	Iteration 3F: 3 clusters Score -491367.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -491594.031250 Penalty: 2787.637695
	Iteration 4F: 3 clusters Score -491594 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -491722.031250 Penalty: 2787.637695
	Iteration 5Q: 3 clusters Score -491722 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -491816.968750 Penalty: 2787.637695
	Iteration 6Q: 3 clusters Score -491817 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -491897.781250 Penalty: 2787.637695
	Iteration 7Q: 3 clusters Score -491897.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -491958.281250 Penalty: 2787.637695
	Iteration 8Q: 3 clusters Score -491958.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -492008.375000 Penalty: 2787.637695
	Iteration 9Q: 3 clusters Score -492008.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -492057.781250 Penalty: 2787.637695
	Iteration 10Q: 3 clusters Score -492057.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -492105.656250 Penalty: 2787.637695
	Iteration 11Q: 3 clusters Score -492105.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -492153.125000 Penalty: 2787.637695
	Iteration 12Q: 3 clusters Score -492153.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -492195.406250 Penalty: 2787.637695
	Iteration 13Q: 3 clusters Score -492195.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -492241.468750 Penalty: 2787.637695
	Iteration 14Q: 3 clusters Score -492241.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -492276.093750 Penalty: 2787.637695
	Iteration 15Q: 3 clusters Score -492276.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -492321.625000 Penalty: 2787.637695
	Iteration 16Q: 3 clusters Score -492321.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -492363.218750 Penalty: 2787.637695
	Iteration 17Q: 3 clusters Score -492363.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -492392.125000 Penalty: 2787.637695
	Iteration 18Q: 3 clusters Score -492392.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -492417.093750 Penalty: 2787.637695
	Iteration 19Q: 3 clusters Score -492417.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -492448.593750 Penalty: 2787.637695
	Iteration 20F: 3 clusters Score -492448.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -492486.187500 Penalty: 2787.637695
	Iteration 21Q: 3 clusters Score -492486.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -492527.406250 Penalty: 2787.637695
	Iteration 22Q: 3 clusters Score -492527.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -492565.031250 Penalty: 2787.637695
	Iteration 23Q: 3 clusters Score -492565 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -492602.562500 Penalty: 2787.637695
	Iteration 24Q: 3 clusters Score -492602.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -492649.437500 Penalty: 2787.637695
	Iteration 25Q: 3 clusters Score -492649.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -492685.406250 Penalty: 2787.637695
	Iteration 26Q: 3 clusters Score -492685.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -492715.687500 Penalty: 2787.637695
	Iteration 27Q: 3 clusters Score -492715.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -492733.468750 Penalty: 2787.637695
	Iteration 28Q: 3 clusters Score -492733.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -492742.312500 Penalty: 2787.637695
	Iteration 29Q: 3 clusters Score -492742.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -492748.843750 Penalty: 2787.637695
	Iteration 30Q: 3 clusters Score -492748.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -492755.437500 Penalty: 2787.637695
	Iteration 31Q: 3 clusters Score -492755.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -492758.375000 Penalty: 2787.637695
	Iteration 32Q: 3 clusters Score -492758.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -492759.968750 Penalty: 2787.637695
	Iteration 33Q: 3 clusters Score -492760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -492763.062500 Penalty: 2787.637695
	Iteration 34Q: 3 clusters Score -492763.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -492766.625000 Penalty: 2787.637695
	Iteration 35Q: 3 clusters Score -492766.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -492767.625000 Penalty: 2787.637695
	Iteration 36Q: 3 clusters Score -492767.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -492768.468750 Penalty: 2787.637695
	Iteration 37Q: 3 clusters Score -492768.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -492767.593750 Penalty: 2787.637695
	Iteration 38Q: 3 clusters Score -492767.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -492768.343750 Penalty: 2787.637695
	Iteration 39Q: 3 clusters Score -492768.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -492768.343750 Penalty: 2787.637695
	Iteration 40F: 3 clusters Score -492768.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -1683657.625000 Penalty: 1570.507202
	Iteration 0F: 2 clusters Score -1683658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1672749.750000 Penalty: 3141.014404
	Iteration 0F: 3 clusters Score -1672750 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1676603.750000 Penalty: 3141.014404
	Iteration 1F: 3 clusters Score -1676604 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1677072.625000 Penalty: 3141.014404
	Iteration 2F: 3 clusters Score -1677073 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1677595.000000 Penalty: 3141.014404
	Iteration 3F: 3 clusters Score -1677595 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1678252.125000 Penalty: 3141.014404
	Iteration 4F: 3 clusters Score -1678252 nChanged 1079
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: -1679071.500000 Penalty: 3141.014404
	Iteration 5F: 3 clusters Score -1679072 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1679976.750000 Penalty: 3141.014404
	Iteration 6F: 3 clusters Score -1679977 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1680803.500000 Penalty: 3141.014404
	Iteration 7F: 3 clusters Score -1680804 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1681418.750000 Penalty: 3141.014404
	Iteration 8Q: 3 clusters Score -1681419 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1681821.375000 Penalty: 3141.014404
	Iteration 9Q: 3 clusters Score -1681821 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1682058.375000 Penalty: 3141.014404
	Iteration 10Q: 3 clusters Score -1682058 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1682200.875000 Penalty: 3141.014404
	Iteration 11Q: 3 clusters Score -1682201 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1682321.625000 Penalty: 3141.014404
	Iteration 12Q: 3 clusters Score -1682322 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -1682420.750000 Penalty: 3141.014404
	Iteration 13Q: 3 clusters Score -1682421 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1682529.875000 Penalty: 3141.014404
	Iteration 14Q: 3 clusters Score -1682530 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1682641.250000 Penalty: 3141.014404
	Iteration 15Q: 3 clusters Score -1682641 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -1682719.125000 Penalty: 3141.014404
	Iteration 16Q: 3 clusters Score -1682719 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1682759.875000 Penalty: 3141.014404
	Iteration 17Q: 3 clusters Score -1682760 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1682786.000000 Penalty: 3141.014404
	Iteration 18Q: 3 clusters Score -1682786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -1682795.625000 Penalty: 3141.014404
	Iteration 19Q: 3 clusters Score -1682796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1682802.750000 Penalty: 3141.014404
	Iteration 20F: 3 clusters Score -1682803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -1682808.375000 Penalty: 3141.014404
	Iteration 21Q: 3 clusters Score -1682808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1682811.250000 Penalty: 3141.014404
	Iteration 22Q: 3 clusters Score -1682811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1682817.375000 Penalty: 3141.014404
	Iteration 23Q: 3 clusters Score -1682817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1682817.000000 Penalty: 3141.014404
	Iteration 24Q: 3 clusters Score -1682817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1682824.125000 Penalty: 3141.014404
	Iteration 25Q: 3 clusters Score -1682824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -1682826.125000 Penalty: 3141.014404
	Iteration 26Q: 3 clusters Score -1682826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1682827.875000 Penalty: 3141.014404
	Iteration 27Q: 3 clusters Score -1682828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1682829.750000 Penalty: 3141.014404
	Iteration 28Q: 3 clusters Score -1682830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1682833.875000 Penalty: 3141.014404
	Iteration 29Q: 3 clusters Score -1682834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -1682835.375000 Penalty: 3141.014404
	Iteration 30Q: 3 clusters Score -1682835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -1682838.250000 Penalty: 3141.014404
	Iteration 31Q: 3 clusters Score -1682838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1682839.625000 Penalty: 3141.014404
	Iteration 32Q: 3 clusters Score -1682840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1682842.750000 Penalty: 3141.014404
	Iteration 33Q: 3 clusters Score -1682843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1682842.250000 Penalty: 3141.014404
	Iteration 34Q: 3 clusters Score -1682842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1682842.250000 Penalty: 3141.014404
	Iteration 35Q: 3 clusters Score -1682842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1682842.875000 Penalty: 3141.014404
	Iteration 36Q: 3 clusters Score -1682843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1682842.875000 Penalty: 3141.014404
	Iteration 37F: 3 clusters Score -1682843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -31803.722656 Penalty: 944.310425
	Iteration 0F: 2 clusters Score -31803.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30920.683594 Penalty: 1888.620850
	Iteration 0F: 3 clusters Score -30920.68 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31035.988281 Penalty: 1888.620850
	Iteration 1F: 3 clusters Score -31035.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31063.691406 Penalty: 1888.620850
	Iteration 2Q: 3 clusters Score -31063.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31087.015625 Penalty: 1888.620850
	Iteration 3Q: 3 clusters Score -31087.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31108.957031 Penalty: 1888.620850
	Iteration 4Q: 3 clusters Score -31108.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31129.556641 Penalty: 1888.620850
	Iteration 5Q: 3 clusters Score -31129.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31145.451172 Penalty: 1888.620850
	Iteration 6Q: 3 clusters Score -31145.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31146.490234 Penalty: 1888.620850
	Iteration 7Q: 3 clusters Score -31146.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31148.091797 Penalty: 1888.620850
	Iteration 8Q: 3 clusters Score -31148.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31149.275391 Penalty: 1888.620850
	Iteration 9Q: 3 clusters Score -31149.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31149.275391 Penalty: 1888.620850
	Iteration 10F: 3 clusters Score -31149.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Entering Unmasked Estep 
Score: -230278.359375 Penalty: 1257.928589
	Iteration 0F: 2 clusters Score -230278.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -228002.734375 Penalty: 2515.857178
	Iteration 0F: 3 clusters Score -228002.7 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -228492.843750 Penalty: 2515.857178
	Iteration 1F: 3 clusters Score -228492.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -228629.453125 Penalty: 2515.857178
	Iteration 2F: 3 clusters Score -228629.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -228733.484375 Penalty: 2515.857178
	Iteration 3F: 3 clusters Score -228733.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -228847.515625 Penalty: 2515.857178
	Iteration 4Q: 3 clusters Score -228847.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -228959.203125 Penalty: 2515.857178
	Iteration 5Q: 3 clusters Score -228959.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -229064.078125 Penalty: 2515.857178
	Iteration 6Q: 3 clusters Score -229064.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -229189.343750 Penalty: 2515.857178
	Iteration 7Q: 3 clusters Score -229189.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -229308.843750 Penalty: 2515.857178
	Iteration 8Q: 3 clusters Score -229308.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -229373.593750 Penalty: 2515.857178
	Iteration 9Q: 3 clusters Score -229373.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -229433.843750 Penalty: 2515.857178
	Iteration 10Q: 3 clusters Score -229433.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -229499.125000 Penalty: 2515.857178
	Iteration 11Q: 3 clusters Score -229499.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -229572.468750 Penalty: 2515.857178
	Iteration 12Q: 3 clusters Score -229572.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -229635.515625 Penalty: 2515.857178
	Iteration 13Q: 3 clusters Score -229635.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -229693.515625 Penalty: 2515.857178
	Iteration 14Q: 3 clusters Score -229693.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -229732.453125 Penalty: 2515.857178
	Iteration 15Q: 3 clusters Score -229732.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -229751.656250 Penalty: 2515.857178
	Iteration 16Q: 3 clusters Score -229751.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -229766.734375 Penalty: 2515.857178
	Iteration 17Q: 3 clusters Score -229766.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -229771.484375 Penalty: 2515.857178
	Iteration 18Q: 3 clusters Score -229771.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -229773.078125 Penalty: 2515.857178
	Iteration 19Q: 3 clusters Score -229773.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -229774.515625 Penalty: 2515.857178
	Iteration 20F: 3 clusters Score -229774.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -229776.312500 Penalty: 2515.857178
	Iteration 21Q: 3 clusters Score -229776.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -229778.750000 Penalty: 2515.857178
	Iteration 22Q: 3 clusters Score -229778.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -229783.093750 Penalty: 2515.857178
	Iteration 23Q: 3 clusters Score -229783.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -229785.484375 Penalty: 2515.857178
	Iteration 24Q: 3 clusters Score -229785.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -229790.156250 Penalty: 2515.857178
	Iteration 25Q: 3 clusters Score -229790.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -229796.343750 Penalty: 2515.857178
	Iteration 26Q: 3 clusters Score -229796.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -229799.125000 Penalty: 2515.857178
	Iteration 27Q: 3 clusters Score -229799.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -229800.359375 Penalty: 2515.857178
	Iteration 28Q: 3 clusters Score -229800.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -229802.578125 Penalty: 2515.857178
	Iteration 29Q: 3 clusters Score -229802.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -229806.250000 Penalty: 2515.857178
	Iteration 30Q: 3 clusters Score -229806.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -229808.531250 Penalty: 2515.857178
	Iteration 31Q: 3 clusters Score -229808.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -229810.562500 Penalty: 2515.857178
	Iteration 32Q: 3 clusters Score -229810.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -229812.953125 Penalty: 2515.857178
	Iteration 33Q: 3 clusters Score -229813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -229813.812500 Penalty: 2515.857178
	Iteration 34Q: 3 clusters Score -229813.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -229815.156250 Penalty: 2515.857178
	Iteration 35Q: 3 clusters Score -229815.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -229817.156250 Penalty: 2515.857178
	Iteration 36Q: 3 clusters Score -229817.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -229817.328125 Penalty: 2515.857178
	Iteration 37Q: 3 clusters Score -229817.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -229818.156250 Penalty: 2515.857178
	Iteration 38Q: 3 clusters Score -229818.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -229819.328125 Penalty: 2515.857178
	Iteration 39Q: 3 clusters Score -229819.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -229820.046875 Penalty: 2515.857178
	Iteration 40F: 3 clusters Score -229820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -229822.218750 Penalty: 2515.857178
	Iteration 41Q: 3 clusters Score -229822.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -229822.375000 Penalty: 2515.857178
	Iteration 42Q: 3 clusters Score -229822.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -229822.375000 Penalty: 2515.857178
	Iteration 43F: 3 clusters Score -229822.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24420 members 
Mstep: Class 5 contains 18767 members 
Mstep: Class 6 contains 14930 members 
Mstep: Class 7 contains 121071 members 
Mstep: Class 8 contains 42841 members 
Mstep: Class 9 contains 12546 members 
Mstep: Class 10 contains 174495 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6733 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20544 members 
Mstep: Class 19 contains 28138 members 
Mstep: Class 20 contains 29842 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20740 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38885 members 
Mstep: Class 26 contains 10319 members 
Mstep: Class 27 contains 4897 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5310 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948296.000000 Penalty: 73876.734375
Iteration 279Q: 35 clusters Score -6.59483e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24422 members 
Mstep: Class 5 contains 18767 members 
Mstep: Class 6 contains 14927 members 
Mstep: Class 7 contains 121072 members 
Mstep: Class 8 contains 42846 members 
Mstep: Class 9 contains 12550 members 
Mstep: Class 10 contains 174468 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6732 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20543 members 
Mstep: Class 19 contains 28138 members 
Mstep: Class 20 contains 29861 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20739 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38884 members 
Mstep: Class 26 contains 10320 members 
Mstep: Class 27 contains 4900 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5310 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948308.000000 Penalty: 73876.734375
Iteration 280F: 35 clusters Score -6.594831e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24422 members 
Mstep: Class 5 contains 18766 members 
Mstep: Class 6 contains 14926 members 
Mstep: Class 7 contains 121071 members 
Mstep: Class 8 contains 42851 members 
Mstep: Class 9 contains 12551 members 
Mstep: Class 10 contains 174439 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6732 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20543 members 
Mstep: Class 19 contains 28138 members 
Mstep: Class 20 contains 29886 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20738 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38885 members 
Mstep: Class 26 contains 10321 members 
Mstep: Class 27 contains 4900 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5310 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948236.000000 Penalty: 73876.734375
Iteration 281Q: 35 clusters Score -6.594824e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24424 members 
Mstep: Class 5 contains 18765 members 
Mstep: Class 6 contains 14926 members 
Mstep: Class 7 contains 121071 members 
Mstep: Class 8 contains 42855 members 
Mstep: Class 9 contains 12550 members 
Mstep: Class 10 contains 174413 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6733 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20542 members 
Mstep: Class 19 contains 28138 members 
Mstep: Class 20 contains 29903 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20740 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38885 members 
Mstep: Class 26 contains 10320 members 
Mstep: Class 27 contains 4903 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5311 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948280.000000 Penalty: 73876.734375
Iteration 282Q: 35 clusters Score -6.594828e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18916 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24426 members 
Mstep: Class 5 contains 18766 members 
Mstep: Class 6 contains 14926 members 
Mstep: Class 7 contains 121070 members 
Mstep: Class 8 contains 42856 members 
Mstep: Class 9 contains 12551 members 
Mstep: Class 10 contains 174391 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6733 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20542 members 
Mstep: Class 19 contains 28138 members 
Mstep: Class 20 contains 29917 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20741 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38886 members 
Mstep: Class 26 contains 10320 members 
Mstep: Class 27 contains 4906 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5311 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948320.000000 Penalty: 73876.734375
Iteration 283Q: 35 clusters Score -6.594832e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18915 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24427 members 
Mstep: Class 5 contains 18767 members 
Mstep: Class 6 contains 14924 members 
Mstep: Class 7 contains 121071 members 
Mstep: Class 8 contains 42857 members 
Mstep: Class 9 contains 12552 members 
Mstep: Class 10 contains 174370 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6732 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20547 members 
Mstep: Class 19 contains 28138 members 
Mstep: Class 20 contains 29931 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20741 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38886 members 
Mstep: Class 26 contains 10320 members 
Mstep: Class 27 contains 4907 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5311 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948352.000000 Penalty: 73876.734375
Iteration 284Q: 35 clusters Score -6.594835e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18914 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24428 members 
Mstep: Class 5 contains 18768 members 
Mstep: Class 6 contains 14923 members 
Mstep: Class 7 contains 121069 members 
Mstep: Class 8 contains 42861 members 
Mstep: Class 9 contains 12555 members 
Mstep: Class 10 contains 174342 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6732 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20546 members 
Mstep: Class 19 contains 28138 members 
Mstep: Class 20 contains 29952 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20741 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38886 members 
Mstep: Class 26 contains 10320 members 
Mstep: Class 27 contains 4910 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5311 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948364.000000 Penalty: 73876.734375
Iteration 285Q: 35 clusters Score -6.594836e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24427 members 
Mstep: Class 5 contains 18769 members 
Mstep: Class 6 contains 14922 members 
Mstep: Class 7 contains 121068 members 
Mstep: Class 8 contains 42861 members 
Mstep: Class 9 contains 12557 members 
Mstep: Class 10 contains 174322 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6733 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20549 members 
Mstep: Class 19 contains 28139 members 
Mstep: Class 20 contains 29966 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20740 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38886 members 
Mstep: Class 26 contains 10320 members 
Mstep: Class 27 contains 4913 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5311 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948352.000000 Penalty: 73876.734375
Iteration 286Q: 35 clusters Score -6.594835e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18912 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24426 members 
Mstep: Class 5 contains 18769 members 
Mstep: Class 6 contains 14921 members 
Mstep: Class 7 contains 121067 members 
Mstep: Class 8 contains 42862 members 
Mstep: Class 9 contains 12558 members 
Mstep: Class 10 contains 174314 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6733 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20551 members 
Mstep: Class 19 contains 28138 members 
Mstep: Class 20 contains 29974 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20738 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38887 members 
Mstep: Class 26 contains 10320 members 
Mstep: Class 27 contains 4914 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5311 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948300.000000 Penalty: 73876.734375
Iteration 287Q: 35 clusters Score -6.59483e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18912 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24426 members 
Mstep: Class 5 contains 18770 members 
Mstep: Class 6 contains 14921 members 
Mstep: Class 7 contains 121067 members 
Mstep: Class 8 contains 42862 members 
Mstep: Class 9 contains 12558 members 
Mstep: Class 10 contains 174310 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6732 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20553 members 
Mstep: Class 19 contains 28138 members 
Mstep: Class 20 contains 29976 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20738 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38887 members 
Mstep: Class 26 contains 10320 members 
Mstep: Class 27 contains 4914 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5311 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948312.000000 Penalty: 73876.734375
Iteration 288Q: 35 clusters Score -6.594831e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18912 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24426 members 
Mstep: Class 5 contains 18770 members 
Mstep: Class 6 contains 14921 members 
Mstep: Class 7 contains 121067 members 
Mstep: Class 8 contains 42861 members 
Mstep: Class 9 contains 12558 members 
Mstep: Class 10 contains 174302 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6732 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20554 members 
Mstep: Class 19 contains 28138 members 
Mstep: Class 20 contains 29984 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20737 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38887 members 
Mstep: Class 26 contains 10320 members 
Mstep: Class 27 contains 4914 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5311 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948300.000000 Penalty: 73876.734375
Iteration 289Q: 35 clusters Score -6.59483e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18912 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24426 members 
Mstep: Class 5 contains 18770 members 
Mstep: Class 6 contains 14921 members 
Mstep: Class 7 contains 121067 members 
Mstep: Class 8 contains 42866 members 
Mstep: Class 9 contains 12557 members 
Mstep: Class 10 contains 174293 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6730 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20557 members 
Mstep: Class 19 contains 28138 members 
Mstep: Class 20 contains 29992 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20735 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38887 members 
Mstep: Class 26 contains 10320 members 
Mstep: Class 27 contains 4914 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5311 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948324.000000 Penalty: 73876.734375
Iteration 290Q: 35 clusters Score -6.594832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24427 members 
Mstep: Class 5 contains 18770 members 
Mstep: Class 6 contains 14921 members 
Mstep: Class 7 contains 121067 members 
Mstep: Class 8 contains 42868 members 
Mstep: Class 9 contains 12556 members 
Mstep: Class 10 contains 174293 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6729 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20556 members 
Mstep: Class 19 contains 28138 members 
Mstep: Class 20 contains 29992 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20732 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38888 members 
Mstep: Class 26 contains 10320 members 
Mstep: Class 27 contains 4915 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5311 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948320.000000 Penalty: 73876.734375
Iteration 291Q: 35 clusters Score -6.594832e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24428 members 
Mstep: Class 5 contains 18770 members 
Mstep: Class 6 contains 14921 members 
Mstep: Class 7 contains 121067 members 
Mstep: Class 8 contains 42870 members 
Mstep: Class 9 contains 12556 members 
Mstep: Class 10 contains 174288 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6728 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1754 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20558 members 
Mstep: Class 19 contains 28137 members 
Mstep: Class 20 contains 29995 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20732 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38887 members 
Mstep: Class 26 contains 10319 members 
Mstep: Class 27 contains 4917 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5311 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948332.000000 Penalty: 73876.734375
Iteration 292Q: 35 clusters Score -6.594833e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24431 members 
Mstep: Class 5 contains 18770 members 
Mstep: Class 6 contains 14922 members 
Mstep: Class 7 contains 121067 members 
Mstep: Class 8 contains 42871 members 
Mstep: Class 9 contains 12552 members 
Mstep: Class 10 contains 174286 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6728 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2043 members 
Mstep: Class 18 contains 20556 members 
Mstep: Class 19 contains 28135 members 
Mstep: Class 20 contains 29995 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20732 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38887 members 
Mstep: Class 26 contains 10319 members 
Mstep: Class 27 contains 4920 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5311 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948340.000000 Penalty: 73876.734375
Iteration 293Q: 35 clusters Score -6.594834e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24431 members 
Mstep: Class 5 contains 18770 members 
Mstep: Class 6 contains 14921 members 
Mstep: Class 7 contains 121066 members 
Mstep: Class 8 contains 42870 members 
Mstep: Class 9 contains 12550 members 
Mstep: Class 10 contains 174286 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6728 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20561 members 
Mstep: Class 19 contains 28135 members 
Mstep: Class 20 contains 29996 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20731 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38886 members 
Mstep: Class 26 contains 10318 members 
Mstep: Class 27 contains 4922 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5311 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948368.000000 Penalty: 73876.734375
Iteration 294Q: 35 clusters Score -6.594837e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24430 members 
Mstep: Class 5 contains 18770 members 
Mstep: Class 6 contains 14919 members 
Mstep: Class 7 contains 121066 members 
Mstep: Class 8 contains 42873 members 
Mstep: Class 9 contains 12551 members 
Mstep: Class 10 contains 174278 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6728 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20564 members 
Mstep: Class 19 contains 28134 members 
Mstep: Class 20 contains 29999 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20731 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38887 members 
Mstep: Class 26 contains 10317 members 
Mstep: Class 27 contains 4923 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5312 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948364.000000 Penalty: 73876.734375
Iteration 295Q: 35 clusters Score -6.594836e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24429 members 
Mstep: Class 5 contains 18770 members 
Mstep: Class 6 contains 14920 members 
Mstep: Class 7 contains 121067 members 
Mstep: Class 8 contains 42875 members 
Mstep: Class 9 contains 12551 members 
Mstep: Class 10 contains 174269 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6728 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20566 members 
Mstep: Class 19 contains 28133 members 
Mstep: Class 20 contains 30005 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20731 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38886 members 
Mstep: Class 26 contains 10316 members 
Mstep: Class 27 contains 4923 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5313 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948372.000000 Penalty: 73876.734375
Iteration 296Q: 35 clusters Score -6.594837e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24429 members 
Mstep: Class 5 contains 18770 members 
Mstep: Class 6 contains 14920 members 
Mstep: Class 7 contains 121068 members 
Mstep: Class 8 contains 42876 members 
Mstep: Class 9 contains 12551 members 
Mstep: Class 10 contains 174263 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6728 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20568 members 
Mstep: Class 19 contains 28132 members 
Mstep: Class 20 contains 30010 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20731 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38885 members 
Mstep: Class 26 contains 10316 members 
Mstep: Class 27 contains 4923 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5313 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948344.000000 Penalty: 73876.734375
Iteration 297Q: 35 clusters Score -6.594834e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24429 members 
Mstep: Class 5 contains 18770 members 
Mstep: Class 6 contains 14920 members 
Mstep: Class 7 contains 121067 members 
Mstep: Class 8 contains 42876 members 
Mstep: Class 9 contains 12551 members 
Mstep: Class 10 contains 174257 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6728 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20568 members 
Mstep: Class 19 contains 28132 members 
Mstep: Class 20 contains 30017 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20731 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38885 members 
Mstep: Class 26 contains 10316 members 
Mstep: Class 27 contains 4923 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5313 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948356.000000 Penalty: 73876.734375
Iteration 298Q: 35 clusters Score -6.594836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24429 members 
Mstep: Class 5 contains 18770 members 
Mstep: Class 6 contains 14920 members 
Mstep: Class 7 contains 121067 members 
Mstep: Class 8 contains 42876 members 
Mstep: Class 9 contains 12551 members 
Mstep: Class 10 contains 174253 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6728 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20568 members 
Mstep: Class 19 contains 28132 members 
Mstep: Class 20 contains 30021 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20731 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38885 members 
Mstep: Class 26 contains 10316 members 
Mstep: Class 27 contains 4923 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5313 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948328.000000 Penalty: 73876.734375
Iteration 299Q: 35 clusters Score -6.594833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24429 members 
Mstep: Class 5 contains 18770 members 
Mstep: Class 6 contains 14920 members 
Mstep: Class 7 contains 121067 members 
Mstep: Class 8 contains 42875 members 
Mstep: Class 9 contains 12551 members 
Mstep: Class 10 contains 174252 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6728 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20568 members 
Mstep: Class 19 contains 28132 members 
Mstep: Class 20 contains 30023 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20731 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38885 members 
Mstep: Class 26 contains 10316 members 
Mstep: Class 27 contains 4923 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5313 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948332.000000 Penalty: 73876.734375
Iteration 300F: 35 clusters Score -6.594833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24429 members 
Mstep: Class 5 contains 18770 members 
Mstep: Class 6 contains 14920 members 
Mstep: Class 7 contains 121067 members 
Mstep: Class 8 contains 42876 members 
Mstep: Class 9 contains 12551 members 
Mstep: Class 10 contains 174251 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6728 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20568 members 
Mstep: Class 19 contains 28132 members 
Mstep: Class 20 contains 30023 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20731 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38885 members 
Mstep: Class 26 contains 10316 members 
Mstep: Class 27 contains 4923 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5313 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948328.000000 Penalty: 73876.734375
Iteration 301Q: 35 clusters Score -6.594833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24429 members 
Mstep: Class 5 contains 18770 members 
Mstep: Class 6 contains 14920 members 
Mstep: Class 7 contains 121067 members 
Mstep: Class 8 contains 42876 members 
Mstep: Class 9 contains 12551 members 
Mstep: Class 10 contains 174251 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6728 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20568 members 
Mstep: Class 19 contains 28132 members 
Mstep: Class 20 contains 30023 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20731 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38885 members 
Mstep: Class 26 contains 10316 members 
Mstep: Class 27 contains 4923 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5313 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65948328.000000 Penalty: 73876.734375
Iteration 302F: 35 clusters Score -6.594833e+07 nChanged 0
Entering ConstructFrom: 
Score: -65948328.000000 Penalty: 73876.734375
Entering ConstructFrom: 
Trying to split cluster 1 (1152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Entering Unmasked Estep 
Score: -108837.765625 Penalty: 1145.503906
	Iteration 0F: 2 clusters Score -108837.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -107351.226562 Penalty: 2291.007812
	Iteration 0F: 3 clusters Score -107351.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -107803.992188 Penalty: 2291.007812
	Iteration 1F: 3 clusters Score -107804 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -108074.445312 Penalty: 2291.007812
	Iteration 2F: 3 clusters Score -108074.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -108307.750000 Penalty: 2291.007812
	Iteration 3F: 3 clusters Score -108307.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -108529.656250 Penalty: 2291.007812
	Iteration 4F: 3 clusters Score -108529.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -108675.390625 Penalty: 2291.007812
	Iteration 5F: 3 clusters Score -108675.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -108785.820312 Penalty: 2291.007812
	Iteration 6Q: 3 clusters Score -108785.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -108865.164062 Penalty: 2291.007812
	Iteration 7Q: 3 clusters Score -108865.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -108976.421875 Penalty: 2291.007812
	Iteration 8Q: 3 clusters Score -108976.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -109150.914062 Penalty: 2291.007812
	Iteration 9Q: 3 clusters Score -109150.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -109210.132812 Penalty: 2291.007812
	Iteration 10Q: 3 clusters Score -109210.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -109233.593750 Penalty: 2291.007812
	Iteration 11Q: 3 clusters Score -109233.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -109245.062500 Penalty: 2291.007812
	Iteration 12Q: 3 clusters Score -109245.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -109250.867188 Penalty: 2291.007812
	Iteration 13Q: 3 clusters Score -109250.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -109254.796875 Penalty: 2291.007812
	Iteration 14Q: 3 clusters Score -109254.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -109254.796875 Penalty: 2291.007812
	Iteration 15F: 3 clusters Score -109254.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18913 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 24429 members 
Mstep: Class 5 contains 18770 members 
Mstep: Class 6 contains 14920 members 
Mstep: Class 7 contains 121067 members 
Mstep: Class 8 contains 42876 members 
Mstep: Class 9 contains 12551 members 
Mstep: Class 10 contains 174251 members 
Mstep: Class 11 contains 224 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 6728 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 2042 members 
Mstep: Class 18 contains 20568 members 
Mstep: Class 19 contains 28132 members 
Mstep: Class 20 contains 30023 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 20731 members 
Mstep: Class 24 contains 1426 members 
Mstep: Class 25 contains 38885 members 
Mstep: Class 26 contains 10316 members 
Mstep: Class 27 contains 4923 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 5313 members 
Mstep: Class 32 contains 15751 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 2302 members 
Mstep: Class 35 contains 427 members 
Entering Unmasked Estep 
Score: -65947740.000000 Penalty: 76049.578125
Splitting cluster 1 changes total score from -65948328.000000 to -65947740.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (18913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Entering Unmasked Estep 
Score: -1993201.500000 Penalty: 1600.235718
	Iteration 0F: 2 clusters Score -1993202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1980197.500000 Penalty: 3200.471436
	Iteration 0F: 3 clusters Score -1980198 nChanged 8532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1985031.875000 Penalty: 3200.471436
	Iteration 1F: 3 clusters Score -1985032 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1985536.625000 Penalty: 3200.471436
	Iteration 2F: 3 clusters Score -1985537 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1986264.000000 Penalty: 3200.471436
	Iteration 3F: 3 clusters Score -1986264 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1987313.500000 Penalty: 3200.471436
	Iteration 4F: 3 clusters Score -1987314 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1988697.625000 Penalty: 3200.471436
	Iteration 5F: 3 clusters Score -1988698 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1989980.000000 Penalty: 3200.471436
	Iteration 6F: 3 clusters Score -1989980 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1990899.875000 Penalty: 3200.471436
	Iteration 7F: 3 clusters Score -1990900 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1991571.250000 Penalty: 3200.471436
	Iteration 8Q: 3 clusters Score -1991571 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1991957.125000 Penalty: 3200.471436
	Iteration 9Q: 3 clusters Score -1991957 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1992228.125000 Penalty: 3200.471436
	Iteration 10Q: 3 clusters Score -1992228 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1992435.125000 Penalty: 3200.471436
	Iteration 11Q: 3 clusters Score -1992435 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1992599.375000 Penalty: 3200.471436
	Iteration 12Q: 3 clusters Score -1992599 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1992715.000000 Penalty: 3200.471436
	Iteration 13Q: 3 clusters Score -1992715 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1992779.875000 Penalty: 3200.471436
	Iteration 14Q: 3 clusters Score -1992780 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1992815.875000 Penalty: 3200.471436
	Iteration 15Q: 3 clusters Score -1992816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1992837.625000 Penalty: 3200.471436
	Iteration 16Q: 3 clusters Score -1992838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1992847.875000 Penalty: 3200.471436
	Iteration 17Q: 3 clusters Score -1992848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1992858.625000 Penalty: 3200.471436
	Iteration 18Q: 3 clusters Score -1992859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1992860.750000 Penalty: 3200.471436
	Iteration 19Q: 3 clusters Score -1992861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1992866.125000 Penalty: 3200.471436
	Iteration 20F: 3 clusters Score -1992866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1992866.875000 Penalty: 3200.471436
	Iteration 21Q: 3 clusters Score -1992867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1992869.500000 Penalty: 3200.471436
	Iteration 22Q: 3 clusters Score -1992870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1992869.250000 Penalty: 3200.471436
	Iteration 23Q: 3 clusters Score -1992869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1992866.750000 Penalty: 3200.471436
	Iteration 24Q: 3 clusters Score -1992867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1992866.750000 Penalty: 3200.471436
	Iteration 25F: 3 clusters Score -1992867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Entering Unmasked Estep 
Score: -466719.125000 Penalty: 1368.754150
	Iteration 0F: 2 clusters Score -466719.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -463034.937500 Penalty: 2737.508301
	Iteration 0F: 3 clusters Score -463034.9 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -464186.843750 Penalty: 2737.508301
	Iteration 1F: 3 clusters Score -464186.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -464459.375000 Penalty: 2737.508301
	Iteration 2F: 3 clusters Score -464459.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -464674.562500 Penalty: 2737.508301
	Iteration 3F: 3 clusters Score -464674.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -464838.625000 Penalty: 2737.508301
	Iteration 4F: 3 clusters Score -464838.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -464992.875000 Penalty: 2737.508301
	Iteration 5Q: 3 clusters Score -464992.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -465125.281250 Penalty: 2737.508301
	Iteration 6Q: 3 clusters Score -465125.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -465241.187500 Penalty: 2737.508301
	Iteration 7Q: 3 clusters Score -465241.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -465374.656250 Penalty: 2737.508301
	Iteration 8Q: 3 clusters Score -465374.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -465500.437500 Penalty: 2737.508301
	Iteration 9Q: 3 clusters Score -465500.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -465629.031250 Penalty: 2737.508301
	Iteration 10Q: 3 clusters Score -465629 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -465705.281250 Penalty: 2737.508301
	Iteration 11Q: 3 clusters Score -465705.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -465757.437500 Penalty: 2737.508301
	Iteration 12Q: 3 clusters Score -465757.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -465792.812500 Penalty: 2737.508301
	Iteration 13Q: 3 clusters Score -465792.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -465815.781250 Penalty: 2737.508301
	Iteration 14Q: 3 clusters Score -465815.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -465826.906250 Penalty: 2737.508301
	Iteration 15Q: 3 clusters Score -465826.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -465838.875000 Penalty: 2737.508301
	Iteration 16Q: 3 clusters Score -465838.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -465855.562500 Penalty: 2737.508301
	Iteration 17Q: 3 clusters Score -465855.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -465885.000000 Penalty: 2737.508301
	Iteration 18Q: 3 clusters Score -465885 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -465917.000000 Penalty: 2737.508301
	Iteration 19Q: 3 clusters Score -465917 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -465940.000000 Penalty: 2737.508301
	Iteration 20F: 3 clusters Score -465940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -465959.875000 Penalty: 2737.508301
	Iteration 21Q: 3 clusters Score -465959.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -465975.125000 Penalty: 2737.508301
	Iteration 22Q: 3 clusters Score -465975.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -465984.968750 Penalty: 2737.508301
	Iteration 23Q: 3 clusters Score -465985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -465994.750000 Penalty: 2737.508301
	Iteration 24Q: 3 clusters Score -465994.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -466001.031250 Penalty: 2737.508301
	Iteration 25Q: 3 clusters Score -466001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -466004.062500 Penalty: 2737.508301
	Iteration 26Q: 3 clusters Score -466004.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -466006.125000 Penalty: 2737.508301
	Iteration 27Q: 3 clusters Score -466006.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -466008.000000 Penalty: 2737.508301
	Iteration 28Q: 3 clusters Score -466008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -466009.812500 Penalty: 2737.508301
	Iteration 29Q: 3 clusters Score -466009.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -466009.218750 Penalty: 2737.508301
	Iteration 30Q: 3 clusters Score -466009.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -466009.218750 Penalty: 2737.508301
	Iteration 31F: 3 clusters Score -466009.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Entering Unmasked Estep 
Score: -2594902.250000 Penalty: 1641.822998
	Iteration 0F: 2 clusters Score -2594902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2578296.500000 Penalty: 3283.645996
	Iteration 0F: 3 clusters Score -2578296 nChanged 11174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2584477.500000 Penalty: 3283.645996
	Iteration 1F: 3 clusters Score -2584478 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2584770.250000 Penalty: 3283.645996
	Iteration 2Q: 3 clusters Score -2584770 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2584996.750000 Penalty: 3283.645996
	Iteration 3Q: 3 clusters Score -2584997 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2585174.250000 Penalty: 3283.645996
	Iteration 4Q: 3 clusters Score -2585174 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2585321.500000 Penalty: 3283.645996
	Iteration 5Q: 3 clusters Score -2585322 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2585459.500000 Penalty: 3283.645996
	Iteration 6Q: 3 clusters Score -2585460 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2585622.750000 Penalty: 3283.645996
	Iteration 7Q: 3 clusters Score -2585623 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2585806.250000 Penalty: 3283.645996
	Iteration 8Q: 3 clusters Score -2585806 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2586096.000000 Penalty: 3283.645996
	Iteration 9Q: 3 clusters Score -2586096 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2586522.250000 Penalty: 3283.645996
	Iteration 10Q: 3 clusters Score -2586522 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2587177.500000 Penalty: 3283.645996
	Iteration 11Q: 3 clusters Score -2587178 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -2588154.500000 Penalty: 3283.645996
	Iteration 12F: 3 clusters Score -2588154 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -2589429.000000 Penalty: 3283.645996
	Iteration 13F: 3 clusters Score -2589429 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -2590799.750000 Penalty: 3283.645996
	Iteration 14F: 3 clusters Score -2590800 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -2591934.500000 Penalty: 3283.645996
	Iteration 15F: 3 clusters Score -2591934 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -2592687.250000 Penalty: 3283.645996
	Iteration 16Q: 3 clusters Score -2592687 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -2593036.500000 Penalty: 3283.645996
	Iteration 17Q: 3 clusters Score -2593036 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -2593240.500000 Penalty: 3283.645996
	Iteration 18Q: 3 clusters Score -2593240 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -2593342.000000 Penalty: 3283.645996
	Iteration 19Q: 3 clusters Score -2593342 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -2593406.500000 Penalty: 3283.645996
	Iteration 20F: 3 clusters Score -2593406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -2593451.500000 Penalty: 3283.645996
	Iteration 21Q: 3 clusters Score -2593452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -2593470.250000 Penalty: 3283.645996
	Iteration 22Q: 3 clusters Score -2593470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -2593492.250000 Penalty: 3283.645996
	Iteration 23Q: 3 clusters Score -2593492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -2593508.500000 Penalty: 3283.645996
	Iteration 24Q: 3 clusters Score -2593508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -2593524.000000 Penalty: 3283.645996
	Iteration 25Q: 3 clusters Score -2593524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -2593543.000000 Penalty: 3283.645996
	Iteration 26Q: 3 clusters Score -2593543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -2593556.250000 Penalty: 3283.645996
	Iteration 27Q: 3 clusters Score -2593556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -2593561.500000 Penalty: 3283.645996
	Iteration 28Q: 3 clusters Score -2593562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -2593562.500000 Penalty: 3283.645996
	Iteration 29Q: 3 clusters Score -2593562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -2593572.000000 Penalty: 3283.645996
	Iteration 30Q: 3 clusters Score -2593572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -2593576.500000 Penalty: 3283.645996
	Iteration 31Q: 3 clusters Score -2593576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -2593577.750000 Penalty: 3283.645996
	Iteration 32Q: 3 clusters Score -2593578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -2593583.000000 Penalty: 3283.645996
	Iteration 33Q: 3 clusters Score -2593583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -2593583.500000 Penalty: 3283.645996
	Iteration 34Q: 3 clusters Score -2593584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -2593585.000000 Penalty: 3283.645996
	Iteration 35Q: 3 clusters Score -2593585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -2593585.750000 Penalty: 3283.645996
	Iteration 36Q: 3 clusters Score -2593586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -2593590.250000 Penalty: 3283.645996
	Iteration 37Q: 3 clusters Score -2593590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -2593594.500000 Penalty: 3283.645996
	Iteration 38Q: 3 clusters Score -2593594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -2593596.750000 Penalty: 3283.645996
	Iteration 39Q: 3 clusters Score -2593597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -2593598.000000 Penalty: 3283.645996
	Iteration 40F: 3 clusters Score -2593598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Entering Unmasked Estep 
Score: -1974966.125000 Penalty: 1599.002563
	Iteration 0F: 2 clusters Score -1974966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1962058.375000 Penalty: 3198.005127
	Iteration 0F: 3 clusters Score -1962058 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1966732.125000 Penalty: 3198.005127
	Iteration 1F: 3 clusters Score -1966732 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1967098.875000 Penalty: 3198.005127
	Iteration 2F: 3 clusters Score -1967099 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1967510.250000 Penalty: 3198.005127
	Iteration 3Q: 3 clusters Score -1967510 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1968039.375000 Penalty: 3198.005127
	Iteration 4F: 3 clusters Score -1968039 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1968732.000000 Penalty: 3198.005127
	Iteration 5F: 3 clusters Score -1968732 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1969536.750000 Penalty: 3198.005127
	Iteration 6F: 3 clusters Score -1969537 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1970393.000000 Penalty: 3198.005127
	Iteration 7F: 3 clusters Score -1970393 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1971224.125000 Penalty: 3198.005127
	Iteration 8F: 3 clusters Score -1971224 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1971908.125000 Penalty: 3198.005127
	Iteration 9Q: 3 clusters Score -1971908 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1972471.625000 Penalty: 3198.005127
	Iteration 10Q: 3 clusters Score -1972472 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1972853.750000 Penalty: 3198.005127
	Iteration 11Q: 3 clusters Score -1972854 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1973121.375000 Penalty: 3198.005127
	Iteration 12Q: 3 clusters Score -1973121 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1973294.000000 Penalty: 3198.005127
	Iteration 13Q: 3 clusters Score -1973294 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1973399.500000 Penalty: 3198.005127
	Iteration 14Q: 3 clusters Score -1973400 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1973461.125000 Penalty: 3198.005127
	Iteration 15Q: 3 clusters Score -1973461 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1973506.250000 Penalty: 3198.005127
	Iteration 16Q: 3 clusters Score -1973506 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1973538.625000 Penalty: 3198.005127
	Iteration 17Q: 3 clusters Score -1973539 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1973564.750000 Penalty: 3198.005127
	Iteration 18Q: 3 clusters Score -1973565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1973579.625000 Penalty: 3198.005127
	Iteration 19Q: 3 clusters Score -1973580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1973601.750000 Penalty: 3198.005127
	Iteration 20F: 3 clusters Score -1973602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1973604.125000 Penalty: 3198.005127
	Iteration 21Q: 3 clusters Score -1973604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1973605.625000 Penalty: 3198.005127
	Iteration 22Q: 3 clusters Score -1973606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1973612.625000 Penalty: 3198.005127
	Iteration 23Q: 3 clusters Score -1973613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1973617.500000 Penalty: 3198.005127
	Iteration 24Q: 3 clusters Score -1973618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1973620.375000 Penalty: 3198.005127
	Iteration 25Q: 3 clusters Score -1973620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1973622.750000 Penalty: 3198.005127
	Iteration 26Q: 3 clusters Score -1973623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1973625.000000 Penalty: 3198.005127
	Iteration 27Q: 3 clusters Score -1973625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1973625.875000 Penalty: 3198.005127
	Iteration 28Q: 3 clusters Score -1973626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1973626.500000 Penalty: 3198.005127
	Iteration 29Q: 3 clusters Score -1973626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1973628.000000 Penalty: 3198.005127
	Iteration 30Q: 3 clusters Score -1973628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1973628.000000 Penalty: 3198.005127
	Iteration 31F: 3 clusters Score -1973628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Entering Unmasked Estep 
Score: -1556198.250000 Penalty: 1561.699341
	Iteration 0F: 2 clusters Score -1556198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1545816.375000 Penalty: 3123.398682
	Iteration 0F: 3 clusters Score -1545816 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1549510.500000 Penalty: 3123.398682
	Iteration 1F: 3 clusters Score -1549510 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1549978.875000 Penalty: 3123.398682
	Iteration 2F: 3 clusters Score -1549979 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1550611.125000 Penalty: 3123.398682
	Iteration 3F: 3 clusters Score -1550611 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1551558.625000 Penalty: 3123.398682
	Iteration 4F: 3 clusters Score -1551559 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1552722.250000 Penalty: 3123.398682
	Iteration 5F: 3 clusters Score -1552722 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1553723.125000 Penalty: 3123.398682
	Iteration 6F: 3 clusters Score -1553723 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1554436.500000 Penalty: 3123.398682
	Iteration 7F: 3 clusters Score -1554436 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1554879.625000 Penalty: 3123.398682
	Iteration 8Q: 3 clusters Score -1554880 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1555108.000000 Penalty: 3123.398682
	Iteration 9Q: 3 clusters Score -1555108 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1555246.375000 Penalty: 3123.398682
	Iteration 10Q: 3 clusters Score -1555246 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1555336.500000 Penalty: 3123.398682
	Iteration 11Q: 3 clusters Score -1555336 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1555438.000000 Penalty: 3123.398682
	Iteration 12Q: 3 clusters Score -1555438 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1555511.000000 Penalty: 3123.398682
	Iteration 13Q: 3 clusters Score -1555511 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1555563.125000 Penalty: 3123.398682
	Iteration 14Q: 3 clusters Score -1555563 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1555592.125000 Penalty: 3123.398682
	Iteration 15Q: 3 clusters Score -1555592 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1555614.625000 Penalty: 3123.398682
	Iteration 16Q: 3 clusters Score -1555615 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1555639.125000 Penalty: 3123.398682
	Iteration 17Q: 3 clusters Score -1555639 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1555660.625000 Penalty: 3123.398682
	Iteration 18Q: 3 clusters Score -1555661 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1555670.500000 Penalty: 3123.398682
	Iteration 19Q: 3 clusters Score -1555670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1555679.375000 Penalty: 3123.398682
	Iteration 20F: 3 clusters Score -1555679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1555687.750000 Penalty: 3123.398682
	Iteration 21Q: 3 clusters Score -1555688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1555689.500000 Penalty: 3123.398682
	Iteration 22Q: 3 clusters Score -1555690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1555697.375000 Penalty: 3123.398682
	Iteration 23Q: 3 clusters Score -1555697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1555699.375000 Penalty: 3123.398682
	Iteration 24Q: 3 clusters Score -1555699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1555707.500000 Penalty: 3123.398682
	Iteration 25Q: 3 clusters Score -1555708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1555713.125000 Penalty: 3123.398682
	Iteration 26Q: 3 clusters Score -1555713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1555720.375000 Penalty: 3123.398682
	Iteration 27Q: 3 clusters Score -1555720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1555725.250000 Penalty: 3123.398682
	Iteration 28Q: 3 clusters Score -1555725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1555731.125000 Penalty: 3123.398682
	Iteration 29Q: 3 clusters Score -1555731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1555738.000000 Penalty: 3123.398682
	Iteration 30Q: 3 clusters Score -1555738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1555742.875000 Penalty: 3123.398682
	Iteration 31Q: 3 clusters Score -1555743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1555743.625000 Penalty: 3123.398682
	Iteration 32Q: 3 clusters Score -1555744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1555745.875000 Penalty: 3123.398682
	Iteration 33Q: 3 clusters Score -1555746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1555746.125000 Penalty: 3123.398682
	Iteration 34Q: 3 clusters Score -1555746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1555749.125000 Penalty: 3123.398682
	Iteration 35Q: 3 clusters Score -1555749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1555751.250000 Penalty: 3123.398682
	Iteration 36Q: 3 clusters Score -1555751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1555752.125000 Penalty: 3123.398682
	Iteration 37Q: 3 clusters Score -1555752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1555751.375000 Penalty: 3123.398682
	Iteration 38Q: 3 clusters Score -1555751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1555751.375000 Penalty: 3123.398682
	Iteration 39F: 3 clusters Score -1555751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (121067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121067 members 
Entering Unmasked Estep 
Score: -13014041.000000 Penalty: 1901.916138
	Iteration 0F: 2 clusters Score -1.301404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60434 members 
Mstep: Class 2 contains 60633 members 
Entering Unmasked Estep 
Score: -12933004.000000 Penalty: 3803.832275
	Iteration 0F: 3 clusters Score -1.2933e+07 nChanged 58056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58094 members 
Mstep: Class 2 contains 62973 members 
Entering Unmasked Estep 
Score: -12967448.000000 Penalty: 3803.832275
	Iteration 1F: 3 clusters Score -1.296745e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56458 members 
Mstep: Class 2 contains 64609 members 
Entering Unmasked Estep 
Score: -12968832.000000 Penalty: 3803.832275
	Iteration 2Q: 3 clusters Score -1.296883e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53758 members 
Mstep: Class 2 contains 67309 members 
Entering Unmasked Estep 
Score: -12971110.000000 Penalty: 3803.832275
	Iteration 3Q: 3 clusters Score -1.297111e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 71535 members 
Entering Unmasked Estep 
Score: -12974626.000000 Penalty: 3803.832275
	Iteration 4F: 3 clusters Score -1.297463e+07 nChanged 8336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 77407 members 
Entering Unmasked Estep 
Score: -12979504.000000 Penalty: 3803.832275
	Iteration 5F: 3 clusters Score -1.29795e+07 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 84504 members 
Entering Unmasked Estep 
Score: -12985673.000000 Penalty: 3803.832275
	Iteration 6F: 3 clusters Score -1.298567e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 92060 members 
Entering Unmasked Estep 
Score: -12991996.000000 Penalty: 3803.832275
	Iteration 7F: 3 clusters Score -1.2992e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 98867 members 
Entering Unmasked Estep 
Score: -12997787.000000 Penalty: 3803.832275
	Iteration 8F: 3 clusters Score -1.299779e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 104268 members 
Entering Unmasked Estep 
Score: -13002746.000000 Penalty: 3803.832275
	Iteration 9Q: 3 clusters Score -1.300275e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 108204 members 
Entering Unmasked Estep 
Score: -13006336.000000 Penalty: 3803.832275
	Iteration 10Q: 3 clusters Score -1.300634e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 110900 members 
Entering Unmasked Estep 
Score: -13008578.000000 Penalty: 3803.832275
	Iteration 11Q: 3 clusters Score -1.300858e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 112846 members 
Entering Unmasked Estep 
Score: -13010104.000000 Penalty: 3803.832275
	Iteration 12Q: 3 clusters Score -1.30101e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 114292 members 
Entering Unmasked Estep 
Score: -13011043.000000 Penalty: 3803.832275
	Iteration 13Q: 3 clusters Score -1.301104e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 115359 members 
Entering Unmasked Estep 
Score: -13011684.000000 Penalty: 3803.832275
	Iteration 14Q: 3 clusters Score -1.301168e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 116179 members 
Entering Unmasked Estep 
Score: -13012096.000000 Penalty: 3803.832275
	Iteration 15Q: 3 clusters Score -1.30121e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 116804 members 
Entering Unmasked Estep 
Score: -13012389.000000 Penalty: 3803.832275
	Iteration 16Q: 3 clusters Score -1.301239e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 117289 members 
Entering Unmasked Estep 
Score: -13012555.000000 Penalty: 3803.832275
	Iteration 17Q: 3 clusters Score -1.301256e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 117694 members 
Entering Unmasked Estep 
Score: -13012692.000000 Penalty: 3803.832275
	Iteration 18Q: 3 clusters Score -1.301269e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 118004 members 
Entering Unmasked Estep 
Score: -13012806.000000 Penalty: 3803.832275
	Iteration 19Q: 3 clusters Score -1.301281e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 118243 members 
Entering Unmasked Estep 
Score: -13012893.000000 Penalty: 3803.832275
	Iteration 20F: 3 clusters Score -1.301289e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 118442 members 
Entering Unmasked Estep 
Score: -13012903.000000 Penalty: 3803.832275
	Iteration 21Q: 3 clusters Score -1.30129e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 118633 members 
Entering Unmasked Estep 
Score: -13012970.000000 Penalty: 3803.832275
	Iteration 22Q: 3 clusters Score -1.301297e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 118774 members 
Entering Unmasked Estep 
Score: -13013036.000000 Penalty: 3803.832275
	Iteration 23Q: 3 clusters Score -1.301304e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 118897 members 
Entering Unmasked Estep 
Score: -13013069.000000 Penalty: 3803.832275
	Iteration 24Q: 3 clusters Score -1.301307e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 118994 members 
Entering Unmasked Estep 
Score: -13013111.000000 Penalty: 3803.832275
	Iteration 25Q: 3 clusters Score -1.301311e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 119071 members 
Entering Unmasked Estep 
Score: -13013111.000000 Penalty: 3803.832275
	Iteration 26Q: 3 clusters Score -1.301311e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 119141 members 
Entering Unmasked Estep 
Score: -13013146.000000 Penalty: 3803.832275
	Iteration 27Q: 3 clusters Score -1.301315e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 119201 members 
Entering Unmasked Estep 
Score: -13013153.000000 Penalty: 3803.832275
	Iteration 28Q: 3 clusters Score -1.301315e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 119260 members 
Entering Unmasked Estep 
Score: -13013137.000000 Penalty: 3803.832275
	Iteration 29Q: 3 clusters Score -1.301314e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 119304 members 
Entering Unmasked Estep 
Score: -13013145.000000 Penalty: 3803.832275
	Iteration 30Q: 3 clusters Score -1.301314e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 119347 members 
Entering Unmasked Estep 
Score: -13013163.000000 Penalty: 3803.832275
	Iteration 31Q: 3 clusters Score -1.301316e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 119383 members 
Entering Unmasked Estep 
Score: -13013176.000000 Penalty: 3803.832275
	Iteration 32Q: 3 clusters Score -1.301318e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 119406 members 
Entering Unmasked Estep 
Score: -13013165.000000 Penalty: 3803.832275
	Iteration 33Q: 3 clusters Score -1.301316e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 119423 members 
Entering Unmasked Estep 
Score: -13013161.000000 Penalty: 3803.832275
	Iteration 34Q: 3 clusters Score -1.301316e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 119443 members 
Entering Unmasked Estep 
Score: -13013168.000000 Penalty: 3803.832275
	Iteration 35Q: 3 clusters Score -1.301317e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 119464 members 
Entering Unmasked Estep 
Score: -13013172.000000 Penalty: 3803.832275
	Iteration 36Q: 3 clusters Score -1.301317e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 119485 members 
Entering Unmasked Estep 
Score: -13013167.000000 Penalty: 3803.832275
	Iteration 37Q: 3 clusters Score -1.301317e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 119504 members 
Entering Unmasked Estep 
Score: -13013153.000000 Penalty: 3803.832275
	Iteration 38Q: 3 clusters Score -1.301315e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 119518 members 
Entering Unmasked Estep 
Score: -13013148.000000 Penalty: 3803.832275
	Iteration 39Q: 3 clusters Score -1.301315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 119524 members 
Entering Unmasked Estep 
Score: -13013134.000000 Penalty: 3803.832275
	Iteration 40F: 3 clusters Score -1.301313e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 119532 members 
Entering Unmasked Estep 
Score: -13013140.000000 Penalty: 3803.832275
	Iteration 41Q: 3 clusters Score -1.301314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 119537 members 
Entering Unmasked Estep 
Score: -13013146.000000 Penalty: 3803.832275
	Iteration 42Q: 3 clusters Score -1.301315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 119542 members 
Entering Unmasked Estep 
Score: -13013142.000000 Penalty: 3803.832275
	Iteration 43Q: 3 clusters Score -1.301314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 119548 members 
Entering Unmasked Estep 
Score: -13013134.000000 Penalty: 3803.832275
	Iteration 44Q: 3 clusters Score -1.301313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 119555 members 
Entering Unmasked Estep 
Score: -13013145.000000 Penalty: 3803.832275
	Iteration 45Q: 3 clusters Score -1.301314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 119561 members 
Entering Unmasked Estep 
Score: -13013135.000000 Penalty: 3803.832275
	Iteration 46Q: 3 clusters Score -1.301314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 119567 members 
Entering Unmasked Estep 
Score: -13013134.000000 Penalty: 3803.832275
	Iteration 47Q: 3 clusters Score -1.301313e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 119575 members 
Entering Unmasked Estep 
Score: -13013137.000000 Penalty: 3803.832275
	Iteration 48Q: 3 clusters Score -1.301314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 119578 members 
Entering Unmasked Estep 
Score: -13013146.000000 Penalty: 3803.832275
	Iteration 49Q: 3 clusters Score -1.301315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 119581 members 
Entering Unmasked Estep 
Score: -13013153.000000 Penalty: 3803.832275
	Iteration 50Q: 3 clusters Score -1.301315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 119586 members 
Entering Unmasked Estep 
Score: -13013142.000000 Penalty: 3803.832275
	Iteration 51Q: 3 clusters Score -1.301314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 119592 members 
Entering Unmasked Estep 
Score: -13013141.000000 Penalty: 3803.832275
	Iteration 52Q: 3 clusters Score -1.301314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 119596 members 
Entering Unmasked Estep 
Score: -13013144.000000 Penalty: 3803.832275
	Iteration 53Q: 3 clusters Score -1.301314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 119600 members 
Entering Unmasked Estep 
Score: -13013146.000000 Penalty: 3803.832275
	Iteration 54Q: 3 clusters Score -1.301315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 119607 members 
Entering Unmasked Estep 
Score: -13013145.000000 Penalty: 3803.832275
	Iteration 55Q: 3 clusters Score -1.301314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 119613 members 
Entering Unmasked Estep 
Score: -13013142.000000 Penalty: 3803.832275
	Iteration 56Q: 3 clusters Score -1.301314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 119616 members 
Entering Unmasked Estep 
Score: -13013147.000000 Penalty: 3803.832275
	Iteration 57Q: 3 clusters Score -1.301315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 119619 members 
Entering Unmasked Estep 
Score: -13013142.000000 Penalty: 3803.832275
	Iteration 58Q: 3 clusters Score -1.301314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 119627 members 
Entering Unmasked Estep 
Score: -13013140.000000 Penalty: 3803.832275
	Iteration 59Q: 3 clusters Score -1.301314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 119636 members 
Entering Unmasked Estep 
Score: -13013148.000000 Penalty: 3803.832275
	Iteration 60F: 3 clusters Score -1.301315e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 119646 members 
Entering Unmasked Estep 
Score: -13013140.000000 Penalty: 3803.832275
	Iteration 61Q: 3 clusters Score -1.301314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 119655 members 
Entering Unmasked Estep 
Score: -13013144.000000 Penalty: 3803.832275
	Iteration 62Q: 3 clusters Score -1.301314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 119662 members 
Entering Unmasked Estep 
Score: -13013149.000000 Penalty: 3803.832275
	Iteration 63Q: 3 clusters Score -1.301315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 119668 members 
Entering Unmasked Estep 
Score: -13013143.000000 Penalty: 3803.832275
	Iteration 64Q: 3 clusters Score -1.301314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 119673 members 
Entering Unmasked Estep 
Score: -13013144.000000 Penalty: 3803.832275
	Iteration 65Q: 3 clusters Score -1.301314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 119677 members 
Entering Unmasked Estep 
Score: -13013146.000000 Penalty: 3803.832275
	Iteration 66Q: 3 clusters Score -1.301315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 119679 members 
Entering Unmasked Estep 
Score: -13013146.000000 Penalty: 3803.832275
	Iteration 67Q: 3 clusters Score -1.301315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 119679 members 
Entering Unmasked Estep 
Score: -13013146.000000 Penalty: 3803.832275
	Iteration 68F: 3 clusters Score -1.301315e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Entering Unmasked Estep 
Score: -4225350.500000 Penalty: 1733.235962
	Iteration 0F: 2 clusters Score -4225350 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 21667 members 
Entering Unmasked Estep 
Score: -4196527.500000 Penalty: 3466.471924
	Iteration 0F: 3 clusters Score -4196528 nChanged 20034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -4208168.500000 Penalty: 3466.471924
	Iteration 1F: 3 clusters Score -4208168 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -4209204.000000 Penalty: 3466.471924
	Iteration 2F: 3 clusters Score -4209204 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -4210541.500000 Penalty: 3466.471924
	Iteration 3F: 3 clusters Score -4210542 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -4212282.000000 Penalty: 3466.471924
	Iteration 4F: 3 clusters Score -4212282 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -4214454.500000 Penalty: 3466.471924
	Iteration 5F: 3 clusters Score -4214454 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -4216931.000000 Penalty: 3466.471924
	Iteration 6F: 3 clusters Score -4216931 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -4219463.500000 Penalty: 3466.471924
	Iteration 7F: 3 clusters Score -4219464 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -4221438.500000 Penalty: 3466.471924
	Iteration 8F: 3 clusters Score -4221438 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -4222666.500000 Penalty: 3466.471924
	Iteration 9Q: 3 clusters Score -4222666 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -4223429.000000 Penalty: 3466.471924
	Iteration 10Q: 3 clusters Score -4223429 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -4223865.500000 Penalty: 3466.471924
	Iteration 11Q: 3 clusters Score -4223866 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -4224093.000000 Penalty: 3466.471924
	Iteration 12Q: 3 clusters Score -4224093 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -4224233.000000 Penalty: 3466.471924
	Iteration 13Q: 3 clusters Score -4224233 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -4224305.000000 Penalty: 3466.471924
	Iteration 14Q: 3 clusters Score -4224305 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -4224350.500000 Penalty: 3466.471924
	Iteration 15Q: 3 clusters Score -4224350 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -4224371.000000 Penalty: 3466.471924
	Iteration 16Q: 3 clusters Score -4224371 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -4224386.500000 Penalty: 3466.471924
	Iteration 17Q: 3 clusters Score -4224386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -4224410.000000 Penalty: 3466.471924
	Iteration 18Q: 3 clusters Score -4224410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -4224421.500000 Penalty: 3466.471924
	Iteration 19Q: 3 clusters Score -4224422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -4224435.000000 Penalty: 3466.471924
	Iteration 20F: 3 clusters Score -4224435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -4224453.000000 Penalty: 3466.471924
	Iteration 21Q: 3 clusters Score -4224453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -4224463.500000 Penalty: 3466.471924
	Iteration 22Q: 3 clusters Score -4224464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -4224470.500000 Penalty: 3466.471924
	Iteration 23Q: 3 clusters Score -4224470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -4224475.000000 Penalty: 3466.471924
	Iteration 24Q: 3 clusters Score -4224475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -4224474.000000 Penalty: 3466.471924
	Iteration 25Q: 3 clusters Score -4224474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -4224488.000000 Penalty: 3466.471924
	Iteration 26Q: 3 clusters Score -4224488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -4224485.500000 Penalty: 3466.471924
	Iteration 27Q: 3 clusters Score -4224486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -4224486.500000 Penalty: 3466.471924
	Iteration 28Q: 3 clusters Score -4224486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -4224491.000000 Penalty: 3466.471924
	Iteration 29Q: 3 clusters Score -4224491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -4224489.000000 Penalty: 3466.471924
	Iteration 30Q: 3 clusters Score -4224489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -4224490.000000 Penalty: 3466.471924
	Iteration 31Q: 3 clusters Score -4224490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -4224490.000000 Penalty: 3466.471924
	Iteration 32F: 3 clusters Score -4224490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Entering Unmasked Estep 
Score: -1326101.750000 Penalty: 1533.602783
	Iteration 0F: 2 clusters Score -1326102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1317321.875000 Penalty: 3067.205566
	Iteration 0F: 3 clusters Score -1317322 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1320287.625000 Penalty: 3067.205566
	Iteration 1F: 3 clusters Score -1320288 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1320518.750000 Penalty: 3067.205566
	Iteration 2F: 3 clusters Score -1320519 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1320697.625000 Penalty: 3067.205566
	Iteration 3Q: 3 clusters Score -1320698 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1320845.500000 Penalty: 3067.205566
	Iteration 4Q: 3 clusters Score -1320846 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1320962.125000 Penalty: 3067.205566
	Iteration 5Q: 3 clusters Score -1320962 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1321085.500000 Penalty: 3067.205566
	Iteration 6Q: 3 clusters Score -1321086 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1321203.375000 Penalty: 3067.205566
	Iteration 7Q: 3 clusters Score -1321203 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1321330.375000 Penalty: 3067.205566
	Iteration 8Q: 3 clusters Score -1321330 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1321480.125000 Penalty: 3067.205566
	Iteration 9Q: 3 clusters Score -1321480 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1321638.750000 Penalty: 3067.205566
	Iteration 10Q: 3 clusters Score -1321639 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1321812.250000 Penalty: 3067.205566
	Iteration 11Q: 3 clusters Score -1321812 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1322035.250000 Penalty: 3067.205566
	Iteration 12Q: 3 clusters Score -1322035 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1322327.500000 Penalty: 3067.205566
	Iteration 13Q: 3 clusters Score -1322328 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1322658.375000 Penalty: 3067.205566
	Iteration 14Q: 3 clusters Score -1322658 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1323037.875000 Penalty: 3067.205566
	Iteration 15Q: 3 clusters Score -1323038 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1323351.625000 Penalty: 3067.205566
	Iteration 16Q: 3 clusters Score -1323352 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1323614.125000 Penalty: 3067.205566
	Iteration 17Q: 3 clusters Score -1323614 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1323827.250000 Penalty: 3067.205566
	Iteration 18Q: 3 clusters Score -1323827 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1324002.375000 Penalty: 3067.205566
	Iteration 19Q: 3 clusters Score -1324002 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1324111.625000 Penalty: 3067.205566
	Iteration 20F: 3 clusters Score -1324112 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1324188.125000 Penalty: 3067.205566
	Iteration 21Q: 3 clusters Score -1324188 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1324248.625000 Penalty: 3067.205566
	Iteration 22Q: 3 clusters Score -1324249 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1324308.500000 Penalty: 3067.205566
	Iteration 23Q: 3 clusters Score -1324308 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1324365.750000 Penalty: 3067.205566
	Iteration 24Q: 3 clusters Score -1324366 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1324409.375000 Penalty: 3067.205566
	Iteration 25Q: 3 clusters Score -1324409 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1324437.750000 Penalty: 3067.205566
	Iteration 26Q: 3 clusters Score -1324438 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1324468.750000 Penalty: 3067.205566
	Iteration 27Q: 3 clusters Score -1324469 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1324513.125000 Penalty: 3067.205566
	Iteration 28Q: 3 clusters Score -1324513 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1324539.000000 Penalty: 3067.205566
	Iteration 29Q: 3 clusters Score -1324539 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1324562.500000 Penalty: 3067.205566
	Iteration 30Q: 3 clusters Score -1324562 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1324581.750000 Penalty: 3067.205566
	Iteration 31Q: 3 clusters Score -1324582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1324603.000000 Penalty: 3067.205566
	Iteration 32Q: 3 clusters Score -1324603 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1324624.625000 Penalty: 3067.205566
	Iteration 33Q: 3 clusters Score -1324625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1324637.250000 Penalty: 3067.205566
	Iteration 34Q: 3 clusters Score -1324637 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1324656.250000 Penalty: 3067.205566
	Iteration 35Q: 3 clusters Score -1324656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1324668.750000 Penalty: 3067.205566
	Iteration 36Q: 3 clusters Score -1324669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1324683.375000 Penalty: 3067.205566
	Iteration 37Q: 3 clusters Score -1324683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1324697.250000 Penalty: 3067.205566
	Iteration 38Q: 3 clusters Score -1324697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1324708.875000 Penalty: 3067.205566
	Iteration 39Q: 3 clusters Score -1324709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1324721.000000 Penalty: 3067.205566
	Iteration 40F: 3 clusters Score -1324721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1324731.250000 Penalty: 3067.205566
	Iteration 41Q: 3 clusters Score -1324731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1324742.375000 Penalty: 3067.205566
	Iteration 42Q: 3 clusters Score -1324742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1324751.875000 Penalty: 3067.205566
	Iteration 43Q: 3 clusters Score -1324752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1324756.000000 Penalty: 3067.205566
	Iteration 44Q: 3 clusters Score -1324756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1324760.750000 Penalty: 3067.205566
	Iteration 45Q: 3 clusters Score -1324761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1324766.500000 Penalty: 3067.205566
	Iteration 46Q: 3 clusters Score -1324766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1324771.125000 Penalty: 3067.205566
	Iteration 47Q: 3 clusters Score -1324771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1324771.500000 Penalty: 3067.205566
	Iteration 48Q: 3 clusters Score -1324772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1324776.125000 Penalty: 3067.205566
	Iteration 49Q: 3 clusters Score -1324776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1324778.875000 Penalty: 3067.205566
	Iteration 50Q: 3 clusters Score -1324779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1324778.625000 Penalty: 3067.205566
	Iteration 51Q: 3 clusters Score -1324779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1324780.500000 Penalty: 3067.205566
	Iteration 52Q: 3 clusters Score -1324780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1324780.250000 Penalty: 3067.205566
	Iteration 53Q: 3 clusters Score -1324780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1324781.750000 Penalty: 3067.205566
	Iteration 54Q: 3 clusters Score -1324782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1324781.125000 Penalty: 3067.205566
	Iteration 55Q: 3 clusters Score -1324781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1324781.125000 Penalty: 3067.205566
	Iteration 56F: 3 clusters Score -1324781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (174251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174251 members 
Entering Unmasked Estep 
Score: -18701392.000000 Penalty: 1961.090942
	Iteration 0F: 2 clusters Score -1.870139e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87158 members 
Mstep: Class 2 contains 87093 members 
Entering Unmasked Estep 
Score: -18591456.000000 Penalty: 3922.181885
	Iteration 0F: 3 clusters Score -1.859146e+07 nChanged 84406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88602 members 
Mstep: Class 2 contains 85649 members 
Entering Unmasked Estep 
Score: -18641014.000000 Penalty: 3922.181885
	Iteration 1F: 3 clusters Score -1.864101e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90064 members 
Mstep: Class 2 contains 84187 members 
Entering Unmasked Estep 
Score: -18641920.000000 Penalty: 3922.181885
	Iteration 2Q: 3 clusters Score -1.864192e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92453 members 
Mstep: Class 2 contains 81798 members 
Entering Unmasked Estep 
Score: -18643234.000000 Penalty: 3922.181885
	Iteration 3Q: 3 clusters Score -1.864323e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96203 members 
Mstep: Class 2 contains 78048 members 
Entering Unmasked Estep 
Score: -18645136.000000 Penalty: 3922.181885
	Iteration 4Q: 3 clusters Score -1.864514e+07 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101947 members 
Mstep: Class 2 contains 72304 members 
Entering Unmasked Estep 
Score: -18648356.000000 Penalty: 3922.181885
	Iteration 5Q: 3 clusters Score -1.864836e+07 nChanged 10461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110120 members 
Mstep: Class 2 contains 64131 members 
Entering Unmasked Estep 
Score: -18654260.000000 Penalty: 3922.181885
	Iteration 6F: 3 clusters Score -1.865426e+07 nChanged 12434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120594 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -18662180.000000 Penalty: 3922.181885
	Iteration 7F: 3 clusters Score -1.866218e+07 nChanged 13250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132426 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -18671620.000000 Penalty: 3922.181885
	Iteration 8F: 3 clusters Score -1.867162e+07 nChanged 12386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144132 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -18681330.000000 Penalty: 3922.181885
	Iteration 9F: 3 clusters Score -1.868133e+07 nChanged 10651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154609 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -18689576.000000 Penalty: 3922.181885
	Iteration 10F: 3 clusters Score -1.868958e+07 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163072 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -18694784.000000 Penalty: 3922.181885
	Iteration 11Q: 3 clusters Score -1.869478e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168921 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -18697516.000000 Penalty: 3922.181885
	Iteration 12Q: 3 clusters Score -1.869752e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171931 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -18698786.000000 Penalty: 3922.181885
	Iteration 13Q: 3 clusters Score -1.869879e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173098 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -18699404.000000 Penalty: 3922.181885
	Iteration 14Q: 3 clusters Score -1.86994e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173471 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -18699616.000000 Penalty: 3922.181885
	Iteration 15Q: 3 clusters Score -1.869962e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173563 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -18699744.000000 Penalty: 3922.181885
	Iteration 16Q: 3 clusters Score -1.869974e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173601 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -18699816.000000 Penalty: 3922.181885
	Iteration 17Q: 3 clusters Score -1.869982e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173624 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -18699926.000000 Penalty: 3922.181885
	Iteration 18Q: 3 clusters Score -1.869993e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173635 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -18699970.000000 Penalty: 3922.181885
	Iteration 19Q: 3 clusters Score -1.869997e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173634 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -18699980.000000 Penalty: 3922.181885
	Iteration 20F: 3 clusters Score -1.869998e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173637 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -18700032.000000 Penalty: 3922.181885
	Iteration 21Q: 3 clusters Score -1.870003e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173631 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -18700038.000000 Penalty: 3922.181885
	Iteration 22Q: 3 clusters Score -1.870004e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173624 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -18700040.000000 Penalty: 3922.181885
	Iteration 23Q: 3 clusters Score -1.870004e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173629 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -18700060.000000 Penalty: 3922.181885
	Iteration 24Q: 3 clusters Score -1.870006e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173629 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -18700070.000000 Penalty: 3922.181885
	Iteration 25Q: 3 clusters Score -1.870007e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173635 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -18700094.000000 Penalty: 3922.181885
	Iteration 26Q: 3 clusters Score -1.870009e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173633 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -18700112.000000 Penalty: 3922.181885
	Iteration 27Q: 3 clusters Score -1.870011e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173635 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -18700116.000000 Penalty: 3922.181885
	Iteration 28Q: 3 clusters Score -1.870012e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173628 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -18700106.000000 Penalty: 3922.181885
	Iteration 29Q: 3 clusters Score -1.870011e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173626 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -18700114.000000 Penalty: 3922.181885
	Iteration 30Q: 3 clusters Score -1.870011e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173619 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -18700118.000000 Penalty: 3922.181885
	Iteration 31Q: 3 clusters Score -1.870012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173614 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -18700142.000000 Penalty: 3922.181885
	Iteration 32Q: 3 clusters Score -1.870014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173610 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -18700148.000000 Penalty: 3922.181885
	Iteration 33Q: 3 clusters Score -1.870015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173605 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -18700152.000000 Penalty: 3922.181885
	Iteration 34Q: 3 clusters Score -1.870015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173600 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -18700146.000000 Penalty: 3922.181885
	Iteration 35Q: 3 clusters Score -1.870015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173595 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -18700136.000000 Penalty: 3922.181885
	Iteration 36Q: 3 clusters Score -1.870014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173593 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -18700140.000000 Penalty: 3922.181885
	Iteration 37Q: 3 clusters Score -1.870014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173592 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -18700142.000000 Penalty: 3922.181885
	Iteration 38Q: 3 clusters Score -1.870014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173590 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -18700128.000000 Penalty: 3922.181885
	Iteration 39Q: 3 clusters Score -1.870013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173589 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -18700122.000000 Penalty: 3922.181885
	Iteration 40F: 3 clusters Score -1.870012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173590 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -18700136.000000 Penalty: 3922.181885
	Iteration 41Q: 3 clusters Score -1.870014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173590 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -18700130.000000 Penalty: 3922.181885
	Iteration 42Q: 3 clusters Score -1.870013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173588 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -18700124.000000 Penalty: 3922.181885
	Iteration 43Q: 3 clusters Score -1.870012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173587 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -18700130.000000 Penalty: 3922.181885
	Iteration 44Q: 3 clusters Score -1.870013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173585 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -18700138.000000 Penalty: 3922.181885
	Iteration 45Q: 3 clusters Score -1.870014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173580 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -18700146.000000 Penalty: 3922.181885
	Iteration 46Q: 3 clusters Score -1.870015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173577 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -18700160.000000 Penalty: 3922.181885
	Iteration 47Q: 3 clusters Score -1.870016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173576 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -18700160.000000 Penalty: 3922.181885
	Iteration 48Q: 3 clusters Score -1.870016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173575 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -18700160.000000 Penalty: 3922.181885
	Iteration 49Q: 3 clusters Score -1.870016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173575 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -18700160.000000 Penalty: 3922.181885
	Iteration 50F: 3 clusters Score -1.870016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -21592.429688 Penalty: 879.392456
	Iteration 0F: 2 clusters Score -21592.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20817.552734 Penalty: 1758.784912
	Iteration 0F: 3 clusters Score -20817.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20911.326172 Penalty: 1758.784912
	Iteration 1F: 3 clusters Score -20911.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20930.449219 Penalty: 1758.784912
	Iteration 2Q: 3 clusters Score -20930.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20930.449219 Penalty: 1758.784912
	Iteration 3F: 3 clusters Score -20930.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Entering Unmasked Estep 
Score: -463531.750000 Penalty: 1364.044678
	Iteration 0F: 2 clusters Score -463531.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -459920.750000 Penalty: 2728.089355
	Iteration 0F: 3 clusters Score -459920.8 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -461063.562500 Penalty: 2728.089355
	Iteration 1F: 3 clusters Score -461063.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -461481.531250 Penalty: 2728.089355
	Iteration 2F: 3 clusters Score -461481.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -461869.531250 Penalty: 2728.089355
	Iteration 3F: 3 clusters Score -461869.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -462168.312500 Penalty: 2728.089355
	Iteration 4F: 3 clusters Score -462168.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -462375.468750 Penalty: 2728.089355
	Iteration 5F: 3 clusters Score -462375.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -462500.656250 Penalty: 2728.089355
	Iteration 6Q: 3 clusters Score -462500.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -462562.562500 Penalty: 2728.089355
	Iteration 7Q: 3 clusters Score -462562.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -462598.187500 Penalty: 2728.089355
	Iteration 8Q: 3 clusters Score -462598.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -462614.406250 Penalty: 2728.089355
	Iteration 9Q: 3 clusters Score -462614.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -462623.562500 Penalty: 2728.089355
	Iteration 10Q: 3 clusters Score -462623.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -462626.156250 Penalty: 2728.089355
	Iteration 11Q: 3 clusters Score -462626.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -462627.937500 Penalty: 2728.089355
	Iteration 12Q: 3 clusters Score -462627.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -462630.187500 Penalty: 2728.089355
	Iteration 13Q: 3 clusters Score -462630.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -462631.906250 Penalty: 2728.089355
	Iteration 14Q: 3 clusters Score -462631.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -462632.968750 Penalty: 2728.089355
	Iteration 15Q: 3 clusters Score -462633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -462633.593750 Penalty: 2728.089355
	Iteration 16Q: 3 clusters Score -462633.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -462633.968750 Penalty: 2728.089355
	Iteration 17Q: 3 clusters Score -462634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -462633.968750 Penalty: 2728.089355
	Iteration 18Q: 3 clusters Score -462634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -462633.968750 Penalty: 2728.089355
	Iteration 19F: 3 clusters Score -462634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Entering Unmasked Estep 
Score: -645498.562500 Penalty: 1432.280396
	Iteration 0F: 2 clusters Score -645498.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -640416.250000 Penalty: 2864.560791
	Iteration 0F: 3 clusters Score -640416.2 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -642049.875000 Penalty: 2864.560791
	Iteration 1F: 3 clusters Score -642049.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -642390.187500 Penalty: 2864.560791
	Iteration 2F: 3 clusters Score -642390.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -642663.812500 Penalty: 2864.560791
	Iteration 3F: 3 clusters Score -642663.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -642862.875000 Penalty: 2864.560791
	Iteration 4F: 3 clusters Score -642862.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -642982.375000 Penalty: 2864.560791
	Iteration 5Q: 3 clusters Score -642982.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -643093.187500 Penalty: 2864.560791
	Iteration 6Q: 3 clusters Score -643093.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -643201.000000 Penalty: 2864.560791
	Iteration 7Q: 3 clusters Score -643201 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -643301.687500 Penalty: 2864.560791
	Iteration 8Q: 3 clusters Score -643301.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -643399.937500 Penalty: 2864.560791
	Iteration 9Q: 3 clusters Score -643399.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -643506.000000 Penalty: 2864.560791
	Iteration 10Q: 3 clusters Score -643506 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -643590.312500 Penalty: 2864.560791
	Iteration 11Q: 3 clusters Score -643590.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -643672.812500 Penalty: 2864.560791
	Iteration 12Q: 3 clusters Score -643672.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -643766.875000 Penalty: 2864.560791
	Iteration 13Q: 3 clusters Score -643766.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -643841.937500 Penalty: 2864.560791
	Iteration 14Q: 3 clusters Score -643841.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -643908.687500 Penalty: 2864.560791
	Iteration 15Q: 3 clusters Score -643908.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -643966.250000 Penalty: 2864.560791
	Iteration 16Q: 3 clusters Score -643966.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -644021.125000 Penalty: 2864.560791
	Iteration 17Q: 3 clusters Score -644021.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -644070.687500 Penalty: 2864.560791
	Iteration 18Q: 3 clusters Score -644070.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -644113.187500 Penalty: 2864.560791
	Iteration 19Q: 3 clusters Score -644113.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -644152.500000 Penalty: 2864.560791
	Iteration 20F: 3 clusters Score -644152.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -644190.562500 Penalty: 2864.560791
	Iteration 21Q: 3 clusters Score -644190.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -644222.062500 Penalty: 2864.560791
	Iteration 22Q: 3 clusters Score -644222.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -644244.125000 Penalty: 2864.560791
	Iteration 23Q: 3 clusters Score -644244.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -644267.062500 Penalty: 2864.560791
	Iteration 24Q: 3 clusters Score -644267.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -644297.312500 Penalty: 2864.560791
	Iteration 25Q: 3 clusters Score -644297.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -644320.000000 Penalty: 2864.560791
	Iteration 26Q: 3 clusters Score -644320 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -644347.687500 Penalty: 2864.560791
	Iteration 27Q: 3 clusters Score -644347.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -644366.000000 Penalty: 2864.560791
	Iteration 28Q: 3 clusters Score -644366 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -644379.250000 Penalty: 2864.560791
	Iteration 29Q: 3 clusters Score -644379.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -644391.375000 Penalty: 2864.560791
	Iteration 30Q: 3 clusters Score -644391.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -644404.062500 Penalty: 2864.560791
	Iteration 31Q: 3 clusters Score -644404.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -644409.875000 Penalty: 2864.560791
	Iteration 32Q: 3 clusters Score -644409.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -644421.875000 Penalty: 2864.560791
	Iteration 33Q: 3 clusters Score -644421.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -644428.000000 Penalty: 2864.560791
	Iteration 34Q: 3 clusters Score -644428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -644437.187500 Penalty: 2864.560791
	Iteration 35Q: 3 clusters Score -644437.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -644445.875000 Penalty: 2864.560791
	Iteration 36Q: 3 clusters Score -644445.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -644453.187500 Penalty: 2864.560791
	Iteration 37Q: 3 clusters Score -644453.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -644460.125000 Penalty: 2864.560791
	Iteration 38Q: 3 clusters Score -644460.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -644468.625000 Penalty: 2864.560791
	Iteration 39Q: 3 clusters Score -644468.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -644477.500000 Penalty: 2864.560791
	Iteration 40F: 3 clusters Score -644477.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -644490.437500 Penalty: 2864.560791
	Iteration 41Q: 3 clusters Score -644490.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -644496.687500 Penalty: 2864.560791
	Iteration 42Q: 3 clusters Score -644496.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -644504.812500 Penalty: 2864.560791
	Iteration 43Q: 3 clusters Score -644504.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -644513.562500 Penalty: 2864.560791
	Iteration 44Q: 3 clusters Score -644513.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -644522.875000 Penalty: 2864.560791
	Iteration 45Q: 3 clusters Score -644522.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -644529.875000 Penalty: 2864.560791
	Iteration 46Q: 3 clusters Score -644529.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -644537.437500 Penalty: 2864.560791
	Iteration 47Q: 3 clusters Score -644537.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -644543.187500 Penalty: 2864.560791
	Iteration 48Q: 3 clusters Score -644543.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -644545.687500 Penalty: 2864.560791
	Iteration 49Q: 3 clusters Score -644545.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -644550.500000 Penalty: 2864.560791
	Iteration 50Q: 3 clusters Score -644550.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -644552.250000 Penalty: 2864.560791
	Iteration 51Q: 3 clusters Score -644552.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -644554.375000 Penalty: 2864.560791
	Iteration 52Q: 3 clusters Score -644554.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -644556.562500 Penalty: 2864.560791
	Iteration 53Q: 3 clusters Score -644556.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -644558.562500 Penalty: 2864.560791
	Iteration 54Q: 3 clusters Score -644558.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -644558.250000 Penalty: 2864.560791
	Iteration 55Q: 3 clusters Score -644558.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -644558.250000 Penalty: 2864.560791
	Iteration 56F: 3 clusters Score -644558.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Entering Unmasked Estep 
Score: -81652.000000 Penalty: 1108.960693
	Iteration 0F: 2 clusters Score -81652 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 416 members 
Entering Unmasked Estep 
Score: -80306.218750 Penalty: 2217.921387
	Iteration 0F: 3 clusters Score -80306.22 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -80572.015625 Penalty: 2217.921387
	Iteration 1F: 3 clusters Score -80572.02 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -80653.851562 Penalty: 2217.921387
	Iteration 2F: 3 clusters Score -80653.85 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -80713.375000 Penalty: 2217.921387
	Iteration 3Q: 3 clusters Score -80713.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -80760.492188 Penalty: 2217.921387
	Iteration 4Q: 3 clusters Score -80760.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -80782.000000 Penalty: 2217.921387
	Iteration 5Q: 3 clusters Score -80782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -80795.523438 Penalty: 2217.921387
	Iteration 6Q: 3 clusters Score -80795.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -80805.023438 Penalty: 2217.921387
	Iteration 7Q: 3 clusters Score -80805.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -80810.078125 Penalty: 2217.921387
	Iteration 8Q: 3 clusters Score -80810.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -80811.640625 Penalty: 2217.921387
	Iteration 9Q: 3 clusters Score -80811.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -80812.656250 Penalty: 2217.921387
	Iteration 10Q: 3 clusters Score -80812.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -80813.398438 Penalty: 2217.921387
	Iteration 11Q: 3 clusters Score -80813.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -80815.617188 Penalty: 2217.921387
	Iteration 12Q: 3 clusters Score -80815.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -80821.023438 Penalty: 2217.921387
	Iteration 13Q: 3 clusters Score -80821.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -80824.546875 Penalty: 2217.921387
	Iteration 14Q: 3 clusters Score -80824.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -80826.304688 Penalty: 2217.921387
	Iteration 15Q: 3 clusters Score -80826.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -80828.304688 Penalty: 2217.921387
	Iteration 16Q: 3 clusters Score -80828.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -80828.304688 Penalty: 2217.921387
	Iteration 17F: 3 clusters Score -80828.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Entering Unmasked Estep 
Score: -395485.531250 Penalty: 1345.285767
	Iteration 0F: 2 clusters Score -395485.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -392202.156250 Penalty: 2690.571533
	Iteration 0F: 3 clusters Score -392202.2 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -393242.906250 Penalty: 2690.571533
	Iteration 1F: 3 clusters Score -393242.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -393516.906250 Penalty: 2690.571533
	Iteration 2F: 3 clusters Score -393516.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -393724.062500 Penalty: 2690.571533
	Iteration 3F: 3 clusters Score -393724.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -393879.281250 Penalty: 2690.571533
	Iteration 4F: 3 clusters Score -393879.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -393981.781250 Penalty: 2690.571533
	Iteration 5Q: 3 clusters Score -393981.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -394077.156250 Penalty: 2690.571533
	Iteration 6Q: 3 clusters Score -394077.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -394150.687500 Penalty: 2690.571533
	Iteration 7Q: 3 clusters Score -394150.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -394214.312500 Penalty: 2690.571533
	Iteration 8Q: 3 clusters Score -394214.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -394265.156250 Penalty: 2690.571533
	Iteration 9Q: 3 clusters Score -394265.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -394301.281250 Penalty: 2690.571533
	Iteration 10Q: 3 clusters Score -394301.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -394321.343750 Penalty: 2690.571533
	Iteration 11Q: 3 clusters Score -394321.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -394338.656250 Penalty: 2690.571533
	Iteration 12Q: 3 clusters Score -394338.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -394353.281250 Penalty: 2690.571533
	Iteration 13Q: 3 clusters Score -394353.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -394362.000000 Penalty: 2690.571533
	Iteration 14Q: 3 clusters Score -394362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -394370.375000 Penalty: 2690.571533
	Iteration 15Q: 3 clusters Score -394370.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -394377.593750 Penalty: 2690.571533
	Iteration 16Q: 3 clusters Score -394377.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -394385.875000 Penalty: 2690.571533
	Iteration 17Q: 3 clusters Score -394385.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -394391.500000 Penalty: 2690.571533
	Iteration 18Q: 3 clusters Score -394391.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -394396.156250 Penalty: 2690.571533
	Iteration 19Q: 3 clusters Score -394396.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -394402.750000 Penalty: 2690.571533
	Iteration 20F: 3 clusters Score -394402.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -394410.062500 Penalty: 2690.571533
	Iteration 21Q: 3 clusters Score -394410.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -394415.375000 Penalty: 2690.571533
	Iteration 22Q: 3 clusters Score -394415.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -394418.250000 Penalty: 2690.571533
	Iteration 23Q: 3 clusters Score -394418.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -394421.718750 Penalty: 2690.571533
	Iteration 24Q: 3 clusters Score -394421.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -394422.656250 Penalty: 2690.571533
	Iteration 25Q: 3 clusters Score -394422.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -394424.718750 Penalty: 2690.571533
	Iteration 26Q: 3 clusters Score -394424.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -394425.437500 Penalty: 2690.571533
	Iteration 27Q: 3 clusters Score -394425.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -394427.062500 Penalty: 2690.571533
	Iteration 28Q: 3 clusters Score -394427.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -394427.906250 Penalty: 2690.571533
	Iteration 29Q: 3 clusters Score -394427.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -394428.406250 Penalty: 2690.571533
	Iteration 30Q: 3 clusters Score -394428.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -394429.062500 Penalty: 2690.571533
	Iteration 31Q: 3 clusters Score -394429.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -394429.312500 Penalty: 2690.571533
	Iteration 32Q: 3 clusters Score -394429.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -394428.562500 Penalty: 2690.571533
	Iteration 33Q: 3 clusters Score -394428.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -394430.000000 Penalty: 2690.571533
	Iteration 34Q: 3 clusters Score -394430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -394429.687500 Penalty: 2690.571533
	Iteration 35Q: 3 clusters Score -394429.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -394430.000000 Penalty: 2690.571533
	Iteration 36Q: 3 clusters Score -394430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -394430.000000 Penalty: 2690.571533
	Iteration 37F: 3 clusters Score -394430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Entering Unmasked Estep 
Score: -180444.812500 Penalty: 1213.911499
	Iteration 0F: 2 clusters Score -180444.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -178504.968750 Penalty: 2427.822998
	Iteration 0F: 3 clusters Score -178505 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -178896.218750 Penalty: 2427.822998
	Iteration 1F: 3 clusters Score -178896.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -178996.468750 Penalty: 2427.822998
	Iteration 2F: 3 clusters Score -178996.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -179049.484375 Penalty: 2427.822998
	Iteration 3Q: 3 clusters Score -179049.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -179079.375000 Penalty: 2427.822998
	Iteration 4Q: 3 clusters Score -179079.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -179101.750000 Penalty: 2427.822998
	Iteration 5Q: 3 clusters Score -179101.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -179122.593750 Penalty: 2427.822998
	Iteration 6Q: 3 clusters Score -179122.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -179135.000000 Penalty: 2427.822998
	Iteration 7Q: 3 clusters Score -179135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -179143.828125 Penalty: 2427.822998
	Iteration 8Q: 3 clusters Score -179143.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -179152.593750 Penalty: 2427.822998
	Iteration 9Q: 3 clusters Score -179152.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -179164.546875 Penalty: 2427.822998
	Iteration 10Q: 3 clusters Score -179164.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -179172.250000 Penalty: 2427.822998
	Iteration 11Q: 3 clusters Score -179172.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -179179.843750 Penalty: 2427.822998
	Iteration 12Q: 3 clusters Score -179179.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -179183.125000 Penalty: 2427.822998
	Iteration 13Q: 3 clusters Score -179183.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -179184.859375 Penalty: 2427.822998
	Iteration 14Q: 3 clusters Score -179184.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -179185.859375 Penalty: 2427.822998
	Iteration 15Q: 3 clusters Score -179185.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -179188.562500 Penalty: 2427.822998
	Iteration 16Q: 3 clusters Score -179188.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -179195.015625 Penalty: 2427.822998
	Iteration 17Q: 3 clusters Score -179195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -179200.203125 Penalty: 2427.822998
	Iteration 18Q: 3 clusters Score -179200.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -179202.796875 Penalty: 2427.822998
	Iteration 19Q: 3 clusters Score -179202.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -179204.875000 Penalty: 2427.822998
	Iteration 20F: 3 clusters Score -179204.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -179206.296875 Penalty: 2427.822998
	Iteration 21Q: 3 clusters Score -179206.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -179206.906250 Penalty: 2427.822998
	Iteration 22Q: 3 clusters Score -179206.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -179207.156250 Penalty: 2427.822998
	Iteration 23Q: 3 clusters Score -179207.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -179207.156250 Penalty: 2427.822998
	Iteration 24F: 3 clusters Score -179207.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Entering Unmasked Estep 
Score: -211620.937500 Penalty: 1238.523804
	Iteration 0F: 2 clusters Score -211620.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -209492.703125 Penalty: 2477.047607
	Iteration 0F: 3 clusters Score -209492.7 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -209917.828125 Penalty: 2477.047607
	Iteration 1F: 3 clusters Score -209917.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -210015.906250 Penalty: 2477.047607
	Iteration 2F: 3 clusters Score -210015.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -210083.250000 Penalty: 2477.047607
	Iteration 3Q: 3 clusters Score -210083.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -210134.546875 Penalty: 2477.047607
	Iteration 4Q: 3 clusters Score -210134.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -210183.218750 Penalty: 2477.047607
	Iteration 5Q: 3 clusters Score -210183.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -210234.687500 Penalty: 2477.047607
	Iteration 6Q: 3 clusters Score -210234.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -210275.515625 Penalty: 2477.047607
	Iteration 7Q: 3 clusters Score -210275.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -210311.968750 Penalty: 2477.047607
	Iteration 8Q: 3 clusters Score -210312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -210338.546875 Penalty: 2477.047607
	Iteration 9Q: 3 clusters Score -210338.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -210368.046875 Penalty: 2477.047607
	Iteration 10Q: 3 clusters Score -210368 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -210399.859375 Penalty: 2477.047607
	Iteration 11Q: 3 clusters Score -210399.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -210432.000000 Penalty: 2477.047607
	Iteration 12Q: 3 clusters Score -210432 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -210461.421875 Penalty: 2477.047607
	Iteration 13Q: 3 clusters Score -210461.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -210492.671875 Penalty: 2477.047607
	Iteration 14Q: 3 clusters Score -210492.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -210516.875000 Penalty: 2477.047607
	Iteration 15Q: 3 clusters Score -210516.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -210541.468750 Penalty: 2477.047607
	Iteration 16Q: 3 clusters Score -210541.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -210556.093750 Penalty: 2477.047607
	Iteration 17Q: 3 clusters Score -210556.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -210569.281250 Penalty: 2477.047607
	Iteration 18Q: 3 clusters Score -210569.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -210578.609375 Penalty: 2477.047607
	Iteration 19Q: 3 clusters Score -210578.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -210588.296875 Penalty: 2477.047607
	Iteration 20F: 3 clusters Score -210588.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -210602.703125 Penalty: 2477.047607
	Iteration 21Q: 3 clusters Score -210602.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -210614.750000 Penalty: 2477.047607
	Iteration 22Q: 3 clusters Score -210614.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -210628.750000 Penalty: 2477.047607
	Iteration 23Q: 3 clusters Score -210628.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -210640.234375 Penalty: 2477.047607
	Iteration 24Q: 3 clusters Score -210640.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -210645.718750 Penalty: 2477.047607
	Iteration 25Q: 3 clusters Score -210645.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -210650.296875 Penalty: 2477.047607
	Iteration 26Q: 3 clusters Score -210650.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -210655.531250 Penalty: 2477.047607
	Iteration 27Q: 3 clusters Score -210655.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -210660.828125 Penalty: 2477.047607
	Iteration 28Q: 3 clusters Score -210660.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -210661.828125 Penalty: 2477.047607
	Iteration 29Q: 3 clusters Score -210661.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -210661.828125 Penalty: 2477.047607
	Iteration 30F: 3 clusters Score -210661.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Entering Unmasked Estep 
Score: -2120977.250000 Penalty: 1613.867432
	Iteration 0F: 2 clusters Score -2120977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2106905.000000 Penalty: 3227.734863
	Iteration 0F: 3 clusters Score -2106905 nChanged 9335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2112323.000000 Penalty: 3227.734863
	Iteration 1F: 3 clusters Score -2112323 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2112931.000000 Penalty: 3227.734863
	Iteration 2F: 3 clusters Score -2112931 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2113582.000000 Penalty: 3227.734863
	Iteration 3F: 3 clusters Score -2113582 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2114320.750000 Penalty: 3227.734863
	Iteration 4F: 3 clusters Score -2114321 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2115187.250000 Penalty: 3227.734863
	Iteration 5F: 3 clusters Score -2115187 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2116182.250000 Penalty: 3227.734863
	Iteration 6F: 3 clusters Score -2116182 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2117241.250000 Penalty: 3227.734863
	Iteration 7F: 3 clusters Score -2117241 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -2118275.750000 Penalty: 3227.734863
	Iteration 8F: 3 clusters Score -2118276 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2119073.250000 Penalty: 3227.734863
	Iteration 9Q: 3 clusters Score -2119073 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2119555.750000 Penalty: 3227.734863
	Iteration 10Q: 3 clusters Score -2119556 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2119850.750000 Penalty: 3227.734863
	Iteration 11Q: 3 clusters Score -2119851 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2120056.250000 Penalty: 3227.734863
	Iteration 12Q: 3 clusters Score -2120056 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2120170.000000 Penalty: 3227.734863
	Iteration 13Q: 3 clusters Score -2120170 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2120252.250000 Penalty: 3227.734863
	Iteration 14Q: 3 clusters Score -2120252 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2120288.250000 Penalty: 3227.734863
	Iteration 15Q: 3 clusters Score -2120288 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2120332.000000 Penalty: 3227.734863
	Iteration 16Q: 3 clusters Score -2120332 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2120354.500000 Penalty: 3227.734863
	Iteration 17Q: 3 clusters Score -2120354 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2120377.250000 Penalty: 3227.734863
	Iteration 18Q: 3 clusters Score -2120377 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2120396.250000 Penalty: 3227.734863
	Iteration 19Q: 3 clusters Score -2120396 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2120408.250000 Penalty: 3227.734863
	Iteration 20F: 3 clusters Score -2120408 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2120418.500000 Penalty: 3227.734863
	Iteration 21Q: 3 clusters Score -2120418 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2120431.250000 Penalty: 3227.734863
	Iteration 22Q: 3 clusters Score -2120431 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2120441.000000 Penalty: 3227.734863
	Iteration 23Q: 3 clusters Score -2120441 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2120461.000000 Penalty: 3227.734863
	Iteration 24Q: 3 clusters Score -2120461 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2120468.750000 Penalty: 3227.734863
	Iteration 25Q: 3 clusters Score -2120469 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2120480.250000 Penalty: 3227.734863
	Iteration 26Q: 3 clusters Score -2120480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2120485.000000 Penalty: 3227.734863
	Iteration 27Q: 3 clusters Score -2120485 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2120495.250000 Penalty: 3227.734863
	Iteration 28Q: 3 clusters Score -2120495 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2120502.250000 Penalty: 3227.734863
	Iteration 29Q: 3 clusters Score -2120502 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2120514.000000 Penalty: 3227.734863
	Iteration 30Q: 3 clusters Score -2120514 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2120521.250000 Penalty: 3227.734863
	Iteration 31Q: 3 clusters Score -2120521 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2120524.750000 Penalty: 3227.734863
	Iteration 32Q: 3 clusters Score -2120525 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2120533.000000 Penalty: 3227.734863
	Iteration 33Q: 3 clusters Score -2120533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2120537.500000 Penalty: 3227.734863
	Iteration 34Q: 3 clusters Score -2120538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2120542.000000 Penalty: 3227.734863
	Iteration 35Q: 3 clusters Score -2120542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2120539.250000 Penalty: 3227.734863
	Iteration 36Q: 3 clusters Score -2120539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2120543.500000 Penalty: 3227.734863
	Iteration 37Q: 3 clusters Score -2120544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2120551.000000 Penalty: 3227.734863
	Iteration 38Q: 3 clusters Score -2120551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2120556.750000 Penalty: 3227.734863
	Iteration 39Q: 3 clusters Score -2120557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2120560.000000 Penalty: 3227.734863
	Iteration 40F: 3 clusters Score -2120560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2120560.750000 Penalty: 3227.734863
	Iteration 41Q: 3 clusters Score -2120561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2120565.000000 Penalty: 3227.734863
	Iteration 42Q: 3 clusters Score -2120565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2120566.750000 Penalty: 3227.734863
	Iteration 43Q: 3 clusters Score -2120567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2120572.000000 Penalty: 3227.734863
	Iteration 44Q: 3 clusters Score -2120572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2120576.000000 Penalty: 3227.734863
	Iteration 45Q: 3 clusters Score -2120576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2120578.750000 Penalty: 3227.734863
	Iteration 46Q: 3 clusters Score -2120579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2120579.000000 Penalty: 3227.734863
	Iteration 47Q: 3 clusters Score -2120579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2120576.000000 Penalty: 3227.734863
	Iteration 48Q: 3 clusters Score -2120576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2120578.000000 Penalty: 3227.734863
	Iteration 49Q: 3 clusters Score -2120578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2120576.250000 Penalty: 3227.734863
	Iteration 50Q: 3 clusters Score -2120576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2120580.250000 Penalty: 3227.734863
	Iteration 51Q: 3 clusters Score -2120580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2120583.750000 Penalty: 3227.734863
	Iteration 52Q: 3 clusters Score -2120584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2120584.250000 Penalty: 3227.734863
	Iteration 53Q: 3 clusters Score -2120584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2120584.250000 Penalty: 3227.734863
	Iteration 54F: 3 clusters Score -2120584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Entering Unmasked Estep 
Score: -2950985.000000 Penalty: 1664.757812
	Iteration 0F: 2 clusters Score -2950985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2932097.750000 Penalty: 3329.515625
	Iteration 0F: 3 clusters Score -2932098 nChanged 12850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2939186.000000 Penalty: 3329.515625
	Iteration 1F: 3 clusters Score -2939186 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2939600.000000 Penalty: 3329.515625
	Iteration 2Q: 3 clusters Score -2939600 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2940055.750000 Penalty: 3329.515625
	Iteration 3Q: 3 clusters Score -2940056 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2940573.750000 Penalty: 3329.515625
	Iteration 4Q: 3 clusters Score -2940574 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2941158.750000 Penalty: 3329.515625
	Iteration 5Q: 3 clusters Score -2941159 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -2941914.500000 Penalty: 3329.515625
	Iteration 6F: 3 clusters Score -2941914 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2942863.750000 Penalty: 3329.515625
	Iteration 7F: 3 clusters Score -2942864 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -2944019.250000 Penalty: 3329.515625
	Iteration 8F: 3 clusters Score -2944019 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2945164.500000 Penalty: 3329.515625
	Iteration 9F: 3 clusters Score -2945164 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -2946191.000000 Penalty: 3329.515625
	Iteration 10Q: 3 clusters Score -2946191 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -2947094.750000 Penalty: 3329.515625
	Iteration 11Q: 3 clusters Score -2947095 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -2947782.250000 Penalty: 3329.515625
	Iteration 12Q: 3 clusters Score -2947782 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -2948391.250000 Penalty: 3329.515625
	Iteration 13Q: 3 clusters Score -2948391 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -2948965.000000 Penalty: 3329.515625
	Iteration 14Q: 3 clusters Score -2948965 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -2949472.750000 Penalty: 3329.515625
	Iteration 15Q: 3 clusters Score -2949473 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -2949840.000000 Penalty: 3329.515625
	Iteration 16Q: 3 clusters Score -2949840 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -2950196.250000 Penalty: 3329.515625
	Iteration 17Q: 3 clusters Score -2950196 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -2950433.000000 Penalty: 3329.515625
	Iteration 18Q: 3 clusters Score -2950433 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -2950565.500000 Penalty: 3329.515625
	Iteration 19Q: 3 clusters Score -2950566 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -2950631.750000 Penalty: 3329.515625
	Iteration 20F: 3 clusters Score -2950632 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -2950675.000000 Penalty: 3329.515625
	Iteration 21Q: 3 clusters Score -2950675 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -2950687.500000 Penalty: 3329.515625
	Iteration 22Q: 3 clusters Score -2950688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -2950688.750000 Penalty: 3329.515625
	Iteration 23Q: 3 clusters Score -2950689 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -2950697.000000 Penalty: 3329.515625
	Iteration 24Q: 3 clusters Score -2950697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -2950700.750000 Penalty: 3329.515625
	Iteration 25Q: 3 clusters Score -2950701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -2950704.250000 Penalty: 3329.515625
	Iteration 26Q: 3 clusters Score -2950704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -2950701.000000 Penalty: 3329.515625
	Iteration 27Q: 3 clusters Score -2950701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -2950701.000000 Penalty: 3329.515625
	Iteration 28F: 3 clusters Score -2950701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Entering Unmasked Estep 
Score: -3193620.750000 Penalty: 1675.329346
	Iteration 0F: 2 clusters Score -3193621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -3173526.250000 Penalty: 3350.658691
	Iteration 0F: 3 clusters Score -3173526 nChanged 13586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -3180903.000000 Penalty: 3350.658691
	Iteration 1F: 3 clusters Score -3180903 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -3181228.250000 Penalty: 3350.658691
	Iteration 2Q: 3 clusters Score -3181228 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -3181578.750000 Penalty: 3350.658691
	Iteration 3Q: 3 clusters Score -3181579 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -3182040.750000 Penalty: 3350.658691
	Iteration 4Q: 3 clusters Score -3182041 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -3182690.750000 Penalty: 3350.658691
	Iteration 5Q: 3 clusters Score -3182691 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -3183536.250000 Penalty: 3350.658691
	Iteration 6Q: 3 clusters Score -3183536 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -3184620.250000 Penalty: 3350.658691
	Iteration 7F: 3 clusters Score -3184620 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -3185829.250000 Penalty: 3350.658691
	Iteration 8F: 3 clusters Score -3185829 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -3186890.000000 Penalty: 3350.658691
	Iteration 9F: 3 clusters Score -3186890 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -3187711.250000 Penalty: 3350.658691
	Iteration 10Q: 3 clusters Score -3187711 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -3188232.250000 Penalty: 3350.658691
	Iteration 11Q: 3 clusters Score -3188232 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -3188521.000000 Penalty: 3350.658691
	Iteration 12Q: 3 clusters Score -3188521 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -3188690.500000 Penalty: 3350.658691
	Iteration 13Q: 3 clusters Score -3188690 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -3188821.000000 Penalty: 3350.658691
	Iteration 14Q: 3 clusters Score -3188821 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -3188930.000000 Penalty: 3350.658691
	Iteration 15Q: 3 clusters Score -3188930 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -3189020.750000 Penalty: 3350.658691
	Iteration 16Q: 3 clusters Score -3189021 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -3189134.750000 Penalty: 3350.658691
	Iteration 17Q: 3 clusters Score -3189135 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -3189245.000000 Penalty: 3350.658691
	Iteration 18Q: 3 clusters Score -3189245 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -3189340.750000 Penalty: 3350.658691
	Iteration 19Q: 3 clusters Score -3189341 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -3189437.250000 Penalty: 3350.658691
	Iteration 20F: 3 clusters Score -3189437 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -3189536.500000 Penalty: 3350.658691
	Iteration 21Q: 3 clusters Score -3189536 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -3189612.750000 Penalty: 3350.658691
	Iteration 22Q: 3 clusters Score -3189613 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -3189702.500000 Penalty: 3350.658691
	Iteration 23Q: 3 clusters Score -3189702 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -3189763.250000 Penalty: 3350.658691
	Iteration 24Q: 3 clusters Score -3189763 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -3189834.000000 Penalty: 3350.658691
	Iteration 25Q: 3 clusters Score -3189834 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -3189887.750000 Penalty: 3350.658691
	Iteration 26Q: 3 clusters Score -3189888 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -3189933.750000 Penalty: 3350.658691
	Iteration 27Q: 3 clusters Score -3189934 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -3189965.500000 Penalty: 3350.658691
	Iteration 28Q: 3 clusters Score -3189966 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -3190015.750000 Penalty: 3350.658691
	Iteration 29Q: 3 clusters Score -3190016 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -3190055.750000 Penalty: 3350.658691
	Iteration 30Q: 3 clusters Score -3190056 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -3190074.500000 Penalty: 3350.658691
	Iteration 31Q: 3 clusters Score -3190074 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -3190113.500000 Penalty: 3350.658691
	Iteration 32Q: 3 clusters Score -3190114 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -3190135.250000 Penalty: 3350.658691
	Iteration 33Q: 3 clusters Score -3190135 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -3190181.000000 Penalty: 3350.658691
	Iteration 34Q: 3 clusters Score -3190181 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -3190224.750000 Penalty: 3350.658691
	Iteration 35Q: 3 clusters Score -3190225 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -3190271.750000 Penalty: 3350.658691
	Iteration 36Q: 3 clusters Score -3190272 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -3190308.000000 Penalty: 3350.658691
	Iteration 37Q: 3 clusters Score -3190308 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -3190353.750000 Penalty: 3350.658691
	Iteration 38Q: 3 clusters Score -3190354 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -3190381.500000 Penalty: 3350.658691
	Iteration 39Q: 3 clusters Score -3190382 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -3190415.750000 Penalty: 3350.658691
	Iteration 40F: 3 clusters Score -3190416 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -3190437.250000 Penalty: 3350.658691
	Iteration 41Q: 3 clusters Score -3190437 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -3190478.500000 Penalty: 3350.658691
	Iteration 42Q: 3 clusters Score -3190478 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -3190507.750000 Penalty: 3350.658691
	Iteration 43Q: 3 clusters Score -3190508 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -3190532.000000 Penalty: 3350.658691
	Iteration 44Q: 3 clusters Score -3190532 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -3190544.250000 Penalty: 3350.658691
	Iteration 45Q: 3 clusters Score -3190544 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -3190558.500000 Penalty: 3350.658691
	Iteration 46Q: 3 clusters Score -3190558 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -3190575.500000 Penalty: 3350.658691
	Iteration 47Q: 3 clusters Score -3190576 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -3190593.500000 Penalty: 3350.658691
	Iteration 48Q: 3 clusters Score -3190594 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -3190601.750000 Penalty: 3350.658691
	Iteration 49Q: 3 clusters Score -3190602 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -3190625.000000 Penalty: 3350.658691
	Iteration 50Q: 3 clusters Score -3190625 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3190633.500000 Penalty: 3350.658691
	Iteration 51Q: 3 clusters Score -3190634 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -3190636.750000 Penalty: 3350.658691
	Iteration 52Q: 3 clusters Score -3190637 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -3190653.750000 Penalty: 3350.658691
	Iteration 53Q: 3 clusters Score -3190654 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3190670.500000 Penalty: 3350.658691
	Iteration 54Q: 3 clusters Score -3190670 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -3190699.500000 Penalty: 3350.658691
	Iteration 55Q: 3 clusters Score -3190700 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -3190713.250000 Penalty: 3350.658691
	Iteration 56Q: 3 clusters Score -3190713 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -3190737.250000 Penalty: 3350.658691
	Iteration 57Q: 3 clusters Score -3190737 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -3190754.250000 Penalty: 3350.658691
	Iteration 58Q: 3 clusters Score -3190754 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -3190791.250000 Penalty: 3350.658691
	Iteration 59Q: 3 clusters Score -3190791 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -3190810.750000 Penalty: 3350.658691
	Iteration 60F: 3 clusters Score -3190811 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -3190835.250000 Penalty: 3350.658691
	Iteration 61Q: 3 clusters Score -3190835 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -3190867.000000 Penalty: 3350.658691
	Iteration 62Q: 3 clusters Score -3190867 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -3190875.750000 Penalty: 3350.658691
	Iteration 63Q: 3 clusters Score -3190876 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -3190924.750000 Penalty: 3350.658691
	Iteration 64Q: 3 clusters Score -3190925 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -3190965.750000 Penalty: 3350.658691
	Iteration 65Q: 3 clusters Score -3190966 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -3190988.250000 Penalty: 3350.658691
	Iteration 66Q: 3 clusters Score -3190988 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -3191022.500000 Penalty: 3350.658691
	Iteration 67Q: 3 clusters Score -3191022 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -3191038.750000 Penalty: 3350.658691
	Iteration 68Q: 3 clusters Score -3191039 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -3191058.000000 Penalty: 3350.658691
	Iteration 69Q: 3 clusters Score -3191058 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -3191086.000000 Penalty: 3350.658691
	Iteration 70Q: 3 clusters Score -3191086 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -3191114.750000 Penalty: 3350.658691
	Iteration 71Q: 3 clusters Score -3191115 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -3191147.250000 Penalty: 3350.658691
	Iteration 72Q: 3 clusters Score -3191147 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -3191163.000000 Penalty: 3350.658691
	Iteration 73Q: 3 clusters Score -3191163 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -3191195.000000 Penalty: 3350.658691
	Iteration 74Q: 3 clusters Score -3191195 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -3191220.250000 Penalty: 3350.658691
	Iteration 75Q: 3 clusters Score -3191220 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -3191234.500000 Penalty: 3350.658691
	Iteration 76Q: 3 clusters Score -3191234 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -3191246.000000 Penalty: 3350.658691
	Iteration 77Q: 3 clusters Score -3191246 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -3191257.750000 Penalty: 3350.658691
	Iteration 78Q: 3 clusters Score -3191258 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -3191266.000000 Penalty: 3350.658691
	Iteration 79Q: 3 clusters Score -3191266 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -3191278.250000 Penalty: 3350.658691
	Iteration 80F: 3 clusters Score -3191278 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -3191288.500000 Penalty: 3350.658691
	Iteration 81Q: 3 clusters Score -3191288 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -3191302.500000 Penalty: 3350.658691
	Iteration 82Q: 3 clusters Score -3191302 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3191316 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -3191322.000000 Penalty: 3350.658691
	Iteration 84Q: 3 clusters Score -3191322 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -3191345.000000 Penalty: 3350.658691
	Iteration 85Q: 3 clusters Score -3191345 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3191345 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -3191349.750000 Penalty: 3350.658691
	Iteration 87Q: 3 clusters Score -3191350 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -3191364.750000 Penalty: 3350.658691
	Iteration 88Q: 3 clusters Score -3191365 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -3191384.750000 Penalty: 3350.658691
	Iteration 89Q: 3 clusters Score -3191385 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -3191404.000000 Penalty: 3350.658691
	Iteration 90Q: 3 clusters Score -3191404 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -3191416.000000 Penalty: 3350.658691
	Iteration 91Q: 3 clusters Score -3191416 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -3191413.250000 Penalty: 3350.658691
	Iteration 92Q: 3 clusters Score -3191413 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -3191421.000000 Penalty: 3350.658691
	Iteration 93Q: 3 clusters Score -3191421 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -3191426.250000 Penalty: 3350.658691
	Iteration 94Q: 3 clusters Score -3191426 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -3191431.750000 Penalty: 3350.658691
	Iteration 95Q: 3 clusters Score -3191432 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -3191436.250000 Penalty: 3350.658691
	Iteration 96Q: 3 clusters Score -3191436 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -3191438.500000 Penalty: 3350.658691
	Iteration 97Q: 3 clusters Score -3191438 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -3191448.500000 Penalty: 3350.658691
	Iteration 98Q: 3 clusters Score -3191448 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -3191449.500000 Penalty: 3350.658691
	Iteration 99Q: 3 clusters Score -3191450 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -3191454.000000 Penalty: 3350.658691
	Iteration 100F: 3 clusters Score -3191454 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -3191462.750000 Penalty: 3350.658691
	Iteration 101Q: 3 clusters Score -3191463 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -3191464.000000 Penalty: 3350.658691
	Iteration 102Q: 3 clusters Score -3191464 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -3191471.000000 Penalty: 3350.658691
	Iteration 103Q: 3 clusters Score -3191471 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -3191490.250000 Penalty: 3350.658691
	Iteration 104Q: 3 clusters Score -3191490 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -3191517.000000 Penalty: 3350.658691
	Iteration 105Q: 3 clusters Score -3191517 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -3191534.000000 Penalty: 3350.658691
	Iteration 106Q: 3 clusters Score -3191534 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -3191553.250000 Penalty: 3350.658691
	Iteration 107Q: 3 clusters Score -3191553 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -3191556.000000 Penalty: 3350.658691
	Iteration 108Q: 3 clusters Score -3191556 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -3191558.250000 Penalty: 3350.658691
	Iteration 109Q: 3 clusters Score -3191558 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3191556 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -3191567.000000 Penalty: 3350.658691
	Iteration 111Q: 3 clusters Score -3191567 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -3191571.250000 Penalty: 3350.658691
	Iteration 112Q: 3 clusters Score -3191571 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -3191583.250000 Penalty: 3350.658691
	Iteration 113Q: 3 clusters Score -3191583 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -3191596.000000 Penalty: 3350.658691
	Iteration 114Q: 3 clusters Score -3191596 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -3191600.000000 Penalty: 3350.658691
	Iteration 115Q: 3 clusters Score -3191600 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -3191619.750000 Penalty: 3350.658691
	Iteration 116Q: 3 clusters Score -3191620 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -3191622.500000 Penalty: 3350.658691
	Iteration 117Q: 3 clusters Score -3191622 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -3191632.000000 Penalty: 3350.658691
	Iteration 118Q: 3 clusters Score -3191632 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
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Entering Unmasked Estep 
Score: -3191643.000000 Penalty: 3350.658691
	Iteration 119Q: 3 clusters Score -3191643 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -3191645.500000 Penalty: 3350.658691
	Iteration 120F: 3 clusters Score -3191646 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3191645 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -3191642.000000 Penalty: 3350.658691
	Iteration 122Q: 3 clusters Score -3191642 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -3191657.250000 Penalty: 3350.658691
	Iteration 123Q: 3 clusters Score -3191657 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -3191671.000000 Penalty: 3350.658691
	Iteration 124Q: 3 clusters Score -3191671 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -3191673.750000 Penalty: 3350.658691
	Iteration 125Q: 3 clusters Score -3191674 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -3191683.000000 Penalty: 3350.658691
	Iteration 126Q: 3 clusters Score -3191683 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -3191682.250000 Penalty: 3350.658691
	Iteration 127Q: 3 clusters Score -3191682 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -3191686.750000 Penalty: 3350.658691
	Iteration 128Q: 3 clusters Score -3191687 nChanged 49
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Mstep: Class 1 contains 7518 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3191683 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -3191688.250000 Penalty: 3350.658691
	Iteration 130Q: 3 clusters Score -3191688 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
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Entering Unmasked Estep 
Score: -3191693.500000 Penalty: 3350.658691
	Iteration 131Q: 3 clusters Score -3191694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -3191691.250000 Penalty: 3350.658691
	Iteration 132Q: 3 clusters Score -3191691 nChanged 39
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Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3191692 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 22710 members 
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	Iteration 134Q: 3 clusters Score -3191691 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7281 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3191692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -3191694.500000 Penalty: 3350.658691
	Iteration 136Q: 3 clusters Score -3191694 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7209 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3191690 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3191696 nChanged 39
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Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3191698 nChanged 35
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Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3191697 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7060 members 
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Entering Unmasked Estep 
Score: -3191705.000000 Penalty: 3350.658691
	Iteration 141Q: 3 clusters Score -3191705 nChanged 31
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Mstep: Class 1 contains 7029 members 
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Entering Unmasked Estep 
Score: -3191710.250000 Penalty: 3350.658691
	Iteration 142Q: 3 clusters Score -3191710 nChanged 32
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Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -3191709.000000 Penalty: 3350.658691
	Iteration 143Q: 3 clusters Score -3191709 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
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Entering Unmasked Estep 
Score: -3191716.250000 Penalty: 3350.658691
	Iteration 144Q: 3 clusters Score -3191716 nChanged 19
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Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3191717 nChanged 22
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Mstep: Class 1 contains 6926 members 
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Entering Unmasked Estep 
Score: -3191723.750000 Penalty: 3350.658691
	Iteration 146Q: 3 clusters Score -3191724 nChanged 21
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Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -3191728.250000 Penalty: 3350.658691
	Iteration 147Q: 3 clusters Score -3191728 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3191728 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -3191727.250000 Penalty: 3350.658691
	Iteration 149Q: 3 clusters Score -3191727 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -3191735.500000 Penalty: 3350.658691
	Iteration 150Q: 3 clusters Score -3191736 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -3191732.750000 Penalty: 3350.658691
	Iteration 151Q: 3 clusters Score -3191733 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -3191734.000000 Penalty: 3350.658691
	Iteration 152Q: 3 clusters Score -3191734 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -3191729.000000 Penalty: 3350.658691
	Iteration 153Q: 3 clusters Score -3191729 nChanged 17
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Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3191736 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -3191733.500000 Penalty: 3350.658691
	Iteration 155Q: 3 clusters Score -3191734 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3191734 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6766 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3191733 nChanged 17
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	Iteration 158Q: 3 clusters Score -3191732 nChanged 21
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Mstep: Class 1 contains 6728 members 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3191730 nChanged 20
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Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -3191724.250000 Penalty: 3350.658691
	Iteration 160F: 3 clusters Score -3191724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -3191728.000000 Penalty: 3350.658691
	Iteration 161Q: 3 clusters Score -3191728 nChanged 15
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Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3191728 nChanged 19
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Mstep: Class 1 contains 6660 members 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3191728 nChanged 14
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Mstep: Class 1 contains 6646 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3191734 nChanged 16
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Mstep: Class 1 contains 6630 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3191729 nChanged 19
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Mstep: Class 1 contains 6613 members 
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Entering Unmasked Estep 
Score: -3191735.000000 Penalty: 3350.658691
	Iteration 166Q: 3 clusters Score -3191735 nChanged 17
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Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -3191739.000000 Penalty: 3350.658691
	Iteration 167Q: 3 clusters Score -3191739 nChanged 20
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Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -3191743.250000 Penalty: 3350.658691
	Iteration 168Q: 3 clusters Score -3191743 nChanged 18
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -3191743 nChanged 15
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Entering Unmasked Estep 
Score: -3191748.750000 Penalty: 3350.658691
	Iteration 170Q: 3 clusters Score -3191749 nChanged 17
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Entering Unmasked Estep 
Score: -3191741.750000 Penalty: 3350.658691
	Iteration 171Q: 3 clusters Score -3191742 nChanged 9
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -3191744 nChanged 7
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3191744 nChanged 8
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -3191749 nChanged 11
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Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3191750 nChanged 4
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3191752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -3191753.750000 Penalty: 3350.658691
	Iteration 177Q: 3 clusters Score -3191754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -3191750.250000 Penalty: 3350.658691
	Iteration 178Q: 3 clusters Score -3191750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -3191752.250000 Penalty: 3350.658691
	Iteration 179Q: 3 clusters Score -3191752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -3191753.000000 Penalty: 3350.658691
	Iteration 180F: 3 clusters Score -3191753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -98019.539062 Penalty: 1120.054199
	Iteration 0F: 2 clusters Score -98019.54 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 508 members 
Entering Unmasked Estep 
Score: -96696.601562 Penalty: 2240.108398
	Iteration 0F: 3 clusters Score -96696.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -97115.632812 Penalty: 2240.108398
	Iteration 1F: 3 clusters Score -97115.63 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -97395.687500 Penalty: 2240.108398
	Iteration 2F: 3 clusters Score -97395.69 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -97638.351562 Penalty: 2240.108398
	Iteration 3F: 3 clusters Score -97638.35 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -97836.164062 Penalty: 2240.108398
	Iteration 4F: 3 clusters Score -97836.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -97932.429688 Penalty: 2240.108398
	Iteration 5Q: 3 clusters Score -97932.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -97955.281250 Penalty: 2240.108398
	Iteration 6Q: 3 clusters Score -97955.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -97972.398438 Penalty: 2240.108398
	Iteration 7Q: 3 clusters Score -97972.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -97978.789062 Penalty: 2240.108398
	Iteration 8Q: 3 clusters Score -97978.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -97987.289062 Penalty: 2240.108398
	Iteration 9Q: 3 clusters Score -97987.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -97989.109375 Penalty: 2240.108398
	Iteration 10Q: 3 clusters Score -97989.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -97989.109375 Penalty: 2240.108398
	Iteration 11F: 3 clusters Score -97989.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Entering Unmasked Estep 
Score: -94645.218750 Penalty: 1123.966187
	Iteration 0F: 2 clusters Score -94645.22 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 499 members 
Entering Unmasked Estep 
Score: -93231.039062 Penalty: 2247.932373
	Iteration 0F: 3 clusters Score -93231.04 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -93509.984375 Penalty: 2247.932373
	Iteration 1F: 3 clusters Score -93509.98 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -93602.250000 Penalty: 2247.932373
	Iteration 2F: 3 clusters Score -93602.25 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -93650.257812 Penalty: 2247.932373
	Iteration 3Q: 3 clusters Score -93650.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -93688.757812 Penalty: 2247.932373
	Iteration 4Q: 3 clusters Score -93688.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -93704.390625 Penalty: 2247.932373
	Iteration 5Q: 3 clusters Score -93704.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -93717.156250 Penalty: 2247.932373
	Iteration 6Q: 3 clusters Score -93717.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -93730.281250 Penalty: 2247.932373
	Iteration 7Q: 3 clusters Score -93730.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -93735.453125 Penalty: 2247.932373
	Iteration 8Q: 3 clusters Score -93735.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -93738.257812 Penalty: 2247.932373
	Iteration 9Q: 3 clusters Score -93738.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -93739.203125 Penalty: 2247.932373
	Iteration 10Q: 3 clusters Score -93739.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -93739.203125 Penalty: 2247.932373
	Iteration 11F: 3 clusters Score -93739.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Entering Unmasked Estep 
Score: -2203165.750000 Penalty: 1615.150146
	Iteration 0F: 2 clusters Score -2203166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2189065.750000 Penalty: 3230.300293
	Iteration 0F: 3 clusters Score -2189066 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2194385.750000 Penalty: 3230.300293
	Iteration 1F: 3 clusters Score -2194386 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2195058.250000 Penalty: 3230.300293
	Iteration 2F: 3 clusters Score -2195058 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2195900.500000 Penalty: 3230.300293
	Iteration 3F: 3 clusters Score -2195900 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2196942.000000 Penalty: 3230.300293
	Iteration 4F: 3 clusters Score -2196942 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2198195.250000 Penalty: 3230.300293
	Iteration 5F: 3 clusters Score -2198195 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2199460.750000 Penalty: 3230.300293
	Iteration 6F: 3 clusters Score -2199461 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2200576.500000 Penalty: 3230.300293
	Iteration 7F: 3 clusters Score -2200576 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2201377.250000 Penalty: 3230.300293
	Iteration 8Q: 3 clusters Score -2201377 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -2201802.500000 Penalty: 3230.300293
	Iteration 9Q: 3 clusters Score -2201802 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2201991.500000 Penalty: 3230.300293
	Iteration 10Q: 3 clusters Score -2201992 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2202070.000000 Penalty: 3230.300293
	Iteration 11Q: 3 clusters Score -2202070 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -2202118.250000 Penalty: 3230.300293
	Iteration 12Q: 3 clusters Score -2202118 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2202145.250000 Penalty: 3230.300293
	Iteration 13Q: 3 clusters Score -2202145 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2202169.250000 Penalty: 3230.300293
	Iteration 14Q: 3 clusters Score -2202169 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -2202177.500000 Penalty: 3230.300293
	Iteration 15Q: 3 clusters Score -2202178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -2202186.250000 Penalty: 3230.300293
	Iteration 16Q: 3 clusters Score -2202186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2202190.750000 Penalty: 3230.300293
	Iteration 17Q: 3 clusters Score -2202191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2202195.750000 Penalty: 3230.300293
	Iteration 18Q: 3 clusters Score -2202196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2202207.250000 Penalty: 3230.300293
	Iteration 19Q: 3 clusters Score -2202207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2202210.250000 Penalty: 3230.300293
	Iteration 20F: 3 clusters Score -2202210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2202214.500000 Penalty: 3230.300293
	Iteration 21Q: 3 clusters Score -2202214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2202217.750000 Penalty: 3230.300293
	Iteration 22Q: 3 clusters Score -2202218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2202215.750000 Penalty: 3230.300293
	Iteration 23Q: 3 clusters Score -2202216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2202217.750000 Penalty: 3230.300293
	Iteration 24Q: 3 clusters Score -2202218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -2202224.750000 Penalty: 3230.300293
	Iteration 25Q: 3 clusters Score -2202225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -2202224.500000 Penalty: 3230.300293
	Iteration 26Q: 3 clusters Score -2202224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2202227.500000 Penalty: 3230.300293
	Iteration 27Q: 3 clusters Score -2202228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -2202230.250000 Penalty: 3230.300293
	Iteration 28Q: 3 clusters Score -2202230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2202232.750000 Penalty: 3230.300293
	Iteration 29Q: 3 clusters Score -2202233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2202232.500000 Penalty: 3230.300293
	Iteration 30Q: 3 clusters Score -2202232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -2202233.750000 Penalty: 3230.300293
	Iteration 31Q: 3 clusters Score -2202234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2202238.000000 Penalty: 3230.300293
	Iteration 32Q: 3 clusters Score -2202238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2202238.250000 Penalty: 3230.300293
	Iteration 33Q: 3 clusters Score -2202238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2202240.500000 Penalty: 3230.300293
	Iteration 34Q: 3 clusters Score -2202240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2202241.250000 Penalty: 3230.300293
	Iteration 35Q: 3 clusters Score -2202241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2202242.750000 Penalty: 3230.300293
	Iteration 36Q: 3 clusters Score -2202243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2202245.500000 Penalty: 3230.300293
	Iteration 37Q: 3 clusters Score -2202246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2202245.000000 Penalty: 3230.300293
	Iteration 38Q: 3 clusters Score -2202245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2202249.000000 Penalty: 3230.300293
	Iteration 39Q: 3 clusters Score -2202249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2202249.500000 Penalty: 3230.300293
	Iteration 40F: 3 clusters Score -2202250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2202250.250000 Penalty: 3230.300293
	Iteration 41Q: 3 clusters Score -2202250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2202250.500000 Penalty: 3230.300293
	Iteration 42Q: 3 clusters Score -2202250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2202249.750000 Penalty: 3230.300293
	Iteration 43Q: 3 clusters Score -2202250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2202249.000000 Penalty: 3230.300293
	Iteration 44Q: 3 clusters Score -2202249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2202249.750000 Penalty: 3230.300293
	Iteration 45Q: 3 clusters Score -2202250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2202249.750000 Penalty: 3230.300293
	Iteration 46F: 3 clusters Score -2202250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Entering Unmasked Estep 
Score: -126855.585938 Penalty: 1180.177124
	Iteration 0F: 2 clusters Score -126855.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -125140.117188 Penalty: 2360.354248
	Iteration 0F: 3 clusters Score -125140.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -125554.039062 Penalty: 2360.354248
	Iteration 1F: 3 clusters Score -125554 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -125680.539062 Penalty: 2360.354248
	Iteration 2F: 3 clusters Score -125680.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -125746.914062 Penalty: 2360.354248
	Iteration 3F: 3 clusters Score -125746.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -125788.101562 Penalty: 2360.354248
	Iteration 4Q: 3 clusters Score -125788.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -125812.054688 Penalty: 2360.354248
	Iteration 5Q: 3 clusters Score -125812.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -125841.062500 Penalty: 2360.354248
	Iteration 6Q: 3 clusters Score -125841.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -125872.640625 Penalty: 2360.354248
	Iteration 7Q: 3 clusters Score -125872.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -125898.226562 Penalty: 2360.354248
	Iteration 8Q: 3 clusters Score -125898.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -125926.101562 Penalty: 2360.354248
	Iteration 9Q: 3 clusters Score -125926.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -125949.437500 Penalty: 2360.354248
	Iteration 10Q: 3 clusters Score -125949.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -125964.789062 Penalty: 2360.354248
	Iteration 11Q: 3 clusters Score -125964.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -125973.937500 Penalty: 2360.354248
	Iteration 12Q: 3 clusters Score -125973.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -125980.398438 Penalty: 2360.354248
	Iteration 13Q: 3 clusters Score -125980.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -125985.273438 Penalty: 2360.354248
	Iteration 14Q: 3 clusters Score -125985.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -125988.351562 Penalty: 2360.354248
	Iteration 15Q: 3 clusters Score -125988.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -125990.835938 Penalty: 2360.354248
	Iteration 16Q: 3 clusters Score -125990.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -125993.304688 Penalty: 2360.354248
	Iteration 17Q: 3 clusters Score -125993.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -125995.484375 Penalty: 2360.354248
	Iteration 18Q: 3 clusters Score -125995.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -125999.273438 Penalty: 2360.354248
	Iteration 19Q: 3 clusters Score -125999.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -126003.000000 Penalty: 2360.354248
	Iteration 20F: 3 clusters Score -126003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (38885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Entering Unmasked Estep 
Score: -4124996.500000 Penalty: 1717.359131
	Iteration 0F: 2 clusters Score -4124996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -4098842.750000 Penalty: 3434.718262
	Iteration 0F: 3 clusters Score -4098843 nChanged 18171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -4109520.250000 Penalty: 3434.718262
	Iteration 1F: 3 clusters Score -4109520 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -4110288.000000 Penalty: 3434.718262
	Iteration 2Q: 3 clusters Score -4110288 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -4110971.500000 Penalty: 3434.718262
	Iteration 3Q: 3 clusters Score -4110972 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -4111602.000000 Penalty: 3434.718262
	Iteration 4Q: 3 clusters Score -4111602 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -4112267.500000 Penalty: 3434.718262
	Iteration 5Q: 3 clusters Score -4112268 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -4112874.750000 Penalty: 3434.718262
	Iteration 6Q: 3 clusters Score -4112875 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -4113594.250000 Penalty: 3434.718262
	Iteration 7Q: 3 clusters Score -4113594 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -4114470.500000 Penalty: 3434.718262
	Iteration 8Q: 3 clusters Score -4114470 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -4115556.750000 Penalty: 3434.718262
	Iteration 9Q: 3 clusters Score -4115557 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -4116752.000000 Penalty: 3434.718262
	Iteration 10Q: 3 clusters Score -4116752 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -4117686.750000 Penalty: 3434.718262
	Iteration 11Q: 3 clusters Score -4117687 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -4118373.500000 Penalty: 3434.718262
	Iteration 12Q: 3 clusters Score -4118374 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -4118892.250000 Penalty: 3434.718262
	Iteration 13Q: 3 clusters Score -4118892 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -4119343.750000 Penalty: 3434.718262
	Iteration 14Q: 3 clusters Score -4119344 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -4119883.000000 Penalty: 3434.718262
	Iteration 15Q: 3 clusters Score -4119883 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -4120482.000000 Penalty: 3434.718262
	Iteration 16Q: 3 clusters Score -4120482 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -4121041.250000 Penalty: 3434.718262
	Iteration 17Q: 3 clusters Score -4121041 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -4121528.500000 Penalty: 3434.718262
	Iteration 18Q: 3 clusters Score -4121528 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -4121882.250000 Penalty: 3434.718262
	Iteration 19Q: 3 clusters Score -4121882 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -4122166.500000 Penalty: 3434.718262
	Iteration 20F: 3 clusters Score -4122166 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -4122323.500000 Penalty: 3434.718262
	Iteration 21Q: 3 clusters Score -4122324 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -4122436.750000 Penalty: 3434.718262
	Iteration 22Q: 3 clusters Score -4122437 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -4122489.500000 Penalty: 3434.718262
	Iteration 23Q: 3 clusters Score -4122490 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -4122527.000000 Penalty: 3434.718262
	Iteration 24Q: 3 clusters Score -4122527 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -4122563.500000 Penalty: 3434.718262
	Iteration 25Q: 3 clusters Score -4122564 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -4122602.000000 Penalty: 3434.718262
	Iteration 26Q: 3 clusters Score -4122602 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -4122613.250000 Penalty: 3434.718262
	Iteration 27Q: 3 clusters Score -4122613 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -4122626.250000 Penalty: 3434.718262
	Iteration 28Q: 3 clusters Score -4122626 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -4122625.250000 Penalty: 3434.718262
	Iteration 29Q: 3 clusters Score -4122625 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -4122641.500000 Penalty: 3434.718262
	Iteration 30Q: 3 clusters Score -4122642 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -4122642.750000 Penalty: 3434.718262
	Iteration 31Q: 3 clusters Score -4122643 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -4122655.500000 Penalty: 3434.718262
	Iteration 32Q: 3 clusters Score -4122656 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -4122661.000000 Penalty: 3434.718262
	Iteration 33Q: 3 clusters Score -4122661 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -4122670.250000 Penalty: 3434.718262
	Iteration 34Q: 3 clusters Score -4122670 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -4122662.250000 Penalty: 3434.718262
	Iteration 35Q: 3 clusters Score -4122662 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -4122668.250000 Penalty: 3434.718262
	Iteration 36Q: 3 clusters Score -4122668 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -4122671.500000 Penalty: 3434.718262
	Iteration 37Q: 3 clusters Score -4122672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -4122682.250000 Penalty: 3434.718262
	Iteration 38Q: 3 clusters Score -4122682 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -4122688.500000 Penalty: 3434.718262
	Iteration 39Q: 3 clusters Score -4122688 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -4122689.500000 Penalty: 3434.718262
	Iteration 40F: 3 clusters Score -4122690 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -4122694.500000 Penalty: 3434.718262
	Iteration 41Q: 3 clusters Score -4122694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -4122697.000000 Penalty: 3434.718262
	Iteration 42Q: 3 clusters Score -4122697 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -4122696.750000 Penalty: 3434.718262
	Iteration 43Q: 3 clusters Score -4122697 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -4122691.750000 Penalty: 3434.718262
	Iteration 44Q: 3 clusters Score -4122692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -4122690.500000 Penalty: 3434.718262
	Iteration 45Q: 3 clusters Score -4122690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -4122695.500000 Penalty: 3434.718262
	Iteration 46Q: 3 clusters Score -4122696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -4122702.750000 Penalty: 3434.718262
	Iteration 47Q: 3 clusters Score -4122703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -4122703.250000 Penalty: 3434.718262
	Iteration 48Q: 3 clusters Score -4122703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -4122709.750000 Penalty: 3434.718262
	Iteration 49Q: 3 clusters Score -4122710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -4122713.500000 Penalty: 3434.718262
	Iteration 50Q: 3 clusters Score -4122714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -4122709.000000 Penalty: 3434.718262
	Iteration 51Q: 3 clusters Score -4122709 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -4122709.250000 Penalty: 3434.718262
	Iteration 52Q: 3 clusters Score -4122709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -4122719.250000 Penalty: 3434.718262
	Iteration 53Q: 3 clusters Score -4122719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -4122719.000000 Penalty: 3434.718262
	Iteration 54Q: 3 clusters Score -4122719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -4122718.250000 Penalty: 3434.718262
	Iteration 55Q: 3 clusters Score -4122718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -4122719.750000 Penalty: 3434.718262
	Iteration 56Q: 3 clusters Score -4122720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -4122710.000000 Penalty: 3434.718262
	Iteration 57Q: 3 clusters Score -4122710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -4122714.250000 Penalty: 3434.718262
	Iteration 58Q: 3 clusters Score -4122714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -4122713.500000 Penalty: 3434.718262
	Iteration 59Q: 3 clusters Score -4122714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -4122730.500000 Penalty: 3434.718262
	Iteration 60F: 3 clusters Score -4122730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -4122721.250000 Penalty: 3434.718262
	Iteration 61Q: 3 clusters Score -4122721 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -4122722.750000 Penalty: 3434.718262
	Iteration 62Q: 3 clusters Score -4122723 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -4122727.500000 Penalty: 3434.718262
	Iteration 63Q: 3 clusters Score -4122728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -4122728.250000 Penalty: 3434.718262
	Iteration 64Q: 3 clusters Score -4122728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -4122733.500000 Penalty: 3434.718262
	Iteration 65Q: 3 clusters Score -4122734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -4122726.000000 Penalty: 3434.718262
	Iteration 66Q: 3 clusters Score -4122726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -4122727.250000 Penalty: 3434.718262
	Iteration 67Q: 3 clusters Score -4122727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -4122732.500000 Penalty: 3434.718262
	Iteration 68Q: 3 clusters Score -4122732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -4122733.750000 Penalty: 3434.718262
	Iteration 69Q: 3 clusters Score -4122734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -4122732.750000 Penalty: 3434.718262
	Iteration 70Q: 3 clusters Score -4122733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -4122739.000000 Penalty: 3434.718262
	Iteration 71Q: 3 clusters Score -4122739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -4122738.250000 Penalty: 3434.718262
	Iteration 72Q: 3 clusters Score -4122738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -4122737.500000 Penalty: 3434.718262
	Iteration 73Q: 3 clusters Score -4122738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -4122737.500000 Penalty: 3434.718262
	Iteration 74F: 3 clusters Score -4122738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Entering Unmasked Estep 
Score: -1061758.375000 Penalty: 1501.735840
	Iteration 0F: 2 clusters Score -1061758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1054430.750000 Penalty: 3003.471680
	Iteration 0F: 3 clusters Score -1054431 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1056874.500000 Penalty: 3003.471680
	Iteration 1F: 3 clusters Score -1056874 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1057218.125000 Penalty: 3003.471680
	Iteration 2F: 3 clusters Score -1057218 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1057502.875000 Penalty: 3003.471680
	Iteration 3F: 3 clusters Score -1057503 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1057745.250000 Penalty: 3003.471680
	Iteration 4F: 3 clusters Score -1057745 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1057966.000000 Penalty: 3003.471680
	Iteration 5Q: 3 clusters Score -1057966 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1058199.000000 Penalty: 3003.471680
	Iteration 6Q: 3 clusters Score -1058199 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1058476.750000 Penalty: 3003.471680
	Iteration 7Q: 3 clusters Score -1058477 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1058782.250000 Penalty: 3003.471680
	Iteration 8Q: 3 clusters Score -1058782 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1059152.000000 Penalty: 3003.471680
	Iteration 9Q: 3 clusters Score -1059152 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1059529.875000 Penalty: 3003.471680
	Iteration 10Q: 3 clusters Score -1059530 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1059896.875000 Penalty: 3003.471680
	Iteration 11Q: 3 clusters Score -1059897 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1060181.500000 Penalty: 3003.471680
	Iteration 12Q: 3 clusters Score -1060182 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1060387.875000 Penalty: 3003.471680
	Iteration 13Q: 3 clusters Score -1060388 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1060509.250000 Penalty: 3003.471680
	Iteration 14Q: 3 clusters Score -1060509 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1060592.000000 Penalty: 3003.471680
	Iteration 15Q: 3 clusters Score -1060592 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1060646.250000 Penalty: 3003.471680
	Iteration 16Q: 3 clusters Score -1060646 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1060687.875000 Penalty: 3003.471680
	Iteration 17Q: 3 clusters Score -1060688 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1060714.875000 Penalty: 3003.471680
	Iteration 18Q: 3 clusters Score -1060715 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1060733.500000 Penalty: 3003.471680
	Iteration 19Q: 3 clusters Score -1060734 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1060748.750000 Penalty: 3003.471680
	Iteration 20F: 3 clusters Score -1060749 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1060757.375000 Penalty: 3003.471680
	Iteration 21Q: 3 clusters Score -1060757 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1060759.375000 Penalty: 3003.471680
	Iteration 22Q: 3 clusters Score -1060759 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1060765.750000 Penalty: 3003.471680
	Iteration 23Q: 3 clusters Score -1060766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1060768.625000 Penalty: 3003.471680
	Iteration 24Q: 3 clusters Score -1060769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1060770.375000 Penalty: 3003.471680
	Iteration 25Q: 3 clusters Score -1060770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1060771.875000 Penalty: 3003.471680
	Iteration 26Q: 3 clusters Score -1060772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1060769.750000 Penalty: 3003.471680
	Iteration 27Q: 3 clusters Score -1060770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1060773.375000 Penalty: 3003.471680
	Iteration 28Q: 3 clusters Score -1060773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1060776.500000 Penalty: 3003.471680
	Iteration 29Q: 3 clusters Score -1060776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1060774.625000 Penalty: 3003.471680
	Iteration 30Q: 3 clusters Score -1060775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1060774.125000 Penalty: 3003.471680
	Iteration 31Q: 3 clusters Score -1060774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1060774.750000 Penalty: 3003.471680
	Iteration 32Q: 3 clusters Score -1060775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1060777.375000 Penalty: 3003.471680
	Iteration 33Q: 3 clusters Score -1060777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1060778.375000 Penalty: 3003.471680
	Iteration 34Q: 3 clusters Score -1060778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1060779.500000 Penalty: 3003.471680
	Iteration 35Q: 3 clusters Score -1060780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1060780.000000 Penalty: 3003.471680
	Iteration 36Q: 3 clusters Score -1060780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1060780.375000 Penalty: 3003.471680
	Iteration 37Q: 3 clusters Score -1060780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1060779.875000 Penalty: 3003.471680
	Iteration 38Q: 3 clusters Score -1060780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1060780.125000 Penalty: 3003.471680
	Iteration 39Q: 3 clusters Score -1060780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1060779.125000 Penalty: 3003.471680
	Iteration 40F: 3 clusters Score -1060779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1060782.125000 Penalty: 3003.471680
	Iteration 41Q: 3 clusters Score -1060782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1060782.500000 Penalty: 3003.471680
	Iteration 42Q: 3 clusters Score -1060782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1060782.000000 Penalty: 3003.471680
	Iteration 43Q: 3 clusters Score -1060782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1060782.125000 Penalty: 3003.471680
	Iteration 44Q: 3 clusters Score -1060782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1060782.000000 Penalty: 3003.471680
	Iteration 45Q: 3 clusters Score -1060782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1060781.375000 Penalty: 3003.471680
	Iteration 46Q: 3 clusters Score -1060781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1060781.625000 Penalty: 3003.471680
	Iteration 47Q: 3 clusters Score -1060782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1060782.000000 Penalty: 3003.471680
	Iteration 48Q: 3 clusters Score -1060782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1060781.875000 Penalty: 3003.471680
	Iteration 49Q: 3 clusters Score -1060782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1060784.000000 Penalty: 3003.471680
	Iteration 50Q: 3 clusters Score -1060784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1060782.625000 Penalty: 3003.471680
	Iteration 51Q: 3 clusters Score -1060783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1060782.125000 Penalty: 3003.471680
	Iteration 52Q: 3 clusters Score -1060782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1060784.000000 Penalty: 3003.471680
	Iteration 53Q: 3 clusters Score -1060784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1060784.125000 Penalty: 3003.471680
	Iteration 54Q: 3 clusters Score -1060784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1060784.000000 Penalty: 3003.471680
	Iteration 55Q: 3 clusters Score -1060784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1060787.250000 Penalty: 3003.471680
	Iteration 56Q: 3 clusters Score -1060787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1060786.250000 Penalty: 3003.471680
	Iteration 57Q: 3 clusters Score -1060786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1060784.750000 Penalty: 3003.471680
	Iteration 58Q: 3 clusters Score -1060785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1060786.125000 Penalty: 3003.471680
	Iteration 59Q: 3 clusters Score -1060786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1060787.250000 Penalty: 3003.471680
	Iteration 60F: 3 clusters Score -1060787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1060787.625000 Penalty: 3003.471680
	Iteration 61Q: 3 clusters Score -1060788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1060788.000000 Penalty: 3003.471680
	Iteration 62Q: 3 clusters Score -1060788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1060786.500000 Penalty: 3003.471680
	Iteration 63Q: 3 clusters Score -1060786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1060787.125000 Penalty: 3003.471680
	Iteration 64Q: 3 clusters Score -1060787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1060786.625000 Penalty: 3003.471680
	Iteration 65Q: 3 clusters Score -1060787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1060786.500000 Penalty: 3003.471680
	Iteration 66Q: 3 clusters Score -1060786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1060788.000000 Penalty: 3003.471680
	Iteration 67Q: 3 clusters Score -1060788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1060790.000000 Penalty: 3003.471680
	Iteration 68Q: 3 clusters Score -1060790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1060790.875000 Penalty: 3003.471680
	Iteration 69Q: 3 clusters Score -1060791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1060793.375000 Penalty: 3003.471680
	Iteration 70Q: 3 clusters Score -1060793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1060796.375000 Penalty: 3003.471680
	Iteration 71Q: 3 clusters Score -1060796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1060802.625000 Penalty: 3003.471680
	Iteration 72Q: 3 clusters Score -1060803 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1060811.875000 Penalty: 3003.471680
	Iteration 73Q: 3 clusters Score -1060812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1060825.500000 Penalty: 3003.471680
	Iteration 74Q: 3 clusters Score -1060826 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1060836.875000 Penalty: 3003.471680
	Iteration 75Q: 3 clusters Score -1060837 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1060847.875000 Penalty: 3003.471680
	Iteration 76Q: 3 clusters Score -1060848 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1060857.500000 Penalty: 3003.471680
	Iteration 77Q: 3 clusters Score -1060858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1060862.375000 Penalty: 3003.471680
	Iteration 78Q: 3 clusters Score -1060862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1060867.125000 Penalty: 3003.471680
	Iteration 79Q: 3 clusters Score -1060867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1060872.500000 Penalty: 3003.471680
	Iteration 80F: 3 clusters Score -1060872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1060875.500000 Penalty: 3003.471680
	Iteration 81Q: 3 clusters Score -1060876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1060876.750000 Penalty: 3003.471680
	Iteration 82Q: 3 clusters Score -1060877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1060882.625000 Penalty: 3003.471680
	Iteration 83Q: 3 clusters Score -1060883 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1060891.125000 Penalty: 3003.471680
	Iteration 84Q: 3 clusters Score -1060891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1060895.375000 Penalty: 3003.471680
	Iteration 85Q: 3 clusters Score -1060895 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1060901.250000 Penalty: 3003.471680
	Iteration 86Q: 3 clusters Score -1060901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1060906.750000 Penalty: 3003.471680
	Iteration 87Q: 3 clusters Score -1060907 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1060913.250000 Penalty: 3003.471680
	Iteration 88Q: 3 clusters Score -1060913 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1060918.125000 Penalty: 3003.471680
	Iteration 89Q: 3 clusters Score -1060918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1060922.750000 Penalty: 3003.471680
	Iteration 90Q: 3 clusters Score -1060923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1060921.750000 Penalty: 3003.471680
	Iteration 91Q: 3 clusters Score -1060922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1060922.000000 Penalty: 3003.471680
	Iteration 92Q: 3 clusters Score -1060922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1060927.625000 Penalty: 3003.471680
	Iteration 93Q: 3 clusters Score -1060928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1060927.375000 Penalty: 3003.471680
	Iteration 94Q: 3 clusters Score -1060927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1060927.000000 Penalty: 3003.471680
	Iteration 95Q: 3 clusters Score -1060927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1060927.000000 Penalty: 3003.471680
	Iteration 96F: 3 clusters Score -1060927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Entering Unmasked Estep 
Score: -514128.312500 Penalty: 1381.521973
	Iteration 0F: 2 clusters Score -514128.3 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 2439 members 
Entering Unmasked Estep 
Score: -510184.500000 Penalty: 2763.043945
	Iteration 0F: 3 clusters Score -510184.5 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -511260.031250 Penalty: 2763.043945
	Iteration 1F: 3 clusters Score -511260 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -511463.468750 Penalty: 2763.043945
	Iteration 2F: 3 clusters Score -511463.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -511611.718750 Penalty: 2763.043945
	Iteration 3F: 3 clusters Score -511611.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -511728.750000 Penalty: 2763.043945
	Iteration 4Q: 3 clusters Score -511728.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -511822.656250 Penalty: 2763.043945
	Iteration 5Q: 3 clusters Score -511822.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -511906.218750 Penalty: 2763.043945
	Iteration 6Q: 3 clusters Score -511906.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -511992.750000 Penalty: 2763.043945
	Iteration 7Q: 3 clusters Score -511992.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -512088.656250 Penalty: 2763.043945
	Iteration 8Q: 3 clusters Score -512088.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -512175.437500 Penalty: 2763.043945
	Iteration 9Q: 3 clusters Score -512175.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -512267.718750 Penalty: 2763.043945
	Iteration 10Q: 3 clusters Score -512267.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -512347.250000 Penalty: 2763.043945
	Iteration 11Q: 3 clusters Score -512347.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -512419.218750 Penalty: 2763.043945
	Iteration 12Q: 3 clusters Score -512419.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -512489.062500 Penalty: 2763.043945
	Iteration 13Q: 3 clusters Score -512489.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -512561.156250 Penalty: 2763.043945
	Iteration 14Q: 3 clusters Score -512561.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -512619.406250 Penalty: 2763.043945
	Iteration 15Q: 3 clusters Score -512619.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -512667.156250 Penalty: 2763.043945
	Iteration 16Q: 3 clusters Score -512667.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -512717.125000 Penalty: 2763.043945
	Iteration 17Q: 3 clusters Score -512717.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -512762.468750 Penalty: 2763.043945
	Iteration 18Q: 3 clusters Score -512762.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -512812.687500 Penalty: 2763.043945
	Iteration 19Q: 3 clusters Score -512812.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -512858.875000 Penalty: 2763.043945
	Iteration 20F: 3 clusters Score -512858.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -512902.875000 Penalty: 2763.043945
	Iteration 21Q: 3 clusters Score -512902.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -512944.312500 Penalty: 2763.043945
	Iteration 22Q: 3 clusters Score -512944.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -512991.906250 Penalty: 2763.043945
	Iteration 23Q: 3 clusters Score -512991.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -513036.156250 Penalty: 2763.043945
	Iteration 24Q: 3 clusters Score -513036.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -513084.281250 Penalty: 2763.043945
	Iteration 25Q: 3 clusters Score -513084.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -513137.062500 Penalty: 2763.043945
	Iteration 26Q: 3 clusters Score -513137.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -513184.406250 Penalty: 2763.043945
	Iteration 27Q: 3 clusters Score -513184.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -513227.781250 Penalty: 2763.043945
	Iteration 28Q: 3 clusters Score -513227.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -513263.250000 Penalty: 2763.043945
	Iteration 29Q: 3 clusters Score -513263.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -513284.000000 Penalty: 2763.043945
	Iteration 30Q: 3 clusters Score -513284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -513295.125000 Penalty: 2763.043945
	Iteration 31Q: 3 clusters Score -513295.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -513304.843750 Penalty: 2763.043945
	Iteration 32Q: 3 clusters Score -513304.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -513309.312500 Penalty: 2763.043945
	Iteration 33Q: 3 clusters Score -513309.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -513312.312500 Penalty: 2763.043945
	Iteration 34Q: 3 clusters Score -513312.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -513314.250000 Penalty: 2763.043945
	Iteration 35Q: 3 clusters Score -513314.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -513315.812500 Penalty: 2763.043945
	Iteration 36Q: 3 clusters Score -513315.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -513316.875000 Penalty: 2763.043945
	Iteration 37Q: 3 clusters Score -513316.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -513319.156250 Penalty: 2763.043945
	Iteration 38Q: 3 clusters Score -513319.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -513319.562500 Penalty: 2763.043945
	Iteration 39Q: 3 clusters Score -513319.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -513319.875000 Penalty: 2763.043945
	Iteration 40F: 3 clusters Score -513319.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -513320.875000 Penalty: 2763.043945
	Iteration 41Q: 3 clusters Score -513320.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -513321.593750 Penalty: 2763.043945
	Iteration 42Q: 3 clusters Score -513321.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -513322.531250 Penalty: 2763.043945
	Iteration 43Q: 3 clusters Score -513322.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -513323.281250 Penalty: 2763.043945
	Iteration 44Q: 3 clusters Score -513323.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -513323.843750 Penalty: 2763.043945
	Iteration 45Q: 3 clusters Score -513323.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -513323.437500 Penalty: 2763.043945
	Iteration 46Q: 3 clusters Score -513323.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -513324.031250 Penalty: 2763.043945
	Iteration 47Q: 3 clusters Score -513324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -513324.531250 Penalty: 2763.043945
	Iteration 48Q: 3 clusters Score -513324.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -513325.687500 Penalty: 2763.043945
	Iteration 49Q: 3 clusters Score -513325.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -513325.593750 Penalty: 2763.043945
	Iteration 50Q: 3 clusters Score -513325.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -513326.875000 Penalty: 2763.043945
	Iteration 51Q: 3 clusters Score -513326.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -513327.656250 Penalty: 2763.043945
	Iteration 52Q: 3 clusters Score -513327.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -513327.968750 Penalty: 2763.043945
	Iteration 53Q: 3 clusters Score -513328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -513328.781250 Penalty: 2763.043945
	Iteration 54Q: 3 clusters Score -513328.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -513328.656250 Penalty: 2763.043945
	Iteration 55Q: 3 clusters Score -513328.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -513329.968750 Penalty: 2763.043945
	Iteration 56Q: 3 clusters Score -513330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -513329.968750 Penalty: 2763.043945
	Iteration 57F: 3 clusters Score -513330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Entering Unmasked Estep 
Score: -566186.000000 Penalty: 1395.886597
	Iteration 0F: 2 clusters Score -566186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -561922.500000 Penalty: 2791.773193
	Iteration 0F: 3 clusters Score -561922.5 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -563175.750000 Penalty: 2791.773193
	Iteration 1F: 3 clusters Score -563175.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -563433.937500 Penalty: 2791.773193
	Iteration 2F: 3 clusters Score -563433.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -563634.375000 Penalty: 2791.773193
	Iteration 3F: 3 clusters Score -563634.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -563807.125000 Penalty: 2791.773193
	Iteration 4F: 3 clusters Score -563807.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -563959.750000 Penalty: 2791.773193
	Iteration 5Q: 3 clusters Score -563959.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -564105.437500 Penalty: 2791.773193
	Iteration 6Q: 3 clusters Score -564105.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -564234.937500 Penalty: 2791.773193
	Iteration 7Q: 3 clusters Score -564234.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -564341.500000 Penalty: 2791.773193
	Iteration 8Q: 3 clusters Score -564341.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -564455.750000 Penalty: 2791.773193
	Iteration 9Q: 3 clusters Score -564455.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -564587.125000 Penalty: 2791.773193
	Iteration 10Q: 3 clusters Score -564587.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -564771.437500 Penalty: 2791.773193
	Iteration 11Q: 3 clusters Score -564771.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -564967.375000 Penalty: 2791.773193
	Iteration 12Q: 3 clusters Score -564967.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -565199.062500 Penalty: 2791.773193
	Iteration 13Q: 3 clusters Score -565199.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -565395.500000 Penalty: 2791.773193
	Iteration 14Q: 3 clusters Score -565395.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -565540.687500 Penalty: 2791.773193
	Iteration 15Q: 3 clusters Score -565540.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -565643.187500 Penalty: 2791.773193
	Iteration 16Q: 3 clusters Score -565643.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -565752.687500 Penalty: 2791.773193
	Iteration 17Q: 3 clusters Score -565752.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -565855.937500 Penalty: 2791.773193
	Iteration 18Q: 3 clusters Score -565855.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -565932.312500 Penalty: 2791.773193
	Iteration 19Q: 3 clusters Score -565932.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -565981.062500 Penalty: 2791.773193
	Iteration 20F: 3 clusters Score -565981.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -566008.500000 Penalty: 2791.773193
	Iteration 21Q: 3 clusters Score -566008.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -566025.312500 Penalty: 2791.773193
	Iteration 22Q: 3 clusters Score -566025.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -566031.375000 Penalty: 2791.773193
	Iteration 23Q: 3 clusters Score -566031.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -566033.937500 Penalty: 2791.773193
	Iteration 24Q: 3 clusters Score -566033.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -566035.062500 Penalty: 2791.773193
	Iteration 25Q: 3 clusters Score -566035.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -566034.375000 Penalty: 2791.773193
	Iteration 26Q: 3 clusters Score -566034.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -566036.187500 Penalty: 2791.773193
	Iteration 27Q: 3 clusters Score -566036.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -566036.875000 Penalty: 2791.773193
	Iteration 28Q: 3 clusters Score -566036.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -566039.000000 Penalty: 2791.773193
	Iteration 29Q: 3 clusters Score -566039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -566039.125000 Penalty: 2791.773193
	Iteration 30Q: 3 clusters Score -566039.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -566039.562500 Penalty: 2791.773193
	Iteration 31Q: 3 clusters Score -566039.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -566039.562500 Penalty: 2791.773193
	Iteration 32F: 3 clusters Score -566039.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -10542.351562 Penalty: 823.696960
	Iteration 0F: 2 clusters Score -10542.35 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 79 members 
Entering Unmasked Estep 
Score: -10012.982422 Penalty: 1647.393921
	Iteration 0F: 3 clusters Score -10012.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10296.720703 Penalty: 1647.393921
	Iteration 1F: 3 clusters Score -10296.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10352.177734 Penalty: 1647.393921
	Iteration 2F: 3 clusters Score -10352.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10376.342773 Penalty: 1647.393921
	Iteration 3Q: 3 clusters Score -10376.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10383.052734 Penalty: 1647.393921
	Iteration 4Q: 3 clusters Score -10383.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10390.325195 Penalty: 1647.393921
	Iteration 5Q: 3 clusters Score -10390.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10390.325195 Penalty: 1647.393921
	Iteration 6F: 3 clusters Score -10390.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Entering Unmasked Estep 
Score: -158092.828125 Penalty: 1198.071289
	Iteration 0F: 2 clusters Score -158092.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -156273.296875 Penalty: 2396.142578
	Iteration 0F: 3 clusters Score -156273.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -156677.625000 Penalty: 2396.142578
	Iteration 1F: 3 clusters Score -156677.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -156831.140625 Penalty: 2396.142578
	Iteration 2F: 3 clusters Score -156831.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -156958.546875 Penalty: 2396.142578
	Iteration 3F: 3 clusters Score -156958.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -157019.750000 Penalty: 2396.142578
	Iteration 4Q: 3 clusters Score -157019.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -157060.531250 Penalty: 2396.142578
	Iteration 5Q: 3 clusters Score -157060.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -157088.890625 Penalty: 2396.142578
	Iteration 6Q: 3 clusters Score -157088.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -157118.281250 Penalty: 2396.142578
	Iteration 7Q: 3 clusters Score -157118.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -157147.046875 Penalty: 2396.142578
	Iteration 8Q: 3 clusters Score -157147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -157166.625000 Penalty: 2396.142578
	Iteration 9Q: 3 clusters Score -157166.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -157177.812500 Penalty: 2396.142578
	Iteration 10Q: 3 clusters Score -157177.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -157186.953125 Penalty: 2396.142578
	Iteration 11Q: 3 clusters Score -157187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -157192.593750 Penalty: 2396.142578
	Iteration 12Q: 3 clusters Score -157192.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -157193.968750 Penalty: 2396.142578
	Iteration 13Q: 3 clusters Score -157194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -157194.687500 Penalty: 2396.142578
	Iteration 14Q: 3 clusters Score -157194.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -157195.265625 Penalty: 2396.142578
	Iteration 15Q: 3 clusters Score -157195.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -157195.875000 Penalty: 2396.142578
	Iteration 16Q: 3 clusters Score -157195.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -157196.390625 Penalty: 2396.142578
	Iteration 17Q: 3 clusters Score -157196.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -157196.906250 Penalty: 2396.142578
	Iteration 18Q: 3 clusters Score -157196.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -157197.546875 Penalty: 2396.142578
	Iteration 19Q: 3 clusters Score -157197.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -157197.546875 Penalty: 2396.142578
	Iteration 20F: 3 clusters Score -157197.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Entering Unmasked Estep 
Score: -493651.531250 Penalty: 1393.910767
	Iteration 0F: 2 clusters Score -493651.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -489551.093750 Penalty: 2787.821533
	Iteration 0F: 3 clusters Score -489551.1 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -490869.906250 Penalty: 2787.821533
	Iteration 1F: 3 clusters Score -490869.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -491117.000000 Penalty: 2787.821533
	Iteration 2F: 3 clusters Score -491117 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -491311.531250 Penalty: 2787.821533
	Iteration 3F: 3 clusters Score -491311.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -491503.968750 Penalty: 2787.821533
	Iteration 4Q: 3 clusters Score -491504 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -491736.187500 Penalty: 2787.821533
	Iteration 5F: 3 clusters Score -491736.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -491978.593750 Penalty: 2787.821533
	Iteration 6Q: 3 clusters Score -491978.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -492191.000000 Penalty: 2787.821533
	Iteration 7Q: 3 clusters Score -492191 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -492348.000000 Penalty: 2787.821533
	Iteration 8Q: 3 clusters Score -492348 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -492462.843750 Penalty: 2787.821533
	Iteration 9Q: 3 clusters Score -492462.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -492556.406250 Penalty: 2787.821533
	Iteration 10Q: 3 clusters Score -492556.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -492634.937500 Penalty: 2787.821533
	Iteration 11Q: 3 clusters Score -492634.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -492701.500000 Penalty: 2787.821533
	Iteration 12Q: 3 clusters Score -492701.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -492749.312500 Penalty: 2787.821533
	Iteration 13Q: 3 clusters Score -492749.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -492787.250000 Penalty: 2787.821533
	Iteration 14Q: 3 clusters Score -492787.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -492819.656250 Penalty: 2787.821533
	Iteration 15Q: 3 clusters Score -492819.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -492850.093750 Penalty: 2787.821533
	Iteration 16Q: 3 clusters Score -492850.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -492874.156250 Penalty: 2787.821533
	Iteration 17Q: 3 clusters Score -492874.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -492896.875000 Penalty: 2787.821533
	Iteration 18Q: 3 clusters Score -492896.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -492914.062500 Penalty: 2787.821533
	Iteration 19Q: 3 clusters Score -492914.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -492928.625000 Penalty: 2787.821533
	Iteration 20F: 3 clusters Score -492928.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -492937.031250 Penalty: 2787.821533
	Iteration 21Q: 3 clusters Score -492937 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -492945.218750 Penalty: 2787.821533
	Iteration 22Q: 3 clusters Score -492945.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -492952.593750 Penalty: 2787.821533
	Iteration 23Q: 3 clusters Score -492952.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -492958.500000 Penalty: 2787.821533
	Iteration 24Q: 3 clusters Score -492958.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -492961.875000 Penalty: 2787.821533
	Iteration 25Q: 3 clusters Score -492961.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -492965.875000 Penalty: 2787.821533
	Iteration 26Q: 3 clusters Score -492965.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -492971.906250 Penalty: 2787.821533
	Iteration 27Q: 3 clusters Score -492971.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -492975.343750 Penalty: 2787.821533
	Iteration 28Q: 3 clusters Score -492975.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -492978.843750 Penalty: 2787.821533
	Iteration 29Q: 3 clusters Score -492978.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -492982.500000 Penalty: 2787.821533
	Iteration 30Q: 3 clusters Score -492982.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -492985.593750 Penalty: 2787.821533
	Iteration 31Q: 3 clusters Score -492985.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -492988.406250 Penalty: 2787.821533
	Iteration 32Q: 3 clusters Score -492988.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -492992.156250 Penalty: 2787.821533
	Iteration 33Q: 3 clusters Score -492992.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -492995.906250 Penalty: 2787.821533
	Iteration 34Q: 3 clusters Score -492995.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -493000.843750 Penalty: 2787.821533
	Iteration 35Q: 3 clusters Score -493000.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -493002.062500 Penalty: 2787.821533
	Iteration 36Q: 3 clusters Score -493002.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -493004.125000 Penalty: 2787.821533
	Iteration 37Q: 3 clusters Score -493004.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -493007.375000 Penalty: 2787.821533
	Iteration 38Q: 3 clusters Score -493007.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -493008.750000 Penalty: 2787.821533
	Iteration 39Q: 3 clusters Score -493008.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -493009.937500 Penalty: 2787.821533
	Iteration 40F: 3 clusters Score -493009.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -493011.812500 Penalty: 2787.821533
	Iteration 41Q: 3 clusters Score -493011.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -493014.718750 Penalty: 2787.821533
	Iteration 42Q: 3 clusters Score -493014.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -493019.312500 Penalty: 2787.821533
	Iteration 43Q: 3 clusters Score -493019.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -493023.156250 Penalty: 2787.821533
	Iteration 44Q: 3 clusters Score -493023.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -493026.031250 Penalty: 2787.821533
	Iteration 45Q: 3 clusters Score -493026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -493029.031250 Penalty: 2787.821533
	Iteration 46Q: 3 clusters Score -493029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -493030.125000 Penalty: 2787.821533
	Iteration 47Q: 3 clusters Score -493030.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -493035.500000 Penalty: 2787.821533
	Iteration 48Q: 3 clusters Score -493035.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -493040.281250 Penalty: 2787.821533
	Iteration 49Q: 3 clusters Score -493040.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -493043.625000 Penalty: 2787.821533
	Iteration 50Q: 3 clusters Score -493043.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -493045.562500 Penalty: 2787.821533
	Iteration 51Q: 3 clusters Score -493045.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -493048.250000 Penalty: 2787.821533
	Iteration 52Q: 3 clusters Score -493048.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -493049.093750 Penalty: 2787.821533
	Iteration 53Q: 3 clusters Score -493049.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -493051.937500 Penalty: 2787.821533
	Iteration 54Q: 3 clusters Score -493051.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -493052.281250 Penalty: 2787.821533
	Iteration 55Q: 3 clusters Score -493052.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -493054.343750 Penalty: 2787.821533
	Iteration 56Q: 3 clusters Score -493054.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -493058.156250 Penalty: 2787.821533
	Iteration 57Q: 3 clusters Score -493058.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -493063.937500 Penalty: 2787.821533
	Iteration 58Q: 3 clusters Score -493063.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -493073.500000 Penalty: 2787.821533
	Iteration 59Q: 3 clusters Score -493073.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -493080.906250 Penalty: 2787.821533
	Iteration 60F: 3 clusters Score -493080.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -493090.656250 Penalty: 2787.821533
	Iteration 61Q: 3 clusters Score -493090.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -493100.656250 Penalty: 2787.821533
	Iteration 62Q: 3 clusters Score -493100.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -493114.625000 Penalty: 2787.821533
	Iteration 63Q: 3 clusters Score -493114.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -493131.843750 Penalty: 2787.821533
	Iteration 64Q: 3 clusters Score -493131.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -493143.843750 Penalty: 2787.821533
	Iteration 65Q: 3 clusters Score -493143.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -493153.031250 Penalty: 2787.821533
	Iteration 66Q: 3 clusters Score -493153 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -493160.531250 Penalty: 2787.821533
	Iteration 67Q: 3 clusters Score -493160.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -493164.500000 Penalty: 2787.821533
	Iteration 68Q: 3 clusters Score -493164.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -493166.906250 Penalty: 2787.821533
	Iteration 69Q: 3 clusters Score -493166.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -493170.187500 Penalty: 2787.821533
	Iteration 70Q: 3 clusters Score -493170.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -493173.718750 Penalty: 2787.821533
	Iteration 71Q: 3 clusters Score -493173.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -493178.062500 Penalty: 2787.821533
	Iteration 72Q: 3 clusters Score -493178.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -493188.000000 Penalty: 2787.821533
	Iteration 73Q: 3 clusters Score -493188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -493200.187500 Penalty: 2787.821533
	Iteration 74Q: 3 clusters Score -493200.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -493204.437500 Penalty: 2787.821533
	Iteration 75Q: 3 clusters Score -493204.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -493212.218750 Penalty: 2787.821533
	Iteration 76Q: 3 clusters Score -493212.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -493216.312500 Penalty: 2787.821533
	Iteration 77Q: 3 clusters Score -493216.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -493223.250000 Penalty: 2787.821533
	Iteration 78Q: 3 clusters Score -493223.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -493228.250000 Penalty: 2787.821533
	Iteration 79Q: 3 clusters Score -493228.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -493233.718750 Penalty: 2787.821533
	Iteration 80F: 3 clusters Score -493233.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -493236.656250 Penalty: 2787.821533
	Iteration 81Q: 3 clusters Score -493236.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -493241.062500 Penalty: 2787.821533
	Iteration 82Q: 3 clusters Score -493241.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -493245.031250 Penalty: 2787.821533
	Iteration 83Q: 3 clusters Score -493245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -493249.531250 Penalty: 2787.821533
	Iteration 84Q: 3 clusters Score -493249.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -493257.750000 Penalty: 2787.821533
	Iteration 85Q: 3 clusters Score -493257.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -493264.062500 Penalty: 2787.821533
	Iteration 86Q: 3 clusters Score -493264.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -493272.156250 Penalty: 2787.821533
	Iteration 87Q: 3 clusters Score -493272.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -493283.031250 Penalty: 2787.821533
	Iteration 88Q: 3 clusters Score -493283 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -493296.906250 Penalty: 2787.821533
	Iteration 89Q: 3 clusters Score -493296.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -493307.875000 Penalty: 2787.821533
	Iteration 90Q: 3 clusters Score -493307.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -493316.281250 Penalty: 2787.821533
	Iteration 91Q: 3 clusters Score -493316.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -493321.218750 Penalty: 2787.821533
	Iteration 92Q: 3 clusters Score -493321.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -493326.187500 Penalty: 2787.821533
	Iteration 93Q: 3 clusters Score -493326.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -493332.562500 Penalty: 2787.821533
	Iteration 94Q: 3 clusters Score -493332.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -493336.687500 Penalty: 2787.821533
	Iteration 95Q: 3 clusters Score -493336.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -493342.500000 Penalty: 2787.821533
	Iteration 96Q: 3 clusters Score -493342.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -493342.843750 Penalty: 2787.821533
	Iteration 97Q: 3 clusters Score -493342.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -493344.968750 Penalty: 2787.821533
	Iteration 98Q: 3 clusters Score -493345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -493347.000000 Penalty: 2787.821533
	Iteration 99Q: 3 clusters Score -493347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -493347.187500 Penalty: 2787.821533
	Iteration 100F: 3 clusters Score -493347.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -493348.500000 Penalty: 2787.821533
	Iteration 101Q: 3 clusters Score -493348.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -493350.031250 Penalty: 2787.821533
	Iteration 102Q: 3 clusters Score -493350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -493349.656250 Penalty: 2787.821533
	Iteration 103Q: 3 clusters Score -493349.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -493350.718750 Penalty: 2787.821533
	Iteration 104Q: 3 clusters Score -493350.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -493350.718750 Penalty: 2787.821533
	Iteration 105Q: 3 clusters Score -493350.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -493351.062500 Penalty: 2787.821533
	Iteration 106Q: 3 clusters Score -493351.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -493352.750000 Penalty: 2787.821533
	Iteration 107Q: 3 clusters Score -493352.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -493353.093750 Penalty: 2787.821533
	Iteration 108Q: 3 clusters Score -493353.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -493354.687500 Penalty: 2787.821533
	Iteration 109Q: 3 clusters Score -493354.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -493355.406250 Penalty: 2787.821533
	Iteration 110Q: 3 clusters Score -493355.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -493356.093750 Penalty: 2787.821533
	Iteration 111Q: 3 clusters Score -493356.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -493357.562500 Penalty: 2787.821533
	Iteration 112Q: 3 clusters Score -493357.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -493360.000000 Penalty: 2787.821533
	Iteration 113Q: 3 clusters Score -493360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -493360.593750 Penalty: 2787.821533
	Iteration 114Q: 3 clusters Score -493360.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -493360.937500 Penalty: 2787.821533
	Iteration 115Q: 3 clusters Score -493360.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -493362.437500 Penalty: 2787.821533
	Iteration 116Q: 3 clusters Score -493362.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -493361.812500 Penalty: 2787.821533
	Iteration 117Q: 3 clusters Score -493361.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -493363.187500 Penalty: 2787.821533
	Iteration 118Q: 3 clusters Score -493363.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -493364.062500 Penalty: 2787.821533
	Iteration 119Q: 3 clusters Score -493364.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -493365.687500 Penalty: 2787.821533
	Iteration 120F: 3 clusters Score -493365.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -493367.718750 Penalty: 2787.821533
	Iteration 121Q: 3 clusters Score -493367.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -493368.750000 Penalty: 2787.821533
	Iteration 122Q: 3 clusters Score -493368.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -493370.343750 Penalty: 2787.821533
	Iteration 123Q: 3 clusters Score -493370.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -493370.593750 Penalty: 2787.821533
	Iteration 124Q: 3 clusters Score -493370.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -493373.156250 Penalty: 2787.821533
	Iteration 125Q: 3 clusters Score -493373.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -493372.875000 Penalty: 2787.821533
	Iteration 126Q: 3 clusters Score -493372.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -493373.468750 Penalty: 2787.821533
	Iteration 127Q: 3 clusters Score -493373.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -493373.468750 Penalty: 2787.821533
	Iteration 128F: 3 clusters Score -493373.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -1683657.625000 Penalty: 1570.507202
	Iteration 0F: 2 clusters Score -1683658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1672746.250000 Penalty: 3141.014404
	Iteration 0F: 3 clusters Score -1672746 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1676553.375000 Penalty: 3141.014404
	Iteration 1F: 3 clusters Score -1676553 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1676853.000000 Penalty: 3141.014404
	Iteration 2F: 3 clusters Score -1676853 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1677077.125000 Penalty: 3141.014404
	Iteration 3Q: 3 clusters Score -1677077 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1677293.125000 Penalty: 3141.014404
	Iteration 4Q: 3 clusters Score -1677293 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1677519.875000 Penalty: 3141.014404
	Iteration 5Q: 3 clusters Score -1677520 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1677824.125000 Penalty: 3141.014404
	Iteration 6Q: 3 clusters Score -1677824 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1678167.000000 Penalty: 3141.014404
	Iteration 7Q: 3 clusters Score -1678167 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1678541.125000 Penalty: 3141.014404
	Iteration 8Q: 3 clusters Score -1678541 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1678898.250000 Penalty: 3141.014404
	Iteration 9Q: 3 clusters Score -1678898 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1679225.875000 Penalty: 3141.014404
	Iteration 10Q: 3 clusters Score -1679226 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1679518.000000 Penalty: 3141.014404
	Iteration 11Q: 3 clusters Score -1679518 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1679755.500000 Penalty: 3141.014404
	Iteration 12Q: 3 clusters Score -1679756 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1679956.625000 Penalty: 3141.014404
	Iteration 13Q: 3 clusters Score -1679957 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1680096.375000 Penalty: 3141.014404
	Iteration 14Q: 3 clusters Score -1680096 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1680200.125000 Penalty: 3141.014404
	Iteration 15Q: 3 clusters Score -1680200 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1680273.250000 Penalty: 3141.014404
	Iteration 16Q: 3 clusters Score -1680273 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1680336.625000 Penalty: 3141.014404
	Iteration 17Q: 3 clusters Score -1680337 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1680412.875000 Penalty: 3141.014404
	Iteration 18Q: 3 clusters Score -1680413 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1680485.750000 Penalty: 3141.014404
	Iteration 19Q: 3 clusters Score -1680486 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1680559.375000 Penalty: 3141.014404
	Iteration 20F: 3 clusters Score -1680559 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1680642.250000 Penalty: 3141.014404
	Iteration 21Q: 3 clusters Score -1680642 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1680724.000000 Penalty: 3141.014404
	Iteration 22Q: 3 clusters Score -1680724 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1680788.000000 Penalty: 3141.014404
	Iteration 23Q: 3 clusters Score -1680788 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1680854.875000 Penalty: 3141.014404
	Iteration 24Q: 3 clusters Score -1680855 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1680909.000000 Penalty: 3141.014404
	Iteration 25Q: 3 clusters Score -1680909 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1680970.875000 Penalty: 3141.014404
	Iteration 26Q: 3 clusters Score -1680971 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1681018.000000 Penalty: 3141.014404
	Iteration 27Q: 3 clusters Score -1681018 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1681070.875000 Penalty: 3141.014404
	Iteration 28Q: 3 clusters Score -1681071 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1681110.125000 Penalty: 3141.014404
	Iteration 29Q: 3 clusters Score -1681110 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1681159.750000 Penalty: 3141.014404
	Iteration 30Q: 3 clusters Score -1681160 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1681206.250000 Penalty: 3141.014404
	Iteration 31Q: 3 clusters Score -1681206 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1681245.750000 Penalty: 3141.014404
	Iteration 32Q: 3 clusters Score -1681246 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1681294.250000 Penalty: 3141.014404
	Iteration 33Q: 3 clusters Score -1681294 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1681341.375000 Penalty: 3141.014404
	Iteration 34Q: 3 clusters Score -1681341 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1681383.125000 Penalty: 3141.014404
	Iteration 35Q: 3 clusters Score -1681383 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1681418.625000 Penalty: 3141.014404
	Iteration 36Q: 3 clusters Score -1681419 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1681456.500000 Penalty: 3141.014404
	Iteration 37Q: 3 clusters Score -1681456 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1681503.750000 Penalty: 3141.014404
	Iteration 38Q: 3 clusters Score -1681504 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1681549.375000 Penalty: 3141.014404
	Iteration 39Q: 3 clusters Score -1681549 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1681582.125000 Penalty: 3141.014404
	Iteration 40F: 3 clusters Score -1681582 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1681629.375000 Penalty: 3141.014404
	Iteration 41Q: 3 clusters Score -1681629 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1681676.500000 Penalty: 3141.014404
	Iteration 42Q: 3 clusters Score -1681676 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1681714.375000 Penalty: 3141.014404
	Iteration 43Q: 3 clusters Score -1681714 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1681745.125000 Penalty: 3141.014404
	Iteration 44Q: 3 clusters Score -1681745 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1681782.625000 Penalty: 3141.014404
	Iteration 45Q: 3 clusters Score -1681783 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1681809.875000 Penalty: 3141.014404
	Iteration 46Q: 3 clusters Score -1681810 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1681849.500000 Penalty: 3141.014404
	Iteration 47Q: 3 clusters Score -1681850 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1681876.000000 Penalty: 3141.014404
	Iteration 48Q: 3 clusters Score -1681876 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1681899.375000 Penalty: 3141.014404
	Iteration 49Q: 3 clusters Score -1681899 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1681927.375000 Penalty: 3141.014404
	Iteration 50Q: 3 clusters Score -1681927 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1681966.000000 Penalty: 3141.014404
	Iteration 51Q: 3 clusters Score -1681966 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1681993.500000 Penalty: 3141.014404
	Iteration 52Q: 3 clusters Score -1681994 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1682010.125000 Penalty: 3141.014404
	Iteration 53Q: 3 clusters Score -1682010 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1682037.875000 Penalty: 3141.014404
	Iteration 54Q: 3 clusters Score -1682038 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1682053.125000 Penalty: 3141.014404
	Iteration 55Q: 3 clusters Score -1682053 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1682068.375000 Penalty: 3141.014404
	Iteration 56Q: 3 clusters Score -1682068 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1682085.125000 Penalty: 3141.014404
	Iteration 57Q: 3 clusters Score -1682085 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1682107.125000 Penalty: 3141.014404
	Iteration 58Q: 3 clusters Score -1682107 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1682131.625000 Penalty: 3141.014404
	Iteration 59Q: 3 clusters Score -1682132 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1682158.375000 Penalty: 3141.014404
	Iteration 60F: 3 clusters Score -1682158 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1682179.000000 Penalty: 3141.014404
	Iteration 61Q: 3 clusters Score -1682179 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1682200.500000 Penalty: 3141.014404
	Iteration 62Q: 3 clusters Score -1682200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1682215.000000 Penalty: 3141.014404
	Iteration 63Q: 3 clusters Score -1682215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1682227.000000 Penalty: 3141.014404
	Iteration 64Q: 3 clusters Score -1682227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1682239.750000 Penalty: 3141.014404
	Iteration 65Q: 3 clusters Score -1682240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1682252.250000 Penalty: 3141.014404
	Iteration 66Q: 3 clusters Score -1682252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1682264.125000 Penalty: 3141.014404
	Iteration 67Q: 3 clusters Score -1682264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1682277.750000 Penalty: 3141.014404
	Iteration 68Q: 3 clusters Score -1682278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1682289.250000 Penalty: 3141.014404
	Iteration 69Q: 3 clusters Score -1682289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1682304.500000 Penalty: 3141.014404
	Iteration 70Q: 3 clusters Score -1682304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1682321.500000 Penalty: 3141.014404
	Iteration 71Q: 3 clusters Score -1682322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1682329.125000 Penalty: 3141.014404
	Iteration 72Q: 3 clusters Score -1682329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1682331.500000 Penalty: 3141.014404
	Iteration 73Q: 3 clusters Score -1682332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1682335.875000 Penalty: 3141.014404
	Iteration 74Q: 3 clusters Score -1682336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1682339.000000 Penalty: 3141.014404
	Iteration 75Q: 3 clusters Score -1682339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1682345.125000 Penalty: 3141.014404
	Iteration 76Q: 3 clusters Score -1682345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1682348.875000 Penalty: 3141.014404
	Iteration 77Q: 3 clusters Score -1682349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1682355.125000 Penalty: 3141.014404
	Iteration 78Q: 3 clusters Score -1682355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1682356.375000 Penalty: 3141.014404
	Iteration 79Q: 3 clusters Score -1682356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1682356.000000 Penalty: 3141.014404
	Iteration 80F: 3 clusters Score -1682356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1682358.000000 Penalty: 3141.014404
	Iteration 81Q: 3 clusters Score -1682358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1682359.875000 Penalty: 3141.014404
	Iteration 82Q: 3 clusters Score -1682360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1682359.250000 Penalty: 3141.014404
	Iteration 83Q: 3 clusters Score -1682359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1682360.625000 Penalty: 3141.014404
	Iteration 84Q: 3 clusters Score -1682361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1682360.625000 Penalty: 3141.014404
	Iteration 85F: 3 clusters Score -1682361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -31803.722656 Penalty: 944.310425
	Iteration 0F: 2 clusters Score -31803.72 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 178 members 
Entering Unmasked Estep 
Score: -30903.369141 Penalty: 1888.620850
	Iteration 0F: 3 clusters Score -30903.37 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31036.132812 Penalty: 1888.620850
	Iteration 1F: 3 clusters Score -31036.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31066.542969 Penalty: 1888.620850
	Iteration 2Q: 3 clusters Score -31066.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31087.802734 Penalty: 1888.620850
	Iteration 3Q: 3 clusters Score -31087.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31125.837891 Penalty: 1888.620850
	Iteration 4Q: 3 clusters Score -31125.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31143.593750 Penalty: 1888.620850
	Iteration 5Q: 3 clusters Score -31143.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31148.236328 Penalty: 1888.620850
	Iteration 6Q: 3 clusters Score -31148.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31148.236328 Penalty: 1888.620850
	Iteration 7F: 3 clusters Score -31148.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Entering Unmasked Estep 
Score: -230379.078125 Penalty: 1257.999268
	Iteration 0F: 2 clusters Score -230379.1 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 1193 members 
Entering Unmasked Estep 
Score: -228094.218750 Penalty: 2515.998535
	Iteration 0F: 3 clusters Score -228094.2 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -228680.359375 Penalty: 2515.998535
	Iteration 1F: 3 clusters Score -228680.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -228837.609375 Penalty: 2515.998535
	Iteration 2F: 3 clusters Score -228837.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -228964.812500 Penalty: 2515.998535
	Iteration 3F: 3 clusters Score -228964.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -229061.375000 Penalty: 2515.998535
	Iteration 4Q: 3 clusters Score -229061.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -229130.656250 Penalty: 2515.998535
	Iteration 5Q: 3 clusters Score -229130.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -229200.968750 Penalty: 2515.998535
	Iteration 6Q: 3 clusters Score -229201 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -229265.234375 Penalty: 2515.998535
	Iteration 7Q: 3 clusters Score -229265.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -229366.546875 Penalty: 2515.998535
	Iteration 8Q: 3 clusters Score -229366.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -229506.531250 Penalty: 2515.998535
	Iteration 9Q: 3 clusters Score -229506.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -229663.515625 Penalty: 2515.998535
	Iteration 10Q: 3 clusters Score -229663.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -229843.328125 Penalty: 2515.998535
	Iteration 11Q: 3 clusters Score -229843.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -229974.140625 Penalty: 2515.998535
	Iteration 12Q: 3 clusters Score -229974.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -230046.921875 Penalty: 2515.998535
	Iteration 13Q: 3 clusters Score -230046.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -230092.468750 Penalty: 2515.998535
	Iteration 14Q: 3 clusters Score -230092.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -230120.046875 Penalty: 2515.998535
	Iteration 15Q: 3 clusters Score -230120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -230153.125000 Penalty: 2515.998535
	Iteration 16Q: 3 clusters Score -230153.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -230173.718750 Penalty: 2515.998535
	Iteration 17Q: 3 clusters Score -230173.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -230180.906250 Penalty: 2515.998535
	Iteration 18Q: 3 clusters Score -230180.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -230184.203125 Penalty: 2515.998535
	Iteration 19Q: 3 clusters Score -230184.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -230187.984375 Penalty: 2515.998535
	Iteration 20F: 3 clusters Score -230188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -230193.468750 Penalty: 2515.998535
	Iteration 21Q: 3 clusters Score -230193.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -230196.640625 Penalty: 2515.998535
	Iteration 22Q: 3 clusters Score -230196.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -230198.890625 Penalty: 2515.998535
	Iteration 23Q: 3 clusters Score -230198.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -230199.734375 Penalty: 2515.998535
	Iteration 24Q: 3 clusters Score -230199.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -230199.734375 Penalty: 2515.998535
	Iteration 25F: 3 clusters Score -230199.7 nChanged 0
--- Evaluating fit on full set of 1924095 points ---
Entering Unmasked Estep 
Score: -198130272.000000 Penalty: 79946.562500
23->35 Clusters: Score -198130272.000000, best is -198226176.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 641365 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 27927 members 
Mstep: Class 3 contains 28005 members 
Mstep: Class 4 contains 27856 members 
Mstep: Class 5 contains 28233 members 
Mstep: Class 6 contains 27866 members 
Mstep: Class 7 contains 27769 members 
Mstep: Class 8 contains 27856 members 
Mstep: Class 9 contains 28083 members 
Mstep: Class 10 contains 27878 members 
Mstep: Class 11 contains 27960 members 
Mstep: Class 12 contains 27388 members 
Mstep: Class 13 contains 28157 members 
Mstep: Class 14 contains 28017 members 
Mstep: Class 15 contains 28034 members 
Mstep: Class 16 contains 27890 members 
Mstep: Class 17 contains 28028 members 
Mstep: Class 18 contains 27891 members 
Mstep: Class 19 contains 28054 members 
Mstep: Class 20 contains 27565 members 
Mstep: Class 21 contains 27680 members 
Mstep: Class 22 contains 27636 members 
Mstep: Class 23 contains 27807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 512.814453 but Gain 2172.847656
Score: -62421956.000000 Penalty: 47802.589844
Iteration 0F: 23 clusters Score -6.242196e+07 nChanged 612208
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 38338 members 
Mstep: Class 3 contains 34349 members 
Mstep: Class 4 contains 12179 members 
Mstep: Class 5 contains 42383 members 
Mstep: Class 6 contains 23675 members 
Mstep: Class 7 contains 19182 members 
Mstep: Class 8 contains 27831 members 
Mstep: Class 9 contains 29079 members 
Mstep: Class 10 contains 37749 members 
Mstep: Class 11 contains 28298 members 
Mstep: Class 12 contains 19321 members 
Mstep: Class 13 contains 34097 members 
Mstep: Class 14 contains 27765 members 
Mstep: Class 15 contains 30601 members 
Mstep: Class 16 contains 26943 members 
Mstep: Class 17 contains 39157 members 
Mstep: Class 18 contains 55455 members 
Mstep: Class 20 contains 23369 members 
Mstep: Class 21 contains 14667 members 
Mstep: Class 22 contains 19068 members 
Mstep: Class 23 contains 33320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64184160.000000 Penalty: 47802.589844
Iteration 1F: 23 clusters Score -6.418416e+07 nChanged 291277
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 31759 members 
Mstep: Class 3 contains 37898 members 
Mstep: Class 4 contains 6359 members 
Mstep: Class 5 contains 62429 members 
Mstep: Class 6 contains 36299 members 
Mstep: Class 7 contains 14341 members 
Mstep: Class 8 contains 14015 members 
Mstep: Class 9 contains 27074 members 
Mstep: Class 10 contains 25480 members 
Mstep: Class 11 contains 24235 members 
Mstep: Class 12 contains 21614 members 
Mstep: Class 13 contains 32811 members 
Mstep: Class 14 contains 21892 members 
Mstep: Class 15 contains 28720 members 
Mstep: Class 16 contains 30728 members 
Mstep: Class 17 contains 43697 members 
Mstep: Class 18 contains 108716 members 
Mstep: Class 20 contains 18237 members 
Mstep: Class 21 contains 12669 members 
Mstep: Class 22 contains 8362 members 
Mstep: Class 23 contains 18716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64953524.000000 Penalty: 47802.589844
Iteration 2F: 23 clusters Score -6.495352e+07 nChanged 199160
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 23994 members 
Mstep: Class 3 contains 29123 members 
Mstep: Class 4 contains 5872 members 
Mstep: Class 5 contains 75215 members 
Mstep: Class 6 contains 39116 members 
Mstep: Class 7 contains 19222 members 
Mstep: Class 8 contains 7319 members 
Mstep: Class 9 contains 25682 members 
Mstep: Class 10 contains 18629 members 
Mstep: Class 11 contains 21675 members 
Mstep: Class 12 contains 18936 members 
Mstep: Class 13 contains 30357 members 
Mstep: Class 14 contains 18199 members 
Mstep: Class 15 contains 29591 members 
Mstep: Class 16 contains 26797 members 
Mstep: Class 17 contains 46138 members 
Mstep: Class 18 contains 143202 members 
Mstep: Class 20 contains 15152 members 
Mstep: Class 21 contains 14197 members 
Mstep: Class 22 contains 5437 members 
Mstep: Class 23 contains 15300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65290664.000000 Penalty: 47802.589844
Iteration 3F: 23 clusters Score -6.529066e+07 nChanged 144755
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 17927 members 
Mstep: Class 3 contains 22454 members 
Mstep: Class 4 contains 8764 members 
Mstep: Class 5 contains 88294 members 
Mstep: Class 6 contains 29953 members 
Mstep: Class 7 contains 23971 members 
Mstep: Class 8 contains 4826 members 
Mstep: Class 9 contains 24645 members 
Mstep: Class 10 contains 12570 members 
Mstep: Class 11 contains 18847 members 
Mstep: Class 12 contains 14094 members 
Mstep: Class 13 contains 26688 members 
Mstep: Class 14 contains 15556 members 
Mstep: Class 15 contains 32482 members 
Mstep: Class 16 contains 19476 members 
Mstep: Class 17 contains 49089 members 
Mstep: Class 18 contains 169126 members 
Mstep: Class 20 contains 12486 members 
Mstep: Class 21 contains 17459 members 
Mstep: Class 22 contains 6415 members 
Mstep: Class 23 contains 15045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65495564.000000 Penalty: 47802.589844
Iteration 4F: 23 clusters Score -6.549556e+07 nChanged 110497
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 13823 members 
Mstep: Class 3 contains 19510 members 
Mstep: Class 4 contains 12147 members 
Mstep: Class 5 contains 109379 members 
Mstep: Class 6 contains 18878 members 
Mstep: Class 7 contains 26018 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 24636 members 
Mstep: Class 10 contains 7492 members 
Mstep: Class 11 contains 16230 members 
Mstep: Class 12 contains 9415 members 
Mstep: Class 13 contains 22729 members 
Mstep: Class 14 contains 13745 members 
Mstep: Class 15 contains 34045 members 
Mstep: Class 16 contains 13427 members 
Mstep: Class 17 contains 52379 members 
Mstep: Class 18 contains 178998 members 
Mstep: Class 20 contains 10131 members 
Mstep: Class 21 contains 21271 members 
Mstep: Class 22 contains 7854 members 
Mstep: Class 23 contains 15384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65616604.000000 Penalty: 47802.589844
Iteration 5F: 23 clusters Score -6.56166e+07 nChanged 81351
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 10998 members 
Mstep: Class 3 contains 18647 members 
Mstep: Class 4 contains 14186 members 
Mstep: Class 5 contains 132807 members 
Mstep: Class 6 contains 11911 members 
Mstep: Class 7 contains 27001 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 25029 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 11 contains 14250 members 
Mstep: Class 12 contains 6347 members 
Mstep: Class 13 contains 19426 members 
Mstep: Class 14 contains 12301 members 
Mstep: Class 15 contains 34682 members 
Mstep: Class 16 contains 9234 members 
Mstep: Class 17 contains 55099 members 
Mstep: Class 18 contains 175185 members 
Mstep: Class 20 contains 8084 members 
Mstep: Class 21 contains 24553 members 
Mstep: Class 22 contains 8553 members 
Mstep: Class 23 contains 15912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65693132.000000 Penalty: 47802.589844
Iteration 6F: 23 clusters Score -6.569313e+07 nChanged 59365
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 8987 members 
Mstep: Class 3 contains 18863 members 
Mstep: Class 4 contains 15401 members 
Mstep: Class 5 contains 155008 members 
Mstep: Class 6 contains 8438 members 
Mstep: Class 7 contains 27838 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 25570 members 
Mstep: Class 10 contains 4052 members 
Mstep: Class 11 contains 12847 members 
Mstep: Class 12 contains 4627 members 
Mstep: Class 13 contains 16709 members 
Mstep: Class 14 contains 10974 members 
Mstep: Class 15 contains 34890 members 
Mstep: Class 16 contains 6323 members 
Mstep: Class 17 contains 56290 members 
Mstep: Class 18 contains 165128 members 
Mstep: Class 20 contains 6524 members 
Mstep: Class 21 contains 26972 members 
Mstep: Class 22 contains 8825 members 
Mstep: Class 23 contains 16471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65748908.000000 Penalty: 47802.589844
Iteration 7F: 23 clusters Score -6.574891e+07 nChanged 44831
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 7592 members 
Mstep: Class 3 contains 19474 members 
Mstep: Class 4 contains 16158 members 
Mstep: Class 5 contains 174008 members 
Mstep: Class 6 contains 6643 members 
Mstep: Class 7 contains 28629 members 
Mstep: Class 8 contains 4206 members 
Mstep: Class 9 contains 26002 members 
Mstep: Class 10 contains 3565 members 
Mstep: Class 11 contains 11795 members 
Mstep: Class 12 contains 4081 members 
Mstep: Class 13 contains 14639 members 
Mstep: Class 14 contains 9803 members 
Mstep: Class 15 contains 34745 members 
Mstep: Class 16 contains 4456 members 
Mstep: Class 17 contains 55873 members 
Mstep: Class 18 contains 154450 members 
Mstep: Class 20 contains 5431 members 
Mstep: Class 21 contains 28487 members 
Mstep: Class 22 contains 8897 members 
Mstep: Class 23 contains 17138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65785860.000000 Penalty: 47802.589844
Iteration 8F: 23 clusters Score -6.578586e+07 nChanged 34163
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 6672 members 
Mstep: Class 3 contains 19921 members 
Mstep: Class 4 contains 16609 members 
Mstep: Class 5 contains 188681 members 
Mstep: Class 6 contains 5648 members 
Mstep: Class 7 contains 29395 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 26304 members 
Mstep: Class 10 contains 3304 members 
Mstep: Class 11 contains 11018 members 
Mstep: Class 12 contains 4362 members 
Mstep: Class 13 contains 13078 members 
Mstep: Class 14 contains 8905 members 
Mstep: Class 15 contains 34297 members 
Mstep: Class 16 contains 3518 members 
Mstep: Class 17 contains 54466 members 
Mstep: Class 18 contains 145642 members 
Mstep: Class 20 contains 4867 members 
Mstep: Class 21 contains 29287 members 
Mstep: Class 22 contains 8869 members 
Mstep: Class 23 contains 17762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65809868.000000 Penalty: 47802.589844
Iteration 9F: 23 clusters Score -6.580987e+07 nChanged 25885
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6030 members 
Mstep: Class 3 contains 20280 members 
Mstep: Class 4 contains 16874 members 
Mstep: Class 5 contains 199000 members 
Mstep: Class 6 contains 5363 members 
Mstep: Class 7 contains 29996 members 
Mstep: Class 8 contains 4075 members 
Mstep: Class 9 contains 26398 members 
Mstep: Class 10 contains 3142 members 
Mstep: Class 11 contains 10410 members 
Mstep: Class 12 contains 4928 members 
Mstep: Class 13 contains 11936 members 
Mstep: Class 14 contains 8313 members 
Mstep: Class 15 contains 33696 members 
Mstep: Class 16 contains 3097 members 
Mstep: Class 17 contains 52494 members 
Mstep: Class 18 contains 139603 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 29720 members 
Mstep: Class 22 contains 8796 members 
Mstep: Class 23 contains 18294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65825184.000000 Penalty: 47802.589844
Iteration 10Q: 23 clusters Score -6.582518e+07 nChanged 19699
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 20650 members 
Mstep: Class 4 contains 17029 members 
Mstep: Class 5 contains 205544 members 
Mstep: Class 6 contains 5492 members 
Mstep: Class 7 contains 30446 members 
Mstep: Class 8 contains 4038 members 
Mstep: Class 9 contains 26488 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 9903 members 
Mstep: Class 12 contains 5604 members 
Mstep: Class 13 contains 11109 members 
Mstep: Class 14 contains 7828 members 
Mstep: Class 15 contains 33039 members 
Mstep: Class 16 contains 2970 members 
Mstep: Class 17 contains 50498 members 
Mstep: Class 18 contains 136012 members 
Mstep: Class 20 contains 4840 members 
Mstep: Class 21 contains 29956 members 
Mstep: Class 22 contains 8730 members 
Mstep: Class 23 contains 18705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65834536.000000 Penalty: 47802.589844
Iteration 11Q: 23 clusters Score -6.583454e+07 nChanged 14989
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 5197 members 
Mstep: Class 3 contains 20929 members 
Mstep: Class 4 contains 17141 members 
Mstep: Class 5 contains 209307 members 
Mstep: Class 6 contains 5761 members 
Mstep: Class 7 contains 30798 members 
Mstep: Class 8 contains 4036 members 
Mstep: Class 9 contains 26589 members 
Mstep: Class 10 contains 2947 members 
Mstep: Class 11 contains 9567 members 
Mstep: Class 12 contains 6381 members 
Mstep: Class 13 contains 10555 members 
Mstep: Class 14 contains 7496 members 
Mstep: Class 15 contains 32350 members 
Mstep: Class 16 contains 3067 members 
Mstep: Class 17 contains 48659 members 
Mstep: Class 18 contains 134116 members 
Mstep: Class 20 contains 5106 members 
Mstep: Class 21 contains 30109 members 
Mstep: Class 22 contains 8674 members 
Mstep: Class 23 contains 18964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65840568.000000 Penalty: 47802.589844
Iteration 12Q: 23 clusters Score -6.584057e+07 nChanged 11959
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4941 members 
Mstep: Class 3 contains 21251 members 
Mstep: Class 4 contains 17237 members 
Mstep: Class 5 contains 211455 members 
Mstep: Class 6 contains 6068 members 
Mstep: Class 7 contains 31082 members 
Mstep: Class 8 contains 4031 members 
Mstep: Class 9 contains 26710 members 
Mstep: Class 10 contains 2869 members 
Mstep: Class 11 contains 9300 members 
Mstep: Class 12 contains 7157 members 
Mstep: Class 13 contains 10184 members 
Mstep: Class 14 contains 7242 members 
Mstep: Class 15 contains 31712 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 47059 members 
Mstep: Class 18 contains 133087 members 
Mstep: Class 20 contains 5514 members 
Mstep: Class 21 contains 30150 members 
Mstep: Class 22 contains 8597 members 
Mstep: Class 23 contains 19064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65844788.000000 Penalty: 47802.589844
Iteration 13Q: 23 clusters Score -6.584479e+07 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4793 members 
Mstep: Class 3 contains 21587 members 
Mstep: Class 4 contains 17304 members 
Mstep: Class 5 contains 212424 members 
Mstep: Class 6 contains 6316 members 
Mstep: Class 7 contains 31304 members 
Mstep: Class 8 contains 4019 members 
Mstep: Class 9 contains 26859 members 
Mstep: Class 10 contains 2835 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 7921 members 
Mstep: Class 13 contains 9890 members 
Mstep: Class 14 contains 7038 members 
Mstep: Class 15 contains 31135 members 
Mstep: Class 16 contains 3563 members 
Mstep: Class 17 contains 45617 members 
Mstep: Class 18 contains 132670 members 
Mstep: Class 20 contains 5999 members 
Mstep: Class 21 contains 30122 members 
Mstep: Class 22 contains 8539 members 
Mstep: Class 23 contains 19100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65848368.000000 Penalty: 47802.589844
Iteration 14Q: 23 clusters Score -6.584837e+07 nChanged 8356
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4695 members 
Mstep: Class 3 contains 21897 members 
Mstep: Class 4 contains 17316 members 
Mstep: Class 5 contains 212674 members 
Mstep: Class 6 contains 6531 members 
Mstep: Class 7 contains 31548 members 
Mstep: Class 8 contains 4014 members 
Mstep: Class 9 contains 27022 members 
Mstep: Class 10 contains 2784 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8612 members 
Mstep: Class 13 contains 9670 members 
Mstep: Class 14 contains 6804 members 
Mstep: Class 15 contains 30668 members 
Mstep: Class 16 contains 3915 members 
Mstep: Class 17 contains 44342 members 
Mstep: Class 18 contains 132547 members 
Mstep: Class 20 contains 6565 members 
Mstep: Class 21 contains 30040 members 
Mstep: Class 22 contains 8506 members 
Mstep: Class 23 contains 19106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65850920.000000 Penalty: 47802.589844
Iteration 15Q: 23 clusters Score -6.585092e+07 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 22187 members 
Mstep: Class 4 contains 17327 members 
Mstep: Class 5 contains 212457 members 
Mstep: Class 6 contains 6718 members 
Mstep: Class 7 contains 31730 members 
Mstep: Class 8 contains 4021 members 
Mstep: Class 9 contains 27198 members 
Mstep: Class 10 contains 2732 members 
Mstep: Class 11 contains 8877 members 
Mstep: Class 12 contains 9286 members 
Mstep: Class 13 contains 9546 members 
Mstep: Class 14 contains 6588 members 
Mstep: Class 15 contains 30294 members 
Mstep: Class 16 contains 4233 members 
Mstep: Class 17 contains 43270 members 
Mstep: Class 18 contains 132558 members 
Mstep: Class 20 contains 7188 members 
Mstep: Class 21 contains 29912 members 
Mstep: Class 22 contains 8468 members 
Mstep: Class 23 contains 19085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65853824.000000 Penalty: 47802.589844
Iteration 16Q: 23 clusters Score -6.585382e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4642 members 
Mstep: Class 3 contains 22452 members 
Mstep: Class 4 contains 17342 members 
Mstep: Class 5 contains 211905 members 
Mstep: Class 6 contains 6860 members 
Mstep: Class 7 contains 31874 members 
Mstep: Class 8 contains 4015 members 
Mstep: Class 9 contains 27364 members 
Mstep: Class 10 contains 2679 members 
Mstep: Class 11 contains 8818 members 
Mstep: Class 12 contains 9926 members 
Mstep: Class 13 contains 9497 members 
Mstep: Class 14 contains 6413 members 
Mstep: Class 15 contains 29970 members 
Mstep: Class 16 contains 4523 members 
Mstep: Class 17 contains 42273 members 
Mstep: Class 18 contains 132694 members 
Mstep: Class 20 contains 7881 members 
Mstep: Class 21 contains 29748 members 
Mstep: Class 22 contains 8432 members 
Mstep: Class 23 contains 19026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65856448.000000 Penalty: 47802.589844
Iteration 17Q: 23 clusters Score -6.585645e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4655 members 
Mstep: Class 3 contains 22674 members 
Mstep: Class 4 contains 17358 members 
Mstep: Class 5 contains 211155 members 
Mstep: Class 6 contains 6970 members 
Mstep: Class 7 contains 31958 members 
Mstep: Class 8 contains 4026 members 
Mstep: Class 9 contains 27594 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 8769 members 
Mstep: Class 12 contains 10496 members 
Mstep: Class 13 contains 9447 members 
Mstep: Class 14 contains 6242 members 
Mstep: Class 15 contains 29718 members 
Mstep: Class 16 contains 4759 members 
Mstep: Class 17 contains 41320 members 
Mstep: Class 18 contains 132896 members 
Mstep: Class 20 contains 8671 members 
Mstep: Class 21 contains 29608 members 
Mstep: Class 22 contains 8422 members 
Mstep: Class 23 contains 18977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65858432.000000 Penalty: 47802.589844
Iteration 18Q: 23 clusters Score -6.585843e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 22853 members 
Mstep: Class 4 contains 17373 members 
Mstep: Class 5 contains 210254 members 
Mstep: Class 6 contains 7037 members 
Mstep: Class 7 contains 31979 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 27821 members 
Mstep: Class 10 contains 2584 members 
Mstep: Class 11 contains 8720 members 
Mstep: Class 12 contains 11048 members 
Mstep: Class 13 contains 9469 members 
Mstep: Class 14 contains 6051 members 
Mstep: Class 15 contains 29502 members 
Mstep: Class 16 contains 4957 members 
Mstep: Class 17 contains 40491 members 
Mstep: Class 18 contains 133097 members 
Mstep: Class 20 contains 9551 members 
Mstep: Class 21 contains 29463 members 
Mstep: Class 22 contains 8428 members 
Mstep: Class 23 contains 18905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65860020.000000 Penalty: 47802.589844
Iteration 19Q: 23 clusters Score -6.586002e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4785 members 
Mstep: Class 3 contains 23005 members 
Mstep: Class 4 contains 17382 members 
Mstep: Class 5 contains 209278 members 
Mstep: Class 6 contains 7095 members 
Mstep: Class 7 contains 32006 members 
Mstep: Class 8 contains 4121 members 
Mstep: Class 9 contains 28024 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 8676 members 
Mstep: Class 12 contains 11523 members 
Mstep: Class 13 contains 9483 members 
Mstep: Class 14 contains 5877 members 
Mstep: Class 15 contains 29340 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 39768 members 
Mstep: Class 18 contains 133314 members 
Mstep: Class 20 contains 10516 members 
Mstep: Class 21 contains 29260 members 
Mstep: Class 22 contains 8425 members 
Mstep: Class 23 contains 18835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65862376.000000 Penalty: 47802.589844
Iteration 20F: 23 clusters Score -6.586238e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5046 members 
Mstep: Class 3 contains 23108 members 
Mstep: Class 4 contains 17384 members 
Mstep: Class 5 contains 208164 members 
Mstep: Class 6 contains 7147 members 
Mstep: Class 7 contains 31991 members 
Mstep: Class 8 contains 3946 members 
Mstep: Class 9 contains 28176 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 8615 members 
Mstep: Class 12 contains 12037 members 
Mstep: Class 13 contains 9508 members 
Mstep: Class 14 contains 5657 members 
Mstep: Class 15 contains 29137 members 
Mstep: Class 16 contains 5340 members 
Mstep: Class 17 contains 39091 members 
Mstep: Class 18 contains 133516 members 
Mstep: Class 20 contains 11606 members 
Mstep: Class 21 contains 29064 members 
Mstep: Class 22 contains 8415 members 
Mstep: Class 23 contains 18732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65865656.000000 Penalty: 47802.589844
Iteration 21Q: 23 clusters Score -6.586566e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 5283 members 
Mstep: Class 3 contains 23166 members 
Mstep: Class 4 contains 17392 members 
Mstep: Class 5 contains 206986 members 
Mstep: Class 6 contains 7162 members 
Mstep: Class 7 contains 31959 members 
Mstep: Class 8 contains 3649 members 
Mstep: Class 9 contains 28348 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 8556 members 
Mstep: Class 12 contains 12551 members 
Mstep: Class 13 contains 9559 members 
Mstep: Class 14 contains 5451 members 
Mstep: Class 15 contains 28935 members 
Mstep: Class 16 contains 5549 members 
Mstep: Class 17 contains 38482 members 
Mstep: Class 18 contains 133698 members 
Mstep: Class 20 contains 12780 members 
Mstep: Class 21 contains 28903 members 
Mstep: Class 22 contains 8386 members 
Mstep: Class 23 contains 18620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65868884.000000 Penalty: 47802.589844
Iteration 22Q: 23 clusters Score -6.586888e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5530 members 
Mstep: Class 3 contains 23225 members 
Mstep: Class 4 contains 17420 members 
Mstep: Class 5 contains 205703 members 
Mstep: Class 6 contains 7182 members 
Mstep: Class 7 contains 31972 members 
Mstep: Class 8 contains 3456 members 
Mstep: Class 9 contains 28520 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 8498 members 
Mstep: Class 12 contains 13028 members 
Mstep: Class 13 contains 9600 members 
Mstep: Class 14 contains 5239 members 
Mstep: Class 15 contains 28786 members 
Mstep: Class 16 contains 5765 members 
Mstep: Class 17 contains 37895 members 
Mstep: Class 18 contains 133837 members 
Mstep: Class 20 contains 14020 members 
Mstep: Class 21 contains 28687 members 
Mstep: Class 22 contains 8377 members 
Mstep: Class 23 contains 18529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65871348.000000 Penalty: 47802.589844
Iteration 23Q: 23 clusters Score -6.587135e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 5717 members 
Mstep: Class 3 contains 23287 members 
Mstep: Class 4 contains 17448 members 
Mstep: Class 5 contains 204399 members 
Mstep: Class 6 contains 7188 members 
Mstep: Class 7 contains 32018 members 
Mstep: Class 8 contains 3428 members 
Mstep: Class 9 contains 28792 members 
Mstep: Class 10 contains 2237 members 
Mstep: Class 11 contains 8443 members 
Mstep: Class 12 contains 13477 members 
Mstep: Class 13 contains 9635 members 
Mstep: Class 14 contains 5031 members 
Mstep: Class 15 contains 28632 members 
Mstep: Class 16 contains 6023 members 
Mstep: Class 17 contains 37340 members 
Mstep: Class 18 contains 133886 members 
Mstep: Class 20 contains 15254 members 
Mstep: Class 21 contains 28460 members 
Mstep: Class 22 contains 8374 members 
Mstep: Class 23 contains 18446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65873208.000000 Penalty: 47802.589844
Iteration 24Q: 23 clusters Score -6.587321e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5916 members 
Mstep: Class 3 contains 23320 members 
Mstep: Class 4 contains 17459 members 
Mstep: Class 5 contains 203052 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 32072 members 
Mstep: Class 8 contains 3420 members 
Mstep: Class 9 contains 29047 members 
Mstep: Class 10 contains 2163 members 
Mstep: Class 11 contains 8382 members 
Mstep: Class 12 contains 13930 members 
Mstep: Class 13 contains 9668 members 
Mstep: Class 14 contains 4856 members 
Mstep: Class 15 contains 28508 members 
Mstep: Class 16 contains 6307 members 
Mstep: Class 17 contains 36808 members 
Mstep: Class 18 contains 133911 members 
Mstep: Class 20 contains 16523 members 
Mstep: Class 21 contains 28244 members 
Mstep: Class 22 contains 8363 members 
Mstep: Class 23 contains 18339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65875120.000000 Penalty: 47802.589844
Iteration 25Q: 23 clusters Score -6.587512e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6079 members 
Mstep: Class 3 contains 23351 members 
Mstep: Class 4 contains 17475 members 
Mstep: Class 5 contains 201689 members 
Mstep: Class 6 contains 7176 members 
Mstep: Class 7 contains 32135 members 
Mstep: Class 8 contains 3419 members 
Mstep: Class 9 contains 29340 members 
Mstep: Class 10 contains 2099 members 
Mstep: Class 11 contains 8313 members 
Mstep: Class 12 contains 14353 members 
Mstep: Class 13 contains 9712 members 
Mstep: Class 14 contains 4700 members 
Mstep: Class 15 contains 28310 members 
Mstep: Class 16 contains 6682 members 
Mstep: Class 17 contains 36360 members 
Mstep: Class 18 contains 133932 members 
Mstep: Class 20 contains 17744 members 
Mstep: Class 21 contains 28003 members 
Mstep: Class 22 contains 8372 members 
Mstep: Class 23 contains 18201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65876776.000000 Penalty: 47802.589844
Iteration 26Q: 23 clusters Score -6.587678e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 6206 members 
Mstep: Class 3 contains 23355 members 
Mstep: Class 4 contains 17495 members 
Mstep: Class 5 contains 200199 members 
Mstep: Class 6 contains 7151 members 
Mstep: Class 7 contains 32219 members 
Mstep: Class 8 contains 3420 members 
Mstep: Class 9 contains 29608 members 
Mstep: Class 10 contains 2028 members 
Mstep: Class 11 contains 8238 members 
Mstep: Class 12 contains 14783 members 
Mstep: Class 13 contains 9760 members 
Mstep: Class 14 contains 4582 members 
Mstep: Class 15 contains 28130 members 
Mstep: Class 16 contains 7130 members 
Mstep: Class 17 contains 35956 members 
Mstep: Class 18 contains 133920 members 
Mstep: Class 20 contains 19025 members 
Mstep: Class 21 contains 27792 members 
Mstep: Class 22 contains 8378 members 
Mstep: Class 23 contains 18053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65878832.000000 Penalty: 47802.589844
Iteration 27Q: 23 clusters Score -6.587883e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 6313 members 
Mstep: Class 3 contains 23355 members 
Mstep: Class 4 contains 17517 members 
Mstep: Class 5 contains 198710 members 
Mstep: Class 6 contains 7138 members 
Mstep: Class 7 contains 32309 members 
Mstep: Class 8 contains 3420 members 
Mstep: Class 9 contains 29868 members 
Mstep: Class 10 contains 1981 members 
Mstep: Class 11 contains 8154 members 
Mstep: Class 12 contains 15153 members 
Mstep: Class 13 contains 9810 members 
Mstep: Class 14 contains 4482 members 
Mstep: Class 15 contains 27976 members 
Mstep: Class 16 contains 7599 members 
Mstep: Class 17 contains 35517 members 
Mstep: Class 18 contains 133919 members 
Mstep: Class 20 contains 20288 members 
Mstep: Class 21 contains 27583 members 
Mstep: Class 22 contains 8377 members 
Mstep: Class 23 contains 17939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65880208.000000 Penalty: 47802.589844
Iteration 28Q: 23 clusters Score -6.588021e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 6349 members 
Mstep: Class 3 contains 23364 members 
Mstep: Class 4 contains 17521 members 
Mstep: Class 5 contains 197316 members 
Mstep: Class 6 contains 7126 members 
Mstep: Class 7 contains 32396 members 
Mstep: Class 8 contains 3423 members 
Mstep: Class 9 contains 30150 members 
Mstep: Class 10 contains 1957 members 
Mstep: Class 11 contains 8051 members 
Mstep: Class 12 contains 15527 members 
Mstep: Class 13 contains 9875 members 
Mstep: Class 14 contains 4422 members 
Mstep: Class 15 contains 27848 members 
Mstep: Class 16 contains 8104 members 
Mstep: Class 17 contains 35051 members 
Mstep: Class 18 contains 133896 members 
Mstep: Class 20 contains 21435 members 
Mstep: Class 21 contains 27366 members 
Mstep: Class 22 contains 8375 members 
Mstep: Class 23 contains 17847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65881376.000000 Penalty: 47802.589844
Iteration 29Q: 23 clusters Score -6.588138e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 6379 members 
Mstep: Class 3 contains 23350 members 
Mstep: Class 4 contains 17506 members 
Mstep: Class 5 contains 195976 members 
Mstep: Class 6 contains 7106 members 
Mstep: Class 7 contains 32523 members 
Mstep: Class 8 contains 3432 members 
Mstep: Class 9 contains 30420 members 
Mstep: Class 10 contains 1928 members 
Mstep: Class 11 contains 7938 members 
Mstep: Class 12 contains 15865 members 
Mstep: Class 13 contains 9936 members 
Mstep: Class 14 contains 4379 members 
Mstep: Class 15 contains 27763 members 
Mstep: Class 16 contains 8606 members 
Mstep: Class 17 contains 34615 members 
Mstep: Class 18 contains 133886 members 
Mstep: Class 20 contains 22522 members 
Mstep: Class 21 contains 27146 members 
Mstep: Class 22 contains 8376 members 
Mstep: Class 23 contains 17747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65882800.000000 Penalty: 47802.589844
Iteration 30Q: 23 clusters Score -6.58828e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 6380 members 
Mstep: Class 3 contains 23344 members 
Mstep: Class 4 contains 17487 members 
Mstep: Class 5 contains 194728 members 
Mstep: Class 6 contains 7089 members 
Mstep: Class 7 contains 32711 members 
Mstep: Class 8 contains 3436 members 
Mstep: Class 9 contains 30656 members 
Mstep: Class 10 contains 1897 members 
Mstep: Class 11 contains 7821 members 
Mstep: Class 12 contains 16210 members 
Mstep: Class 13 contains 9986 members 
Mstep: Class 14 contains 4341 members 
Mstep: Class 15 contains 27732 members 
Mstep: Class 16 contains 9029 members 
Mstep: Class 17 contains 34195 members 
Mstep: Class 18 contains 133847 members 
Mstep: Class 20 contains 23572 members 
Mstep: Class 21 contains 26889 members 
Mstep: Class 22 contains 8374 members 
Mstep: Class 23 contains 17667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65883732.000000 Penalty: 47802.589844
Iteration 31Q: 23 clusters Score -6.588373e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 6400 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 17461 members 
Mstep: Class 5 contains 193565 members 
Mstep: Class 6 contains 7059 members 
Mstep: Class 7 contains 32862 members 
Mstep: Class 8 contains 3442 members 
Mstep: Class 9 contains 30855 members 
Mstep: Class 10 contains 1873 members 
Mstep: Class 11 contains 7704 members 
Mstep: Class 12 contains 16569 members 
Mstep: Class 13 contains 10038 members 
Mstep: Class 14 contains 4311 members 
Mstep: Class 15 contains 27735 members 
Mstep: Class 16 contains 9331 members 
Mstep: Class 17 contains 33799 members 
Mstep: Class 18 contains 133794 members 
Mstep: Class 20 contains 24608 members 
Mstep: Class 21 contains 26641 members 
Mstep: Class 22 contains 8375 members 
Mstep: Class 23 contains 17607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65884660.000000 Penalty: 47802.589844
Iteration 32Q: 23 clusters Score -6.588466e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 6422 members 
Mstep: Class 3 contains 23352 members 
Mstep: Class 4 contains 17430 members 
Mstep: Class 5 contains 192555 members 
Mstep: Class 6 contains 7023 members 
Mstep: Class 7 contains 33031 members 
Mstep: Class 8 contains 3445 members 
Mstep: Class 9 contains 31031 members 
Mstep: Class 10 contains 1854 members 
Mstep: Class 11 contains 7608 members 
Mstep: Class 12 contains 16910 members 
Mstep: Class 13 contains 10098 members 
Mstep: Class 14 contains 4285 members 
Mstep: Class 15 contains 27746 members 
Mstep: Class 16 contains 9558 members 
Mstep: Class 17 contains 33429 members 
Mstep: Class 18 contains 133757 members 
Mstep: Class 20 contains 25526 members 
Mstep: Class 21 contains 26403 members 
Mstep: Class 22 contains 8360 members 
Mstep: Class 23 contains 17561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65885460.000000 Penalty: 47802.589844
Iteration 33Q: 23 clusters Score -6.588546e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6443 members 
Mstep: Class 3 contains 23343 members 
Mstep: Class 4 contains 17424 members 
Mstep: Class 5 contains 191693 members 
Mstep: Class 6 contains 6980 members 
Mstep: Class 7 contains 33198 members 
Mstep: Class 8 contains 3452 members 
Mstep: Class 9 contains 31212 members 
Mstep: Class 10 contains 1843 members 
Mstep: Class 11 contains 7503 members 
Mstep: Class 12 contains 17224 members 
Mstep: Class 13 contains 10146 members 
Mstep: Class 14 contains 4262 members 
Mstep: Class 15 contains 27780 members 
Mstep: Class 16 contains 9765 members 
Mstep: Class 17 contains 33063 members 
Mstep: Class 18 contains 133716 members 
Mstep: Class 20 contains 26309 members 
Mstep: Class 21 contains 26168 members 
Mstep: Class 22 contains 8346 members 
Mstep: Class 23 contains 17511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65886100.000000 Penalty: 47802.589844
Iteration 34Q: 23 clusters Score -6.58861e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6446 members 
Mstep: Class 3 contains 23354 members 
Mstep: Class 4 contains 17420 members 
Mstep: Class 5 contains 190964 members 
Mstep: Class 6 contains 6942 members 
Mstep: Class 7 contains 33358 members 
Mstep: Class 8 contains 3468 members 
Mstep: Class 9 contains 31377 members 
Mstep: Class 10 contains 1831 members 
Mstep: Class 11 contains 7390 members 
Mstep: Class 12 contains 17522 members 
Mstep: Class 13 contains 10196 members 
Mstep: Class 14 contains 4247 members 
Mstep: Class 15 contains 27821 members 
Mstep: Class 16 contains 9921 members 
Mstep: Class 17 contains 32709 members 
Mstep: Class 18 contains 133658 members 
Mstep: Class 20 contains 27004 members 
Mstep: Class 21 contains 25939 members 
Mstep: Class 22 contains 8339 members 
Mstep: Class 23 contains 17474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65886804.000000 Penalty: 47802.589844
Iteration 35Q: 23 clusters Score -6.58868e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6444 members 
Mstep: Class 3 contains 23358 members 
Mstep: Class 4 contains 17401 members 
Mstep: Class 5 contains 190379 members 
Mstep: Class 6 contains 6895 members 
Mstep: Class 7 contains 33493 members 
Mstep: Class 8 contains 3473 members 
Mstep: Class 9 contains 31535 members 
Mstep: Class 10 contains 1826 members 
Mstep: Class 11 contains 7297 members 
Mstep: Class 12 contains 17815 members 
Mstep: Class 13 contains 10255 members 
Mstep: Class 14 contains 4236 members 
Mstep: Class 15 contains 27908 members 
Mstep: Class 16 contains 10053 members 
Mstep: Class 17 contains 32366 members 
Mstep: Class 18 contains 133584 members 
Mstep: Class 20 contains 27547 members 
Mstep: Class 21 contains 25717 members 
Mstep: Class 22 contains 8328 members 
Mstep: Class 23 contains 17467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65887436.000000 Penalty: 47802.589844
Iteration 36Q: 23 clusters Score -6.588744e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 6448 members 
Mstep: Class 3 contains 23381 members 
Mstep: Class 4 contains 17386 members 
Mstep: Class 5 contains 189896 members 
Mstep: Class 6 contains 6832 members 
Mstep: Class 7 contains 33605 members 
Mstep: Class 8 contains 3473 members 
Mstep: Class 9 contains 31720 members 
Mstep: Class 10 contains 1823 members 
Mstep: Class 11 contains 7205 members 
Mstep: Class 12 contains 18070 members 
Mstep: Class 13 contains 10293 members 
Mstep: Class 14 contains 4231 members 
Mstep: Class 15 contains 28038 members 
Mstep: Class 16 contains 10129 members 
Mstep: Class 17 contains 32039 members 
Mstep: Class 18 contains 133502 members 
Mstep: Class 20 contains 28005 members 
Mstep: Class 21 contains 25515 members 
Mstep: Class 22 contains 8317 members 
Mstep: Class 23 contains 17468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65887600.000000 Penalty: 47802.589844
Iteration 37Q: 23 clusters Score -6.58876e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6464 members 
Mstep: Class 3 contains 23388 members 
Mstep: Class 4 contains 17363 members 
Mstep: Class 5 contains 189453 members 
Mstep: Class 6 contains 6783 members 
Mstep: Class 7 contains 33719 members 
Mstep: Class 8 contains 3469 members 
Mstep: Class 9 contains 31867 members 
Mstep: Class 10 contains 1820 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 18300 members 
Mstep: Class 13 contains 10323 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 28175 members 
Mstep: Class 16 contains 10233 members 
Mstep: Class 17 contains 31728 members 
Mstep: Class 18 contains 133413 members 
Mstep: Class 20 contains 28385 members 
Mstep: Class 21 contains 25334 members 
Mstep: Class 22 contains 8299 members 
Mstep: Class 23 contains 17502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65888156.000000 Penalty: 47802.589844
Iteration 38Q: 23 clusters Score -6.588816e+07 nChanged 2140
Entering ConstructFrom: 
Score: -65888156.000000 Penalty: 47802.589844
Entering ConstructFrom: 
Trying to split cluster 1 (3816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Entering Unmasked Estep 
Score: -374294.937500 Penalty: 1340.130615
	Iteration 0F: 2 clusters Score -374294.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -371092.093750 Penalty: 2680.261230
	Iteration 0F: 3 clusters Score -371092.1 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -372178.312500 Penalty: 2680.261230
	Iteration 1F: 3 clusters Score -372178.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -372664.687500 Penalty: 2680.261230
	Iteration 2F: 3 clusters Score -372664.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -373203.406250 Penalty: 2680.261230
	Iteration 3F: 3 clusters Score -373203.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -373825.250000 Penalty: 2680.261230
	Iteration 4F: 3 clusters Score -373825.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -374383.531250 Penalty: 2680.261230
	Iteration 5F: 3 clusters Score -374383.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -374656.281250 Penalty: 2680.261230
	Iteration 6F: 3 clusters Score -374656.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -374781.093750 Penalty: 2680.261230
	Iteration 7Q: 3 clusters Score -374781.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -374870.000000 Penalty: 2680.261230
	Iteration 8Q: 3 clusters Score -374870 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -374948.625000 Penalty: 2680.261230
	Iteration 9Q: 3 clusters Score -374948.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -375018.625000 Penalty: 2680.261230
	Iteration 10Q: 3 clusters Score -375018.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -375111.781250 Penalty: 2680.261230
	Iteration 11Q: 3 clusters Score -375111.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -375228.500000 Penalty: 2680.261230
	Iteration 12Q: 3 clusters Score -375228.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -375319.500000 Penalty: 2680.261230
	Iteration 13Q: 3 clusters Score -375319.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -375347.218750 Penalty: 2680.261230
	Iteration 14Q: 3 clusters Score -375347.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -375352.781250 Penalty: 2680.261230
	Iteration 15Q: 3 clusters Score -375352.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -375354.812500 Penalty: 2680.261230
	Iteration 16Q: 3 clusters Score -375354.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -375357.343750 Penalty: 2680.261230
	Iteration 17Q: 3 clusters Score -375357.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -375357.343750 Penalty: 2680.261230
	Iteration 18F: 3 clusters Score -375357.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6474 members 
Mstep: Class 3 contains 23405 members 
Mstep: Class 4 contains 17348 members 
Mstep: Class 5 contains 189108 members 
Mstep: Class 6 contains 6736 members 
Mstep: Class 7 contains 33829 members 
Mstep: Class 8 contains 3478 members 
Mstep: Class 9 contains 32005 members 
Mstep: Class 10 contains 1813 members 
Mstep: Class 11 contains 7079 members 
Mstep: Class 12 contains 18522 members 
Mstep: Class 13 contains 10355 members 
Mstep: Class 14 contains 4226 members 
Mstep: Class 15 contains 28260 members 
Mstep: Class 16 contains 10298 members 
Mstep: Class 17 contains 31438 members 
Mstep: Class 18 contains 133340 members 
Mstep: Class 19 contains 2312 members 
Mstep: Class 20 contains 28676 members 
Mstep: Class 21 contains 25147 members 
Mstep: Class 22 contains 8283 members 
Mstep: Class 23 contains 17561 members 
Entering Unmasked Estep 
Score: -65888548.000000 Penalty: 49975.437500
Splitting cluster 1 changes total score from -65888156.000000 to -65888548.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 2 (6474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Entering Unmasked Estep 
Score: -621090.937500 Penalty: 1426.026855
	Iteration 0F: 2 clusters Score -621090.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -616165.375000 Penalty: 2852.053711
	Iteration 0F: 3 clusters Score -616165.4 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -617863.500000 Penalty: 2852.053711
	Iteration 1F: 3 clusters Score -617863.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -618178.000000 Penalty: 2852.053711
	Iteration 2F: 3 clusters Score -618178 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -618392.625000 Penalty: 2852.053711
	Iteration 3F: 3 clusters Score -618392.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -618571.250000 Penalty: 2852.053711
	Iteration 4Q: 3 clusters Score -618571.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -618718.687500 Penalty: 2852.053711
	Iteration 5Q: 3 clusters Score -618718.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -618823.812500 Penalty: 2852.053711
	Iteration 6Q: 3 clusters Score -618823.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -618901.000000 Penalty: 2852.053711
	Iteration 7Q: 3 clusters Score -618901 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -618964.125000 Penalty: 2852.053711
	Iteration 8Q: 3 clusters Score -618964.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -619030.000000 Penalty: 2852.053711
	Iteration 9Q: 3 clusters Score -619030 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -619104.250000 Penalty: 2852.053711
	Iteration 10Q: 3 clusters Score -619104.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -619187.937500 Penalty: 2852.053711
	Iteration 11Q: 3 clusters Score -619187.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -619289.500000 Penalty: 2852.053711
	Iteration 12Q: 3 clusters Score -619289.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -619387.187500 Penalty: 2852.053711
	Iteration 13Q: 3 clusters Score -619387.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -619488.875000 Penalty: 2852.053711
	Iteration 14Q: 3 clusters Score -619488.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -619579.437500 Penalty: 2852.053711
	Iteration 15Q: 3 clusters Score -619579.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -619644.812500 Penalty: 2852.053711
	Iteration 16Q: 3 clusters Score -619644.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -619709.812500 Penalty: 2852.053711
	Iteration 17Q: 3 clusters Score -619709.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -619779.437500 Penalty: 2852.053711
	Iteration 18Q: 3 clusters Score -619779.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -619875.062500 Penalty: 2852.053711
	Iteration 19Q: 3 clusters Score -619875.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -619957.875000 Penalty: 2852.053711
	Iteration 20F: 3 clusters Score -619957.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -620018.187500 Penalty: 2852.053711
	Iteration 21Q: 3 clusters Score -620018.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -620069.437500 Penalty: 2852.053711
	Iteration 22Q: 3 clusters Score -620069.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -620098.937500 Penalty: 2852.053711
	Iteration 23Q: 3 clusters Score -620098.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -620129.562500 Penalty: 2852.053711
	Iteration 24Q: 3 clusters Score -620129.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -620150.000000 Penalty: 2852.053711
	Iteration 25Q: 3 clusters Score -620150 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -620164.562500 Penalty: 2852.053711
	Iteration 26Q: 3 clusters Score -620164.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -620177.250000 Penalty: 2852.053711
	Iteration 27Q: 3 clusters Score -620177.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -620184.937500 Penalty: 2852.053711
	Iteration 28Q: 3 clusters Score -620184.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -620192.250000 Penalty: 2852.053711
	Iteration 29Q: 3 clusters Score -620192.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -620201.312500 Penalty: 2852.053711
	Iteration 30Q: 3 clusters Score -620201.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -620208.875000 Penalty: 2852.053711
	Iteration 31Q: 3 clusters Score -620208.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -620222.250000 Penalty: 2852.053711
	Iteration 32Q: 3 clusters Score -620222.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -620235.125000 Penalty: 2852.053711
	Iteration 33Q: 3 clusters Score -620235.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -620252.062500 Penalty: 2852.053711
	Iteration 34Q: 3 clusters Score -620252.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -620260.500000 Penalty: 2852.053711
	Iteration 35Q: 3 clusters Score -620260.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -620267.125000 Penalty: 2852.053711
	Iteration 36Q: 3 clusters Score -620267.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -620267.937500 Penalty: 2852.053711
	Iteration 37Q: 3 clusters Score -620267.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -620272.812500 Penalty: 2852.053711
	Iteration 38Q: 3 clusters Score -620272.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -620275.250000 Penalty: 2852.053711
	Iteration 39Q: 3 clusters Score -620275.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -620278.250000 Penalty: 2852.053711
	Iteration 40F: 3 clusters Score -620278.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -620283.937500 Penalty: 2852.053711
	Iteration 41Q: 3 clusters Score -620283.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -620285.875000 Penalty: 2852.053711
	Iteration 42Q: 3 clusters Score -620285.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -620292.062500 Penalty: 2852.053711
	Iteration 43Q: 3 clusters Score -620292.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -620301.500000 Penalty: 2852.053711
	Iteration 44Q: 3 clusters Score -620301.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -620315.062500 Penalty: 2852.053711
	Iteration 45Q: 3 clusters Score -620315.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -620330.687500 Penalty: 2852.053711
	Iteration 46Q: 3 clusters Score -620330.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -620342.500000 Penalty: 2852.053711
	Iteration 47Q: 3 clusters Score -620342.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -620352.500000 Penalty: 2852.053711
	Iteration 48Q: 3 clusters Score -620352.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -620362.812500 Penalty: 2852.053711
	Iteration 49Q: 3 clusters Score -620362.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -620376.437500 Penalty: 2852.053711
	Iteration 50Q: 3 clusters Score -620376.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -620395.937500 Penalty: 2852.053711
	Iteration 51Q: 3 clusters Score -620395.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -620423.812500 Penalty: 2852.053711
	Iteration 52Q: 3 clusters Score -620423.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -620447.250000 Penalty: 2852.053711
	Iteration 53Q: 3 clusters Score -620447.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -620461.500000 Penalty: 2852.053711
	Iteration 54Q: 3 clusters Score -620461.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -620466.812500 Penalty: 2852.053711
	Iteration 55Q: 3 clusters Score -620466.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -620469.500000 Penalty: 2852.053711
	Iteration 56Q: 3 clusters Score -620469.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -620470.687500 Penalty: 2852.053711
	Iteration 57Q: 3 clusters Score -620470.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -620470.250000 Penalty: 2852.053711
	Iteration 58Q: 3 clusters Score -620470.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -620470.437500 Penalty: 2852.053711
	Iteration 59Q: 3 clusters Score -620470.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -620471.875000 Penalty: 2852.053711
	Iteration 60F: 3 clusters Score -620471.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -620471.687500 Penalty: 2852.053711
	Iteration 61Q: 3 clusters Score -620471.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -620471.687500 Penalty: 2852.053711
	Iteration 62F: 3 clusters Score -620471.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Entering Unmasked Estep 
Score: -2483504.000000 Penalty: 1634.864624
	Iteration 0F: 2 clusters Score -2483504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2467500.250000 Penalty: 3269.729248
	Iteration 0F: 3 clusters Score -2467500 nChanged 10723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2473621.000000 Penalty: 3269.729248
	Iteration 1F: 3 clusters Score -2473621 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2474094.250000 Penalty: 3269.729248
	Iteration 2F: 3 clusters Score -2474094 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -2474600.000000 Penalty: 3269.729248
	Iteration 3F: 3 clusters Score -2474600 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2475177.500000 Penalty: 3269.729248
	Iteration 4F: 3 clusters Score -2475178 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2475902.000000 Penalty: 3269.729248
	Iteration 5F: 3 clusters Score -2475902 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2476774.250000 Penalty: 3269.729248
	Iteration 6F: 3 clusters Score -2476774 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2477641.750000 Penalty: 3269.729248
	Iteration 7F: 3 clusters Score -2477642 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2478436.750000 Penalty: 3269.729248
	Iteration 8F: 3 clusters Score -2478437 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2479137.500000 Penalty: 3269.729248
	Iteration 9Q: 3 clusters Score -2479138 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2479782.750000 Penalty: 3269.729248
	Iteration 10Q: 3 clusters Score -2479783 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2480267.250000 Penalty: 3269.729248
	Iteration 11Q: 3 clusters Score -2480267 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2480627.000000 Penalty: 3269.729248
	Iteration 12Q: 3 clusters Score -2480627 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2480968.000000 Penalty: 3269.729248
	Iteration 13Q: 3 clusters Score -2480968 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2481275.500000 Penalty: 3269.729248
	Iteration 14Q: 3 clusters Score -2481276 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2481551.500000 Penalty: 3269.729248
	Iteration 15Q: 3 clusters Score -2481552 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2481836.000000 Penalty: 3269.729248
	Iteration 16Q: 3 clusters Score -2481836 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -2482091.250000 Penalty: 3269.729248
	Iteration 17Q: 3 clusters Score -2482091 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -2482336.500000 Penalty: 3269.729248
	Iteration 18Q: 3 clusters Score -2482336 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2482540.750000 Penalty: 3269.729248
	Iteration 19Q: 3 clusters Score -2482541 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -2482734.750000 Penalty: 3269.729248
	Iteration 20F: 3 clusters Score -2482735 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -2482905.000000 Penalty: 3269.729248
	Iteration 21Q: 3 clusters Score -2482905 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -2483052.250000 Penalty: 3269.729248
	Iteration 22Q: 3 clusters Score -2483052 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -2483175.000000 Penalty: 3269.729248
	Iteration 23Q: 3 clusters Score -2483175 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -2483263.250000 Penalty: 3269.729248
	Iteration 24Q: 3 clusters Score -2483263 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -2483327.000000 Penalty: 3269.729248
	Iteration 25Q: 3 clusters Score -2483327 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -2483394.500000 Penalty: 3269.729248
	Iteration 26Q: 3 clusters Score -2483394 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -2483460.750000 Penalty: 3269.729248
	Iteration 27Q: 3 clusters Score -2483461 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -2483524.500000 Penalty: 3269.729248
	Iteration 28Q: 3 clusters Score -2483524 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -2483597.500000 Penalty: 3269.729248
	Iteration 29Q: 3 clusters Score -2483598 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -2483651.000000 Penalty: 3269.729248
	Iteration 30Q: 3 clusters Score -2483651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -2483677.500000 Penalty: 3269.729248
	Iteration 31Q: 3 clusters Score -2483678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -2483684.000000 Penalty: 3269.729248
	Iteration 32Q: 3 clusters Score -2483684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -2483687.250000 Penalty: 3269.729248
	Iteration 33Q: 3 clusters Score -2483687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -2483688.250000 Penalty: 3269.729248
	Iteration 34Q: 3 clusters Score -2483688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -2483692.000000 Penalty: 3269.729248
	Iteration 35Q: 3 clusters Score -2483692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -2483687.000000 Penalty: 3269.729248
	Iteration 36Q: 3 clusters Score -2483687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -2483690.000000 Penalty: 3269.729248
	Iteration 37Q: 3 clusters Score -2483690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -2483690.000000 Penalty: 3269.729248
	Iteration 38F: 3 clusters Score -2483690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6474 members 
Mstep: Class 3 contains 603 members 
Mstep: Class 4 contains 17348 members 
Mstep: Class 5 contains 189108 members 
Mstep: Class 6 contains 6736 members 
Mstep: Class 7 contains 33829 members 
Mstep: Class 8 contains 3478 members 
Mstep: Class 9 contains 32005 members 
Mstep: Class 10 contains 1813 members 
Mstep: Class 11 contains 7079 members 
Mstep: Class 12 contains 18522 members 
Mstep: Class 13 contains 10355 members 
Mstep: Class 14 contains 4226 members 
Mstep: Class 15 contains 28260 members 
Mstep: Class 16 contains 10298 members 
Mstep: Class 17 contains 31438 members 
Mstep: Class 18 contains 133340 members 
Mstep: Class 19 contains 2312 members 
Mstep: Class 20 contains 28676 members 
Mstep: Class 21 contains 25147 members 
Mstep: Class 22 contains 8283 members 
Mstep: Class 23 contains 17561 members 
Mstep: Class 24 contains 22802 members 
Entering Unmasked Estep 
Score: -65888224.000000 Penalty: 52148.281250
Splitting cluster 3 changes total score from -65888156.000000 to -65888224.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 4 (17348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Entering Unmasked Estep 
Score: -1766587.875000 Penalty: 1586.200317
	Iteration 0F: 2 clusters Score -1766588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1754790.500000 Penalty: 3172.400635
	Iteration 0F: 3 clusters Score -1754790 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1760233.875000 Penalty: 3172.400635
	Iteration 1F: 3 clusters Score -1760234 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1762022.875000 Penalty: 3172.400635
	Iteration 2F: 3 clusters Score -1762023 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1763880.500000 Penalty: 3172.400635
	Iteration 3F: 3 clusters Score -1763880 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1765118.375000 Penalty: 3172.400635
	Iteration 4F: 3 clusters Score -1765118 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1765786.625000 Penalty: 3172.400635
	Iteration 5F: 3 clusters Score -1765787 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1766241.875000 Penalty: 3172.400635
	Iteration 6Q: 3 clusters Score -1766242 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1766540.875000 Penalty: 3172.400635
	Iteration 7Q: 3 clusters Score -1766541 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1766827.875000 Penalty: 3172.400635
	Iteration 8Q: 3 clusters Score -1766828 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1767065.375000 Penalty: 3172.400635
	Iteration 9Q: 3 clusters Score -1767065 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1767334.250000 Penalty: 3172.400635
	Iteration 10Q: 3 clusters Score -1767334 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1767748.500000 Penalty: 3172.400635
	Iteration 11Q: 3 clusters Score -1767748 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1768441.250000 Penalty: 3172.400635
	Iteration 12Q: 3 clusters Score -1768441 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1769372.000000 Penalty: 3172.400635
	Iteration 13Q: 3 clusters Score -1769372 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1770340.875000 Penalty: 3172.400635
	Iteration 14Q: 3 clusters Score -1770341 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1771091.500000 Penalty: 3172.400635
	Iteration 15Q: 3 clusters Score -1771092 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1771473.000000 Penalty: 3172.400635
	Iteration 16Q: 3 clusters Score -1771473 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1771661.125000 Penalty: 3172.400635
	Iteration 17Q: 3 clusters Score -1771661 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1771743.250000 Penalty: 3172.400635
	Iteration 18Q: 3 clusters Score -1771743 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1771774.750000 Penalty: 3172.400635
	Iteration 19Q: 3 clusters Score -1771775 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1771798.000000 Penalty: 3172.400635
	Iteration 20F: 3 clusters Score -1771798 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1771816.125000 Penalty: 3172.400635
	Iteration 21Q: 3 clusters Score -1771816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1771817.250000 Penalty: 3172.400635
	Iteration 22Q: 3 clusters Score -1771817 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1771818.250000 Penalty: 3172.400635
	Iteration 23Q: 3 clusters Score -1771818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1771825.125000 Penalty: 3172.400635
	Iteration 24Q: 3 clusters Score -1771825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1771828.750000 Penalty: 3172.400635
	Iteration 25Q: 3 clusters Score -1771829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1771828.375000 Penalty: 3172.400635
	Iteration 26Q: 3 clusters Score -1771828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1771831.125000 Penalty: 3172.400635
	Iteration 27Q: 3 clusters Score -1771831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1771833.250000 Penalty: 3172.400635
	Iteration 28Q: 3 clusters Score -1771833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1771834.375000 Penalty: 3172.400635
	Iteration 29Q: 3 clusters Score -1771834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1771840.000000 Penalty: 3172.400635
	Iteration 30Q: 3 clusters Score -1771840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1771838.000000 Penalty: 3172.400635
	Iteration 31Q: 3 clusters Score -1771838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1771837.875000 Penalty: 3172.400635
	Iteration 32Q: 3 clusters Score -1771838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1771839.000000 Penalty: 3172.400635
	Iteration 33Q: 3 clusters Score -1771839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1771836.500000 Penalty: 3172.400635
	Iteration 34Q: 3 clusters Score -1771836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1771838.375000 Penalty: 3172.400635
	Iteration 35Q: 3 clusters Score -1771838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1771839.250000 Penalty: 3172.400635
	Iteration 36Q: 3 clusters Score -1771839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1771839.250000 Penalty: 3172.400635
	Iteration 37F: 3 clusters Score -1771839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6474 members 
Mstep: Class 3 contains 603 members 
Mstep: Class 4 contains 10483 members 
Mstep: Class 5 contains 189108 members 
Mstep: Class 6 contains 6736 members 
Mstep: Class 7 contains 33829 members 
Mstep: Class 8 contains 3478 members 
Mstep: Class 9 contains 32005 members 
Mstep: Class 10 contains 1813 members 
Mstep: Class 11 contains 7079 members 
Mstep: Class 12 contains 18522 members 
Mstep: Class 13 contains 10355 members 
Mstep: Class 14 contains 4226 members 
Mstep: Class 15 contains 28260 members 
Mstep: Class 16 contains 10298 members 
Mstep: Class 17 contains 31438 members 
Mstep: Class 18 contains 133340 members 
Mstep: Class 19 contains 2312 members 
Mstep: Class 20 contains 28676 members 
Mstep: Class 21 contains 25147 members 
Mstep: Class 22 contains 8283 members 
Mstep: Class 23 contains 17561 members 
Mstep: Class 24 contains 22802 members 
Mstep: Class 25 contains 6865 members 
Entering Unmasked Estep 
Score: -65893036.000000 Penalty: 54321.125000
Splitting cluster 4 changes total score from -65888156.000000 to -65893036.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 5 (189108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189108 members 
Entering Unmasked Estep 
Score: -20221274.000000 Penalty: 1974.387085
	Iteration 0F: 2 clusters Score -2.022127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94582 members 
Mstep: Class 2 contains 94526 members 
Entering Unmasked Estep 
Score: -20107182.000000 Penalty: 3948.774170
	Iteration 0F: 3 clusters Score -2.010718e+07 nChanged 91455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96085 members 
Mstep: Class 2 contains 93023 members 
Entering Unmasked Estep 
Score: -20161850.000000 Penalty: 3948.774170
	Iteration 1F: 3 clusters Score -2.016185e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96764 members 
Mstep: Class 2 contains 92344 members 
Entering Unmasked Estep 
Score: -20164872.000000 Penalty: 3948.774170
	Iteration 2Q: 3 clusters Score -2.016487e+07 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97407 members 
Mstep: Class 2 contains 91701 members 
Entering Unmasked Estep 
Score: -20170052.000000 Penalty: 3948.774170
	Iteration 3Q: 3 clusters Score -2.017005e+07 nChanged 11017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97592 members 
Mstep: Class 2 contains 91516 members 
Entering Unmasked Estep 
Score: -20177842.000000 Penalty: 3948.774170
	Iteration 4F: 3 clusters Score -2.017784e+07 nChanged 13164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96984 members 
Mstep: Class 2 contains 92124 members 
Entering Unmasked Estep 
Score: -20188138.000000 Penalty: 3948.774170
	Iteration 5F: 3 clusters Score -2.018814e+07 nChanged 13857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95761 members 
Mstep: Class 2 contains 93347 members 
Entering Unmasked Estep 
Score: -20197826.000000 Penalty: 3948.774170
	Iteration 6F: 3 clusters Score -2.019783e+07 nChanged 11738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94239 members 
Mstep: Class 2 contains 94869 members 
Entering Unmasked Estep 
Score: -20204832.000000 Penalty: 3948.774170
	Iteration 7F: 3 clusters Score -2.020483e+07 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92594 members 
Mstep: Class 2 contains 96514 members 
Entering Unmasked Estep 
Score: -20208072.000000 Penalty: 3948.774170
	Iteration 8Q: 3 clusters Score -2.020807e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90873 members 
Mstep: Class 2 contains 98235 members 
Entering Unmasked Estep 
Score: -20209742.000000 Penalty: 3948.774170
	Iteration 9Q: 3 clusters Score -2.020974e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89190 members 
Mstep: Class 2 contains 99918 members 
Entering Unmasked Estep 
Score: -20210446.000000 Penalty: 3948.774170
	Iteration 10Q: 3 clusters Score -2.021045e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87362 members 
Mstep: Class 2 contains 101746 members 
Entering Unmasked Estep 
Score: -20211028.000000 Penalty: 3948.774170
	Iteration 11Q: 3 clusters Score -2.021103e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85474 members 
Mstep: Class 2 contains 103634 members 
Entering Unmasked Estep 
Score: -20211570.000000 Penalty: 3948.774170
	Iteration 12Q: 3 clusters Score -2.021157e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83473 members 
Mstep: Class 2 contains 105635 members 
Entering Unmasked Estep 
Score: -20212070.000000 Penalty: 3948.774170
	Iteration 13Q: 3 clusters Score -2.021207e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81341 members 
Mstep: Class 2 contains 107767 members 
Entering Unmasked Estep 
Score: -20212504.000000 Penalty: 3948.774170
	Iteration 14Q: 3 clusters Score -2.02125e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79009 members 
Mstep: Class 2 contains 110099 members 
Entering Unmasked Estep 
Score: -20212980.000000 Penalty: 3948.774170
	Iteration 15Q: 3 clusters Score -2.021298e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76363 members 
Mstep: Class 2 contains 112745 members 
Entering Unmasked Estep 
Score: -20213778.000000 Penalty: 3948.774170
	Iteration 16Q: 3 clusters Score -2.021378e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73444 members 
Mstep: Class 2 contains 115664 members 
Entering Unmasked Estep 
Score: -20214626.000000 Penalty: 3948.774170
	Iteration 17Q: 3 clusters Score -2.021463e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70375 members 
Mstep: Class 2 contains 118733 members 
Entering Unmasked Estep 
Score: -20215594.000000 Penalty: 3948.774170
	Iteration 18Q: 3 clusters Score -2.021559e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67079 members 
Mstep: Class 2 contains 122029 members 
Entering Unmasked Estep 
Score: -20216870.000000 Penalty: 3948.774170
	Iteration 19Q: 3 clusters Score -2.021687e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63543 members 
Mstep: Class 2 contains 125565 members 
Entering Unmasked Estep 
Score: -20218102.000000 Penalty: 3948.774170
	Iteration 20F: 3 clusters Score -2.02181e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59854 members 
Mstep: Class 2 contains 129254 members 
Entering Unmasked Estep 
Score: -20219564.000000 Penalty: 3948.774170
	Iteration 21Q: 3 clusters Score -2.021956e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 133017 members 
Entering Unmasked Estep 
Score: -20221118.000000 Penalty: 3948.774170
	Iteration 22Q: 3 clusters Score -2.022112e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 136821 members 
Entering Unmasked Estep 
Score: -20222618.000000 Penalty: 3948.774170
	Iteration 23Q: 3 clusters Score -2.022262e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 140493 members 
Entering Unmasked Estep 
Score: -20224102.000000 Penalty: 3948.774170
	Iteration 24Q: 3 clusters Score -2.02241e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 143815 members 
Entering Unmasked Estep 
Score: -20225248.000000 Penalty: 3948.774170
	Iteration 25Q: 3 clusters Score -2.022525e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 146817 members 
Entering Unmasked Estep 
Score: -20226352.000000 Penalty: 3948.774170
	Iteration 26Q: 3 clusters Score -2.022635e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 149580 members 
Entering Unmasked Estep 
Score: -20227168.000000 Penalty: 3948.774170
	Iteration 27Q: 3 clusters Score -2.022717e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 152089 members 
Entering Unmasked Estep 
Score: -20227786.000000 Penalty: 3948.774170
	Iteration 28Q: 3 clusters Score -2.022779e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 154337 members 
Entering Unmasked Estep 
Score: -20228236.000000 Penalty: 3948.774170
	Iteration 29Q: 3 clusters Score -2.022824e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 156396 members 
Entering Unmasked Estep 
Score: -20228540.000000 Penalty: 3948.774170
	Iteration 30Q: 3 clusters Score -2.022854e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 158224 members 
Entering Unmasked Estep 
Score: -20228494.000000 Penalty: 3948.774170
	Iteration 31Q: 3 clusters Score -2.022849e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 159936 members 
Entering Unmasked Estep 
Score: -20228416.000000 Penalty: 3948.774170
	Iteration 32Q: 3 clusters Score -2.022842e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 161451 members 
Entering Unmasked Estep 
Score: -20228332.000000 Penalty: 3948.774170
	Iteration 33Q: 3 clusters Score -2.022833e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 162842 members 
Entering Unmasked Estep 
Score: -20228156.000000 Penalty: 3948.774170
	Iteration 34Q: 3 clusters Score -2.022816e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 164071 members 
Entering Unmasked Estep 
Score: -20227952.000000 Penalty: 3948.774170
	Iteration 35Q: 3 clusters Score -2.022795e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 165135 members 
Entering Unmasked Estep 
Score: -20227800.000000 Penalty: 3948.774170
	Iteration 36Q: 3 clusters Score -2.02278e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 166103 members 
Entering Unmasked Estep 
Score: -20227602.000000 Penalty: 3948.774170
	Iteration 37Q: 3 clusters Score -2.02276e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 166987 members 
Entering Unmasked Estep 
Score: -20227544.000000 Penalty: 3948.774170
	Iteration 38Q: 3 clusters Score -2.022754e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 167851 members 
Entering Unmasked Estep 
Score: -20227298.000000 Penalty: 3948.774170
	Iteration 39Q: 3 clusters Score -2.02273e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 168612 members 
Entering Unmasked Estep 
Score: -20227100.000000 Penalty: 3948.774170
	Iteration 40F: 3 clusters Score -2.02271e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 169350 members 
Entering Unmasked Estep 
Score: -20226844.000000 Penalty: 3948.774170
	Iteration 41Q: 3 clusters Score -2.022684e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 169995 members 
Entering Unmasked Estep 
Score: -20226642.000000 Penalty: 3948.774170
	Iteration 42Q: 3 clusters Score -2.022664e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 170591 members 
Entering Unmasked Estep 
Score: -20226528.000000 Penalty: 3948.774170
	Iteration 43Q: 3 clusters Score -2.022653e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 171111 members 
Entering Unmasked Estep 
Score: -20226384.000000 Penalty: 3948.774170
	Iteration 44Q: 3 clusters Score -2.022638e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 171565 members 
Entering Unmasked Estep 
Score: -20226236.000000 Penalty: 3948.774170
	Iteration 45Q: 3 clusters Score -2.022624e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 171979 members 
Entering Unmasked Estep 
Score: -20226112.000000 Penalty: 3948.774170
	Iteration 46Q: 3 clusters Score -2.022611e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 172394 members 
Entering Unmasked Estep 
Score: -20226004.000000 Penalty: 3948.774170
	Iteration 47Q: 3 clusters Score -2.0226e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 172788 members 
Entering Unmasked Estep 
Score: -20225898.000000 Penalty: 3948.774170
	Iteration 48Q: 3 clusters Score -2.02259e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 173163 members 
Entering Unmasked Estep 
Score: -20225798.000000 Penalty: 3948.774170
	Iteration 49Q: 3 clusters Score -2.02258e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 173492 members 
Entering Unmasked Estep 
Score: -20225692.000000 Penalty: 3948.774170
	Iteration 50Q: 3 clusters Score -2.022569e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 173817 members 
Entering Unmasked Estep 
Score: -20225618.000000 Penalty: 3948.774170
	Iteration 51Q: 3 clusters Score -2.022562e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 174103 members 
Entering Unmasked Estep 
Score: -20225552.000000 Penalty: 3948.774170
	Iteration 52Q: 3 clusters Score -2.022555e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 174372 members 
Entering Unmasked Estep 
Score: -20225500.000000 Penalty: 3948.774170
	Iteration 53Q: 3 clusters Score -2.02255e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 174641 members 
Entering Unmasked Estep 
Score: -20225386.000000 Penalty: 3948.774170
	Iteration 54Q: 3 clusters Score -2.022539e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 174892 members 
Entering Unmasked Estep 
Score: -20225364.000000 Penalty: 3948.774170
	Iteration 55Q: 3 clusters Score -2.022536e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 175124 members 
Entering Unmasked Estep 
Score: -20225264.000000 Penalty: 3948.774170
	Iteration 56Q: 3 clusters Score -2.022526e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 175348 members 
Entering Unmasked Estep 
Score: -20225194.000000 Penalty: 3948.774170
	Iteration 57Q: 3 clusters Score -2.022519e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 175594 members 
Entering Unmasked Estep 
Score: -20225092.000000 Penalty: 3948.774170
	Iteration 58Q: 3 clusters Score -2.022509e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 175816 members 
Entering Unmasked Estep 
Score: -20225068.000000 Penalty: 3948.774170
	Iteration 59Q: 3 clusters Score -2.022507e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 176021 members 
Entering Unmasked Estep 
Score: -20225024.000000 Penalty: 3948.774170
	Iteration 60F: 3 clusters Score -2.022502e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 176215 members 
Entering Unmasked Estep 
Score: -20224932.000000 Penalty: 3948.774170
	Iteration 61Q: 3 clusters Score -2.022493e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 176394 members 
Entering Unmasked Estep 
Score: -20224894.000000 Penalty: 3948.774170
	Iteration 62Q: 3 clusters Score -2.022489e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 176585 members 
Entering Unmasked Estep 
Score: -20224838.000000 Penalty: 3948.774170
	Iteration 63Q: 3 clusters Score -2.022484e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 176757 members 
Entering Unmasked Estep 
Score: -20224768.000000 Penalty: 3948.774170
	Iteration 64Q: 3 clusters Score -2.022477e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 176917 members 
Entering Unmasked Estep 
Score: -20224708.000000 Penalty: 3948.774170
	Iteration 65Q: 3 clusters Score -2.022471e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 177059 members 
Entering Unmasked Estep 
Score: -20224686.000000 Penalty: 3948.774170
	Iteration 66Q: 3 clusters Score -2.022469e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 177189 members 
Entering Unmasked Estep 
Score: -20224684.000000 Penalty: 3948.774170
	Iteration 67Q: 3 clusters Score -2.022468e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 177313 members 
Entering Unmasked Estep 
Score: -20224640.000000 Penalty: 3948.774170
	Iteration 68Q: 3 clusters Score -2.022464e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 177455 members 
Entering Unmasked Estep 
Score: -20224586.000000 Penalty: 3948.774170
	Iteration 69Q: 3 clusters Score -2.022459e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 177593 members 
Entering Unmasked Estep 
Score: -20224544.000000 Penalty: 3948.774170
	Iteration 70Q: 3 clusters Score -2.022454e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 177740 members 
Entering Unmasked Estep 
Score: -20224518.000000 Penalty: 3948.774170
	Iteration 71Q: 3 clusters Score -2.022452e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 177871 members 
Entering Unmasked Estep 
Score: -20224512.000000 Penalty: 3948.774170
	Iteration 72Q: 3 clusters Score -2.022451e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 178000 members 
Entering Unmasked Estep 
Score: -20224430.000000 Penalty: 3948.774170
	Iteration 73Q: 3 clusters Score -2.022443e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 178110 members 
Entering Unmasked Estep 
Score: -20224400.000000 Penalty: 3948.774170
	Iteration 74Q: 3 clusters Score -2.02244e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 178200 members 
Entering Unmasked Estep 
Score: -20224424.000000 Penalty: 3948.774170
	Iteration 75Q: 3 clusters Score -2.022442e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 178297 members 
Entering Unmasked Estep 
Score: -20224382.000000 Penalty: 3948.774170
	Iteration 76Q: 3 clusters Score -2.022438e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 178388 members 
Entering Unmasked Estep 
Score: -20224362.000000 Penalty: 3948.774170
	Iteration 77Q: 3 clusters Score -2.022436e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 178486 members 
Entering Unmasked Estep 
Score: -20224370.000000 Penalty: 3948.774170
	Iteration 78Q: 3 clusters Score -2.022437e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 178579 members 
Entering Unmasked Estep 
Score: -20224336.000000 Penalty: 3948.774170
	Iteration 79Q: 3 clusters Score -2.022434e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 178670 members 
Entering Unmasked Estep 
Score: -20224320.000000 Penalty: 3948.774170
	Iteration 80F: 3 clusters Score -2.022432e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 178768 members 
Entering Unmasked Estep 
Score: -20224304.000000 Penalty: 3948.774170
	Iteration 81Q: 3 clusters Score -2.02243e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 178866 members 
Entering Unmasked Estep 
Score: -20224270.000000 Penalty: 3948.774170
	Iteration 82Q: 3 clusters Score -2.022427e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 178967 members 
Entering Unmasked Estep 
Score: -20224274.000000 Penalty: 3948.774170
	Iteration 83Q: 3 clusters Score -2.022427e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 179086 members 
Entering Unmasked Estep 
Score: -20224254.000000 Penalty: 3948.774170
	Iteration 84Q: 3 clusters Score -2.022425e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 179226 members 
Entering Unmasked Estep 
Score: -20224200.000000 Penalty: 3948.774170
	Iteration 85Q: 3 clusters Score -2.02242e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 179370 members 
Entering Unmasked Estep 
Score: -20224218.000000 Penalty: 3948.774170
	Iteration 86Q: 3 clusters Score -2.022422e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 179513 members 
Entering Unmasked Estep 
Score: -20224108.000000 Penalty: 3948.774170
	Iteration 87Q: 3 clusters Score -2.022411e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 179661 members 
Entering Unmasked Estep 
Score: -20224098.000000 Penalty: 3948.774170
	Iteration 88Q: 3 clusters Score -2.02241e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 179797 members 
Entering Unmasked Estep 
Score: -20224048.000000 Penalty: 3948.774170
	Iteration 89Q: 3 clusters Score -2.022405e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 179919 members 
Entering Unmasked Estep 
Score: -20224008.000000 Penalty: 3948.774170
	Iteration 90Q: 3 clusters Score -2.022401e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 180070 members 
Entering Unmasked Estep 
Score: -20224020.000000 Penalty: 3948.774170
	Iteration 91Q: 3 clusters Score -2.022402e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 180236 members 
Entering Unmasked Estep 
Score: -20224056.000000 Penalty: 3948.774170
	Iteration 92Q: 3 clusters Score -2.022406e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 180417 members 
Entering Unmasked Estep 
Score: -20224042.000000 Penalty: 3948.774170
	Iteration 93Q: 3 clusters Score -2.022404e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 180567 members 
Entering Unmasked Estep 
Score: -20224044.000000 Penalty: 3948.774170
	Iteration 94Q: 3 clusters Score -2.022404e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 180732 members 
Entering Unmasked Estep 
Score: -20224040.000000 Penalty: 3948.774170
	Iteration 95Q: 3 clusters Score -2.022404e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 180903 members 
Entering Unmasked Estep 
Score: -20223968.000000 Penalty: 3948.774170
	Iteration 96Q: 3 clusters Score -2.022397e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 181071 members 
Entering Unmasked Estep 
Score: -20223978.000000 Penalty: 3948.774170
	Iteration 97Q: 3 clusters Score -2.022398e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 181256 members 
Entering Unmasked Estep 
Score: -20224008.000000 Penalty: 3948.774170
	Iteration 98Q: 3 clusters Score -2.022401e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 181441 members 
Entering Unmasked Estep 
Score: -20223934.000000 Penalty: 3948.774170
	Iteration 99Q: 3 clusters Score -2.022393e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 181617 members 
Entering Unmasked Estep 
Score: -20223940.000000 Penalty: 3948.774170
	Iteration 100F: 3 clusters Score -2.022394e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 181771 members 
Entering Unmasked Estep 
Score: -20223932.000000 Penalty: 3948.774170
	Iteration 101Q: 3 clusters Score -2.022393e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 181950 members 
Entering Unmasked Estep 
Score: -20223944.000000 Penalty: 3948.774170
	Iteration 102Q: 3 clusters Score -2.022394e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 182122 members 
Entering Unmasked Estep 
Score: -20223936.000000 Penalty: 3948.774170
	Iteration 103Q: 3 clusters Score -2.022394e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 182261 members 
Entering Unmasked Estep 
Score: -20223920.000000 Penalty: 3948.774170
	Iteration 104Q: 3 clusters Score -2.022392e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 182414 members 
Entering Unmasked Estep 
Score: -20223902.000000 Penalty: 3948.774170
	Iteration 105Q: 3 clusters Score -2.02239e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 182572 members 
Entering Unmasked Estep 
Score: -20223852.000000 Penalty: 3948.774170
	Iteration 106Q: 3 clusters Score -2.022385e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 182718 members 
Entering Unmasked Estep 
Score: -20223816.000000 Penalty: 3948.774170
	Iteration 107Q: 3 clusters Score -2.022382e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 182854 members 
Entering Unmasked Estep 
Score: -20223802.000000 Penalty: 3948.774170
	Iteration 108Q: 3 clusters Score -2.02238e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 182978 members 
Entering Unmasked Estep 
Score: -20223806.000000 Penalty: 3948.774170
	Iteration 109Q: 3 clusters Score -2.022381e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 183076 members 
Entering Unmasked Estep 
Score: -20223792.000000 Penalty: 3948.774170
	Iteration 110Q: 3 clusters Score -2.022379e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 183166 members 
Entering Unmasked Estep 
Score: -20223772.000000 Penalty: 3948.774170
	Iteration 111Q: 3 clusters Score -2.022377e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 183235 members 
Entering Unmasked Estep 
Score: -20223732.000000 Penalty: 3948.774170
	Iteration 112Q: 3 clusters Score -2.022373e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 183299 members 
Entering Unmasked Estep 
Score: -20223720.000000 Penalty: 3948.774170
	Iteration 113Q: 3 clusters Score -2.022372e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 183349 members 
Entering Unmasked Estep 
Score: -20223692.000000 Penalty: 3948.774170
	Iteration 114Q: 3 clusters Score -2.022369e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 183390 members 
Entering Unmasked Estep 
Score: -20223696.000000 Penalty: 3948.774170
	Iteration 115Q: 3 clusters Score -2.02237e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 183430 members 
Entering Unmasked Estep 
Score: -20223674.000000 Penalty: 3948.774170
	Iteration 116Q: 3 clusters Score -2.022367e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 183463 members 
Entering Unmasked Estep 
Score: -20223652.000000 Penalty: 3948.774170
	Iteration 117Q: 3 clusters Score -2.022365e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 183497 members 
Entering Unmasked Estep 
Score: -20223656.000000 Penalty: 3948.774170
	Iteration 118Q: 3 clusters Score -2.022366e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 183525 members 
Entering Unmasked Estep 
Score: -20223642.000000 Penalty: 3948.774170
	Iteration 119Q: 3 clusters Score -2.022364e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 183545 members 
Entering Unmasked Estep 
Score: -20223630.000000 Penalty: 3948.774170
	Iteration 120F: 3 clusters Score -2.022363e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 183567 members 
Entering Unmasked Estep 
Score: -20223628.000000 Penalty: 3948.774170
	Iteration 121Q: 3 clusters Score -2.022363e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 183592 members 
Entering Unmasked Estep 
Score: -20223602.000000 Penalty: 3948.774170
	Iteration 122Q: 3 clusters Score -2.02236e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 183615 members 
Entering Unmasked Estep 
Score: -20223626.000000 Penalty: 3948.774170
	Iteration 123Q: 3 clusters Score -2.022363e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 183629 members 
Entering Unmasked Estep 
Score: -20223598.000000 Penalty: 3948.774170
	Iteration 124Q: 3 clusters Score -2.02236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 183640 members 
Entering Unmasked Estep 
Score: -20223614.000000 Penalty: 3948.774170
	Iteration 125Q: 3 clusters Score -2.022361e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 183656 members 
Entering Unmasked Estep 
Score: -20223606.000000 Penalty: 3948.774170
	Iteration 126Q: 3 clusters Score -2.022361e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 183673 members 
Entering Unmasked Estep 
Score: -20223600.000000 Penalty: 3948.774170
	Iteration 127Q: 3 clusters Score -2.02236e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 183687 members 
Entering Unmasked Estep 
Score: -20223588.000000 Penalty: 3948.774170
	Iteration 128Q: 3 clusters Score -2.022359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 183695 members 
Entering Unmasked Estep 
Score: -20223574.000000 Penalty: 3948.774170
	Iteration 129Q: 3 clusters Score -2.022357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 183700 members 
Entering Unmasked Estep 
Score: -20223558.000000 Penalty: 3948.774170
	Iteration 130Q: 3 clusters Score -2.022356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 183704 members 
Entering Unmasked Estep 
Score: -20223548.000000 Penalty: 3948.774170
	Iteration 131Q: 3 clusters Score -2.022355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 183709 members 
Entering Unmasked Estep 
Score: -20223556.000000 Penalty: 3948.774170
	Iteration 132Q: 3 clusters Score -2.022356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 183709 members 
Entering Unmasked Estep 
Score: -20223556.000000 Penalty: 3948.774170
	Iteration 133F: 3 clusters Score -2.022356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6474 members 
Mstep: Class 3 contains 603 members 
Mstep: Class 4 contains 10483 members 
Mstep: Class 5 contains 5399 members 
Mstep: Class 6 contains 6736 members 
Mstep: Class 7 contains 33829 members 
Mstep: Class 8 contains 3478 members 
Mstep: Class 9 contains 32005 members 
Mstep: Class 10 contains 1813 members 
Mstep: Class 11 contains 7079 members 
Mstep: Class 12 contains 18522 members 
Mstep: Class 13 contains 10355 members 
Mstep: Class 14 contains 4226 members 
Mstep: Class 15 contains 28260 members 
Mstep: Class 16 contains 10298 members 
Mstep: Class 17 contains 31438 members 
Mstep: Class 18 contains 133340 members 
Mstep: Class 19 contains 2312 members 
Mstep: Class 20 contains 28676 members 
Mstep: Class 21 contains 25147 members 
Mstep: Class 22 contains 8283 members 
Mstep: Class 23 contains 17561 members 
Mstep: Class 24 contains 22802 members 
Mstep: Class 25 contains 6865 members 
Mstep: Class 26 contains 183709 members 
Entering Unmasked Estep 
Score: -65895136.000000 Penalty: 56493.972656
Splitting cluster 5 changes total score from -65888156.000000 to -65895136.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 6 (6736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Entering Unmasked Estep 
Score: -699764.375000 Penalty: 1432.473511
	Iteration 0F: 2 clusters Score -699764.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -694682.437500 Penalty: 2864.947021
	Iteration 0F: 3 clusters Score -694682.4 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -696177.562500 Penalty: 2864.947021
	Iteration 1F: 3 clusters Score -696177.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -696395.687500 Penalty: 2864.947021
	Iteration 2F: 3 clusters Score -696395.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -696574.937500 Penalty: 2864.947021
	Iteration 3F: 3 clusters Score -696574.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -696749.437500 Penalty: 2864.947021
	Iteration 4Q: 3 clusters Score -696749.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -696933.375000 Penalty: 2864.947021
	Iteration 5Q: 3 clusters Score -696933.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -697125.187500 Penalty: 2864.947021
	Iteration 6Q: 3 clusters Score -697125.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -697318.437500 Penalty: 2864.947021
	Iteration 7Q: 3 clusters Score -697318.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -697511.375000 Penalty: 2864.947021
	Iteration 8Q: 3 clusters Score -697511.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -697744.375000 Penalty: 2864.947021
	Iteration 9Q: 3 clusters Score -697744.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -697951.125000 Penalty: 2864.947021
	Iteration 10Q: 3 clusters Score -697951.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -698094.750000 Penalty: 2864.947021
	Iteration 11Q: 3 clusters Score -698094.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -698209.062500 Penalty: 2864.947021
	Iteration 12Q: 3 clusters Score -698209.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -698315.000000 Penalty: 2864.947021
	Iteration 13Q: 3 clusters Score -698315 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -698381.562500 Penalty: 2864.947021
	Iteration 14Q: 3 clusters Score -698381.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -698429.687500 Penalty: 2864.947021
	Iteration 15Q: 3 clusters Score -698429.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -698461.437500 Penalty: 2864.947021
	Iteration 16Q: 3 clusters Score -698461.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -698480.250000 Penalty: 2864.947021
	Iteration 17Q: 3 clusters Score -698480.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -698493.375000 Penalty: 2864.947021
	Iteration 18Q: 3 clusters Score -698493.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -698511.375000 Penalty: 2864.947021
	Iteration 19Q: 3 clusters Score -698511.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -698526.687500 Penalty: 2864.947021
	Iteration 20F: 3 clusters Score -698526.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -698537.000000 Penalty: 2864.947021
	Iteration 21Q: 3 clusters Score -698537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -698543.562500 Penalty: 2864.947021
	Iteration 22Q: 3 clusters Score -698543.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -698547.250000 Penalty: 2864.947021
	Iteration 23Q: 3 clusters Score -698547.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -698549.625000 Penalty: 2864.947021
	Iteration 24Q: 3 clusters Score -698549.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -698556.312500 Penalty: 2864.947021
	Iteration 25Q: 3 clusters Score -698556.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -698562.062500 Penalty: 2864.947021
	Iteration 26Q: 3 clusters Score -698562.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -698566.250000 Penalty: 2864.947021
	Iteration 27Q: 3 clusters Score -698566.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -698569.937500 Penalty: 2864.947021
	Iteration 28Q: 3 clusters Score -698569.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -698571.187500 Penalty: 2864.947021
	Iteration 29Q: 3 clusters Score -698571.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -698571.812500 Penalty: 2864.947021
	Iteration 30Q: 3 clusters Score -698571.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -698574.812500 Penalty: 2864.947021
	Iteration 31Q: 3 clusters Score -698574.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -698574.437500 Penalty: 2864.947021
	Iteration 32Q: 3 clusters Score -698574.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -698575.062500 Penalty: 2864.947021
	Iteration 33Q: 3 clusters Score -698575.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -698576.250000 Penalty: 2864.947021
	Iteration 34Q: 3 clusters Score -698576.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -698577.187500 Penalty: 2864.947021
	Iteration 35Q: 3 clusters Score -698577.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -698578.750000 Penalty: 2864.947021
	Iteration 36Q: 3 clusters Score -698578.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -698579.562500 Penalty: 2864.947021
	Iteration 37Q: 3 clusters Score -698579.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -698583.812500 Penalty: 2864.947021
	Iteration 38Q: 3 clusters Score -698583.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -698585.062500 Penalty: 2864.947021
	Iteration 39Q: 3 clusters Score -698585.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -698587.062500 Penalty: 2864.947021
	Iteration 40F: 3 clusters Score -698587.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -698586.562500 Penalty: 2864.947021
	Iteration 41Q: 3 clusters Score -698586.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -698588.687500 Penalty: 2864.947021
	Iteration 42Q: 3 clusters Score -698588.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -698590.875000 Penalty: 2864.947021
	Iteration 43Q: 3 clusters Score -698590.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -698591.687500 Penalty: 2864.947021
	Iteration 44Q: 3 clusters Score -698591.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -698592.312500 Penalty: 2864.947021
	Iteration 45Q: 3 clusters Score -698592.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -698591.625000 Penalty: 2864.947021
	Iteration 46Q: 3 clusters Score -698591.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -698591.625000 Penalty: 2864.947021
	Iteration 47F: 3 clusters Score -698591.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Entering Unmasked Estep 
Score: -3551464.250000 Penalty: 1694.724365
	Iteration 0F: 2 clusters Score -3551464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -3528656.250000 Penalty: 3389.448730
	Iteration 0F: 3 clusters Score -3528656 nChanged 15703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -3537553.000000 Penalty: 3389.448730
	Iteration 1F: 3 clusters Score -3537553 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -3538228.000000 Penalty: 3389.448730
	Iteration 2F: 3 clusters Score -3538228 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -3539012.750000 Penalty: 3389.448730
	Iteration 3F: 3 clusters Score -3539013 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -3539888.250000 Penalty: 3389.448730
	Iteration 4F: 3 clusters Score -3539888 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -3541020.000000 Penalty: 3389.448730
	Iteration 5F: 3 clusters Score -3541020 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -3542430.250000 Penalty: 3389.448730
	Iteration 6F: 3 clusters Score -3542430 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -3544024.750000 Penalty: 3389.448730
	Iteration 7F: 3 clusters Score -3544025 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -3545665.500000 Penalty: 3389.448730
	Iteration 8F: 3 clusters Score -3545666 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -3547011.250000 Penalty: 3389.448730
	Iteration 9F: 3 clusters Score -3547011 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -3548066.000000 Penalty: 3389.448730
	Iteration 10Q: 3 clusters Score -3548066 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -3548831.250000 Penalty: 3389.448730
	Iteration 11Q: 3 clusters Score -3548831 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -3549527.000000 Penalty: 3389.448730
	Iteration 12Q: 3 clusters Score -3549527 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -3549958.000000 Penalty: 3389.448730
	Iteration 13Q: 3 clusters Score -3549958 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -3550156.250000 Penalty: 3389.448730
	Iteration 14Q: 3 clusters Score -3550156 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -3550260.000000 Penalty: 3389.448730
	Iteration 15Q: 3 clusters Score -3550260 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -3550329.750000 Penalty: 3389.448730
	Iteration 16Q: 3 clusters Score -3550330 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -3550378.250000 Penalty: 3389.448730
	Iteration 17Q: 3 clusters Score -3550378 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -3550411.500000 Penalty: 3389.448730
	Iteration 18Q: 3 clusters Score -3550412 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -3550440.000000 Penalty: 3389.448730
	Iteration 19Q: 3 clusters Score -3550440 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -3550445.000000 Penalty: 3389.448730
	Iteration 20F: 3 clusters Score -3550445 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -3550458.250000 Penalty: 3389.448730
	Iteration 21Q: 3 clusters Score -3550458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -3550467.250000 Penalty: 3389.448730
	Iteration 22Q: 3 clusters Score -3550467 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -3550470.000000 Penalty: 3389.448730
	Iteration 23Q: 3 clusters Score -3550470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -3550481.250000 Penalty: 3389.448730
	Iteration 24Q: 3 clusters Score -3550481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -3550484.750000 Penalty: 3389.448730
	Iteration 25Q: 3 clusters Score -3550485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -3550482.500000 Penalty: 3389.448730
	Iteration 26Q: 3 clusters Score -3550482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -3550488.500000 Penalty: 3389.448730
	Iteration 27Q: 3 clusters Score -3550488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -3550495.000000 Penalty: 3389.448730
	Iteration 28Q: 3 clusters Score -3550495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -3550500.500000 Penalty: 3389.448730
	Iteration 29Q: 3 clusters Score -3550500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -3550497.500000 Penalty: 3389.448730
	Iteration 30Q: 3 clusters Score -3550498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -3550499.250000 Penalty: 3389.448730
	Iteration 31Q: 3 clusters Score -3550499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -3550498.500000 Penalty: 3389.448730
	Iteration 32Q: 3 clusters Score -3550498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -3550504.500000 Penalty: 3389.448730
	Iteration 33Q: 3 clusters Score -3550504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -3550501.750000 Penalty: 3389.448730
	Iteration 34Q: 3 clusters Score -3550502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -3550510.000000 Penalty: 3389.448730
	Iteration 35Q: 3 clusters Score -3550510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -3550507.500000 Penalty: 3389.448730
	Iteration 36Q: 3 clusters Score -3550508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -3550510.750000 Penalty: 3389.448730
	Iteration 37Q: 3 clusters Score -3550511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -3550511.000000 Penalty: 3389.448730
	Iteration 38Q: 3 clusters Score -3550511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -3550513.000000 Penalty: 3389.448730
	Iteration 39Q: 3 clusters Score -3550513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -3550508.750000 Penalty: 3389.448730
	Iteration 40F: 3 clusters Score -3550509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -3550514.000000 Penalty: 3389.448730
	Iteration 41Q: 3 clusters Score -3550514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -3550510.750000 Penalty: 3389.448730
	Iteration 42Q: 3 clusters Score -3550511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -3550512.250000 Penalty: 3389.448730
	Iteration 43Q: 3 clusters Score -3550512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -3550509.250000 Penalty: 3389.448730
	Iteration 44Q: 3 clusters Score -3550509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -3550511.250000 Penalty: 3389.448730
	Iteration 45Q: 3 clusters Score -3550511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -3550511.250000 Penalty: 3389.448730
	Iteration 46F: 3 clusters Score -3550511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Entering Unmasked Estep 
Score: -295752.406250 Penalty: 1325.059570
	Iteration 0F: 2 clusters Score -295752.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -293169.031250 Penalty: 2650.119141
	Iteration 0F: 3 clusters Score -293169 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -297729.031250 Penalty: 2650.119141
	Iteration 1F: 3 clusters Score -297729 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -299420.718750 Penalty: 2650.119141
	Iteration 2F: 3 clusters Score -299420.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -299905.906250 Penalty: 2650.119141
	Iteration 3F: 3 clusters Score -299905.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -300059.875000 Penalty: 2650.119141
	Iteration 4Q: 3 clusters Score -300059.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -300134.156250 Penalty: 2650.119141
	Iteration 5Q: 3 clusters Score -300134.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -300199.781250 Penalty: 2650.119141
	Iteration 6Q: 3 clusters Score -300199.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -300267.906250 Penalty: 2650.119141
	Iteration 7Q: 3 clusters Score -300267.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -300325.625000 Penalty: 2650.119141
	Iteration 8Q: 3 clusters Score -300325.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -300366.656250 Penalty: 2650.119141
	Iteration 9Q: 3 clusters Score -300366.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -300391.843750 Penalty: 2650.119141
	Iteration 10Q: 3 clusters Score -300391.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -300418.031250 Penalty: 2650.119141
	Iteration 11Q: 3 clusters Score -300418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -300428.093750 Penalty: 2650.119141
	Iteration 12Q: 3 clusters Score -300428.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -300432.375000 Penalty: 2650.119141
	Iteration 13Q: 3 clusters Score -300432.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -300433.718750 Penalty: 2650.119141
	Iteration 14Q: 3 clusters Score -300433.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -300434.500000 Penalty: 2650.119141
	Iteration 15Q: 3 clusters Score -300434.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -300434.781250 Penalty: 2650.119141
	Iteration 16Q: 3 clusters Score -300434.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -300443.656250 Penalty: 2650.119141
	Iteration 17F: 3 clusters Score -300443.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -300497.062500 Penalty: 2650.119141
	Iteration 18Q: 3 clusters Score -300497.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -300540.718750 Penalty: 2650.119141
	Iteration 19Q: 3 clusters Score -300540.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -300558.656250 Penalty: 2650.119141
	Iteration 20F: 3 clusters Score -300558.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -300572.062500 Penalty: 2650.119141
	Iteration 21Q: 3 clusters Score -300572.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -300581.031250 Penalty: 2650.119141
	Iteration 22Q: 3 clusters Score -300581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -300589.062500 Penalty: 2650.119141
	Iteration 23Q: 3 clusters Score -300589.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -300596.875000 Penalty: 2650.119141
	Iteration 24Q: 3 clusters Score -300596.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -300601.687500 Penalty: 2650.119141
	Iteration 25Q: 3 clusters Score -300601.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -300604.781250 Penalty: 2650.119141
	Iteration 26Q: 3 clusters Score -300604.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -300609.281250 Penalty: 2650.119141
	Iteration 27Q: 3 clusters Score -300609.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -300611.375000 Penalty: 2650.119141
	Iteration 28Q: 3 clusters Score -300611.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -300613.218750 Penalty: 2650.119141
	Iteration 29Q: 3 clusters Score -300613.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -300613.593750 Penalty: 2650.119141
	Iteration 30Q: 3 clusters Score -300613.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -300613.812500 Penalty: 2650.119141
	Iteration 31Q: 3 clusters Score -300613.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -300614.406250 Penalty: 2650.119141
	Iteration 32Q: 3 clusters Score -300614.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -300614.375000 Penalty: 2650.119141
	Iteration 33Q: 3 clusters Score -300614.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -300614.375000 Penalty: 2650.119141
	Iteration 34F: 3 clusters Score -300614.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6474 members 
Mstep: Class 3 contains 603 members 
Mstep: Class 4 contains 10483 members 
Mstep: Class 5 contains 5399 members 
Mstep: Class 6 contains 6736 members 
Mstep: Class 7 contains 33829 members 
Mstep: Class 8 contains 697 members 
Mstep: Class 9 contains 32005 members 
Mstep: Class 10 contains 1813 members 
Mstep: Class 11 contains 7079 members 
Mstep: Class 12 contains 18522 members 
Mstep: Class 13 contains 10355 members 
Mstep: Class 14 contains 4226 members 
Mstep: Class 15 contains 28260 members 
Mstep: Class 16 contains 10298 members 
Mstep: Class 17 contains 31438 members 
Mstep: Class 18 contains 133340 members 
Mstep: Class 19 contains 2312 members 
Mstep: Class 20 contains 28676 members 
Mstep: Class 21 contains 25147 members 
Mstep: Class 22 contains 8283 members 
Mstep: Class 23 contains 17561 members 
Mstep: Class 24 contains 22802 members 
Mstep: Class 25 contains 6865 members 
Mstep: Class 26 contains 183709 members 
Mstep: Class 27 contains 2781 members 
Entering Unmasked Estep 
Score: -65899140.000000 Penalty: 58666.816406
Splitting cluster 8 changes total score from -65888156.000000 to -65899140.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (32005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Entering Unmasked Estep 
Score: -3111628.250000 Penalty: 1685.717773
	Iteration 0F: 2 clusters Score -3111628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -3090100.750000 Penalty: 3371.435547
	Iteration 0F: 3 clusters Score -3090101 nChanged 14772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -3098407.250000 Penalty: 3371.435547
	Iteration 1F: 3 clusters Score -3098407 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -3099196.000000 Penalty: 3371.435547
	Iteration 2F: 3 clusters Score -3099196 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -3100198.500000 Penalty: 3371.435547
	Iteration 3F: 3 clusters Score -3100198 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -3101387.000000 Penalty: 3371.435547
	Iteration 4F: 3 clusters Score -3101387 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -3102638.500000 Penalty: 3371.435547
	Iteration 5F: 3 clusters Score -3102638 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -3103743.000000 Penalty: 3371.435547
	Iteration 6F: 3 clusters Score -3103743 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -3104615.000000 Penalty: 3371.435547
	Iteration 7F: 3 clusters Score -3104615 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -3105237.000000 Penalty: 3371.435547
	Iteration 8Q: 3 clusters Score -3105237 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -3105723.750000 Penalty: 3371.435547
	Iteration 9Q: 3 clusters Score -3105724 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -3106133.750000 Penalty: 3371.435547
	Iteration 10Q: 3 clusters Score -3106134 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -3106488.250000 Penalty: 3371.435547
	Iteration 11Q: 3 clusters Score -3106488 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -3106800.750000 Penalty: 3371.435547
	Iteration 12Q: 3 clusters Score -3106801 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -3107187.750000 Penalty: 3371.435547
	Iteration 13Q: 3 clusters Score -3107188 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -3107605.500000 Penalty: 3371.435547
	Iteration 14Q: 3 clusters Score -3107606 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -3108082.500000 Penalty: 3371.435547
	Iteration 15Q: 3 clusters Score -3108082 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -3108664.750000 Penalty: 3371.435547
	Iteration 16Q: 3 clusters Score -3108665 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -3109331.000000 Penalty: 3371.435547
	Iteration 17Q: 3 clusters Score -3109331 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -3110078.250000 Penalty: 3371.435547
	Iteration 18Q: 3 clusters Score -3110078 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -3110883.000000 Penalty: 3371.435547
	Iteration 19Q: 3 clusters Score -3110883 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -3111630.500000 Penalty: 3371.435547
	Iteration 20F: 3 clusters Score -3111630 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -3112226.250000 Penalty: 3371.435547
	Iteration 21Q: 3 clusters Score -3112226 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -3112664.500000 Penalty: 3371.435547
	Iteration 22Q: 3 clusters Score -3112664 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -3113013.250000 Penalty: 3371.435547
	Iteration 23Q: 3 clusters Score -3113013 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -3113248.500000 Penalty: 3371.435547
	Iteration 24Q: 3 clusters Score -3113248 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -3113384.250000 Penalty: 3371.435547
	Iteration 25Q: 3 clusters Score -3113384 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -3113480.250000 Penalty: 3371.435547
	Iteration 26Q: 3 clusters Score -3113480 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -3113577.500000 Penalty: 3371.435547
	Iteration 27Q: 3 clusters Score -3113578 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -3113637.250000 Penalty: 3371.435547
	Iteration 28Q: 3 clusters Score -3113637 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -3113668.750000 Penalty: 3371.435547
	Iteration 29Q: 3 clusters Score -3113669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -3113684.250000 Penalty: 3371.435547
	Iteration 30Q: 3 clusters Score -3113684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -3113691.750000 Penalty: 3371.435547
	Iteration 31Q: 3 clusters Score -3113692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -3113703.750000 Penalty: 3371.435547
	Iteration 32Q: 3 clusters Score -3113704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -3113712.750000 Penalty: 3371.435547
	Iteration 33Q: 3 clusters Score -3113713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -3113717.250000 Penalty: 3371.435547
	Iteration 34Q: 3 clusters Score -3113717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -3113724.000000 Penalty: 3371.435547
	Iteration 35Q: 3 clusters Score -3113724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -3113725.250000 Penalty: 3371.435547
	Iteration 36Q: 3 clusters Score -3113725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -3113724.750000 Penalty: 3371.435547
	Iteration 37Q: 3 clusters Score -3113725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -3113723.750000 Penalty: 3371.435547
	Iteration 38Q: 3 clusters Score -3113724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -3113723.750000 Penalty: 3371.435547
	Iteration 39F: 3 clusters Score -3113724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6474 members 
Mstep: Class 3 contains 603 members 
Mstep: Class 4 contains 10483 members 
Mstep: Class 5 contains 5399 members 
Mstep: Class 6 contains 6736 members 
Mstep: Class 7 contains 33829 members 
Mstep: Class 8 contains 697 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 1813 members 
Mstep: Class 11 contains 7079 members 
Mstep: Class 12 contains 18522 members 
Mstep: Class 13 contains 10355 members 
Mstep: Class 14 contains 4226 members 
Mstep: Class 15 contains 28260 members 
Mstep: Class 16 contains 10298 members 
Mstep: Class 17 contains 31438 members 
Mstep: Class 18 contains 133340 members 
Mstep: Class 19 contains 2312 members 
Mstep: Class 20 contains 28676 members 
Mstep: Class 21 contains 25147 members 
Mstep: Class 22 contains 8283 members 
Mstep: Class 23 contains 17561 members 
Mstep: Class 24 contains 22802 members 
Mstep: Class 25 contains 6865 members 
Mstep: Class 26 contains 183709 members 
Mstep: Class 27 contains 2781 members 
Mstep: Class 28 contains 31398 members 
Entering Unmasked Estep 
Score: -65900848.000000 Penalty: 60839.660156
Splitting cluster 9 changes total score from -65888156.000000 to -65900848.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (1813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Entering Unmasked Estep 
Score: -165103.359375 Penalty: 1219.194946
	Iteration 0F: 2 clusters Score -165103.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -163280.609375 Penalty: 2438.389893
	Iteration 0F: 3 clusters Score -163280.6 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -164348.296875 Penalty: 2438.389893
	Iteration 1F: 3 clusters Score -164348.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -165252.765625 Penalty: 2438.389893
	Iteration 2F: 3 clusters Score -165252.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -165986.234375 Penalty: 2438.389893
	Iteration 3F: 3 clusters Score -165986.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -166311.015625 Penalty: 2438.389893
	Iteration 4F: 3 clusters Score -166311 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -166518.796875 Penalty: 2438.389893
	Iteration 5Q: 3 clusters Score -166518.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -166610.234375 Penalty: 2438.389893
	Iteration 6Q: 3 clusters Score -166610.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -166684.359375 Penalty: 2438.389893
	Iteration 7Q: 3 clusters Score -166684.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -166766.015625 Penalty: 2438.389893
	Iteration 8Q: 3 clusters Score -166766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -166877.671875 Penalty: 2438.389893
	Iteration 9Q: 3 clusters Score -166877.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -166924.625000 Penalty: 2438.389893
	Iteration 10Q: 3 clusters Score -166924.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -166976.562500 Penalty: 2438.389893
	Iteration 11Q: 3 clusters Score -166976.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -167031.203125 Penalty: 2438.389893
	Iteration 12Q: 3 clusters Score -167031.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -167074.796875 Penalty: 2438.389893
	Iteration 13Q: 3 clusters Score -167074.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -167089.187500 Penalty: 2438.389893
	Iteration 14Q: 3 clusters Score -167089.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -167094.593750 Penalty: 2438.389893
	Iteration 15Q: 3 clusters Score -167094.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -167100.921875 Penalty: 2438.389893
	Iteration 16Q: 3 clusters Score -167100.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -167102.625000 Penalty: 2438.389893
	Iteration 17Q: 3 clusters Score -167102.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -167113.687500 Penalty: 2438.389893
	Iteration 18F: 3 clusters Score -167113.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -167122.140625 Penalty: 2438.389893
	Iteration 19Q: 3 clusters Score -167122.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -167131.031250 Penalty: 2438.389893
	Iteration 20F: 3 clusters Score -167131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -167151.187500 Penalty: 2438.389893
	Iteration 21Q: 3 clusters Score -167151.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -167152.078125 Penalty: 2438.389893
	Iteration 22Q: 3 clusters Score -167152.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -167152.078125 Penalty: 2438.389893
	Iteration 23F: 3 clusters Score -167152.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6474 members 
Mstep: Class 3 contains 603 members 
Mstep: Class 4 contains 10483 members 
Mstep: Class 5 contains 5399 members 
Mstep: Class 6 contains 6736 members 
Mstep: Class 7 contains 33829 members 
Mstep: Class 8 contains 697 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 631 members 
Mstep: Class 11 contains 7079 members 
Mstep: Class 12 contains 18522 members 
Mstep: Class 13 contains 10355 members 
Mstep: Class 14 contains 4226 members 
Mstep: Class 15 contains 28260 members 
Mstep: Class 16 contains 10298 members 
Mstep: Class 17 contains 31438 members 
Mstep: Class 18 contains 133340 members 
Mstep: Class 19 contains 2312 members 
Mstep: Class 20 contains 28676 members 
Mstep: Class 21 contains 25147 members 
Mstep: Class 22 contains 8283 members 
Mstep: Class 23 contains 17561 members 
Mstep: Class 24 contains 22802 members 
Mstep: Class 25 contains 6865 members 
Mstep: Class 26 contains 183709 members 
Mstep: Class 27 contains 2781 members 
Mstep: Class 28 contains 31398 members 
Mstep: Class 29 contains 1182 members 
Entering Unmasked Estep 
Score: -65901952.000000 Penalty: 63012.507812
Splitting cluster 10 changes total score from -65888156.000000 to -65901952.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (7079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Entering Unmasked Estep 
Score: -736129.875000 Penalty: 1440.544312
	Iteration 0F: 2 clusters Score -736129.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -730769.500000 Penalty: 2881.088623
	Iteration 0F: 3 clusters Score -730769.5 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -732401.875000 Penalty: 2881.088623
	Iteration 1F: 3 clusters Score -732401.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -732664.500000 Penalty: 2881.088623
	Iteration 2F: 3 clusters Score -732664.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -732999.187500 Penalty: 2881.088623
	Iteration 3F: 3 clusters Score -732999.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -733453.000000 Penalty: 2881.088623
	Iteration 4F: 3 clusters Score -733453 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -734070.312500 Penalty: 2881.088623
	Iteration 5F: 3 clusters Score -734070.3 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -734696.687500 Penalty: 2881.088623
	Iteration 6F: 3 clusters Score -734696.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -735112.562500 Penalty: 2881.088623
	Iteration 7F: 3 clusters Score -735112.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -735345.437500 Penalty: 2881.088623
	Iteration 8F: 3 clusters Score -735345.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -735450.562500 Penalty: 2881.088623
	Iteration 9Q: 3 clusters Score -735450.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -735503.250000 Penalty: 2881.088623
	Iteration 10Q: 3 clusters Score -735503.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -735533.375000 Penalty: 2881.088623
	Iteration 11Q: 3 clusters Score -735533.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -735548.812500 Penalty: 2881.088623
	Iteration 12Q: 3 clusters Score -735548.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -735558.375000 Penalty: 2881.088623
	Iteration 13Q: 3 clusters Score -735558.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -735567.062500 Penalty: 2881.088623
	Iteration 14Q: 3 clusters Score -735567.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -735569.812500 Penalty: 2881.088623
	Iteration 15Q: 3 clusters Score -735569.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -735573.812500 Penalty: 2881.088623
	Iteration 16Q: 3 clusters Score -735573.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -735574.812500 Penalty: 2881.088623
	Iteration 17Q: 3 clusters Score -735574.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -735580.000000 Penalty: 2881.088623
	Iteration 18Q: 3 clusters Score -735580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -735581.687500 Penalty: 2881.088623
	Iteration 19Q: 3 clusters Score -735581.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -735584.062500 Penalty: 2881.088623
	Iteration 20F: 3 clusters Score -735584.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -735583.937500 Penalty: 2881.088623
	Iteration 21Q: 3 clusters Score -735583.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -735583.562500 Penalty: 2881.088623
	Iteration 22Q: 3 clusters Score -735583.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -735585.812500 Penalty: 2881.088623
	Iteration 23Q: 3 clusters Score -735585.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -735590.312500 Penalty: 2881.088623
	Iteration 24Q: 3 clusters Score -735590.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -735594.187500 Penalty: 2881.088623
	Iteration 25Q: 3 clusters Score -735594.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -735598.750000 Penalty: 2881.088623
	Iteration 26Q: 3 clusters Score -735598.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -735601.062500 Penalty: 2881.088623
	Iteration 27Q: 3 clusters Score -735601.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -735606.500000 Penalty: 2881.088623
	Iteration 28Q: 3 clusters Score -735606.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -735612.750000 Penalty: 2881.088623
	Iteration 29Q: 3 clusters Score -735612.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -735619.875000 Penalty: 2881.088623
	Iteration 30Q: 3 clusters Score -735619.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -735627.687500 Penalty: 2881.088623
	Iteration 31Q: 3 clusters Score -735627.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -735630.687500 Penalty: 2881.088623
	Iteration 32Q: 3 clusters Score -735630.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -735634.750000 Penalty: 2881.088623
	Iteration 33Q: 3 clusters Score -735634.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -735640.750000 Penalty: 2881.088623
	Iteration 34Q: 3 clusters Score -735640.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -735642.937500 Penalty: 2881.088623
	Iteration 35Q: 3 clusters Score -735642.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -735646.937500 Penalty: 2881.088623
	Iteration 36Q: 3 clusters Score -735646.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -735649.562500 Penalty: 2881.088623
	Iteration 37Q: 3 clusters Score -735649.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -735652.375000 Penalty: 2881.088623
	Iteration 38Q: 3 clusters Score -735652.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -735652.437500 Penalty: 2881.088623
	Iteration 39Q: 3 clusters Score -735652.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -735652.562500 Penalty: 2881.088623
	Iteration 40F: 3 clusters Score -735652.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -735654.687500 Penalty: 2881.088623
	Iteration 41Q: 3 clusters Score -735654.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -735654.937500 Penalty: 2881.088623
	Iteration 42Q: 3 clusters Score -735654.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -735656.312500 Penalty: 2881.088623
	Iteration 43Q: 3 clusters Score -735656.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -735657.312500 Penalty: 2881.088623
	Iteration 44Q: 3 clusters Score -735657.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -735655.937500 Penalty: 2881.088623
	Iteration 45Q: 3 clusters Score -735655.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -735655.937500 Penalty: 2881.088623
	Iteration 46F: 3 clusters Score -735655.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Entering Unmasked Estep 
Score: -1981245.375000 Penalty: 1596.841064
	Iteration 0F: 2 clusters Score -1981245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1968514.000000 Penalty: 3193.682129
	Iteration 0F: 3 clusters Score -1968514 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1973157.625000 Penalty: 3193.682129
	Iteration 1F: 3 clusters Score -1973158 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1973603.875000 Penalty: 3193.682129
	Iteration 2F: 3 clusters Score -1973604 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1974144.125000 Penalty: 3193.682129
	Iteration 3F: 3 clusters Score -1974144 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1974855.750000 Penalty: 3193.682129
	Iteration 4F: 3 clusters Score -1974856 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1975706.750000 Penalty: 3193.682129
	Iteration 5F: 3 clusters Score -1975707 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1976618.125000 Penalty: 3193.682129
	Iteration 6F: 3 clusters Score -1976618 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1977475.625000 Penalty: 3193.682129
	Iteration 7F: 3 clusters Score -1977476 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1978244.000000 Penalty: 3193.682129
	Iteration 8Q: 3 clusters Score -1978244 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1978839.250000 Penalty: 3193.682129
	Iteration 9Q: 3 clusters Score -1978839 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1979204.375000 Penalty: 3193.682129
	Iteration 10Q: 3 clusters Score -1979204 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1979439.000000 Penalty: 3193.682129
	Iteration 11Q: 3 clusters Score -1979439 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1979584.625000 Penalty: 3193.682129
	Iteration 12Q: 3 clusters Score -1979585 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1979663.375000 Penalty: 3193.682129
	Iteration 13Q: 3 clusters Score -1979663 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1979712.625000 Penalty: 3193.682129
	Iteration 14Q: 3 clusters Score -1979713 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1979739.375000 Penalty: 3193.682129
	Iteration 15Q: 3 clusters Score -1979739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1979750.750000 Penalty: 3193.682129
	Iteration 16Q: 3 clusters Score -1979751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1979760.750000 Penalty: 3193.682129
	Iteration 17Q: 3 clusters Score -1979761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1979771.250000 Penalty: 3193.682129
	Iteration 18Q: 3 clusters Score -1979771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1979776.750000 Penalty: 3193.682129
	Iteration 19Q: 3 clusters Score -1979777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1979786.125000 Penalty: 3193.682129
	Iteration 20F: 3 clusters Score -1979786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1979794.250000 Penalty: 3193.682129
	Iteration 21Q: 3 clusters Score -1979794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1979798.500000 Penalty: 3193.682129
	Iteration 22Q: 3 clusters Score -1979798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1979804.750000 Penalty: 3193.682129
	Iteration 23Q: 3 clusters Score -1979805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1979814.750000 Penalty: 3193.682129
	Iteration 24Q: 3 clusters Score -1979815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1979821.500000 Penalty: 3193.682129
	Iteration 25Q: 3 clusters Score -1979822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1979827.125000 Penalty: 3193.682129
	Iteration 26Q: 3 clusters Score -1979827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1979828.875000 Penalty: 3193.682129
	Iteration 27Q: 3 clusters Score -1979829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1979831.500000 Penalty: 3193.682129
	Iteration 28Q: 3 clusters Score -1979832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1979833.250000 Penalty: 3193.682129
	Iteration 29Q: 3 clusters Score -1979833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1979838.625000 Penalty: 3193.682129
	Iteration 30Q: 3 clusters Score -1979839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1979845.000000 Penalty: 3193.682129
	Iteration 31Q: 3 clusters Score -1979845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1979848.125000 Penalty: 3193.682129
	Iteration 32Q: 3 clusters Score -1979848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1979853.000000 Penalty: 3193.682129
	Iteration 33Q: 3 clusters Score -1979853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1979856.875000 Penalty: 3193.682129
	Iteration 34Q: 3 clusters Score -1979857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1979858.750000 Penalty: 3193.682129
	Iteration 35Q: 3 clusters Score -1979859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1979861.000000 Penalty: 3193.682129
	Iteration 36Q: 3 clusters Score -1979861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1979863.500000 Penalty: 3193.682129
	Iteration 37Q: 3 clusters Score -1979864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1979863.500000 Penalty: 3193.682129
	Iteration 38F: 3 clusters Score -1979864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Entering Unmasked Estep 
Score: -1081697.750000 Penalty: 1502.348999
	Iteration 0F: 2 clusters Score -1081698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1074332.875000 Penalty: 3004.697998
	Iteration 0F: 3 clusters Score -1074333 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1076813.500000 Penalty: 3004.697998
	Iteration 1F: 3 clusters Score -1076814 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1077185.750000 Penalty: 3004.697998
	Iteration 2F: 3 clusters Score -1077186 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1077542.500000 Penalty: 3004.697998
	Iteration 3F: 3 clusters Score -1077542 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1078022.875000 Penalty: 3004.697998
	Iteration 4F: 3 clusters Score -1078023 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1078709.625000 Penalty: 3004.697998
	Iteration 5F: 3 clusters Score -1078710 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1079418.125000 Penalty: 3004.697998
	Iteration 6F: 3 clusters Score -1079418 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1079974.125000 Penalty: 3004.697998
	Iteration 7F: 3 clusters Score -1079974 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1080332.125000 Penalty: 3004.697998
	Iteration 8Q: 3 clusters Score -1080332 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1080535.000000 Penalty: 3004.697998
	Iteration 9Q: 3 clusters Score -1080535 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1080650.750000 Penalty: 3004.697998
	Iteration 10Q: 3 clusters Score -1080651 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1080718.500000 Penalty: 3004.697998
	Iteration 11Q: 3 clusters Score -1080718 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1080771.750000 Penalty: 3004.697998
	Iteration 12Q: 3 clusters Score -1080772 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1080812.125000 Penalty: 3004.697998
	Iteration 13Q: 3 clusters Score -1080812 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1080843.125000 Penalty: 3004.697998
	Iteration 14Q: 3 clusters Score -1080843 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1080862.125000 Penalty: 3004.697998
	Iteration 15Q: 3 clusters Score -1080862 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1080875.125000 Penalty: 3004.697998
	Iteration 16Q: 3 clusters Score -1080875 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1080891.875000 Penalty: 3004.697998
	Iteration 17Q: 3 clusters Score -1080892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1080900.000000 Penalty: 3004.697998
	Iteration 18Q: 3 clusters Score -1080900 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1080913.875000 Penalty: 3004.697998
	Iteration 19Q: 3 clusters Score -1080914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1080925.125000 Penalty: 3004.697998
	Iteration 20F: 3 clusters Score -1080925 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1080938.000000 Penalty: 3004.697998
	Iteration 21Q: 3 clusters Score -1080938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1080945.875000 Penalty: 3004.697998
	Iteration 22Q: 3 clusters Score -1080946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1080952.000000 Penalty: 3004.697998
	Iteration 23Q: 3 clusters Score -1080952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1080955.000000 Penalty: 3004.697998
	Iteration 24Q: 3 clusters Score -1080955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1080965.500000 Penalty: 3004.697998
	Iteration 25Q: 3 clusters Score -1080966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1080970.375000 Penalty: 3004.697998
	Iteration 26Q: 3 clusters Score -1080970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1080971.750000 Penalty: 3004.697998
	Iteration 27Q: 3 clusters Score -1080972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1080972.875000 Penalty: 3004.697998
	Iteration 28Q: 3 clusters Score -1080973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1080975.500000 Penalty: 3004.697998
	Iteration 29Q: 3 clusters Score -1080976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1080980.750000 Penalty: 3004.697998
	Iteration 30Q: 3 clusters Score -1080981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1080983.375000 Penalty: 3004.697998
	Iteration 31Q: 3 clusters Score -1080983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1080982.250000 Penalty: 3004.697998
	Iteration 32Q: 3 clusters Score -1080982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1080985.875000 Penalty: 3004.697998
	Iteration 33Q: 3 clusters Score -1080986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1080986.375000 Penalty: 3004.697998
	Iteration 34Q: 3 clusters Score -1080986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1080985.250000 Penalty: 3004.697998
	Iteration 35Q: 3 clusters Score -1080985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1080985.375000 Penalty: 3004.697998
	Iteration 36Q: 3 clusters Score -1080985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1080988.875000 Penalty: 3004.697998
	Iteration 37Q: 3 clusters Score -1080989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1080991.500000 Penalty: 3004.697998
	Iteration 38Q: 3 clusters Score -1080992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1080997.250000 Penalty: 3004.697998
	Iteration 39Q: 3 clusters Score -1080997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1080997.000000 Penalty: 3004.697998
	Iteration 40F: 3 clusters Score -1080997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1080997.750000 Penalty: 3004.697998
	Iteration 41Q: 3 clusters Score -1080998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1080996.000000 Penalty: 3004.697998
	Iteration 42Q: 3 clusters Score -1080996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1080997.250000 Penalty: 3004.697998
	Iteration 43Q: 3 clusters Score -1080997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1080997.250000 Penalty: 3004.697998
	Iteration 44Q: 3 clusters Score -1080997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1080997.250000 Penalty: 3004.697998
	Iteration 45F: 3 clusters Score -1080997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Entering Unmasked Estep 
Score: -426862.687500 Penalty: 1356.714355
	Iteration 0F: 2 clusters Score -426862.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -423385.625000 Penalty: 2713.428711
	Iteration 0F: 3 clusters Score -423385.6 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -424412.625000 Penalty: 2713.428711
	Iteration 1F: 3 clusters Score -424412.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -424642.250000 Penalty: 2713.428711
	Iteration 2F: 3 clusters Score -424642.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -424841.000000 Penalty: 2713.428711
	Iteration 3F: 3 clusters Score -424841 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -425052.031250 Penalty: 2713.428711
	Iteration 4F: 3 clusters Score -425052 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -425295.093750 Penalty: 2713.428711
	Iteration 5F: 3 clusters Score -425295.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -425508.468750 Penalty: 2713.428711
	Iteration 6F: 3 clusters Score -425508.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -425690.656250 Penalty: 2713.428711
	Iteration 7F: 3 clusters Score -425690.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -425819.250000 Penalty: 2713.428711
	Iteration 8Q: 3 clusters Score -425819.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -425905.375000 Penalty: 2713.428711
	Iteration 9Q: 3 clusters Score -425905.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -425960.062500 Penalty: 2713.428711
	Iteration 10Q: 3 clusters Score -425960.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -426003.750000 Penalty: 2713.428711
	Iteration 11Q: 3 clusters Score -426003.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -426039.000000 Penalty: 2713.428711
	Iteration 12Q: 3 clusters Score -426039 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -426073.093750 Penalty: 2713.428711
	Iteration 13Q: 3 clusters Score -426073.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -426103.218750 Penalty: 2713.428711
	Iteration 14Q: 3 clusters Score -426103.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -426128.468750 Penalty: 2713.428711
	Iteration 15Q: 3 clusters Score -426128.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -426151.750000 Penalty: 2713.428711
	Iteration 16Q: 3 clusters Score -426151.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -426188.125000 Penalty: 2713.428711
	Iteration 17Q: 3 clusters Score -426188.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -426231.343750 Penalty: 2713.428711
	Iteration 18Q: 3 clusters Score -426231.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -426294.781250 Penalty: 2713.428711
	Iteration 19Q: 3 clusters Score -426294.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -426402.843750 Penalty: 2713.428711
	Iteration 20F: 3 clusters Score -426402.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -426572.562500 Penalty: 2713.428711
	Iteration 21Q: 3 clusters Score -426572.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -426918.343750 Penalty: 2713.428711
	Iteration 22Q: 3 clusters Score -426918.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -427821.250000 Penalty: 2713.428711
	Iteration 23F: 3 clusters Score -427821.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -428735.625000 Penalty: 2713.428711
	Iteration 24Q: 3 clusters Score -428735.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -428925.031250 Penalty: 2713.428711
	Iteration 25Q: 3 clusters Score -428925 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -428955.375000 Penalty: 2713.428711
	Iteration 26Q: 3 clusters Score -428955.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -428960.531250 Penalty: 2713.428711
	Iteration 27Q: 3 clusters Score -428960.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -428962.218750 Penalty: 2713.428711
	Iteration 28Q: 3 clusters Score -428962.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -428963.593750 Penalty: 2713.428711
	Iteration 29Q: 3 clusters Score -428963.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -428965.937500 Penalty: 2713.428711
	Iteration 30Q: 3 clusters Score -428965.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -428965.906250 Penalty: 2713.428711
	Iteration 31Q: 3 clusters Score -428965.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -428965.906250 Penalty: 2713.428711
	Iteration 32F: 3 clusters Score -428965.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6474 members 
Mstep: Class 3 contains 603 members 
Mstep: Class 4 contains 10483 members 
Mstep: Class 5 contains 5399 members 
Mstep: Class 6 contains 6736 members 
Mstep: Class 7 contains 33829 members 
Mstep: Class 8 contains 697 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 631 members 
Mstep: Class 11 contains 7079 members 
Mstep: Class 12 contains 18522 members 
Mstep: Class 13 contains 10355 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 28260 members 
Mstep: Class 16 contains 10298 members 
Mstep: Class 17 contains 31438 members 
Mstep: Class 18 contains 133340 members 
Mstep: Class 19 contains 2312 members 
Mstep: Class 20 contains 28676 members 
Mstep: Class 21 contains 25147 members 
Mstep: Class 22 contains 8283 members 
Mstep: Class 23 contains 17561 members 
Mstep: Class 24 contains 22802 members 
Mstep: Class 25 contains 6865 members 
Mstep: Class 26 contains 183709 members 
Mstep: Class 27 contains 2781 members 
Mstep: Class 28 contains 31398 members 
Mstep: Class 29 contains 1182 members 
Mstep: Class 30 contains 2401 members 
Entering Unmasked Estep 
Score: -65903284.000000 Penalty: 65185.351562
Splitting cluster 14 changes total score from -65888156.000000 to -65903284.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (28260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Entering Unmasked Estep 
Score: -2977870.750000 Penalty: 1665.495483
	Iteration 0F: 2 clusters Score -2977871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2958902.250000 Penalty: 3330.990967
	Iteration 0F: 3 clusters Score -2958902 nChanged 12856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2966023.500000 Penalty: 3330.990967
	Iteration 1F: 3 clusters Score -2966024 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2966540.500000 Penalty: 3330.990967
	Iteration 2Q: 3 clusters Score -2966540 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2967112.500000 Penalty: 3330.990967
	Iteration 3Q: 3 clusters Score -2967112 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2967839.250000 Penalty: 3330.990967
	Iteration 4Q: 3 clusters Score -2967839 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2968716.000000 Penalty: 3330.990967
	Iteration 5Q: 3 clusters Score -2968716 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2969695.000000 Penalty: 3330.990967
	Iteration 6F: 3 clusters Score -2969695 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2970728.000000 Penalty: 3330.990967
	Iteration 7F: 3 clusters Score -2970728 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2971804.500000 Penalty: 3330.990967
	Iteration 8F: 3 clusters Score -2971804 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2972630.000000 Penalty: 3330.990967
	Iteration 9Q: 3 clusters Score -2972630 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2973224.750000 Penalty: 3330.990967
	Iteration 10Q: 3 clusters Score -2973225 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2973674.500000 Penalty: 3330.990967
	Iteration 11Q: 3 clusters Score -2973674 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2974023.250000 Penalty: 3330.990967
	Iteration 12Q: 3 clusters Score -2974023 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2974334.750000 Penalty: 3330.990967
	Iteration 13Q: 3 clusters Score -2974335 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2974588.750000 Penalty: 3330.990967
	Iteration 14Q: 3 clusters Score -2974589 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2974806.750000 Penalty: 3330.990967
	Iteration 15Q: 3 clusters Score -2974807 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2974996.250000 Penalty: 3330.990967
	Iteration 16Q: 3 clusters Score -2974996 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2975176.750000 Penalty: 3330.990967
	Iteration 17Q: 3 clusters Score -2975177 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2975376.750000 Penalty: 3330.990967
	Iteration 18Q: 3 clusters Score -2975377 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2975564.250000 Penalty: 3330.990967
	Iteration 19Q: 3 clusters Score -2975564 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2975723.500000 Penalty: 3330.990967
	Iteration 20F: 3 clusters Score -2975724 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2975844.500000 Penalty: 3330.990967
	Iteration 21Q: 3 clusters Score -2975844 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2975958.250000 Penalty: 3330.990967
	Iteration 22Q: 3 clusters Score -2975958 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2976068.500000 Penalty: 3330.990967
	Iteration 23Q: 3 clusters Score -2976068 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2976169.250000 Penalty: 3330.990967
	Iteration 24Q: 3 clusters Score -2976169 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2976257.750000 Penalty: 3330.990967
	Iteration 25Q: 3 clusters Score -2976258 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -2976322.250000 Penalty: 3330.990967
	Iteration 26Q: 3 clusters Score -2976322 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2976372.000000 Penalty: 3330.990967
	Iteration 27Q: 3 clusters Score -2976372 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2976405.250000 Penalty: 3330.990967
	Iteration 28Q: 3 clusters Score -2976405 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2976430.500000 Penalty: 3330.990967
	Iteration 29Q: 3 clusters Score -2976430 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2976451.000000 Penalty: 3330.990967
	Iteration 30Q: 3 clusters Score -2976451 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2976462.000000 Penalty: 3330.990967
	Iteration 31Q: 3 clusters Score -2976462 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2976478.000000 Penalty: 3330.990967
	Iteration 32Q: 3 clusters Score -2976478 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2976501.750000 Penalty: 3330.990967
	Iteration 33Q: 3 clusters Score -2976502 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2976509.000000 Penalty: 3330.990967
	Iteration 34Q: 3 clusters Score -2976509 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2976508.000000 Penalty: 3330.990967
	Iteration 35Q: 3 clusters Score -2976508 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2976521.000000 Penalty: 3330.990967
	Iteration 36Q: 3 clusters Score -2976521 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2976524.000000 Penalty: 3330.990967
	Iteration 37Q: 3 clusters Score -2976524 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2976531.000000 Penalty: 3330.990967
	Iteration 38Q: 3 clusters Score -2976531 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -2976536.750000 Penalty: 3330.990967
	Iteration 39Q: 3 clusters Score -2976537 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2976539.750000 Penalty: 3330.990967
	Iteration 40F: 3 clusters Score -2976540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2976539.750000 Penalty: 3330.990967
	Iteration 41Q: 3 clusters Score -2976540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2976541.250000 Penalty: 3330.990967
	Iteration 42Q: 3 clusters Score -2976541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2976544.250000 Penalty: 3330.990967
	Iteration 43Q: 3 clusters Score -2976544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2976545.500000 Penalty: 3330.990967
	Iteration 44Q: 3 clusters Score -2976546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2976545.500000 Penalty: 3330.990967
	Iteration 45Q: 3 clusters Score -2976546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2976542.500000 Penalty: 3330.990967
	Iteration 46Q: 3 clusters Score -2976542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2976535.000000 Penalty: 3330.990967
	Iteration 47Q: 3 clusters Score -2976535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2976539.750000 Penalty: 3330.990967
	Iteration 48Q: 3 clusters Score -2976540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2976549.250000 Penalty: 3330.990967
	Iteration 49Q: 3 clusters Score -2976549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2976551.750000 Penalty: 3330.990967
	Iteration 50Q: 3 clusters Score -2976552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2976551.500000 Penalty: 3330.990967
	Iteration 51Q: 3 clusters Score -2976552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2976548.500000 Penalty: 3330.990967
	Iteration 52Q: 3 clusters Score -2976548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2976552.250000 Penalty: 3330.990967
	Iteration 53Q: 3 clusters Score -2976552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2976556.750000 Penalty: 3330.990967
	Iteration 54Q: 3 clusters Score -2976557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2976558.750000 Penalty: 3330.990967
	Iteration 55Q: 3 clusters Score -2976559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2976556.250000 Penalty: 3330.990967
	Iteration 56Q: 3 clusters Score -2976556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -2976558.250000 Penalty: 3330.990967
	Iteration 57Q: 3 clusters Score -2976558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2976561.500000 Penalty: 3330.990967
	Iteration 58Q: 3 clusters Score -2976562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2976562.750000 Penalty: 3330.990967
	Iteration 59Q: 3 clusters Score -2976563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2976571.750000 Penalty: 3330.990967
	Iteration 60F: 3 clusters Score -2976572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2976570.250000 Penalty: 3330.990967
	Iteration 61Q: 3 clusters Score -2976570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2976569.750000 Penalty: 3330.990967
	Iteration 62Q: 3 clusters Score -2976570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2976568.500000 Penalty: 3330.990967
	Iteration 63Q: 3 clusters Score -2976568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -2976567.250000 Penalty: 3330.990967
	Iteration 64Q: 3 clusters Score -2976567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2976570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2976567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2976568.750000 Penalty: 3330.990967
	Iteration 67Q: 3 clusters Score -2976569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2976569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2976568.500000 Penalty: 3330.990967
	Iteration 69Q: 3 clusters Score -2976568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2976571.000000 Penalty: 3330.990967
	Iteration 70Q: 3 clusters Score -2976571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2976574.500000 Penalty: 3330.990967
	Iteration 71Q: 3 clusters Score -2976574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2976578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2976580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2976581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2976591.750000 Penalty: 3330.990967
	Iteration 75Q: 3 clusters Score -2976592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2976582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2976588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -2976598.500000 Penalty: 3330.990967
	Iteration 78Q: 3 clusters Score -2976598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2976603.750000 Penalty: 3330.990967
	Iteration 79Q: 3 clusters Score -2976604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2976595.500000 Penalty: 3330.990967
	Iteration 80F: 3 clusters Score -2976596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2976602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2976607 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2976604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2976608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2976613 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2976618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2976626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2976622.000000 Penalty: 3330.990967
	Iteration 88Q: 3 clusters Score -2976622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2976630.250000 Penalty: 3330.990967
	Iteration 89Q: 3 clusters Score -2976630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2976632.750000 Penalty: 3330.990967
	Iteration 90Q: 3 clusters Score -2976633 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2976639.750000 Penalty: 3330.990967
	Iteration 91Q: 3 clusters Score -2976640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2976636.500000 Penalty: 3330.990967
	Iteration 92Q: 3 clusters Score -2976636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2976643.750000 Penalty: 3330.990967
	Iteration 93Q: 3 clusters Score -2976644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2976648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2976653.500000 Penalty: 3330.990967
	Iteration 95Q: 3 clusters Score -2976654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2976657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2976670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2976673 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2976676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2976674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -2976682.250000 Penalty: 3330.990967
	Iteration 101Q: 3 clusters Score -2976682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2976684.500000 Penalty: 3330.990967
	Iteration 102Q: 3 clusters Score -2976684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2976675.250000 Penalty: 3330.990967
	Iteration 103Q: 3 clusters Score -2976675 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2976674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2976684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2976685.500000 Penalty: 3330.990967
	Iteration 106Q: 3 clusters Score -2976686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2976691.250000 Penalty: 3330.990967
	Iteration 107Q: 3 clusters Score -2976691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2976687.750000 Penalty: 3330.990967
	Iteration 108Q: 3 clusters Score -2976688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2976687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2976692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2976696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2976699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2976697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2976696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2976696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2976700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2976701.250000 Penalty: 3330.990967
	Iteration 117Q: 3 clusters Score -2976701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2976705.500000 Penalty: 3330.990967
	Iteration 118Q: 3 clusters Score -2976706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2976700.000000 Penalty: 3330.990967
	Iteration 119Q: 3 clusters Score -2976700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2976700.250000 Penalty: 3330.990967
	Iteration 120F: 3 clusters Score -2976700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2976706.000000 Penalty: 3330.990967
	Iteration 121Q: 3 clusters Score -2976706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -2976709.250000 Penalty: 3330.990967
	Iteration 122Q: 3 clusters Score -2976709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2976709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2976706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2976710.250000 Penalty: 3330.990967
	Iteration 125Q: 3 clusters Score -2976710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2976707.500000 Penalty: 3330.990967
	Iteration 126Q: 3 clusters Score -2976708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2976706.500000 Penalty: 3330.990967
	Iteration 127Q: 3 clusters Score -2976706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2976711.750000 Penalty: 3330.990967
	Iteration 128Q: 3 clusters Score -2976712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2976711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2976710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2976707.750000 Penalty: 3330.990967
	Iteration 131Q: 3 clusters Score -2976708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2976708.750000 Penalty: 3330.990967
	Iteration 132Q: 3 clusters Score -2976709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2976712.250000 Penalty: 3330.990967
	Iteration 133Q: 3 clusters Score -2976712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2976708.750000 Penalty: 3330.990967
	Iteration 134Q: 3 clusters Score -2976709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2976708.000000 Penalty: 3330.990967
	Iteration 135Q: 3 clusters Score -2976708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2976709.250000 Penalty: 3330.990967
	Iteration 136Q: 3 clusters Score -2976709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2976712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
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	Iteration 138F: 3 clusters Score -2976712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10298 members 
Entering Unmasked Estep 
Score: -1087999.625000 Penalty: 1501.452026
	Iteration 0F: 2 clusters Score -1088000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1080663.625000 Penalty: 3002.904053
	Iteration 0F: 3 clusters Score -1080664 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1083104 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1083405.375000 Penalty: 3002.904053
	Iteration 2F: 3 clusters Score -1083405 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1083681.875000 Penalty: 3002.904053
	Iteration 3F: 3 clusters Score -1083682 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1084003.500000 Penalty: 3002.904053
	Iteration 4F: 3 clusters Score -1084004 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1084363.375000 Penalty: 3002.904053
	Iteration 5F: 3 clusters Score -1084363 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1084807.125000 Penalty: 3002.904053
	Iteration 6F: 3 clusters Score -1084807 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1085249.000000 Penalty: 3002.904053
	Iteration 7F: 3 clusters Score -1085249 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1085682.500000 Penalty: 3002.904053
	Iteration 8F: 3 clusters Score -1085682 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1086088.125000 Penalty: 3002.904053
	Iteration 9Q: 3 clusters Score -1086088 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1086373.250000 Penalty: 3002.904053
	Iteration 10Q: 3 clusters Score -1086373 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1086581.500000 Penalty: 3002.904053
	Iteration 11Q: 3 clusters Score -1086582 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1086715.000000 Penalty: 3002.904053
	Iteration 12Q: 3 clusters Score -1086715 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1086807.750000 Penalty: 3002.904053
	Iteration 13Q: 3 clusters Score -1086808 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1086886.875000 Penalty: 3002.904053
	Iteration 14Q: 3 clusters Score -1086887 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1086942.625000 Penalty: 3002.904053
	Iteration 15Q: 3 clusters Score -1086943 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1086985.750000 Penalty: 3002.904053
	Iteration 16Q: 3 clusters Score -1086986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1087002.125000 Penalty: 3002.904053
	Iteration 17Q: 3 clusters Score -1087002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1087010.125000 Penalty: 3002.904053
	Iteration 18Q: 3 clusters Score -1087010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1087013.000000 Penalty: 3002.904053
	Iteration 19Q: 3 clusters Score -1087013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1087016.875000 Penalty: 3002.904053
	Iteration 20F: 3 clusters Score -1087017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1087023.125000 Penalty: 3002.904053
	Iteration 21Q: 3 clusters Score -1087023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1087025.750000 Penalty: 3002.904053
	Iteration 22Q: 3 clusters Score -1087026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1087028.625000 Penalty: 3002.904053
	Iteration 23Q: 3 clusters Score -1087029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1087031.250000 Penalty: 3002.904053
	Iteration 24Q: 3 clusters Score -1087031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1087031.250000 Penalty: 3002.904053
	Iteration 25Q: 3 clusters Score -1087031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1087030.375000 Penalty: 3002.904053
	Iteration 26Q: 3 clusters Score -1087030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1087030.375000 Penalty: 3002.904053
	Iteration 27F: 3 clusters Score -1087030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Entering Unmasked Estep 
Score: -3265609.000000 Penalty: 1682.813110
	Iteration 0F: 2 clusters Score -3265609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -3244544.000000 Penalty: 3365.626221
	Iteration 0F: 3 clusters Score -3244544 nChanged 14430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3253031.000000 Penalty: 3365.626221
	Iteration 1F: 3 clusters Score -3253031 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -3253834.250000 Penalty: 3365.626221
	Iteration 2F: 3 clusters Score -3253834 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -3255072.250000 Penalty: 3365.626221
	Iteration 3F: 3 clusters Score -3255072 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -3257010.750000 Penalty: 3365.626221
	Iteration 4F: 3 clusters Score -3257011 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -3259470.250000 Penalty: 3365.626221
	Iteration 5F: 3 clusters Score -3259470 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -3261730.750000 Penalty: 3365.626221
	Iteration 6F: 3 clusters Score -3261731 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -3263116.250000 Penalty: 3365.626221
	Iteration 7F: 3 clusters Score -3263116 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -3263807.250000 Penalty: 3365.626221
	Iteration 8Q: 3 clusters Score -3263807 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -3264209.250000 Penalty: 3365.626221
	Iteration 9Q: 3 clusters Score -3264209 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -3264499.500000 Penalty: 3365.626221
	Iteration 10Q: 3 clusters Score -3264500 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -3264648.000000 Penalty: 3365.626221
	Iteration 11Q: 3 clusters Score -3264648 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -3264759.000000 Penalty: 3365.626221
	Iteration 12Q: 3 clusters Score -3264759 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -3264863.500000 Penalty: 3365.626221
	Iteration 13Q: 3 clusters Score -3264864 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -3264935.250000 Penalty: 3365.626221
	Iteration 14Q: 3 clusters Score -3264935 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -3264991.000000 Penalty: 3365.626221
	Iteration 15Q: 3 clusters Score -3264991 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -3265013.250000 Penalty: 3365.626221
	Iteration 16Q: 3 clusters Score -3265013 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -3265049.000000 Penalty: 3365.626221
	Iteration 17Q: 3 clusters Score -3265049 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -3265068.500000 Penalty: 3365.626221
	Iteration 18Q: 3 clusters Score -3265068 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -3265089.750000 Penalty: 3365.626221
	Iteration 19Q: 3 clusters Score -3265090 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -3265124.500000 Penalty: 3365.626221
	Iteration 20F: 3 clusters Score -3265124 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -3265124.000000 Penalty: 3365.626221
	Iteration 21Q: 3 clusters Score -3265124 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -3265131.750000 Penalty: 3365.626221
	Iteration 22Q: 3 clusters Score -3265132 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -3265151.500000 Penalty: 3365.626221
	Iteration 23Q: 3 clusters Score -3265152 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -3265171.000000 Penalty: 3365.626221
	Iteration 24Q: 3 clusters Score -3265171 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -3265180.250000 Penalty: 3365.626221
	Iteration 25Q: 3 clusters Score -3265180 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -3265198.500000 Penalty: 3365.626221
	Iteration 26Q: 3 clusters Score -3265198 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -3265203.500000 Penalty: 3365.626221
	Iteration 27Q: 3 clusters Score -3265204 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -3265217.750000 Penalty: 3365.626221
	Iteration 28Q: 3 clusters Score -3265218 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -3265242.750000 Penalty: 3365.626221
	Iteration 29Q: 3 clusters Score -3265243 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -3265240.000000 Penalty: 3365.626221
	Iteration 30Q: 3 clusters Score -3265240 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -3265263.750000 Penalty: 3365.626221
	Iteration 31Q: 3 clusters Score -3265264 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -3265278.500000 Penalty: 3365.626221
	Iteration 32Q: 3 clusters Score -3265278 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -3265301.500000 Penalty: 3365.626221
	Iteration 33Q: 3 clusters Score -3265302 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -3265321.500000 Penalty: 3365.626221
	Iteration 34Q: 3 clusters Score -3265322 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -3265338.750000 Penalty: 3365.626221
	Iteration 35Q: 3 clusters Score -3265339 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -3265365.250000 Penalty: 3365.626221
	Iteration 36Q: 3 clusters Score -3265365 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -3265370.750000 Penalty: 3365.626221
	Iteration 37Q: 3 clusters Score -3265371 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -3265377.250000 Penalty: 3365.626221
	Iteration 38Q: 3 clusters Score -3265377 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -3265385.250000 Penalty: 3365.626221
	Iteration 39Q: 3 clusters Score -3265385 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -3265400.500000 Penalty: 3365.626221
	Iteration 40F: 3 clusters Score -3265400 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -3265402.750000 Penalty: 3365.626221
	Iteration 41Q: 3 clusters Score -3265403 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -3265413.500000 Penalty: 3365.626221
	Iteration 42Q: 3 clusters Score -3265414 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -3265437.500000 Penalty: 3365.626221
	Iteration 43Q: 3 clusters Score -3265438 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -3265457.500000 Penalty: 3365.626221
	Iteration 44Q: 3 clusters Score -3265458 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -3265463.000000 Penalty: 3365.626221
	Iteration 45Q: 3 clusters Score -3265463 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -3265481.000000 Penalty: 3365.626221
	Iteration 46Q: 3 clusters Score -3265481 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -3265507.250000 Penalty: 3365.626221
	Iteration 47Q: 3 clusters Score -3265507 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -3265528.750000 Penalty: 3365.626221
	Iteration 48Q: 3 clusters Score -3265529 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -3265554.500000 Penalty: 3365.626221
	Iteration 49Q: 3 clusters Score -3265554 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -3265586.750000 Penalty: 3365.626221
	Iteration 50Q: 3 clusters Score -3265587 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -3265612.500000 Penalty: 3365.626221
	Iteration 51Q: 3 clusters Score -3265612 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -3265629.250000 Penalty: 3365.626221
	Iteration 52Q: 3 clusters Score -3265629 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -3265672.750000 Penalty: 3365.626221
	Iteration 53Q: 3 clusters Score -3265673 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -3265707.000000 Penalty: 3365.626221
	Iteration 54Q: 3 clusters Score -3265707 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -3265734.500000 Penalty: 3365.626221
	Iteration 55Q: 3 clusters Score -3265734 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -3265771.750000 Penalty: 3365.626221
	Iteration 56Q: 3 clusters Score -3265772 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -3265801.750000 Penalty: 3365.626221
	Iteration 57Q: 3 clusters Score -3265802 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -3265812.750000 Penalty: 3365.626221
	Iteration 58Q: 3 clusters Score -3265813 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -3265840.500000 Penalty: 3365.626221
	Iteration 59Q: 3 clusters Score -3265840 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -3265880.250000 Penalty: 3365.626221
	Iteration 60F: 3 clusters Score -3265880 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -3265909.250000 Penalty: 3365.626221
	Iteration 61Q: 3 clusters Score -3265909 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3265945.250000 Penalty: 3365.626221
	Iteration 62Q: 3 clusters Score -3265945 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -3265987.000000 Penalty: 3365.626221
	Iteration 63Q: 3 clusters Score -3265987 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3266044.000000 Penalty: 3365.626221
	Iteration 64Q: 3 clusters Score -3266044 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -3266108.500000 Penalty: 3365.626221
	Iteration 65Q: 3 clusters Score -3266108 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3266154.250000 Penalty: 3365.626221
	Iteration 66Q: 3 clusters Score -3266154 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3266206.500000 Penalty: 3365.626221
	Iteration 67Q: 3 clusters Score -3266206 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -3266245.250000 Penalty: 3365.626221
	Iteration 68Q: 3 clusters Score -3266245 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3266300.500000 Penalty: 3365.626221
	Iteration 69Q: 3 clusters Score -3266300 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3266349.250000 Penalty: 3365.626221
	Iteration 70Q: 3 clusters Score -3266349 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3266407.250000 Penalty: 3365.626221
	Iteration 71Q: 3 clusters Score -3266407 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3266456.000000 Penalty: 3365.626221
	Iteration 72Q: 3 clusters Score -3266456 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3266494.000000 Penalty: 3365.626221
	Iteration 73Q: 3 clusters Score -3266494 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3266526.500000 Penalty: 3365.626221
	Iteration 74Q: 3 clusters Score -3266526 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3266540.000000 Penalty: 3365.626221
	Iteration 75Q: 3 clusters Score -3266540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3266546.750000 Penalty: 3365.626221
	Iteration 76Q: 3 clusters Score -3266547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3266559.250000 Penalty: 3365.626221
	Iteration 77Q: 3 clusters Score -3266559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3266566.250000 Penalty: 3365.626221
	Iteration 78Q: 3 clusters Score -3266566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3266570.250000 Penalty: 3365.626221
	Iteration 79Q: 3 clusters Score -3266570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3266567.500000 Penalty: 3365.626221
	Iteration 80F: 3 clusters Score -3266568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3266565.750000 Penalty: 3365.626221
	Iteration 81Q: 3 clusters Score -3266566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3266567.750000 Penalty: 3365.626221
	Iteration 82Q: 3 clusters Score -3266568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3266565.250000 Penalty: 3365.626221
	Iteration 83Q: 3 clusters Score -3266565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3266563.750000 Penalty: 3365.626221
	Iteration 84Q: 3 clusters Score -3266564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3266565.000000 Penalty: 3365.626221
	Iteration 85Q: 3 clusters Score -3266565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3266565.000000 Penalty: 3365.626221
	Iteration 86F: 3 clusters Score -3266565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6474 members 
Mstep: Class 3 contains 603 members 
Mstep: Class 4 contains 10483 members 
Mstep: Class 5 contains 5399 members 
Mstep: Class 6 contains 6736 members 
Mstep: Class 7 contains 33829 members 
Mstep: Class 8 contains 697 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 631 members 
Mstep: Class 11 contains 7079 members 
Mstep: Class 12 contains 18522 members 
Mstep: Class 13 contains 10355 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 28260 members 
Mstep: Class 16 contains 10298 members 
Mstep: Class 17 contains 29335 members 
Mstep: Class 18 contains 133340 members 
Mstep: Class 19 contains 2312 members 
Mstep: Class 20 contains 28676 members 
Mstep: Class 21 contains 25147 members 
Mstep: Class 22 contains 8283 members 
Mstep: Class 23 contains 17561 members 
Mstep: Class 24 contains 22802 members 
Mstep: Class 25 contains 6865 members 
Mstep: Class 26 contains 183709 members 
Mstep: Class 27 contains 2781 members 
Mstep: Class 28 contains 31398 members 
Mstep: Class 29 contains 1182 members 
Mstep: Class 30 contains 2401 members 
Mstep: Class 31 contains 2103 members 
Entering Unmasked Estep 
Score: -65903724.000000 Penalty: 67358.195312
Splitting cluster 17 changes total score from -65888156.000000 to -65903724.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (133340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133340 members 
Entering Unmasked Estep 
Score: -14295095.000000 Penalty: 1917.606812
	Iteration 0F: 2 clusters Score -1.42951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66548 members 
Mstep: Class 2 contains 66792 members 
Entering Unmasked Estep 
Score: -14205749.000000 Penalty: 3835.213623
	Iteration 0F: 3 clusters Score -1.420575e+07 nChanged 64210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64898 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
Score: -14242991.000000 Penalty: 3835.213623
	Iteration 1F: 3 clusters Score -1.424299e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63761 members 
Mstep: Class 2 contains 69579 members 
Entering Unmasked Estep 
Score: -14243711.000000 Penalty: 3835.213623
	Iteration 2Q: 3 clusters Score -1.424371e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61763 members 
Mstep: Class 2 contains 71577 members 
Entering Unmasked Estep 
Score: -14244696.000000 Penalty: 3835.213623
	Iteration 3Q: 3 clusters Score -1.42447e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 74898 members 
Entering Unmasked Estep 
Score: -14246645.000000 Penalty: 3835.213623
	Iteration 4Q: 3 clusters Score -1.424664e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 80156 members 
Entering Unmasked Estep 
Score: -14249908.000000 Penalty: 3835.213623
	Iteration 5F: 3 clusters Score -1.424991e+07 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 87788 members 
Entering Unmasked Estep 
Score: -14255845.000000 Penalty: 3835.213623
	Iteration 6F: 3 clusters Score -1.425584e+07 nChanged 10868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 97238 members 
Entering Unmasked Estep 
Score: -14263674.000000 Penalty: 3835.213623
	Iteration 7F: 3 clusters Score -1.426367e+07 nChanged 10625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 106875 members 
Entering Unmasked Estep 
Score: -14272155.000000 Penalty: 3835.213623
	Iteration 8F: 3 clusters Score -1.427216e+07 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 115091 members 
Entering Unmasked Estep 
Score: -14279021.000000 Penalty: 3835.213623
	Iteration 9F: 3 clusters Score -1.427902e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 121214 members 
Entering Unmasked Estep 
Score: -14283971.000000 Penalty: 3835.213623
	Iteration 10Q: 3 clusters Score -1.428397e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 125611 members 
Entering Unmasked Estep 
Score: -14287592.000000 Penalty: 3835.213623
	Iteration 11Q: 3 clusters Score -1.428759e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 128560 members 
Entering Unmasked Estep 
Score: -14290203.000000 Penalty: 3835.213623
	Iteration 12Q: 3 clusters Score -1.42902e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 130159 members 
Entering Unmasked Estep 
Score: -14291714.000000 Penalty: 3835.213623
	Iteration 13Q: 3 clusters Score -1.429171e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 130935 members 
Entering Unmasked Estep 
Score: -14292597.000000 Penalty: 3835.213623
	Iteration 14Q: 3 clusters Score -1.42926e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 131261 members 
Entering Unmasked Estep 
Score: -14293060.000000 Penalty: 3835.213623
	Iteration 15Q: 3 clusters Score -1.429306e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 131405 members 
Entering Unmasked Estep 
Score: -14293307.000000 Penalty: 3835.213623
	Iteration 16Q: 3 clusters Score -1.429331e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 131484 members 
Entering Unmasked Estep 
Score: -14293466.000000 Penalty: 3835.213623
	Iteration 17Q: 3 clusters Score -1.429347e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 131525 members 
Entering Unmasked Estep 
Score: -14293579.000000 Penalty: 3835.213623
	Iteration 18Q: 3 clusters Score -1.429358e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 131565 members 
Entering Unmasked Estep 
Score: -14293610.000000 Penalty: 3835.213623
	Iteration 19Q: 3 clusters Score -1.429361e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 131609 members 
Entering Unmasked Estep 
Score: -14293632.000000 Penalty: 3835.213623
	Iteration 20F: 3 clusters Score -1.429363e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 131635 members 
Entering Unmasked Estep 
Score: -14293666.000000 Penalty: 3835.213623
	Iteration 21Q: 3 clusters Score -1.429367e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 131652 members 
Entering Unmasked Estep 
Score: -14293663.000000 Penalty: 3835.213623
	Iteration 22Q: 3 clusters Score -1.429366e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 131677 members 
Entering Unmasked Estep 
Score: -14293694.000000 Penalty: 3835.213623
	Iteration 23Q: 3 clusters Score -1.429369e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 131690 members 
Entering Unmasked Estep 
Score: -14293708.000000 Penalty: 3835.213623
	Iteration 24Q: 3 clusters Score -1.429371e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 131703 members 
Entering Unmasked Estep 
Score: -14293706.000000 Penalty: 3835.213623
	Iteration 25Q: 3 clusters Score -1.429371e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 131721 members 
Entering Unmasked Estep 
Score: -14293734.000000 Penalty: 3835.213623
	Iteration 26Q: 3 clusters Score -1.429373e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 131737 members 
Entering Unmasked Estep 
Score: -14293730.000000 Penalty: 3835.213623
	Iteration 27Q: 3 clusters Score -1.429373e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 131750 members 
Entering Unmasked Estep 
Score: -14293750.000000 Penalty: 3835.213623
	Iteration 28Q: 3 clusters Score -1.429375e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 131770 members 
Entering Unmasked Estep 
Score: -14293783.000000 Penalty: 3835.213623
	Iteration 29Q: 3 clusters Score -1.429378e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 131774 members 
Entering Unmasked Estep 
Score: -14293776.000000 Penalty: 3835.213623
	Iteration 30Q: 3 clusters Score -1.429378e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 131784 members 
Entering Unmasked Estep 
Score: -14293782.000000 Penalty: 3835.213623
	Iteration 31Q: 3 clusters Score -1.429378e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 131775 members 
Entering Unmasked Estep 
Score: -14293803.000000 Penalty: 3835.213623
	Iteration 32Q: 3 clusters Score -1.42938e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 131783 members 
Entering Unmasked Estep 
Score: -14293797.000000 Penalty: 3835.213623
	Iteration 33Q: 3 clusters Score -1.42938e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 131786 members 
Entering Unmasked Estep 
Score: -14293810.000000 Penalty: 3835.213623
	Iteration 34Q: 3 clusters Score -1.429381e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 131787 members 
Entering Unmasked Estep 
Score: -14293828.000000 Penalty: 3835.213623
	Iteration 35Q: 3 clusters Score -1.429383e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 131788 members 
Entering Unmasked Estep 
Score: -14293840.000000 Penalty: 3835.213623
	Iteration 36Q: 3 clusters Score -1.429384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 131793 members 
Entering Unmasked Estep 
Score: -14293844.000000 Penalty: 3835.213623
	Iteration 37Q: 3 clusters Score -1.429384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 131791 members 
Entering Unmasked Estep 
Score: -14293848.000000 Penalty: 3835.213623
	Iteration 38Q: 3 clusters Score -1.429385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 131791 members 
Entering Unmasked Estep 
Score: -14293843.000000 Penalty: 3835.213623
	Iteration 39Q: 3 clusters Score -1.429384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 131792 members 
Entering Unmasked Estep 
Score: -14293842.000000 Penalty: 3835.213623
	Iteration 40F: 3 clusters Score -1.429384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 131793 members 
Entering Unmasked Estep 
Score: -14293851.000000 Penalty: 3835.213623
	Iteration 41Q: 3 clusters Score -1.429385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 131793 members 
Entering Unmasked Estep 
Score: -14293851.000000 Penalty: 3835.213623
	Iteration 42F: 3 clusters Score -1.429385e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Entering Unmasked Estep 
Score: -3052778.000000 Penalty: 1667.870117
	Iteration 0F: 2 clusters Score -3052778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3033517.000000 Penalty: 3335.740234
	Iteration 0F: 3 clusters Score -3033517 nChanged 13166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -3040693.750000 Penalty: 3335.740234
	Iteration 1F: 3 clusters Score -3040694 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -3041180.500000 Penalty: 3335.740234
	Iteration 2Q: 3 clusters Score -3041180 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -3041947.000000 Penalty: 3335.740234
	Iteration 3F: 3 clusters Score -3041947 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -3043144.000000 Penalty: 3335.740234
	Iteration 4F: 3 clusters Score -3043144 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -3044751.000000 Penalty: 3335.740234
	Iteration 5F: 3 clusters Score -3044751 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -3046491.750000 Penalty: 3335.740234
	Iteration 6F: 3 clusters Score -3046492 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -3048090.500000 Penalty: 3335.740234
	Iteration 7F: 3 clusters Score -3048090 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -3049391.750000 Penalty: 3335.740234
	Iteration 8F: 3 clusters Score -3049392 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -3050218.750000 Penalty: 3335.740234
	Iteration 9Q: 3 clusters Score -3050219 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -3050710.750000 Penalty: 3335.740234
	Iteration 10Q: 3 clusters Score -3050711 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -3050941.750000 Penalty: 3335.740234
	Iteration 11Q: 3 clusters Score -3050942 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -3051098.500000 Penalty: 3335.740234
	Iteration 12Q: 3 clusters Score -3051098 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -3051183.250000 Penalty: 3335.740234
	Iteration 13Q: 3 clusters Score -3051183 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -3051223.250000 Penalty: 3335.740234
	Iteration 14Q: 3 clusters Score -3051223 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -3051252.000000 Penalty: 3335.740234
	Iteration 15Q: 3 clusters Score -3051252 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -3051284.500000 Penalty: 3335.740234
	Iteration 16Q: 3 clusters Score -3051284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -3051312.250000 Penalty: 3335.740234
	Iteration 17Q: 3 clusters Score -3051312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -3051337.250000 Penalty: 3335.740234
	Iteration 18Q: 3 clusters Score -3051337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -3051352.000000 Penalty: 3335.740234
	Iteration 19Q: 3 clusters Score -3051352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -3051362.750000 Penalty: 3335.740234
	Iteration 20F: 3 clusters Score -3051363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -3051372.750000 Penalty: 3335.740234
	Iteration 21Q: 3 clusters Score -3051373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -3051383.500000 Penalty: 3335.740234
	Iteration 22Q: 3 clusters Score -3051384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -3051382.500000 Penalty: 3335.740234
	Iteration 23Q: 3 clusters Score -3051382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -3051385.250000 Penalty: 3335.740234
	Iteration 24Q: 3 clusters Score -3051385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -3051385.750000 Penalty: 3335.740234
	Iteration 25Q: 3 clusters Score -3051386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -3051388.500000 Penalty: 3335.740234
	Iteration 26Q: 3 clusters Score -3051388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -3051387.750000 Penalty: 3335.740234
	Iteration 27Q: 3 clusters Score -3051388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -3051387.750000 Penalty: 3335.740234
	Iteration 28F: 3 clusters Score -3051388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Entering Unmasked Estep 
Score: -2631876.500000 Penalty: 1646.530273
	Iteration 0F: 2 clusters Score -2631876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2615037.750000 Penalty: 3293.060547
	Iteration 0F: 3 clusters Score -2615038 nChanged 11378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -2621491.250000 Penalty: 3293.060547
	Iteration 1F: 3 clusters Score -2621491 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2622037.000000 Penalty: 3293.060547
	Iteration 2F: 3 clusters Score -2622037 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2622659.500000 Penalty: 3293.060547
	Iteration 3F: 3 clusters Score -2622660 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2623361.000000 Penalty: 3293.060547
	Iteration 4F: 3 clusters Score -2623361 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2624249.000000 Penalty: 3293.060547
	Iteration 5F: 3 clusters Score -2624249 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2625291.250000 Penalty: 3293.060547
	Iteration 6F: 3 clusters Score -2625291 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2626463.750000 Penalty: 3293.060547
	Iteration 7F: 3 clusters Score -2626464 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2627560.750000 Penalty: 3293.060547
	Iteration 8F: 3 clusters Score -2627561 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2628533.000000 Penalty: 3293.060547
	Iteration 9Q: 3 clusters Score -2628533 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2629356.250000 Penalty: 3293.060547
	Iteration 10Q: 3 clusters Score -2629356 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2629870.250000 Penalty: 3293.060547
	Iteration 11Q: 3 clusters Score -2629870 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2630227.750000 Penalty: 3293.060547
	Iteration 12Q: 3 clusters Score -2630228 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2630409.250000 Penalty: 3293.060547
	Iteration 13Q: 3 clusters Score -2630409 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2630505.750000 Penalty: 3293.060547
	Iteration 14Q: 3 clusters Score -2630506 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2630569.250000 Penalty: 3293.060547
	Iteration 15Q: 3 clusters Score -2630569 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2630627.250000 Penalty: 3293.060547
	Iteration 16Q: 3 clusters Score -2630627 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2630665.000000 Penalty: 3293.060547
	Iteration 17Q: 3 clusters Score -2630665 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2630690.250000 Penalty: 3293.060547
	Iteration 18Q: 3 clusters Score -2630690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2630710.750000 Penalty: 3293.060547
	Iteration 19Q: 3 clusters Score -2630711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2630719.500000 Penalty: 3293.060547
	Iteration 20F: 3 clusters Score -2630720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2630736.250000 Penalty: 3293.060547
	Iteration 21Q: 3 clusters Score -2630736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2630743.250000 Penalty: 3293.060547
	Iteration 22Q: 3 clusters Score -2630743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2630750.500000 Penalty: 3293.060547
	Iteration 23Q: 3 clusters Score -2630750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2630760.750000 Penalty: 3293.060547
	Iteration 24Q: 3 clusters Score -2630761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2630767.500000 Penalty: 3293.060547
	Iteration 25Q: 3 clusters Score -2630768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2630777.000000 Penalty: 3293.060547
	Iteration 26Q: 3 clusters Score -2630777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2630784.000000 Penalty: 3293.060547
	Iteration 27Q: 3 clusters Score -2630784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2630794.500000 Penalty: 3293.060547
	Iteration 28Q: 3 clusters Score -2630794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2630794.000000 Penalty: 3293.060547
	Iteration 29Q: 3 clusters Score -2630794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2630795.500000 Penalty: 3293.060547
	Iteration 30Q: 3 clusters Score -2630796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2630803.000000 Penalty: 3293.060547
	Iteration 31Q: 3 clusters Score -2630803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2630801.500000 Penalty: 3293.060547
	Iteration 32Q: 3 clusters Score -2630802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2630801.250000 Penalty: 3293.060547
	Iteration 33Q: 3 clusters Score -2630801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2630801.250000 Penalty: 3293.060547
	Iteration 34F: 3 clusters Score -2630801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Entering Unmasked Estep 
Score: -819549.562500 Penalty: 1466.068481
	Iteration 0F: 2 clusters Score -819549.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -813509.500000 Penalty: 2932.136963
	Iteration 0F: 3 clusters Score -813509.5 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -815862.812500 Penalty: 2932.136963
	Iteration 1F: 3 clusters Score -815862.8 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -816437.812500 Penalty: 2932.136963
	Iteration 2F: 3 clusters Score -816437.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -816897.875000 Penalty: 2932.136963
	Iteration 3F: 3 clusters Score -816897.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -817325.562500 Penalty: 2932.136963
	Iteration 4F: 3 clusters Score -817325.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -817846.000000 Penalty: 2932.136963
	Iteration 5F: 3 clusters Score -817846 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -818454.750000 Penalty: 2932.136963
	Iteration 6F: 3 clusters Score -818454.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -819240.062500 Penalty: 2932.136963
	Iteration 7F: 3 clusters Score -819240.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -820170.937500 Penalty: 2932.136963
	Iteration 8F: 3 clusters Score -820170.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -821033.000000 Penalty: 2932.136963
	Iteration 9Q: 3 clusters Score -821033 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -821366.125000 Penalty: 2932.136963
	Iteration 10Q: 3 clusters Score -821366.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -821509.875000 Penalty: 2932.136963
	Iteration 11Q: 3 clusters Score -821509.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -821664.250000 Penalty: 2932.136963
	Iteration 12Q: 3 clusters Score -821664.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -821878.062500 Penalty: 2932.136963
	Iteration 13Q: 3 clusters Score -821878.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -822077.312500 Penalty: 2932.136963
	Iteration 14Q: 3 clusters Score -822077.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -822179.125000 Penalty: 2932.136963
	Iteration 15Q: 3 clusters Score -822179.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -822247.250000 Penalty: 2932.136963
	Iteration 16Q: 3 clusters Score -822247.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -822275.062500 Penalty: 2932.136963
	Iteration 17Q: 3 clusters Score -822275.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -822285.062500 Penalty: 2932.136963
	Iteration 18Q: 3 clusters Score -822285.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -822287.875000 Penalty: 2932.136963
	Iteration 19Q: 3 clusters Score -822287.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -822291.500000 Penalty: 2932.136963
	Iteration 20F: 3 clusters Score -822291.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -822294.625000 Penalty: 2932.136963
	Iteration 21Q: 3 clusters Score -822294.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -822295.312500 Penalty: 2932.136963
	Iteration 22Q: 3 clusters Score -822295.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -822296.562500 Penalty: 2932.136963
	Iteration 23Q: 3 clusters Score -822296.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -822297.375000 Penalty: 2932.136963
	Iteration 24Q: 3 clusters Score -822297.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -822298.687500 Penalty: 2932.136963
	Iteration 25Q: 3 clusters Score -822298.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -822298.687500 Penalty: 2932.136963
	Iteration 26F: 3 clusters Score -822298.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6474 members 
Mstep: Class 3 contains 603 members 
Mstep: Class 4 contains 10483 members 
Mstep: Class 5 contains 5399 members 
Mstep: Class 6 contains 6736 members 
Mstep: Class 7 contains 33829 members 
Mstep: Class 8 contains 697 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 631 members 
Mstep: Class 11 contains 7079 members 
Mstep: Class 12 contains 18522 members 
Mstep: Class 13 contains 10355 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 28260 members 
Mstep: Class 16 contains 10298 members 
Mstep: Class 17 contains 29335 members 
Mstep: Class 18 contains 133340 members 
Mstep: Class 19 contains 2312 members 
Mstep: Class 20 contains 28676 members 
Mstep: Class 21 contains 25147 members 
Mstep: Class 22 contains 3939 members 
Mstep: Class 23 contains 17561 members 
Mstep: Class 24 contains 22802 members 
Mstep: Class 25 contains 6865 members 
Mstep: Class 26 contains 183709 members 
Mstep: Class 27 contains 2781 members 
Mstep: Class 28 contains 31398 members 
Mstep: Class 29 contains 1182 members 
Mstep: Class 30 contains 2401 members 
Mstep: Class 31 contains 2103 members 
Mstep: Class 32 contains 4344 members 
Entering Unmasked Estep 
Score: -65906044.000000 Penalty: 69531.039062
Splitting cluster 22 changes total score from -65888156.000000 to -65906044.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 23 (17561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Entering Unmasked Estep 
Score: -1798674.625000 Penalty: 1588.183228
	Iteration 0F: 2 clusters Score -1798675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1786676.500000 Penalty: 3176.366455
	Iteration 0F: 3 clusters Score -1786676 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1790928.500000 Penalty: 3176.366455
	Iteration 1F: 3 clusters Score -1790928 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1791377.875000 Penalty: 3176.366455
	Iteration 2F: 3 clusters Score -1791378 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1791915.500000 Penalty: 3176.366455
	Iteration 3F: 3 clusters Score -1791916 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1792603.500000 Penalty: 3176.366455
	Iteration 4F: 3 clusters Score -1792604 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1793495.000000 Penalty: 3176.366455
	Iteration 5F: 3 clusters Score -1793495 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1794422.125000 Penalty: 3176.366455
	Iteration 6F: 3 clusters Score -1794422 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1795235.375000 Penalty: 3176.366455
	Iteration 7F: 3 clusters Score -1795235 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1795907.125000 Penalty: 3176.366455
	Iteration 8F: 3 clusters Score -1795907 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1796517.500000 Penalty: 3176.366455
	Iteration 9Q: 3 clusters Score -1796518 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1797219.750000 Penalty: 3176.366455
	Iteration 10Q: 3 clusters Score -1797220 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1798187.625000 Penalty: 3176.366455
	Iteration 11Q: 3 clusters Score -1798188 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1799336.000000 Penalty: 3176.366455
	Iteration 12Q: 3 clusters Score -1799336 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1800088.500000 Penalty: 3176.366455
	Iteration 13Q: 3 clusters Score -1800088 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1800475.750000 Penalty: 3176.366455
	Iteration 14Q: 3 clusters Score -1800476 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1800693.000000 Penalty: 3176.366455
	Iteration 15Q: 3 clusters Score -1800693 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1800820.875000 Penalty: 3176.366455
	Iteration 16Q: 3 clusters Score -1800821 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1800911.125000 Penalty: 3176.366455
	Iteration 17Q: 3 clusters Score -1800911 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1801000.500000 Penalty: 3176.366455
	Iteration 18Q: 3 clusters Score -1801000 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1801061.000000 Penalty: 3176.366455
	Iteration 19Q: 3 clusters Score -1801061 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1801131.250000 Penalty: 3176.366455
	Iteration 20F: 3 clusters Score -1801131 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1801191.625000 Penalty: 3176.366455
	Iteration 21Q: 3 clusters Score -1801192 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1801230.125000 Penalty: 3176.366455
	Iteration 22Q: 3 clusters Score -1801230 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1801257.250000 Penalty: 3176.366455
	Iteration 23Q: 3 clusters Score -1801257 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1801286.750000 Penalty: 3176.366455
	Iteration 24Q: 3 clusters Score -1801287 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1801307.875000 Penalty: 3176.366455
	Iteration 25Q: 3 clusters Score -1801308 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1801320.375000 Penalty: 3176.366455
	Iteration 26Q: 3 clusters Score -1801320 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1801327.625000 Penalty: 3176.366455
	Iteration 27Q: 3 clusters Score -1801328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1801340.125000 Penalty: 3176.366455
	Iteration 28Q: 3 clusters Score -1801340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1801342.250000 Penalty: 3176.366455
	Iteration 29Q: 3 clusters Score -1801342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1801345.375000 Penalty: 3176.366455
	Iteration 30Q: 3 clusters Score -1801345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1801348.625000 Penalty: 3176.366455
	Iteration 31Q: 3 clusters Score -1801349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1801347.250000 Penalty: 3176.366455
	Iteration 32Q: 3 clusters Score -1801347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1801353.000000 Penalty: 3176.366455
	Iteration 33Q: 3 clusters Score -1801353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1801353.750000 Penalty: 3176.366455
	Iteration 34Q: 3 clusters Score -1801354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1801356.375000 Penalty: 3176.366455
	Iteration 35Q: 3 clusters Score -1801356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1801355.875000 Penalty: 3176.366455
	Iteration 36Q: 3 clusters Score -1801356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1801357.875000 Penalty: 3176.366455
	Iteration 37Q: 3 clusters Score -1801358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1801357.875000 Penalty: 3176.366455
	Iteration 38F: 3 clusters Score -1801358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6474 members 
Mstep: Class 3 contains 603 members 
Mstep: Class 4 contains 10483 members 
Mstep: Class 5 contains 5399 members 
Mstep: Class 6 contains 6736 members 
Mstep: Class 7 contains 33829 members 
Mstep: Class 8 contains 697 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 631 members 
Mstep: Class 11 contains 7079 members 
Mstep: Class 12 contains 18522 members 
Mstep: Class 13 contains 10355 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 28260 members 
Mstep: Class 16 contains 10298 members 
Mstep: Class 17 contains 29335 members 
Mstep: Class 18 contains 133340 members 
Mstep: Class 19 contains 2312 members 
Mstep: Class 20 contains 28676 members 
Mstep: Class 21 contains 25147 members 
Mstep: Class 22 contains 3939 members 
Mstep: Class 23 contains 5237 members 
Mstep: Class 24 contains 22802 members 
Mstep: Class 25 contains 6865 members 
Mstep: Class 26 contains 183709 members 
Mstep: Class 27 contains 2781 members 
Mstep: Class 28 contains 31398 members 
Mstep: Class 29 contains 1182 members 
Mstep: Class 30 contains 2401 members 
Mstep: Class 31 contains 2103 members 
Mstep: Class 32 contains 4344 members 
Mstep: Class 33 contains 12324 members 
Entering Unmasked Estep 
Score: -65907804.000000 Penalty: 71703.882812
Splitting cluster 23 changes total score from -65888156.000000 to -65907804.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6474 members 
Mstep: Class 3 contains 603 members 
Mstep: Class 4 contains 10483 members 
Mstep: Class 5 contains 5399 members 
Mstep: Class 6 contains 6736 members 
Mstep: Class 7 contains 33829 members 
Mstep: Class 8 contains 697 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 631 members 
Mstep: Class 11 contains 7079 members 
Mstep: Class 12 contains 18522 members 
Mstep: Class 13 contains 10355 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 28260 members 
Mstep: Class 16 contains 10298 members 
Mstep: Class 17 contains 29335 members 
Mstep: Class 18 contains 133340 members 
Mstep: Class 20 contains 28676 members 
Mstep: Class 21 contains 25147 members 
Mstep: Class 22 contains 3939 members 
Mstep: Class 23 contains 5237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65913464.000000 Penalty: 71703.882812
Iteration 39Q: 34 clusters Score -6.591346e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6652 members 
Mstep: Class 3 contains 618 members 
Mstep: Class 4 contains 10756 members 
Mstep: Class 5 contains 6030 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 34068 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 646 members 
Mstep: Class 10 contains 681 members 
Mstep: Class 11 contains 6971 members 
Mstep: Class 12 contains 18738 members 
Mstep: Class 13 contains 10233 members 
Mstep: Class 14 contains 1893 members 
Mstep: Class 15 contains 28357 members 
Mstep: Class 16 contains 10616 members 
Mstep: Class 17 contains 29428 members 
Mstep: Class 18 contains 133284 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 29137 members 
Mstep: Class 21 contains 25008 members 
Mstep: Class 22 contains 4072 members 
Mstep: Class 23 contains 5462 members 
Mstep: Class 24 contains 22784 members 
Mstep: Class 25 contains 6516 members 
Mstep: Class 26 contains 182223 members 
Mstep: Class 27 contains 2674 members 
Mstep: Class 28 contains 31271 members 
Mstep: Class 29 contains 1175 members 
Mstep: Class 30 contains 2281 members 
Mstep: Class 31 contains 2114 members 
Mstep: Class 32 contains 4250 members 
Mstep: Class 33 contains 11640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65921928.000000 Penalty: 71703.882812
Iteration 40F: 34 clusters Score -6.592193e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6750 members 
Mstep: Class 3 contains 612 members 
Mstep: Class 4 contains 10569 members 
Mstep: Class 5 contains 6256 members 
Mstep: Class 6 contains 6660 members 
Mstep: Class 7 contains 34056 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 699 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 6575 members 
Mstep: Class 12 contains 18894 members 
Mstep: Class 13 contains 10097 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 28281 members 
Mstep: Class 16 contains 10973 members 
Mstep: Class 17 contains 28978 members 
Mstep: Class 18 contains 132927 members 
Mstep: Class 19 contains 2362 members 
Mstep: Class 20 contains 29344 members 
Mstep: Class 21 contains 24706 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 5452 members 
Mstep: Class 24 contains 23127 members 
Mstep: Class 25 contains 6393 members 
Mstep: Class 26 contains 181453 members 
Mstep: Class 27 contains 2934 members 
Mstep: Class 28 contains 31977 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2265 members 
Mstep: Class 31 contains 2183 members 
Mstep: Class 32 contains 4253 members 
Mstep: Class 33 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65926636.000000 Penalty: 71703.882812
Iteration 41Q: 34 clusters Score -6.592664e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6856 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 10447 members 
Mstep: Class 5 contains 6454 members 
Mstep: Class 6 contains 6545 members 
Mstep: Class 7 contains 34102 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 663 members 
Mstep: Class 10 contains 639 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 12 contains 19097 members 
Mstep: Class 13 contains 9983 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 28223 members 
Mstep: Class 16 contains 11167 members 
Mstep: Class 17 contains 28573 members 
Mstep: Class 18 contains 132690 members 
Mstep: Class 19 contains 2387 members 
Mstep: Class 20 contains 29602 members 
Mstep: Class 21 contains 24425 members 
Mstep: Class 22 contains 4028 members 
Mstep: Class 23 contains 5495 members 
Mstep: Class 24 contains 23341 members 
Mstep: Class 25 contains 6297 members 
Mstep: Class 26 contains 180714 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 32576 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2247 members 
Mstep: Class 31 contains 2249 members 
Mstep: Class 32 contains 4272 members 
Mstep: Class 33 contains 12573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65928928.000000 Penalty: 71703.882812
Iteration 42Q: 34 clusters Score -6.592893e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6888 members 
Mstep: Class 3 contains 614 members 
Mstep: Class 4 contains 10378 members 
Mstep: Class 5 contains 6600 members 
Mstep: Class 6 contains 6445 members 
Mstep: Class 7 contains 34180 members 
Mstep: Class 8 contains 525 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 6093 members 
Mstep: Class 12 contains 19316 members 
Mstep: Class 13 contains 9917 members 
Mstep: Class 14 contains 1889 members 
Mstep: Class 15 contains 28146 members 
Mstep: Class 16 contains 11273 members 
Mstep: Class 17 contains 28187 members 
Mstep: Class 18 contains 132528 members 
Mstep: Class 19 contains 2391 members 
Mstep: Class 20 contains 29842 members 
Mstep: Class 21 contains 24178 members 
Mstep: Class 22 contains 4034 members 
Mstep: Class 23 contains 5554 members 
Mstep: Class 24 contains 23518 members 
Mstep: Class 25 contains 6212 members 
Mstep: Class 26 contains 180085 members 
Mstep: Class 27 contains 3324 members 
Mstep: Class 28 contains 33119 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2231 members 
Mstep: Class 31 contains 2298 members 
Mstep: Class 32 contains 4282 members 
Mstep: Class 33 contains 12865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65930076.000000 Penalty: 71703.882812
Iteration 43Q: 34 clusters Score -6.593008e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6912 members 
Mstep: Class 3 contains 613 members 
Mstep: Class 4 contains 10293 members 
Mstep: Class 5 contains 6725 members 
Mstep: Class 6 contains 6363 members 
Mstep: Class 7 contains 34270 members 
Mstep: Class 8 contains 460 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 613 members 
Mstep: Class 11 contains 5978 members 
Mstep: Class 12 contains 19544 members 
Mstep: Class 13 contains 9886 members 
Mstep: Class 14 contains 1891 members 
Mstep: Class 15 contains 28057 members 
Mstep: Class 16 contains 11342 members 
Mstep: Class 17 contains 27838 members 
Mstep: Class 18 contains 132384 members 
Mstep: Class 19 contains 2391 members 
Mstep: Class 20 contains 30085 members 
Mstep: Class 21 contains 23935 members 
Mstep: Class 22 contains 4021 members 
Mstep: Class 23 contains 5617 members 
Mstep: Class 24 contains 23626 members 
Mstep: Class 25 contains 6166 members 
Mstep: Class 26 contains 179473 members 
Mstep: Class 27 contains 3441 members 
Mstep: Class 28 contains 33605 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2225 members 
Mstep: Class 31 contains 2353 members 
Mstep: Class 32 contains 4287 members 
Mstep: Class 33 contains 13141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65931400.000000 Penalty: 71703.882812
Iteration 44Q: 34 clusters Score -6.59314e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6926 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 10224 members 
Mstep: Class 5 contains 6866 members 
Mstep: Class 6 contains 6290 members 
Mstep: Class 7 contains 34366 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 621 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 5905 members 
Mstep: Class 12 contains 19771 members 
Mstep: Class 13 contains 9867 members 
Mstep: Class 14 contains 1878 members 
Mstep: Class 15 contains 27971 members 
Mstep: Class 16 contains 11342 members 
Mstep: Class 17 contains 27520 members 
Mstep: Class 18 contains 132277 members 
Mstep: Class 19 contains 2387 members 
Mstep: Class 20 contains 30252 members 
Mstep: Class 21 contains 23703 members 
Mstep: Class 22 contains 4024 members 
Mstep: Class 23 contains 5701 members 
Mstep: Class 24 contains 23722 members 
Mstep: Class 25 contains 6127 members 
Mstep: Class 26 contains 178952 members 
Mstep: Class 27 contains 3513 members 
Mstep: Class 28 contains 34045 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2227 members 
Mstep: Class 31 contains 2398 members 
Mstep: Class 32 contains 4283 members 
Mstep: Class 33 contains 13347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65932596.000000 Penalty: 71703.882812
Iteration 45Q: 34 clusters Score -6.59326e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6958 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 10179 members 
Mstep: Class 5 contains 6996 members 
Mstep: Class 6 contains 6208 members 
Mstep: Class 7 contains 34484 members 
Mstep: Class 8 contains 383 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 5859 members 
Mstep: Class 12 contains 19993 members 
Mstep: Class 13 contains 9840 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 27897 members 
Mstep: Class 16 contains 11304 members 
Mstep: Class 17 contains 27225 members 
Mstep: Class 18 contains 132204 members 
Mstep: Class 19 contains 2385 members 
Mstep: Class 20 contains 30431 members 
Mstep: Class 21 contains 23464 members 
Mstep: Class 22 contains 4018 members 
Mstep: Class 23 contains 5786 members 
Mstep: Class 24 contains 23790 members 
Mstep: Class 25 contains 6100 members 
Mstep: Class 26 contains 178498 members 
Mstep: Class 27 contains 3567 members 
Mstep: Class 28 contains 34410 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2232 members 
Mstep: Class 31 contains 2431 members 
Mstep: Class 32 contains 4277 members 
Mstep: Class 33 contains 13506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65933044.000000 Penalty: 71703.882812
Iteration 46Q: 34 clusters Score -6.593304e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6973 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 10142 members 
Mstep: Class 5 contains 7105 members 
Mstep: Class 6 contains 6126 members 
Mstep: Class 7 contains 34595 members 
Mstep: Class 8 contains 351 members 
Mstep: Class 9 contains 617 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 11 contains 5827 members 
Mstep: Class 12 contains 20189 members 
Mstep: Class 13 contains 9815 members 
Mstep: Class 14 contains 1884 members 
Mstep: Class 15 contains 27846 members 
Mstep: Class 16 contains 11284 members 
Mstep: Class 17 contains 26967 members 
Mstep: Class 18 contains 132164 members 
Mstep: Class 19 contains 2382 members 
Mstep: Class 20 contains 30590 members 
Mstep: Class 21 contains 23241 members 
Mstep: Class 22 contains 4020 members 
Mstep: Class 23 contains 5860 members 
Mstep: Class 24 contains 23845 members 
Mstep: Class 25 contains 6073 members 
Mstep: Class 26 contains 178097 members 
Mstep: Class 27 contains 3591 members 
Mstep: Class 28 contains 34700 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2233 members 
Mstep: Class 31 contains 2454 members 
Mstep: Class 32 contains 4266 members 
Mstep: Class 33 contains 13670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65933704.000000 Penalty: 71703.882812
Iteration 47Q: 34 clusters Score -6.59337e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6994 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 10131 members 
Mstep: Class 5 contains 7218 members 
Mstep: Class 6 contains 6053 members 
Mstep: Class 7 contains 34731 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5809 members 
Mstep: Class 12 contains 20359 members 
Mstep: Class 13 contains 9803 members 
Mstep: Class 14 contains 1886 members 
Mstep: Class 15 contains 27776 members 
Mstep: Class 16 contains 11246 members 
Mstep: Class 17 contains 26758 members 
Mstep: Class 18 contains 132125 members 
Mstep: Class 19 contains 2379 members 
Mstep: Class 20 contains 30719 members 
Mstep: Class 21 contains 23009 members 
Mstep: Class 22 contains 4009 members 
Mstep: Class 23 contains 5909 members 
Mstep: Class 24 contains 23878 members 
Mstep: Class 25 contains 6044 members 
Mstep: Class 26 contains 177799 members 
Mstep: Class 27 contains 3603 members 
Mstep: Class 28 contains 34949 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2234 members 
Mstep: Class 31 contains 2474 members 
Mstep: Class 32 contains 4260 members 
Mstep: Class 33 contains 13792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65933960.000000 Penalty: 71703.882812
Iteration 48Q: 34 clusters Score -6.593396e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7025 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 10128 members 
Mstep: Class 5 contains 7303 members 
Mstep: Class 6 contains 5993 members 
Mstep: Class 7 contains 34895 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 570 members 
Mstep: Class 11 contains 5794 members 
Mstep: Class 12 contains 20539 members 
Mstep: Class 13 contains 9800 members 
Mstep: Class 14 contains 1891 members 
Mstep: Class 15 contains 27687 members 
Mstep: Class 16 contains 11200 members 
Mstep: Class 17 contains 26562 members 
Mstep: Class 18 contains 132095 members 
Mstep: Class 19 contains 2381 members 
Mstep: Class 20 contains 30837 members 
Mstep: Class 21 contains 22773 members 
Mstep: Class 22 contains 3991 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 23922 members 
Mstep: Class 25 contains 6037 members 
Mstep: Class 26 contains 177566 members 
Mstep: Class 27 contains 3613 members 
Mstep: Class 28 contains 35141 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2234 members 
Mstep: Class 31 contains 2486 members 
Mstep: Class 32 contains 4255 members 
Mstep: Class 33 contains 13876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65934236.000000 Penalty: 71703.882812
Iteration 49Q: 34 clusters Score -6.593424e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7051 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 10131 members 
Mstep: Class 5 contains 7401 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 35077 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 614 members 
Mstep: Class 10 contains 568 members 
Mstep: Class 11 contains 5788 members 
Mstep: Class 12 contains 20716 members 
Mstep: Class 13 contains 9798 members 
Mstep: Class 14 contains 1900 members 
Mstep: Class 15 contains 27628 members 
Mstep: Class 16 contains 11131 members 
Mstep: Class 17 contains 26351 members 
Mstep: Class 18 contains 132067 members 
Mstep: Class 19 contains 2379 members 
Mstep: Class 20 contains 30945 members 
Mstep: Class 21 contains 22523 members 
Mstep: Class 22 contains 3969 members 
Mstep: Class 23 contains 5949 members 
Mstep: Class 24 contains 23944 members 
Mstep: Class 25 contains 6032 members 
Mstep: Class 26 contains 177360 members 
Mstep: Class 27 contains 3616 members 
Mstep: Class 28 contains 35330 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2235 members 
Mstep: Class 31 contains 2495 members 
Mstep: Class 32 contains 4251 members 
Mstep: Class 33 contains 13954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65934616.000000 Penalty: 71703.882812
Iteration 50Q: 34 clusters Score -6.593462e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 7080 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 10125 members 
Mstep: Class 5 contains 7523 members 
Mstep: Class 6 contains 5882 members 
Mstep: Class 7 contains 35245 members 
Mstep: Class 8 contains 293 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 568 members 
Mstep: Class 11 contains 5773 members 
Mstep: Class 12 contains 20878 members 
Mstep: Class 13 contains 9801 members 
Mstep: Class 14 contains 1909 members 
Mstep: Class 15 contains 27557 members 
Mstep: Class 16 contains 11052 members 
Mstep: Class 17 contains 26153 members 
Mstep: Class 18 contains 132058 members 
Mstep: Class 19 contains 2381 members 
Mstep: Class 20 contains 31042 members 
Mstep: Class 21 contains 22273 members 
Mstep: Class 22 contains 3960 members 
Mstep: Class 23 contains 5968 members 
Mstep: Class 24 contains 23979 members 
Mstep: Class 25 contains 6032 members 
Mstep: Class 26 contains 177145 members 
Mstep: Class 27 contains 3613 members 
Mstep: Class 28 contains 35515 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2234 members 
Mstep: Class 31 contains 2504 members 
Mstep: Class 32 contains 4249 members 
Mstep: Class 33 contains 14024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65935104.000000 Penalty: 71703.882812
Iteration 51Q: 34 clusters Score -6.59351e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 7090 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 10132 members 
Mstep: Class 5 contains 7657 members 
Mstep: Class 6 contains 5824 members 
Mstep: Class 7 contains 35399 members 
Mstep: Class 8 contains 286 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 5763 members 
Mstep: Class 12 contains 21058 members 
Mstep: Class 13 contains 9809 members 
Mstep: Class 14 contains 1921 members 
Mstep: Class 15 contains 27474 members 
Mstep: Class 16 contains 10962 members 
Mstep: Class 17 contains 25967 members 
Mstep: Class 18 contains 132037 members 
Mstep: Class 19 contains 2385 members 
Mstep: Class 20 contains 31125 members 
Mstep: Class 21 contains 22035 members 
Mstep: Class 22 contains 3949 members 
Mstep: Class 23 contains 5974 members 
Mstep: Class 24 contains 24011 members 
Mstep: Class 25 contains 6037 members 
Mstep: Class 26 contains 176962 members 
Mstep: Class 27 contains 3617 members 
Mstep: Class 28 contains 35715 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2231 members 
Mstep: Class 31 contains 2511 members 
Mstep: Class 32 contains 4247 members 
Mstep: Class 33 contains 14068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65935540.000000 Penalty: 71703.882812
Iteration 52Q: 34 clusters Score -6.593554e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 7099 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 10146 members 
Mstep: Class 5 contains 7784 members 
Mstep: Class 6 contains 5768 members 
Mstep: Class 7 contains 35578 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 5760 members 
Mstep: Class 12 contains 21222 members 
Mstep: Class 13 contains 9815 members 
Mstep: Class 14 contains 1932 members 
Mstep: Class 15 contains 27418 members 
Mstep: Class 16 contains 10862 members 
Mstep: Class 17 contains 25767 members 
Mstep: Class 18 contains 132030 members 
Mstep: Class 19 contains 2386 members 
Mstep: Class 20 contains 31177 members 
Mstep: Class 21 contains 21785 members 
Mstep: Class 22 contains 3944 members 
Mstep: Class 23 contains 5984 members 
Mstep: Class 24 contains 24050 members 
Mstep: Class 25 contains 6034 members 
Mstep: Class 26 contains 176810 members 
Mstep: Class 27 contains 3620 members 
Mstep: Class 28 contains 35891 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2230 members 
Mstep: Class 31 contains 2522 members 
Mstep: Class 32 contains 4246 members 
Mstep: Class 33 contains 14100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65935864.000000 Penalty: 71703.882812
Iteration 53Q: 34 clusters Score -6.593586e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 7095 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 10158 members 
Mstep: Class 5 contains 7932 members 
Mstep: Class 6 contains 5724 members 
Mstep: Class 7 contains 35737 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 5757 members 
Mstep: Class 12 contains 21378 members 
Mstep: Class 13 contains 9826 members 
Mstep: Class 14 contains 1938 members 
Mstep: Class 15 contains 27349 members 
Mstep: Class 16 contains 10743 members 
Mstep: Class 17 contains 25569 members 
Mstep: Class 18 contains 132032 members 
Mstep: Class 19 contains 2388 members 
Mstep: Class 20 contains 31216 members 
Mstep: Class 21 contains 21574 members 
Mstep: Class 22 contains 3932 members 
Mstep: Class 23 contains 6009 members 
Mstep: Class 24 contains 24076 members 
Mstep: Class 25 contains 6033 members 
Mstep: Class 26 contains 176684 members 
Mstep: Class 27 contains 3621 members 
Mstep: Class 28 contains 36050 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2230 members 
Mstep: Class 31 contains 2535 members 
Mstep: Class 32 contains 4243 members 
Mstep: Class 33 contains 14129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65936172.000000 Penalty: 71703.882812
Iteration 54Q: 34 clusters Score -6.593617e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 7107 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 10176 members 
Mstep: Class 5 contains 8070 members 
Mstep: Class 6 contains 5673 members 
Mstep: Class 7 contains 35897 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 565 members 
Mstep: Class 11 contains 5753 members 
Mstep: Class 12 contains 21517 members 
Mstep: Class 13 contains 9833 members 
Mstep: Class 14 contains 1940 members 
Mstep: Class 15 contains 27310 members 
Mstep: Class 16 contains 10624 members 
Mstep: Class 17 contains 25385 members 
Mstep: Class 18 contains 132044 members 
Mstep: Class 19 contains 2389 members 
Mstep: Class 20 contains 31244 members 
Mstep: Class 21 contains 21365 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 6032 members 
Mstep: Class 24 contains 24104 members 
Mstep: Class 25 contains 6031 members 
Mstep: Class 26 contains 176567 members 
Mstep: Class 27 contains 3617 members 
Mstep: Class 28 contains 36186 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2229 members 
Mstep: Class 31 contains 2549 members 
Mstep: Class 32 contains 4239 members 
Mstep: Class 33 contains 14154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65936588.000000 Penalty: 71703.882812
Iteration 55Q: 34 clusters Score -6.593659e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7119 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 10194 members 
Mstep: Class 5 contains 8230 members 
Mstep: Class 6 contains 5637 members 
Mstep: Class 7 contains 36028 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 565 members 
Mstep: Class 11 contains 5751 members 
Mstep: Class 12 contains 21685 members 
Mstep: Class 13 contains 9838 members 
Mstep: Class 14 contains 1943 members 
Mstep: Class 15 contains 27217 members 
Mstep: Class 16 contains 10501 members 
Mstep: Class 17 contains 25212 members 
Mstep: Class 18 contains 132062 members 
Mstep: Class 19 contains 2394 members 
Mstep: Class 20 contains 31260 members 
Mstep: Class 21 contains 21174 members 
Mstep: Class 22 contains 3920 members 
Mstep: Class 23 contains 6046 members 
Mstep: Class 24 contains 24131 members 
Mstep: Class 25 contains 6032 members 
Mstep: Class 26 contains 176446 members 
Mstep: Class 27 contains 3613 members 
Mstep: Class 28 contains 36330 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2229 members 
Mstep: Class 31 contains 2561 members 
Mstep: Class 32 contains 4236 members 
Mstep: Class 33 contains 14166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65936624.000000 Penalty: 71703.882812
Iteration 56Q: 34 clusters Score -6.593662e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 7123 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 10214 members 
Mstep: Class 5 contains 8395 members 
Mstep: Class 6 contains 5600 members 
Mstep: Class 7 contains 36156 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 564 members 
Mstep: Class 11 contains 5747 members 
Mstep: Class 12 contains 21849 members 
Mstep: Class 13 contains 9842 members 
Mstep: Class 14 contains 1945 members 
Mstep: Class 15 contains 27115 members 
Mstep: Class 16 contains 10385 members 
Mstep: Class 17 contains 25062 members 
Mstep: Class 18 contains 132080 members 
Mstep: Class 19 contains 2396 members 
Mstep: Class 20 contains 31274 members 
Mstep: Class 21 contains 20994 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 6059 members 
Mstep: Class 24 contains 24157 members 
Mstep: Class 25 contains 6031 members 
Mstep: Class 26 contains 176335 members 
Mstep: Class 27 contains 3611 members 
Mstep: Class 28 contains 36462 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2230 members 
Mstep: Class 31 contains 2576 members 
Mstep: Class 32 contains 4234 members 
Mstep: Class 33 contains 14164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65936896.000000 Penalty: 71703.882812
Iteration 57Q: 34 clusters Score -6.59369e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7122 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 10227 members 
Mstep: Class 5 contains 8550 members 
Mstep: Class 6 contains 5568 members 
Mstep: Class 7 contains 36282 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 5744 members 
Mstep: Class 12 contains 21992 members 
Mstep: Class 13 contains 9851 members 
Mstep: Class 14 contains 1952 members 
Mstep: Class 15 contains 27020 members 
Mstep: Class 16 contains 10280 members 
Mstep: Class 17 contains 24937 members 
Mstep: Class 18 contains 132094 members 
Mstep: Class 19 contains 2397 members 
Mstep: Class 20 contains 31288 members 
Mstep: Class 21 contains 20819 members 
Mstep: Class 22 contains 3908 members 
Mstep: Class 23 contains 6072 members 
Mstep: Class 24 contains 24172 members 
Mstep: Class 25 contains 6031 members 
Mstep: Class 26 contains 176227 members 
Mstep: Class 27 contains 3616 members 
Mstep: Class 28 contains 36567 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2230 members 
Mstep: Class 31 contains 2588 members 
Mstep: Class 32 contains 4234 members 
Mstep: Class 33 contains 14184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65937120.000000 Penalty: 71703.882812
Iteration 58Q: 34 clusters Score -6.593712e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 10232 members 
Mstep: Class 5 contains 8685 members 
Mstep: Class 6 contains 5546 members 
Mstep: Class 7 contains 36404 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 562 members 
Mstep: Class 11 contains 5742 members 
Mstep: Class 12 contains 22140 members 
Mstep: Class 13 contains 9871 members 
Mstep: Class 14 contains 1959 members 
Mstep: Class 15 contains 26909 members 
Mstep: Class 16 contains 10181 members 
Mstep: Class 17 contains 24834 members 
Mstep: Class 18 contains 132104 members 
Mstep: Class 19 contains 2401 members 
Mstep: Class 20 contains 31292 members 
Mstep: Class 21 contains 20637 members 
Mstep: Class 22 contains 3902 members 
Mstep: Class 23 contains 6079 members 
Mstep: Class 24 contains 24191 members 
Mstep: Class 25 contains 6031 members 
Mstep: Class 26 contains 176121 members 
Mstep: Class 27 contains 3613 members 
Mstep: Class 28 contains 36688 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2231 members 
Mstep: Class 31 contains 2606 members 
Mstep: Class 32 contains 4233 members 
Mstep: Class 33 contains 14196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65937200.000000 Penalty: 71703.882812
Iteration 59Q: 34 clusters Score -6.59372e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 10234 members 
Mstep: Class 5 contains 8812 members 
Mstep: Class 6 contains 5518 members 
Mstep: Class 7 contains 36504 members 
Mstep: Class 8 contains 284 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 562 members 
Mstep: Class 11 contains 5743 members 
Mstep: Class 12 contains 22260 members 
Mstep: Class 13 contains 9888 members 
Mstep: Class 14 contains 1965 members 
Mstep: Class 15 contains 26790 members 
Mstep: Class 16 contains 10091 members 
Mstep: Class 17 contains 24754 members 
Mstep: Class 18 contains 132127 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 31294 members 
Mstep: Class 21 contains 20479 members 
Mstep: Class 22 contains 3892 members 
Mstep: Class 23 contains 6080 members 
Mstep: Class 24 contains 24217 members 
Mstep: Class 25 contains 6037 members 
Mstep: Class 26 contains 176030 members 
Mstep: Class 27 contains 3615 members 
Mstep: Class 28 contains 36809 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2231 members 
Mstep: Class 31 contains 2617 members 
Mstep: Class 32 contains 4233 members 
Mstep: Class 33 contains 14203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2081.781250 but Gain 2172.843750
Score: -65938840.000000 Penalty: 69531.039062
Iteration 60F: 33 clusters Score -6.593884e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7131 members 
Mstep: Class 4 contains 10236 members 
Mstep: Class 5 contains 8966 members 
Mstep: Class 6 contains 5487 members 
Mstep: Class 7 contains 36619 members 
Mstep: Class 8 contains 314 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 562 members 
Mstep: Class 11 contains 5745 members 
Mstep: Class 12 contains 22372 members 
Mstep: Class 13 contains 9904 members 
Mstep: Class 14 contains 1973 members 
Mstep: Class 15 contains 26672 members 
Mstep: Class 16 contains 9988 members 
Mstep: Class 17 contains 24672 members 
Mstep: Class 18 contains 132132 members 
Mstep: Class 19 contains 2409 members 
Mstep: Class 20 contains 31305 members 
Mstep: Class 21 contains 20327 members 
Mstep: Class 22 contains 3884 members 
Mstep: Class 23 contains 6093 members 
Mstep: Class 24 contains 24618 members 
Mstep: Class 25 contains 6028 members 
Mstep: Class 26 contains 175934 members 
Mstep: Class 27 contains 3620 members 
Mstep: Class 28 contains 36943 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2231 members 
Mstep: Class 31 contains 2631 members 
Mstep: Class 32 contains 4226 members 
Mstep: Class 33 contains 14215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65940784.000000 Penalty: 69531.039062
Iteration 61Q: 33 clusters Score -6.594078e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7130 members 
Mstep: Class 4 contains 10244 members 
Mstep: Class 5 contains 9146 members 
Mstep: Class 6 contains 5457 members 
Mstep: Class 7 contains 36739 members 
Mstep: Class 8 contains 307 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 562 members 
Mstep: Class 11 contains 5741 members 
Mstep: Class 12 contains 22482 members 
Mstep: Class 13 contains 9930 members 
Mstep: Class 14 contains 1983 members 
Mstep: Class 15 contains 26580 members 
Mstep: Class 16 contains 9884 members 
Mstep: Class 17 contains 24617 members 
Mstep: Class 18 contains 132151 members 
Mstep: Class 19 contains 2407 members 
Mstep: Class 20 contains 31317 members 
Mstep: Class 21 contains 20196 members 
Mstep: Class 22 contains 3874 members 
Mstep: Class 23 contains 6104 members 
Mstep: Class 24 contains 24533 members 
Mstep: Class 25 contains 6028 members 
Mstep: Class 26 contains 175837 members 
Mstep: Class 27 contains 3622 members 
Mstep: Class 28 contains 37011 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2231 members 
Mstep: Class 31 contains 2649 members 
Mstep: Class 32 contains 4220 members 
Mstep: Class 33 contains 14220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65941076.000000 Penalty: 69531.039062
Iteration 62Q: 33 clusters Score -6.594108e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 4 contains 10255 members 
Mstep: Class 5 contains 9332 members 
Mstep: Class 6 contains 5439 members 
Mstep: Class 7 contains 36848 members 
Mstep: Class 8 contains 304 members 
Mstep: Class 9 contains 888 members 
Mstep: Class 10 contains 562 members 
Mstep: Class 11 contains 5738 members 
Mstep: Class 12 contains 22598 members 
Mstep: Class 13 contains 9959 members 
Mstep: Class 14 contains 1987 members 
Mstep: Class 15 contains 26483 members 
Mstep: Class 16 contains 9769 members 
Mstep: Class 17 contains 24572 members 
Mstep: Class 18 contains 132152 members 
Mstep: Class 19 contains 2407 members 
Mstep: Class 20 contains 31330 members 
Mstep: Class 21 contains 20038 members 
Mstep: Class 22 contains 3864 members 
Mstep: Class 23 contains 6110 members 
Mstep: Class 24 contains 24495 members 
Mstep: Class 25 contains 6025 members 
Mstep: Class 26 contains 175732 members 
Mstep: Class 27 contains 3623 members 
Mstep: Class 28 contains 37084 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2231 members 
Mstep: Class 31 contains 2661 members 
Mstep: Class 32 contains 4216 members 
Mstep: Class 33 contains 14232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65940992.000000 Penalty: 69531.039062
Iteration 63Q: 33 clusters Score -6.594099e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 4 contains 10261 members 
Mstep: Class 5 contains 9517 members 
Mstep: Class 6 contains 5419 members 
Mstep: Class 7 contains 36953 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 899 members 
Mstep: Class 10 contains 562 members 
Mstep: Class 11 contains 5736 members 
Mstep: Class 12 contains 22701 members 
Mstep: Class 13 contains 9981 members 
Mstep: Class 14 contains 1992 members 
Mstep: Class 15 contains 26368 members 
Mstep: Class 16 contains 9639 members 
Mstep: Class 17 contains 24533 members 
Mstep: Class 18 contains 132180 members 
Mstep: Class 19 contains 2407 members 
Mstep: Class 20 contains 31339 members 
Mstep: Class 21 contains 19884 members 
Mstep: Class 22 contains 3853 members 
Mstep: Class 23 contains 6124 members 
Mstep: Class 24 contains 24480 members 
Mstep: Class 25 contains 6024 members 
Mstep: Class 26 contains 175650 members 
Mstep: Class 27 contains 3619 members 
Mstep: Class 28 contains 37136 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2231 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 4216 members 
Mstep: Class 33 contains 14242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65941176.000000 Penalty: 69531.039062
Iteration 64Q: 33 clusters Score -6.594118e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 4 contains 10266 members 
Mstep: Class 5 contains 9680 members 
Mstep: Class 6 contains 5395 members 
Mstep: Class 7 contains 37065 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 5732 members 
Mstep: Class 12 contains 22819 members 
Mstep: Class 13 contains 9993 members 
Mstep: Class 14 contains 1998 members 
Mstep: Class 15 contains 26246 members 
Mstep: Class 16 contains 9539 members 
Mstep: Class 17 contains 24490 members 
Mstep: Class 18 contains 132205 members 
Mstep: Class 19 contains 2408 members 
Mstep: Class 20 contains 31337 members 
Mstep: Class 21 contains 19746 members 
Mstep: Class 22 contains 3846 members 
Mstep: Class 23 contains 6134 members 
Mstep: Class 24 contains 24469 members 
Mstep: Class 25 contains 6026 members 
Mstep: Class 26 contains 175585 members 
Mstep: Class 27 contains 3618 members 
Mstep: Class 28 contains 37172 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2229 members 
Mstep: Class 31 contains 2677 members 
Mstep: Class 32 contains 4215 members 
Mstep: Class 33 contains 14244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65941196.000000 Penalty: 69531.039062
Iteration 65Q: 33 clusters Score -6.59412e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7160 members 
Mstep: Class 4 contains 10273 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 5377 members 
Mstep: Class 7 contains 37175 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 5728 members 
Mstep: Class 12 contains 22915 members 
Mstep: Class 13 contains 10016 members 
Mstep: Class 14 contains 2003 members 
Mstep: Class 15 contains 26138 members 
Mstep: Class 16 contains 9437 members 
Mstep: Class 17 contains 24448 members 
Mstep: Class 18 contains 132240 members 
Mstep: Class 19 contains 2408 members 
Mstep: Class 20 contains 31335 members 
Mstep: Class 21 contains 19607 members 
Mstep: Class 22 contains 3842 members 
Mstep: Class 23 contains 6138 members 
Mstep: Class 24 contains 24456 members 
Mstep: Class 25 contains 6027 members 
Mstep: Class 26 contains 175508 members 
Mstep: Class 27 contains 3620 members 
Mstep: Class 28 contains 37226 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2229 members 
Mstep: Class 31 contains 2683 members 
Mstep: Class 32 contains 4213 members 
Mstep: Class 33 contains 14245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65941456.000000 Penalty: 69531.039062
Iteration 66Q: 33 clusters Score -6.594146e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7160 members 
Mstep: Class 4 contains 10282 members 
Mstep: Class 5 contains 10005 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 37272 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 918 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 5726 members 
Mstep: Class 12 contains 23030 members 
Mstep: Class 13 contains 10035 members 
Mstep: Class 14 contains 2011 members 
Mstep: Class 15 contains 26010 members 
Mstep: Class 16 contains 9330 members 
Mstep: Class 17 contains 24418 members 
Mstep: Class 18 contains 132259 members 
Mstep: Class 19 contains 2409 members 
Mstep: Class 20 contains 31337 members 
Mstep: Class 21 contains 19457 members 
Mstep: Class 22 contains 3835 members 
Mstep: Class 23 contains 6146 members 
Mstep: Class 24 contains 24444 members 
Mstep: Class 25 contains 6030 members 
Mstep: Class 26 contains 175448 members 
Mstep: Class 27 contains 3616 members 
Mstep: Class 28 contains 37295 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2228 members 
Mstep: Class 31 contains 2685 members 
Mstep: Class 32 contains 4213 members 
Mstep: Class 33 contains 14240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65941524.000000 Penalty: 69531.039062
Iteration 67Q: 33 clusters Score -6.594152e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7162 members 
Mstep: Class 4 contains 10290 members 
Mstep: Class 5 contains 10164 members 
Mstep: Class 6 contains 5356 members 
Mstep: Class 7 contains 37362 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 919 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 5722 members 
Mstep: Class 12 contains 23126 members 
Mstep: Class 13 contains 10052 members 
Mstep: Class 14 contains 2017 members 
Mstep: Class 15 contains 25902 members 
Mstep: Class 16 contains 9228 members 
Mstep: Class 17 contains 24385 members 
Mstep: Class 18 contains 132281 members 
Mstep: Class 19 contains 2409 members 
Mstep: Class 20 contains 31331 members 
Mstep: Class 21 contains 19333 members 
Mstep: Class 22 contains 3829 members 
Mstep: Class 23 contains 6150 members 
Mstep: Class 24 contains 24436 members 
Mstep: Class 25 contains 6035 members 
Mstep: Class 26 contains 175375 members 
Mstep: Class 27 contains 3614 members 
Mstep: Class 28 contains 37355 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2228 members 
Mstep: Class 31 contains 2689 members 
Mstep: Class 32 contains 4213 members 
Mstep: Class 33 contains 14242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65941632.000000 Penalty: 69531.039062
Iteration 68Q: 33 clusters Score -6.594163e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7162 members 
Mstep: Class 4 contains 10293 members 
Mstep: Class 5 contains 10343 members 
Mstep: Class 6 contains 5343 members 
Mstep: Class 7 contains 37449 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 919 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 5719 members 
Mstep: Class 12 contains 23221 members 
Mstep: Class 13 contains 10063 members 
Mstep: Class 14 contains 2025 members 
Mstep: Class 15 contains 25777 members 
Mstep: Class 16 contains 9106 members 
Mstep: Class 17 contains 24347 members 
Mstep: Class 18 contains 132308 members 
Mstep: Class 19 contains 2410 members 
Mstep: Class 20 contains 31331 members 
Mstep: Class 21 contains 19217 members 
Mstep: Class 22 contains 3822 members 
Mstep: Class 23 contains 6150 members 
Mstep: Class 24 contains 24425 members 
Mstep: Class 25 contains 6038 members 
Mstep: Class 26 contains 175323 members 
Mstep: Class 27 contains 3614 members 
Mstep: Class 28 contains 37422 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2227 members 
Mstep: Class 31 contains 2692 members 
Mstep: Class 32 contains 4212 members 
Mstep: Class 33 contains 14247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65941568.000000 Penalty: 69531.039062
Iteration 69Q: 33 clusters Score -6.594157e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7155 members 
Mstep: Class 4 contains 10305 members 
Mstep: Class 5 contains 10501 members 
Mstep: Class 6 contains 5322 members 
Mstep: Class 7 contains 37535 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 919 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 5716 members 
Mstep: Class 12 contains 23326 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 2030 members 
Mstep: Class 15 contains 25651 members 
Mstep: Class 16 contains 8998 members 
Mstep: Class 17 contains 24306 members 
Mstep: Class 18 contains 132329 members 
Mstep: Class 19 contains 2410 members 
Mstep: Class 20 contains 31334 members 
Mstep: Class 21 contains 19101 members 
Mstep: Class 22 contains 3813 members 
Mstep: Class 23 contains 6155 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6042 members 
Mstep: Class 26 contains 175276 members 
Mstep: Class 27 contains 3609 members 
Mstep: Class 28 contains 37480 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2228 members 
Mstep: Class 31 contains 2698 members 
Mstep: Class 32 contains 4211 members 
Mstep: Class 33 contains 14254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65941616.000000 Penalty: 69531.039062
Iteration 70Q: 33 clusters Score -6.594162e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 4 contains 10308 members 
Mstep: Class 5 contains 10670 members 
Mstep: Class 6 contains 5302 members 
Mstep: Class 7 contains 37605 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 918 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 23440 members 
Mstep: Class 13 contains 10083 members 
Mstep: Class 14 contains 2038 members 
Mstep: Class 15 contains 25515 members 
Mstep: Class 16 contains 8891 members 
Mstep: Class 17 contains 24275 members 
Mstep: Class 18 contains 132359 members 
Mstep: Class 19 contains 2411 members 
Mstep: Class 20 contains 31334 members 
Mstep: Class 21 contains 19000 members 
Mstep: Class 22 contains 3804 members 
Mstep: Class 23 contains 6158 members 
Mstep: Class 24 contains 24432 members 
Mstep: Class 25 contains 6044 members 
Mstep: Class 26 contains 175214 members 
Mstep: Class 27 contains 3606 members 
Mstep: Class 28 contains 37533 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2225 members 
Mstep: Class 31 contains 2705 members 
Mstep: Class 32 contains 4211 members 
Mstep: Class 33 contains 14264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65941848.000000 Penalty: 69531.039062
Iteration 71Q: 33 clusters Score -6.594185e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 4 contains 10308 members 
Mstep: Class 5 contains 10833 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 37687 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 918 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 5707 members 
Mstep: Class 12 contains 23555 members 
Mstep: Class 13 contains 10090 members 
Mstep: Class 14 contains 2046 members 
Mstep: Class 15 contains 25400 members 
Mstep: Class 16 contains 8765 members 
Mstep: Class 17 contains 24252 members 
Mstep: Class 18 contains 132388 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 31329 members 
Mstep: Class 21 contains 18883 members 
Mstep: Class 22 contains 3797 members 
Mstep: Class 23 contains 6159 members 
Mstep: Class 24 contains 24432 members 
Mstep: Class 25 contains 6044 members 
Mstep: Class 26 contains 175170 members 
Mstep: Class 27 contains 3604 members 
Mstep: Class 28 contains 37585 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2225 members 
Mstep: Class 31 contains 2711 members 
Mstep: Class 32 contains 4212 members 
Mstep: Class 33 contains 14272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65942080.000000 Penalty: 69531.039062
Iteration 72Q: 33 clusters Score -6.594208e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 4 contains 10313 members 
Mstep: Class 5 contains 11004 members 
Mstep: Class 6 contains 5242 members 
Mstep: Class 7 contains 37766 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 918 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 5704 members 
Mstep: Class 12 contains 23648 members 
Mstep: Class 13 contains 10103 members 
Mstep: Class 14 contains 2049 members 
Mstep: Class 15 contains 25286 members 
Mstep: Class 16 contains 8640 members 
Mstep: Class 17 contains 24228 members 
Mstep: Class 18 contains 132409 members 
Mstep: Class 19 contains 2415 members 
Mstep: Class 20 contains 31327 members 
Mstep: Class 21 contains 18768 members 
Mstep: Class 22 contains 3790 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 24437 members 
Mstep: Class 25 contains 6044 members 
Mstep: Class 26 contains 175121 members 
Mstep: Class 27 contains 3603 members 
Mstep: Class 28 contains 37643 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2225 members 
Mstep: Class 31 contains 2718 members 
Mstep: Class 32 contains 4211 members 
Mstep: Class 33 contains 14283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65942280.000000 Penalty: 69531.039062
Iteration 73Q: 33 clusters Score -6.594228e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7147 members 
Mstep: Class 4 contains 10319 members 
Mstep: Class 5 contains 11176 members 
Mstep: Class 6 contains 5208 members 
Mstep: Class 7 contains 37854 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 918 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 5702 members 
Mstep: Class 12 contains 23738 members 
Mstep: Class 13 contains 10114 members 
Mstep: Class 14 contains 2055 members 
Mstep: Class 15 contains 25172 members 
Mstep: Class 16 contains 8508 members 
Mstep: Class 17 contains 24201 members 
Mstep: Class 18 contains 132439 members 
Mstep: Class 19 contains 2418 members 
Mstep: Class 20 contains 31325 members 
Mstep: Class 21 contains 18645 members 
Mstep: Class 22 contains 3783 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 24450 members 
Mstep: Class 25 contains 6044 members 
Mstep: Class 26 contains 175075 members 
Mstep: Class 27 contains 3603 members 
Mstep: Class 28 contains 37709 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2225 members 
Mstep: Class 31 contains 2725 members 
Mstep: Class 32 contains 4211 members 
Mstep: Class 33 contains 14280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65942328.000000 Penalty: 69531.039062
Iteration 74Q: 33 clusters Score -6.594233e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7155 members 
Mstep: Class 4 contains 10327 members 
Mstep: Class 5 contains 11347 members 
Mstep: Class 6 contains 5181 members 
Mstep: Class 7 contains 37956 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 919 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 5697 members 
Mstep: Class 12 contains 23831 members 
Mstep: Class 13 contains 10125 members 
Mstep: Class 14 contains 2060 members 
Mstep: Class 15 contains 25059 members 
Mstep: Class 16 contains 8377 members 
Mstep: Class 17 contains 24178 members 
Mstep: Class 18 contains 132461 members 
Mstep: Class 19 contains 2420 members 
Mstep: Class 20 contains 31333 members 
Mstep: Class 21 contains 18502 members 
Mstep: Class 22 contains 3776 members 
Mstep: Class 23 contains 6160 members 
Mstep: Class 24 contains 24455 members 
Mstep: Class 25 contains 6046 members 
Mstep: Class 26 contains 175024 members 
Mstep: Class 27 contains 3603 members 
Mstep: Class 28 contains 37766 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2225 members 
Mstep: Class 31 contains 2731 members 
Mstep: Class 32 contains 4211 members 
Mstep: Class 33 contains 14280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65942404.000000 Penalty: 69531.039062
Iteration 75Q: 33 clusters Score -6.59424e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7157 members 
Mstep: Class 4 contains 10333 members 
Mstep: Class 5 contains 11527 members 
Mstep: Class 6 contains 5156 members 
Mstep: Class 7 contains 38043 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 5688 members 
Mstep: Class 12 contains 23912 members 
Mstep: Class 13 contains 10145 members 
Mstep: Class 14 contains 2063 members 
Mstep: Class 15 contains 24940 members 
Mstep: Class 16 contains 8243 members 
Mstep: Class 17 contains 24173 members 
Mstep: Class 18 contains 132483 members 
Mstep: Class 19 contains 2421 members 
Mstep: Class 20 contains 31338 members 
Mstep: Class 21 contains 18359 members 
Mstep: Class 22 contains 3770 members 
Mstep: Class 23 contains 6159 members 
Mstep: Class 24 contains 24459 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 174994 members 
Mstep: Class 27 contains 3605 members 
Mstep: Class 28 contains 37827 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2225 members 
Mstep: Class 31 contains 2733 members 
Mstep: Class 32 contains 4212 members 
Mstep: Class 33 contains 14272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65942504.000000 Penalty: 69531.039062
Iteration 76Q: 33 clusters Score -6.59425e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7157 members 
Mstep: Class 4 contains 10343 members 
Mstep: Class 5 contains 11693 members 
Mstep: Class 6 contains 5139 members 
Mstep: Class 7 contains 38134 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 5680 members 
Mstep: Class 12 contains 23992 members 
Mstep: Class 13 contains 10158 members 
Mstep: Class 14 contains 2065 members 
Mstep: Class 15 contains 24829 members 
Mstep: Class 16 contains 8117 members 
Mstep: Class 17 contains 24167 members 
Mstep: Class 18 contains 132514 members 
Mstep: Class 19 contains 2423 members 
Mstep: Class 20 contains 31346 members 
Mstep: Class 21 contains 18213 members 
Mstep: Class 22 contains 3770 members 
Mstep: Class 23 contains 6159 members 
Mstep: Class 24 contains 24467 members 
Mstep: Class 25 contains 6049 members 
Mstep: Class 26 contains 174954 members 
Mstep: Class 27 contains 3604 members 
Mstep: Class 28 contains 37877 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2225 members 
Mstep: Class 31 contains 2735 members 
Mstep: Class 32 contains 4212 members 
Mstep: Class 33 contains 14262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65942760.000000 Penalty: 69531.039062
Iteration 77Q: 33 clusters Score -6.594276e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7159 members 
Mstep: Class 4 contains 10355 members 
Mstep: Class 5 contains 11831 members 
Mstep: Class 6 contains 5125 members 
Mstep: Class 7 contains 38215 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 5677 members 
Mstep: Class 12 contains 24087 members 
Mstep: Class 13 contains 10170 members 
Mstep: Class 14 contains 2068 members 
Mstep: Class 15 contains 24704 members 
Mstep: Class 16 contains 8013 members 
Mstep: Class 17 contains 24157 members 
Mstep: Class 18 contains 132546 members 
Mstep: Class 19 contains 2426 members 
Mstep: Class 20 contains 31354 members 
Mstep: Class 21 contains 18085 members 
Mstep: Class 22 contains 3769 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 24479 members 
Mstep: Class 25 contains 6048 members 
Mstep: Class 26 contains 174907 members 
Mstep: Class 27 contains 3599 members 
Mstep: Class 28 contains 37926 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2225 members 
Mstep: Class 31 contains 2739 members 
Mstep: Class 32 contains 4212 members 
Mstep: Class 33 contains 14242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65942624.000000 Penalty: 69531.039062
Iteration 78Q: 33 clusters Score -6.594262e+07 nChanged 723
Entering ConstructFrom: 
Score: -65942624.000000 Penalty: 69531.039062
Entering ConstructFrom: 
Trying to split cluster 1 (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: -199728.265625 Penalty: 1238.921265
	Iteration 0F: 2 clusters Score -199728.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -197596.750000 Penalty: 2477.842529
	Iteration 0F: 3 clusters Score -197596.8 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -198110.125000 Penalty: 2477.842529
	Iteration 1F: 3 clusters Score -198110.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -198267.781250 Penalty: 2477.842529
	Iteration 2F: 3 clusters Score -198267.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -198379.609375 Penalty: 2477.842529
	Iteration 3F: 3 clusters Score -198379.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -198498.500000 Penalty: 2477.842529
	Iteration 4F: 3 clusters Score -198498.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -198626.859375 Penalty: 2477.842529
	Iteration 5F: 3 clusters Score -198626.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -198784.328125 Penalty: 2477.842529
	Iteration 6F: 3 clusters Score -198784.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -198887.781250 Penalty: 2477.842529
	Iteration 7Q: 3 clusters Score -198887.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -198966.281250 Penalty: 2477.842529
	Iteration 8Q: 3 clusters Score -198966.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -199012.187500 Penalty: 2477.842529
	Iteration 9Q: 3 clusters Score -199012.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -199033.609375 Penalty: 2477.842529
	Iteration 10Q: 3 clusters Score -199033.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -199058.875000 Penalty: 2477.842529
	Iteration 11Q: 3 clusters Score -199058.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -199078.765625 Penalty: 2477.842529
	Iteration 12Q: 3 clusters Score -199078.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -199095.609375 Penalty: 2477.842529
	Iteration 13Q: 3 clusters Score -199095.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -199104.859375 Penalty: 2477.842529
	Iteration 14Q: 3 clusters Score -199104.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -199116.000000 Penalty: 2477.842529
	Iteration 15Q: 3 clusters Score -199116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -199135.187500 Penalty: 2477.842529
	Iteration 16Q: 3 clusters Score -199135.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -199152.078125 Penalty: 2477.842529
	Iteration 17Q: 3 clusters Score -199152.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -199173.937500 Penalty: 2477.842529
	Iteration 18Q: 3 clusters Score -199173.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -199189.968750 Penalty: 2477.842529
	Iteration 19Q: 3 clusters Score -199190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -199197.468750 Penalty: 2477.842529
	Iteration 20F: 3 clusters Score -199197.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -199200.890625 Penalty: 2477.842529
	Iteration 21Q: 3 clusters Score -199200.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -199205.546875 Penalty: 2477.842529
	Iteration 22Q: 3 clusters Score -199205.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -199217.218750 Penalty: 2477.842529
	Iteration 23Q: 3 clusters Score -199217.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -199223.500000 Penalty: 2477.842529
	Iteration 24Q: 3 clusters Score -199223.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -199229.875000 Penalty: 2477.842529
	Iteration 25Q: 3 clusters Score -199229.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -199235.250000 Penalty: 2477.842529
	Iteration 26Q: 3 clusters Score -199235.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -199237.765625 Penalty: 2477.842529
	Iteration 27Q: 3 clusters Score -199237.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -199240.265625 Penalty: 2477.842529
	Iteration 28Q: 3 clusters Score -199240.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -199240.828125 Penalty: 2477.842529
	Iteration 29Q: 3 clusters Score -199240.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -199240.828125 Penalty: 2477.842529
	Iteration 30F: 3 clusters Score -199240.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Entering Unmasked Estep 
Score: -679283.125000 Penalty: 1442.188721
	Iteration 0F: 2 clusters Score -679283.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -674007.625000 Penalty: 2884.377441
	Iteration 0F: 3 clusters Score -674007.6 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -675850.125000 Penalty: 2884.377441
	Iteration 1F: 3 clusters Score -675850.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -676234.187500 Penalty: 2884.377441
	Iteration 2F: 3 clusters Score -676234.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -676560.812500 Penalty: 2884.377441
	Iteration 3F: 3 clusters Score -676560.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -676872.562500 Penalty: 2884.377441
	Iteration 4F: 3 clusters Score -676872.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -677118.312500 Penalty: 2884.377441
	Iteration 5F: 3 clusters Score -677118.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -677313.187500 Penalty: 2884.377441
	Iteration 6Q: 3 clusters Score -677313.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -677461.312500 Penalty: 2884.377441
	Iteration 7Q: 3 clusters Score -677461.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -677603.312500 Penalty: 2884.377441
	Iteration 8Q: 3 clusters Score -677603.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -677738.312500 Penalty: 2884.377441
	Iteration 9Q: 3 clusters Score -677738.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -677859.250000 Penalty: 2884.377441
	Iteration 10Q: 3 clusters Score -677859.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -677959.562500 Penalty: 2884.377441
	Iteration 11Q: 3 clusters Score -677959.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -678040.687500 Penalty: 2884.377441
	Iteration 12Q: 3 clusters Score -678040.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -678110.375000 Penalty: 2884.377441
	Iteration 13Q: 3 clusters Score -678110.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -678167.875000 Penalty: 2884.377441
	Iteration 14Q: 3 clusters Score -678167.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -678218.812500 Penalty: 2884.377441
	Iteration 15Q: 3 clusters Score -678218.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -678255.312500 Penalty: 2884.377441
	Iteration 16Q: 3 clusters Score -678255.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -678286.500000 Penalty: 2884.377441
	Iteration 17Q: 3 clusters Score -678286.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -678308.375000 Penalty: 2884.377441
	Iteration 18Q: 3 clusters Score -678308.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -678324.125000 Penalty: 2884.377441
	Iteration 19Q: 3 clusters Score -678324.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -678337.937500 Penalty: 2884.377441
	Iteration 20F: 3 clusters Score -678337.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -678350.875000 Penalty: 2884.377441
	Iteration 21Q: 3 clusters Score -678350.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -678360.500000 Penalty: 2884.377441
	Iteration 22Q: 3 clusters Score -678360.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -678368.125000 Penalty: 2884.377441
	Iteration 23Q: 3 clusters Score -678368.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -678373.500000 Penalty: 2884.377441
	Iteration 24Q: 3 clusters Score -678373.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -678375.250000 Penalty: 2884.377441
	Iteration 25Q: 3 clusters Score -678375.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -678378.812500 Penalty: 2884.377441
	Iteration 26Q: 3 clusters Score -678378.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -678381.000000 Penalty: 2884.377441
	Iteration 27Q: 3 clusters Score -678381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -678381.812500 Penalty: 2884.377441
	Iteration 28Q: 3 clusters Score -678381.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -678384.437500 Penalty: 2884.377441
	Iteration 29Q: 3 clusters Score -678384.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -678385.375000 Penalty: 2884.377441
	Iteration 30Q: 3 clusters Score -678385.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -678386.500000 Penalty: 2884.377441
	Iteration 31Q: 3 clusters Score -678386.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -678386.812500 Penalty: 2884.377441
	Iteration 32Q: 3 clusters Score -678386.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -678388.625000 Penalty: 2884.377441
	Iteration 33Q: 3 clusters Score -678388.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -678388.937500 Penalty: 2884.377441
	Iteration 34Q: 3 clusters Score -678388.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -678390.187500 Penalty: 2884.377441
	Iteration 35Q: 3 clusters Score -678390.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -678389.687500 Penalty: 2884.377441
	Iteration 36Q: 3 clusters Score -678389.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -678391.812500 Penalty: 2884.377441
	Iteration 37Q: 3 clusters Score -678391.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -678391.812500 Penalty: 2884.377441
	Iteration 38F: 3 clusters Score -678391.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Entering Unmasked Estep 
Score: -1070789.375000 Penalty: 1502.427490
	Iteration 0F: 2 clusters Score -1070789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1063452.875000 Penalty: 3004.854980
	Iteration 0F: 3 clusters Score -1063453 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1065968.125000 Penalty: 3004.854980
	Iteration 1F: 3 clusters Score -1065968 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1066248.250000 Penalty: 3004.854980
	Iteration 2F: 3 clusters Score -1066248 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1066467.250000 Penalty: 3004.854980
	Iteration 3F: 3 clusters Score -1066467 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1066678.125000 Penalty: 3004.854980
	Iteration 4Q: 3 clusters Score -1066678 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1066911.750000 Penalty: 3004.854980
	Iteration 5Q: 3 clusters Score -1066912 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1067167.000000 Penalty: 3004.854980
	Iteration 6Q: 3 clusters Score -1067167 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1067440.750000 Penalty: 3004.854980
	Iteration 7Q: 3 clusters Score -1067441 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1067740.750000 Penalty: 3004.854980
	Iteration 8Q: 3 clusters Score -1067741 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1068044.000000 Penalty: 3004.854980
	Iteration 9Q: 3 clusters Score -1068044 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1068323.000000 Penalty: 3004.854980
	Iteration 10Q: 3 clusters Score -1068323 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1068548.875000 Penalty: 3004.854980
	Iteration 11Q: 3 clusters Score -1068549 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1068729.000000 Penalty: 3004.854980
	Iteration 12Q: 3 clusters Score -1068729 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1068885.000000 Penalty: 3004.854980
	Iteration 13Q: 3 clusters Score -1068885 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1069054.125000 Penalty: 3004.854980
	Iteration 14Q: 3 clusters Score -1069054 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1069175.625000 Penalty: 3004.854980
	Iteration 15Q: 3 clusters Score -1069176 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1069276.125000 Penalty: 3004.854980
	Iteration 16Q: 3 clusters Score -1069276 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1069369.875000 Penalty: 3004.854980
	Iteration 17Q: 3 clusters Score -1069370 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1069455.125000 Penalty: 3004.854980
	Iteration 18Q: 3 clusters Score -1069455 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1069523.750000 Penalty: 3004.854980
	Iteration 19Q: 3 clusters Score -1069524 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1069622.500000 Penalty: 3004.854980
	Iteration 20F: 3 clusters Score -1069622 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1069714.750000 Penalty: 3004.854980
	Iteration 21Q: 3 clusters Score -1069715 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1069774.750000 Penalty: 3004.854980
	Iteration 22Q: 3 clusters Score -1069775 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1069809.125000 Penalty: 3004.854980
	Iteration 23Q: 3 clusters Score -1069809 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1069831.000000 Penalty: 3004.854980
	Iteration 24Q: 3 clusters Score -1069831 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1069843.250000 Penalty: 3004.854980
	Iteration 25Q: 3 clusters Score -1069843 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1069853.750000 Penalty: 3004.854980
	Iteration 26Q: 3 clusters Score -1069854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1069861.000000 Penalty: 3004.854980
	Iteration 27Q: 3 clusters Score -1069861 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1069866.500000 Penalty: 3004.854980
	Iteration 28Q: 3 clusters Score -1069866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1069866.000000 Penalty: 3004.854980
	Iteration 29Q: 3 clusters Score -1069866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1069867.250000 Penalty: 3004.854980
	Iteration 30Q: 3 clusters Score -1069867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1069871.125000 Penalty: 3004.854980
	Iteration 31Q: 3 clusters Score -1069871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1069874.875000 Penalty: 3004.854980
	Iteration 32Q: 3 clusters Score -1069875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1069875.125000 Penalty: 3004.854980
	Iteration 33Q: 3 clusters Score -1069875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1069876.000000 Penalty: 3004.854980
	Iteration 34Q: 3 clusters Score -1069876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1069876.625000 Penalty: 3004.854980
	Iteration 35Q: 3 clusters Score -1069877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1069875.750000 Penalty: 3004.854980
	Iteration 36Q: 3 clusters Score -1069876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1069875.750000 Penalty: 3004.854980
	Iteration 37Q: 3 clusters Score -1069876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1069876.125000 Penalty: 3004.854980
	Iteration 38Q: 3 clusters Score -1069876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1069876.125000 Penalty: 3004.854980
	Iteration 39F: 3 clusters Score -1069876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Entering Unmasked Estep 
Score: -1294089.500000 Penalty: 1526.172119
	Iteration 0F: 2 clusters Score -1294090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1285698.000000 Penalty: 3052.344238
	Iteration 0F: 3 clusters Score -1285698 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1288558.625000 Penalty: 3052.344238
	Iteration 1F: 3 clusters Score -1288559 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1288918.375000 Penalty: 3052.344238
	Iteration 2F: 3 clusters Score -1288918 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1289254.250000 Penalty: 3052.344238
	Iteration 3F: 3 clusters Score -1289254 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1289565.000000 Penalty: 3052.344238
	Iteration 4F: 3 clusters Score -1289565 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1289854.500000 Penalty: 3052.344238
	Iteration 5Q: 3 clusters Score -1289854 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1290142.625000 Penalty: 3052.344238
	Iteration 6Q: 3 clusters Score -1290143 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1290400.875000 Penalty: 3052.344238
	Iteration 7Q: 3 clusters Score -1290401 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1290682.000000 Penalty: 3052.344238
	Iteration 8Q: 3 clusters Score -1290682 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1290974.000000 Penalty: 3052.344238
	Iteration 9Q: 3 clusters Score -1290974 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1291279.750000 Penalty: 3052.344238
	Iteration 10Q: 3 clusters Score -1291280 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1291541.500000 Penalty: 3052.344238
	Iteration 11Q: 3 clusters Score -1291542 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1291767.375000 Penalty: 3052.344238
	Iteration 12Q: 3 clusters Score -1291767 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1291925.500000 Penalty: 3052.344238
	Iteration 13Q: 3 clusters Score -1291926 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1292054.125000 Penalty: 3052.344238
	Iteration 14Q: 3 clusters Score -1292054 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1292164.125000 Penalty: 3052.344238
	Iteration 15Q: 3 clusters Score -1292164 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1292230.750000 Penalty: 3052.344238
	Iteration 16Q: 3 clusters Score -1292231 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1292303.875000 Penalty: 3052.344238
	Iteration 17Q: 3 clusters Score -1292304 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1292367.250000 Penalty: 3052.344238
	Iteration 18Q: 3 clusters Score -1292367 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1292426.500000 Penalty: 3052.344238
	Iteration 19Q: 3 clusters Score -1292426 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1292467.250000 Penalty: 3052.344238
	Iteration 20F: 3 clusters Score -1292467 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1292516.375000 Penalty: 3052.344238
	Iteration 21Q: 3 clusters Score -1292516 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1292554.500000 Penalty: 3052.344238
	Iteration 22Q: 3 clusters Score -1292554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1292588.375000 Penalty: 3052.344238
	Iteration 23Q: 3 clusters Score -1292588 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1292614.500000 Penalty: 3052.344238
	Iteration 24Q: 3 clusters Score -1292614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1292630.000000 Penalty: 3052.344238
	Iteration 25Q: 3 clusters Score -1292630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1292645.500000 Penalty: 3052.344238
	Iteration 26Q: 3 clusters Score -1292646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1292653.000000 Penalty: 3052.344238
	Iteration 27Q: 3 clusters Score -1292653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1292664.750000 Penalty: 3052.344238
	Iteration 28Q: 3 clusters Score -1292665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1292669.750000 Penalty: 3052.344238
	Iteration 29Q: 3 clusters Score -1292670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1292684.875000 Penalty: 3052.344238
	Iteration 30Q: 3 clusters Score -1292685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1292691.875000 Penalty: 3052.344238
	Iteration 31Q: 3 clusters Score -1292692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1292700.625000 Penalty: 3052.344238
	Iteration 32Q: 3 clusters Score -1292701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1292706.250000 Penalty: 3052.344238
	Iteration 33Q: 3 clusters Score -1292706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1292712.125000 Penalty: 3052.344238
	Iteration 34Q: 3 clusters Score -1292712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1292727.750000 Penalty: 3052.344238
	Iteration 35Q: 3 clusters Score -1292728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1292735.875000 Penalty: 3052.344238
	Iteration 36Q: 3 clusters Score -1292736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1292745.875000 Penalty: 3052.344238
	Iteration 37Q: 3 clusters Score -1292746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1292757.125000 Penalty: 3052.344238
	Iteration 38Q: 3 clusters Score -1292757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1292761.250000 Penalty: 3052.344238
	Iteration 39Q: 3 clusters Score -1292761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1292766.750000 Penalty: 3052.344238
	Iteration 40F: 3 clusters Score -1292767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1292773.625000 Penalty: 3052.344238
	Iteration 41Q: 3 clusters Score -1292774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1292780.625000 Penalty: 3052.344238
	Iteration 42Q: 3 clusters Score -1292781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1292786.625000 Penalty: 3052.344238
	Iteration 43Q: 3 clusters Score -1292787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1292793.500000 Penalty: 3052.344238
	Iteration 44Q: 3 clusters Score -1292794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1292801.000000 Penalty: 3052.344238
	Iteration 45Q: 3 clusters Score -1292801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1292804.375000 Penalty: 3052.344238
	Iteration 46Q: 3 clusters Score -1292804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1292805.500000 Penalty: 3052.344238
	Iteration 47Q: 3 clusters Score -1292806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1292806.625000 Penalty: 3052.344238
	Iteration 48Q: 3 clusters Score -1292807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1292811.875000 Penalty: 3052.344238
	Iteration 49Q: 3 clusters Score -1292812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1292816.375000 Penalty: 3052.344238
	Iteration 50Q: 3 clusters Score -1292816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1292817.750000 Penalty: 3052.344238
	Iteration 51Q: 3 clusters Score -1292818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1292818.875000 Penalty: 3052.344238
	Iteration 52Q: 3 clusters Score -1292819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1292818.500000 Penalty: 3052.344238
	Iteration 53Q: 3 clusters Score -1292818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1292818.500000 Penalty: 3052.344238
	Iteration 54F: 3 clusters Score -1292818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Entering Unmasked Estep 
Score: -535424.000000 Penalty: 1387.802490
	Iteration 0F: 2 clusters Score -535424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -531442.437500 Penalty: 2775.604980
	Iteration 0F: 3 clusters Score -531442.4 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -532529.500000 Penalty: 2775.604980
	Iteration 1F: 3 clusters Score -532529.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -532710.375000 Penalty: 2775.604980
	Iteration 2F: 3 clusters Score -532710.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -532845.750000 Penalty: 2775.604980
	Iteration 3Q: 3 clusters Score -532845.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -532970.812500 Penalty: 2775.604980
	Iteration 4Q: 3 clusters Score -532970.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -533088.437500 Penalty: 2775.604980
	Iteration 5Q: 3 clusters Score -533088.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -533204.625000 Penalty: 2775.604980
	Iteration 6Q: 3 clusters Score -533204.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -533303.750000 Penalty: 2775.604980
	Iteration 7Q: 3 clusters Score -533303.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -533403.312500 Penalty: 2775.604980
	Iteration 8Q: 3 clusters Score -533403.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -533509.937500 Penalty: 2775.604980
	Iteration 9Q: 3 clusters Score -533509.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -533608.812500 Penalty: 2775.604980
	Iteration 10Q: 3 clusters Score -533608.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -533705.000000 Penalty: 2775.604980
	Iteration 11Q: 3 clusters Score -533705 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -533787.062500 Penalty: 2775.604980
	Iteration 12Q: 3 clusters Score -533787.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -533854.125000 Penalty: 2775.604980
	Iteration 13Q: 3 clusters Score -533854.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -533903.187500 Penalty: 2775.604980
	Iteration 14Q: 3 clusters Score -533903.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -533946.562500 Penalty: 2775.604980
	Iteration 15Q: 3 clusters Score -533946.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -533983.625000 Penalty: 2775.604980
	Iteration 16Q: 3 clusters Score -533983.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -534023.500000 Penalty: 2775.604980
	Iteration 17Q: 3 clusters Score -534023.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -534065.375000 Penalty: 2775.604980
	Iteration 18Q: 3 clusters Score -534065.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -534087.625000 Penalty: 2775.604980
	Iteration 19Q: 3 clusters Score -534087.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -534111.750000 Penalty: 2775.604980
	Iteration 20F: 3 clusters Score -534111.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -534129.875000 Penalty: 2775.604980
	Iteration 21Q: 3 clusters Score -534129.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -534149.500000 Penalty: 2775.604980
	Iteration 22Q: 3 clusters Score -534149.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -534164.437500 Penalty: 2775.604980
	Iteration 23Q: 3 clusters Score -534164.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -534180.375000 Penalty: 2775.604980
	Iteration 24Q: 3 clusters Score -534180.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -534194.625000 Penalty: 2775.604980
	Iteration 25Q: 3 clusters Score -534194.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -534200.125000 Penalty: 2775.604980
	Iteration 26Q: 3 clusters Score -534200.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -534206.375000 Penalty: 2775.604980
	Iteration 27Q: 3 clusters Score -534206.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -534213.875000 Penalty: 2775.604980
	Iteration 28Q: 3 clusters Score -534213.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -534221.250000 Penalty: 2775.604980
	Iteration 29Q: 3 clusters Score -534221.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -534227.812500 Penalty: 2775.604980
	Iteration 30Q: 3 clusters Score -534227.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -534233.312500 Penalty: 2775.604980
	Iteration 31Q: 3 clusters Score -534233.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -534238.687500 Penalty: 2775.604980
	Iteration 32Q: 3 clusters Score -534238.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -534242.312500 Penalty: 2775.604980
	Iteration 33Q: 3 clusters Score -534242.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -534246.312500 Penalty: 2775.604980
	Iteration 34Q: 3 clusters Score -534246.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -534249.375000 Penalty: 2775.604980
	Iteration 35Q: 3 clusters Score -534249.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -534251.500000 Penalty: 2775.604980
	Iteration 36Q: 3 clusters Score -534251.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -534253.875000 Penalty: 2775.604980
	Iteration 37Q: 3 clusters Score -534253.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -534254.250000 Penalty: 2775.604980
	Iteration 38Q: 3 clusters Score -534254.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -534254.250000 Penalty: 2775.604980
	Iteration 39F: 3 clusters Score -534254.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (38300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Entering Unmasked Estep 
Score: -4013182.750000 Penalty: 1714.895874
	Iteration 0F: 2 clusters Score -4013183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -3987295.750000 Penalty: 3429.791748
	Iteration 0F: 3 clusters Score -3987296 nChanged 17970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -3997723.250000 Penalty: 3429.791748
	Iteration 1F: 3 clusters Score -3997723 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -3998424.250000 Penalty: 3429.791748
	Iteration 2Q: 3 clusters Score -3998424 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -3999170.750000 Penalty: 3429.791748
	Iteration 3Q: 3 clusters Score -3999171 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -4000050.500000 Penalty: 3429.791748
	Iteration 4F: 3 clusters Score -4000050 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -4001038.250000 Penalty: 3429.791748
	Iteration 5F: 3 clusters Score -4001038 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -4002231.500000 Penalty: 3429.791748
	Iteration 6F: 3 clusters Score -4002232 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -4003607.000000 Penalty: 3429.791748
	Iteration 7F: 3 clusters Score -4003607 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -4005168.500000 Penalty: 3429.791748
	Iteration 8F: 3 clusters Score -4005168 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -4006770.500000 Penalty: 3429.791748
	Iteration 9F: 3 clusters Score -4006770 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -4008354.500000 Penalty: 3429.791748
	Iteration 10Q: 3 clusters Score -4008354 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -4009715.750000 Penalty: 3429.791748
	Iteration 11Q: 3 clusters Score -4009716 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -4010684.250000 Penalty: 3429.791748
	Iteration 12Q: 3 clusters Score -4010684 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -4011261.000000 Penalty: 3429.791748
	Iteration 13Q: 3 clusters Score -4011261 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -4011639.750000 Penalty: 3429.791748
	Iteration 14Q: 3 clusters Score -4011640 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -4011867.250000 Penalty: 3429.791748
	Iteration 15Q: 3 clusters Score -4011867 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4012069.250000 Penalty: 3429.791748
	Iteration 16Q: 3 clusters Score -4012069 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -4012220.500000 Penalty: 3429.791748
	Iteration 17Q: 3 clusters Score -4012220 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4012324.750000 Penalty: 3429.791748
	Iteration 18Q: 3 clusters Score -4012325 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4012421.000000 Penalty: 3429.791748
	Iteration 19Q: 3 clusters Score -4012421 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4012517.750000 Penalty: 3429.791748
	Iteration 20F: 3 clusters Score -4012518 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4012575.500000 Penalty: 3429.791748
	Iteration 21Q: 3 clusters Score -4012576 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4012658.750000 Penalty: 3429.791748
	Iteration 22Q: 3 clusters Score -4012659 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4012717.500000 Penalty: 3429.791748
	Iteration 23Q: 3 clusters Score -4012718 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4012769.250000 Penalty: 3429.791748
	Iteration 24Q: 3 clusters Score -4012769 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4012803.500000 Penalty: 3429.791748
	Iteration 25Q: 3 clusters Score -4012804 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4012826.500000 Penalty: 3429.791748
	Iteration 26Q: 3 clusters Score -4012826 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4012840.250000 Penalty: 3429.791748
	Iteration 27Q: 3 clusters Score -4012840 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4012856.500000 Penalty: 3429.791748
	Iteration 28Q: 3 clusters Score -4012856 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4012876.000000 Penalty: 3429.791748
	Iteration 29Q: 3 clusters Score -4012876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4012883.250000 Penalty: 3429.791748
	Iteration 30Q: 3 clusters Score -4012883 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4012891.000000 Penalty: 3429.791748
	Iteration 31Q: 3 clusters Score -4012891 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4012907.250000 Penalty: 3429.791748
	Iteration 32Q: 3 clusters Score -4012907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4012911.500000 Penalty: 3429.791748
	Iteration 33Q: 3 clusters Score -4012912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4012922.500000 Penalty: 3429.791748
	Iteration 34Q: 3 clusters Score -4012922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4012928.000000 Penalty: 3429.791748
	Iteration 35Q: 3 clusters Score -4012928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4012930.000000 Penalty: 3429.791748
	Iteration 36Q: 3 clusters Score -4012930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4012931.000000 Penalty: 3429.791748
	Iteration 37Q: 3 clusters Score -4012931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4012931.750000 Penalty: 3429.791748
	Iteration 38Q: 3 clusters Score -4012932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4012935.250000 Penalty: 3429.791748
	Iteration 39Q: 3 clusters Score -4012935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4012945.000000 Penalty: 3429.791748
	Iteration 40F: 3 clusters Score -4012945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4012951.000000 Penalty: 3429.791748
	Iteration 41Q: 3 clusters Score -4012951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4012953.500000 Penalty: 3429.791748
	Iteration 42Q: 3 clusters Score -4012954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4012955.750000 Penalty: 3429.791748
	Iteration 43Q: 3 clusters Score -4012956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4012958.750000 Penalty: 3429.791748
	Iteration 44Q: 3 clusters Score -4012959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4012957.750000 Penalty: 3429.791748
	Iteration 45Q: 3 clusters Score -4012958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4012957.000000 Penalty: 3429.791748
	Iteration 46Q: 3 clusters Score -4012957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4012960.250000 Penalty: 3429.791748
	Iteration 47Q: 3 clusters Score -4012960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4012957.750000 Penalty: 3429.791748
	Iteration 48Q: 3 clusters Score -4012958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4012959.000000 Penalty: 3429.791748
	Iteration 49Q: 3 clusters Score -4012959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4012958.750000 Penalty: 3429.791748
	Iteration 50Q: 3 clusters Score -4012959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4012957.500000 Penalty: 3429.791748
	Iteration 51Q: 3 clusters Score -4012958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4012957.500000 Penalty: 3429.791748
	Iteration 52F: 3 clusters Score -4012958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -25176.121094 Penalty: 927.944336
	Iteration 0F: 2 clusters Score -25176.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24454.119141 Penalty: 1855.888672
	Iteration 0F: 3 clusters Score -24454.12 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24790.568359 Penalty: 1855.888672
	Iteration 1F: 3 clusters Score -24790.57 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -25122.355469 Penalty: 1855.888672
	Iteration 2F: 3 clusters Score -25122.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -25511.470703 Penalty: 1855.888672
	Iteration 3F: 3 clusters Score -25511.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -25988.955078 Penalty: 1855.888672
	Iteration 4F: 3 clusters Score -25988.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -26226.429688 Penalty: 1855.888672
	Iteration 5Q: 3 clusters Score -26226.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -26287.117188 Penalty: 1855.888672
	Iteration 6Q: 3 clusters Score -26287.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -26298.982422 Penalty: 1855.888672
	Iteration 7Q: 3 clusters Score -26298.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -26298.982422 Penalty: 1855.888672
	Iteration 8F: 3 clusters Score -26298.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7151 members 
Mstep: Class 3 contains 96 members 
Mstep: Class 4 contains 10360 members 
Mstep: Class 5 contains 11990 members 
Mstep: Class 6 contains 5117 members 
Mstep: Class 7 contains 38300 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 923 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 5676 members 
Mstep: Class 12 contains 24167 members 
Mstep: Class 13 contains 10180 members 
Mstep: Class 14 contains 2072 members 
Mstep: Class 15 contains 24593 members 
Mstep: Class 16 contains 7902 members 
Mstep: Class 17 contains 24150 members 
Mstep: Class 18 contains 132576 members 
Mstep: Class 19 contains 2427 members 
Mstep: Class 20 contains 31346 members 
Mstep: Class 21 contains 17966 members 
Mstep: Class 22 contains 3769 members 
Mstep: Class 23 contains 6170 members 
Mstep: Class 24 contains 24500 members 
Mstep: Class 25 contains 6050 members 
Mstep: Class 26 contains 174871 members 
Mstep: Class 27 contains 3602 members 
Mstep: Class 28 contains 37952 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2225 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 4211 members 
Mstep: Class 33 contains 14220 members 
Entering Unmasked Estep 
Score: -65942472.000000 Penalty: 71703.882812
Splitting cluster 8 changes total score from -65942624.000000 to -65942472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Entering Unmasked Estep 
Score: -91064.140625 Penalty: 1109.489746
	Iteration 0F: 2 clusters Score -91064.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -89755.242188 Penalty: 2218.979492
	Iteration 0F: 3 clusters Score -89755.24 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -90089.375000 Penalty: 2218.979492
	Iteration 1F: 3 clusters Score -90089.38 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -90323.734375 Penalty: 2218.979492
	Iteration 2F: 3 clusters Score -90323.73 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -90637.859375 Penalty: 2218.979492
	Iteration 3F: 3 clusters Score -90637.86 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -91017.765625 Penalty: 2218.979492
	Iteration 4F: 3 clusters Score -91017.77 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -91252.640625 Penalty: 2218.979492
	Iteration 5F: 3 clusters Score -91252.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -91334.406250 Penalty: 2218.979492
	Iteration 6Q: 3 clusters Score -91334.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -91358.265625 Penalty: 2218.979492
	Iteration 7Q: 3 clusters Score -91358.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -91373.968750 Penalty: 2218.979492
	Iteration 8Q: 3 clusters Score -91373.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -91381.742188 Penalty: 2218.979492
	Iteration 9Q: 3 clusters Score -91381.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -91387.335938 Penalty: 2218.979492
	Iteration 10Q: 3 clusters Score -91387.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -91389.593750 Penalty: 2218.979492
	Iteration 11Q: 3 clusters Score -91389.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -91389.593750 Penalty: 2218.979492
	Iteration 12F: 3 clusters Score -91389.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7151 members 
Mstep: Class 3 contains 146 members 
Mstep: Class 4 contains 10360 members 
Mstep: Class 5 contains 11990 members 
Mstep: Class 6 contains 5117 members 
Mstep: Class 7 contains 38300 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 777 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 5676 members 
Mstep: Class 12 contains 24167 members 
Mstep: Class 13 contains 10180 members 
Mstep: Class 14 contains 2072 members 
Mstep: Class 15 contains 24593 members 
Mstep: Class 16 contains 7902 members 
Mstep: Class 17 contains 24150 members 
Mstep: Class 18 contains 132576 members 
Mstep: Class 19 contains 2427 members 
Mstep: Class 20 contains 31346 members 
Mstep: Class 21 contains 17966 members 
Mstep: Class 22 contains 3769 members 
Mstep: Class 23 contains 6170 members 
Mstep: Class 24 contains 24500 members 
Mstep: Class 25 contains 6050 members 
Mstep: Class 26 contains 174871 members 
Mstep: Class 27 contains 3602 members 
Mstep: Class 28 contains 37952 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2225 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 4211 members 
Mstep: Class 33 contains 14220 members 
Entering Unmasked Estep 
Score: -65941824.000000 Penalty: 71703.882812
Splitting cluster 9 changes total score from -65942624.000000 to -65941824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -50921.031250 Penalty: 1029.157959
	Iteration 0F: 2 clusters Score -50921.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -49869.273438 Penalty: 2058.315918
	Iteration 0F: 3 clusters Score -49869.27 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50193.339844 Penalty: 2058.315918
	Iteration 1F: 3 clusters Score -50193.34 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50318.992188 Penalty: 2058.315918
	Iteration 2F: 3 clusters Score -50318.99 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50424.554688 Penalty: 2058.315918
	Iteration 3F: 3 clusters Score -50424.55 nChanged 28
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: -50491.941406 Penalty: 2058.315918
	Iteration 4Q: 3 clusters Score -50491.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50566.769531 Penalty: 2058.315918
	Iteration 5Q: 3 clusters Score -50566.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50705.917969 Penalty: 2058.315918
	Iteration 6Q: 3 clusters Score -50705.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50763.003906 Penalty: 2058.315918
	Iteration 7Q: 3 clusters Score -50763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50819.675781 Penalty: 2058.315918
	Iteration 8Q: 3 clusters Score -50819.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50906.628906 Penalty: 2058.315918
	Iteration 9Q: 3 clusters Score -50906.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50998.042969 Penalty: 2058.315918
	Iteration 10Q: 3 clusters Score -50998.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51098.773438 Penalty: 2058.315918
	Iteration 11Q: 3 clusters Score -51098.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51106.031250 Penalty: 2058.315918
	Iteration 12Q: 3 clusters Score -51106.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51107.960938 Penalty: 2058.315918
	Iteration 13Q: 3 clusters Score -51107.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51107.960938 Penalty: 2058.315918
	Iteration 14F: 3 clusters Score -51107.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7151 members 
Mstep: Class 3 contains 224 members 
Mstep: Class 4 contains 10360 members 
Mstep: Class 5 contains 11990 members 
Mstep: Class 6 contains 5117 members 
Mstep: Class 7 contains 38300 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 923 members 
Mstep: Class 10 contains 339 members 
Mstep: Class 11 contains 5676 members 
Mstep: Class 12 contains 24167 members 
Mstep: Class 13 contains 10180 members 
Mstep: Class 14 contains 2072 members 
Mstep: Class 15 contains 24593 members 
Mstep: Class 16 contains 7902 members 
Mstep: Class 17 contains 24150 members 
Mstep: Class 18 contains 132576 members 
Mstep: Class 19 contains 2427 members 
Mstep: Class 20 contains 31346 members 
Mstep: Class 21 contains 17966 members 
Mstep: Class 22 contains 3769 members 
Mstep: Class 23 contains 6170 members 
Mstep: Class 24 contains 24500 members 
Mstep: Class 25 contains 6050 members 
Mstep: Class 26 contains 174871 members 
Mstep: Class 27 contains 3602 members 
Mstep: Class 28 contains 37952 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2225 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 4211 members 
Mstep: Class 33 contains 14220 members 
Entering Unmasked Estep 
Score: -65941588.000000 Penalty: 71703.882812
Splitting cluster 10 changes total score from -65942624.000000 to -65941588.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (5676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Entering Unmasked Estep 
Score: -593045.312500 Penalty: 1404.650269
	Iteration 0F: 2 clusters Score -593045.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -588667.125000 Penalty: 2809.300537
	Iteration 0F: 3 clusters Score -588667.1 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -589970.812500 Penalty: 2809.300537
	Iteration 1F: 3 clusters Score -589970.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -590161.500000 Penalty: 2809.300537
	Iteration 2F: 3 clusters Score -590161.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -590312.937500 Penalty: 2809.300537
	Iteration 3F: 3 clusters Score -590312.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -590450.125000 Penalty: 2809.300537
	Iteration 4Q: 3 clusters Score -590450.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -590611.750000 Penalty: 2809.300537
	Iteration 5Q: 3 clusters Score -590611.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -590847.562500 Penalty: 2809.300537
	Iteration 6Q: 3 clusters Score -590847.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -591213.500000 Penalty: 2809.300537
	Iteration 7F: 3 clusters Score -591213.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -591664.812500 Penalty: 2809.300537
	Iteration 8F: 3 clusters Score -591664.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -592012.687500 Penalty: 2809.300537
	Iteration 9F: 3 clusters Score -592012.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -592191.812500 Penalty: 2809.300537
	Iteration 10Q: 3 clusters Score -592191.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -592282.312500 Penalty: 2809.300537
	Iteration 11Q: 3 clusters Score -592282.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -592340.312500 Penalty: 2809.300537
	Iteration 12Q: 3 clusters Score -592340.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -592383.000000 Penalty: 2809.300537
	Iteration 13Q: 3 clusters Score -592383 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -592423.375000 Penalty: 2809.300537
	Iteration 14Q: 3 clusters Score -592423.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -592460.000000 Penalty: 2809.300537
	Iteration 15Q: 3 clusters Score -592460 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -592492.375000 Penalty: 2809.300537
	Iteration 16Q: 3 clusters Score -592492.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -592523.562500 Penalty: 2809.300537
	Iteration 17Q: 3 clusters Score -592523.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -592548.937500 Penalty: 2809.300537
	Iteration 18Q: 3 clusters Score -592548.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -592570.625000 Penalty: 2809.300537
	Iteration 19Q: 3 clusters Score -592570.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -592583.187500 Penalty: 2809.300537
	Iteration 20F: 3 clusters Score -592583.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -592594.187500 Penalty: 2809.300537
	Iteration 21Q: 3 clusters Score -592594.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -592600.375000 Penalty: 2809.300537
	Iteration 22Q: 3 clusters Score -592600.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -592605.000000 Penalty: 2809.300537
	Iteration 23Q: 3 clusters Score -592605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -592609.125000 Penalty: 2809.300537
	Iteration 24Q: 3 clusters Score -592609.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -592613.250000 Penalty: 2809.300537
	Iteration 25Q: 3 clusters Score -592613.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -592616.875000 Penalty: 2809.300537
	Iteration 26Q: 3 clusters Score -592616.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -592619.875000 Penalty: 2809.300537
	Iteration 27Q: 3 clusters Score -592619.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -592623.312500 Penalty: 2809.300537
	Iteration 28Q: 3 clusters Score -592623.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -592630.125000 Penalty: 2809.300537
	Iteration 29Q: 3 clusters Score -592630.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -592635.937500 Penalty: 2809.300537
	Iteration 30Q: 3 clusters Score -592635.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -592643.187500 Penalty: 2809.300537
	Iteration 31Q: 3 clusters Score -592643.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -592653.562500 Penalty: 2809.300537
	Iteration 32Q: 3 clusters Score -592653.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -592668.937500 Penalty: 2809.300537
	Iteration 33Q: 3 clusters Score -592668.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -592683.687500 Penalty: 2809.300537
	Iteration 34Q: 3 clusters Score -592683.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -592695.437500 Penalty: 2809.300537
	Iteration 35Q: 3 clusters Score -592695.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -592704.437500 Penalty: 2809.300537
	Iteration 36Q: 3 clusters Score -592704.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -592720.187500 Penalty: 2809.300537
	Iteration 37Q: 3 clusters Score -592720.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -592737.187500 Penalty: 2809.300537
	Iteration 38Q: 3 clusters Score -592737.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -592756.000000 Penalty: 2809.300537
	Iteration 39Q: 3 clusters Score -592756 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -592779.500000 Penalty: 2809.300537
	Iteration 40F: 3 clusters Score -592779.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -592801.687500 Penalty: 2809.300537
	Iteration 41Q: 3 clusters Score -592801.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -592825.187500 Penalty: 2809.300537
	Iteration 42Q: 3 clusters Score -592825.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -592850.875000 Penalty: 2809.300537
	Iteration 43Q: 3 clusters Score -592850.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -592881.062500 Penalty: 2809.300537
	Iteration 44Q: 3 clusters Score -592881.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -592904.062500 Penalty: 2809.300537
	Iteration 45Q: 3 clusters Score -592904.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -592920.937500 Penalty: 2809.300537
	Iteration 46Q: 3 clusters Score -592920.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -592929.750000 Penalty: 2809.300537
	Iteration 47Q: 3 clusters Score -592929.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -592939.000000 Penalty: 2809.300537
	Iteration 48Q: 3 clusters Score -592939 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -592943.312500 Penalty: 2809.300537
	Iteration 49Q: 3 clusters Score -592943.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -592943.937500 Penalty: 2809.300537
	Iteration 50Q: 3 clusters Score -592943.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -592945.000000 Penalty: 2809.300537
	Iteration 51Q: 3 clusters Score -592945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -592945.375000 Penalty: 2809.300537
	Iteration 52Q: 3 clusters Score -592945.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -592945.750000 Penalty: 2809.300537
	Iteration 53Q: 3 clusters Score -592945.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -592946.125000 Penalty: 2809.300537
	Iteration 54Q: 3 clusters Score -592946.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -592947.500000 Penalty: 2809.300537
	Iteration 55Q: 3 clusters Score -592947.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -592947.500000 Penalty: 2809.300537
	Iteration 56F: 3 clusters Score -592947.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Entering Unmasked Estep 
Score: -2579979.250000 Penalty: 1640.070679
	Iteration 0F: 2 clusters Score -2579979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2563541.250000 Penalty: 3280.141357
	Iteration 0F: 3 clusters Score -2563541 nChanged 11016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2569571.500000 Penalty: 3280.141357
	Iteration 1F: 3 clusters Score -2569572 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2569873.000000 Penalty: 3280.141357
	Iteration 2Q: 3 clusters Score -2569873 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2570130.500000 Penalty: 3280.141357
	Iteration 3Q: 3 clusters Score -2570130 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2570375.500000 Penalty: 3280.141357
	Iteration 4Q: 3 clusters Score -2570376 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2570638.000000 Penalty: 3280.141357
	Iteration 5Q: 3 clusters Score -2570638 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2570918.500000 Penalty: 3280.141357
	Iteration 6Q: 3 clusters Score -2570918 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2571214.250000 Penalty: 3280.141357
	Iteration 7Q: 3 clusters Score -2571214 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2571552.000000 Penalty: 3280.141357
	Iteration 8Q: 3 clusters Score -2571552 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2572010.000000 Penalty: 3280.141357
	Iteration 9Q: 3 clusters Score -2572010 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2572580.000000 Penalty: 3280.141357
	Iteration 10Q: 3 clusters Score -2572580 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2573208.000000 Penalty: 3280.141357
	Iteration 11Q: 3 clusters Score -2573208 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2573816.000000 Penalty: 3280.141357
	Iteration 12Q: 3 clusters Score -2573816 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2574365.500000 Penalty: 3280.141357
	Iteration 13Q: 3 clusters Score -2574366 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2574842.500000 Penalty: 3280.141357
	Iteration 14Q: 3 clusters Score -2574842 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2575113.250000 Penalty: 3280.141357
	Iteration 15Q: 3 clusters Score -2575113 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2575268.500000 Penalty: 3280.141357
	Iteration 16Q: 3 clusters Score -2575268 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2575370.250000 Penalty: 3280.141357
	Iteration 17Q: 3 clusters Score -2575370 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2575434.250000 Penalty: 3280.141357
	Iteration 18Q: 3 clusters Score -2575434 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2575497.750000 Penalty: 3280.141357
	Iteration 19Q: 3 clusters Score -2575498 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2575552.000000 Penalty: 3280.141357
	Iteration 20F: 3 clusters Score -2575552 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2575596.500000 Penalty: 3280.141357
	Iteration 21Q: 3 clusters Score -2575596 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2575645.250000 Penalty: 3280.141357
	Iteration 22Q: 3 clusters Score -2575645 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2575682.500000 Penalty: 3280.141357
	Iteration 23Q: 3 clusters Score -2575682 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2575726.500000 Penalty: 3280.141357
	Iteration 24Q: 3 clusters Score -2575726 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2575774.750000 Penalty: 3280.141357
	Iteration 25Q: 3 clusters Score -2575775 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2575815.250000 Penalty: 3280.141357
	Iteration 26Q: 3 clusters Score -2575815 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2575859.500000 Penalty: 3280.141357
	Iteration 27Q: 3 clusters Score -2575860 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2575892.250000 Penalty: 3280.141357
	Iteration 28Q: 3 clusters Score -2575892 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2575913.500000 Penalty: 3280.141357
	Iteration 29Q: 3 clusters Score -2575914 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2575948.000000 Penalty: 3280.141357
	Iteration 30Q: 3 clusters Score -2575948 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2575961.250000 Penalty: 3280.141357
	Iteration 31Q: 3 clusters Score -2575961 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2575964.250000 Penalty: 3280.141357
	Iteration 32Q: 3 clusters Score -2575964 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2575986.000000 Penalty: 3280.141357
	Iteration 33Q: 3 clusters Score -2575986 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2575999.500000 Penalty: 3280.141357
	Iteration 34Q: 3 clusters Score -2576000 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2575999.500000 Penalty: 3280.141357
	Iteration 35Q: 3 clusters Score -2576000 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2576003.000000 Penalty: 3280.141357
	Iteration 36Q: 3 clusters Score -2576003 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2576026.000000 Penalty: 3280.141357
	Iteration 37Q: 3 clusters Score -2576026 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2576024.750000 Penalty: 3280.141357
	Iteration 38Q: 3 clusters Score -2576025 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2576034.500000 Penalty: 3280.141357
	Iteration 39Q: 3 clusters Score -2576034 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2576036.500000 Penalty: 3280.141357
	Iteration 40F: 3 clusters Score -2576036 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2576041.250000 Penalty: 3280.141357
	Iteration 41Q: 3 clusters Score -2576041 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2576036.250000 Penalty: 3280.141357
	Iteration 42Q: 3 clusters Score -2576036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2576039.750000 Penalty: 3280.141357
	Iteration 43Q: 3 clusters Score -2576040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2576043.000000 Penalty: 3280.141357
	Iteration 44Q: 3 clusters Score -2576043 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2576046.000000 Penalty: 3280.141357
	Iteration 45Q: 3 clusters Score -2576046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2576053.500000 Penalty: 3280.141357
	Iteration 46Q: 3 clusters Score -2576054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -2576062.000000 Penalty: 3280.141357
	Iteration 47Q: 3 clusters Score -2576062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2576058.750000 Penalty: 3280.141357
	Iteration 48Q: 3 clusters Score -2576059 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2576067.000000 Penalty: 3280.141357
	Iteration 49Q: 3 clusters Score -2576067 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -2576063.000000 Penalty: 3280.141357
	Iteration 50Q: 3 clusters Score -2576063 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2576068.250000 Penalty: 3280.141357
	Iteration 51Q: 3 clusters Score -2576068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2576069.750000 Penalty: 3280.141357
	Iteration 52Q: 3 clusters Score -2576070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2576064.500000 Penalty: 3280.141357
	Iteration 53Q: 3 clusters Score -2576064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2576063.500000 Penalty: 3280.141357
	Iteration 54Q: 3 clusters Score -2576064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2576072.500000 Penalty: 3280.141357
	Iteration 55Q: 3 clusters Score -2576072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2576069.000000 Penalty: 3280.141357
	Iteration 56Q: 3 clusters Score -2576069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2576081.000000 Penalty: 3280.141357
	Iteration 57Q: 3 clusters Score -2576081 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2576077.500000 Penalty: 3280.141357
	Iteration 58Q: 3 clusters Score -2576078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2576077.500000 Penalty: 3280.141357
	Iteration 59Q: 3 clusters Score -2576078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2576085.000000 Penalty: 3280.141357
	Iteration 60F: 3 clusters Score -2576085 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2576089.250000 Penalty: 3280.141357
	Iteration 61Q: 3 clusters Score -2576089 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2576087.500000 Penalty: 3280.141357
	Iteration 62Q: 3 clusters Score -2576088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2576089.250000 Penalty: 3280.141357
	Iteration 63Q: 3 clusters Score -2576089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2576091.000000 Penalty: 3280.141357
	Iteration 64Q: 3 clusters Score -2576091 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2576094.500000 Penalty: 3280.141357
	Iteration 65Q: 3 clusters Score -2576094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2576098.500000 Penalty: 3280.141357
	Iteration 66Q: 3 clusters Score -2576098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2576100.500000 Penalty: 3280.141357
	Iteration 67Q: 3 clusters Score -2576100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2576106.000000 Penalty: 3280.141357
	Iteration 68Q: 3 clusters Score -2576106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2576115.000000 Penalty: 3280.141357
	Iteration 69Q: 3 clusters Score -2576115 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2576111.250000 Penalty: 3280.141357
	Iteration 70Q: 3 clusters Score -2576111 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2576114.750000 Penalty: 3280.141357
	Iteration 71Q: 3 clusters Score -2576115 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2576115.750000 Penalty: 3280.141357
	Iteration 72Q: 3 clusters Score -2576116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2576120.500000 Penalty: 3280.141357
	Iteration 73Q: 3 clusters Score -2576120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2576124.500000 Penalty: 3280.141357
	Iteration 74Q: 3 clusters Score -2576124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2576126.000000 Penalty: 3280.141357
	Iteration 75Q: 3 clusters Score -2576126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2576130.250000 Penalty: 3280.141357
	Iteration 76Q: 3 clusters Score -2576130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2576128.000000 Penalty: 3280.141357
	Iteration 77Q: 3 clusters Score -2576128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2576133.750000 Penalty: 3280.141357
	Iteration 78Q: 3 clusters Score -2576134 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2576133 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2576135.750000 Penalty: 3280.141357
	Iteration 80F: 3 clusters Score -2576136 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2576140.250000 Penalty: 3280.141357
	Iteration 81Q: 3 clusters Score -2576140 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2576143.500000 Penalty: 3280.141357
	Iteration 82Q: 3 clusters Score -2576144 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2576154.000000 Penalty: 3280.141357
	Iteration 83Q: 3 clusters Score -2576154 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2576167.000000 Penalty: 3280.141357
	Iteration 84Q: 3 clusters Score -2576167 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2576170.500000 Penalty: 3280.141357
	Iteration 85Q: 3 clusters Score -2576170 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2576167 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2576172.750000 Penalty: 3280.141357
	Iteration 87Q: 3 clusters Score -2576173 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2576165.250000 Penalty: 3280.141357
	Iteration 88Q: 3 clusters Score -2576165 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2576174 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2576184.250000 Penalty: 3280.141357
	Iteration 90Q: 3 clusters Score -2576184 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2576187.000000 Penalty: 3280.141357
	Iteration 91Q: 3 clusters Score -2576187 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2576193.750000 Penalty: 3280.141357
	Iteration 92Q: 3 clusters Score -2576194 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2576202.000000 Penalty: 3280.141357
	Iteration 93Q: 3 clusters Score -2576202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2576194.000000 Penalty: 3280.141357
	Iteration 94Q: 3 clusters Score -2576194 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2576205.750000 Penalty: 3280.141357
	Iteration 95Q: 3 clusters Score -2576206 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2576213.500000 Penalty: 3280.141357
	Iteration 96Q: 3 clusters Score -2576214 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2576211.500000 Penalty: 3280.141357
	Iteration 97Q: 3 clusters Score -2576212 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2576211.250000 Penalty: 3280.141357
	Iteration 98Q: 3 clusters Score -2576211 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2576211.000000 Penalty: 3280.141357
	Iteration 99Q: 3 clusters Score -2576211 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2576220.250000 Penalty: 3280.141357
	Iteration 100F: 3 clusters Score -2576220 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2576228.500000 Penalty: 3280.141357
	Iteration 101Q: 3 clusters Score -2576228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2576246.000000 Penalty: 3280.141357
	Iteration 102Q: 3 clusters Score -2576246 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2576244.500000 Penalty: 3280.141357
	Iteration 103Q: 3 clusters Score -2576244 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2576243.500000 Penalty: 3280.141357
	Iteration 104Q: 3 clusters Score -2576244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2576242.000000 Penalty: 3280.141357
	Iteration 105Q: 3 clusters Score -2576242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2576249.500000 Penalty: 3280.141357
	Iteration 106Q: 3 clusters Score -2576250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2576253.750000 Penalty: 3280.141357
	Iteration 107Q: 3 clusters Score -2576254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2576254.000000 Penalty: 3280.141357
	Iteration 108Q: 3 clusters Score -2576254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2576258.500000 Penalty: 3280.141357
	Iteration 109Q: 3 clusters Score -2576258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2576257.250000 Penalty: 3280.141357
	Iteration 110Q: 3 clusters Score -2576257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2576255.500000 Penalty: 3280.141357
	Iteration 111Q: 3 clusters Score -2576256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2576251.500000 Penalty: 3280.141357
	Iteration 112Q: 3 clusters Score -2576252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2576252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2576254.250000 Penalty: 3280.141357
	Iteration 114Q: 3 clusters Score -2576254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2576254.750000 Penalty: 3280.141357
	Iteration 115Q: 3 clusters Score -2576255 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2576258.000000 Penalty: 3280.141357
	Iteration 116Q: 3 clusters Score -2576258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2576254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2576259.000000 Penalty: 3280.141357
	Iteration 118Q: 3 clusters Score -2576259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2576256.250000 Penalty: 3280.141357
	Iteration 119Q: 3 clusters Score -2576256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2576260.500000 Penalty: 3280.141357
	Iteration 120F: 3 clusters Score -2576260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2576266.750000 Penalty: 3280.141357
	Iteration 121Q: 3 clusters Score -2576267 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2576272.250000 Penalty: 3280.141357
	Iteration 122Q: 3 clusters Score -2576272 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2576268.750000 Penalty: 3280.141357
	Iteration 123Q: 3 clusters Score -2576269 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2576272.000000 Penalty: 3280.141357
	Iteration 124Q: 3 clusters Score -2576272 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2576279.750000 Penalty: 3280.141357
	Iteration 125Q: 3 clusters Score -2576280 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2576288.750000 Penalty: 3280.141357
	Iteration 126Q: 3 clusters Score -2576289 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2576298.750000 Penalty: 3280.141357
	Iteration 127Q: 3 clusters Score -2576299 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2576298.250000 Penalty: 3280.141357
	Iteration 128Q: 3 clusters Score -2576298 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2576300.750000 Penalty: 3280.141357
	Iteration 129Q: 3 clusters Score -2576301 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2576309 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2576325.000000 Penalty: 3280.141357
	Iteration 131Q: 3 clusters Score -2576325 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2576339.250000 Penalty: 3280.141357
	Iteration 132Q: 3 clusters Score -2576339 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2576342.250000 Penalty: 3280.141357
	Iteration 133Q: 3 clusters Score -2576342 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2576340 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2576344 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2576361.000000 Penalty: 3280.141357
	Iteration 136Q: 3 clusters Score -2576361 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2576356 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2576361 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2576374.750000 Penalty: 3280.141357
	Iteration 139Q: 3 clusters Score -2576375 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2576382.250000 Penalty: 3280.141357
	Iteration 140F: 3 clusters Score -2576382 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2576385.000000 Penalty: 3280.141357
	Iteration 141Q: 3 clusters Score -2576385 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2576387.500000 Penalty: 3280.141357
	Iteration 142Q: 3 clusters Score -2576388 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2576402.750000 Penalty: 3280.141357
	Iteration 143Q: 3 clusters Score -2576403 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2576423.750000 Penalty: 3280.141357
	Iteration 144Q: 3 clusters Score -2576424 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2576443.500000 Penalty: 3280.141357
	Iteration 145Q: 3 clusters Score -2576444 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2576464.750000 Penalty: 3280.141357
	Iteration 146Q: 3 clusters Score -2576465 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2576484.500000 Penalty: 3280.141357
	Iteration 147Q: 3 clusters Score -2576484 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2576497.750000 Penalty: 3280.141357
	Iteration 148Q: 3 clusters Score -2576498 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2576519.750000 Penalty: 3280.141357
	Iteration 149Q: 3 clusters Score -2576520 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2576541.500000 Penalty: 3280.141357
	Iteration 150Q: 3 clusters Score -2576542 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2576546.750000 Penalty: 3280.141357
	Iteration 151Q: 3 clusters Score -2576547 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2576564.500000 Penalty: 3280.141357
	Iteration 152Q: 3 clusters Score -2576564 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2576588.500000 Penalty: 3280.141357
	Iteration 153Q: 3 clusters Score -2576588 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2576610.750000 Penalty: 3280.141357
	Iteration 154Q: 3 clusters Score -2576611 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2576640.500000 Penalty: 3280.141357
	Iteration 155Q: 3 clusters Score -2576640 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2576667.500000 Penalty: 3280.141357
	Iteration 156Q: 3 clusters Score -2576668 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2576702.500000 Penalty: 3280.141357
	Iteration 157Q: 3 clusters Score -2576702 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2576729.000000 Penalty: 3280.141357
	Iteration 158Q: 3 clusters Score -2576729 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2576767.750000 Penalty: 3280.141357
	Iteration 159Q: 3 clusters Score -2576768 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2576786.750000 Penalty: 3280.141357
	Iteration 160F: 3 clusters Score -2576787 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2576816.750000 Penalty: 3280.141357
	Iteration 161Q: 3 clusters Score -2576817 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2576866.500000 Penalty: 3280.141357
	Iteration 162Q: 3 clusters Score -2576866 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2576899.500000 Penalty: 3280.141357
	Iteration 163Q: 3 clusters Score -2576900 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2576940.750000 Penalty: 3280.141357
	Iteration 164Q: 3 clusters Score -2576941 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2576983.750000 Penalty: 3280.141357
	Iteration 165Q: 3 clusters Score -2576984 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2577024.750000 Penalty: 3280.141357
	Iteration 166Q: 3 clusters Score -2577025 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -2577079.000000 Penalty: 3280.141357
	Iteration 167Q: 3 clusters Score -2577079 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2577118.750000 Penalty: 3280.141357
	Iteration 168Q: 3 clusters Score -2577119 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2577153.250000 Penalty: 3280.141357
	Iteration 169Q: 3 clusters Score -2577153 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2577198.500000 Penalty: 3280.141357
	Iteration 170Q: 3 clusters Score -2577198 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2577241.750000 Penalty: 3280.141357
	Iteration 171Q: 3 clusters Score -2577242 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2577293.000000 Penalty: 3280.141357
	Iteration 172Q: 3 clusters Score -2577293 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2577352.500000 Penalty: 3280.141357
	Iteration 173Q: 3 clusters Score -2577352 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2577408.000000 Penalty: 3280.141357
	Iteration 174Q: 3 clusters Score -2577408 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2577465.500000 Penalty: 3280.141357
	Iteration 175Q: 3 clusters Score -2577466 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2577524.750000 Penalty: 3280.141357
	Iteration 176Q: 3 clusters Score -2577525 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2577569.000000 Penalty: 3280.141357
	Iteration 177Q: 3 clusters Score -2577569 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2577610.250000 Penalty: 3280.141357
	Iteration 178Q: 3 clusters Score -2577610 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2577645.750000 Penalty: 3280.141357
	Iteration 179Q: 3 clusters Score -2577646 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2577689.000000 Penalty: 3280.141357
	Iteration 180F: 3 clusters Score -2577689 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2577737.250000 Penalty: 3280.141357
	Iteration 181Q: 3 clusters Score -2577737 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2577766.750000 Penalty: 3280.141357
	Iteration 182Q: 3 clusters Score -2577767 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2577802.750000 Penalty: 3280.141357
	Iteration 183Q: 3 clusters Score -2577803 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2577832.750000 Penalty: 3280.141357
	Iteration 184Q: 3 clusters Score -2577833 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2577861.750000 Penalty: 3280.141357
	Iteration 185Q: 3 clusters Score -2577862 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2577880.750000 Penalty: 3280.141357
	Iteration 186Q: 3 clusters Score -2577881 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2577911.500000 Penalty: 3280.141357
	Iteration 187Q: 3 clusters Score -2577912 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2577936.250000 Penalty: 3280.141357
	Iteration 188Q: 3 clusters Score -2577936 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2577964.750000 Penalty: 3280.141357
	Iteration 189Q: 3 clusters Score -2577965 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2577983.500000 Penalty: 3280.141357
	Iteration 190Q: 3 clusters Score -2577984 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2578003.750000 Penalty: 3280.141357
	Iteration 191Q: 3 clusters Score -2578004 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2578016.500000 Penalty: 3280.141357
	Iteration 192Q: 3 clusters Score -2578016 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2578031.500000 Penalty: 3280.141357
	Iteration 193Q: 3 clusters Score -2578032 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2578039.000000 Penalty: 3280.141357
	Iteration 194Q: 3 clusters Score -2578039 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2578055.000000 Penalty: 3280.141357
	Iteration 195Q: 3 clusters Score -2578055 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2578061.750000 Penalty: 3280.141357
	Iteration 196Q: 3 clusters Score -2578062 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2578071.000000 Penalty: 3280.141357
	Iteration 197Q: 3 clusters Score -2578071 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2578076.750000 Penalty: 3280.141357
	Iteration 198Q: 3 clusters Score -2578077 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2578086.000000 Penalty: 3280.141357
	Iteration 199Q: 3 clusters Score -2578086 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2578100.000000 Penalty: 3280.141357
	Iteration 200F: 3 clusters Score -2578100 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2578113.250000 Penalty: 3280.141357
	Iteration 201Q: 3 clusters Score -2578113 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2578124.500000 Penalty: 3280.141357
	Iteration 202Q: 3 clusters Score -2578124 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2578143.000000 Penalty: 3280.141357
	Iteration 203Q: 3 clusters Score -2578143 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2578155.500000 Penalty: 3280.141357
	Iteration 204Q: 3 clusters Score -2578156 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2578181.750000 Penalty: 3280.141357
	Iteration 205Q: 3 clusters Score -2578182 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2578210.250000 Penalty: 3280.141357
	Iteration 206Q: 3 clusters Score -2578210 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2578232.250000 Penalty: 3280.141357
	Iteration 207Q: 3 clusters Score -2578232 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2578255.250000 Penalty: 3280.141357
	Iteration 208Q: 3 clusters Score -2578255 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2578275.750000 Penalty: 3280.141357
	Iteration 209Q: 3 clusters Score -2578276 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2578310.000000 Penalty: 3280.141357
	Iteration 210Q: 3 clusters Score -2578310 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2578329.250000 Penalty: 3280.141357
	Iteration 211Q: 3 clusters Score -2578329 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2578340.500000 Penalty: 3280.141357
	Iteration 212Q: 3 clusters Score -2578340 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2578354.000000 Penalty: 3280.141357
	Iteration 213Q: 3 clusters Score -2578354 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2578363.500000 Penalty: 3280.141357
	Iteration 214Q: 3 clusters Score -2578364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2578372.250000 Penalty: 3280.141357
	Iteration 215Q: 3 clusters Score -2578372 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2578386.500000 Penalty: 3280.141357
	Iteration 216Q: 3 clusters Score -2578386 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2578394.000000 Penalty: 3280.141357
	Iteration 217Q: 3 clusters Score -2578394 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2578413.750000 Penalty: 3280.141357
	Iteration 218Q: 3 clusters Score -2578414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2578426.250000 Penalty: 3280.141357
	Iteration 219Q: 3 clusters Score -2578426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2578443.250000 Penalty: 3280.141357
	Iteration 220F: 3 clusters Score -2578443 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2578459.500000 Penalty: 3280.141357
	Iteration 221Q: 3 clusters Score -2578460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2578470.000000 Penalty: 3280.141357
	Iteration 222Q: 3 clusters Score -2578470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2578486.750000 Penalty: 3280.141357
	Iteration 223Q: 3 clusters Score -2578487 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2578502.000000 Penalty: 3280.141357
	Iteration 224Q: 3 clusters Score -2578502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2578507.750000 Penalty: 3280.141357
	Iteration 225Q: 3 clusters Score -2578508 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2578525.250000 Penalty: 3280.141357
	Iteration 226Q: 3 clusters Score -2578525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2578535.750000 Penalty: 3280.141357
	Iteration 227Q: 3 clusters Score -2578536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2578543.500000 Penalty: 3280.141357
	Iteration 228Q: 3 clusters Score -2578544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2578558.000000 Penalty: 3280.141357
	Iteration 229Q: 3 clusters Score -2578558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2578569.750000 Penalty: 3280.141357
	Iteration 230Q: 3 clusters Score -2578570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2578579.000000 Penalty: 3280.141357
	Iteration 231Q: 3 clusters Score -2578579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2578585.250000 Penalty: 3280.141357
	Iteration 232Q: 3 clusters Score -2578585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2578589.500000 Penalty: 3280.141357
	Iteration 233Q: 3 clusters Score -2578590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2578608.000000 Penalty: 3280.141357
	Iteration 234Q: 3 clusters Score -2578608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2578617.500000 Penalty: 3280.141357
	Iteration 235Q: 3 clusters Score -2578618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2578621.750000 Penalty: 3280.141357
	Iteration 236Q: 3 clusters Score -2578622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2578628.750000 Penalty: 3280.141357
	Iteration 237Q: 3 clusters Score -2578629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2578630.250000 Penalty: 3280.141357
	Iteration 238Q: 3 clusters Score -2578630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2578627.250000 Penalty: 3280.141357
	Iteration 239Q: 3 clusters Score -2578627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2578632.250000 Penalty: 3280.141357
	Iteration 240F: 3 clusters Score -2578632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2578630.750000 Penalty: 3280.141357
	Iteration 241Q: 3 clusters Score -2578631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2578634.750000 Penalty: 3280.141357
	Iteration 242Q: 3 clusters Score -2578635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2578638.250000 Penalty: 3280.141357
	Iteration 243Q: 3 clusters Score -2578638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2578638.500000 Penalty: 3280.141357
	Iteration 244Q: 3 clusters Score -2578638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2578642.000000 Penalty: 3280.141357
	Iteration 245Q: 3 clusters Score -2578642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2578641.750000 Penalty: 3280.141357
	Iteration 246Q: 3 clusters Score -2578642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2578647.500000 Penalty: 3280.141357
	Iteration 247Q: 3 clusters Score -2578648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2578646.250000 Penalty: 3280.141357
	Iteration 248Q: 3 clusters Score -2578646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2578646.000000 Penalty: 3280.141357
	Iteration 249Q: 3 clusters Score -2578646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2578645.000000 Penalty: 3280.141357
	Iteration 250Q: 3 clusters Score -2578645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2578645.000000 Penalty: 3280.141357
	Iteration 251Q: 3 clusters Score -2578645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2578649.000000 Penalty: 3280.141357
	Iteration 252Q: 3 clusters Score -2578649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2578646.250000 Penalty: 3280.141357
	Iteration 253Q: 3 clusters Score -2578646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2578645.500000 Penalty: 3280.141357
	Iteration 254Q: 3 clusters Score -2578646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2578649.000000 Penalty: 3280.141357
	Iteration 255Q: 3 clusters Score -2578649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2578649.000000 Penalty: 3280.141357
	Iteration 256Q: 3 clusters Score -2578649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2578648.750000 Penalty: 3280.141357
	Iteration 257Q: 3 clusters Score -2578649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2578651.750000 Penalty: 3280.141357
	Iteration 258Q: 3 clusters Score -2578652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2578654.500000 Penalty: 3280.141357
	Iteration 259Q: 3 clusters Score -2578654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2578654.500000 Penalty: 3280.141357
	Iteration 260F: 3 clusters Score -2578654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Entering Unmasked Estep 
Score: -1071488.500000 Penalty: 1499.579224
	Iteration 0F: 2 clusters Score -1071488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1064252.250000 Penalty: 2999.158447
	Iteration 0F: 3 clusters Score -1064252 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1066657.000000 Penalty: 2999.158447
	Iteration 1F: 3 clusters Score -1066657 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1066956.125000 Penalty: 2999.158447
	Iteration 2F: 3 clusters Score -1066956 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1067214.250000 Penalty: 2999.158447
	Iteration 3F: 3 clusters Score -1067214 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1067482.625000 Penalty: 2999.158447
	Iteration 4F: 3 clusters Score -1067483 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1067791.750000 Penalty: 2999.158447
	Iteration 5F: 3 clusters Score -1067792 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1068167.625000 Penalty: 2999.158447
	Iteration 6F: 3 clusters Score -1068168 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1068582.125000 Penalty: 2999.158447
	Iteration 7F: 3 clusters Score -1068582 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1069018.250000 Penalty: 2999.158447
	Iteration 8F: 3 clusters Score -1069018 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1069364.750000 Penalty: 2999.158447
	Iteration 9Q: 3 clusters Score -1069365 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1069653.625000 Penalty: 2999.158447
	Iteration 10Q: 3 clusters Score -1069654 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1069846.000000 Penalty: 2999.158447
	Iteration 11Q: 3 clusters Score -1069846 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1069982.625000 Penalty: 2999.158447
	Iteration 12Q: 3 clusters Score -1069983 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1070102.250000 Penalty: 2999.158447
	Iteration 13Q: 3 clusters Score -1070102 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1070163.125000 Penalty: 2999.158447
	Iteration 14Q: 3 clusters Score -1070163 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1070208.500000 Penalty: 2999.158447
	Iteration 15Q: 3 clusters Score -1070208 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1070234.500000 Penalty: 2999.158447
	Iteration 16Q: 3 clusters Score -1070234 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1070267.875000 Penalty: 2999.158447
	Iteration 17Q: 3 clusters Score -1070268 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1070294.625000 Penalty: 2999.158447
	Iteration 18Q: 3 clusters Score -1070295 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1070310.125000 Penalty: 2999.158447
	Iteration 19Q: 3 clusters Score -1070310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1070323.500000 Penalty: 2999.158447
	Iteration 20F: 3 clusters Score -1070324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1070329.000000 Penalty: 2999.158447
	Iteration 21Q: 3 clusters Score -1070329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1070332.500000 Penalty: 2999.158447
	Iteration 22Q: 3 clusters Score -1070332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1070334.125000 Penalty: 2999.158447
	Iteration 23Q: 3 clusters Score -1070334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1070336.250000 Penalty: 2999.158447
	Iteration 24Q: 3 clusters Score -1070336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1070336.000000 Penalty: 2999.158447
	Iteration 25Q: 3 clusters Score -1070336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1070338.250000 Penalty: 2999.158447
	Iteration 26Q: 3 clusters Score -1070338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1070337.625000 Penalty: 2999.158447
	Iteration 27Q: 3 clusters Score -1070338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1070335.500000 Penalty: 2999.158447
	Iteration 28Q: 3 clusters Score -1070336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1070335.500000 Penalty: 2999.158447
	Iteration 29F: 3 clusters Score -1070336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Entering Unmasked Estep 
Score: -212431.390625 Penalty: 1240.893799
	Iteration 0F: 2 clusters Score -212431.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -210290.484375 Penalty: 2481.787598
	Iteration 0F: 3 clusters Score -210290.5 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -210754.078125 Penalty: 2481.787598
	Iteration 1F: 3 clusters Score -210754.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -210880.140625 Penalty: 2481.787598
	Iteration 2F: 3 clusters Score -210880.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -210960.406250 Penalty: 2481.787598
	Iteration 3Q: 3 clusters Score -210960.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -211017.500000 Penalty: 2481.787598
	Iteration 4Q: 3 clusters Score -211017.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -211056.671875 Penalty: 2481.787598
	Iteration 5Q: 3 clusters Score -211056.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -211096.640625 Penalty: 2481.787598
	Iteration 6Q: 3 clusters Score -211096.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -211135.890625 Penalty: 2481.787598
	Iteration 7Q: 3 clusters Score -211135.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -211173.359375 Penalty: 2481.787598
	Iteration 8Q: 3 clusters Score -211173.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -211213.203125 Penalty: 2481.787598
	Iteration 9Q: 3 clusters Score -211213.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -211246.796875 Penalty: 2481.787598
	Iteration 10Q: 3 clusters Score -211246.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -211287.218750 Penalty: 2481.787598
	Iteration 11Q: 3 clusters Score -211287.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -211324.640625 Penalty: 2481.787598
	Iteration 12Q: 3 clusters Score -211324.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -211362.406250 Penalty: 2481.787598
	Iteration 13Q: 3 clusters Score -211362.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -211398.718750 Penalty: 2481.787598
	Iteration 14Q: 3 clusters Score -211398.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -211409.890625 Penalty: 2481.787598
	Iteration 15Q: 3 clusters Score -211409.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -211419.328125 Penalty: 2481.787598
	Iteration 16Q: 3 clusters Score -211419.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -211428.500000 Penalty: 2481.787598
	Iteration 17Q: 3 clusters Score -211428.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -211440.734375 Penalty: 2481.787598
	Iteration 18Q: 3 clusters Score -211440.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -211455.296875 Penalty: 2481.787598
	Iteration 19Q: 3 clusters Score -211455.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -211470.640625 Penalty: 2481.787598
	Iteration 20F: 3 clusters Score -211470.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -211484.437500 Penalty: 2481.787598
	Iteration 21Q: 3 clusters Score -211484.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -211495.046875 Penalty: 2481.787598
	Iteration 22Q: 3 clusters Score -211495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -211502.859375 Penalty: 2481.787598
	Iteration 23Q: 3 clusters Score -211502.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -211508.593750 Penalty: 2481.787598
	Iteration 24Q: 3 clusters Score -211508.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -211510.500000 Penalty: 2481.787598
	Iteration 25Q: 3 clusters Score -211510.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -211512.593750 Penalty: 2481.787598
	Iteration 26Q: 3 clusters Score -211512.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -211514.015625 Penalty: 2481.787598
	Iteration 27Q: 3 clusters Score -211514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -211514.453125 Penalty: 2481.787598
	Iteration 28Q: 3 clusters Score -211514.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -211514.453125 Penalty: 2481.787598
	Iteration 29F: 3 clusters Score -211514.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Entering Unmasked Estep 
Score: -2587445.500000 Penalty: 1642.910278
	Iteration 0F: 2 clusters Score -2587446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2570903.250000 Penalty: 3285.820557
	Iteration 0F: 3 clusters Score -2570903 nChanged 11292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2577125.500000 Penalty: 3285.820557
	Iteration 1F: 3 clusters Score -2577126 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2577499.500000 Penalty: 3285.820557
	Iteration 2Q: 3 clusters Score -2577500 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2577966.250000 Penalty: 3285.820557
	Iteration 3Q: 3 clusters Score -2577966 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2578730.500000 Penalty: 3285.820557
	Iteration 4F: 3 clusters Score -2578730 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2580060.000000 Penalty: 3285.820557
	Iteration 5F: 3 clusters Score -2580060 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2581969.000000 Penalty: 3285.820557
	Iteration 6F: 3 clusters Score -2581969 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2584050.750000 Penalty: 3285.820557
	Iteration 7F: 3 clusters Score -2584051 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -2585625.250000 Penalty: 3285.820557
	Iteration 8F: 3 clusters Score -2585625 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2586648.750000 Penalty: 3285.820557
	Iteration 9Q: 3 clusters Score -2586649 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2587181.250000 Penalty: 3285.820557
	Iteration 10Q: 3 clusters Score -2587181 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -2587442.250000 Penalty: 3285.820557
	Iteration 11Q: 3 clusters Score -2587442 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2587574.500000 Penalty: 3285.820557
	Iteration 12Q: 3 clusters Score -2587574 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2587644.250000 Penalty: 3285.820557
	Iteration 13Q: 3 clusters Score -2587644 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2587710.500000 Penalty: 3285.820557
	Iteration 14Q: 3 clusters Score -2587710 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -2587761.500000 Penalty: 3285.820557
	Iteration 15Q: 3 clusters Score -2587762 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2587803.250000 Penalty: 3285.820557
	Iteration 16Q: 3 clusters Score -2587803 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -2587855.500000 Penalty: 3285.820557
	Iteration 17Q: 3 clusters Score -2587856 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -2587874.000000 Penalty: 3285.820557
	Iteration 18Q: 3 clusters Score -2587874 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -2587901.000000 Penalty: 3285.820557
	Iteration 19Q: 3 clusters Score -2587901 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -2587918.750000 Penalty: 3285.820557
	Iteration 20F: 3 clusters Score -2587919 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -2587938.250000 Penalty: 3285.820557
	Iteration 21Q: 3 clusters Score -2587938 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -2587951.250000 Penalty: 3285.820557
	Iteration 22Q: 3 clusters Score -2587951 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2587956.750000 Penalty: 3285.820557
	Iteration 23Q: 3 clusters Score -2587957 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -2587967.250000 Penalty: 3285.820557
	Iteration 24Q: 3 clusters Score -2587967 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -2587965.500000 Penalty: 3285.820557
	Iteration 25Q: 3 clusters Score -2587966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -2587964.500000 Penalty: 3285.820557
	Iteration 26Q: 3 clusters Score -2587964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2587965.750000 Penalty: 3285.820557
	Iteration 27Q: 3 clusters Score -2587966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -2587972.250000 Penalty: 3285.820557
	Iteration 28Q: 3 clusters Score -2587972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2587967.250000 Penalty: 3285.820557
	Iteration 29Q: 3 clusters Score -2587967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -2587968.250000 Penalty: 3285.820557
	Iteration 30Q: 3 clusters Score -2587968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -2587971.750000 Penalty: 3285.820557
	Iteration 31Q: 3 clusters Score -2587972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -2587966.500000 Penalty: 3285.820557
	Iteration 32Q: 3 clusters Score -2587966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -2587973.000000 Penalty: 3285.820557
	Iteration 33Q: 3 clusters Score -2587973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2587972.000000 Penalty: 3285.820557
	Iteration 34Q: 3 clusters Score -2587972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -2587971.250000 Penalty: 3285.820557
	Iteration 35Q: 3 clusters Score -2587971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -2587972.750000 Penalty: 3285.820557
	Iteration 36Q: 3 clusters Score -2587973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -2587975.500000 Penalty: 3285.820557
	Iteration 37Q: 3 clusters Score -2587976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2587973.750000 Penalty: 3285.820557
	Iteration 38Q: 3 clusters Score -2587974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2587973.750000 Penalty: 3285.820557
	Iteration 39F: 3 clusters Score -2587974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7151 members 
Mstep: Class 3 contains 21120 members 
Mstep: Class 4 contains 10360 members 
Mstep: Class 5 contains 11990 members 
Mstep: Class 6 contains 5117 members 
Mstep: Class 7 contains 38300 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 923 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 5676 members 
Mstep: Class 12 contains 24167 members 
Mstep: Class 13 contains 10180 members 
Mstep: Class 14 contains 2072 members 
Mstep: Class 15 contains 3473 members 
Mstep: Class 16 contains 7902 members 
Mstep: Class 17 contains 24150 members 
Mstep: Class 18 contains 132576 members 
Mstep: Class 19 contains 2427 members 
Mstep: Class 20 contains 31346 members 
Mstep: Class 21 contains 17966 members 
Mstep: Class 22 contains 3769 members 
Mstep: Class 23 contains 6170 members 
Mstep: Class 24 contains 24500 members 
Mstep: Class 25 contains 6050 members 
Mstep: Class 26 contains 174871 members 
Mstep: Class 27 contains 3602 members 
Mstep: Class 28 contains 37952 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2225 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 4211 members 
Mstep: Class 33 contains 14220 members 
Entering Unmasked Estep 
Score: -65942520.000000 Penalty: 71703.882812
Splitting cluster 15 changes total score from -65942624.000000 to -65942520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (7902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Entering Unmasked Estep 
Score: -831611.375000 Penalty: 1458.416626
	Iteration 0F: 2 clusters Score -831611.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -825800.375000 Penalty: 2916.833252
	Iteration 0F: 3 clusters Score -825800.4 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -827617.812500 Penalty: 2916.833252
	Iteration 1F: 3 clusters Score -827617.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -827851.375000 Penalty: 2916.833252
	Iteration 2F: 3 clusters Score -827851.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -828015.187500 Penalty: 2916.833252
	Iteration 3Q: 3 clusters Score -828015.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -828165.000000 Penalty: 2916.833252
	Iteration 4Q: 3 clusters Score -828165 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -828300.625000 Penalty: 2916.833252
	Iteration 5Q: 3 clusters Score -828300.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -828428.875000 Penalty: 2916.833252
	Iteration 6Q: 3 clusters Score -828428.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -828560.687500 Penalty: 2916.833252
	Iteration 7Q: 3 clusters Score -828560.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -828704.375000 Penalty: 2916.833252
	Iteration 8Q: 3 clusters Score -828704.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -828826.500000 Penalty: 2916.833252
	Iteration 9Q: 3 clusters Score -828826.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -828949.500000 Penalty: 2916.833252
	Iteration 10Q: 3 clusters Score -828949.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -829091.187500 Penalty: 2916.833252
	Iteration 11Q: 3 clusters Score -829091.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -829234.062500 Penalty: 2916.833252
	Iteration 12Q: 3 clusters Score -829234.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -829389.750000 Penalty: 2916.833252
	Iteration 13Q: 3 clusters Score -829389.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -829521.437500 Penalty: 2916.833252
	Iteration 14Q: 3 clusters Score -829521.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -829629.375000 Penalty: 2916.833252
	Iteration 15Q: 3 clusters Score -829629.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -829698.312500 Penalty: 2916.833252
	Iteration 16Q: 3 clusters Score -829698.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -829756.375000 Penalty: 2916.833252
	Iteration 17Q: 3 clusters Score -829756.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -829809.312500 Penalty: 2916.833252
	Iteration 18Q: 3 clusters Score -829809.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -829851.062500 Penalty: 2916.833252
	Iteration 19Q: 3 clusters Score -829851.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -829888.250000 Penalty: 2916.833252
	Iteration 20F: 3 clusters Score -829888.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -829918.812500 Penalty: 2916.833252
	Iteration 21Q: 3 clusters Score -829918.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -829940.062500 Penalty: 2916.833252
	Iteration 22Q: 3 clusters Score -829940.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -829950.250000 Penalty: 2916.833252
	Iteration 23Q: 3 clusters Score -829950.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -829961.750000 Penalty: 2916.833252
	Iteration 24Q: 3 clusters Score -829961.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -829970.437500 Penalty: 2916.833252
	Iteration 25Q: 3 clusters Score -829970.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -829979.062500 Penalty: 2916.833252
	Iteration 26Q: 3 clusters Score -829979.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -829990.562500 Penalty: 2916.833252
	Iteration 27Q: 3 clusters Score -829990.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -829996.062500 Penalty: 2916.833252
	Iteration 28Q: 3 clusters Score -829996.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -829999.750000 Penalty: 2916.833252
	Iteration 29Q: 3 clusters Score -829999.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -830008.250000 Penalty: 2916.833252
	Iteration 30Q: 3 clusters Score -830008.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -830013.125000 Penalty: 2916.833252
	Iteration 31Q: 3 clusters Score -830013.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -830018.750000 Penalty: 2916.833252
	Iteration 32Q: 3 clusters Score -830018.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -830022.000000 Penalty: 2916.833252
	Iteration 33Q: 3 clusters Score -830022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -830023.812500 Penalty: 2916.833252
	Iteration 34Q: 3 clusters Score -830023.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -830029.687500 Penalty: 2916.833252
	Iteration 35Q: 3 clusters Score -830029.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -830036.875000 Penalty: 2916.833252
	Iteration 36Q: 3 clusters Score -830036.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -830040.687500 Penalty: 2916.833252
	Iteration 37Q: 3 clusters Score -830040.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -830043.937500 Penalty: 2916.833252
	Iteration 38Q: 3 clusters Score -830043.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -830048.437500 Penalty: 2916.833252
	Iteration 39Q: 3 clusters Score -830048.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -830051.187500 Penalty: 2916.833252
	Iteration 40F: 3 clusters Score -830051.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -830051.437500 Penalty: 2916.833252
	Iteration 41Q: 3 clusters Score -830051.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -830049.812500 Penalty: 2916.833252
	Iteration 42Q: 3 clusters Score -830049.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -830051.375000 Penalty: 2916.833252
	Iteration 43Q: 3 clusters Score -830051.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -830052.437500 Penalty: 2916.833252
	Iteration 44Q: 3 clusters Score -830052.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -830052.250000 Penalty: 2916.833252
	Iteration 45Q: 3 clusters Score -830052.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -830051.500000 Penalty: 2916.833252
	Iteration 46Q: 3 clusters Score -830051.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -830051.750000 Penalty: 2916.833252
	Iteration 47Q: 3 clusters Score -830051.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -830051.750000 Penalty: 2916.833252
	Iteration 48F: 3 clusters Score -830051.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Entering Unmasked Estep 
Score: -2526000.500000 Penalty: 1639.956543
	Iteration 0F: 2 clusters Score -2526000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2509586.000000 Penalty: 3279.913086
	Iteration 0F: 3 clusters Score -2509586 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2515711.500000 Penalty: 3279.913086
	Iteration 1F: 3 clusters Score -2515712 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2516141.500000 Penalty: 3279.913086
	Iteration 2Q: 3 clusters Score -2516142 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2516565.250000 Penalty: 3279.913086
	Iteration 3Q: 3 clusters Score -2516565 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2517032 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -2517550 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -2518098 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -2518702 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2519354.500000 Penalty: 3279.913086
	Iteration 8Q: 3 clusters Score -2519354 nChanged 1164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2520039.000000 Penalty: 3279.913086
	Iteration 9Q: 3 clusters Score -2520039 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2520674 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2521182 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2521610 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2521925 nChanged 580
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Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2522202.500000 Penalty: 3279.913086
	Iteration 14Q: 3 clusters Score -2522202 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2522429.250000 Penalty: 3279.913086
	Iteration 15Q: 3 clusters Score -2522429 nChanged 420
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2522648 nChanged 380
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Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2522851.250000 Penalty: 3279.913086
	Iteration 17Q: 3 clusters Score -2522851 nChanged 381
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2523069 nChanged 382
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2523253.250000 Penalty: 3279.913086
	Iteration 19Q: 3 clusters Score -2523253 nChanged 354
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2523407.750000 Penalty: 3279.913086
	Iteration 20F: 3 clusters Score -2523408 nChanged 286
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Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2523484 nChanged 246
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2523540 nChanged 217
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Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2523578 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2523632 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2523666 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2523684 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2523704 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2523732 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2523747 nChanged 116
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Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2523776 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2523809.500000 Penalty: 3279.913086
	Iteration 31Q: 3 clusters Score -2523810 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2523816.500000 Penalty: 3279.913086
	Iteration 32Q: 3 clusters Score -2523816 nChanged 111
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Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2523836 nChanged 121
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Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2523860 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2523875 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2523891.750000 Penalty: 3279.913086
	Iteration 36Q: 3 clusters Score -2523892 nChanged 98
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Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2523909 nChanged 102
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Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2523928.250000 Penalty: 3279.913086
	Iteration 38Q: 3 clusters Score -2523928 nChanged 88
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Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2523940.500000 Penalty: 3279.913086
	Iteration 39Q: 3 clusters Score -2523940 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -2523942.250000 Penalty: 3279.913086
	Iteration 40F: 3 clusters Score -2523942 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2523951.500000 Penalty: 3279.913086
	Iteration 41Q: 3 clusters Score -2523952 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2523952 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2523971 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2523985 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2523986 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2523991.250000 Penalty: 3279.913086
	Iteration 46Q: 3 clusters Score -2523991 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2524000.750000 Penalty: 3279.913086
	Iteration 47Q: 3 clusters Score -2524001 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2524004.000000 Penalty: 3279.913086
	Iteration 48Q: 3 clusters Score -2524004 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2524005.500000 Penalty: 3279.913086
	Iteration 49Q: 3 clusters Score -2524006 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2524017.750000 Penalty: 3279.913086
	Iteration 50Q: 3 clusters Score -2524018 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -2524026.500000 Penalty: 3279.913086
	Iteration 51Q: 3 clusters Score -2524026 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2524029.000000 Penalty: 3279.913086
	Iteration 52Q: 3 clusters Score -2524029 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2524034.000000 Penalty: 3279.913086
	Iteration 53Q: 3 clusters Score -2524034 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2524045.000000 Penalty: 3279.913086
	Iteration 54Q: 3 clusters Score -2524045 nChanged 27
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Mstep: Class 1 contains 8510 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2524046 nChanged 26
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Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2524046 nChanged 34
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Mstep: Class 1 contains 8570 members 
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	Iteration 57Q: 3 clusters Score -2524046 nChanged 37
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Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2524046 nChanged 33
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Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2524047 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2524058.000000 Penalty: 3279.913086
	Iteration 60F: 3 clusters Score -2524058 nChanged 30
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Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -2524062.000000 Penalty: 3279.913086
	Iteration 61Q: 3 clusters Score -2524062 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2524061.500000 Penalty: 3279.913086
	Iteration 62Q: 3 clusters Score -2524062 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2524067.750000 Penalty: 3279.913086
	Iteration 63Q: 3 clusters Score -2524068 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2524066.250000 Penalty: 3279.913086
	Iteration 64Q: 3 clusters Score -2524066 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2524068 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2524068.750000 Penalty: 3279.913086
	Iteration 66Q: 3 clusters Score -2524069 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2524068 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2524076.500000 Penalty: 3279.913086
	Iteration 68Q: 3 clusters Score -2524076 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2524086.000000 Penalty: 3279.913086
	Iteration 69Q: 3 clusters Score -2524086 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2524085.750000 Penalty: 3279.913086
	Iteration 70Q: 3 clusters Score -2524086 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2524086 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2524086 nChanged 19
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Mstep: Class 1 contains 9060 members 
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Score: -2524093.000000 Penalty: 3279.913086
	Iteration 73Q: 3 clusters Score -2524093 nChanged 17
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Mstep: Class 1 contains 9077 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2524092 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2524088 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2524087 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2524086 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2524090 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2524092 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2524095.250000 Penalty: 3279.913086
	Iteration 80F: 3 clusters Score -2524095 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2524099 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2524100 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2524100 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2524104 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2524099 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2524100 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2524104 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2524109 nChanged 13
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Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2524108 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2524109 nChanged 10
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Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2524110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2524109 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9380 members 
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Entering Unmasked Estep 
Score: -2524103.750000 Penalty: 3279.913086
	Iteration 93Q: 3 clusters Score -2524104 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2524114.250000 Penalty: 3279.913086
	Iteration 94Q: 3 clusters Score -2524114 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2524111.250000 Penalty: 3279.913086
	Iteration 95Q: 3 clusters Score -2524111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2524115.000000 Penalty: 3279.913086
	Iteration 96Q: 3 clusters Score -2524115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2524110.500000 Penalty: 3279.913086
	Iteration 97Q: 3 clusters Score -2524110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2524110.750000 Penalty: 3279.913086
	Iteration 98Q: 3 clusters Score -2524111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2524109.500000 Penalty: 3279.913086
	Iteration 99Q: 3 clusters Score -2524110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2524110.250000 Penalty: 3279.913086
	Iteration 100F: 3 clusters Score -2524110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2524111.000000 Penalty: 3279.913086
	Iteration 101Q: 3 clusters Score -2524111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2524111.250000 Penalty: 3279.913086
	Iteration 102Q: 3 clusters Score -2524111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2524112.000000 Penalty: 3279.913086
	Iteration 103Q: 3 clusters Score -2524112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2524113.750000 Penalty: 3279.913086
	Iteration 104Q: 3 clusters Score -2524114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2524114.750000 Penalty: 3279.913086
	Iteration 105Q: 3 clusters Score -2524115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2524114.500000 Penalty: 3279.913086
	Iteration 106Q: 3 clusters Score -2524114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2524115.250000 Penalty: 3279.913086
	Iteration 107Q: 3 clusters Score -2524115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2524110.750000 Penalty: 3279.913086
	Iteration 108Q: 3 clusters Score -2524111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2524109.250000 Penalty: 3279.913086
	Iteration 109Q: 3 clusters Score -2524109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2524108.750000 Penalty: 3279.913086
	Iteration 110Q: 3 clusters Score -2524109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2524112.250000 Penalty: 3279.913086
	Iteration 111Q: 3 clusters Score -2524112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2524114.750000 Penalty: 3279.913086
	Iteration 112Q: 3 clusters Score -2524115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2524118.250000 Penalty: 3279.913086
	Iteration 113Q: 3 clusters Score -2524118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2524115.250000 Penalty: 3279.913086
	Iteration 114Q: 3 clusters Score -2524115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2524118.250000 Penalty: 3279.913086
	Iteration 115Q: 3 clusters Score -2524118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2524116.250000 Penalty: 3279.913086
	Iteration 116Q: 3 clusters Score -2524116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2524118.500000 Penalty: 3279.913086
	Iteration 117Q: 3 clusters Score -2524118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2524115.500000 Penalty: 3279.913086
	Iteration 118Q: 3 clusters Score -2524116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2524118.250000 Penalty: 3279.913086
	Iteration 119Q: 3 clusters Score -2524118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2524118.000000 Penalty: 3279.913086
	Iteration 120F: 3 clusters Score -2524118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2524116.000000 Penalty: 3279.913086
	Iteration 121Q: 3 clusters Score -2524116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2524119.750000 Penalty: 3279.913086
	Iteration 122Q: 3 clusters Score -2524120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2524116.000000 Penalty: 3279.913086
	Iteration 123Q: 3 clusters Score -2524116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2524116.500000 Penalty: 3279.913086
	Iteration 124Q: 3 clusters Score -2524116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2524116.500000 Penalty: 3279.913086
	Iteration 125Q: 3 clusters Score -2524116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2524122.750000 Penalty: 3279.913086
	Iteration 126Q: 3 clusters Score -2524123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2524122.000000 Penalty: 3279.913086
	Iteration 127Q: 3 clusters Score -2524122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2524119.250000 Penalty: 3279.913086
	Iteration 128Q: 3 clusters Score -2524119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2524122.500000 Penalty: 3279.913086
	Iteration 129Q: 3 clusters Score -2524122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2524121.500000 Penalty: 3279.913086
	Iteration 130Q: 3 clusters Score -2524122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2524121.500000 Penalty: 3279.913086
	Iteration 131Q: 3 clusters Score -2524122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2524123.000000 Penalty: 3279.913086
	Iteration 132Q: 3 clusters Score -2524123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2524120.000000 Penalty: 3279.913086
	Iteration 133Q: 3 clusters Score -2524120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2524120.000000 Penalty: 3279.913086
	Iteration 134F: 3 clusters Score -2524120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (132576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132576 members 
Entering Unmasked Estep 
Score: -14218907.000000 Penalty: 1916.673096
	Iteration 0F: 2 clusters Score -1.421891e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66530 members 
Mstep: Class 2 contains 66046 members 
Entering Unmasked Estep 
Score: -14130472.000000 Penalty: 3833.346191
	Iteration 0F: 3 clusters Score -1.413047e+07 nChanged 63840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69234 members 
Mstep: Class 2 contains 63342 members 
Entering Unmasked Estep 
Score: -14167587.000000 Penalty: 3833.346191
	Iteration 1F: 3 clusters Score -1.416759e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70746 members 
Mstep: Class 2 contains 61830 members 
Entering Unmasked Estep 
Score: -14168510.000000 Penalty: 3833.346191
	Iteration 2Q: 3 clusters Score -1.416851e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73017 members 
Mstep: Class 2 contains 59559 members 
Entering Unmasked Estep 
Score: -14169747.000000 Penalty: 3833.346191
	Iteration 3Q: 3 clusters Score -1.416975e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76435 members 
Mstep: Class 2 contains 56141 members 
Entering Unmasked Estep 
Score: -14171641.000000 Penalty: 3833.346191
	Iteration 4Q: 3 clusters Score -1.417164e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81312 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -14175011.000000 Penalty: 3833.346191
	Iteration 5Q: 3 clusters Score -1.417501e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88128 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -14180608.000000 Penalty: 3833.346191
	Iteration 6F: 3 clusters Score -1.418061e+07 nChanged 9248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96858 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -14188486.000000 Penalty: 3833.346191
	Iteration 7F: 3 clusters Score -1.418849e+07 nChanged 9591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106117 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -14197269.000000 Penalty: 3833.346191
	Iteration 8F: 3 clusters Score -1.419727e+07 nChanged 8520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114441 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -14204801.000000 Penalty: 3833.346191
	Iteration 9F: 3 clusters Score -1.42048e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120805 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -14210157.000000 Penalty: 3833.346191
	Iteration 10Q: 3 clusters Score -1.421016e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125148 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -14213522.000000 Penalty: 3833.346191
	Iteration 11Q: 3 clusters Score -1.421352e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127721 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -14215168.000000 Penalty: 3833.346191
	Iteration 12Q: 3 clusters Score -1.421517e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129203 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -14216091.000000 Penalty: 3833.346191
	Iteration 13Q: 3 clusters Score -1.421609e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130108 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -14216568.000000 Penalty: 3833.346191
	Iteration 14Q: 3 clusters Score -1.421657e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130632 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -14216852.000000 Penalty: 3833.346191
	Iteration 15Q: 3 clusters Score -1.421685e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130954 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -14216981.000000 Penalty: 3833.346191
	Iteration 16Q: 3 clusters Score -1.421698e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131156 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -14217062.000000 Penalty: 3833.346191
	Iteration 17Q: 3 clusters Score -1.421706e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131299 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -14217162.000000 Penalty: 3833.346191
	Iteration 18Q: 3 clusters Score -1.421716e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131410 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -14217238.000000 Penalty: 3833.346191
	Iteration 19Q: 3 clusters Score -1.421724e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131498 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -14217265.000000 Penalty: 3833.346191
	Iteration 20F: 3 clusters Score -1.421726e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131562 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -14217307.000000 Penalty: 3833.346191
	Iteration 21Q: 3 clusters Score -1.421731e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131611 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -14217334.000000 Penalty: 3833.346191
	Iteration 22Q: 3 clusters Score -1.421733e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131645 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -14217330.000000 Penalty: 3833.346191
	Iteration 23Q: 3 clusters Score -1.421733e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131666 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -14217354.000000 Penalty: 3833.346191
	Iteration 24Q: 3 clusters Score -1.421735e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131693 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -14217375.000000 Penalty: 3833.346191
	Iteration 25Q: 3 clusters Score -1.421738e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131705 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -14217387.000000 Penalty: 3833.346191
	Iteration 26Q: 3 clusters Score -1.421739e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131731 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -14217398.000000 Penalty: 3833.346191
	Iteration 27Q: 3 clusters Score -1.42174e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131747 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -14217408.000000 Penalty: 3833.346191
	Iteration 28Q: 3 clusters Score -1.421741e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131756 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -14217405.000000 Penalty: 3833.346191
	Iteration 29Q: 3 clusters Score -1.42174e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131765 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -14217417.000000 Penalty: 3833.346191
	Iteration 30Q: 3 clusters Score -1.421742e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131772 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -14217422.000000 Penalty: 3833.346191
	Iteration 31Q: 3 clusters Score -1.421742e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131778 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -14217438.000000 Penalty: 3833.346191
	Iteration 32Q: 3 clusters Score -1.421744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131784 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -14217438.000000 Penalty: 3833.346191
	Iteration 33Q: 3 clusters Score -1.421744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131788 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -14217434.000000 Penalty: 3833.346191
	Iteration 34Q: 3 clusters Score -1.421743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131794 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -14217425.000000 Penalty: 3833.346191
	Iteration 35Q: 3 clusters Score -1.421742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131797 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -14217429.000000 Penalty: 3833.346191
	Iteration 36Q: 3 clusters Score -1.421743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131798 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -14217433.000000 Penalty: 3833.346191
	Iteration 37Q: 3 clusters Score -1.421743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131801 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -14217429.000000 Penalty: 3833.346191
	Iteration 38Q: 3 clusters Score -1.421743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131803 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -14217448.000000 Penalty: 3833.346191
	Iteration 39Q: 3 clusters Score -1.421745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131806 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -14217446.000000 Penalty: 3833.346191
	Iteration 40F: 3 clusters Score -1.421745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131807 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -14217445.000000 Penalty: 3833.346191
	Iteration 41Q: 3 clusters Score -1.421744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131808 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -14217437.000000 Penalty: 3833.346191
	Iteration 42Q: 3 clusters Score -1.421744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131808 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -14217445.000000 Penalty: 3833.346191
	Iteration 43Q: 3 clusters Score -1.421744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131809 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -14217455.000000 Penalty: 3833.346191
	Iteration 44Q: 3 clusters Score -1.421746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131808 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -14217453.000000 Penalty: 3833.346191
	Iteration 45Q: 3 clusters Score -1.421745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131812 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -14217446.000000 Penalty: 3833.346191
	Iteration 46Q: 3 clusters Score -1.421745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131814 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -14217455.000000 Penalty: 3833.346191
	Iteration 47Q: 3 clusters Score -1.421746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131813 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -14217457.000000 Penalty: 3833.346191
	Iteration 48Q: 3 clusters Score -1.421746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131812 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -14217460.000000 Penalty: 3833.346191
	Iteration 49Q: 3 clusters Score -1.421746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131811 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -14217456.000000 Penalty: 3833.346191
	Iteration 50Q: 3 clusters Score -1.421746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131811 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -14217456.000000 Penalty: 3833.346191
	Iteration 51F: 3 clusters Score -1.421746e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Entering Unmasked Estep 
Score: -241458.890625 Penalty: 1266.591797
	Iteration 0F: 2 clusters Score -241458.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -239112.890625 Penalty: 2533.183594
	Iteration 0F: 3 clusters Score -239112.9 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -239683.953125 Penalty: 2533.183594
	Iteration 1F: 3 clusters Score -239684 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -239966.968750 Penalty: 2533.183594
	Iteration 2F: 3 clusters Score -239967 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -240243.375000 Penalty: 2533.183594
	Iteration 3F: 3 clusters Score -240243.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -240423.484375 Penalty: 2533.183594
	Iteration 4F: 3 clusters Score -240423.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -240551.734375 Penalty: 2533.183594
	Iteration 5F: 3 clusters Score -240551.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -240644.312500 Penalty: 2533.183594
	Iteration 6Q: 3 clusters Score -240644.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -240720.750000 Penalty: 2533.183594
	Iteration 7Q: 3 clusters Score -240720.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -240791.390625 Penalty: 2533.183594
	Iteration 8Q: 3 clusters Score -240791.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -240842.234375 Penalty: 2533.183594
	Iteration 9Q: 3 clusters Score -240842.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -240892.062500 Penalty: 2533.183594
	Iteration 10Q: 3 clusters Score -240892.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -240924.640625 Penalty: 2533.183594
	Iteration 11Q: 3 clusters Score -240924.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -240940.187500 Penalty: 2533.183594
	Iteration 12Q: 3 clusters Score -240940.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -240947.671875 Penalty: 2533.183594
	Iteration 13Q: 3 clusters Score -240947.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -240952.562500 Penalty: 2533.183594
	Iteration 14Q: 3 clusters Score -240952.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -240958.953125 Penalty: 2533.183594
	Iteration 15Q: 3 clusters Score -240959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -240966.187500 Penalty: 2533.183594
	Iteration 16Q: 3 clusters Score -240966.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -240971.546875 Penalty: 2533.183594
	Iteration 17Q: 3 clusters Score -240971.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -240977.234375 Penalty: 2533.183594
	Iteration 18Q: 3 clusters Score -240977.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -240982.796875 Penalty: 2533.183594
	Iteration 19Q: 3 clusters Score -240982.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -240986.921875 Penalty: 2533.183594
	Iteration 20F: 3 clusters Score -240986.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -240991.687500 Penalty: 2533.183594
	Iteration 21Q: 3 clusters Score -240991.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -240995.406250 Penalty: 2533.183594
	Iteration 22Q: 3 clusters Score -240995.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -241003.234375 Penalty: 2533.183594
	Iteration 23Q: 3 clusters Score -241003.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -241007.578125 Penalty: 2533.183594
	Iteration 24Q: 3 clusters Score -241007.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -241012.937500 Penalty: 2533.183594
	Iteration 25Q: 3 clusters Score -241012.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -241021.109375 Penalty: 2533.183594
	Iteration 26Q: 3 clusters Score -241021.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -241026.718750 Penalty: 2533.183594
	Iteration 27Q: 3 clusters Score -241026.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -241038.125000 Penalty: 2533.183594
	Iteration 28Q: 3 clusters Score -241038.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -241046.484375 Penalty: 2533.183594
	Iteration 29Q: 3 clusters Score -241046.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -241055.593750 Penalty: 2533.183594
	Iteration 30Q: 3 clusters Score -241055.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -241064.250000 Penalty: 2533.183594
	Iteration 31Q: 3 clusters Score -241064.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -241073.515625 Penalty: 2533.183594
	Iteration 32Q: 3 clusters Score -241073.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -241087.234375 Penalty: 2533.183594
	Iteration 33Q: 3 clusters Score -241087.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -241103.015625 Penalty: 2533.183594
	Iteration 34Q: 3 clusters Score -241103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -241118.265625 Penalty: 2533.183594
	Iteration 35Q: 3 clusters Score -241118.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -241131.765625 Penalty: 2533.183594
	Iteration 36Q: 3 clusters Score -241131.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -241148.578125 Penalty: 2533.183594
	Iteration 37Q: 3 clusters Score -241148.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -241165.140625 Penalty: 2533.183594
	Iteration 38Q: 3 clusters Score -241165.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -241177.562500 Penalty: 2533.183594
	Iteration 39Q: 3 clusters Score -241177.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -241191.921875 Penalty: 2533.183594
	Iteration 40F: 3 clusters Score -241191.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -241204.968750 Penalty: 2533.183594
	Iteration 41Q: 3 clusters Score -241205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -241218.562500 Penalty: 2533.183594
	Iteration 42Q: 3 clusters Score -241218.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -241228.406250 Penalty: 2533.183594
	Iteration 43Q: 3 clusters Score -241228.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -241241.875000 Penalty: 2533.183594
	Iteration 44Q: 3 clusters Score -241241.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -241256.828125 Penalty: 2533.183594
	Iteration 45Q: 3 clusters Score -241256.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -241271.609375 Penalty: 2533.183594
	Iteration 46Q: 3 clusters Score -241271.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -241282.484375 Penalty: 2533.183594
	Iteration 47Q: 3 clusters Score -241282.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -241288.578125 Penalty: 2533.183594
	Iteration 48Q: 3 clusters Score -241288.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -241290.546875 Penalty: 2533.183594
	Iteration 49Q: 3 clusters Score -241290.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -241291.609375 Penalty: 2533.183594
	Iteration 50Q: 3 clusters Score -241291.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -241291.937500 Penalty: 2533.183594
	Iteration 51Q: 3 clusters Score -241291.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -241292.250000 Penalty: 2533.183594
	Iteration 52Q: 3 clusters Score -241292.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -241292.250000 Penalty: 2533.183594
	Iteration 53F: 3 clusters Score -241292.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Entering Unmasked Estep 
Score: -3339247.250000 Penalty: 1682.336914
	Iteration 0F: 2 clusters Score -3339247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3318069.000000 Penalty: 3364.673828
	Iteration 0F: 3 clusters Score -3318069 nChanged 14426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -3326218.250000 Penalty: 3364.673828
	Iteration 1F: 3 clusters Score -3326218 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -3326680.750000 Penalty: 3364.673828
	Iteration 2Q: 3 clusters Score -3326681 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -3327225.500000 Penalty: 3364.673828
	Iteration 3Q: 3 clusters Score -3327226 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -3328017.250000 Penalty: 3364.673828
	Iteration 4F: 3 clusters Score -3328017 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -3329043.000000 Penalty: 3364.673828
	Iteration 5F: 3 clusters Score -3329043 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -3330297.250000 Penalty: 3364.673828
	Iteration 6F: 3 clusters Score -3330297 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -3331638.250000 Penalty: 3364.673828
	Iteration 7F: 3 clusters Score -3331638 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -3333030.000000 Penalty: 3364.673828
	Iteration 8F: 3 clusters Score -3333030 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -3334284.500000 Penalty: 3364.673828
	Iteration 9Q: 3 clusters Score -3334284 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -3335247.500000 Penalty: 3364.673828
	Iteration 10Q: 3 clusters Score -3335248 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -3335911.750000 Penalty: 3364.673828
	Iteration 11Q: 3 clusters Score -3335912 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -3336299.500000 Penalty: 3364.673828
	Iteration 12Q: 3 clusters Score -3336300 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -3336518.750000 Penalty: 3364.673828
	Iteration 13Q: 3 clusters Score -3336519 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -3336674.000000 Penalty: 3364.673828
	Iteration 14Q: 3 clusters Score -3336674 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3336809.000000 Penalty: 3364.673828
	Iteration 15Q: 3 clusters Score -3336809 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -3336896.000000 Penalty: 3364.673828
	Iteration 16Q: 3 clusters Score -3336896 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3336966.750000 Penalty: 3364.673828
	Iteration 17Q: 3 clusters Score -3336967 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3337037.500000 Penalty: 3364.673828
	Iteration 18Q: 3 clusters Score -3337038 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3337089.750000 Penalty: 3364.673828
	Iteration 19Q: 3 clusters Score -3337090 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3337136.000000 Penalty: 3364.673828
	Iteration 20F: 3 clusters Score -3337136 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3337182.250000 Penalty: 3364.673828
	Iteration 21Q: 3 clusters Score -3337182 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3337217.250000 Penalty: 3364.673828
	Iteration 22Q: 3 clusters Score -3337217 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3337249.250000 Penalty: 3364.673828
	Iteration 23Q: 3 clusters Score -3337249 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3337291.750000 Penalty: 3364.673828
	Iteration 24Q: 3 clusters Score -3337292 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3337323.000000 Penalty: 3364.673828
	Iteration 25Q: 3 clusters Score -3337323 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3337359.000000 Penalty: 3364.673828
	Iteration 26Q: 3 clusters Score -3337359 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3337397.250000 Penalty: 3364.673828
	Iteration 27Q: 3 clusters Score -3337397 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3337437.500000 Penalty: 3364.673828
	Iteration 28Q: 3 clusters Score -3337438 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3337475.000000 Penalty: 3364.673828
	Iteration 29Q: 3 clusters Score -3337475 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3337495.250000 Penalty: 3364.673828
	Iteration 30Q: 3 clusters Score -3337495 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3337521.000000 Penalty: 3364.673828
	Iteration 31Q: 3 clusters Score -3337521 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3337543.000000 Penalty: 3364.673828
	Iteration 32Q: 3 clusters Score -3337543 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3337566.750000 Penalty: 3364.673828
	Iteration 33Q: 3 clusters Score -3337567 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3337592.000000 Penalty: 3364.673828
	Iteration 34Q: 3 clusters Score -3337592 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3337610.750000 Penalty: 3364.673828
	Iteration 35Q: 3 clusters Score -3337611 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3337623.000000 Penalty: 3364.673828
	Iteration 36Q: 3 clusters Score -3337623 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3337641.250000 Penalty: 3364.673828
	Iteration 37Q: 3 clusters Score -3337641 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3337652.500000 Penalty: 3364.673828
	Iteration 38Q: 3 clusters Score -3337652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3337664.500000 Penalty: 3364.673828
	Iteration 39Q: 3 clusters Score -3337664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3337675.250000 Penalty: 3364.673828
	Iteration 40F: 3 clusters Score -3337675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3337688.000000 Penalty: 3364.673828
	Iteration 41Q: 3 clusters Score -3337688 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3337715.000000 Penalty: 3364.673828
	Iteration 42Q: 3 clusters Score -3337715 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3337735.750000 Penalty: 3364.673828
	Iteration 43Q: 3 clusters Score -3337736 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3337757.000000 Penalty: 3364.673828
	Iteration 44Q: 3 clusters Score -3337757 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3337767.500000 Penalty: 3364.673828
	Iteration 45Q: 3 clusters Score -3337768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3337779.250000 Penalty: 3364.673828
	Iteration 46Q: 3 clusters Score -3337779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3337788.250000 Penalty: 3364.673828
	Iteration 47Q: 3 clusters Score -3337788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3337796.250000 Penalty: 3364.673828
	Iteration 48Q: 3 clusters Score -3337796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3337800.500000 Penalty: 3364.673828
	Iteration 49Q: 3 clusters Score -3337800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3337798.250000 Penalty: 3364.673828
	Iteration 50Q: 3 clusters Score -3337798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3337805.750000 Penalty: 3364.673828
	Iteration 51Q: 3 clusters Score -3337806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3337813.000000 Penalty: 3364.673828
	Iteration 52Q: 3 clusters Score -3337813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3337818.000000 Penalty: 3364.673828
	Iteration 53Q: 3 clusters Score -3337818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3337820.000000 Penalty: 3364.673828
	Iteration 54Q: 3 clusters Score -3337820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3337823.000000 Penalty: 3364.673828
	Iteration 55Q: 3 clusters Score -3337823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3337823.750000 Penalty: 3364.673828
	Iteration 56Q: 3 clusters Score -3337824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3337823.750000 Penalty: 3364.673828
	Iteration 57Q: 3 clusters Score -3337824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3337821.750000 Penalty: 3364.673828
	Iteration 58Q: 3 clusters Score -3337822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3337823.750000 Penalty: 3364.673828
	Iteration 59Q: 3 clusters Score -3337824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3337823.750000 Penalty: 3364.673828
	Iteration 60F: 3 clusters Score -3337824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3337824.750000 Penalty: 3364.673828
	Iteration 61Q: 3 clusters Score -3337825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3337824.750000 Penalty: 3364.673828
	Iteration 62F: 3 clusters Score -3337825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Entering Unmasked Estep 
Score: -1884500.375000 Penalty: 1591.888306
	Iteration 0F: 2 clusters Score -1884500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1872231.000000 Penalty: 3183.776611
	Iteration 0F: 3 clusters Score -1872231 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1876759.625000 Penalty: 3183.776611
	Iteration 1F: 3 clusters Score -1876760 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1877244.250000 Penalty: 3183.776611
	Iteration 2F: 3 clusters Score -1877244 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1877756.875000 Penalty: 3183.776611
	Iteration 3F: 3 clusters Score -1877757 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1878281.750000 Penalty: 3183.776611
	Iteration 4F: 3 clusters Score -1878282 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1878884.500000 Penalty: 3183.776611
	Iteration 5F: 3 clusters Score -1878884 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1879543.750000 Penalty: 3183.776611
	Iteration 6F: 3 clusters Score -1879544 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1880181.000000 Penalty: 3183.776611
	Iteration 7F: 3 clusters Score -1880181 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1880745.125000 Penalty: 3183.776611
	Iteration 8Q: 3 clusters Score -1880745 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1881186.625000 Penalty: 3183.776611
	Iteration 9Q: 3 clusters Score -1881187 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1881501.625000 Penalty: 3183.776611
	Iteration 10Q: 3 clusters Score -1881502 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1881730.125000 Penalty: 3183.776611
	Iteration 11Q: 3 clusters Score -1881730 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -1881931.000000 Penalty: 3183.776611
	Iteration 12Q: 3 clusters Score -1881931 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -1882109.625000 Penalty: 3183.776611
	Iteration 13Q: 3 clusters Score -1882110 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -1882237.875000 Penalty: 3183.776611
	Iteration 14Q: 3 clusters Score -1882238 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -1882359.375000 Penalty: 3183.776611
	Iteration 15Q: 3 clusters Score -1882359 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -1882460.375000 Penalty: 3183.776611
	Iteration 16Q: 3 clusters Score -1882460 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -1882544.875000 Penalty: 3183.776611
	Iteration 17Q: 3 clusters Score -1882545 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -1882630.375000 Penalty: 3183.776611
	Iteration 18Q: 3 clusters Score -1882630 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -1882682.125000 Penalty: 3183.776611
	Iteration 19Q: 3 clusters Score -1882682 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -1882725.875000 Penalty: 3183.776611
	Iteration 20F: 3 clusters Score -1882726 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -1882782.875000 Penalty: 3183.776611
	Iteration 21Q: 3 clusters Score -1882783 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -1882820.875000 Penalty: 3183.776611
	Iteration 22Q: 3 clusters Score -1882821 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -1882870.000000 Penalty: 3183.776611
	Iteration 23Q: 3 clusters Score -1882870 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -1882924.250000 Penalty: 3183.776611
	Iteration 24Q: 3 clusters Score -1882924 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -1882964.625000 Penalty: 3183.776611
	Iteration 25Q: 3 clusters Score -1882965 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -1882998.125000 Penalty: 3183.776611
	Iteration 26Q: 3 clusters Score -1882998 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -1883031.500000 Penalty: 3183.776611
	Iteration 27Q: 3 clusters Score -1883032 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -1883056.125000 Penalty: 3183.776611
	Iteration 28Q: 3 clusters Score -1883056 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -1883083.875000 Penalty: 3183.776611
	Iteration 29Q: 3 clusters Score -1883084 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -1883110.500000 Penalty: 3183.776611
	Iteration 30Q: 3 clusters Score -1883110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -1883126.125000 Penalty: 3183.776611
	Iteration 31Q: 3 clusters Score -1883126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -1883143.250000 Penalty: 3183.776611
	Iteration 32Q: 3 clusters Score -1883143 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -1883161.125000 Penalty: 3183.776611
	Iteration 33Q: 3 clusters Score -1883161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -1883175.750000 Penalty: 3183.776611
	Iteration 34Q: 3 clusters Score -1883176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -1883185.250000 Penalty: 3183.776611
	Iteration 35Q: 3 clusters Score -1883185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -1883195.125000 Penalty: 3183.776611
	Iteration 36Q: 3 clusters Score -1883195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -1883198.250000 Penalty: 3183.776611
	Iteration 37Q: 3 clusters Score -1883198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -1883206.500000 Penalty: 3183.776611
	Iteration 38Q: 3 clusters Score -1883206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -1883211.875000 Penalty: 3183.776611
	Iteration 39Q: 3 clusters Score -1883212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -1883213.875000 Penalty: 3183.776611
	Iteration 40F: 3 clusters Score -1883214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -1883215.250000 Penalty: 3183.776611
	Iteration 41Q: 3 clusters Score -1883215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -1883218.125000 Penalty: 3183.776611
	Iteration 42Q: 3 clusters Score -1883218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -1883218.125000 Penalty: 3183.776611
	Iteration 43F: 3 clusters Score -1883218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Entering Unmasked Estep 
Score: -388279.625000 Penalty: 1338.116821
	Iteration 0F: 2 clusters Score -388279.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -385056.906250 Penalty: 2676.233643
	Iteration 0F: 3 clusters Score -385056.9 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -385935.406250 Penalty: 2676.233643
	Iteration 1F: 3 clusters Score -385935.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -386087.937500 Penalty: 2676.233643
	Iteration 2F: 3 clusters Score -386087.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -386175.000000 Penalty: 2676.233643
	Iteration 3Q: 3 clusters Score -386175 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -386247.500000 Penalty: 2676.233643
	Iteration 4Q: 3 clusters Score -386247.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -386321.312500 Penalty: 2676.233643
	Iteration 5Q: 3 clusters Score -386321.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -386387.125000 Penalty: 2676.233643
	Iteration 6Q: 3 clusters Score -386387.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -386447.937500 Penalty: 2676.233643
	Iteration 7Q: 3 clusters Score -386447.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -386512.156250 Penalty: 2676.233643
	Iteration 8Q: 3 clusters Score -386512.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -386565.375000 Penalty: 2676.233643
	Iteration 9Q: 3 clusters Score -386565.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -386615.406250 Penalty: 2676.233643
	Iteration 10Q: 3 clusters Score -386615.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -386651.437500 Penalty: 2676.233643
	Iteration 11Q: 3 clusters Score -386651.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -386689.906250 Penalty: 2676.233643
	Iteration 12Q: 3 clusters Score -386689.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -386725.093750 Penalty: 2676.233643
	Iteration 13Q: 3 clusters Score -386725.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -386754.093750 Penalty: 2676.233643
	Iteration 14Q: 3 clusters Score -386754.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -386783.718750 Penalty: 2676.233643
	Iteration 15Q: 3 clusters Score -386783.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -386811.343750 Penalty: 2676.233643
	Iteration 16Q: 3 clusters Score -386811.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -386830.218750 Penalty: 2676.233643
	Iteration 17Q: 3 clusters Score -386830.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -386854.406250 Penalty: 2676.233643
	Iteration 18Q: 3 clusters Score -386854.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -386888.500000 Penalty: 2676.233643
	Iteration 19Q: 3 clusters Score -386888.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -386928.968750 Penalty: 2676.233643
	Iteration 20F: 3 clusters Score -386929 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -386979.718750 Penalty: 2676.233643
	Iteration 21Q: 3 clusters Score -386979.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -387034.062500 Penalty: 2676.233643
	Iteration 22Q: 3 clusters Score -387034.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -387079.406250 Penalty: 2676.233643
	Iteration 23Q: 3 clusters Score -387079.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -387118.156250 Penalty: 2676.233643
	Iteration 24Q: 3 clusters Score -387118.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -387153.875000 Penalty: 2676.233643
	Iteration 25Q: 3 clusters Score -387153.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -387177.406250 Penalty: 2676.233643
	Iteration 26Q: 3 clusters Score -387177.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -387196.531250 Penalty: 2676.233643
	Iteration 27Q: 3 clusters Score -387196.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -387213.843750 Penalty: 2676.233643
	Iteration 28Q: 3 clusters Score -387213.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -387227.875000 Penalty: 2676.233643
	Iteration 29Q: 3 clusters Score -387227.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -387239.906250 Penalty: 2676.233643
	Iteration 30Q: 3 clusters Score -387239.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -387249.562500 Penalty: 2676.233643
	Iteration 31Q: 3 clusters Score -387249.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -387256.906250 Penalty: 2676.233643
	Iteration 32Q: 3 clusters Score -387256.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -387262.843750 Penalty: 2676.233643
	Iteration 33Q: 3 clusters Score -387262.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -387266.312500 Penalty: 2676.233643
	Iteration 34Q: 3 clusters Score -387266.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -387267.468750 Penalty: 2676.233643
	Iteration 35Q: 3 clusters Score -387267.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -387269.156250 Penalty: 2676.233643
	Iteration 36Q: 3 clusters Score -387269.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -387269.968750 Penalty: 2676.233643
	Iteration 37Q: 3 clusters Score -387270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -387270.437500 Penalty: 2676.233643
	Iteration 38Q: 3 clusters Score -387270.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -387271.312500 Penalty: 2676.233643
	Iteration 39Q: 3 clusters Score -387271.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -387272.750000 Penalty: 2676.233643
	Iteration 40F: 3 clusters Score -387272.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -387275.312500 Penalty: 2676.233643
	Iteration 41Q: 3 clusters Score -387275.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -387278.343750 Penalty: 2676.233643
	Iteration 42Q: 3 clusters Score -387278.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -387280.031250 Penalty: 2676.233643
	Iteration 43Q: 3 clusters Score -387280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -387281.187500 Penalty: 2676.233643
	Iteration 44Q: 3 clusters Score -387281.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -387282.656250 Penalty: 2676.233643
	Iteration 45Q: 3 clusters Score -387282.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -387282.718750 Penalty: 2676.233643
	Iteration 46Q: 3 clusters Score -387282.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -387284.000000 Penalty: 2676.233643
	Iteration 47Q: 3 clusters Score -387284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -387284.093750 Penalty: 2676.233643
	Iteration 48Q: 3 clusters Score -387284.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -387284.093750 Penalty: 2676.233643
	Iteration 49F: 3 clusters Score -387284.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Entering Unmasked Estep 
Score: -635187.562500 Penalty: 1418.211304
	Iteration 0F: 2 clusters Score -635187.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -630435.250000 Penalty: 2836.422607
	Iteration 0F: 3 clusters Score -630435.2 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -631820.250000 Penalty: 2836.422607
	Iteration 1F: 3 clusters Score -631820.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -632055.437500 Penalty: 2836.422607
	Iteration 2F: 3 clusters Score -632055.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -632303.437500 Penalty: 2836.422607
	Iteration 3F: 3 clusters Score -632303.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -632618.875000 Penalty: 2836.422607
	Iteration 4F: 3 clusters Score -632618.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -632970.562500 Penalty: 2836.422607
	Iteration 5F: 3 clusters Score -632970.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -633288.062500 Penalty: 2836.422607
	Iteration 6F: 3 clusters Score -633288.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -633540.312500 Penalty: 2836.422607
	Iteration 7F: 3 clusters Score -633540.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -633752.062500 Penalty: 2836.422607
	Iteration 8F: 3 clusters Score -633752.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -633881.125000 Penalty: 2836.422607
	Iteration 9Q: 3 clusters Score -633881.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -633977.562500 Penalty: 2836.422607
	Iteration 10Q: 3 clusters Score -633977.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -634047.500000 Penalty: 2836.422607
	Iteration 11Q: 3 clusters Score -634047.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -634102.500000 Penalty: 2836.422607
	Iteration 12Q: 3 clusters Score -634102.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -634136.562500 Penalty: 2836.422607
	Iteration 13Q: 3 clusters Score -634136.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -634159.437500 Penalty: 2836.422607
	Iteration 14Q: 3 clusters Score -634159.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -634171.437500 Penalty: 2836.422607
	Iteration 15Q: 3 clusters Score -634171.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -634178.437500 Penalty: 2836.422607
	Iteration 16Q: 3 clusters Score -634178.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -634182.625000 Penalty: 2836.422607
	Iteration 17Q: 3 clusters Score -634182.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -634186.062500 Penalty: 2836.422607
	Iteration 18Q: 3 clusters Score -634186.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -634191.937500 Penalty: 2836.422607
	Iteration 19Q: 3 clusters Score -634191.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -634194.500000 Penalty: 2836.422607
	Iteration 20F: 3 clusters Score -634194.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -634194.437500 Penalty: 2836.422607
	Iteration 21Q: 3 clusters Score -634194.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -634194.750000 Penalty: 2836.422607
	Iteration 22Q: 3 clusters Score -634194.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -634194.500000 Penalty: 2836.422607
	Iteration 23Q: 3 clusters Score -634194.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -634195.375000 Penalty: 2836.422607
	Iteration 24Q: 3 clusters Score -634195.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -634195.937500 Penalty: 2836.422607
	Iteration 25Q: 3 clusters Score -634195.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -634195.937500 Penalty: 2836.422607
	Iteration 26F: 3 clusters Score -634195.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Entering Unmasked Estep 
Score: -2601626.750000 Penalty: 1642.294556
	Iteration 0F: 2 clusters Score -2601627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2584953.000000 Penalty: 3284.589111
	Iteration 0F: 3 clusters Score -2584953 nChanged 11257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2591217.250000 Penalty: 3284.589111
	Iteration 1F: 3 clusters Score -2591217 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2591707.500000 Penalty: 3284.589111
	Iteration 2F: 3 clusters Score -2591708 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2592240.750000 Penalty: 3284.589111
	Iteration 3Q: 3 clusters Score -2592241 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2592884.500000 Penalty: 3284.589111
	Iteration 4F: 3 clusters Score -2592884 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2593798.000000 Penalty: 3284.589111
	Iteration 5F: 3 clusters Score -2593798 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2594938.500000 Penalty: 3284.589111
	Iteration 6F: 3 clusters Score -2594938 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2596280.250000 Penalty: 3284.589111
	Iteration 7F: 3 clusters Score -2596280 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2597742.000000 Penalty: 3284.589111
	Iteration 8F: 3 clusters Score -2597742 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -2598910.000000 Penalty: 3284.589111
	Iteration 9Q: 3 clusters Score -2598910 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -2599712.500000 Penalty: 3284.589111
	Iteration 10Q: 3 clusters Score -2599712 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -2600181.750000 Penalty: 3284.589111
	Iteration 11Q: 3 clusters Score -2600182 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -2600411.750000 Penalty: 3284.589111
	Iteration 12Q: 3 clusters Score -2600412 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -2600521.250000 Penalty: 3284.589111
	Iteration 13Q: 3 clusters Score -2600521 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -2600584.000000 Penalty: 3284.589111
	Iteration 14Q: 3 clusters Score -2600584 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -2600617.000000 Penalty: 3284.589111
	Iteration 15Q: 3 clusters Score -2600617 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -2600636.250000 Penalty: 3284.589111
	Iteration 16Q: 3 clusters Score -2600636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -2600650.250000 Penalty: 3284.589111
	Iteration 17Q: 3 clusters Score -2600650 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -2600661.750000 Penalty: 3284.589111
	Iteration 18Q: 3 clusters Score -2600662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -2600674.500000 Penalty: 3284.589111
	Iteration 19Q: 3 clusters Score -2600674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -2600686.750000 Penalty: 3284.589111
	Iteration 20F: 3 clusters Score -2600687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -2600691.250000 Penalty: 3284.589111
	Iteration 21Q: 3 clusters Score -2600691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -2600694.750000 Penalty: 3284.589111
	Iteration 22Q: 3 clusters Score -2600695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -2600697.500000 Penalty: 3284.589111
	Iteration 23Q: 3 clusters Score -2600698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -2600697.250000 Penalty: 3284.589111
	Iteration 24Q: 3 clusters Score -2600697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -2600697.250000 Penalty: 3284.589111
	Iteration 25Q: 3 clusters Score -2600697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -2600697.750000 Penalty: 3284.589111
	Iteration 26Q: 3 clusters Score -2600698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -2600698.250000 Penalty: 3284.589111
	Iteration 27Q: 3 clusters Score -2600698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -2600699.250000 Penalty: 3284.589111
	Iteration 28Q: 3 clusters Score -2600699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -2600700.750000 Penalty: 3284.589111
	Iteration 29Q: 3 clusters Score -2600701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -2600700.750000 Penalty: 3284.589111
	Iteration 30F: 3 clusters Score -2600701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Entering Unmasked Estep 
Score: -622197.812500 Penalty: 1415.019653
	Iteration 0F: 2 clusters Score -622197.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -617562.812500 Penalty: 2830.039307
	Iteration 0F: 3 clusters Score -617562.8 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -619047.000000 Penalty: 2830.039307
	Iteration 1F: 3 clusters Score -619047 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -619381.125000 Penalty: 2830.039307
	Iteration 2F: 3 clusters Score -619381.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -619674.750000 Penalty: 2830.039307
	Iteration 3F: 3 clusters Score -619674.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -619979.062500 Penalty: 2830.039307
	Iteration 4F: 3 clusters Score -619979.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -620257.750000 Penalty: 2830.039307
	Iteration 5F: 3 clusters Score -620257.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -620500.000000 Penalty: 2830.039307
	Iteration 6F: 3 clusters Score -620500 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -620688.125000 Penalty: 2830.039307
	Iteration 7F: 3 clusters Score -620688.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -620805.750000 Penalty: 2830.039307
	Iteration 8Q: 3 clusters Score -620805.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -620884.500000 Penalty: 2830.039307
	Iteration 9Q: 3 clusters Score -620884.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -620942.187500 Penalty: 2830.039307
	Iteration 10Q: 3 clusters Score -620942.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -620971.875000 Penalty: 2830.039307
	Iteration 11Q: 3 clusters Score -620971.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -620997.937500 Penalty: 2830.039307
	Iteration 12Q: 3 clusters Score -620997.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -621016.125000 Penalty: 2830.039307
	Iteration 13Q: 3 clusters Score -621016.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -621027.125000 Penalty: 2830.039307
	Iteration 14Q: 3 clusters Score -621027.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -621031.562500 Penalty: 2830.039307
	Iteration 15Q: 3 clusters Score -621031.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -621034.562500 Penalty: 2830.039307
	Iteration 16Q: 3 clusters Score -621034.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -621036.062500 Penalty: 2830.039307
	Iteration 17Q: 3 clusters Score -621036.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -621039.437500 Penalty: 2830.039307
	Iteration 18Q: 3 clusters Score -621039.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -621038.687500 Penalty: 2830.039307
	Iteration 19Q: 3 clusters Score -621038.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -621040.375000 Penalty: 2830.039307
	Iteration 20F: 3 clusters Score -621040.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -621042.687500 Penalty: 2830.039307
	Iteration 21Q: 3 clusters Score -621042.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -621044.687500 Penalty: 2830.039307
	Iteration 22Q: 3 clusters Score -621044.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -621046.000000 Penalty: 2830.039307
	Iteration 23Q: 3 clusters Score -621046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -621048.437500 Penalty: 2830.039307
	Iteration 24Q: 3 clusters Score -621048.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -621047.187500 Penalty: 2830.039307
	Iteration 25Q: 3 clusters Score -621047.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -621048.250000 Penalty: 2830.039307
	Iteration 26Q: 3 clusters Score -621048.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -621047.875000 Penalty: 2830.039307
	Iteration 27Q: 3 clusters Score -621047.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -621047.875000 Penalty: 2830.039307
	Iteration 28F: 3 clusters Score -621047.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (174871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174871 members 
Entering Unmasked Estep 
Score: -18755136.000000 Penalty: 1961.668213
	Iteration 0F: 2 clusters Score -1.875514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87361 members 
Mstep: Class 2 contains 87510 members 
Entering Unmasked Estep 
Score: -18645656.000000 Penalty: 3923.336426
	Iteration 0F: 3 clusters Score -1.864566e+07 nChanged 84353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86350 members 
Mstep: Class 2 contains 88521 members 
Entering Unmasked Estep 
Score: -18695446.000000 Penalty: 3923.336426
	Iteration 1F: 3 clusters Score -1.869545e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85970 members 
Mstep: Class 2 contains 88901 members 
Entering Unmasked Estep 
Score: -18696234.000000 Penalty: 3923.336426
	Iteration 2Q: 3 clusters Score -1.869623e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85532 members 
Mstep: Class 2 contains 89339 members 
Entering Unmasked Estep 
Score: -18697282.000000 Penalty: 3923.336426
	Iteration 3Q: 3 clusters Score -1.869728e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84892 members 
Mstep: Class 2 contains 89979 members 
Entering Unmasked Estep 
Score: -18698298.000000 Penalty: 3923.336426
	Iteration 4Q: 3 clusters Score -1.86983e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83804 members 
Mstep: Class 2 contains 91067 members 
Entering Unmasked Estep 
Score: -18699654.000000 Penalty: 3923.336426
	Iteration 5Q: 3 clusters Score -1.869965e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82197 members 
Mstep: Class 2 contains 92674 members 
Entering Unmasked Estep 
Score: -18701458.000000 Penalty: 3923.336426
	Iteration 6Q: 3 clusters Score -1.870146e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79671 members 
Mstep: Class 2 contains 95200 members 
Entering Unmasked Estep 
Score: -18704256.000000 Penalty: 3923.336426
	Iteration 7Q: 3 clusters Score -1.870426e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75992 members 
Mstep: Class 2 contains 98879 members 
Entering Unmasked Estep 
Score: -18707732.000000 Penalty: 3923.336426
	Iteration 8Q: 3 clusters Score -1.870773e+07 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71038 members 
Mstep: Class 2 contains 103833 members 
Entering Unmasked Estep 
Score: -18712758.000000 Penalty: 3923.336426
	Iteration 9Q: 3 clusters Score -1.871276e+07 nChanged 9575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65045 members 
Mstep: Class 2 contains 109826 members 
Entering Unmasked Estep 
Score: -18718468.000000 Penalty: 3923.336426
	Iteration 10F: 3 clusters Score -1.871847e+07 nChanged 9656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58679 members 
Mstep: Class 2 contains 116192 members 
Entering Unmasked Estep 
Score: -18724344.000000 Penalty: 3923.336426
	Iteration 11F: 3 clusters Score -1.872434e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52832 members 
Mstep: Class 2 contains 122039 members 
Entering Unmasked Estep 
Score: -18729928.000000 Penalty: 3923.336426
	Iteration 12F: 3 clusters Score -1.872993e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47913 members 
Mstep: Class 2 contains 126958 members 
Entering Unmasked Estep 
Score: -18734254.000000 Penalty: 3923.336426
	Iteration 13Q: 3 clusters Score -1.873425e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 131158 members 
Entering Unmasked Estep 
Score: -18737150.000000 Penalty: 3923.336426
	Iteration 14Q: 3 clusters Score -1.873715e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 135208 members 
Entering Unmasked Estep 
Score: -18739610.000000 Penalty: 3923.336426
	Iteration 15Q: 3 clusters Score -1.873961e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 139128 members 
Entering Unmasked Estep 
Score: -18741728.000000 Penalty: 3923.336426
	Iteration 16Q: 3 clusters Score -1.874173e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 143165 members 
Entering Unmasked Estep 
Score: -18743872.000000 Penalty: 3923.336426
	Iteration 17Q: 3 clusters Score -1.874387e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 147383 members 
Entering Unmasked Estep 
Score: -18745922.000000 Penalty: 3923.336426
	Iteration 18Q: 3 clusters Score -1.874592e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 151684 members 
Entering Unmasked Estep 
Score: -18747928.000000 Penalty: 3923.336426
	Iteration 19Q: 3 clusters Score -1.874793e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 155785 members 
Entering Unmasked Estep 
Score: -18749920.000000 Penalty: 3923.336426
	Iteration 20F: 3 clusters Score -1.874992e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 159458 members 
Entering Unmasked Estep 
Score: -18751204.000000 Penalty: 3923.336426
	Iteration 21Q: 3 clusters Score -1.87512e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 162789 members 
Entering Unmasked Estep 
Score: -18752284.000000 Penalty: 3923.336426
	Iteration 22Q: 3 clusters Score -1.875228e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 165579 members 
Entering Unmasked Estep 
Score: -18753072.000000 Penalty: 3923.336426
	Iteration 23Q: 3 clusters Score -1.875307e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 167899 members 
Entering Unmasked Estep 
Score: -18753476.000000 Penalty: 3923.336426
	Iteration 24Q: 3 clusters Score -1.875348e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 169726 members 
Entering Unmasked Estep 
Score: -18753740.000000 Penalty: 3923.336426
	Iteration 25Q: 3 clusters Score -1.875374e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 171052 members 
Entering Unmasked Estep 
Score: -18753838.000000 Penalty: 3923.336426
	Iteration 26Q: 3 clusters Score -1.875384e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 171970 members 
Entering Unmasked Estep 
Score: -18753880.000000 Penalty: 3923.336426
	Iteration 27Q: 3 clusters Score -1.875388e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 172659 members 
Entering Unmasked Estep 
Score: -18753872.000000 Penalty: 3923.336426
	Iteration 28Q: 3 clusters Score -1.875387e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 173164 members 
Entering Unmasked Estep 
Score: -18753892.000000 Penalty: 3923.336426
	Iteration 29Q: 3 clusters Score -1.875389e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 173522 members 
Entering Unmasked Estep 
Score: -18753934.000000 Penalty: 3923.336426
	Iteration 30Q: 3 clusters Score -1.875393e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 173774 members 
Entering Unmasked Estep 
Score: -18753904.000000 Penalty: 3923.336426
	Iteration 31Q: 3 clusters Score -1.87539e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 173953 members 
Entering Unmasked Estep 
Score: -18753894.000000 Penalty: 3923.336426
	Iteration 32Q: 3 clusters Score -1.875389e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 174079 members 
Entering Unmasked Estep 
Score: -18753870.000000 Penalty: 3923.336426
	Iteration 33Q: 3 clusters Score -1.875387e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 174153 members 
Entering Unmasked Estep 
Score: -18753862.000000 Penalty: 3923.336426
	Iteration 34Q: 3 clusters Score -1.875386e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 174201 members 
Entering Unmasked Estep 
Score: -18753860.000000 Penalty: 3923.336426
	Iteration 35Q: 3 clusters Score -1.875386e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 174233 members 
Entering Unmasked Estep 
Score: -18753850.000000 Penalty: 3923.336426
	Iteration 36Q: 3 clusters Score -1.875385e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 174251 members 
Entering Unmasked Estep 
Score: -18753860.000000 Penalty: 3923.336426
	Iteration 37Q: 3 clusters Score -1.875386e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 174270 members 
Entering Unmasked Estep 
Score: -18753862.000000 Penalty: 3923.336426
	Iteration 38Q: 3 clusters Score -1.875386e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 174285 members 
Entering Unmasked Estep 
Score: -18753860.000000 Penalty: 3923.336426
	Iteration 39Q: 3 clusters Score -1.875386e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 174304 members 
Entering Unmasked Estep 
Score: -18753836.000000 Penalty: 3923.336426
	Iteration 40F: 3 clusters Score -1.875384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 174313 members 
Entering Unmasked Estep 
Score: -18753824.000000 Penalty: 3923.336426
	Iteration 41Q: 3 clusters Score -1.875382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 174324 members 
Entering Unmasked Estep 
Score: -18753814.000000 Penalty: 3923.336426
	Iteration 42Q: 3 clusters Score -1.875381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 174331 members 
Entering Unmasked Estep 
Score: -18753826.000000 Penalty: 3923.336426
	Iteration 43Q: 3 clusters Score -1.875383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 174338 members 
Entering Unmasked Estep 
Score: -18753830.000000 Penalty: 3923.336426
	Iteration 44Q: 3 clusters Score -1.875383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 174346 members 
Entering Unmasked Estep 
Score: -18753822.000000 Penalty: 3923.336426
	Iteration 45Q: 3 clusters Score -1.875382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 174351 members 
Entering Unmasked Estep 
Score: -18753830.000000 Penalty: 3923.336426
	Iteration 46Q: 3 clusters Score -1.875383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 174355 members 
Entering Unmasked Estep 
Score: -18753830.000000 Penalty: 3923.336426
	Iteration 47Q: 3 clusters Score -1.875383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 174357 members 
Entering Unmasked Estep 
Score: -18753822.000000 Penalty: 3923.336426
	Iteration 48Q: 3 clusters Score -1.875382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 174359 members 
Entering Unmasked Estep 
Score: -18753824.000000 Penalty: 3923.336426
	Iteration 49Q: 3 clusters Score -1.875382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 174363 members 
Entering Unmasked Estep 
Score: -18753816.000000 Penalty: 3923.336426
	Iteration 50Q: 3 clusters Score -1.875382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 174367 members 
Entering Unmasked Estep 
Score: -18753822.000000 Penalty: 3923.336426
	Iteration 51Q: 3 clusters Score -1.875382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 174371 members 
Entering Unmasked Estep 
Score: -18753816.000000 Penalty: 3923.336426
	Iteration 52Q: 3 clusters Score -1.875382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 174372 members 
Entering Unmasked Estep 
Score: -18753816.000000 Penalty: 3923.336426
	Iteration 53Q: 3 clusters Score -1.875382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 174373 members 
Entering Unmasked Estep 
Score: -18753824.000000 Penalty: 3923.336426
	Iteration 54Q: 3 clusters Score -1.875382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 174374 members 
Entering Unmasked Estep 
Score: -18753816.000000 Penalty: 3923.336426
	Iteration 55Q: 3 clusters Score -1.875382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 174376 members 
Entering Unmasked Estep 
Score: -18753830.000000 Penalty: 3923.336426
	Iteration 56Q: 3 clusters Score -1.875383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 174379 members 
Entering Unmasked Estep 
Score: -18753826.000000 Penalty: 3923.336426
	Iteration 57Q: 3 clusters Score -1.875383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 174380 members 
Entering Unmasked Estep 
Score: -18753828.000000 Penalty: 3923.336426
	Iteration 58Q: 3 clusters Score -1.875383e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 174380 members 
Entering Unmasked Estep 
Score: -18753828.000000 Penalty: 3923.336426
	Iteration 59F: 3 clusters Score -1.875383e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Entering Unmasked Estep 
Score: -315986.750000 Penalty: 1330.752197
	Iteration 0F: 2 clusters Score -315986.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -312946.062500 Penalty: 2661.504395
	Iteration 0F: 3 clusters Score -312946.1 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -314370.687500 Penalty: 2661.504395
	Iteration 1F: 3 clusters Score -314370.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -315023.250000 Penalty: 2661.504395
	Iteration 2F: 3 clusters Score -315023.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -315445.718750 Penalty: 2661.504395
	Iteration 3F: 3 clusters Score -315445.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -315749.125000 Penalty: 2661.504395
	Iteration 4F: 3 clusters Score -315749.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -315935.406250 Penalty: 2661.504395
	Iteration 5F: 3 clusters Score -315935.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -316039.000000 Penalty: 2661.504395
	Iteration 6Q: 3 clusters Score -316039 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -316115.718750 Penalty: 2661.504395
	Iteration 7Q: 3 clusters Score -316115.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -316195.500000 Penalty: 2661.504395
	Iteration 8Q: 3 clusters Score -316195.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -316289.656250 Penalty: 2661.504395
	Iteration 9Q: 3 clusters Score -316289.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -316365.656250 Penalty: 2661.504395
	Iteration 10Q: 3 clusters Score -316365.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -316439.062500 Penalty: 2661.504395
	Iteration 11Q: 3 clusters Score -316439.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -316487.000000 Penalty: 2661.504395
	Iteration 12Q: 3 clusters Score -316487 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -316504.406250 Penalty: 2661.504395
	Iteration 13Q: 3 clusters Score -316504.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -316511.375000 Penalty: 2661.504395
	Iteration 14Q: 3 clusters Score -316511.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -316540.125000 Penalty: 2661.504395
	Iteration 15Q: 3 clusters Score -316540.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -316585.968750 Penalty: 2661.504395
	Iteration 16Q: 3 clusters Score -316586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -316602.343750 Penalty: 2661.504395
	Iteration 17Q: 3 clusters Score -316602.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -316615.562500 Penalty: 2661.504395
	Iteration 18Q: 3 clusters Score -316615.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -316620.343750 Penalty: 2661.504395
	Iteration 19Q: 3 clusters Score -316620.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -316625.187500 Penalty: 2661.504395
	Iteration 20F: 3 clusters Score -316625.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -316625.750000 Penalty: 2661.504395
	Iteration 21Q: 3 clusters Score -316625.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -316625.750000 Penalty: 2661.504395
	Iteration 22F: 3 clusters Score -316625.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7151 members 
Mstep: Class 3 contains 2785 members 
Mstep: Class 4 contains 10360 members 
Mstep: Class 5 contains 11990 members 
Mstep: Class 6 contains 5117 members 
Mstep: Class 7 contains 38300 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 923 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 5676 members 
Mstep: Class 12 contains 24167 members 
Mstep: Class 13 contains 10180 members 
Mstep: Class 14 contains 2072 members 
Mstep: Class 15 contains 24593 members 
Mstep: Class 16 contains 7902 members 
Mstep: Class 17 contains 24150 members 
Mstep: Class 18 contains 132576 members 
Mstep: Class 19 contains 2427 members 
Mstep: Class 20 contains 31346 members 
Mstep: Class 21 contains 17966 members 
Mstep: Class 22 contains 3769 members 
Mstep: Class 23 contains 6170 members 
Mstep: Class 24 contains 24500 members 
Mstep: Class 25 contains 6050 members 
Mstep: Class 26 contains 174871 members 
Mstep: Class 27 contains 817 members 
Mstep: Class 28 contains 37952 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2225 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 4211 members 
Mstep: Class 33 contains 14220 members 
Entering Unmasked Estep 
Score: -65942328.000000 Penalty: 71703.882812
Splitting cluster 27 changes total score from -65942624.000000 to -65942328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (37952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Entering Unmasked Estep 
Score: -3716062.750000 Penalty: 1713.412598
	Iteration 0F: 2 clusters Score -3716063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -3690589.750000 Penalty: 3426.825195
	Iteration 0F: 3 clusters Score -3690590 nChanged 17548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -3701160.750000 Penalty: 3426.825195
	Iteration 1F: 3 clusters Score -3701161 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3702065.000000 Penalty: 3426.825195
	Iteration 2F: 3 clusters Score -3702065 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -3703053.750000 Penalty: 3426.825195
	Iteration 3F: 3 clusters Score -3703054 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -3703954.500000 Penalty: 3426.825195
	Iteration 4F: 3 clusters Score -3703954 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -3704819.750000 Penalty: 3426.825195
	Iteration 5F: 3 clusters Score -3704820 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -3705727.250000 Penalty: 3426.825195
	Iteration 6Q: 3 clusters Score -3705727 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -3706602.000000 Penalty: 3426.825195
	Iteration 7Q: 3 clusters Score -3706602 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -3707399.000000 Penalty: 3426.825195
	Iteration 8Q: 3 clusters Score -3707399 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -3708183.750000 Penalty: 3426.825195
	Iteration 9Q: 3 clusters Score -3708184 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -3708843.750000 Penalty: 3426.825195
	Iteration 10Q: 3 clusters Score -3708844 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -3709347.000000 Penalty: 3426.825195
	Iteration 11Q: 3 clusters Score -3709347 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -3709671.500000 Penalty: 3426.825195
	Iteration 12Q: 3 clusters Score -3709672 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -3709945.250000 Penalty: 3426.825195
	Iteration 13Q: 3 clusters Score -3709945 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -3710156.750000 Penalty: 3426.825195
	Iteration 14Q: 3 clusters Score -3710157 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -3710383.750000 Penalty: 3426.825195
	Iteration 15Q: 3 clusters Score -3710384 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -3710585.500000 Penalty: 3426.825195
	Iteration 16Q: 3 clusters Score -3710586 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -3710800.000000 Penalty: 3426.825195
	Iteration 17Q: 3 clusters Score -3710800 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -3710980.000000 Penalty: 3426.825195
	Iteration 18Q: 3 clusters Score -3710980 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -3711190.500000 Penalty: 3426.825195
	Iteration 19Q: 3 clusters Score -3711190 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -3711355.750000 Penalty: 3426.825195
	Iteration 20F: 3 clusters Score -3711356 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -3711498.750000 Penalty: 3426.825195
	Iteration 21Q: 3 clusters Score -3711499 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -3711658.500000 Penalty: 3426.825195
	Iteration 22Q: 3 clusters Score -3711658 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -3711793.000000 Penalty: 3426.825195
	Iteration 23Q: 3 clusters Score -3711793 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -3711914.000000 Penalty: 3426.825195
	Iteration 24Q: 3 clusters Score -3711914 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -3712075.250000 Penalty: 3426.825195
	Iteration 25Q: 3 clusters Score -3712075 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -3712224.250000 Penalty: 3426.825195
	Iteration 26Q: 3 clusters Score -3712224 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3712405.500000 Penalty: 3426.825195
	Iteration 27Q: 3 clusters Score -3712406 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -3712579.500000 Penalty: 3426.825195
	Iteration 28Q: 3 clusters Score -3712580 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -3712763.750000 Penalty: 3426.825195
	Iteration 29Q: 3 clusters Score -3712764 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -3712946.000000 Penalty: 3426.825195
	Iteration 30Q: 3 clusters Score -3712946 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -3713148.250000 Penalty: 3426.825195
	Iteration 31Q: 3 clusters Score -3713148 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -3713374.250000 Penalty: 3426.825195
	Iteration 32Q: 3 clusters Score -3713374 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -3713579.750000 Penalty: 3426.825195
	Iteration 33Q: 3 clusters Score -3713580 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -3713761.000000 Penalty: 3426.825195
	Iteration 34Q: 3 clusters Score -3713761 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3713961.750000 Penalty: 3426.825195
	Iteration 35Q: 3 clusters Score -3713962 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3714139.000000 Penalty: 3426.825195
	Iteration 36Q: 3 clusters Score -3714139 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -3714286.000000 Penalty: 3426.825195
	Iteration 37Q: 3 clusters Score -3714286 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3714398.750000 Penalty: 3426.825195
	Iteration 38Q: 3 clusters Score -3714399 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -3714477.750000 Penalty: 3426.825195
	Iteration 39Q: 3 clusters Score -3714478 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3714567.750000 Penalty: 3426.825195
	Iteration 40F: 3 clusters Score -3714568 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3714638.250000 Penalty: 3426.825195
	Iteration 41Q: 3 clusters Score -3714638 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3714688.000000 Penalty: 3426.825195
	Iteration 42Q: 3 clusters Score -3714688 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3714744.500000 Penalty: 3426.825195
	Iteration 43Q: 3 clusters Score -3714744 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3714815.750000 Penalty: 3426.825195
	Iteration 44Q: 3 clusters Score -3714816 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3714872.500000 Penalty: 3426.825195
	Iteration 45Q: 3 clusters Score -3714872 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3714943.250000 Penalty: 3426.825195
	Iteration 46Q: 3 clusters Score -3714943 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3715006.250000 Penalty: 3426.825195
	Iteration 47Q: 3 clusters Score -3715006 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3715038.000000 Penalty: 3426.825195
	Iteration 48Q: 3 clusters Score -3715038 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3715051.750000 Penalty: 3426.825195
	Iteration 49Q: 3 clusters Score -3715052 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3715063.500000 Penalty: 3426.825195
	Iteration 50Q: 3 clusters Score -3715064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3715073.500000 Penalty: 3426.825195
	Iteration 51Q: 3 clusters Score -3715074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3715090.500000 Penalty: 3426.825195
	Iteration 52Q: 3 clusters Score -3715090 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3715100.000000 Penalty: 3426.825195
	Iteration 53Q: 3 clusters Score -3715100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3715101.250000 Penalty: 3426.825195
	Iteration 54Q: 3 clusters Score -3715101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3715104.750000 Penalty: 3426.825195
	Iteration 55Q: 3 clusters Score -3715105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3715117.750000 Penalty: 3426.825195
	Iteration 56Q: 3 clusters Score -3715118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3715118.750000 Penalty: 3426.825195
	Iteration 57Q: 3 clusters Score -3715119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3715123.750000 Penalty: 3426.825195
	Iteration 58Q: 3 clusters Score -3715124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3715128.500000 Penalty: 3426.825195
	Iteration 59Q: 3 clusters Score -3715128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3715129.250000 Penalty: 3426.825195
	Iteration 60F: 3 clusters Score -3715129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3715127.500000 Penalty: 3426.825195
	Iteration 61Q: 3 clusters Score -3715128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3715131.750000 Penalty: 3426.825195
	Iteration 62Q: 3 clusters Score -3715132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3715131.000000 Penalty: 3426.825195
	Iteration 63Q: 3 clusters Score -3715131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3715130.000000 Penalty: 3426.825195
	Iteration 64Q: 3 clusters Score -3715130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3715133.750000 Penalty: 3426.825195
	Iteration 65Q: 3 clusters Score -3715134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3715133.750000 Penalty: 3426.825195
	Iteration 66F: 3 clusters Score -3715134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -111577.117188 Penalty: 1148.854614
	Iteration 0F: 2 clusters Score -111577.1 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 591 members 
Entering Unmasked Estep 
Score: -110049.812500 Penalty: 2297.709229
	Iteration 0F: 3 clusters Score -110049.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -110405.164062 Penalty: 2297.709229
	Iteration 1F: 3 clusters Score -110405.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -110518.796875 Penalty: 2297.709229
	Iteration 2F: 3 clusters Score -110518.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -110605.648438 Penalty: 2297.709229
	Iteration 3F: 3 clusters Score -110605.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -110699.687500 Penalty: 2297.709229
	Iteration 4Q: 3 clusters Score -110699.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -110842.609375 Penalty: 2297.709229
	Iteration 5F: 3 clusters Score -110842.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -111012.742188 Penalty: 2297.709229
	Iteration 6F: 3 clusters Score -111012.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -111234.382812 Penalty: 2297.709229
	Iteration 7F: 3 clusters Score -111234.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -111398.820312 Penalty: 2297.709229
	Iteration 8F: 3 clusters Score -111398.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -111534.968750 Penalty: 2297.709229
	Iteration 9Q: 3 clusters Score -111535 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -111622.335938 Penalty: 2297.709229
	Iteration 10Q: 3 clusters Score -111622.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -111698.906250 Penalty: 2297.709229
	Iteration 11Q: 3 clusters Score -111698.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -111798.945312 Penalty: 2297.709229
	Iteration 12Q: 3 clusters Score -111798.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -111889.039062 Penalty: 2297.709229
	Iteration 13Q: 3 clusters Score -111889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -111943.492188 Penalty: 2297.709229
	Iteration 14Q: 3 clusters Score -111943.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -111976.296875 Penalty: 2297.709229
	Iteration 15Q: 3 clusters Score -111976.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -111987.046875 Penalty: 2297.709229
	Iteration 16Q: 3 clusters Score -111987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -111991.429688 Penalty: 2297.709229
	Iteration 17Q: 3 clusters Score -111991.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -111996.937500 Penalty: 2297.709229
	Iteration 18F: 3 clusters Score -111996.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -112003.617188 Penalty: 2297.709229
	Iteration 19Q: 3 clusters Score -112003.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -112004.960938 Penalty: 2297.709229
	Iteration 20F: 3 clusters Score -112005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7151 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 10360 members 
Mstep: Class 5 contains 11990 members 
Mstep: Class 6 contains 5117 members 
Mstep: Class 7 contains 38300 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 923 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 5676 members 
Mstep: Class 12 contains 24167 members 
Mstep: Class 13 contains 10180 members 
Mstep: Class 14 contains 2072 members 
Mstep: Class 15 contains 24593 members 
Mstep: Class 16 contains 7902 members 
Mstep: Class 17 contains 24150 members 
Mstep: Class 18 contains 132576 members 
Mstep: Class 19 contains 2427 members 
Mstep: Class 20 contains 31346 members 
Mstep: Class 21 contains 17966 members 
Mstep: Class 22 contains 3769 members 
Mstep: Class 23 contains 6170 members 
Mstep: Class 24 contains 24500 members 
Mstep: Class 25 contains 6050 members 
Mstep: Class 26 contains 174871 members 
Mstep: Class 27 contains 3602 members 
Mstep: Class 28 contains 37952 members 
Mstep: Class 29 contains 457 members 
Mstep: Class 30 contains 2225 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 4211 members 
Mstep: Class 33 contains 14220 members 
Entering Unmasked Estep 
Score: -65941976.000000 Penalty: 71703.882812
Splitting cluster 29 changes total score from -65942624.000000 to -65941976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (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: -229106.046875 Penalty: 1252.470703
	Iteration 0F: 2 clusters Score -229106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -226888.000000 Penalty: 2504.941406
	Iteration 0F: 3 clusters Score -226888 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -227302.015625 Penalty: 2504.941406
	Iteration 1F: 3 clusters Score -227302 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -227427.437500 Penalty: 2504.941406
	Iteration 2F: 3 clusters Score -227427.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -227499.171875 Penalty: 2504.941406
	Iteration 3Q: 3 clusters Score -227499.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -227547.593750 Penalty: 2504.941406
	Iteration 4Q: 3 clusters Score -227547.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -227582.031250 Penalty: 2504.941406
	Iteration 5Q: 3 clusters Score -227582 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -227621.187500 Penalty: 2504.941406
	Iteration 6Q: 3 clusters Score -227621.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -227669.359375 Penalty: 2504.941406
	Iteration 7Q: 3 clusters Score -227669.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -227756.265625 Penalty: 2504.941406
	Iteration 8Q: 3 clusters Score -227756.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -227846.609375 Penalty: 2504.941406
	Iteration 9Q: 3 clusters Score -227846.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -227907.593750 Penalty: 2504.941406
	Iteration 10Q: 3 clusters Score -227907.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -227959.250000 Penalty: 2504.941406
	Iteration 11Q: 3 clusters Score -227959.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -228011.265625 Penalty: 2504.941406
	Iteration 12Q: 3 clusters Score -228011.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -228052.421875 Penalty: 2504.941406
	Iteration 13Q: 3 clusters Score -228052.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -228095.500000 Penalty: 2504.941406
	Iteration 14Q: 3 clusters Score -228095.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -228126.312500 Penalty: 2504.941406
	Iteration 15Q: 3 clusters Score -228126.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -228156.875000 Penalty: 2504.941406
	Iteration 16Q: 3 clusters Score -228156.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -228184.046875 Penalty: 2504.941406
	Iteration 17Q: 3 clusters Score -228184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -228218.515625 Penalty: 2504.941406
	Iteration 18Q: 3 clusters Score -228218.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -228244.421875 Penalty: 2504.941406
	Iteration 19Q: 3 clusters Score -228244.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -228267.203125 Penalty: 2504.941406
	Iteration 20F: 3 clusters Score -228267.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -228283.687500 Penalty: 2504.941406
	Iteration 21Q: 3 clusters Score -228283.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -228291.984375 Penalty: 2504.941406
	Iteration 22Q: 3 clusters Score -228292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -228300.484375 Penalty: 2504.941406
	Iteration 23Q: 3 clusters Score -228300.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -228308.937500 Penalty: 2504.941406
	Iteration 24Q: 3 clusters Score -228308.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -228317.968750 Penalty: 2504.941406
	Iteration 25Q: 3 clusters Score -228318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -228324.406250 Penalty: 2504.941406
	Iteration 26Q: 3 clusters Score -228324.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -228326.125000 Penalty: 2504.941406
	Iteration 27Q: 3 clusters Score -228326.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -228327.734375 Penalty: 2504.941406
	Iteration 28Q: 3 clusters Score -228327.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -228330.812500 Penalty: 2504.941406
	Iteration 29Q: 3 clusters Score -228330.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -228333.578125 Penalty: 2504.941406
	Iteration 30Q: 3 clusters Score -228333.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -228335.562500 Penalty: 2504.941406
	Iteration 31Q: 3 clusters Score -228335.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -228337.859375 Penalty: 2504.941406
	Iteration 32Q: 3 clusters Score -228337.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -228343.093750 Penalty: 2504.941406
	Iteration 33Q: 3 clusters Score -228343.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -228347.609375 Penalty: 2504.941406
	Iteration 34Q: 3 clusters Score -228347.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -228350.671875 Penalty: 2504.941406
	Iteration 35Q: 3 clusters Score -228350.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -228352.531250 Penalty: 2504.941406
	Iteration 36Q: 3 clusters Score -228352.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -228353.171875 Penalty: 2504.941406
	Iteration 37Q: 3 clusters Score -228353.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -228353.703125 Penalty: 2504.941406
	Iteration 38Q: 3 clusters Score -228353.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -228355.531250 Penalty: 2504.941406
	Iteration 39Q: 3 clusters Score -228355.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -228356.890625 Penalty: 2504.941406
	Iteration 40F: 3 clusters Score -228356.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -228358.921875 Penalty: 2504.941406
	Iteration 41Q: 3 clusters Score -228358.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -228362.765625 Penalty: 2504.941406
	Iteration 42Q: 3 clusters Score -228362.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -228366.515625 Penalty: 2504.941406
	Iteration 43Q: 3 clusters Score -228366.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -228368.875000 Penalty: 2504.941406
	Iteration 44Q: 3 clusters Score -228368.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -228369.406250 Penalty: 2504.941406
	Iteration 45Q: 3 clusters Score -228369.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -228369.796875 Penalty: 2504.941406
	Iteration 46Q: 3 clusters Score -228369.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -228369.796875 Penalty: 2504.941406
	Iteration 47F: 3 clusters Score -228369.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Entering Unmasked Estep 
Score: -284838.812500 Penalty: 1286.184692
	Iteration 0F: 2 clusters Score -284838.8 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 1382 members 
Entering Unmasked Estep 
Score: -282301.281250 Penalty: 2572.369385
	Iteration 0F: 3 clusters Score -282301.3 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -282866.843750 Penalty: 2572.369385
	Iteration 1F: 3 clusters Score -282866.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -283013.625000 Penalty: 2572.369385
	Iteration 2F: 3 clusters Score -283013.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -283137.406250 Penalty: 2572.369385
	Iteration 3F: 3 clusters Score -283137.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -283224.375000 Penalty: 2572.369385
	Iteration 4Q: 3 clusters Score -283224.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -283309.750000 Penalty: 2572.369385
	Iteration 5Q: 3 clusters Score -283309.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -283359.875000 Penalty: 2572.369385
	Iteration 6Q: 3 clusters Score -283359.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -283387.593750 Penalty: 2572.369385
	Iteration 7Q: 3 clusters Score -283387.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -283419.281250 Penalty: 2572.369385
	Iteration 8Q: 3 clusters Score -283419.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -283452.812500 Penalty: 2572.369385
	Iteration 9Q: 3 clusters Score -283452.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -283491.343750 Penalty: 2572.369385
	Iteration 10Q: 3 clusters Score -283491.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -283522.031250 Penalty: 2572.369385
	Iteration 11Q: 3 clusters Score -283522 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -283551.750000 Penalty: 2572.369385
	Iteration 12Q: 3 clusters Score -283551.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -283569.062500 Penalty: 2572.369385
	Iteration 13Q: 3 clusters Score -283569.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -283587.343750 Penalty: 2572.369385
	Iteration 14Q: 3 clusters Score -283587.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -283609.031250 Penalty: 2572.369385
	Iteration 15Q: 3 clusters Score -283609 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -283623.187500 Penalty: 2572.369385
	Iteration 16Q: 3 clusters Score -283623.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -283639.437500 Penalty: 2572.369385
	Iteration 17Q: 3 clusters Score -283639.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -283653.000000 Penalty: 2572.369385
	Iteration 18Q: 3 clusters Score -283653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -283662.843750 Penalty: 2572.369385
	Iteration 19Q: 3 clusters Score -283662.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -283675.906250 Penalty: 2572.369385
	Iteration 20F: 3 clusters Score -283675.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -283692.531250 Penalty: 2572.369385
	Iteration 21Q: 3 clusters Score -283692.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -283703.656250 Penalty: 2572.369385
	Iteration 22Q: 3 clusters Score -283703.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -283715.562500 Penalty: 2572.369385
	Iteration 23Q: 3 clusters Score -283715.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -283720.437500 Penalty: 2572.369385
	Iteration 24Q: 3 clusters Score -283720.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -283727.937500 Penalty: 2572.369385
	Iteration 25Q: 3 clusters Score -283727.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -283735.343750 Penalty: 2572.369385
	Iteration 26Q: 3 clusters Score -283735.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -283744.656250 Penalty: 2572.369385
	Iteration 27Q: 3 clusters Score -283744.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -283753.531250 Penalty: 2572.369385
	Iteration 28Q: 3 clusters Score -283753.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -283761.375000 Penalty: 2572.369385
	Iteration 29Q: 3 clusters Score -283761.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -283768.125000 Penalty: 2572.369385
	Iteration 30Q: 3 clusters Score -283768.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -283775.562500 Penalty: 2572.369385
	Iteration 31Q: 3 clusters Score -283775.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -283780.406250 Penalty: 2572.369385
	Iteration 32Q: 3 clusters Score -283780.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -283785.968750 Penalty: 2572.369385
	Iteration 33Q: 3 clusters Score -283786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -283789.000000 Penalty: 2572.369385
	Iteration 34Q: 3 clusters Score -283789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -283795.312500 Penalty: 2572.369385
	Iteration 35Q: 3 clusters Score -283795.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -283803.468750 Penalty: 2572.369385
	Iteration 36Q: 3 clusters Score -283803.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -283809.062500 Penalty: 2572.369385
	Iteration 37Q: 3 clusters Score -283809.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -283811.406250 Penalty: 2572.369385
	Iteration 38Q: 3 clusters Score -283811.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -283813.781250 Penalty: 2572.369385
	Iteration 39Q: 3 clusters Score -283813.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -283814.156250 Penalty: 2572.369385
	Iteration 40F: 3 clusters Score -283814.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -283814.531250 Penalty: 2572.369385
	Iteration 41Q: 3 clusters Score -283814.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -283815.593750 Penalty: 2572.369385
	Iteration 42Q: 3 clusters Score -283815.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -283817.500000 Penalty: 2572.369385
	Iteration 43Q: 3 clusters Score -283817.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -283820.437500 Penalty: 2572.369385
	Iteration 44Q: 3 clusters Score -283820.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -283823.187500 Penalty: 2572.369385
	Iteration 45Q: 3 clusters Score -283823.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -283824.500000 Penalty: 2572.369385
	Iteration 46Q: 3 clusters Score -283824.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -283826.531250 Penalty: 2572.369385
	Iteration 47Q: 3 clusters Score -283826.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -283826.531250 Penalty: 2572.369385
	Iteration 48F: 3 clusters Score -283826.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Entering Unmasked Estep 
Score: -418678.343750 Penalty: 1356.136475
	Iteration 0F: 2 clusters Score -418678.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -415226.625000 Penalty: 2712.272949
	Iteration 0F: 3 clusters Score -415226.6 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -416468.312500 Penalty: 2712.272949
	Iteration 1F: 3 clusters Score -416468.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -417095.406250 Penalty: 2712.272949
	Iteration 2F: 3 clusters Score -417095.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -417740.500000 Penalty: 2712.272949
	Iteration 3F: 3 clusters Score -417740.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -418130.437500 Penalty: 2712.272949
	Iteration 4F: 3 clusters Score -418130.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -418299.656250 Penalty: 2712.272949
	Iteration 5F: 3 clusters Score -418299.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -418343.375000 Penalty: 2712.272949
	Iteration 6Q: 3 clusters Score -418343.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -418363.593750 Penalty: 2712.272949
	Iteration 7Q: 3 clusters Score -418363.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -418377.468750 Penalty: 2712.272949
	Iteration 8Q: 3 clusters Score -418377.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -418384.125000 Penalty: 2712.272949
	Iteration 9Q: 3 clusters Score -418384.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -418386.718750 Penalty: 2712.272949
	Iteration 10Q: 3 clusters Score -418386.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -418388.343750 Penalty: 2712.272949
	Iteration 11Q: 3 clusters Score -418388.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -418389.531250 Penalty: 2712.272949
	Iteration 12Q: 3 clusters Score -418389.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -418390.125000 Penalty: 2712.272949
	Iteration 13Q: 3 clusters Score -418390.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -418390.125000 Penalty: 2712.272949
	Iteration 14F: 3 clusters Score -418390.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (14220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Entering Unmasked Estep 
Score: -1476548.000000 Penalty: 1553.890747
	Iteration 0F: 2 clusters Score -1476548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1466747.250000 Penalty: 3107.781494
	Iteration 0F: 3 clusters Score -1466747 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1470323.125000 Penalty: 3107.781494
	Iteration 1F: 3 clusters Score -1470323 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1470752.000000 Penalty: 3107.781494
	Iteration 2F: 3 clusters Score -1470752 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1471151.500000 Penalty: 3107.781494
	Iteration 3F: 3 clusters Score -1471152 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1471562.375000 Penalty: 3107.781494
	Iteration 4F: 3 clusters Score -1471562 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1472048.500000 Penalty: 3107.781494
	Iteration 5F: 3 clusters Score -1472048 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1472636.000000 Penalty: 3107.781494
	Iteration 6F: 3 clusters Score -1472636 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1473340.750000 Penalty: 3107.781494
	Iteration 7F: 3 clusters Score -1473341 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1474063.375000 Penalty: 3107.781494
	Iteration 8F: 3 clusters Score -1474063 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1474673.000000 Penalty: 3107.781494
	Iteration 9Q: 3 clusters Score -1474673 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1475094.000000 Penalty: 3107.781494
	Iteration 10Q: 3 clusters Score -1475094 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1475353.750000 Penalty: 3107.781494
	Iteration 11Q: 3 clusters Score -1475354 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1475478.125000 Penalty: 3107.781494
	Iteration 12Q: 3 clusters Score -1475478 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1475553.625000 Penalty: 3107.781494
	Iteration 13Q: 3 clusters Score -1475554 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1475588.250000 Penalty: 3107.781494
	Iteration 14Q: 3 clusters Score -1475588 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1475599.250000 Penalty: 3107.781494
	Iteration 15Q: 3 clusters Score -1475599 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1475604.125000 Penalty: 3107.781494
	Iteration 16Q: 3 clusters Score -1475604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1475614.500000 Penalty: 3107.781494
	Iteration 17Q: 3 clusters Score -1475614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1475626.625000 Penalty: 3107.781494
	Iteration 18Q: 3 clusters Score -1475627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1475634.000000 Penalty: 3107.781494
	Iteration 19Q: 3 clusters Score -1475634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1475638.375000 Penalty: 3107.781494
	Iteration 20F: 3 clusters Score -1475638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1475638.875000 Penalty: 3107.781494
	Iteration 21Q: 3 clusters Score -1475639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1475642.250000 Penalty: 3107.781494
	Iteration 22Q: 3 clusters Score -1475642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1475641.125000 Penalty: 3107.781494
	Iteration 23Q: 3 clusters Score -1475641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1475641.750000 Penalty: 3107.781494
	Iteration 24Q: 3 clusters Score -1475642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1475641.125000 Penalty: 3107.781494
	Iteration 25Q: 3 clusters Score -1475641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1475643.375000 Penalty: 3107.781494
	Iteration 26Q: 3 clusters Score -1475643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1475644.875000 Penalty: 3107.781494
	Iteration 27Q: 3 clusters Score -1475645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1475643.750000 Penalty: 3107.781494
	Iteration 28Q: 3 clusters Score -1475644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1475642.125000 Penalty: 3107.781494
	Iteration 29Q: 3 clusters Score -1475642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1475644.250000 Penalty: 3107.781494
	Iteration 30Q: 3 clusters Score -1475644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1475645.875000 Penalty: 3107.781494
	Iteration 31Q: 3 clusters Score -1475646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1475647.375000 Penalty: 3107.781494
	Iteration 32Q: 3 clusters Score -1475647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1475650.875000 Penalty: 3107.781494
	Iteration 33Q: 3 clusters Score -1475651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1475654.250000 Penalty: 3107.781494
	Iteration 34Q: 3 clusters Score -1475654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1475650.750000 Penalty: 3107.781494
	Iteration 35Q: 3 clusters Score -1475651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1475651.250000 Penalty: 3107.781494
	Iteration 36Q: 3 clusters Score -1475651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1475651.250000 Penalty: 3107.781494
	Iteration 37F: 3 clusters Score -1475651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7151 members 
Mstep: Class 4 contains 10360 members 
Mstep: Class 5 contains 11990 members 
Mstep: Class 6 contains 5117 members 
Mstep: Class 7 contains 38300 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 923 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 5676 members 
Mstep: Class 12 contains 24167 members 
Mstep: Class 13 contains 10180 members 
Mstep: Class 14 contains 2072 members 
Mstep: Class 15 contains 24593 members 
Mstep: Class 16 contains 7902 members 
Mstep: Class 17 contains 24150 members 
Mstep: Class 18 contains 132576 members 
Mstep: Class 19 contains 2427 members 
Mstep: Class 20 contains 31346 members 
Mstep: Class 21 contains 17966 members 
Mstep: Class 22 contains 3769 members 
Mstep: Class 23 contains 6170 members 
Mstep: Class 24 contains 24500 members 
Mstep: Class 25 contains 6050 members 
Mstep: Class 26 contains 174871 members 
Mstep: Class 27 contains 3602 members 
Mstep: Class 28 contains 37952 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2225 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 4211 members 
Mstep: Class 33 contains 14220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65942588.000000 Penalty: 69531.039062
Iteration 79Q: 33 clusters Score -6.594259e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 7151 members 
Mstep: Class 4 contains 10364 members 
Mstep: Class 5 contains 12150 members 
Mstep: Class 6 contains 5109 members 
Mstep: Class 7 contains 38370 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 5672 members 
Mstep: Class 12 contains 24262 members 
Mstep: Class 13 contains 10189 members 
Mstep: Class 14 contains 2076 members 
Mstep: Class 15 contains 24470 members 
Mstep: Class 16 contains 7793 members 
Mstep: Class 17 contains 24135 members 
Mstep: Class 18 contains 132594 members 
Mstep: Class 19 contains 2424 members 
Mstep: Class 20 contains 31344 members 
Mstep: Class 21 contains 17864 members 
Mstep: Class 22 contains 3764 members 
Mstep: Class 23 contains 6174 members 
Mstep: Class 24 contains 24508 members 
Mstep: Class 25 contains 6049 members 
Mstep: Class 26 contains 174825 members 
Mstep: Class 27 contains 3604 members 
Mstep: Class 28 contains 38001 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2225 members 
Mstep: Class 31 contains 2741 members 
Mstep: Class 32 contains 4211 members 
Mstep: Class 33 contains 14210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65943116.000000 Penalty: 69531.039062
Iteration 80F: 33 clusters Score -6.594312e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 4 contains 10369 members 
Mstep: Class 5 contains 12317 members 
Mstep: Class 6 contains 5100 members 
Mstep: Class 7 contains 38440 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 5672 members 
Mstep: Class 12 contains 24371 members 
Mstep: Class 13 contains 10200 members 
Mstep: Class 14 contains 2080 members 
Mstep: Class 15 contains 24332 members 
Mstep: Class 16 contains 7693 members 
Mstep: Class 17 contains 24117 members 
Mstep: Class 18 contains 132621 members 
Mstep: Class 19 contains 2424 members 
Mstep: Class 20 contains 31333 members 
Mstep: Class 21 contains 17757 members 
Mstep: Class 22 contains 3761 members 
Mstep: Class 23 contains 6175 members 
Mstep: Class 24 contains 24525 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 174775 members 
Mstep: Class 27 contains 3606 members 
Mstep: Class 28 contains 38042 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2225 members 
Mstep: Class 31 contains 2746 members 
Mstep: Class 32 contains 4209 members 
Mstep: Class 33 contains 14191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65943312.000000 Penalty: 69531.039062
Iteration 81Q: 33 clusters Score -6.594331e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7153 members 
Mstep: Class 4 contains 10374 members 
Mstep: Class 5 contains 12460 members 
Mstep: Class 6 contains 5093 members 
Mstep: Class 7 contains 38500 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 926 members 
Mstep: Class 10 contains 562 members 
Mstep: Class 11 contains 5670 members 
Mstep: Class 12 contains 24496 members 
Mstep: Class 13 contains 10212 members 
Mstep: Class 14 contains 2082 members 
Mstep: Class 15 contains 24185 members 
Mstep: Class 16 contains 7583 members 
Mstep: Class 17 contains 24105 members 
Mstep: Class 18 contains 132643 members 
Mstep: Class 19 contains 2425 members 
Mstep: Class 20 contains 31341 members 
Mstep: Class 21 contains 17679 members 
Mstep: Class 22 contains 3760 members 
Mstep: Class 23 contains 6180 members 
Mstep: Class 24 contains 24525 members 
Mstep: Class 25 contains 6050 members 
Mstep: Class 26 contains 174736 members 
Mstep: Class 27 contains 3611 members 
Mstep: Class 28 contains 38079 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2225 members 
Mstep: Class 31 contains 2750 members 
Mstep: Class 32 contains 4207 members 
Mstep: Class 33 contains 14161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65943396.000000 Penalty: 69531.039062
Iteration 82Q: 33 clusters Score -6.59434e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7158 members 
Mstep: Class 4 contains 10373 members 
Mstep: Class 5 contains 12598 members 
Mstep: Class 6 contains 5088 members 
Mstep: Class 7 contains 38560 members 
Mstep: Class 8 contains 307 members 
Mstep: Class 9 contains 926 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 5671 members 
Mstep: Class 12 contains 24606 members 
Mstep: Class 13 contains 10228 members 
Mstep: Class 14 contains 2083 members 
Mstep: Class 15 contains 24037 members 
Mstep: Class 16 contains 7478 members 
Mstep: Class 17 contains 24086 members 
Mstep: Class 18 contains 132666 members 
Mstep: Class 19 contains 2426 members 
Mstep: Class 20 contains 31349 members 
Mstep: Class 21 contains 17585 members 
Mstep: Class 22 contains 3761 members 
Mstep: Class 23 contains 6191 members 
Mstep: Class 24 contains 24519 members 
Mstep: Class 25 contains 6051 members 
Mstep: Class 26 contains 174708 members 
Mstep: Class 27 contains 3617 members 
Mstep: Class 28 contains 38124 members 
Mstep: Class 29 contains 1176 members 
Mstep: Class 30 contains 2223 members 
Mstep: Class 31 contains 2756 members 
Mstep: Class 32 contains 4202 members 
Mstep: Class 33 contains 14146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65943664.000000 Penalty: 69531.039062
Iteration 83Q: 33 clusters Score -6.594366e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7160 members 
Mstep: Class 4 contains 10377 members 
Mstep: Class 5 contains 12723 members 
Mstep: Class 6 contains 5084 members 
Mstep: Class 7 contains 38627 members 
Mstep: Class 8 contains 305 members 
Mstep: Class 9 contains 926 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5673 members 
Mstep: Class 12 contains 24739 members 
Mstep: Class 13 contains 10240 members 
Mstep: Class 14 contains 2087 members 
Mstep: Class 15 contains 23876 members 
Mstep: Class 16 contains 7390 members 
Mstep: Class 17 contains 24073 members 
Mstep: Class 18 contains 132706 members 
Mstep: Class 19 contains 2423 members 
Mstep: Class 20 contains 31358 members 
Mstep: Class 21 contains 17490 members 
Mstep: Class 22 contains 3754 members 
Mstep: Class 23 contains 6196 members 
Mstep: Class 24 contains 24515 members 
Mstep: Class 25 contains 6054 members 
Mstep: Class 26 contains 174662 members 
Mstep: Class 27 contains 3620 members 
Mstep: Class 28 contains 38151 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2223 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4200 members 
Mstep: Class 33 contains 14129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65943740.000000 Penalty: 69531.039062
Iteration 84Q: 33 clusters Score -6.594374e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7164 members 
Mstep: Class 4 contains 10380 members 
Mstep: Class 5 contains 12833 members 
Mstep: Class 6 contains 5081 members 
Mstep: Class 7 contains 38679 members 
Mstep: Class 8 contains 305 members 
Mstep: Class 9 contains 926 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5676 members 
Mstep: Class 12 contains 24848 members 
Mstep: Class 13 contains 10250 members 
Mstep: Class 14 contains 2087 members 
Mstep: Class 15 contains 23730 members 
Mstep: Class 16 contains 7319 members 
Mstep: Class 17 contains 24063 members 
Mstep: Class 18 contains 132750 members 
Mstep: Class 19 contains 2422 members 
Mstep: Class 20 contains 31364 members 
Mstep: Class 21 contains 17415 members 
Mstep: Class 22 contains 3750 members 
Mstep: Class 23 contains 6200 members 
Mstep: Class 24 contains 24519 members 
Mstep: Class 25 contains 6055 members 
Mstep: Class 26 contains 174624 members 
Mstep: Class 27 contains 3621 members 
Mstep: Class 28 contains 38156 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2223 members 
Mstep: Class 31 contains 2767 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 14119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65943792.000000 Penalty: 69531.039062
Iteration 85Q: 33 clusters Score -6.594379e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7160 members 
Mstep: Class 4 contains 10381 members 
Mstep: Class 5 contains 12950 members 
Mstep: Class 6 contains 5075 members 
Mstep: Class 7 contains 38728 members 
Mstep: Class 8 contains 303 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5679 members 
Mstep: Class 12 contains 24946 members 
Mstep: Class 13 contains 10259 members 
Mstep: Class 14 contains 2090 members 
Mstep: Class 15 contains 23612 members 
Mstep: Class 16 contains 7226 members 
Mstep: Class 17 contains 24059 members 
Mstep: Class 18 contains 132782 members 
Mstep: Class 19 contains 2422 members 
Mstep: Class 20 contains 31364 members 
Mstep: Class 21 contains 17335 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 6205 members 
Mstep: Class 24 contains 24521 members 
Mstep: Class 25 contains 6054 members 
Mstep: Class 26 contains 174602 members 
Mstep: Class 27 contains 3624 members 
Mstep: Class 28 contains 38176 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2223 members 
Mstep: Class 31 contains 2771 members 
Mstep: Class 32 contains 4195 members 
Mstep: Class 33 contains 14108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65943912.000000 Penalty: 69531.039062
Iteration 86Q: 33 clusters Score -6.594391e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7157 members 
Mstep: Class 4 contains 10379 members 
Mstep: Class 5 contains 13081 members 
Mstep: Class 6 contains 5071 members 
Mstep: Class 7 contains 38771 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5680 members 
Mstep: Class 12 contains 25037 members 
Mstep: Class 13 contains 10264 members 
Mstep: Class 14 contains 2096 members 
Mstep: Class 15 contains 23491 members 
Mstep: Class 16 contains 7133 members 
Mstep: Class 17 contains 24051 members 
Mstep: Class 18 contains 132807 members 
Mstep: Class 19 contains 2422 members 
Mstep: Class 20 contains 31365 members 
Mstep: Class 21 contains 17275 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 6207 members 
Mstep: Class 24 contains 24527 members 
Mstep: Class 25 contains 6050 members 
Mstep: Class 26 contains 174573 members 
Mstep: Class 27 contains 3628 members 
Mstep: Class 28 contains 38201 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2223 members 
Mstep: Class 31 contains 2775 members 
Mstep: Class 32 contains 4192 members 
Mstep: Class 33 contains 14097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65943932.000000 Penalty: 69531.039062
Iteration 87Q: 33 clusters Score -6.594393e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7159 members 
Mstep: Class 4 contains 10378 members 
Mstep: Class 5 contains 13236 members 
Mstep: Class 6 contains 5066 members 
Mstep: Class 7 contains 38821 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5681 members 
Mstep: Class 12 contains 25122 members 
Mstep: Class 13 contains 10269 members 
Mstep: Class 14 contains 2102 members 
Mstep: Class 15 contains 23370 members 
Mstep: Class 16 contains 7037 members 
Mstep: Class 17 contains 24040 members 
Mstep: Class 18 contains 132846 members 
Mstep: Class 19 contains 2422 members 
Mstep: Class 20 contains 31363 members 
Mstep: Class 21 contains 17206 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 6210 members 
Mstep: Class 24 contains 24536 members 
Mstep: Class 25 contains 6048 members 
Mstep: Class 26 contains 174532 members 
Mstep: Class 27 contains 3624 members 
Mstep: Class 28 contains 38216 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2223 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 4192 members 
Mstep: Class 33 contains 14078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65944116.000000 Penalty: 69531.039062
Iteration 88Q: 33 clusters Score -6.594412e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7160 members 
Mstep: Class 4 contains 10380 members 
Mstep: Class 5 contains 13385 members 
Mstep: Class 6 contains 5053 members 
Mstep: Class 7 contains 38882 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5683 members 
Mstep: Class 12 contains 25195 members 
Mstep: Class 13 contains 10272 members 
Mstep: Class 14 contains 2116 members 
Mstep: Class 15 contains 23254 members 
Mstep: Class 16 contains 6934 members 
Mstep: Class 17 contains 24036 members 
Mstep: Class 18 contains 132890 members 
Mstep: Class 19 contains 2422 members 
Mstep: Class 20 contains 31368 members 
Mstep: Class 21 contains 17122 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 6213 members 
Mstep: Class 24 contains 24553 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 174492 members 
Mstep: Class 27 contains 3619 members 
Mstep: Class 28 contains 38234 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2223 members 
Mstep: Class 31 contains 2787 members 
Mstep: Class 32 contains 4192 members 
Mstep: Class 33 contains 14055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65944080.000000 Penalty: 69531.039062
Iteration 89Q: 33 clusters Score -6.594408e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7159 members 
Mstep: Class 4 contains 10385 members 
Mstep: Class 5 contains 13540 members 
Mstep: Class 6 contains 5043 members 
Mstep: Class 7 contains 38926 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5682 members 
Mstep: Class 12 contains 25262 members 
Mstep: Class 13 contains 10280 members 
Mstep: Class 14 contains 2123 members 
Mstep: Class 15 contains 23148 members 
Mstep: Class 16 contains 6821 members 
Mstep: Class 17 contains 24029 members 
Mstep: Class 18 contains 132931 members 
Mstep: Class 19 contains 2422 members 
Mstep: Class 20 contains 31371 members 
Mstep: Class 21 contains 17056 members 
Mstep: Class 22 contains 3720 members 
Mstep: Class 23 contains 6216 members 
Mstep: Class 24 contains 24565 members 
Mstep: Class 25 contains 6046 members 
Mstep: Class 26 contains 174452 members 
Mstep: Class 27 contains 3616 members 
Mstep: Class 28 contains 38261 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2223 members 
Mstep: Class 31 contains 2790 members 
Mstep: Class 32 contains 4192 members 
Mstep: Class 33 contains 14031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65944196.000000 Penalty: 69531.039062
Iteration 90Q: 33 clusters Score -6.59442e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 4 contains 10388 members 
Mstep: Class 5 contains 13715 members 
Mstep: Class 6 contains 5029 members 
Mstep: Class 7 contains 38964 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5685 members 
Mstep: Class 12 contains 25322 members 
Mstep: Class 13 contains 10287 members 
Mstep: Class 14 contains 2130 members 
Mstep: Class 15 contains 23062 members 
Mstep: Class 16 contains 6704 members 
Mstep: Class 17 contains 24024 members 
Mstep: Class 18 contains 132960 members 
Mstep: Class 19 contains 2423 members 
Mstep: Class 20 contains 31383 members 
Mstep: Class 21 contains 16997 members 
Mstep: Class 22 contains 3720 members 
Mstep: Class 23 contains 6220 members 
Mstep: Class 24 contains 24572 members 
Mstep: Class 25 contains 6041 members 
Mstep: Class 26 contains 174418 members 
Mstep: Class 27 contains 3616 members 
Mstep: Class 28 contains 38271 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2223 members 
Mstep: Class 31 contains 2793 members 
Mstep: Class 32 contains 4192 members 
Mstep: Class 33 contains 13990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65944228.000000 Penalty: 69531.039062
Iteration 91Q: 33 clusters Score -6.594423e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7162 members 
Mstep: Class 4 contains 10390 members 
Mstep: Class 5 contains 13893 members 
Mstep: Class 6 contains 5022 members 
Mstep: Class 7 contains 39013 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5690 members 
Mstep: Class 12 contains 25382 members 
Mstep: Class 13 contains 10293 members 
Mstep: Class 14 contains 2135 members 
Mstep: Class 15 contains 22977 members 
Mstep: Class 16 contains 6605 members 
Mstep: Class 17 contains 24014 members 
Mstep: Class 18 contains 132988 members 
Mstep: Class 19 contains 2422 members 
Mstep: Class 20 contains 31383 members 
Mstep: Class 21 contains 16933 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 6225 members 
Mstep: Class 24 contains 24573 members 
Mstep: Class 25 contains 6038 members 
Mstep: Class 26 contains 174368 members 
Mstep: Class 27 contains 3614 members 
Mstep: Class 28 contains 38279 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2222 members 
Mstep: Class 31 contains 2799 members 
Mstep: Class 32 contains 4192 members 
Mstep: Class 33 contains 13954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65944296.000000 Penalty: 69531.039062
Iteration 92Q: 33 clusters Score -6.59443e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 4 contains 10393 members 
Mstep: Class 5 contains 14084 members 
Mstep: Class 6 contains 5018 members 
Mstep: Class 7 contains 39054 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5690 members 
Mstep: Class 12 contains 25437 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 2138 members 
Mstep: Class 15 contains 22898 members 
Mstep: Class 16 contains 6510 members 
Mstep: Class 17 contains 24011 members 
Mstep: Class 18 contains 133006 members 
Mstep: Class 19 contains 2421 members 
Mstep: Class 20 contains 31381 members 
Mstep: Class 21 contains 16883 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 6231 members 
Mstep: Class 24 contains 24568 members 
Mstep: Class 25 contains 6036 members 
Mstep: Class 26 contains 174296 members 
Mstep: Class 27 contains 3613 members 
Mstep: Class 28 contains 38298 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2220 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 4192 members 
Mstep: Class 33 contains 13921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65944336.000000 Penalty: 69531.039062
Iteration 93Q: 33 clusters Score -6.594434e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7164 members 
Mstep: Class 4 contains 10399 members 
Mstep: Class 5 contains 14251 members 
Mstep: Class 6 contains 5012 members 
Mstep: Class 7 contains 39084 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5692 members 
Mstep: Class 12 contains 25503 members 
Mstep: Class 13 contains 10310 members 
Mstep: Class 14 contains 2141 members 
Mstep: Class 15 contains 22812 members 
Mstep: Class 16 contains 6408 members 
Mstep: Class 17 contains 24012 members 
Mstep: Class 18 contains 133026 members 
Mstep: Class 19 contains 2421 members 
Mstep: Class 20 contains 31374 members 
Mstep: Class 21 contains 16838 members 
Mstep: Class 22 contains 3716 members 
Mstep: Class 23 contains 6237 members 
Mstep: Class 24 contains 24575 members 
Mstep: Class 25 contains 6034 members 
Mstep: Class 26 contains 174239 members 
Mstep: Class 27 contains 3610 members 
Mstep: Class 28 contains 38328 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2220 members 
Mstep: Class 31 contains 2807 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 13886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65944508.000000 Penalty: 69531.039062
Iteration 94Q: 33 clusters Score -6.594451e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7170 members 
Mstep: Class 4 contains 10400 members 
Mstep: Class 5 contains 14397 members 
Mstep: Class 6 contains 4999 members 
Mstep: Class 7 contains 39115 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5694 members 
Mstep: Class 12 contains 25563 members 
Mstep: Class 13 contains 10318 members 
Mstep: Class 14 contains 2141 members 
Mstep: Class 15 contains 22730 members 
Mstep: Class 16 contains 6334 members 
Mstep: Class 17 contains 24006 members 
Mstep: Class 18 contains 133058 members 
Mstep: Class 19 contains 2422 members 
Mstep: Class 20 contains 31361 members 
Mstep: Class 21 contains 16796 members 
Mstep: Class 22 contains 3715 members 
Mstep: Class 23 contains 6235 members 
Mstep: Class 24 contains 24572 members 
Mstep: Class 25 contains 6034 members 
Mstep: Class 26 contains 174198 members 
Mstep: Class 27 contains 3604 members 
Mstep: Class 28 contains 38357 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2219 members 
Mstep: Class 31 contains 2809 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 13852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65944620.000000 Penalty: 69531.039062
Iteration 95Q: 33 clusters Score -6.594462e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7172 members 
Mstep: Class 4 contains 10408 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 4987 members 
Mstep: Class 7 contains 39157 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 5695 members 
Mstep: Class 12 contains 25619 members 
Mstep: Class 13 contains 10325 members 
Mstep: Class 14 contains 2141 members 
Mstep: Class 15 contains 22644 members 
Mstep: Class 16 contains 6257 members 
Mstep: Class 17 contains 24004 members 
Mstep: Class 18 contains 133077 members 
Mstep: Class 19 contains 2422 members 
Mstep: Class 20 contains 31357 members 
Mstep: Class 21 contains 16749 members 
Mstep: Class 22 contains 3713 members 
Mstep: Class 23 contains 6236 members 
Mstep: Class 24 contains 24572 members 
Mstep: Class 25 contains 6028 members 
Mstep: Class 26 contains 174169 members 
Mstep: Class 27 contains 3600 members 
Mstep: Class 28 contains 38398 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2219 members 
Mstep: Class 31 contains 2809 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 13822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65944676.000000 Penalty: 69531.039062
Iteration 96Q: 33 clusters Score -6.594468e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7171 members 
Mstep: Class 4 contains 10418 members 
Mstep: Class 5 contains 14653 members 
Mstep: Class 6 contains 4982 members 
Mstep: Class 7 contains 39189 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 5697 members 
Mstep: Class 12 contains 25669 members 
Mstep: Class 13 contains 10331 members 
Mstep: Class 14 contains 2141 members 
Mstep: Class 15 contains 22566 members 
Mstep: Class 16 contains 6161 members 
Mstep: Class 17 contains 24000 members 
Mstep: Class 18 contains 133096 members 
Mstep: Class 19 contains 2422 members 
Mstep: Class 20 contains 31360 members 
Mstep: Class 21 contains 16709 members 
Mstep: Class 22 contains 3713 members 
Mstep: Class 23 contains 6240 members 
Mstep: Class 24 contains 24571 members 
Mstep: Class 25 contains 6025 members 
Mstep: Class 26 contains 174142 members 
Mstep: Class 27 contains 3598 members 
Mstep: Class 28 contains 38434 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2218 members 
Mstep: Class 31 contains 2809 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 13783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65944680.000000 Penalty: 69531.039062
Iteration 97Q: 33 clusters Score -6.594468e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7172 members 
Mstep: Class 4 contains 10429 members 
Mstep: Class 5 contains 14773 members 
Mstep: Class 6 contains 4977 members 
Mstep: Class 7 contains 39225 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 5698 members 
Mstep: Class 12 contains 25705 members 
Mstep: Class 13 contains 10336 members 
Mstep: Class 14 contains 2141 members 
Mstep: Class 15 contains 22504 members 
Mstep: Class 16 contains 6074 members 
Mstep: Class 17 contains 23995 members 
Mstep: Class 18 contains 133103 members 
Mstep: Class 19 contains 2422 members 
Mstep: Class 20 contains 31366 members 
Mstep: Class 21 contains 16674 members 
Mstep: Class 22 contains 3714 members 
Mstep: Class 23 contains 6240 members 
Mstep: Class 24 contains 24568 members 
Mstep: Class 25 contains 6021 members 
Mstep: Class 26 contains 174121 members 
Mstep: Class 27 contains 3595 members 
Mstep: Class 28 contains 38480 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2218 members 
Mstep: Class 31 contains 2809 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 13738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65944700.000000 Penalty: 69531.039062
Iteration 98Q: 33 clusters Score -6.59447e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7172 members 
Mstep: Class 4 contains 10438 members 
Mstep: Class 5 contains 14890 members 
Mstep: Class 6 contains 4971 members 
Mstep: Class 7 contains 39257 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5700 members 
Mstep: Class 12 contains 25732 members 
Mstep: Class 13 contains 10339 members 
Mstep: Class 14 contains 2141 members 
Mstep: Class 15 contains 22444 members 
Mstep: Class 16 contains 6003 members 
Mstep: Class 17 contains 23992 members 
Mstep: Class 18 contains 133121 members 
Mstep: Class 19 contains 2422 members 
Mstep: Class 20 contains 31355 members 
Mstep: Class 21 contains 16648 members 
Mstep: Class 22 contains 3714 members 
Mstep: Class 23 contains 6236 members 
Mstep: Class 24 contains 24565 members 
Mstep: Class 25 contains 6022 members 
Mstep: Class 26 contains 174102 members 
Mstep: Class 27 contains 3595 members 
Mstep: Class 28 contains 38512 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2217 members 
Mstep: Class 31 contains 2810 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 13701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65944960.000000 Penalty: 69531.039062
Iteration 99Q: 33 clusters Score -6.594496e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7173 members 
Mstep: Class 4 contains 10451 members 
Mstep: Class 5 contains 15010 members 
Mstep: Class 6 contains 4966 members 
Mstep: Class 7 contains 39276 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5700 members 
Mstep: Class 12 contains 25768 members 
Mstep: Class 13 contains 10346 members 
Mstep: Class 14 contains 2141 members 
Mstep: Class 15 contains 22379 members 
Mstep: Class 16 contains 5912 members 
Mstep: Class 17 contains 23999 members 
Mstep: Class 18 contains 133147 members 
Mstep: Class 19 contains 2423 members 
Mstep: Class 20 contains 31352 members 
Mstep: Class 21 contains 16624 members 
Mstep: Class 22 contains 3713 members 
Mstep: Class 23 contains 6233 members 
Mstep: Class 24 contains 24551 members 
Mstep: Class 25 contains 6021 members 
Mstep: Class 26 contains 174073 members 
Mstep: Class 27 contains 3597 members 
Mstep: Class 28 contains 38555 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2217 members 
Mstep: Class 31 contains 2812 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 13660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65944928.000000 Penalty: 69531.039062
Iteration 100F: 33 clusters Score -6.594493e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7176 members 
Mstep: Class 4 contains 10456 members 
Mstep: Class 5 contains 15114 members 
Mstep: Class 6 contains 4958 members 
Mstep: Class 7 contains 39288 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5698 members 
Mstep: Class 12 contains 25812 members 
Mstep: Class 13 contains 10350 members 
Mstep: Class 14 contains 2141 members 
Mstep: Class 15 contains 22308 members 
Mstep: Class 16 contains 5862 members 
Mstep: Class 17 contains 23996 members 
Mstep: Class 18 contains 133172 members 
Mstep: Class 19 contains 2423 members 
Mstep: Class 20 contains 31342 members 
Mstep: Class 21 contains 16610 members 
Mstep: Class 22 contains 3713 members 
Mstep: Class 23 contains 6231 members 
Mstep: Class 24 contains 24543 members 
Mstep: Class 25 contains 6018 members 
Mstep: Class 26 contains 174049 members 
Mstep: Class 27 contains 3597 members 
Mstep: Class 28 contains 38582 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2217 members 
Mstep: Class 31 contains 2817 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 13626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65944936.000000 Penalty: 69531.039062
Iteration 101Q: 33 clusters Score -6.594494e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7178 members 
Mstep: Class 4 contains 10457 members 
Mstep: Class 5 contains 15208 members 
Mstep: Class 6 contains 4950 members 
Mstep: Class 7 contains 39311 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5699 members 
Mstep: Class 12 contains 25843 members 
Mstep: Class 13 contains 10354 members 
Mstep: Class 14 contains 2141 members 
Mstep: Class 15 contains 22254 members 
Mstep: Class 16 contains 5818 members 
Mstep: Class 17 contains 23989 members 
Mstep: Class 18 contains 133192 members 
Mstep: Class 19 contains 2423 members 
Mstep: Class 20 contains 31339 members 
Mstep: Class 21 contains 16585 members 
Mstep: Class 22 contains 3714 members 
Mstep: Class 23 contains 6230 members 
Mstep: Class 24 contains 24537 members 
Mstep: Class 25 contains 6016 members 
Mstep: Class 26 contains 174024 members 
Mstep: Class 27 contains 3596 members 
Mstep: Class 28 contains 38597 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2217 members 
Mstep: Class 31 contains 2822 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 13605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65944996.000000 Penalty: 69531.039062
Iteration 102Q: 33 clusters Score -6.5945e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7178 members 
Mstep: Class 4 contains 10460 members 
Mstep: Class 5 contains 15306 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 39328 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5702 members 
Mstep: Class 12 contains 25872 members 
Mstep: Class 13 contains 10361 members 
Mstep: Class 14 contains 2140 members 
Mstep: Class 15 contains 22194 members 
Mstep: Class 16 contains 5784 members 
Mstep: Class 17 contains 23977 members 
Mstep: Class 18 contains 133214 members 
Mstep: Class 19 contains 2423 members 
Mstep: Class 20 contains 31330 members 
Mstep: Class 21 contains 16559 members 
Mstep: Class 22 contains 3715 members 
Mstep: Class 23 contains 6229 members 
Mstep: Class 24 contains 24536 members 
Mstep: Class 25 contains 6015 members 
Mstep: Class 26 contains 173992 members 
Mstep: Class 27 contains 3593 members 
Mstep: Class 28 contains 38611 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2217 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 13594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65945040.000000 Penalty: 69531.039062
Iteration 103Q: 33 clusters Score -6.594504e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7175 members 
Mstep: Class 4 contains 10458 members 
Mstep: Class 5 contains 15405 members 
Mstep: Class 6 contains 4939 members 
Mstep: Class 7 contains 39348 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5705 members 
Mstep: Class 12 contains 25896 members 
Mstep: Class 13 contains 10366 members 
Mstep: Class 14 contains 2140 members 
Mstep: Class 15 contains 22145 members 
Mstep: Class 16 contains 5766 members 
Mstep: Class 17 contains 23968 members 
Mstep: Class 18 contains 133234 members 
Mstep: Class 19 contains 2423 members 
Mstep: Class 20 contains 31323 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 3718 members 
Mstep: Class 23 contains 6232 members 
Mstep: Class 24 contains 24536 members 
Mstep: Class 25 contains 6015 members 
Mstep: Class 26 contains 173959 members 
Mstep: Class 27 contains 3594 members 
Mstep: Class 28 contains 38613 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2217 members 
Mstep: Class 31 contains 2830 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 13563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65945072.000000 Penalty: 69531.039062
Iteration 104Q: 33 clusters Score -6.594507e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7174 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 15533 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 39373 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5704 members 
Mstep: Class 12 contains 25917 members 
Mstep: Class 13 contains 10370 members 
Mstep: Class 14 contains 2140 members 
Mstep: Class 15 contains 22105 members 
Mstep: Class 16 contains 5722 members 
Mstep: Class 17 contains 23962 members 
Mstep: Class 18 contains 133247 members 
Mstep: Class 19 contains 2423 members 
Mstep: Class 20 contains 31319 members 
Mstep: Class 21 contains 16502 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 6233 members 
Mstep: Class 24 contains 24536 members 
Mstep: Class 25 contains 6013 members 
Mstep: Class 26 contains 173913 members 
Mstep: Class 27 contains 3597 members 
Mstep: Class 28 contains 38624 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2217 members 
Mstep: Class 31 contains 2833 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 13529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65945020.000000 Penalty: 69531.039062
Iteration 105Q: 33 clusters Score -6.594502e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7173 members 
Mstep: Class 4 contains 10460 members 
Mstep: Class 5 contains 15663 members 
Mstep: Class 6 contains 4931 members 
Mstep: Class 7 contains 39413 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5704 members 
Mstep: Class 12 contains 25933 members 
Mstep: Class 13 contains 10370 members 
Mstep: Class 14 contains 2140 members 
Mstep: Class 15 contains 22078 members 
Mstep: Class 16 contains 5689 members 
Mstep: Class 17 contains 23960 members 
Mstep: Class 18 contains 133254 members 
Mstep: Class 19 contains 2424 members 
Mstep: Class 20 contains 31308 members 
Mstep: Class 21 contains 16464 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 6236 members 
Mstep: Class 24 contains 24528 members 
Mstep: Class 25 contains 6012 members 
Mstep: Class 26 contains 173862 members 
Mstep: Class 27 contains 3598 members 
Mstep: Class 28 contains 38626 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2215 members 
Mstep: Class 31 contains 2834 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 13505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65945068.000000 Penalty: 69531.039062
Iteration 106Q: 33 clusters Score -6.594507e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7174 members 
Mstep: Class 4 contains 10457 members 
Mstep: Class 5 contains 15770 members 
Mstep: Class 6 contains 4929 members 
Mstep: Class 7 contains 39441 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5702 members 
Mstep: Class 12 contains 25948 members 
Mstep: Class 13 contains 10372 members 
Mstep: Class 14 contains 2140 members 
Mstep: Class 15 contains 22046 members 
Mstep: Class 16 contains 5659 members 
Mstep: Class 17 contains 23956 members 
Mstep: Class 18 contains 133260 members 
Mstep: Class 19 contains 2425 members 
Mstep: Class 20 contains 31293 members 
Mstep: Class 21 contains 16429 members 
Mstep: Class 22 contains 3721 members 
Mstep: Class 23 contains 6233 members 
Mstep: Class 24 contains 24527 members 
Mstep: Class 25 contains 6012 members 
Mstep: Class 26 contains 173830 members 
Mstep: Class 27 contains 3599 members 
Mstep: Class 28 contains 38634 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2214 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 13493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65945180.000000 Penalty: 69531.039062
Iteration 107Q: 33 clusters Score -6.594518e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7174 members 
Mstep: Class 4 contains 10451 members 
Mstep: Class 5 contains 15867 members 
Mstep: Class 6 contains 4925 members 
Mstep: Class 7 contains 39469 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5701 members 
Mstep: Class 12 contains 25965 members 
Mstep: Class 13 contains 10377 members 
Mstep: Class 14 contains 2140 members 
Mstep: Class 15 contains 22012 members 
Mstep: Class 16 contains 5635 members 
Mstep: Class 17 contains 23953 members 
Mstep: Class 18 contains 133273 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 31280 members 
Mstep: Class 21 contains 16392 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 6233 members 
Mstep: Class 24 contains 24532 members 
Mstep: Class 25 contains 6010 members 
Mstep: Class 26 contains 173801 members 
Mstep: Class 27 contains 3599 members 
Mstep: Class 28 contains 38633 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2215 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 13475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65945152.000000 Penalty: 69531.039062
Iteration 108Q: 33 clusters Score -6.594515e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7172 members 
Mstep: Class 4 contains 10449 members 
Mstep: Class 5 contains 15943 members 
Mstep: Class 6 contains 4923 members 
Mstep: Class 7 contains 39499 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5702 members 
Mstep: Class 12 contains 25982 members 
Mstep: Class 13 contains 10377 members 
Mstep: Class 14 contains 2140 members 
Mstep: Class 15 contains 21973 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 23953 members 
Mstep: Class 18 contains 133294 members 
Mstep: Class 19 contains 2433 members 
Mstep: Class 20 contains 31269 members 
Mstep: Class 21 contains 16352 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 6232 members 
Mstep: Class 24 contains 24532 members 
Mstep: Class 25 contains 6008 members 
Mstep: Class 26 contains 173776 members 
Mstep: Class 27 contains 3597 members 
Mstep: Class 28 contains 38647 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2215 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 13456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65945224.000000 Penalty: 69531.039062
Iteration 109Q: 33 clusters Score -6.594522e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7176 members 
Mstep: Class 4 contains 10444 members 
Mstep: Class 5 contains 16016 members 
Mstep: Class 6 contains 4921 members 
Mstep: Class 7 contains 39529 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5702 members 
Mstep: Class 12 contains 26004 members 
Mstep: Class 13 contains 10379 members 
Mstep: Class 14 contains 2140 members 
Mstep: Class 15 contains 21935 members 
Mstep: Class 16 contains 5583 members 
Mstep: Class 17 contains 23950 members 
Mstep: Class 18 contains 133306 members 
Mstep: Class 19 contains 2434 members 
Mstep: Class 20 contains 31256 members 
Mstep: Class 21 contains 16315 members 
Mstep: Class 22 contains 3736 members 
Mstep: Class 23 contains 6238 members 
Mstep: Class 24 contains 24531 members 
Mstep: Class 25 contains 6008 members 
Mstep: Class 26 contains 173757 members 
Mstep: Class 27 contains 3597 members 
Mstep: Class 28 contains 38656 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2215 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 13436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65945260.000000 Penalty: 69531.039062
Iteration 110Q: 33 clusters Score -6.594526e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7177 members 
Mstep: Class 4 contains 10438 members 
Mstep: Class 5 contains 16092 members 
Mstep: Class 6 contains 4918 members 
Mstep: Class 7 contains 39552 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5703 members 
Mstep: Class 12 contains 26016 members 
Mstep: Class 13 contains 10389 members 
Mstep: Class 14 contains 2140 members 
Mstep: Class 15 contains 21906 members 
Mstep: Class 16 contains 5555 members 
Mstep: Class 17 contains 23950 members 
Mstep: Class 18 contains 133323 members 
Mstep: Class 19 contains 2434 members 
Mstep: Class 20 contains 31249 members 
Mstep: Class 21 contains 16281 members 
Mstep: Class 22 contains 3750 members 
Mstep: Class 23 contains 6244 members 
Mstep: Class 24 contains 24525 members 
Mstep: Class 25 contains 6007 members 
Mstep: Class 26 contains 173732 members 
Mstep: Class 27 contains 3595 members 
Mstep: Class 28 contains 38664 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2214 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 4192 members 
Mstep: Class 33 contains 13410 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 33 clusters Score -6.594528e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7179 members 
Mstep: Class 4 contains 10410 members 
Mstep: Class 5 contains 16154 members 
Mstep: Class 6 contains 4917 members 
Mstep: Class 7 contains 39588 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5707 members 
Mstep: Class 12 contains 26016 members 
Mstep: Class 13 contains 10397 members 
Mstep: Class 14 contains 2141 members 
Mstep: Class 15 contains 21875 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 23949 members 
Mstep: Class 18 contains 133343 members 
Mstep: Class 19 contains 2435 members 
Mstep: Class 20 contains 31244 members 
Mstep: Class 21 contains 16240 members 
Mstep: Class 22 contains 3772 members 
Mstep: Class 23 contains 6246 members 
Mstep: Class 24 contains 24515 members 
Mstep: Class 25 contains 6008 members 
Mstep: Class 26 contains 173712 members 
Mstep: Class 27 contains 3594 members 
Mstep: Class 28 contains 38672 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2214 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 4193 members 
Mstep: Class 33 contains 13397 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 112Q: 33 clusters Score -6.594531e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7178 members 
Mstep: Class 4 contains 10386 members 
Mstep: Class 5 contains 16191 members 
Mstep: Class 6 contains 4915 members 
Mstep: Class 7 contains 39623 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5705 members 
Mstep: Class 12 contains 26031 members 
Mstep: Class 13 contains 10403 members 
Mstep: Class 14 contains 2147 members 
Mstep: Class 15 contains 21853 members 
Mstep: Class 16 contains 5521 members 
Mstep: Class 17 contains 23953 members 
Mstep: Class 18 contains 133354 members 
Mstep: Class 19 contains 2434 members 
Mstep: Class 20 contains 31236 members 
Mstep: Class 21 contains 16210 members 
Mstep: Class 22 contains 3789 members 
Mstep: Class 23 contains 6255 members 
Mstep: Class 24 contains 24501 members 
Mstep: Class 25 contains 6008 members 
Mstep: Class 26 contains 173697 members 
Mstep: Class 27 contains 3595 members 
Mstep: Class 28 contains 38685 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2214 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 4192 members 
Mstep: Class 33 contains 13380 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 113Q: 33 clusters Score -6.594525e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7176 members 
Mstep: Class 4 contains 10372 members 
Mstep: Class 5 contains 16223 members 
Mstep: Class 6 contains 4910 members 
Mstep: Class 7 contains 39658 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5706 members 
Mstep: Class 12 contains 26039 members 
Mstep: Class 13 contains 10407 members 
Mstep: Class 14 contains 2150 members 
Mstep: Class 15 contains 21832 members 
Mstep: Class 16 contains 5509 members 
Mstep: Class 17 contains 23954 members 
Mstep: Class 18 contains 133364 members 
Mstep: Class 19 contains 2434 members 
Mstep: Class 20 contains 31230 members 
Mstep: Class 21 contains 16181 members 
Mstep: Class 22 contains 3799 members 
Mstep: Class 23 contains 6268 members 
Mstep: Class 24 contains 24495 members 
Mstep: Class 25 contains 6009 members 
Mstep: Class 26 contains 173681 members 
Mstep: Class 27 contains 3595 members 
Mstep: Class 28 contains 38704 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2214 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 4192 members 
Mstep: Class 33 contains 13354 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 114Q: 33 clusters Score -6.594528e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7174 members 
Mstep: Class 4 contains 10349 members 
Mstep: Class 5 contains 16248 members 
Mstep: Class 6 contains 4900 members 
Mstep: Class 7 contains 39690 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5706 members 
Mstep: Class 12 contains 26040 members 
Mstep: Class 13 contains 10409 members 
Mstep: Class 14 contains 2152 members 
Mstep: Class 15 contains 21818 members 
Mstep: Class 16 contains 5500 members 
Mstep: Class 17 contains 23955 members 
Mstep: Class 18 contains 133375 members 
Mstep: Class 19 contains 2434 members 
Mstep: Class 20 contains 31220 members 
Mstep: Class 21 contains 16151 members 
Mstep: Class 22 contains 3814 members 
Mstep: Class 23 contains 6281 members 
Mstep: Class 24 contains 24491 members 
Mstep: Class 25 contains 6008 members 
Mstep: Class 26 contains 173681 members 
Mstep: Class 27 contains 3595 members 
Mstep: Class 28 contains 38722 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2214 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 4192 members 
Mstep: Class 33 contains 13337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65945292.000000 Penalty: 69531.039062
Iteration 115Q: 33 clusters Score -6.594529e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7172 members 
Mstep: Class 4 contains 10331 members 
Mstep: Class 5 contains 16267 members 
Mstep: Class 6 contains 4892 members 
Mstep: Class 7 contains 39722 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5706 members 
Mstep: Class 12 contains 26042 members 
Mstep: Class 13 contains 10414 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 21806 members 
Mstep: Class 16 contains 5492 members 
Mstep: Class 17 contains 23955 members 
Mstep: Class 18 contains 133384 members 
Mstep: Class 19 contains 2433 members 
Mstep: Class 20 contains 31213 members 
Mstep: Class 21 contains 16125 members 
Mstep: Class 22 contains 3829 members 
Mstep: Class 23 contains 6288 members 
Mstep: Class 24 contains 24487 members 
Mstep: Class 25 contains 6009 members 
Mstep: Class 26 contains 173678 members 
Mstep: Class 27 contains 3595 members 
Mstep: Class 28 contains 38737 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2214 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 4192 members 
Mstep: Class 33 contains 13316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65945324.000000 Penalty: 69531.039062
Iteration 116Q: 33 clusters Score -6.594532e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7171 members 
Mstep: Class 4 contains 10307 members 
Mstep: Class 5 contains 16288 members 
Mstep: Class 6 contains 4882 members 
Mstep: Class 7 contains 39751 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 926 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5707 members 
Mstep: Class 12 contains 26044 members 
Mstep: Class 13 contains 10413 members 
Mstep: Class 14 contains 2165 members 
Mstep: Class 15 contains 21797 members 
Mstep: Class 16 contains 5484 members 
Mstep: Class 17 contains 23955 members 
Mstep: Class 18 contains 133391 members 
Mstep: Class 19 contains 2435 members 
Mstep: Class 20 contains 31211 members 
Mstep: Class 21 contains 16096 members 
Mstep: Class 22 contains 3848 members 
Mstep: Class 23 contains 6288 members 
Mstep: Class 24 contains 24481 members 
Mstep: Class 25 contains 6011 members 
Mstep: Class 26 contains 173676 members 
Mstep: Class 27 contains 3592 members 
Mstep: Class 28 contains 38751 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2214 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 4192 members 
Mstep: Class 33 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65945468.000000 Penalty: 69531.039062
Iteration 117Q: 33 clusters Score -6.594547e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7170 members 
Mstep: Class 4 contains 10294 members 
Mstep: Class 5 contains 16304 members 
Mstep: Class 6 contains 4876 members 
Mstep: Class 7 contains 39781 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 926 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5708 members 
Mstep: Class 12 contains 26042 members 
Mstep: Class 13 contains 10413 members 
Mstep: Class 14 contains 2174 members 
Mstep: Class 15 contains 21792 members 
Mstep: Class 16 contains 5480 members 
Mstep: Class 17 contains 23951 members 
Mstep: Class 18 contains 133396 members 
Mstep: Class 19 contains 2437 members 
Mstep: Class 20 contains 31208 members 
Mstep: Class 21 contains 16064 members 
Mstep: Class 22 contains 3852 members 
Mstep: Class 23 contains 6290 members 
Mstep: Class 24 contains 24480 members 
Mstep: Class 25 contains 6013 members 
Mstep: Class 26 contains 173675 members 
Mstep: Class 27 contains 3595 members 
Mstep: Class 28 contains 38759 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2214 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 4192 members 
Mstep: Class 33 contains 13296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65945520.000000 Penalty: 69531.039062
Iteration 118Q: 33 clusters Score -6.594552e+07 nChanged 162
Entering ConstructFrom: 
Score: -65945520.000000 Penalty: 69531.039062
Entering ConstructFrom: 
Trying to split cluster 1 (2054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Entering Unmasked Estep 
Score: -200364.125000 Penalty: 1239.475952
	Iteration 0F: 2 clusters Score -200364.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -198261.578125 Penalty: 2478.951904
	Iteration 0F: 3 clusters Score -198261.6 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -198740.140625 Penalty: 2478.951904
	Iteration 1F: 3 clusters Score -198740.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -198919.656250 Penalty: 2478.951904
	Iteration 2F: 3 clusters Score -198919.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -199063.265625 Penalty: 2478.951904
	Iteration 3F: 3 clusters Score -199063.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -199155.796875 Penalty: 2478.951904
	Iteration 4Q: 3 clusters Score -199155.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -199235.718750 Penalty: 2478.951904
	Iteration 5Q: 3 clusters Score -199235.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -199311.609375 Penalty: 2478.951904
	Iteration 6Q: 3 clusters Score -199311.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -199365.484375 Penalty: 2478.951904
	Iteration 7Q: 3 clusters Score -199365.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -199405.250000 Penalty: 2478.951904
	Iteration 8Q: 3 clusters Score -199405.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -199434.828125 Penalty: 2478.951904
	Iteration 9Q: 3 clusters Score -199434.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -199476.031250 Penalty: 2478.951904
	Iteration 10Q: 3 clusters Score -199476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -199519.187500 Penalty: 2478.951904
	Iteration 11Q: 3 clusters Score -199519.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -199569.359375 Penalty: 2478.951904
	Iteration 12Q: 3 clusters Score -199569.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -199607.031250 Penalty: 2478.951904
	Iteration 13Q: 3 clusters Score -199607 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -199641.062500 Penalty: 2478.951904
	Iteration 14Q: 3 clusters Score -199641.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -199670.359375 Penalty: 2478.951904
	Iteration 15Q: 3 clusters Score -199670.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -199691.515625 Penalty: 2478.951904
	Iteration 16Q: 3 clusters Score -199691.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -199708.734375 Penalty: 2478.951904
	Iteration 17Q: 3 clusters Score -199708.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -199725.750000 Penalty: 2478.951904
	Iteration 18Q: 3 clusters Score -199725.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -199744.859375 Penalty: 2478.951904
	Iteration 19Q: 3 clusters Score -199744.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -199762.921875 Penalty: 2478.951904
	Iteration 20F: 3 clusters Score -199762.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -199777.843750 Penalty: 2478.951904
	Iteration 21Q: 3 clusters Score -199777.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -199792.062500 Penalty: 2478.951904
	Iteration 22Q: 3 clusters Score -199792.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -199803.734375 Penalty: 2478.951904
	Iteration 23Q: 3 clusters Score -199803.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -199818.562500 Penalty: 2478.951904
	Iteration 24Q: 3 clusters Score -199818.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -199835.203125 Penalty: 2478.951904
	Iteration 25Q: 3 clusters Score -199835.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -199848.437500 Penalty: 2478.951904
	Iteration 26Q: 3 clusters Score -199848.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -199855.062500 Penalty: 2478.951904
	Iteration 27Q: 3 clusters Score -199855.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -199862.218750 Penalty: 2478.951904
	Iteration 28Q: 3 clusters Score -199862.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -199867.687500 Penalty: 2478.951904
	Iteration 29Q: 3 clusters Score -199867.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -199874.406250 Penalty: 2478.951904
	Iteration 30Q: 3 clusters Score -199874.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -199876.687500 Penalty: 2478.951904
	Iteration 31Q: 3 clusters Score -199876.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -199878.250000 Penalty: 2478.951904
	Iteration 32Q: 3 clusters Score -199878.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -199879.562500 Penalty: 2478.951904
	Iteration 33Q: 3 clusters Score -199879.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -199881.578125 Penalty: 2478.951904
	Iteration 34Q: 3 clusters Score -199881.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -199882.734375 Penalty: 2478.951904
	Iteration 35Q: 3 clusters Score -199882.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -199884.218750 Penalty: 2478.951904
	Iteration 36Q: 3 clusters Score -199884.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -199885.671875 Penalty: 2478.951904
	Iteration 37Q: 3 clusters Score -199885.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -199886.031250 Penalty: 2478.951904
	Iteration 38Q: 3 clusters Score -199886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -199886.437500 Penalty: 2478.951904
	Iteration 39Q: 3 clusters Score -199886.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -199886.437500 Penalty: 2478.951904
	Iteration 40F: 3 clusters Score -199886.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Entering Unmasked Estep 
Score: -680265.375000 Penalty: 1442.529175
	Iteration 0F: 2 clusters Score -680265.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -674872.500000 Penalty: 2885.058350
	Iteration 0F: 3 clusters Score -674872.5 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -676584.562500 Penalty: 2885.058350
	Iteration 1F: 3 clusters Score -676584.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -676961.125000 Penalty: 2885.058350
	Iteration 2F: 3 clusters Score -676961.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -677277.937500 Penalty: 2885.058350
	Iteration 3F: 3 clusters Score -677277.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -677552.812500 Penalty: 2885.058350
	Iteration 4F: 3 clusters Score -677552.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -677792.187500 Penalty: 2885.058350
	Iteration 5F: 3 clusters Score -677792.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -678026.375000 Penalty: 2885.058350
	Iteration 6Q: 3 clusters Score -678026.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -678269.187500 Penalty: 2885.058350
	Iteration 7Q: 3 clusters Score -678269.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -678473.500000 Penalty: 2885.058350
	Iteration 8Q: 3 clusters Score -678473.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -678660.625000 Penalty: 2885.058350
	Iteration 9Q: 3 clusters Score -678660.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -678803.812500 Penalty: 2885.058350
	Iteration 10Q: 3 clusters Score -678803.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -678922.625000 Penalty: 2885.058350
	Iteration 11Q: 3 clusters Score -678922.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -679031.312500 Penalty: 2885.058350
	Iteration 12Q: 3 clusters Score -679031.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -679118.375000 Penalty: 2885.058350
	Iteration 13Q: 3 clusters Score -679118.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -679203.000000 Penalty: 2885.058350
	Iteration 14Q: 3 clusters Score -679203 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -679246.875000 Penalty: 2885.058350
	Iteration 15Q: 3 clusters Score -679246.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -679297.062500 Penalty: 2885.058350
	Iteration 16Q: 3 clusters Score -679297.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -679334.437500 Penalty: 2885.058350
	Iteration 17Q: 3 clusters Score -679334.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -679360.375000 Penalty: 2885.058350
	Iteration 18Q: 3 clusters Score -679360.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -679374.625000 Penalty: 2885.058350
	Iteration 19Q: 3 clusters Score -679374.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -679382.437500 Penalty: 2885.058350
	Iteration 20F: 3 clusters Score -679382.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -679390.437500 Penalty: 2885.058350
	Iteration 21Q: 3 clusters Score -679390.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -679396.250000 Penalty: 2885.058350
	Iteration 22Q: 3 clusters Score -679396.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -679401.375000 Penalty: 2885.058350
	Iteration 23Q: 3 clusters Score -679401.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -679409.187500 Penalty: 2885.058350
	Iteration 24Q: 3 clusters Score -679409.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -679414.687500 Penalty: 2885.058350
	Iteration 25Q: 3 clusters Score -679414.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -679419.375000 Penalty: 2885.058350
	Iteration 26Q: 3 clusters Score -679419.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -679423.937500 Penalty: 2885.058350
	Iteration 27Q: 3 clusters Score -679423.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -679430.250000 Penalty: 2885.058350
	Iteration 28Q: 3 clusters Score -679430.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -679436.375000 Penalty: 2885.058350
	Iteration 29Q: 3 clusters Score -679436.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -679440.625000 Penalty: 2885.058350
	Iteration 30Q: 3 clusters Score -679440.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -679442.500000 Penalty: 2885.058350
	Iteration 31Q: 3 clusters Score -679442.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -679446.500000 Penalty: 2885.058350
	Iteration 32Q: 3 clusters Score -679446.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -679446.625000 Penalty: 2885.058350
	Iteration 33Q: 3 clusters Score -679446.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -679447.875000 Penalty: 2885.058350
	Iteration 34Q: 3 clusters Score -679447.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -679449.312500 Penalty: 2885.058350
	Iteration 35Q: 3 clusters Score -679449.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -679451.125000 Penalty: 2885.058350
	Iteration 36Q: 3 clusters Score -679451.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -679451.437500 Penalty: 2885.058350
	Iteration 37Q: 3 clusters Score -679451.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -679452.125000 Penalty: 2885.058350
	Iteration 38Q: 3 clusters Score -679452.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -679452.687500 Penalty: 2885.058350
	Iteration 39Q: 3 clusters Score -679452.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -679453.812500 Penalty: 2885.058350
	Iteration 40F: 3 clusters Score -679453.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -679455.125000 Penalty: 2885.058350
	Iteration 41Q: 3 clusters Score -679455.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -679453.187500 Penalty: 2885.058350
	Iteration 42Q: 3 clusters Score -679453.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -679453.312500 Penalty: 2885.058350
	Iteration 43Q: 3 clusters Score -679453.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -679453.312500 Penalty: 2885.058350
	Iteration 44Q: 3 clusters Score -679453.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -679452.437500 Penalty: 2885.058350
	Iteration 45Q: 3 clusters Score -679452.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -679454.562500 Penalty: 2885.058350
	Iteration 46Q: 3 clusters Score -679454.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -679453.500000 Penalty: 2885.058350
	Iteration 47Q: 3 clusters Score -679453.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -679455.312500 Penalty: 2885.058350
	Iteration 48Q: 3 clusters Score -679455.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -679454.500000 Penalty: 2885.058350
	Iteration 49Q: 3 clusters Score -679454.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -679454.500000 Penalty: 2885.058350
	Iteration 50F: 3 clusters Score -679454.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Entering Unmasked Estep 
Score: -1062879.250000 Penalty: 1501.199341
	Iteration 0F: 2 clusters Score -1062879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1055490.750000 Penalty: 3002.398682
	Iteration 0F: 3 clusters Score -1055491 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1058088.000000 Penalty: 3002.398682
	Iteration 1F: 3 clusters Score -1058088 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1058430.375000 Penalty: 3002.398682
	Iteration 2F: 3 clusters Score -1058430 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1058719.625000 Penalty: 3002.398682
	Iteration 3F: 3 clusters Score -1058720 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1059002.125000 Penalty: 3002.398682
	Iteration 4F: 3 clusters Score -1059002 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1059307.000000 Penalty: 3002.398682
	Iteration 5F: 3 clusters Score -1059307 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1059584.250000 Penalty: 3002.398682
	Iteration 6F: 3 clusters Score -1059584 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1059865.000000 Penalty: 3002.398682
	Iteration 7Q: 3 clusters Score -1059865 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1060174.125000 Penalty: 3002.398682
	Iteration 8Q: 3 clusters Score -1060174 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1060434.250000 Penalty: 3002.398682
	Iteration 9Q: 3 clusters Score -1060434 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1060615.500000 Penalty: 3002.398682
	Iteration 10Q: 3 clusters Score -1060616 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1060745.250000 Penalty: 3002.398682
	Iteration 11Q: 3 clusters Score -1060745 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1060852.250000 Penalty: 3002.398682
	Iteration 12Q: 3 clusters Score -1060852 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1060929.375000 Penalty: 3002.398682
	Iteration 13Q: 3 clusters Score -1060929 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1060988.250000 Penalty: 3002.398682
	Iteration 14Q: 3 clusters Score -1060988 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1061025.500000 Penalty: 3002.398682
	Iteration 15Q: 3 clusters Score -1061026 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1061057.000000 Penalty: 3002.398682
	Iteration 16Q: 3 clusters Score -1061057 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1061085.750000 Penalty: 3002.398682
	Iteration 17Q: 3 clusters Score -1061086 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1061104.500000 Penalty: 3002.398682
	Iteration 18Q: 3 clusters Score -1061104 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1061119.000000 Penalty: 3002.398682
	Iteration 19Q: 3 clusters Score -1061119 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1061133.000000 Penalty: 3002.398682
	Iteration 20F: 3 clusters Score -1061133 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1061146.250000 Penalty: 3002.398682
	Iteration 21Q: 3 clusters Score -1061146 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1061161.125000 Penalty: 3002.398682
	Iteration 22Q: 3 clusters Score -1061161 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1061168.625000 Penalty: 3002.398682
	Iteration 23Q: 3 clusters Score -1061169 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1061183.250000 Penalty: 3002.398682
	Iteration 24Q: 3 clusters Score -1061183 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1061194.125000 Penalty: 3002.398682
	Iteration 25Q: 3 clusters Score -1061194 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1061203.625000 Penalty: 3002.398682
	Iteration 26Q: 3 clusters Score -1061204 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1061209.625000 Penalty: 3002.398682
	Iteration 27Q: 3 clusters Score -1061210 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1061219.875000 Penalty: 3002.398682
	Iteration 28Q: 3 clusters Score -1061220 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1061228.250000 Penalty: 3002.398682
	Iteration 29Q: 3 clusters Score -1061228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1061233.375000 Penalty: 3002.398682
	Iteration 30Q: 3 clusters Score -1061233 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1061240.625000 Penalty: 3002.398682
	Iteration 31Q: 3 clusters Score -1061241 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1061245.125000 Penalty: 3002.398682
	Iteration 32Q: 3 clusters Score -1061245 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1061255.250000 Penalty: 3002.398682
	Iteration 33Q: 3 clusters Score -1061255 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1061264.125000 Penalty: 3002.398682
	Iteration 34Q: 3 clusters Score -1061264 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1061272.750000 Penalty: 3002.398682
	Iteration 35Q: 3 clusters Score -1061273 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1061290.000000 Penalty: 3002.398682
	Iteration 36Q: 3 clusters Score -1061290 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1061307.000000 Penalty: 3002.398682
	Iteration 37Q: 3 clusters Score -1061307 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1061327.250000 Penalty: 3002.398682
	Iteration 38Q: 3 clusters Score -1061327 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1061348.000000 Penalty: 3002.398682
	Iteration 39Q: 3 clusters Score -1061348 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1061367.125000 Penalty: 3002.398682
	Iteration 40F: 3 clusters Score -1061367 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1061386.625000 Penalty: 3002.398682
	Iteration 41Q: 3 clusters Score -1061387 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1061404.500000 Penalty: 3002.398682
	Iteration 42Q: 3 clusters Score -1061404 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1061424.875000 Penalty: 3002.398682
	Iteration 43Q: 3 clusters Score -1061425 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1061447.375000 Penalty: 3002.398682
	Iteration 44Q: 3 clusters Score -1061447 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1061467.125000 Penalty: 3002.398682
	Iteration 45Q: 3 clusters Score -1061467 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1061496.000000 Penalty: 3002.398682
	Iteration 46Q: 3 clusters Score -1061496 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1061515.000000 Penalty: 3002.398682
	Iteration 47Q: 3 clusters Score -1061515 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1061531.875000 Penalty: 3002.398682
	Iteration 48Q: 3 clusters Score -1061532 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1061546.875000 Penalty: 3002.398682
	Iteration 49Q: 3 clusters Score -1061547 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1061566.750000 Penalty: 3002.398682
	Iteration 50Q: 3 clusters Score -1061567 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1061590.750000 Penalty: 3002.398682
	Iteration 51Q: 3 clusters Score -1061591 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1061615.500000 Penalty: 3002.398682
	Iteration 52Q: 3 clusters Score -1061616 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1061636.250000 Penalty: 3002.398682
	Iteration 53Q: 3 clusters Score -1061636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1061647.625000 Penalty: 3002.398682
	Iteration 54Q: 3 clusters Score -1061648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1061654.875000 Penalty: 3002.398682
	Iteration 55Q: 3 clusters Score -1061655 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1061660.375000 Penalty: 3002.398682
	Iteration 56Q: 3 clusters Score -1061660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1061667.750000 Penalty: 3002.398682
	Iteration 57Q: 3 clusters Score -1061668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1061673.000000 Penalty: 3002.398682
	Iteration 58Q: 3 clusters Score -1061673 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1061683.000000 Penalty: 3002.398682
	Iteration 59Q: 3 clusters Score -1061683 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1061688.125000 Penalty: 3002.398682
	Iteration 60F: 3 clusters Score -1061688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1061697.500000 Penalty: 3002.398682
	Iteration 61Q: 3 clusters Score -1061698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1061702.750000 Penalty: 3002.398682
	Iteration 62Q: 3 clusters Score -1061703 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1061710.250000 Penalty: 3002.398682
	Iteration 63Q: 3 clusters Score -1061710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1061720.625000 Penalty: 3002.398682
	Iteration 64Q: 3 clusters Score -1061721 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1061726.500000 Penalty: 3002.398682
	Iteration 65Q: 3 clusters Score -1061726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1061728.875000 Penalty: 3002.398682
	Iteration 66Q: 3 clusters Score -1061729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1061731.250000 Penalty: 3002.398682
	Iteration 67Q: 3 clusters Score -1061731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1061733.000000 Penalty: 3002.398682
	Iteration 68Q: 3 clusters Score -1061733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1061736.125000 Penalty: 3002.398682
	Iteration 69Q: 3 clusters Score -1061736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1061735.625000 Penalty: 3002.398682
	Iteration 70Q: 3 clusters Score -1061736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1061738.125000 Penalty: 3002.398682
	Iteration 71Q: 3 clusters Score -1061738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1061740.500000 Penalty: 3002.398682
	Iteration 72Q: 3 clusters Score -1061740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1061744.250000 Penalty: 3002.398682
	Iteration 73Q: 3 clusters Score -1061744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1061747.625000 Penalty: 3002.398682
	Iteration 74Q: 3 clusters Score -1061748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1061754.000000 Penalty: 3002.398682
	Iteration 75Q: 3 clusters Score -1061754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1061757.625000 Penalty: 3002.398682
	Iteration 76Q: 3 clusters Score -1061758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1061762.875000 Penalty: 3002.398682
	Iteration 77Q: 3 clusters Score -1061763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1061768.875000 Penalty: 3002.398682
	Iteration 78Q: 3 clusters Score -1061769 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1061775.625000 Penalty: 3002.398682
	Iteration 79Q: 3 clusters Score -1061776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1061779.875000 Penalty: 3002.398682
	Iteration 80F: 3 clusters Score -1061780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1061783.375000 Penalty: 3002.398682
	Iteration 81Q: 3 clusters Score -1061783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1061788.125000 Penalty: 3002.398682
	Iteration 82Q: 3 clusters Score -1061788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1061789.375000 Penalty: 3002.398682
	Iteration 83Q: 3 clusters Score -1061789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1061792.125000 Penalty: 3002.398682
	Iteration 84Q: 3 clusters Score -1061792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1061795.125000 Penalty: 3002.398682
	Iteration 85Q: 3 clusters Score -1061795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1061799.000000 Penalty: 3002.398682
	Iteration 86Q: 3 clusters Score -1061799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1061803.500000 Penalty: 3002.398682
	Iteration 87Q: 3 clusters Score -1061804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1061808.375000 Penalty: 3002.398682
	Iteration 88Q: 3 clusters Score -1061808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1061810.125000 Penalty: 3002.398682
	Iteration 89Q: 3 clusters Score -1061810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1061811.250000 Penalty: 3002.398682
	Iteration 90Q: 3 clusters Score -1061811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1061809.375000 Penalty: 3002.398682
	Iteration 91Q: 3 clusters Score -1061809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1061811.500000 Penalty: 3002.398682
	Iteration 92Q: 3 clusters Score -1061812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1061811.125000 Penalty: 3002.398682
	Iteration 93Q: 3 clusters Score -1061811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1061810.375000 Penalty: 3002.398682
	Iteration 94Q: 3 clusters Score -1061810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1061811.875000 Penalty: 3002.398682
	Iteration 95Q: 3 clusters Score -1061812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1061812.000000 Penalty: 3002.398682
	Iteration 96Q: 3 clusters Score -1061812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1061811.250000 Penalty: 3002.398682
	Iteration 97Q: 3 clusters Score -1061811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1061811.250000 Penalty: 3002.398682
	Iteration 98Q: 3 clusters Score -1061811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1061810.250000 Penalty: 3002.398682
	Iteration 99Q: 3 clusters Score -1061810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1061811.000000 Penalty: 3002.398682
	Iteration 100F: 3 clusters Score -1061811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1061811.875000 Penalty: 3002.398682
	Iteration 101Q: 3 clusters Score -1061812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1061813.625000 Penalty: 3002.398682
	Iteration 102Q: 3 clusters Score -1061814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1061813.500000 Penalty: 3002.398682
	Iteration 103Q: 3 clusters Score -1061814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1061815.000000 Penalty: 3002.398682
	Iteration 104Q: 3 clusters Score -1061815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1061816.625000 Penalty: 3002.398682
	Iteration 105Q: 3 clusters Score -1061817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1061816.375000 Penalty: 3002.398682
	Iteration 106Q: 3 clusters Score -1061816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1061817.125000 Penalty: 3002.398682
	Iteration 107Q: 3 clusters Score -1061817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1061819.250000 Penalty: 3002.398682
	Iteration 108Q: 3 clusters Score -1061819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1061820.750000 Penalty: 3002.398682
	Iteration 109Q: 3 clusters Score -1061821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1061818.500000 Penalty: 3002.398682
	Iteration 110Q: 3 clusters Score -1061818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1061819.750000 Penalty: 3002.398682
	Iteration 111Q: 3 clusters Score -1061820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1061818.375000 Penalty: 3002.398682
	Iteration 112Q: 3 clusters Score -1061818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1061819.125000 Penalty: 3002.398682
	Iteration 113Q: 3 clusters Score -1061819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1061819.500000 Penalty: 3002.398682
	Iteration 114Q: 3 clusters Score -1061820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1061819.500000 Penalty: 3002.398682
	Iteration 115F: 3 clusters Score -1061820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Entering Unmasked Estep 
Score: -1749177.500000 Penalty: 1576.293701
	Iteration 0F: 2 clusters Score -1749178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1738011.000000 Penalty: 3152.587402
	Iteration 0F: 3 clusters Score -1738011 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1742022.125000 Penalty: 3152.587402
	Iteration 1F: 3 clusters Score -1742022 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1742331.750000 Penalty: 3152.587402
	Iteration 2F: 3 clusters Score -1742332 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1742634.625000 Penalty: 3152.587402
	Iteration 3Q: 3 clusters Score -1742635 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1742958.375000 Penalty: 3152.587402
	Iteration 4Q: 3 clusters Score -1742958 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1743296.500000 Penalty: 3152.587402
	Iteration 5Q: 3 clusters Score -1743296 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1743662.625000 Penalty: 3152.587402
	Iteration 6Q: 3 clusters Score -1743663 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1744025.500000 Penalty: 3152.587402
	Iteration 7Q: 3 clusters Score -1744026 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1744380.750000 Penalty: 3152.587402
	Iteration 8Q: 3 clusters Score -1744381 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1744760.125000 Penalty: 3152.587402
	Iteration 9Q: 3 clusters Score -1744760 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1745129.625000 Penalty: 3152.587402
	Iteration 10Q: 3 clusters Score -1745130 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1745558.375000 Penalty: 3152.587402
	Iteration 11Q: 3 clusters Score -1745558 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1746028.875000 Penalty: 3152.587402
	Iteration 12Q: 3 clusters Score -1746029 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1746437.125000 Penalty: 3152.587402
	Iteration 13Q: 3 clusters Score -1746437 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1746785.500000 Penalty: 3152.587402
	Iteration 14Q: 3 clusters Score -1746786 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1747057.250000 Penalty: 3152.587402
	Iteration 15Q: 3 clusters Score -1747057 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1747261.875000 Penalty: 3152.587402
	Iteration 16Q: 3 clusters Score -1747262 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -1747429.125000 Penalty: 3152.587402
	Iteration 17Q: 3 clusters Score -1747429 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1747553.875000 Penalty: 3152.587402
	Iteration 18Q: 3 clusters Score -1747554 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1747634.375000 Penalty: 3152.587402
	Iteration 19Q: 3 clusters Score -1747634 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -1747686.375000 Penalty: 3152.587402
	Iteration 20F: 3 clusters Score -1747686 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -1747722.125000 Penalty: 3152.587402
	Iteration 21Q: 3 clusters Score -1747722 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1747758.500000 Penalty: 3152.587402
	Iteration 22Q: 3 clusters Score -1747758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -1747777.875000 Penalty: 3152.587402
	Iteration 23Q: 3 clusters Score -1747778 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1747799.000000 Penalty: 3152.587402
	Iteration 24Q: 3 clusters Score -1747799 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -1747812.625000 Penalty: 3152.587402
	Iteration 25Q: 3 clusters Score -1747813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1747834.750000 Penalty: 3152.587402
	Iteration 26Q: 3 clusters Score -1747835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -1747849.375000 Penalty: 3152.587402
	Iteration 27Q: 3 clusters Score -1747849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -1747857.000000 Penalty: 3152.587402
	Iteration 28Q: 3 clusters Score -1747857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -1747865.375000 Penalty: 3152.587402
	Iteration 29Q: 3 clusters Score -1747865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -1747872.625000 Penalty: 3152.587402
	Iteration 30Q: 3 clusters Score -1747873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -1747872.500000 Penalty: 3152.587402
	Iteration 31Q: 3 clusters Score -1747872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -1747876.875000 Penalty: 3152.587402
	Iteration 32Q: 3 clusters Score -1747877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -1747877.625000 Penalty: 3152.587402
	Iteration 33Q: 3 clusters Score -1747878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -1747877.875000 Penalty: 3152.587402
	Iteration 34Q: 3 clusters Score -1747878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -1747881.625000 Penalty: 3152.587402
	Iteration 35Q: 3 clusters Score -1747882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -1747879.750000 Penalty: 3152.587402
	Iteration 36Q: 3 clusters Score -1747880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -1747881.375000 Penalty: 3152.587402
	Iteration 37Q: 3 clusters Score -1747881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -1747884.500000 Penalty: 3152.587402
	Iteration 38Q: 3 clusters Score -1747884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -1747888.375000 Penalty: 3152.587402
	Iteration 39Q: 3 clusters Score -1747888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1747885.250000 Penalty: 3152.587402
	Iteration 40F: 3 clusters Score -1747885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -1747886.375000 Penalty: 3152.587402
	Iteration 41Q: 3 clusters Score -1747886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -1747887.750000 Penalty: 3152.587402
	Iteration 42Q: 3 clusters Score -1747888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -1747889.875000 Penalty: 3152.587402
	Iteration 43Q: 3 clusters Score -1747890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1747892.375000 Penalty: 3152.587402
	Iteration 44Q: 3 clusters Score -1747892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -1747895.375000 Penalty: 3152.587402
	Iteration 45Q: 3 clusters Score -1747895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -1747897.625000 Penalty: 3152.587402
	Iteration 46Q: 3 clusters Score -1747898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -1747897.625000 Penalty: 3152.587402
	Iteration 47F: 3 clusters Score -1747898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Entering Unmasked Estep 
Score: -509818.937500 Penalty: 1379.729614
	Iteration 0F: 2 clusters Score -509818.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -505959.968750 Penalty: 2759.459229
	Iteration 0F: 3 clusters Score -505960 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -506927.250000 Penalty: 2759.459229
	Iteration 1F: 3 clusters Score -506927.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -507106.000000 Penalty: 2759.459229
	Iteration 2F: 3 clusters Score -507106 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -507246.093750 Penalty: 2759.459229
	Iteration 3F: 3 clusters Score -507246.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -507379.187500 Penalty: 2759.459229
	Iteration 4Q: 3 clusters Score -507379.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -507478.781250 Penalty: 2759.459229
	Iteration 5Q: 3 clusters Score -507478.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -507578.718750 Penalty: 2759.459229
	Iteration 6Q: 3 clusters Score -507578.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -507666.125000 Penalty: 2759.459229
	Iteration 7Q: 3 clusters Score -507666.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -507759.718750 Penalty: 2759.459229
	Iteration 8Q: 3 clusters Score -507759.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -507843.906250 Penalty: 2759.459229
	Iteration 9Q: 3 clusters Score -507843.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -507925.312500 Penalty: 2759.459229
	Iteration 10Q: 3 clusters Score -507925.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -508018.656250 Penalty: 2759.459229
	Iteration 11Q: 3 clusters Score -508018.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -508119.718750 Penalty: 2759.459229
	Iteration 12Q: 3 clusters Score -508119.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -508216.437500 Penalty: 2759.459229
	Iteration 13Q: 3 clusters Score -508216.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -508307.843750 Penalty: 2759.459229
	Iteration 14Q: 3 clusters Score -508307.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -508395.062500 Penalty: 2759.459229
	Iteration 15Q: 3 clusters Score -508395.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -508457.250000 Penalty: 2759.459229
	Iteration 16Q: 3 clusters Score -508457.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -508511.281250 Penalty: 2759.459229
	Iteration 17Q: 3 clusters Score -508511.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -508550.718750 Penalty: 2759.459229
	Iteration 18Q: 3 clusters Score -508550.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -508582.218750 Penalty: 2759.459229
	Iteration 19Q: 3 clusters Score -508582.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -508605.593750 Penalty: 2759.459229
	Iteration 20F: 3 clusters Score -508605.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -508622.125000 Penalty: 2759.459229
	Iteration 21Q: 3 clusters Score -508622.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -508633.000000 Penalty: 2759.459229
	Iteration 22Q: 3 clusters Score -508633 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -508645.875000 Penalty: 2759.459229
	Iteration 23Q: 3 clusters Score -508645.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -508663.062500 Penalty: 2759.459229
	Iteration 24Q: 3 clusters Score -508663.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -508678.375000 Penalty: 2759.459229
	Iteration 25Q: 3 clusters Score -508678.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -508693.687500 Penalty: 2759.459229
	Iteration 26Q: 3 clusters Score -508693.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -508705.031250 Penalty: 2759.459229
	Iteration 27Q: 3 clusters Score -508705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -508712.156250 Penalty: 2759.459229
	Iteration 28Q: 3 clusters Score -508712.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -508717.218750 Penalty: 2759.459229
	Iteration 29Q: 3 clusters Score -508717.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -508719.875000 Penalty: 2759.459229
	Iteration 30Q: 3 clusters Score -508719.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -508721.562500 Penalty: 2759.459229
	Iteration 31Q: 3 clusters Score -508721.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -508721.781250 Penalty: 2759.459229
	Iteration 32Q: 3 clusters Score -508721.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -508722.718750 Penalty: 2759.459229
	Iteration 33Q: 3 clusters Score -508722.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -508722.718750 Penalty: 2759.459229
	Iteration 34F: 3 clusters Score -508722.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Entering Unmasked Estep 
Score: -4167902.500000 Penalty: 1721.159058
	Iteration 0F: 2 clusters Score -4167902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -4141297.500000 Penalty: 3442.318115
	Iteration 0F: 3 clusters Score -4141298 nChanged 18553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -4152462.250000 Penalty: 3442.318115
	Iteration 1F: 3 clusters Score -4152462 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -4153688.250000 Penalty: 3442.318115
	Iteration 2F: 3 clusters Score -4153688 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -4155279.500000 Penalty: 3442.318115
	Iteration 3F: 3 clusters Score -4155280 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -4157296.750000 Penalty: 3442.318115
	Iteration 4F: 3 clusters Score -4157297 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -4159568.750000 Penalty: 3442.318115
	Iteration 5F: 3 clusters Score -4159569 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -4161569.250000 Penalty: 3442.318115
	Iteration 6F: 3 clusters Score -4161569 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -4163111.000000 Penalty: 3442.318115
	Iteration 7F: 3 clusters Score -4163111 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -4164289.000000 Penalty: 3442.318115
	Iteration 8Q: 3 clusters Score -4164289 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -4165172.500000 Penalty: 3442.318115
	Iteration 9Q: 3 clusters Score -4165172 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -4165784.250000 Penalty: 3442.318115
	Iteration 10Q: 3 clusters Score -4165784 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -4166224.500000 Penalty: 3442.318115
	Iteration 11Q: 3 clusters Score -4166224 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -4166501.250000 Penalty: 3442.318115
	Iteration 12Q: 3 clusters Score -4166501 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -4166646.750000 Penalty: 3442.318115
	Iteration 13Q: 3 clusters Score -4166647 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -4166734.500000 Penalty: 3442.318115
	Iteration 14Q: 3 clusters Score -4166734 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -4166814.750000 Penalty: 3442.318115
	Iteration 15Q: 3 clusters Score -4166815 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -4166860.750000 Penalty: 3442.318115
	Iteration 16Q: 3 clusters Score -4166861 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -4166915.750000 Penalty: 3442.318115
	Iteration 17Q: 3 clusters Score -4166916 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -4166936.000000 Penalty: 3442.318115
	Iteration 18Q: 3 clusters Score -4166936 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -4166964.250000 Penalty: 3442.318115
	Iteration 19Q: 3 clusters Score -4166964 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -4167001.000000 Penalty: 3442.318115
	Iteration 20F: 3 clusters Score -4167001 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -4167026.250000 Penalty: 3442.318115
	Iteration 21Q: 3 clusters Score -4167026 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -4167046.750000 Penalty: 3442.318115
	Iteration 22Q: 3 clusters Score -4167047 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -4167064.750000 Penalty: 3442.318115
	Iteration 23Q: 3 clusters Score -4167065 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -4167093.500000 Penalty: 3442.318115
	Iteration 24Q: 3 clusters Score -4167094 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -4167112.000000 Penalty: 3442.318115
	Iteration 25Q: 3 clusters Score -4167112 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -4167122.250000 Penalty: 3442.318115
	Iteration 26Q: 3 clusters Score -4167122 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -4167144.750000 Penalty: 3442.318115
	Iteration 27Q: 3 clusters Score -4167145 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -4167159.000000 Penalty: 3442.318115
	Iteration 28Q: 3 clusters Score -4167159 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -4167178.500000 Penalty: 3442.318115
	Iteration 29Q: 3 clusters Score -4167178 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -4167187.250000 Penalty: 3442.318115
	Iteration 30Q: 3 clusters Score -4167187 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -4167185.250000 Penalty: 3442.318115
	Iteration 31Q: 3 clusters Score -4167185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -4167190.250000 Penalty: 3442.318115
	Iteration 32Q: 3 clusters Score -4167190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -4167192.750000 Penalty: 3442.318115
	Iteration 33Q: 3 clusters Score -4167193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -4167194.500000 Penalty: 3442.318115
	Iteration 34Q: 3 clusters Score -4167194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -4167197.000000 Penalty: 3442.318115
	Iteration 35Q: 3 clusters Score -4167197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -4167200.500000 Penalty: 3442.318115
	Iteration 36Q: 3 clusters Score -4167200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -4167197.500000 Penalty: 3442.318115
	Iteration 37Q: 3 clusters Score -4167198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -4167198.500000 Penalty: 3442.318115
	Iteration 38Q: 3 clusters Score -4167198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -4167198.000000 Penalty: 3442.318115
	Iteration 39Q: 3 clusters Score -4167198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -4167198.000000 Penalty: 3442.318115
	Iteration 40F: 3 clusters Score -4167198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -24856.777344 Penalty: 927.405457
	Iteration 0F: 2 clusters Score -24856.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24143.962891 Penalty: 1854.810913
	Iteration 0F: 3 clusters Score -24143.96 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24372.500000 Penalty: 1854.810913
	Iteration 1F: 3 clusters Score -24372.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24495.273438 Penalty: 1854.810913
	Iteration 2F: 3 clusters Score -24495.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24644.410156 Penalty: 1854.810913
	Iteration 3F: 3 clusters Score -24644.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -24841.953125 Penalty: 1854.810913
	Iteration 4Q: 3 clusters Score -24841.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -25072.046875 Penalty: 1854.810913
	Iteration 5Q: 3 clusters Score -25072.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -25186.537109 Penalty: 1854.810913
	Iteration 6Q: 3 clusters Score -25186.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -25213.632812 Penalty: 1854.810913
	Iteration 7Q: 3 clusters Score -25213.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -25224.496094 Penalty: 1854.810913
	Iteration 8Q: 3 clusters Score -25224.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -25272.115234 Penalty: 1854.810913
	Iteration 9F: 3 clusters Score -25272.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25495.207031 Penalty: 1854.810913
	Iteration 10Q: 3 clusters Score -25495.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25519.808594 Penalty: 1854.810913
	Iteration 11Q: 3 clusters Score -25519.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25550.820312 Penalty: 1854.810913
	Iteration 12Q: 3 clusters Score -25550.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25566.123047 Penalty: 1854.810913
	Iteration 13Q: 3 clusters Score -25566.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25576.507812 Penalty: 1854.810913
	Iteration 14Q: 3 clusters Score -25576.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25578.121094 Penalty: 1854.810913
	Iteration 15F: 3 clusters Score -25578.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25593.199219 Penalty: 1854.810913
	Iteration 16Q: 3 clusters Score -25593.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25606.488281 Penalty: 1854.810913
	Iteration 17Q: 3 clusters Score -25606.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25618.185547 Penalty: 1854.810913
	Iteration 18Q: 3 clusters Score -25618.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25742.914062 Penalty: 1854.810913
	Iteration 19Q: 3 clusters Score -25742.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25746.744141 Penalty: 1854.810913
	Iteration 20F: 3 clusters Score -25746.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -25778.496094 Penalty: 1854.810913
	Iteration 21Q: 3 clusters Score -25778.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -25778.496094 Penalty: 1854.810913
	Iteration 22F: 3 clusters Score -25778.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 3 contains 206 members 
Mstep: Class 4 contains 10282 members 
Mstep: Class 5 contains 16322 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 39805 members 
Mstep: Class 8 contains 95 members 
Mstep: Class 9 contains 926 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5709 members 
Mstep: Class 12 contains 26041 members 
Mstep: Class 13 contains 10415 members 
Mstep: Class 14 contains 2182 members 
Mstep: Class 15 contains 21788 members 
Mstep: Class 16 contains 5471 members 
Mstep: Class 17 contains 23954 members 
Mstep: Class 18 contains 133397 members 
Mstep: Class 19 contains 2437 members 
Mstep: Class 20 contains 31207 members 
Mstep: Class 21 contains 16028 members 
Mstep: Class 22 contains 3868 members 
Mstep: Class 23 contains 6288 members 
Mstep: Class 24 contains 24486 members 
Mstep: Class 25 contains 6014 members 
Mstep: Class 26 contains 173673 members 
Mstep: Class 27 contains 3594 members 
Mstep: Class 28 contains 38769 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2214 members 
Mstep: Class 31 contains 2837 members 
Mstep: Class 32 contains 4192 members 
Mstep: Class 33 contains 13284 members 
Entering Unmasked Estep 
Score: -65945224.000000 Penalty: 71703.882812
Splitting cluster 8 changes total score from -65945520.000000 to -65945224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -91262.007812 Penalty: 1110.017090
	Iteration 0F: 2 clusters Score -91262.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -89933.179688 Penalty: 2220.034180
	Iteration 0F: 3 clusters Score -89933.18 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -90145.937500 Penalty: 2220.034180
	Iteration 1F: 3 clusters Score -90145.94 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -90219.765625 Penalty: 2220.034180
	Iteration 2F: 3 clusters Score -90219.77 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -90313.359375 Penalty: 2220.034180
	Iteration 3F: 3 clusters Score -90313.36 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -90458.007812 Penalty: 2220.034180
	Iteration 4F: 3 clusters Score -90458.01 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -90706.500000 Penalty: 2220.034180
	Iteration 5F: 3 clusters Score -90706.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -91169.343750 Penalty: 2220.034180
	Iteration 6F: 3 clusters Score -91169.34 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -91500.000000 Penalty: 2220.034180
	Iteration 7F: 3 clusters Score -91500 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -91588.453125 Penalty: 2220.034180
	Iteration 8F: 3 clusters Score -91588.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -91619.531250 Penalty: 2220.034180
	Iteration 9Q: 3 clusters Score -91619.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -91628.031250 Penalty: 2220.034180
	Iteration 10Q: 3 clusters Score -91628.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -91630.859375 Penalty: 2220.034180
	Iteration 11Q: 3 clusters Score -91630.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -91630.859375 Penalty: 2220.034180
	Iteration 12F: 3 clusters Score -91630.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 3 contains 151 members 
Mstep: Class 4 contains 10282 members 
Mstep: Class 5 contains 16322 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 39805 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5709 members 
Mstep: Class 12 contains 26041 members 
Mstep: Class 13 contains 10415 members 
Mstep: Class 14 contains 2182 members 
Mstep: Class 15 contains 21788 members 
Mstep: Class 16 contains 5471 members 
Mstep: Class 17 contains 23954 members 
Mstep: Class 18 contains 133397 members 
Mstep: Class 19 contains 2437 members 
Mstep: Class 20 contains 31207 members 
Mstep: Class 21 contains 16028 members 
Mstep: Class 22 contains 3868 members 
Mstep: Class 23 contains 6288 members 
Mstep: Class 24 contains 24486 members 
Mstep: Class 25 contains 6014 members 
Mstep: Class 26 contains 173673 members 
Mstep: Class 27 contains 3594 members 
Mstep: Class 28 contains 38769 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2214 members 
Mstep: Class 31 contains 2837 members 
Mstep: Class 32 contains 4192 members 
Mstep: Class 33 contains 13284 members 
Entering Unmasked Estep 
Score: -65944840.000000 Penalty: 71703.882812
Splitting cluster 9 changes total score from -65945520.000000 to -65944840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -50346.488281 Penalty: 1027.124878
	Iteration 0F: 2 clusters Score -50346.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -49305.996094 Penalty: 2054.249756
	Iteration 0F: 3 clusters Score -49306 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -49567.410156 Penalty: 2054.249756
	Iteration 1F: 3 clusters Score -49567.41 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -49652.335938 Penalty: 2054.249756
	Iteration 2F: 3 clusters Score -49652.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -49756.640625 Penalty: 2054.249756
	Iteration 3F: 3 clusters Score -49756.64 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -49841.730469 Penalty: 2054.249756
	Iteration 4F: 3 clusters Score -49841.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -49900.957031 Penalty: 2054.249756
	Iteration 5Q: 3 clusters Score -49900.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -49985.597656 Penalty: 2054.249756
	Iteration 6Q: 3 clusters Score -49985.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -50007.687500 Penalty: 2054.249756
	Iteration 7Q: 3 clusters Score -50007.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -50023.347656 Penalty: 2054.249756
	Iteration 8Q: 3 clusters Score -50023.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -50029.941406 Penalty: 2054.249756
	Iteration 9Q: 3 clusters Score -50029.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -50037.527344 Penalty: 2054.249756
	Iteration 10Q: 3 clusters Score -50037.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -50041.917969 Penalty: 2054.249756
	Iteration 11Q: 3 clusters Score -50041.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -50044.351562 Penalty: 2054.249756
	Iteration 12Q: 3 clusters Score -50044.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -50044.351562 Penalty: 2054.249756
	Iteration 13F: 3 clusters Score -50044.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Entering Unmasked Estep 
Score: -596304.375000 Penalty: 1405.592407
	Iteration 0F: 2 clusters Score -596304.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -591883.250000 Penalty: 2811.184814
	Iteration 0F: 3 clusters Score -591883.2 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -593109.812500 Penalty: 2811.184814
	Iteration 1F: 3 clusters Score -593109.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -593353.250000 Penalty: 2811.184814
	Iteration 2F: 3 clusters Score -593353.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -593569.125000 Penalty: 2811.184814
	Iteration 3F: 3 clusters Score -593569.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -593834.750000 Penalty: 2811.184814
	Iteration 4F: 3 clusters Score -593834.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -594177.750000 Penalty: 2811.184814
	Iteration 5F: 3 clusters Score -594177.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -594587.562500 Penalty: 2811.184814
	Iteration 6F: 3 clusters Score -594587.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -594947.187500 Penalty: 2811.184814
	Iteration 7F: 3 clusters Score -594947.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -595192.250000 Penalty: 2811.184814
	Iteration 8F: 3 clusters Score -595192.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -595358.125000 Penalty: 2811.184814
	Iteration 9Q: 3 clusters Score -595358.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -595458.562500 Penalty: 2811.184814
	Iteration 10Q: 3 clusters Score -595458.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -595522.937500 Penalty: 2811.184814
	Iteration 11Q: 3 clusters Score -595522.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -595558.250000 Penalty: 2811.184814
	Iteration 12Q: 3 clusters Score -595558.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -595577.812500 Penalty: 2811.184814
	Iteration 13Q: 3 clusters Score -595577.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -595593.625000 Penalty: 2811.184814
	Iteration 14Q: 3 clusters Score -595593.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -595604.375000 Penalty: 2811.184814
	Iteration 15Q: 3 clusters Score -595604.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -595617.187500 Penalty: 2811.184814
	Iteration 16Q: 3 clusters Score -595617.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -595629.500000 Penalty: 2811.184814
	Iteration 17Q: 3 clusters Score -595629.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -595649.125000 Penalty: 2811.184814
	Iteration 18Q: 3 clusters Score -595649.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -595668.625000 Penalty: 2811.184814
	Iteration 19Q: 3 clusters Score -595668.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -595690.187500 Penalty: 2811.184814
	Iteration 20F: 3 clusters Score -595690.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -595711.812500 Penalty: 2811.184814
	Iteration 21Q: 3 clusters Score -595711.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -595736.375000 Penalty: 2811.184814
	Iteration 22Q: 3 clusters Score -595736.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -595758.437500 Penalty: 2811.184814
	Iteration 23Q: 3 clusters Score -595758.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -595779.750000 Penalty: 2811.184814
	Iteration 24Q: 3 clusters Score -595779.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -595804.250000 Penalty: 2811.184814
	Iteration 25Q: 3 clusters Score -595804.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -595819.937500 Penalty: 2811.184814
	Iteration 26Q: 3 clusters Score -595819.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -595834.750000 Penalty: 2811.184814
	Iteration 27Q: 3 clusters Score -595834.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -595847.562500 Penalty: 2811.184814
	Iteration 28Q: 3 clusters Score -595847.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -595853.437500 Penalty: 2811.184814
	Iteration 29Q: 3 clusters Score -595853.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -595860.687500 Penalty: 2811.184814
	Iteration 30Q: 3 clusters Score -595860.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -595865.625000 Penalty: 2811.184814
	Iteration 31Q: 3 clusters Score -595865.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -595868.875000 Penalty: 2811.184814
	Iteration 32Q: 3 clusters Score -595868.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -595872.187500 Penalty: 2811.184814
	Iteration 33Q: 3 clusters Score -595872.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -595874.500000 Penalty: 2811.184814
	Iteration 34Q: 3 clusters Score -595874.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -595878.250000 Penalty: 2811.184814
	Iteration 35Q: 3 clusters Score -595878.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -595878.875000 Penalty: 2811.184814
	Iteration 36Q: 3 clusters Score -595878.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -595878.687500 Penalty: 2811.184814
	Iteration 37Q: 3 clusters Score -595878.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -595881.812500 Penalty: 2811.184814
	Iteration 38Q: 3 clusters Score -595881.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -595890.875000 Penalty: 2811.184814
	Iteration 39Q: 3 clusters Score -595890.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -595901.125000 Penalty: 2811.184814
	Iteration 40F: 3 clusters Score -595901.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -595909.750000 Penalty: 2811.184814
	Iteration 41Q: 3 clusters Score -595909.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -595912.750000 Penalty: 2811.184814
	Iteration 42Q: 3 clusters Score -595912.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -595917.187500 Penalty: 2811.184814
	Iteration 43Q: 3 clusters Score -595917.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -595921.187500 Penalty: 2811.184814
	Iteration 44Q: 3 clusters Score -595921.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -595921.562500 Penalty: 2811.184814
	Iteration 45Q: 3 clusters Score -595921.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -595921.750000 Penalty: 2811.184814
	Iteration 46Q: 3 clusters Score -595921.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -595924.312500 Penalty: 2811.184814
	Iteration 47Q: 3 clusters Score -595924.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -595925.500000 Penalty: 2811.184814
	Iteration 48Q: 3 clusters Score -595925.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -595924.000000 Penalty: 2811.184814
	Iteration 49Q: 3 clusters Score -595924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -595924.000000 Penalty: 2811.184814
	Iteration 50F: 3 clusters Score -595924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Entering Unmasked Estep 
Score: -2777196.500000 Penalty: 1652.206909
	Iteration 0F: 2 clusters Score -2777196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2759323.250000 Penalty: 3304.413818
	Iteration 0F: 3 clusters Score -2759323 nChanged 11984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2766098.750000 Penalty: 3304.413818
	Iteration 1F: 3 clusters Score -2766099 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2766468.000000 Penalty: 3304.413818
	Iteration 2Q: 3 clusters Score -2766468 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2766849.250000 Penalty: 3304.413818
	Iteration 3Q: 3 clusters Score -2766849 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2767311.250000 Penalty: 3304.413818
	Iteration 4Q: 3 clusters Score -2767311 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2767871.500000 Penalty: 3304.413818
	Iteration 5Q: 3 clusters Score -2767872 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2768610.500000 Penalty: 3304.413818
	Iteration 6F: 3 clusters Score -2768610 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2769585.750000 Penalty: 3304.413818
	Iteration 7F: 3 clusters Score -2769586 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2770761.750000 Penalty: 3304.413818
	Iteration 8F: 3 clusters Score -2770762 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2772060.250000 Penalty: 3304.413818
	Iteration 9F: 3 clusters Score -2772060 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2773197.250000 Penalty: 3304.413818
	Iteration 10Q: 3 clusters Score -2773197 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2774117.750000 Penalty: 3304.413818
	Iteration 11Q: 3 clusters Score -2774118 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2774717.250000 Penalty: 3304.413818
	Iteration 12Q: 3 clusters Score -2774717 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2775058.750000 Penalty: 3304.413818
	Iteration 13Q: 3 clusters Score -2775059 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2775301.250000 Penalty: 3304.413818
	Iteration 14Q: 3 clusters Score -2775301 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2775457.250000 Penalty: 3304.413818
	Iteration 15Q: 3 clusters Score -2775457 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2775528.750000 Penalty: 3304.413818
	Iteration 16Q: 3 clusters Score -2775529 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2775594.750000 Penalty: 3304.413818
	Iteration 17Q: 3 clusters Score -2775595 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2775664.250000 Penalty: 3304.413818
	Iteration 18Q: 3 clusters Score -2775664 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2775705.750000 Penalty: 3304.413818
	Iteration 19Q: 3 clusters Score -2775706 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2775731.000000 Penalty: 3304.413818
	Iteration 20F: 3 clusters Score -2775731 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2775757.500000 Penalty: 3304.413818
	Iteration 21Q: 3 clusters Score -2775758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2775767.750000 Penalty: 3304.413818
	Iteration 22Q: 3 clusters Score -2775768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2775769.750000 Penalty: 3304.413818
	Iteration 23Q: 3 clusters Score -2775770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2775774.750000 Penalty: 3304.413818
	Iteration 24Q: 3 clusters Score -2775775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2775779.500000 Penalty: 3304.413818
	Iteration 25Q: 3 clusters Score -2775780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2775787.500000 Penalty: 3304.413818
	Iteration 26Q: 3 clusters Score -2775788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2775789.000000 Penalty: 3304.413818
	Iteration 27Q: 3 clusters Score -2775789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2775795.250000 Penalty: 3304.413818
	Iteration 28Q: 3 clusters Score -2775795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2775798.750000 Penalty: 3304.413818
	Iteration 29Q: 3 clusters Score -2775799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2775807.000000 Penalty: 3304.413818
	Iteration 30Q: 3 clusters Score -2775807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2775805.000000 Penalty: 3304.413818
	Iteration 31Q: 3 clusters Score -2775805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2775806.000000 Penalty: 3304.413818
	Iteration 32Q: 3 clusters Score -2775806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2775807.250000 Penalty: 3304.413818
	Iteration 33Q: 3 clusters Score -2775807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2775807.750000 Penalty: 3304.413818
	Iteration 34Q: 3 clusters Score -2775808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2775812.250000 Penalty: 3304.413818
	Iteration 35Q: 3 clusters Score -2775812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2775815.500000 Penalty: 3304.413818
	Iteration 36Q: 3 clusters Score -2775816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2775813.000000 Penalty: 3304.413818
	Iteration 37Q: 3 clusters Score -2775813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2775812.750000 Penalty: 3304.413818
	Iteration 38Q: 3 clusters Score -2775813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2775817.500000 Penalty: 3304.413818
	Iteration 39Q: 3 clusters Score -2775818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2775825.500000 Penalty: 3304.413818
	Iteration 40F: 3 clusters Score -2775826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2775829.250000 Penalty: 3304.413818
	Iteration 41Q: 3 clusters Score -2775829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2775830.500000 Penalty: 3304.413818
	Iteration 42Q: 3 clusters Score -2775830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2775830.500000 Penalty: 3304.413818
	Iteration 43Q: 3 clusters Score -2775830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2775830.500000 Penalty: 3304.413818
	Iteration 44F: 3 clusters Score -2775830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Entering Unmasked Estep 
Score: -1096354.125000 Penalty: 1503.287842
	Iteration 0F: 2 clusters Score -1096354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1088925.375000 Penalty: 3006.575684
	Iteration 0F: 3 clusters Score -1088925 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1091501.625000 Penalty: 3006.575684
	Iteration 1F: 3 clusters Score -1091502 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1091921.500000 Penalty: 3006.575684
	Iteration 2F: 3 clusters Score -1091922 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1092400.250000 Penalty: 3006.575684
	Iteration 3F: 3 clusters Score -1092400 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1092931.125000 Penalty: 3006.575684
	Iteration 4F: 3 clusters Score -1092931 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1093437.250000 Penalty: 3006.575684
	Iteration 5F: 3 clusters Score -1093437 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1093860.625000 Penalty: 3006.575684
	Iteration 6F: 3 clusters Score -1093861 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1094119.875000 Penalty: 3006.575684
	Iteration 7Q: 3 clusters Score -1094120 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1094292.000000 Penalty: 3006.575684
	Iteration 8Q: 3 clusters Score -1094292 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1094416.625000 Penalty: 3006.575684
	Iteration 9Q: 3 clusters Score -1094417 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1094513.625000 Penalty: 3006.575684
	Iteration 10Q: 3 clusters Score -1094514 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1094592.875000 Penalty: 3006.575684
	Iteration 11Q: 3 clusters Score -1094593 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1094655.875000 Penalty: 3006.575684
	Iteration 12Q: 3 clusters Score -1094656 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1094723.625000 Penalty: 3006.575684
	Iteration 13Q: 3 clusters Score -1094724 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1094784.375000 Penalty: 3006.575684
	Iteration 14Q: 3 clusters Score -1094784 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1094843.375000 Penalty: 3006.575684
	Iteration 15Q: 3 clusters Score -1094843 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1094897.625000 Penalty: 3006.575684
	Iteration 16Q: 3 clusters Score -1094898 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1094944.500000 Penalty: 3006.575684
	Iteration 17Q: 3 clusters Score -1094944 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1094980.000000 Penalty: 3006.575684
	Iteration 18Q: 3 clusters Score -1094980 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1095012.875000 Penalty: 3006.575684
	Iteration 19Q: 3 clusters Score -1095013 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1095043.375000 Penalty: 3006.575684
	Iteration 20F: 3 clusters Score -1095043 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1095065.750000 Penalty: 3006.575684
	Iteration 21Q: 3 clusters Score -1095066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1095084.250000 Penalty: 3006.575684
	Iteration 22Q: 3 clusters Score -1095084 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1095099.750000 Penalty: 3006.575684
	Iteration 23Q: 3 clusters Score -1095100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1095115.500000 Penalty: 3006.575684
	Iteration 24Q: 3 clusters Score -1095116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1095129.625000 Penalty: 3006.575684
	Iteration 25Q: 3 clusters Score -1095130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1095134.625000 Penalty: 3006.575684
	Iteration 26Q: 3 clusters Score -1095135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1095142.125000 Penalty: 3006.575684
	Iteration 27Q: 3 clusters Score -1095142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1095153.500000 Penalty: 3006.575684
	Iteration 28Q: 3 clusters Score -1095154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1095162.625000 Penalty: 3006.575684
	Iteration 29Q: 3 clusters Score -1095163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1095170.250000 Penalty: 3006.575684
	Iteration 30Q: 3 clusters Score -1095170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1095177.750000 Penalty: 3006.575684
	Iteration 31Q: 3 clusters Score -1095178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1095183.750000 Penalty: 3006.575684
	Iteration 32Q: 3 clusters Score -1095184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1095185.875000 Penalty: 3006.575684
	Iteration 33Q: 3 clusters Score -1095186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1095188.875000 Penalty: 3006.575684
	Iteration 34Q: 3 clusters Score -1095189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1095192.750000 Penalty: 3006.575684
	Iteration 35Q: 3 clusters Score -1095193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1095198.625000 Penalty: 3006.575684
	Iteration 36Q: 3 clusters Score -1095199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1095199.000000 Penalty: 3006.575684
	Iteration 37Q: 3 clusters Score -1095199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1095200.375000 Penalty: 3006.575684
	Iteration 38Q: 3 clusters Score -1095200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1095204.625000 Penalty: 3006.575684
	Iteration 39Q: 3 clusters Score -1095205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1095206.500000 Penalty: 3006.575684
	Iteration 40F: 3 clusters Score -1095206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1095207.500000 Penalty: 3006.575684
	Iteration 41Q: 3 clusters Score -1095208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1095207.250000 Penalty: 3006.575684
	Iteration 42Q: 3 clusters Score -1095207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1095207.250000 Penalty: 3006.575684
	Iteration 43F: 3 clusters Score -1095207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Entering Unmasked Estep 
Score: -223540.375000 Penalty: 1249.299561
	Iteration 0F: 2 clusters Score -223540.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -221336.921875 Penalty: 2498.599121
	Iteration 0F: 3 clusters Score -221336.9 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -221914.078125 Penalty: 2498.599121
	Iteration 1F: 3 clusters Score -221914.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -222090.578125 Penalty: 2498.599121
	Iteration 2F: 3 clusters Score -222090.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -222198.593750 Penalty: 2498.599121
	Iteration 3F: 3 clusters Score -222198.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -222281.250000 Penalty: 2498.599121
	Iteration 4Q: 3 clusters Score -222281.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -222355.203125 Penalty: 2498.599121
	Iteration 5Q: 3 clusters Score -222355.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -222424.328125 Penalty: 2498.599121
	Iteration 6Q: 3 clusters Score -222424.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -222464.234375 Penalty: 2498.599121
	Iteration 7Q: 3 clusters Score -222464.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -222495.843750 Penalty: 2498.599121
	Iteration 8Q: 3 clusters Score -222495.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -222516.609375 Penalty: 2498.599121
	Iteration 9Q: 3 clusters Score -222516.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -222534.953125 Penalty: 2498.599121
	Iteration 10Q: 3 clusters Score -222535 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -222558.578125 Penalty: 2498.599121
	Iteration 11Q: 3 clusters Score -222558.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -222578.406250 Penalty: 2498.599121
	Iteration 12Q: 3 clusters Score -222578.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -222594.046875 Penalty: 2498.599121
	Iteration 13Q: 3 clusters Score -222594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -222607.078125 Penalty: 2498.599121
	Iteration 14Q: 3 clusters Score -222607.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -222615.234375 Penalty: 2498.599121
	Iteration 15Q: 3 clusters Score -222615.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -222622.359375 Penalty: 2498.599121
	Iteration 16Q: 3 clusters Score -222622.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -222629.687500 Penalty: 2498.599121
	Iteration 17Q: 3 clusters Score -222629.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -222635.640625 Penalty: 2498.599121
	Iteration 18Q: 3 clusters Score -222635.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -222637.843750 Penalty: 2498.599121
	Iteration 19Q: 3 clusters Score -222637.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -222640.218750 Penalty: 2498.599121
	Iteration 20F: 3 clusters Score -222640.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -222643.578125 Penalty: 2498.599121
	Iteration 21Q: 3 clusters Score -222643.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -222645.562500 Penalty: 2498.599121
	Iteration 22Q: 3 clusters Score -222645.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -222646.984375 Penalty: 2498.599121
	Iteration 23Q: 3 clusters Score -222647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -222647.203125 Penalty: 2498.599121
	Iteration 24Q: 3 clusters Score -222647.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -222648.109375 Penalty: 2498.599121
	Iteration 25Q: 3 clusters Score -222648.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -222648.609375 Penalty: 2498.599121
	Iteration 26Q: 3 clusters Score -222648.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -222648.609375 Penalty: 2498.599121
	Iteration 27F: 3 clusters Score -222648.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Entering Unmasked Estep 
Score: -2292035.750000 Penalty: 1623.231201
	Iteration 0F: 2 clusters Score -2292036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2277257.250000 Penalty: 3246.462402
	Iteration 0F: 3 clusters Score -2277257 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2283088.500000 Penalty: 3246.462402
	Iteration 1F: 3 clusters Score -2283088 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2284142.750000 Penalty: 3246.462402
	Iteration 2F: 3 clusters Score -2284143 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2285743.250000 Penalty: 3246.462402
	Iteration 3F: 3 clusters Score -2285743 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2287772.000000 Penalty: 3246.462402
	Iteration 4F: 3 clusters Score -2287772 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2289588.250000 Penalty: 3246.462402
	Iteration 5F: 3 clusters Score -2289588 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -2290958.750000 Penalty: 3246.462402
	Iteration 6F: 3 clusters Score -2290959 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2291660.000000 Penalty: 3246.462402
	Iteration 7Q: 3 clusters Score -2291660 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2291944.500000 Penalty: 3246.462402
	Iteration 8Q: 3 clusters Score -2291944 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2292131.250000 Penalty: 3246.462402
	Iteration 9Q: 3 clusters Score -2292131 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2292270.000000 Penalty: 3246.462402
	Iteration 10Q: 3 clusters Score -2292270 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2292376.750000 Penalty: 3246.462402
	Iteration 11Q: 3 clusters Score -2292377 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2292443.250000 Penalty: 3246.462402
	Iteration 12Q: 3 clusters Score -2292443 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2292514.250000 Penalty: 3246.462402
	Iteration 13Q: 3 clusters Score -2292514 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2292566.500000 Penalty: 3246.462402
	Iteration 14Q: 3 clusters Score -2292566 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2292625.250000 Penalty: 3246.462402
	Iteration 15Q: 3 clusters Score -2292625 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2292659.500000 Penalty: 3246.462402
	Iteration 16Q: 3 clusters Score -2292660 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2292707.750000 Penalty: 3246.462402
	Iteration 17Q: 3 clusters Score -2292708 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2292765.000000 Penalty: 3246.462402
	Iteration 18Q: 3 clusters Score -2292765 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2292801.250000 Penalty: 3246.462402
	Iteration 19Q: 3 clusters Score -2292801 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2292839.250000 Penalty: 3246.462402
	Iteration 20F: 3 clusters Score -2292839 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2292878.250000 Penalty: 3246.462402
	Iteration 21Q: 3 clusters Score -2292878 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2292927.000000 Penalty: 3246.462402
	Iteration 22Q: 3 clusters Score -2292927 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2292962.500000 Penalty: 3246.462402
	Iteration 23Q: 3 clusters Score -2292962 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2292991.500000 Penalty: 3246.462402
	Iteration 24Q: 3 clusters Score -2292992 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2293021.250000 Penalty: 3246.462402
	Iteration 25Q: 3 clusters Score -2293021 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2293039.750000 Penalty: 3246.462402
	Iteration 26Q: 3 clusters Score -2293040 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2293048.750000 Penalty: 3246.462402
	Iteration 27Q: 3 clusters Score -2293049 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2293055.500000 Penalty: 3246.462402
	Iteration 28Q: 3 clusters Score -2293056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2293062.250000 Penalty: 3246.462402
	Iteration 29Q: 3 clusters Score -2293062 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2293064.250000 Penalty: 3246.462402
	Iteration 30Q: 3 clusters Score -2293064 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2293074.250000 Penalty: 3246.462402
	Iteration 31Q: 3 clusters Score -2293074 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2293080.000000 Penalty: 3246.462402
	Iteration 32Q: 3 clusters Score -2293080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2293087.750000 Penalty: 3246.462402
	Iteration 33Q: 3 clusters Score -2293088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2293091.750000 Penalty: 3246.462402
	Iteration 34Q: 3 clusters Score -2293092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2293096.500000 Penalty: 3246.462402
	Iteration 35Q: 3 clusters Score -2293096 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2293102.250000 Penalty: 3246.462402
	Iteration 36Q: 3 clusters Score -2293102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2293103.000000 Penalty: 3246.462402
	Iteration 37Q: 3 clusters Score -2293103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2293099.750000 Penalty: 3246.462402
	Iteration 38Q: 3 clusters Score -2293100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2293108.000000 Penalty: 3246.462402
	Iteration 39Q: 3 clusters Score -2293108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2293105.750000 Penalty: 3246.462402
	Iteration 40F: 3 clusters Score -2293106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2293108.750000 Penalty: 3246.462402
	Iteration 41Q: 3 clusters Score -2293109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2293106.250000 Penalty: 3246.462402
	Iteration 42Q: 3 clusters Score -2293106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2293109.250000 Penalty: 3246.462402
	Iteration 43Q: 3 clusters Score -2293109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2293109.750000 Penalty: 3246.462402
	Iteration 44Q: 3 clusters Score -2293110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2293108.500000 Penalty: 3246.462402
	Iteration 45Q: 3 clusters Score -2293108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2293109.000000 Penalty: 3246.462402
	Iteration 46Q: 3 clusters Score -2293109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2293109.000000 Penalty: 3246.462402
	Iteration 47F: 3 clusters Score -2293109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 3 contains 7570 members 
Mstep: Class 4 contains 10282 members 
Mstep: Class 5 contains 16322 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 39805 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 926 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5709 members 
Mstep: Class 12 contains 26041 members 
Mstep: Class 13 contains 10415 members 
Mstep: Class 14 contains 2182 members 
Mstep: Class 15 contains 14218 members 
Mstep: Class 16 contains 5471 members 
Mstep: Class 17 contains 23954 members 
Mstep: Class 18 contains 133397 members 
Mstep: Class 19 contains 2437 members 
Mstep: Class 20 contains 31207 members 
Mstep: Class 21 contains 16028 members 
Mstep: Class 22 contains 3868 members 
Mstep: Class 23 contains 6288 members 
Mstep: Class 24 contains 24486 members 
Mstep: Class 25 contains 6014 members 
Mstep: Class 26 contains 173673 members 
Mstep: Class 27 contains 3594 members 
Mstep: Class 28 contains 38769 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2214 members 
Mstep: Class 31 contains 2837 members 
Mstep: Class 32 contains 4192 members 
Mstep: Class 33 contains 13284 members 
Entering Unmasked Estep 
Score: -65946032.000000 Penalty: 71703.882812
Splitting cluster 15 changes total score from -65945520.000000 to -65946032.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 16 (5471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Entering Unmasked Estep 
Score: -573231.437500 Penalty: 1398.672729
	Iteration 0F: 2 clusters Score -573231.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -568945.625000 Penalty: 2797.345459
	Iteration 0F: 3 clusters Score -568945.6 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -570073.125000 Penalty: 2797.345459
	Iteration 1F: 3 clusters Score -570073.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -570241.562500 Penalty: 2797.345459
	Iteration 2F: 3 clusters Score -570241.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -570368.312500 Penalty: 2797.345459
	Iteration 3Q: 3 clusters Score -570368.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -570456.312500 Penalty: 2797.345459
	Iteration 4Q: 3 clusters Score -570456.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -570520.375000 Penalty: 2797.345459
	Iteration 5Q: 3 clusters Score -570520.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -570556.000000 Penalty: 2797.345459
	Iteration 6Q: 3 clusters Score -570556 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -570593.687500 Penalty: 2797.345459
	Iteration 7Q: 3 clusters Score -570593.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -570637.375000 Penalty: 2797.345459
	Iteration 8Q: 3 clusters Score -570637.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -570692.812500 Penalty: 2797.345459
	Iteration 9Q: 3 clusters Score -570692.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -570738.250000 Penalty: 2797.345459
	Iteration 10Q: 3 clusters Score -570738.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -570796.000000 Penalty: 2797.345459
	Iteration 11Q: 3 clusters Score -570796 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -570857.875000 Penalty: 2797.345459
	Iteration 12Q: 3 clusters Score -570857.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -570936.000000 Penalty: 2797.345459
	Iteration 13Q: 3 clusters Score -570936 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -571038.812500 Penalty: 2797.345459
	Iteration 14Q: 3 clusters Score -571038.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -571145.312500 Penalty: 2797.345459
	Iteration 15Q: 3 clusters Score -571145.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -571238.562500 Penalty: 2797.345459
	Iteration 16Q: 3 clusters Score -571238.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -571330.250000 Penalty: 2797.345459
	Iteration 17Q: 3 clusters Score -571330.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -571423.437500 Penalty: 2797.345459
	Iteration 18Q: 3 clusters Score -571423.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -571516.312500 Penalty: 2797.345459
	Iteration 19Q: 3 clusters Score -571516.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -571599.437500 Penalty: 2797.345459
	Iteration 20F: 3 clusters Score -571599.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -571675.812500 Penalty: 2797.345459
	Iteration 21Q: 3 clusters Score -571675.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -571737.312500 Penalty: 2797.345459
	Iteration 22Q: 3 clusters Score -571737.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -571785.687500 Penalty: 2797.345459
	Iteration 23Q: 3 clusters Score -571785.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -571830.312500 Penalty: 2797.345459
	Iteration 24Q: 3 clusters Score -571830.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -571877.187500 Penalty: 2797.345459
	Iteration 25Q: 3 clusters Score -571877.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -571916.375000 Penalty: 2797.345459
	Iteration 26Q: 3 clusters Score -571916.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -571944.812500 Penalty: 2797.345459
	Iteration 27Q: 3 clusters Score -571944.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -571975.750000 Penalty: 2797.345459
	Iteration 28Q: 3 clusters Score -571975.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -571997.000000 Penalty: 2797.345459
	Iteration 29Q: 3 clusters Score -571997 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -572020.375000 Penalty: 2797.345459
	Iteration 30Q: 3 clusters Score -572020.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -572042.062500 Penalty: 2797.345459
	Iteration 31Q: 3 clusters Score -572042.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -572067.562500 Penalty: 2797.345459
	Iteration 32Q: 3 clusters Score -572067.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -572085.562500 Penalty: 2797.345459
	Iteration 33Q: 3 clusters Score -572085.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -572096.687500 Penalty: 2797.345459
	Iteration 34Q: 3 clusters Score -572096.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -572109.312500 Penalty: 2797.345459
	Iteration 35Q: 3 clusters Score -572109.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -572121.562500 Penalty: 2797.345459
	Iteration 36Q: 3 clusters Score -572121.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -572135.187500 Penalty: 2797.345459
	Iteration 37Q: 3 clusters Score -572135.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -572144.500000 Penalty: 2797.345459
	Iteration 38Q: 3 clusters Score -572144.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -572149.812500 Penalty: 2797.345459
	Iteration 39Q: 3 clusters Score -572149.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -572156.312500 Penalty: 2797.345459
	Iteration 40F: 3 clusters Score -572156.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -572159.687500 Penalty: 2797.345459
	Iteration 41Q: 3 clusters Score -572159.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -572164.062500 Penalty: 2797.345459
	Iteration 42Q: 3 clusters Score -572164.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -572167.812500 Penalty: 2797.345459
	Iteration 43Q: 3 clusters Score -572167.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -572175.687500 Penalty: 2797.345459
	Iteration 44Q: 3 clusters Score -572175.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -572178.375000 Penalty: 2797.345459
	Iteration 45Q: 3 clusters Score -572178.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -572179.562500 Penalty: 2797.345459
	Iteration 46Q: 3 clusters Score -572179.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -572179.562500 Penalty: 2797.345459
	Iteration 47F: 3 clusters Score -572179.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Entering Unmasked Estep 
Score: -2506000.250000 Penalty: 1638.632324
	Iteration 0F: 2 clusters Score -2506000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2489813.500000 Penalty: 3277.264648
	Iteration 0F: 3 clusters Score -2489814 nChanged 10830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2495932.750000 Penalty: 3277.264648
	Iteration 1F: 3 clusters Score -2495933 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2496494.000000 Penalty: 3277.264648
	Iteration 2F: 3 clusters Score -2496494 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2497117.500000 Penalty: 3277.264648
	Iteration 3F: 3 clusters Score -2497118 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2497822.750000 Penalty: 3277.264648
	Iteration 4F: 3 clusters Score -2497823 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2498648.000000 Penalty: 3277.264648
	Iteration 5F: 3 clusters Score -2498648 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2499525.500000 Penalty: 3277.264648
	Iteration 6F: 3 clusters Score -2499526 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2500478.500000 Penalty: 3277.264648
	Iteration 7F: 3 clusters Score -2500478 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2501468.000000 Penalty: 3277.264648
	Iteration 8F: 3 clusters Score -2501468 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2502450.750000 Penalty: 3277.264648
	Iteration 9Q: 3 clusters Score -2502451 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2503241.250000 Penalty: 3277.264648
	Iteration 10Q: 3 clusters Score -2503241 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2503813.750000 Penalty: 3277.264648
	Iteration 11Q: 3 clusters Score -2503814 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2504192.500000 Penalty: 3277.264648
	Iteration 12Q: 3 clusters Score -2504192 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2504451.750000 Penalty: 3277.264648
	Iteration 13Q: 3 clusters Score -2504452 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2504621.500000 Penalty: 3277.264648
	Iteration 14Q: 3 clusters Score -2504622 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2504740.500000 Penalty: 3277.264648
	Iteration 15Q: 3 clusters Score -2504740 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2504830.250000 Penalty: 3277.264648
	Iteration 16Q: 3 clusters Score -2504830 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2504875.500000 Penalty: 3277.264648
	Iteration 17Q: 3 clusters Score -2504876 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2504922.000000 Penalty: 3277.264648
	Iteration 18Q: 3 clusters Score -2504922 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2504942.500000 Penalty: 3277.264648
	Iteration 19Q: 3 clusters Score -2504942 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2504959.250000 Penalty: 3277.264648
	Iteration 20F: 3 clusters Score -2504959 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2504971.750000 Penalty: 3277.264648
	Iteration 21Q: 3 clusters Score -2504972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2504985.250000 Penalty: 3277.264648
	Iteration 22Q: 3 clusters Score -2504985 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2505006.000000 Penalty: 3277.264648
	Iteration 23Q: 3 clusters Score -2505006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2505017.500000 Penalty: 3277.264648
	Iteration 24Q: 3 clusters Score -2505018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2505026.750000 Penalty: 3277.264648
	Iteration 25Q: 3 clusters Score -2505027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2505032.250000 Penalty: 3277.264648
	Iteration 26Q: 3 clusters Score -2505032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2505034.750000 Penalty: 3277.264648
	Iteration 27Q: 3 clusters Score -2505035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2505043.750000 Penalty: 3277.264648
	Iteration 28Q: 3 clusters Score -2505044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2505045.500000 Penalty: 3277.264648
	Iteration 29Q: 3 clusters Score -2505046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2505044.500000 Penalty: 3277.264648
	Iteration 30Q: 3 clusters Score -2505044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2505053.000000 Penalty: 3277.264648
	Iteration 31Q: 3 clusters Score -2505053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2505058.500000 Penalty: 3277.264648
	Iteration 32Q: 3 clusters Score -2505058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2505066.500000 Penalty: 3277.264648
	Iteration 33Q: 3 clusters Score -2505066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2505068.000000 Penalty: 3277.264648
	Iteration 34Q: 3 clusters Score -2505068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2505071.750000 Penalty: 3277.264648
	Iteration 35Q: 3 clusters Score -2505072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2505066.500000 Penalty: 3277.264648
	Iteration 36Q: 3 clusters Score -2505066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2505069.250000 Penalty: 3277.264648
	Iteration 37Q: 3 clusters Score -2505069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2505073.500000 Penalty: 3277.264648
	Iteration 38Q: 3 clusters Score -2505074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2505074.750000 Penalty: 3277.264648
	Iteration 39Q: 3 clusters Score -2505075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2505074.750000 Penalty: 3277.264648
	Iteration 40F: 3 clusters Score -2505075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (133397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133397 members 
Entering Unmasked Estep 
Score: -14304744.000000 Penalty: 1917.676270
	Iteration 0F: 2 clusters Score -1.430474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66624 members 
Mstep: Class 2 contains 66773 members 
Entering Unmasked Estep 
Score: -14215702.000000 Penalty: 3835.352539
	Iteration 0F: 3 clusters Score -1.42157e+07 nChanged 64361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68029 members 
Mstep: Class 2 contains 65368 members 
Entering Unmasked Estep 
Score: -14253727.000000 Penalty: 3835.352539
	Iteration 1F: 3 clusters Score -1.425373e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69099 members 
Mstep: Class 2 contains 64298 members 
Entering Unmasked Estep 
Score: -14255046.000000 Penalty: 3835.352539
	Iteration 2Q: 3 clusters Score -1.425505e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70907 members 
Mstep: Class 2 contains 62490 members 
Entering Unmasked Estep 
Score: -14257254.000000 Penalty: 3835.352539
	Iteration 3Q: 3 clusters Score -1.425725e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73514 members 
Mstep: Class 2 contains 59883 members 
Entering Unmasked Estep 
Score: -14260212.000000 Penalty: 3835.352539
	Iteration 4F: 3 clusters Score -1.426021e+07 nChanged 7874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77022 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
Score: -14264293.000000 Penalty: 3835.352539
	Iteration 5F: 3 clusters Score -1.426429e+07 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81268 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -14268744.000000 Penalty: 3835.352539
	Iteration 6F: 3 clusters Score -1.426874e+07 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85831 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -14272931.000000 Penalty: 3835.352539
	Iteration 7F: 3 clusters Score -1.427293e+07 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90428 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -14276370.000000 Penalty: 3835.352539
	Iteration 8F: 3 clusters Score -1.427637e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94984 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -14279119.000000 Penalty: 3835.352539
	Iteration 9Q: 3 clusters Score -1.427912e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99503 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -14281662.000000 Penalty: 3835.352539
	Iteration 10Q: 3 clusters Score -1.428166e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104149 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -14284136.000000 Penalty: 3835.352539
	Iteration 11Q: 3 clusters Score -1.428414e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108897 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -14287367.000000 Penalty: 3835.352539
	Iteration 12Q: 3 clusters Score -1.428737e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113449 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -14291136.000000 Penalty: 3835.352539
	Iteration 13Q: 3 clusters Score -1.429114e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117294 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -14294653.000000 Penalty: 3835.352539
	Iteration 14Q: 3 clusters Score -1.429465e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120089 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -14297334.000000 Penalty: 3835.352539
	Iteration 15Q: 3 clusters Score -1.429733e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121982 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -14298992.000000 Penalty: 3835.352539
	Iteration 16Q: 3 clusters Score -1.429899e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123407 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -14300073.000000 Penalty: 3835.352539
	Iteration 17Q: 3 clusters Score -1.430007e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124549 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -14300797.000000 Penalty: 3835.352539
	Iteration 18Q: 3 clusters Score -1.43008e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125466 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -14301338.000000 Penalty: 3835.352539
	Iteration 19Q: 3 clusters Score -1.430134e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126236 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -14301740.000000 Penalty: 3835.352539
	Iteration 20F: 3 clusters Score -1.430174e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126885 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -14302063.000000 Penalty: 3835.352539
	Iteration 21Q: 3 clusters Score -1.430206e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127421 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -14302320.000000 Penalty: 3835.352539
	Iteration 22Q: 3 clusters Score -1.430232e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127890 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -14302595.000000 Penalty: 3835.352539
	Iteration 23Q: 3 clusters Score -1.43026e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128295 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -14302818.000000 Penalty: 3835.352539
	Iteration 24Q: 3 clusters Score -1.430282e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128659 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -14303029.000000 Penalty: 3835.352539
	Iteration 25Q: 3 clusters Score -1.430303e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128966 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -14303197.000000 Penalty: 3835.352539
	Iteration 26Q: 3 clusters Score -1.43032e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129214 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -14303261.000000 Penalty: 3835.352539
	Iteration 27Q: 3 clusters Score -1.430326e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129434 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -14303381.000000 Penalty: 3835.352539
	Iteration 28Q: 3 clusters Score -1.430338e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129625 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -14303470.000000 Penalty: 3835.352539
	Iteration 29Q: 3 clusters Score -1.430347e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129784 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -14303531.000000 Penalty: 3835.352539
	Iteration 30Q: 3 clusters Score -1.430353e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129923 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -14303570.000000 Penalty: 3835.352539
	Iteration 31Q: 3 clusters Score -1.430357e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130050 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -14303610.000000 Penalty: 3835.352539
	Iteration 32Q: 3 clusters Score -1.430361e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130153 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -14303688.000000 Penalty: 3835.352539
	Iteration 33Q: 3 clusters Score -1.430369e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130253 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -14303730.000000 Penalty: 3835.352539
	Iteration 34Q: 3 clusters Score -1.430373e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130337 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -14303772.000000 Penalty: 3835.352539
	Iteration 35Q: 3 clusters Score -1.430377e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130406 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -14303782.000000 Penalty: 3835.352539
	Iteration 36Q: 3 clusters Score -1.430378e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130459 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -14303788.000000 Penalty: 3835.352539
	Iteration 37Q: 3 clusters Score -1.430379e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130507 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -14303820.000000 Penalty: 3835.352539
	Iteration 38Q: 3 clusters Score -1.430382e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130550 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -14303831.000000 Penalty: 3835.352539
	Iteration 39Q: 3 clusters Score -1.430383e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130585 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -14303830.000000 Penalty: 3835.352539
	Iteration 40F: 3 clusters Score -1.430383e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130621 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -14303834.000000 Penalty: 3835.352539
	Iteration 41Q: 3 clusters Score -1.430383e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130666 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -14303866.000000 Penalty: 3835.352539
	Iteration 42Q: 3 clusters Score -1.430387e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130706 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -14303872.000000 Penalty: 3835.352539
	Iteration 43Q: 3 clusters Score -1.430387e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130727 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -14303888.000000 Penalty: 3835.352539
	Iteration 44Q: 3 clusters Score -1.430389e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130752 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -14303885.000000 Penalty: 3835.352539
	Iteration 45Q: 3 clusters Score -1.430388e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130773 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -14303870.000000 Penalty: 3835.352539
	Iteration 46Q: 3 clusters Score -1.430387e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130783 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -14303881.000000 Penalty: 3835.352539
	Iteration 47Q: 3 clusters Score -1.430388e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130798 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -14303863.000000 Penalty: 3835.352539
	Iteration 48Q: 3 clusters Score -1.430386e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130820 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -14303876.000000 Penalty: 3835.352539
	Iteration 49Q: 3 clusters Score -1.430388e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130831 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -14303865.000000 Penalty: 3835.352539
	Iteration 50Q: 3 clusters Score -1.430386e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130840 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -14303866.000000 Penalty: 3835.352539
	Iteration 51Q: 3 clusters Score -1.430387e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130845 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -14303873.000000 Penalty: 3835.352539
	Iteration 52Q: 3 clusters Score -1.430387e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130852 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -14303872.000000 Penalty: 3835.352539
	Iteration 53Q: 3 clusters Score -1.430387e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130859 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -14303872.000000 Penalty: 3835.352539
	Iteration 54Q: 3 clusters Score -1.430387e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130868 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -14303886.000000 Penalty: 3835.352539
	Iteration 55Q: 3 clusters Score -1.430389e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130871 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -14303873.000000 Penalty: 3835.352539
	Iteration 56Q: 3 clusters Score -1.430387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130879 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -14303879.000000 Penalty: 3835.352539
	Iteration 57Q: 3 clusters Score -1.430388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130882 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -14303882.000000 Penalty: 3835.352539
	Iteration 58Q: 3 clusters Score -1.430388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130884 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -14303876.000000 Penalty: 3835.352539
	Iteration 59Q: 3 clusters Score -1.430388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130886 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -14303874.000000 Penalty: 3835.352539
	Iteration 60F: 3 clusters Score -1.430387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130890 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -14303879.000000 Penalty: 3835.352539
	Iteration 61Q: 3 clusters Score -1.430388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130896 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -14303872.000000 Penalty: 3835.352539
	Iteration 62Q: 3 clusters Score -1.430387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130901 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -14303892.000000 Penalty: 3835.352539
	Iteration 63Q: 3 clusters Score -1.430389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130907 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -14303893.000000 Penalty: 3835.352539
	Iteration 64Q: 3 clusters Score -1.430389e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130914 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -14303905.000000 Penalty: 3835.352539
	Iteration 65Q: 3 clusters Score -1.43039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130917 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -14303907.000000 Penalty: 3835.352539
	Iteration 66Q: 3 clusters Score -1.430391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130923 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -14303919.000000 Penalty: 3835.352539
	Iteration 67Q: 3 clusters Score -1.430392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130926 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -14303913.000000 Penalty: 3835.352539
	Iteration 68Q: 3 clusters Score -1.430391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130929 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -14303914.000000 Penalty: 3835.352539
	Iteration 69Q: 3 clusters Score -1.430391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130933 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -14303918.000000 Penalty: 3835.352539
	Iteration 70Q: 3 clusters Score -1.430392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130936 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -14303927.000000 Penalty: 3835.352539
	Iteration 71Q: 3 clusters Score -1.430393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130939 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -14303921.000000 Penalty: 3835.352539
	Iteration 72Q: 3 clusters Score -1.430392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130943 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -14303915.000000 Penalty: 3835.352539
	Iteration 73Q: 3 clusters Score -1.430392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130945 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -14303906.000000 Penalty: 3835.352539
	Iteration 74Q: 3 clusters Score -1.430391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130949 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -14303917.000000 Penalty: 3835.352539
	Iteration 75Q: 3 clusters Score -1.430392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130953 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -14303917.000000 Penalty: 3835.352539
	Iteration 76Q: 3 clusters Score -1.430392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130961 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -14303908.000000 Penalty: 3835.352539
	Iteration 77Q: 3 clusters Score -1.430391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130966 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -14303907.000000 Penalty: 3835.352539
	Iteration 78Q: 3 clusters Score -1.430391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130974 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -14303922.000000 Penalty: 3835.352539
	Iteration 79Q: 3 clusters Score -1.430392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130980 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -14303915.000000 Penalty: 3835.352539
	Iteration 80F: 3 clusters Score -1.430392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130987 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -14303919.000000 Penalty: 3835.352539
	Iteration 81Q: 3 clusters Score -1.430392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130991 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -14303918.000000 Penalty: 3835.352539
	Iteration 82Q: 3 clusters Score -1.430392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130998 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -14303920.000000 Penalty: 3835.352539
	Iteration 83Q: 3 clusters Score -1.430392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131002 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -14303915.000000 Penalty: 3835.352539
	Iteration 84Q: 3 clusters Score -1.430392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131006 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -14303922.000000 Penalty: 3835.352539
	Iteration 85Q: 3 clusters Score -1.430392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131009 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -14303908.000000 Penalty: 3835.352539
	Iteration 86Q: 3 clusters Score -1.430391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131011 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -14303919.000000 Penalty: 3835.352539
	Iteration 87Q: 3 clusters Score -1.430392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131013 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -14303924.000000 Penalty: 3835.352539
	Iteration 88Q: 3 clusters Score -1.430392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131017 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -14303931.000000 Penalty: 3835.352539
	Iteration 89Q: 3 clusters Score -1.430393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131024 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -14303936.000000 Penalty: 3835.352539
	Iteration 90Q: 3 clusters Score -1.430394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131031 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -14303940.000000 Penalty: 3835.352539
	Iteration 91Q: 3 clusters Score -1.430394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131037 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -14303936.000000 Penalty: 3835.352539
	Iteration 92Q: 3 clusters Score -1.430394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131047 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -14303928.000000 Penalty: 3835.352539
	Iteration 93Q: 3 clusters Score -1.430393e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131057 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -14303929.000000 Penalty: 3835.352539
	Iteration 94Q: 3 clusters Score -1.430393e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131068 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -14303938.000000 Penalty: 3835.352539
	Iteration 95Q: 3 clusters Score -1.430394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131080 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -14303934.000000 Penalty: 3835.352539
	Iteration 96Q: 3 clusters Score -1.430393e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131094 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -14303924.000000 Penalty: 3835.352539
	Iteration 97Q: 3 clusters Score -1.430392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131106 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -14303922.000000 Penalty: 3835.352539
	Iteration 98Q: 3 clusters Score -1.430392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131117 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -14303936.000000 Penalty: 3835.352539
	Iteration 99Q: 3 clusters Score -1.430394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131118 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -14303940.000000 Penalty: 3835.352539
	Iteration 100F: 3 clusters Score -1.430394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131122 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -14303932.000000 Penalty: 3835.352539
	Iteration 101Q: 3 clusters Score -1.430393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131123 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -14303934.000000 Penalty: 3835.352539
	Iteration 102Q: 3 clusters Score -1.430393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131125 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -14303930.000000 Penalty: 3835.352539
	Iteration 103Q: 3 clusters Score -1.430393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131124 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -14303930.000000 Penalty: 3835.352539
	Iteration 104Q: 3 clusters Score -1.430393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131125 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -14303928.000000 Penalty: 3835.352539
	Iteration 105Q: 3 clusters Score -1.430393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131128 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -14303927.000000 Penalty: 3835.352539
	Iteration 106Q: 3 clusters Score -1.430393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131127 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -14303932.000000 Penalty: 3835.352539
	Iteration 107Q: 3 clusters Score -1.430393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131129 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -14303924.000000 Penalty: 3835.352539
	Iteration 108Q: 3 clusters Score -1.430392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131129 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -14303920.000000 Penalty: 3835.352539
	Iteration 109Q: 3 clusters Score -1.430392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131132 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -14303921.000000 Penalty: 3835.352539
	Iteration 110Q: 3 clusters Score -1.430392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131134 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -14303919.000000 Penalty: 3835.352539
	Iteration 111Q: 3 clusters Score -1.430392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131136 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -14303916.000000 Penalty: 3835.352539
	Iteration 112Q: 3 clusters Score -1.430392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131137 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -14303911.000000 Penalty: 3835.352539
	Iteration 113Q: 3 clusters Score -1.430391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131137 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -14303910.000000 Penalty: 3835.352539
	Iteration 114Q: 3 clusters Score -1.430391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131136 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -14303909.000000 Penalty: 3835.352539
	Iteration 115Q: 3 clusters Score -1.430391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131135 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -14303911.000000 Penalty: 3835.352539
	Iteration 116Q: 3 clusters Score -1.430391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131133 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -14303911.000000 Penalty: 3835.352539
	Iteration 117Q: 3 clusters Score -1.430391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131134 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -14303911.000000 Penalty: 3835.352539
	Iteration 118Q: 3 clusters Score -1.430391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131134 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -14303911.000000 Penalty: 3835.352539
	Iteration 119F: 3 clusters Score -1.430391e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Entering Unmasked Estep 
Score: -242533.140625 Penalty: 1267.260010
	Iteration 0F: 2 clusters Score -242533.1 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 1221 members 
Entering Unmasked Estep 
Score: -240131.046875 Penalty: 2534.520020
	Iteration 0F: 3 clusters Score -240131 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -240824.031250 Penalty: 2534.520020
	Iteration 1F: 3 clusters Score -240824 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -241101.250000 Penalty: 2534.520020
	Iteration 2F: 3 clusters Score -241101.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -241333.640625 Penalty: 2534.520020
	Iteration 3F: 3 clusters Score -241333.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -241537.609375 Penalty: 2534.520020
	Iteration 4F: 3 clusters Score -241537.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -241719.234375 Penalty: 2534.520020
	Iteration 5F: 3 clusters Score -241719.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -241859.750000 Penalty: 2534.520020
	Iteration 6F: 3 clusters Score -241859.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -241965.890625 Penalty: 2534.520020
	Iteration 7Q: 3 clusters Score -241965.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -242034.234375 Penalty: 2534.520020
	Iteration 8Q: 3 clusters Score -242034.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -242078.343750 Penalty: 2534.520020
	Iteration 9Q: 3 clusters Score -242078.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -242117.687500 Penalty: 2534.520020
	Iteration 10Q: 3 clusters Score -242117.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -242147.562500 Penalty: 2534.520020
	Iteration 11Q: 3 clusters Score -242147.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -242186.656250 Penalty: 2534.520020
	Iteration 12Q: 3 clusters Score -242186.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -242212.828125 Penalty: 2534.520020
	Iteration 13Q: 3 clusters Score -242212.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -242242.984375 Penalty: 2534.520020
	Iteration 14Q: 3 clusters Score -242243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -242260.046875 Penalty: 2534.520020
	Iteration 15Q: 3 clusters Score -242260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -242278.687500 Penalty: 2534.520020
	Iteration 16Q: 3 clusters Score -242278.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -242294.328125 Penalty: 2534.520020
	Iteration 17Q: 3 clusters Score -242294.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -242305.031250 Penalty: 2534.520020
	Iteration 18Q: 3 clusters Score -242305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -242317.062500 Penalty: 2534.520020
	Iteration 19Q: 3 clusters Score -242317.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -242329.781250 Penalty: 2534.520020
	Iteration 20F: 3 clusters Score -242329.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -242342.140625 Penalty: 2534.520020
	Iteration 21Q: 3 clusters Score -242342.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -242351.515625 Penalty: 2534.520020
	Iteration 22Q: 3 clusters Score -242351.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -242359.421875 Penalty: 2534.520020
	Iteration 23Q: 3 clusters Score -242359.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -242362.500000 Penalty: 2534.520020
	Iteration 24Q: 3 clusters Score -242362.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -242364.140625 Penalty: 2534.520020
	Iteration 25Q: 3 clusters Score -242364.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -242364.859375 Penalty: 2534.520020
	Iteration 26Q: 3 clusters Score -242364.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -242365.484375 Penalty: 2534.520020
	Iteration 27Q: 3 clusters Score -242365.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -242366.203125 Penalty: 2534.520020
	Iteration 28Q: 3 clusters Score -242366.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -242366.515625 Penalty: 2534.520020
	Iteration 29Q: 3 clusters Score -242366.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -242367.359375 Penalty: 2534.520020
	Iteration 30Q: 3 clusters Score -242367.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -242370.265625 Penalty: 2534.520020
	Iteration 31Q: 3 clusters Score -242370.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -242370.359375 Penalty: 2534.520020
	Iteration 32Q: 3 clusters Score -242370.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -242370.359375 Penalty: 2534.520020
	Iteration 33F: 3 clusters Score -242370.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Entering Unmasked Estep 
Score: -3323999.250000 Penalty: 1681.614502
	Iteration 0F: 2 clusters Score -3323999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -3302902.750000 Penalty: 3363.229004
	Iteration 0F: 3 clusters Score -3302903 nChanged 14433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -3310864.250000 Penalty: 3363.229004
	Iteration 1F: 3 clusters Score -3310864 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -3311344.500000 Penalty: 3363.229004
	Iteration 2Q: 3 clusters Score -3311344 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -3311838.250000 Penalty: 3363.229004
	Iteration 3Q: 3 clusters Score -3311838 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -3312518.250000 Penalty: 3363.229004
	Iteration 4Q: 3 clusters Score -3312518 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -3313253.500000 Penalty: 3363.229004
	Iteration 5Q: 3 clusters Score -3313254 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -3314189.000000 Penalty: 3363.229004
	Iteration 6F: 3 clusters Score -3314189 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -3315264.750000 Penalty: 3363.229004
	Iteration 7F: 3 clusters Score -3315265 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -3316358.500000 Penalty: 3363.229004
	Iteration 8F: 3 clusters Score -3316358 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -3317449.500000 Penalty: 3363.229004
	Iteration 9F: 3 clusters Score -3317450 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -3318310.250000 Penalty: 3363.229004
	Iteration 10Q: 3 clusters Score -3318310 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -3318923.500000 Penalty: 3363.229004
	Iteration 11Q: 3 clusters Score -3318924 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -3319290.500000 Penalty: 3363.229004
	Iteration 12Q: 3 clusters Score -3319290 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -3319582.500000 Penalty: 3363.229004
	Iteration 13Q: 3 clusters Score -3319582 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -3319829.250000 Penalty: 3363.229004
	Iteration 14Q: 3 clusters Score -3319829 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -3320046.500000 Penalty: 3363.229004
	Iteration 15Q: 3 clusters Score -3320046 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -3320258.000000 Penalty: 3363.229004
	Iteration 16Q: 3 clusters Score -3320258 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -3320464.500000 Penalty: 3363.229004
	Iteration 17Q: 3 clusters Score -3320464 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -3320712.500000 Penalty: 3363.229004
	Iteration 18Q: 3 clusters Score -3320712 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -3321025.500000 Penalty: 3363.229004
	Iteration 19Q: 3 clusters Score -3321026 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -3321359.000000 Penalty: 3363.229004
	Iteration 20F: 3 clusters Score -3321359 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -3321692.750000 Penalty: 3363.229004
	Iteration 21Q: 3 clusters Score -3321693 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -3322007.750000 Penalty: 3363.229004
	Iteration 22Q: 3 clusters Score -3322008 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -3322290.000000 Penalty: 3363.229004
	Iteration 23Q: 3 clusters Score -3322290 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -3322529.500000 Penalty: 3363.229004
	Iteration 24Q: 3 clusters Score -3322530 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3322682.750000 Penalty: 3363.229004
	Iteration 25Q: 3 clusters Score -3322683 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3322806.250000 Penalty: 3363.229004
	Iteration 26Q: 3 clusters Score -3322806 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3322911.000000 Penalty: 3363.229004
	Iteration 27Q: 3 clusters Score -3322911 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3322971.500000 Penalty: 3363.229004
	Iteration 28Q: 3 clusters Score -3322972 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3323028.250000 Penalty: 3363.229004
	Iteration 29Q: 3 clusters Score -3323028 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3323056.000000 Penalty: 3363.229004
	Iteration 30Q: 3 clusters Score -3323056 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3323084.000000 Penalty: 3363.229004
	Iteration 31Q: 3 clusters Score -3323084 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3323103.750000 Penalty: 3363.229004
	Iteration 32Q: 3 clusters Score -3323104 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3323121.000000 Penalty: 3363.229004
	Iteration 33Q: 3 clusters Score -3323121 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3323152.750000 Penalty: 3363.229004
	Iteration 34Q: 3 clusters Score -3323153 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3323177.000000 Penalty: 3363.229004
	Iteration 35Q: 3 clusters Score -3323177 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3323188.250000 Penalty: 3363.229004
	Iteration 36Q: 3 clusters Score -3323188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3323194.500000 Penalty: 3363.229004
	Iteration 37Q: 3 clusters Score -3323194 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3323206.000000 Penalty: 3363.229004
	Iteration 38Q: 3 clusters Score -3323206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3323208.500000 Penalty: 3363.229004
	Iteration 39Q: 3 clusters Score -3323208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3323212.000000 Penalty: 3363.229004
	Iteration 40F: 3 clusters Score -3323212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3323221.000000 Penalty: 3363.229004
	Iteration 41Q: 3 clusters Score -3323221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3323220.500000 Penalty: 3363.229004
	Iteration 42Q: 3 clusters Score -3323220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3323221.750000 Penalty: 3363.229004
	Iteration 43Q: 3 clusters Score -3323222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3323233.500000 Penalty: 3363.229004
	Iteration 44Q: 3 clusters Score -3323234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3323236.500000 Penalty: 3363.229004
	Iteration 45Q: 3 clusters Score -3323236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3323242.000000 Penalty: 3363.229004
	Iteration 46Q: 3 clusters Score -3323242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3323242.750000 Penalty: 3363.229004
	Iteration 47Q: 3 clusters Score -3323243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3323245.750000 Penalty: 3363.229004
	Iteration 48Q: 3 clusters Score -3323246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3323246.750000 Penalty: 3363.229004
	Iteration 49Q: 3 clusters Score -3323247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3323249.750000 Penalty: 3363.229004
	Iteration 50Q: 3 clusters Score -3323250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3323249.750000 Penalty: 3363.229004
	Iteration 51Q: 3 clusters Score -3323250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3323250.250000 Penalty: 3363.229004
	Iteration 52Q: 3 clusters Score -3323250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3323250.750000 Penalty: 3363.229004
	Iteration 53Q: 3 clusters Score -3323251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3323251.750000 Penalty: 3363.229004
	Iteration 54Q: 3 clusters Score -3323252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3323250.500000 Penalty: 3363.229004
	Iteration 55Q: 3 clusters Score -3323250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3323252.000000 Penalty: 3363.229004
	Iteration 56Q: 3 clusters Score -3323252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3323252.000000 Penalty: 3363.229004
	Iteration 57F: 3 clusters Score -3323252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Entering Unmasked Estep 
Score: -1683511.875000 Penalty: 1573.340088
	Iteration 0F: 2 clusters Score -1683512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1672447.875000 Penalty: 3146.680176
	Iteration 0F: 3 clusters Score -1672448 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1676410.250000 Penalty: 3146.680176
	Iteration 1F: 3 clusters Score -1676410 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1676890.625000 Penalty: 3146.680176
	Iteration 2F: 3 clusters Score -1676891 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1677414.625000 Penalty: 3146.680176
	Iteration 3F: 3 clusters Score -1677415 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1678008.125000 Penalty: 3146.680176
	Iteration 4F: 3 clusters Score -1678008 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1678662.625000 Penalty: 3146.680176
	Iteration 5F: 3 clusters Score -1678663 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1679315.125000 Penalty: 3146.680176
	Iteration 6F: 3 clusters Score -1679315 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1679905.875000 Penalty: 3146.680176
	Iteration 7F: 3 clusters Score -1679906 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1680500.500000 Penalty: 3146.680176
	Iteration 8Q: 3 clusters Score -1680500 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1681029.750000 Penalty: 3146.680176
	Iteration 9Q: 3 clusters Score -1681030 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1681429.750000 Penalty: 3146.680176
	Iteration 10Q: 3 clusters Score -1681430 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1681724.375000 Penalty: 3146.680176
	Iteration 11Q: 3 clusters Score -1681724 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1681908.875000 Penalty: 3146.680176
	Iteration 12Q: 3 clusters Score -1681909 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1682007.500000 Penalty: 3146.680176
	Iteration 13Q: 3 clusters Score -1682008 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1682059.125000 Penalty: 3146.680176
	Iteration 14Q: 3 clusters Score -1682059 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1682102.250000 Penalty: 3146.680176
	Iteration 15Q: 3 clusters Score -1682102 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1682129.375000 Penalty: 3146.680176
	Iteration 16Q: 3 clusters Score -1682129 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1682157.750000 Penalty: 3146.680176
	Iteration 17Q: 3 clusters Score -1682158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1682178.500000 Penalty: 3146.680176
	Iteration 18Q: 3 clusters Score -1682178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1682190.375000 Penalty: 3146.680176
	Iteration 19Q: 3 clusters Score -1682190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1682199.000000 Penalty: 3146.680176
	Iteration 20F: 3 clusters Score -1682199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1682201.625000 Penalty: 3146.680176
	Iteration 21Q: 3 clusters Score -1682202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1682201.750000 Penalty: 3146.680176
	Iteration 22Q: 3 clusters Score -1682202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1682207.625000 Penalty: 3146.680176
	Iteration 23Q: 3 clusters Score -1682208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1682208.750000 Penalty: 3146.680176
	Iteration 24Q: 3 clusters Score -1682209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1682213.500000 Penalty: 3146.680176
	Iteration 25Q: 3 clusters Score -1682214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1682216.000000 Penalty: 3146.680176
	Iteration 26Q: 3 clusters Score -1682216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1682217.500000 Penalty: 3146.680176
	Iteration 27Q: 3 clusters Score -1682218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1682219.000000 Penalty: 3146.680176
	Iteration 28Q: 3 clusters Score -1682219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1682220.750000 Penalty: 3146.680176
	Iteration 29Q: 3 clusters Score -1682221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1682223.000000 Penalty: 3146.680176
	Iteration 30Q: 3 clusters Score -1682223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1682224.625000 Penalty: 3146.680176
	Iteration 31Q: 3 clusters Score -1682225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1682224.375000 Penalty: 3146.680176
	Iteration 32Q: 3 clusters Score -1682224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1682224.375000 Penalty: 3146.680176
	Iteration 33F: 3 clusters Score -1682224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -398747.500000 Penalty: 1342.330200
	Iteration 0F: 2 clusters Score -398747.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -395470.156250 Penalty: 2684.660400
	Iteration 0F: 3 clusters Score -395470.2 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -396263.500000 Penalty: 2684.660400
	Iteration 1F: 3 clusters Score -396263.5 nChanged 345
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: -396463.468750 Penalty: 2684.660400
	Iteration 2F: 3 clusters Score -396463.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -396587.312500 Penalty: 2684.660400
	Iteration 3F: 3 clusters Score -396587.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -396689.093750 Penalty: 2684.660400
	Iteration 4Q: 3 clusters Score -396689.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -396787.500000 Penalty: 2684.660400
	Iteration 5Q: 3 clusters Score -396787.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -396880.625000 Penalty: 2684.660400
	Iteration 6Q: 3 clusters Score -396880.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -396969.593750 Penalty: 2684.660400
	Iteration 7Q: 3 clusters Score -396969.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -397045.562500 Penalty: 2684.660400
	Iteration 8Q: 3 clusters Score -397045.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -397108.125000 Penalty: 2684.660400
	Iteration 9Q: 3 clusters Score -397108.1 nChanged 126
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: -397190.812500 Penalty: 2684.660400
	Iteration 10Q: 3 clusters Score -397190.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -397276.781250 Penalty: 2684.660400
	Iteration 11Q: 3 clusters Score -397276.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -397362.187500 Penalty: 2684.660400
	Iteration 12Q: 3 clusters Score -397362.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -397446.093750 Penalty: 2684.660400
	Iteration 13Q: 3 clusters Score -397446.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -397528.937500 Penalty: 2684.660400
	Iteration 14Q: 3 clusters Score -397528.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -397604.062500 Penalty: 2684.660400
	Iteration 15Q: 3 clusters Score -397604.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -397665.656250 Penalty: 2684.660400
	Iteration 16Q: 3 clusters Score -397665.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -397708.531250 Penalty: 2684.660400
	Iteration 17Q: 3 clusters Score -397708.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -397734.656250 Penalty: 2684.660400
	Iteration 18Q: 3 clusters Score -397734.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -397755.312500 Penalty: 2684.660400
	Iteration 19Q: 3 clusters Score -397755.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -397769.781250 Penalty: 2684.660400
	Iteration 20F: 3 clusters Score -397769.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -397779.062500 Penalty: 2684.660400
	Iteration 21Q: 3 clusters Score -397779.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -397787.187500 Penalty: 2684.660400
	Iteration 22Q: 3 clusters Score -397787.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -397791.250000 Penalty: 2684.660400
	Iteration 23Q: 3 clusters Score -397791.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -397794.531250 Penalty: 2684.660400
	Iteration 24Q: 3 clusters Score -397794.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -397797.312500 Penalty: 2684.660400
	Iteration 25Q: 3 clusters Score -397797.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -397799.718750 Penalty: 2684.660400
	Iteration 26Q: 3 clusters Score -397799.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -397802.812500 Penalty: 2684.660400
	Iteration 27Q: 3 clusters Score -397802.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -397804.218750 Penalty: 2684.660400
	Iteration 28Q: 3 clusters Score -397804.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -397806.437500 Penalty: 2684.660400
	Iteration 29Q: 3 clusters Score -397806.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -397806.312500 Penalty: 2684.660400
	Iteration 30Q: 3 clusters Score -397806.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -397808.437500 Penalty: 2684.660400
	Iteration 31Q: 3 clusters Score -397808.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -397809.250000 Penalty: 2684.660400
	Iteration 32Q: 3 clusters Score -397809.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -397809.687500 Penalty: 2684.660400
	Iteration 33Q: 3 clusters Score -397809.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -397809.687500 Penalty: 2684.660400
	Iteration 34F: 3 clusters Score -397809.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Entering Unmasked Estep 
Score: -647142.875000 Penalty: 1421.289673
	Iteration 0F: 2 clusters Score -647142.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -642371.812500 Penalty: 2842.579346
	Iteration 0F: 3 clusters Score -642371.8 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -643959.875000 Penalty: 2842.579346
	Iteration 1F: 3 clusters Score -643959.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -644308.250000 Penalty: 2842.579346
	Iteration 2F: 3 clusters Score -644308.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -644665.625000 Penalty: 2842.579346
	Iteration 3F: 3 clusters Score -644665.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -644999.000000 Penalty: 2842.579346
	Iteration 4F: 3 clusters Score -644999 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -645317.562500 Penalty: 2842.579346
	Iteration 5F: 3 clusters Score -645317.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -645564.000000 Penalty: 2842.579346
	Iteration 6F: 3 clusters Score -645564 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -645759.312500 Penalty: 2842.579346
	Iteration 7Q: 3 clusters Score -645759.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -645913.125000 Penalty: 2842.579346
	Iteration 8Q: 3 clusters Score -645913.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -646032.437500 Penalty: 2842.579346
	Iteration 9Q: 3 clusters Score -646032.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -646094.875000 Penalty: 2842.579346
	Iteration 10Q: 3 clusters Score -646094.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -646131.375000 Penalty: 2842.579346
	Iteration 11Q: 3 clusters Score -646131.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -646156.187500 Penalty: 2842.579346
	Iteration 12Q: 3 clusters Score -646156.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -646168.875000 Penalty: 2842.579346
	Iteration 13Q: 3 clusters Score -646168.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -646177.000000 Penalty: 2842.579346
	Iteration 14Q: 3 clusters Score -646177 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -646186.000000 Penalty: 2842.579346
	Iteration 15Q: 3 clusters Score -646186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -646192.875000 Penalty: 2842.579346
	Iteration 16Q: 3 clusters Score -646192.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -646196.562500 Penalty: 2842.579346
	Iteration 17Q: 3 clusters Score -646196.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -646199.187500 Penalty: 2842.579346
	Iteration 18Q: 3 clusters Score -646199.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -646201.562500 Penalty: 2842.579346
	Iteration 19Q: 3 clusters Score -646201.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -646204.812500 Penalty: 2842.579346
	Iteration 20F: 3 clusters Score -646204.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -646204.562500 Penalty: 2842.579346
	Iteration 21Q: 3 clusters Score -646204.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -646206.562500 Penalty: 2842.579346
	Iteration 22Q: 3 clusters Score -646206.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -646207.875000 Penalty: 2842.579346
	Iteration 23Q: 3 clusters Score -646207.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -646210.000000 Penalty: 2842.579346
	Iteration 24Q: 3 clusters Score -646210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -646211.250000 Penalty: 2842.579346
	Iteration 25Q: 3 clusters Score -646211.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -646213.500000 Penalty: 2842.579346
	Iteration 26Q: 3 clusters Score -646213.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -646213.187500 Penalty: 2842.579346
	Iteration 27Q: 3 clusters Score -646213.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -646213.312500 Penalty: 2842.579346
	Iteration 28Q: 3 clusters Score -646213.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -646212.937500 Penalty: 2842.579346
	Iteration 29Q: 3 clusters Score -646212.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -646213.750000 Penalty: 2842.579346
	Iteration 30Q: 3 clusters Score -646213.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -646214.812500 Penalty: 2842.579346
	Iteration 31Q: 3 clusters Score -646214.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -646215.437500 Penalty: 2842.579346
	Iteration 32Q: 3 clusters Score -646215.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -646217.312500 Penalty: 2842.579346
	Iteration 33Q: 3 clusters Score -646217.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -646217.312500 Penalty: 2842.579346
	Iteration 34F: 3 clusters Score -646217.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Entering Unmasked Estep 
Score: -2600240.750000 Penalty: 1642.201782
	Iteration 0F: 2 clusters Score -2600241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2583854.750000 Penalty: 3284.403564
	Iteration 0F: 3 clusters Score -2583855 nChanged 11061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2589896.750000 Penalty: 3284.403564
	Iteration 1F: 3 clusters Score -2589897 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2590242.000000 Penalty: 3284.403564
	Iteration 2Q: 3 clusters Score -2590242 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2590560.250000 Penalty: 3284.403564
	Iteration 3Q: 3 clusters Score -2590560 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2590890.500000 Penalty: 3284.403564
	Iteration 4Q: 3 clusters Score -2590890 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2591231.500000 Penalty: 3284.403564
	Iteration 5Q: 3 clusters Score -2591232 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2591606.750000 Penalty: 3284.403564
	Iteration 6Q: 3 clusters Score -2591607 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2592101.000000 Penalty: 3284.403564
	Iteration 7Q: 3 clusters Score -2592101 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2592690.250000 Penalty: 3284.403564
	Iteration 8Q: 3 clusters Score -2592690 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2593420.250000 Penalty: 3284.403564
	Iteration 9Q: 3 clusters Score -2593420 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2594181.500000 Penalty: 3284.403564
	Iteration 10Q: 3 clusters Score -2594182 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2594688.250000 Penalty: 3284.403564
	Iteration 11Q: 3 clusters Score -2594688 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2594954.750000 Penalty: 3284.403564
	Iteration 12Q: 3 clusters Score -2594955 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2595073.750000 Penalty: 3284.403564
	Iteration 13Q: 3 clusters Score -2595074 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2595163.500000 Penalty: 3284.403564
	Iteration 14Q: 3 clusters Score -2595164 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -2595243.000000 Penalty: 3284.403564
	Iteration 15Q: 3 clusters Score -2595243 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2595304.750000 Penalty: 3284.403564
	Iteration 16Q: 3 clusters Score -2595305 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2595352.000000 Penalty: 3284.403564
	Iteration 17Q: 3 clusters Score -2595352 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2595389.750000 Penalty: 3284.403564
	Iteration 18Q: 3 clusters Score -2595390 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2595425.500000 Penalty: 3284.403564
	Iteration 19Q: 3 clusters Score -2595426 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -2595479.250000 Penalty: 3284.403564
	Iteration 20F: 3 clusters Score -2595479 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -2595512.000000 Penalty: 3284.403564
	Iteration 21Q: 3 clusters Score -2595512 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2595560.750000 Penalty: 3284.403564
	Iteration 22Q: 3 clusters Score -2595561 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2595595.250000 Penalty: 3284.403564
	Iteration 23Q: 3 clusters Score -2595595 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2595626.250000 Penalty: 3284.403564
	Iteration 24Q: 3 clusters Score -2595626 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2595683.750000 Penalty: 3284.403564
	Iteration 25Q: 3 clusters Score -2595684 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2595744.000000 Penalty: 3284.403564
	Iteration 26Q: 3 clusters Score -2595744 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2595813.000000 Penalty: 3284.403564
	Iteration 27Q: 3 clusters Score -2595813 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2595889.250000 Penalty: 3284.403564
	Iteration 28Q: 3 clusters Score -2595889 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2595955.500000 Penalty: 3284.403564
	Iteration 29Q: 3 clusters Score -2595956 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2596029.500000 Penalty: 3284.403564
	Iteration 30Q: 3 clusters Score -2596030 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2596106.000000 Penalty: 3284.403564
	Iteration 31Q: 3 clusters Score -2596106 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2596218.250000 Penalty: 3284.403564
	Iteration 32Q: 3 clusters Score -2596218 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -2596339.000000 Penalty: 3284.403564
	Iteration 33Q: 3 clusters Score -2596339 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2596463.500000 Penalty: 3284.403564
	Iteration 34Q: 3 clusters Score -2596464 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2596598.500000 Penalty: 3284.403564
	Iteration 35Q: 3 clusters Score -2596598 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -2596722.000000 Penalty: 3284.403564
	Iteration 36Q: 3 clusters Score -2596722 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2596872.750000 Penalty: 3284.403564
	Iteration 37Q: 3 clusters Score -2596873 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -2597024.250000 Penalty: 3284.403564
	Iteration 38Q: 3 clusters Score -2597024 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2597189.500000 Penalty: 3284.403564
	Iteration 39Q: 3 clusters Score -2597190 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2597359.250000 Penalty: 3284.403564
	Iteration 40F: 3 clusters Score -2597359 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -2597473.750000 Penalty: 3284.403564
	Iteration 41Q: 3 clusters Score -2597474 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2597625.250000 Penalty: 3284.403564
	Iteration 42Q: 3 clusters Score -2597625 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -2597775.250000 Penalty: 3284.403564
	Iteration 43Q: 3 clusters Score -2597775 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -2597926.500000 Penalty: 3284.403564
	Iteration 44Q: 3 clusters Score -2597926 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2598068.750000 Penalty: 3284.403564
	Iteration 45Q: 3 clusters Score -2598069 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -2598246.000000 Penalty: 3284.403564
	Iteration 46Q: 3 clusters Score -2598246 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -2598402.000000 Penalty: 3284.403564
	Iteration 47Q: 3 clusters Score -2598402 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -2598576.500000 Penalty: 3284.403564
	Iteration 48Q: 3 clusters Score -2598576 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -2598736.500000 Penalty: 3284.403564
	Iteration 49Q: 3 clusters Score -2598736 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2598853.750000 Penalty: 3284.403564
	Iteration 50Q: 3 clusters Score -2598854 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -2598928.500000 Penalty: 3284.403564
	Iteration 51Q: 3 clusters Score -2598928 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -2598985.750000 Penalty: 3284.403564
	Iteration 52Q: 3 clusters Score -2598986 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -2599013.750000 Penalty: 3284.403564
	Iteration 53Q: 3 clusters Score -2599014 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -2599044.250000 Penalty: 3284.403564
	Iteration 54Q: 3 clusters Score -2599044 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -2599078.750000 Penalty: 3284.403564
	Iteration 55Q: 3 clusters Score -2599079 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -2599107.500000 Penalty: 3284.403564
	Iteration 56Q: 3 clusters Score -2599108 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -2599126.750000 Penalty: 3284.403564
	Iteration 57Q: 3 clusters Score -2599127 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -2599142.000000 Penalty: 3284.403564
	Iteration 58Q: 3 clusters Score -2599142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -2599145.000000 Penalty: 3284.403564
	Iteration 59Q: 3 clusters Score -2599145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -2599157.000000 Penalty: 3284.403564
	Iteration 60F: 3 clusters Score -2599157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -2599160.750000 Penalty: 3284.403564
	Iteration 61Q: 3 clusters Score -2599161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -2599165.250000 Penalty: 3284.403564
	Iteration 62Q: 3 clusters Score -2599165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -2599174.500000 Penalty: 3284.403564
	Iteration 63Q: 3 clusters Score -2599174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -2599175.500000 Penalty: 3284.403564
	Iteration 64Q: 3 clusters Score -2599176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -2599178.500000 Penalty: 3284.403564
	Iteration 65Q: 3 clusters Score -2599178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -2599178.250000 Penalty: 3284.403564
	Iteration 66Q: 3 clusters Score -2599178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -2599179.750000 Penalty: 3284.403564
	Iteration 67Q: 3 clusters Score -2599180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -2599179.750000 Penalty: 3284.403564
	Iteration 68F: 3 clusters Score -2599180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Entering Unmasked Estep 
Score: -618645.312500 Penalty: 1414.049805
	Iteration 0F: 2 clusters Score -618645.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -613943.187500 Penalty: 2828.099609
	Iteration 0F: 3 clusters Score -613943.2 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -615370.312500 Penalty: 2828.099609
	Iteration 1F: 3 clusters Score -615370.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -615590.000000 Penalty: 2828.099609
	Iteration 2F: 3 clusters Score -615590 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -615789.062500 Penalty: 2828.099609
	Iteration 3F: 3 clusters Score -615789.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -616018.687500 Penalty: 2828.099609
	Iteration 4F: 3 clusters Score -616018.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -616308.375000 Penalty: 2828.099609
	Iteration 5F: 3 clusters Score -616308.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -616649.250000 Penalty: 2828.099609
	Iteration 6F: 3 clusters Score -616649.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -616940.187500 Penalty: 2828.099609
	Iteration 7F: 3 clusters Score -616940.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -617116.875000 Penalty: 2828.099609
	Iteration 8Q: 3 clusters Score -617116.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -617230.187500 Penalty: 2828.099609
	Iteration 9Q: 3 clusters Score -617230.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -617297.875000 Penalty: 2828.099609
	Iteration 10Q: 3 clusters Score -617297.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -617336.750000 Penalty: 2828.099609
	Iteration 11Q: 3 clusters Score -617336.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -617354.437500 Penalty: 2828.099609
	Iteration 12Q: 3 clusters Score -617354.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -617363.875000 Penalty: 2828.099609
	Iteration 13Q: 3 clusters Score -617363.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -617372.062500 Penalty: 2828.099609
	Iteration 14Q: 3 clusters Score -617372.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -617378.125000 Penalty: 2828.099609
	Iteration 15Q: 3 clusters Score -617378.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -617380.437500 Penalty: 2828.099609
	Iteration 16Q: 3 clusters Score -617380.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -617383.375000 Penalty: 2828.099609
	Iteration 17Q: 3 clusters Score -617383.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -617385.125000 Penalty: 2828.099609
	Iteration 18Q: 3 clusters Score -617385.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -617386.937500 Penalty: 2828.099609
	Iteration 19Q: 3 clusters Score -617386.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -617390.000000 Penalty: 2828.099609
	Iteration 20F: 3 clusters Score -617390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -617391.500000 Penalty: 2828.099609
	Iteration 21Q: 3 clusters Score -617391.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -617392.000000 Penalty: 2828.099609
	Iteration 22Q: 3 clusters Score -617392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -617396.500000 Penalty: 2828.099609
	Iteration 23Q: 3 clusters Score -617396.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -617403.062500 Penalty: 2828.099609
	Iteration 24Q: 3 clusters Score -617403.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -617416.000000 Penalty: 2828.099609
	Iteration 25Q: 3 clusters Score -617416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -617434.375000 Penalty: 2828.099609
	Iteration 26Q: 3 clusters Score -617434.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -617457.687500 Penalty: 2828.099609
	Iteration 27Q: 3 clusters Score -617457.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -617493.625000 Penalty: 2828.099609
	Iteration 28Q: 3 clusters Score -617493.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -617541.937500 Penalty: 2828.099609
	Iteration 29Q: 3 clusters Score -617541.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -617611.125000 Penalty: 2828.099609
	Iteration 30Q: 3 clusters Score -617611.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -617697.875000 Penalty: 2828.099609
	Iteration 31Q: 3 clusters Score -617697.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -617750.187500 Penalty: 2828.099609
	Iteration 32Q: 3 clusters Score -617750.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -617782.250000 Penalty: 2828.099609
	Iteration 33Q: 3 clusters Score -617782.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -617807.125000 Penalty: 2828.099609
	Iteration 34Q: 3 clusters Score -617807.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -617823.937500 Penalty: 2828.099609
	Iteration 35Q: 3 clusters Score -617823.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -617831.875000 Penalty: 2828.099609
	Iteration 36Q: 3 clusters Score -617831.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -617837.187500 Penalty: 2828.099609
	Iteration 37Q: 3 clusters Score -617837.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -617843.375000 Penalty: 2828.099609
	Iteration 38Q: 3 clusters Score -617843.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -617846.437500 Penalty: 2828.099609
	Iteration 39Q: 3 clusters Score -617846.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -617847.500000 Penalty: 2828.099609
	Iteration 40F: 3 clusters Score -617847.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -617848.625000 Penalty: 2828.099609
	Iteration 41Q: 3 clusters Score -617848.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -617850.312500 Penalty: 2828.099609
	Iteration 42Q: 3 clusters Score -617850.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -617851.250000 Penalty: 2828.099609
	Iteration 43Q: 3 clusters Score -617851.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -617850.812500 Penalty: 2828.099609
	Iteration 44Q: 3 clusters Score -617850.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -617850.625000 Penalty: 2828.099609
	Iteration 45Q: 3 clusters Score -617850.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -617853.000000 Penalty: 2828.099609
	Iteration 46Q: 3 clusters Score -617853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -617854.375000 Penalty: 2828.099609
	Iteration 47Q: 3 clusters Score -617854.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -617853.500000 Penalty: 2828.099609
	Iteration 48Q: 3 clusters Score -617853.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -617855.687500 Penalty: 2828.099609
	Iteration 49Q: 3 clusters Score -617855.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -617855.812500 Penalty: 2828.099609
	Iteration 50Q: 3 clusters Score -617855.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -617857.187500 Penalty: 2828.099609
	Iteration 51Q: 3 clusters Score -617857.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -617857.500000 Penalty: 2828.099609
	Iteration 52Q: 3 clusters Score -617857.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -617858.375000 Penalty: 2828.099609
	Iteration 53Q: 3 clusters Score -617858.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -617858.562500 Penalty: 2828.099609
	Iteration 54Q: 3 clusters Score -617858.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -617858.562500 Penalty: 2828.099609
	Iteration 55F: 3 clusters Score -617858.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (173673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173673 members 
Entering Unmasked Estep 
Score: -18633870.000000 Penalty: 1960.551147
	Iteration 0F: 2 clusters Score -1.863387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86749 members 
Mstep: Class 2 contains 86924 members 
Entering Unmasked Estep 
Score: -18524850.000000 Penalty: 3921.102295
	Iteration 0F: 3 clusters Score -1.852485e+07 nChanged 83638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83003 members 
Mstep: Class 2 contains 90670 members 
Entering Unmasked Estep 
Score: -18575848.000000 Penalty: 3921.102295
	Iteration 1F: 3 clusters Score -1.857585e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81520 members 
Mstep: Class 2 contains 92153 members 
Entering Unmasked Estep 
Score: -18578122.000000 Penalty: 3921.102295
	Iteration 2Q: 3 clusters Score -1.857812e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79660 members 
Mstep: Class 2 contains 94013 members 
Entering Unmasked Estep 
Score: -18581248.000000 Penalty: 3921.102295
	Iteration 3Q: 3 clusters Score -1.858125e+07 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77662 members 
Mstep: Class 2 contains 96011 members 
Entering Unmasked Estep 
Score: -18585240.000000 Penalty: 3921.102295
	Iteration 4Q: 3 clusters Score -1.858524e+07 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75789 members 
Mstep: Class 2 contains 97884 members 
Entering Unmasked Estep 
Score: -18590662.000000 Penalty: 3921.102295
	Iteration 5F: 3 clusters Score -1.859066e+07 nChanged 10526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74299 members 
Mstep: Class 2 contains 99374 members 
Entering Unmasked Estep 
Score: -18598196.000000 Penalty: 3921.102295
	Iteration 6F: 3 clusters Score -1.85982e+07 nChanged 11263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73926 members 
Mstep: Class 2 contains 99747 members 
Entering Unmasked Estep 
Score: -18606216.000000 Penalty: 3921.102295
	Iteration 7F: 3 clusters Score -1.860622e+07 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74507 members 
Mstep: Class 2 contains 99166 members 
Entering Unmasked Estep 
Score: -18612254.000000 Penalty: 3921.102295
	Iteration 8F: 3 clusters Score -1.861225e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75295 members 
Mstep: Class 2 contains 98378 members 
Entering Unmasked Estep 
Score: -18614990.000000 Penalty: 3921.102295
	Iteration 9Q: 3 clusters Score -1.861499e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76054 members 
Mstep: Class 2 contains 97619 members 
Entering Unmasked Estep 
Score: -18615632.000000 Penalty: 3921.102295
	Iteration 10Q: 3 clusters Score -1.861563e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76760 members 
Mstep: Class 2 contains 96913 members 
Entering Unmasked Estep 
Score: -18616080.000000 Penalty: 3921.102295
	Iteration 11Q: 3 clusters Score -1.861608e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77477 members 
Mstep: Class 2 contains 96196 members 
Entering Unmasked Estep 
Score: -18616310.000000 Penalty: 3921.102295
	Iteration 12Q: 3 clusters Score -1.861631e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78200 members 
Mstep: Class 2 contains 95473 members 
Entering Unmasked Estep 
Score: -18616536.000000 Penalty: 3921.102295
	Iteration 13Q: 3 clusters Score -1.861654e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78892 members 
Mstep: Class 2 contains 94781 members 
Entering Unmasked Estep 
Score: -18616776.000000 Penalty: 3921.102295
	Iteration 14Q: 3 clusters Score -1.861678e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79611 members 
Mstep: Class 2 contains 94062 members 
Entering Unmasked Estep 
Score: -18617010.000000 Penalty: 3921.102295
	Iteration 15Q: 3 clusters Score -1.861701e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80439 members 
Mstep: Class 2 contains 93234 members 
Entering Unmasked Estep 
Score: -18617132.000000 Penalty: 3921.102295
	Iteration 16Q: 3 clusters Score -1.861713e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81331 members 
Mstep: Class 2 contains 92342 members 
Entering Unmasked Estep 
Score: -18617324.000000 Penalty: 3921.102295
	Iteration 17Q: 3 clusters Score -1.861732e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82379 members 
Mstep: Class 2 contains 91294 members 
Entering Unmasked Estep 
Score: -18617478.000000 Penalty: 3921.102295
	Iteration 18Q: 3 clusters Score -1.861748e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83427 members 
Mstep: Class 2 contains 90246 members 
Entering Unmasked Estep 
Score: -18617742.000000 Penalty: 3921.102295
	Iteration 19Q: 3 clusters Score -1.861774e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84550 members 
Mstep: Class 2 contains 89123 members 
Entering Unmasked Estep 
Score: -18617918.000000 Penalty: 3921.102295
	Iteration 20F: 3 clusters Score -1.861792e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85733 members 
Mstep: Class 2 contains 87940 members 
Entering Unmasked Estep 
Score: -18618178.000000 Penalty: 3921.102295
	Iteration 21Q: 3 clusters Score -1.861818e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86966 members 
Mstep: Class 2 contains 86707 members 
Entering Unmasked Estep 
Score: -18618340.000000 Penalty: 3921.102295
	Iteration 22Q: 3 clusters Score -1.861834e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88321 members 
Mstep: Class 2 contains 85352 members 
Entering Unmasked Estep 
Score: -18618538.000000 Penalty: 3921.102295
	Iteration 23Q: 3 clusters Score -1.861854e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89889 members 
Mstep: Class 2 contains 83784 members 
Entering Unmasked Estep 
Score: -18618852.000000 Penalty: 3921.102295
	Iteration 24Q: 3 clusters Score -1.861885e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91603 members 
Mstep: Class 2 contains 82070 members 
Entering Unmasked Estep 
Score: -18619158.000000 Penalty: 3921.102295
	Iteration 25Q: 3 clusters Score -1.861916e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93388 members 
Mstep: Class 2 contains 80285 members 
Entering Unmasked Estep 
Score: -18619610.000000 Penalty: 3921.102295
	Iteration 26Q: 3 clusters Score -1.861961e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95288 members 
Mstep: Class 2 contains 78385 members 
Entering Unmasked Estep 
Score: -18619948.000000 Penalty: 3921.102295
	Iteration 27Q: 3 clusters Score -1.861995e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97312 members 
Mstep: Class 2 contains 76361 members 
Entering Unmasked Estep 
Score: -18620312.000000 Penalty: 3921.102295
	Iteration 28Q: 3 clusters Score -1.862031e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99433 members 
Mstep: Class 2 contains 74240 members 
Entering Unmasked Estep 
Score: -18620710.000000 Penalty: 3921.102295
	Iteration 29Q: 3 clusters Score -1.862071e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101709 members 
Mstep: Class 2 contains 71964 members 
Entering Unmasked Estep 
Score: -18621356.000000 Penalty: 3921.102295
	Iteration 30Q: 3 clusters Score -1.862136e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104184 members 
Mstep: Class 2 contains 69489 members 
Entering Unmasked Estep 
Score: -18621872.000000 Penalty: 3921.102295
	Iteration 31Q: 3 clusters Score -1.862187e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106814 members 
Mstep: Class 2 contains 66859 members 
Entering Unmasked Estep 
Score: -18622376.000000 Penalty: 3921.102295
	Iteration 32Q: 3 clusters Score -1.862238e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109586 members 
Mstep: Class 2 contains 64087 members 
Entering Unmasked Estep 
Score: -18622928.000000 Penalty: 3921.102295
	Iteration 33Q: 3 clusters Score -1.862293e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112280 members 
Mstep: Class 2 contains 61393 members 
Entering Unmasked Estep 
Score: -18623342.000000 Penalty: 3921.102295
	Iteration 34Q: 3 clusters Score -1.862334e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115066 members 
Mstep: Class 2 contains 58607 members 
Entering Unmasked Estep 
Score: -18623912.000000 Penalty: 3921.102295
	Iteration 35Q: 3 clusters Score -1.862391e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117868 members 
Mstep: Class 2 contains 55805 members 
Entering Unmasked Estep 
Score: -18624520.000000 Penalty: 3921.102295
	Iteration 36Q: 3 clusters Score -1.862452e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120632 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -18625208.000000 Penalty: 3921.102295
	Iteration 37Q: 3 clusters Score -1.862521e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123403 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -18625568.000000 Penalty: 3921.102295
	Iteration 38Q: 3 clusters Score -1.862557e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126113 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -18626116.000000 Penalty: 3921.102295
	Iteration 39Q: 3 clusters Score -1.862612e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128920 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -18626750.000000 Penalty: 3921.102295
	Iteration 40F: 3 clusters Score -1.862675e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131842 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -18627598.000000 Penalty: 3921.102295
	Iteration 41Q: 3 clusters Score -1.86276e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134717 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -18628354.000000 Penalty: 3921.102295
	Iteration 42Q: 3 clusters Score -1.862835e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137443 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -18629084.000000 Penalty: 3921.102295
	Iteration 43Q: 3 clusters Score -1.862908e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140126 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -18629684.000000 Penalty: 3921.102295
	Iteration 44Q: 3 clusters Score -1.862968e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142859 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -18630486.000000 Penalty: 3921.102295
	Iteration 45Q: 3 clusters Score -1.863049e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145733 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -18631174.000000 Penalty: 3921.102295
	Iteration 46Q: 3 clusters Score -1.863117e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148628 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -18631800.000000 Penalty: 3921.102295
	Iteration 47Q: 3 clusters Score -1.86318e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151454 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -18632422.000000 Penalty: 3921.102295
	Iteration 48Q: 3 clusters Score -1.863242e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154225 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -18632992.000000 Penalty: 3921.102295
	Iteration 49Q: 3 clusters Score -1.863299e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156888 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -18633288.000000 Penalty: 3921.102295
	Iteration 50Q: 3 clusters Score -1.863329e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159350 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -18633368.000000 Penalty: 3921.102295
	Iteration 51Q: 3 clusters Score -1.863337e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161689 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -18633560.000000 Penalty: 3921.102295
	Iteration 52Q: 3 clusters Score -1.863356e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163837 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -18633530.000000 Penalty: 3921.102295
	Iteration 53Q: 3 clusters Score -1.863353e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165715 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -18633420.000000 Penalty: 3921.102295
	Iteration 54Q: 3 clusters Score -1.863342e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167325 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -18633118.000000 Penalty: 3921.102295
	Iteration 55Q: 3 clusters Score -1.863312e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168624 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -18633056.000000 Penalty: 3921.102295
	Iteration 56Q: 3 clusters Score -1.863306e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169549 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -18632962.000000 Penalty: 3921.102295
	Iteration 57Q: 3 clusters Score -1.863296e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170127 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -18632936.000000 Penalty: 3921.102295
	Iteration 58Q: 3 clusters Score -1.863294e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170483 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -18632922.000000 Penalty: 3921.102295
	Iteration 59Q: 3 clusters Score -1.863292e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170708 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -18633170.000000 Penalty: 3921.102295
	Iteration 60F: 3 clusters Score -1.863317e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171432 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -18632994.000000 Penalty: 3921.102295
	Iteration 61Q: 3 clusters Score -1.863299e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171915 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -18632870.000000 Penalty: 3921.102295
	Iteration 62Q: 3 clusters Score -1.863287e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172268 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -18632846.000000 Penalty: 3921.102295
	Iteration 63Q: 3 clusters Score -1.863285e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172508 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -18632760.000000 Penalty: 3921.102295
	Iteration 64Q: 3 clusters Score -1.863276e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172667 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -18632700.000000 Penalty: 3921.102295
	Iteration 65Q: 3 clusters Score -1.86327e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172785 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -18632656.000000 Penalty: 3921.102295
	Iteration 66Q: 3 clusters Score -1.863266e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172860 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -18632634.000000 Penalty: 3921.102295
	Iteration 67Q: 3 clusters Score -1.863263e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172912 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -18632608.000000 Penalty: 3921.102295
	Iteration 68Q: 3 clusters Score -1.863261e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172957 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -18632580.000000 Penalty: 3921.102295
	Iteration 69Q: 3 clusters Score -1.863258e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172982 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -18632584.000000 Penalty: 3921.102295
	Iteration 70Q: 3 clusters Score -1.863258e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173003 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -18632592.000000 Penalty: 3921.102295
	Iteration 71Q: 3 clusters Score -1.863259e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173021 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -18632596.000000 Penalty: 3921.102295
	Iteration 72Q: 3 clusters Score -1.86326e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173037 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -18632626.000000 Penalty: 3921.102295
	Iteration 73Q: 3 clusters Score -1.863263e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173047 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -18632606.000000 Penalty: 3921.102295
	Iteration 74Q: 3 clusters Score -1.863261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173055 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -18632610.000000 Penalty: 3921.102295
	Iteration 75Q: 3 clusters Score -1.863261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173060 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -18632614.000000 Penalty: 3921.102295
	Iteration 76Q: 3 clusters Score -1.863261e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173067 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -18632620.000000 Penalty: 3921.102295
	Iteration 77Q: 3 clusters Score -1.863262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173078 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -18632612.000000 Penalty: 3921.102295
	Iteration 78Q: 3 clusters Score -1.863261e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173088 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -18632606.000000 Penalty: 3921.102295
	Iteration 79Q: 3 clusters Score -1.863261e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173097 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -18632618.000000 Penalty: 3921.102295
	Iteration 80F: 3 clusters Score -1.863262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173104 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -18632616.000000 Penalty: 3921.102295
	Iteration 81Q: 3 clusters Score -1.863262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173113 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -18632600.000000 Penalty: 3921.102295
	Iteration 82Q: 3 clusters Score -1.86326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173118 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -18632602.000000 Penalty: 3921.102295
	Iteration 83Q: 3 clusters Score -1.86326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173123 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -18632610.000000 Penalty: 3921.102295
	Iteration 84Q: 3 clusters Score -1.863261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173126 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -18632602.000000 Penalty: 3921.102295
	Iteration 85Q: 3 clusters Score -1.86326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173127 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -18632600.000000 Penalty: 3921.102295
	Iteration 86Q: 3 clusters Score -1.86326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173129 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -18632596.000000 Penalty: 3921.102295
	Iteration 87Q: 3 clusters Score -1.86326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173129 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -18632596.000000 Penalty: 3921.102295
	Iteration 88F: 3 clusters Score -1.86326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Entering Unmasked Estep 
Score: -314925.281250 Penalty: 1330.390991
	Iteration 0F: 2 clusters Score -314925.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -311939.406250 Penalty: 2660.781982
	Iteration 0F: 3 clusters Score -311939.4 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -313877.218750 Penalty: 2660.781982
	Iteration 1F: 3 clusters Score -313877.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -314847.625000 Penalty: 2660.781982
	Iteration 2F: 3 clusters Score -314847.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -315320.968750 Penalty: 2660.781982
	Iteration 3F: 3 clusters Score -315321 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -315537.062500 Penalty: 2660.781982
	Iteration 4Q: 3 clusters Score -315537.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -315692.437500 Penalty: 2660.781982
	Iteration 5Q: 3 clusters Score -315692.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -315786.750000 Penalty: 2660.781982
	Iteration 6Q: 3 clusters Score -315786.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -315848.500000 Penalty: 2660.781982
	Iteration 7Q: 3 clusters Score -315848.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -315883.875000 Penalty: 2660.781982
	Iteration 8Q: 3 clusters Score -315883.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -315906.156250 Penalty: 2660.781982
	Iteration 9Q: 3 clusters Score -315906.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -315930.500000 Penalty: 2660.781982
	Iteration 10Q: 3 clusters Score -315930.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -315954.718750 Penalty: 2660.781982
	Iteration 11Q: 3 clusters Score -315954.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -315970.281250 Penalty: 2660.781982
	Iteration 12Q: 3 clusters Score -315970.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -315979.968750 Penalty: 2660.781982
	Iteration 13Q: 3 clusters Score -315980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -315985.281250 Penalty: 2660.781982
	Iteration 14Q: 3 clusters Score -315985.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -315987.750000 Penalty: 2660.781982
	Iteration 15Q: 3 clusters Score -315987.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -315988.500000 Penalty: 2660.781982
	Iteration 16Q: 3 clusters Score -315988.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -315990.718750 Penalty: 2660.781982
	Iteration 17Q: 3 clusters Score -315990.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -315991.906250 Penalty: 2660.781982
	Iteration 18Q: 3 clusters Score -315991.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -315992.968750 Penalty: 2660.781982
	Iteration 19Q: 3 clusters Score -315993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -316010.562500 Penalty: 2660.781982
	Iteration 20F: 3 clusters Score -316010.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -316029.656250 Penalty: 2660.781982
	Iteration 21Q: 3 clusters Score -316029.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -316040.781250 Penalty: 2660.781982
	Iteration 22Q: 3 clusters Score -316040.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -316045.218750 Penalty: 2660.781982
	Iteration 23Q: 3 clusters Score -316045.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -316048.437500 Penalty: 2660.781982
	Iteration 24Q: 3 clusters Score -316048.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -316049.781250 Penalty: 2660.781982
	Iteration 25Q: 3 clusters Score -316049.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -316050.593750 Penalty: 2660.781982
	Iteration 26Q: 3 clusters Score -316050.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -316050.656250 Penalty: 2660.781982
	Iteration 27Q: 3 clusters Score -316050.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -316050.656250 Penalty: 2660.781982
	Iteration 28F: 3 clusters Score -316050.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 3 contains 7570 members 
Mstep: Class 4 contains 10282 members 
Mstep: Class 5 contains 16322 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 39805 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 926 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5709 members 
Mstep: Class 12 contains 26041 members 
Mstep: Class 13 contains 10415 members 
Mstep: Class 14 contains 2182 members 
Mstep: Class 15 contains 14218 members 
Mstep: Class 16 contains 5471 members 
Mstep: Class 17 contains 23954 members 
Mstep: Class 18 contains 133397 members 
Mstep: Class 19 contains 2437 members 
Mstep: Class 20 contains 31207 members 
Mstep: Class 21 contains 16028 members 
Mstep: Class 22 contains 3868 members 
Mstep: Class 23 contains 6288 members 
Mstep: Class 24 contains 24486 members 
Mstep: Class 25 contains 6014 members 
Mstep: Class 26 contains 173673 members 
Mstep: Class 27 contains 2309 members 
Mstep: Class 28 contains 38769 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2214 members 
Mstep: Class 31 contains 2837 members 
Mstep: Class 32 contains 4192 members 
Mstep: Class 33 contains 13284 members 
Mstep: Class 34 contains 1285 members 
Entering Unmasked Estep 
Score: -65946228.000000 Penalty: 73876.734375
Splitting cluster 27 changes total score from -65945520.000000 to -65946228.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 28 (38769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Entering Unmasked Estep 
Score: -3798213.750000 Penalty: 1716.873657
	Iteration 0F: 2 clusters Score -3798214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -3772127.750000 Penalty: 3433.747314
	Iteration 0F: 3 clusters Score -3772128 nChanged 18124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -3782826.500000 Penalty: 3433.747314
	Iteration 1F: 3 clusters Score -3782826 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -3783797.750000 Penalty: 3433.747314
	Iteration 2F: 3 clusters Score -3783798 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -3784923.250000 Penalty: 3433.747314
	Iteration 3F: 3 clusters Score -3784923 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -3786149.000000 Penalty: 3433.747314
	Iteration 4F: 3 clusters Score -3786149 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -3787425.000000 Penalty: 3433.747314
	Iteration 5F: 3 clusters Score -3787425 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -3788636.750000 Penalty: 3433.747314
	Iteration 6F: 3 clusters Score -3788637 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -3789747.750000 Penalty: 3433.747314
	Iteration 7F: 3 clusters Score -3789748 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -3790801.000000 Penalty: 3433.747314
	Iteration 8Q: 3 clusters Score -3790801 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -3791744.250000 Penalty: 3433.747314
	Iteration 9Q: 3 clusters Score -3791744 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -3792492.000000 Penalty: 3433.747314
	Iteration 10Q: 3 clusters Score -3792492 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -3793088.000000 Penalty: 3433.747314
	Iteration 11Q: 3 clusters Score -3793088 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -3793570.000000 Penalty: 3433.747314
	Iteration 12Q: 3 clusters Score -3793570 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -3794025.750000 Penalty: 3433.747314
	Iteration 13Q: 3 clusters Score -3794026 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -3794385.500000 Penalty: 3433.747314
	Iteration 14Q: 3 clusters Score -3794386 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -3794775.250000 Penalty: 3433.747314
	Iteration 15Q: 3 clusters Score -3794775 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -3795136.750000 Penalty: 3433.747314
	Iteration 16Q: 3 clusters Score -3795137 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -3795438.500000 Penalty: 3433.747314
	Iteration 17Q: 3 clusters Score -3795438 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3795719.500000 Penalty: 3433.747314
	Iteration 18Q: 3 clusters Score -3795720 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -3795968.750000 Penalty: 3433.747314
	Iteration 19Q: 3 clusters Score -3795969 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3796181.250000 Penalty: 3433.747314
	Iteration 20F: 3 clusters Score -3796181 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3796330.500000 Penalty: 3433.747314
	Iteration 21Q: 3 clusters Score -3796330 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3796454.750000 Penalty: 3433.747314
	Iteration 22Q: 3 clusters Score -3796455 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3796563.000000 Penalty: 3433.747314
	Iteration 23Q: 3 clusters Score -3796563 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3796660.000000 Penalty: 3433.747314
	Iteration 24Q: 3 clusters Score -3796660 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3796742.750000 Penalty: 3433.747314
	Iteration 25Q: 3 clusters Score -3796743 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3796829.500000 Penalty: 3433.747314
	Iteration 26Q: 3 clusters Score -3796830 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3796916.000000 Penalty: 3433.747314
	Iteration 27Q: 3 clusters Score -3796916 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3796981.250000 Penalty: 3433.747314
	Iteration 28Q: 3 clusters Score -3796981 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3797020.500000 Penalty: 3433.747314
	Iteration 29Q: 3 clusters Score -3797020 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3797074.250000 Penalty: 3433.747314
	Iteration 30Q: 3 clusters Score -3797074 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3797113.250000 Penalty: 3433.747314
	Iteration 31Q: 3 clusters Score -3797113 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3797140.250000 Penalty: 3433.747314
	Iteration 32Q: 3 clusters Score -3797140 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3797177.000000 Penalty: 3433.747314
	Iteration 33Q: 3 clusters Score -3797177 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3797195.250000 Penalty: 3433.747314
	Iteration 34Q: 3 clusters Score -3797195 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3797216.250000 Penalty: 3433.747314
	Iteration 35Q: 3 clusters Score -3797216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3797233.250000 Penalty: 3433.747314
	Iteration 36Q: 3 clusters Score -3797233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3797245.250000 Penalty: 3433.747314
	Iteration 37Q: 3 clusters Score -3797245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3797248.750000 Penalty: 3433.747314
	Iteration 38Q: 3 clusters Score -3797249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3797255.500000 Penalty: 3433.747314
	Iteration 39Q: 3 clusters Score -3797256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3797256.500000 Penalty: 3433.747314
	Iteration 40F: 3 clusters Score -3797256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -111659.242188 Penalty: 1148.992676
	Iteration 0F: 2 clusters Score -111659.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -110149.164062 Penalty: 2297.985352
	Iteration 0F: 3 clusters Score -110149.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -110540.406250 Penalty: 2297.985352
	Iteration 1F: 3 clusters Score -110540.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -110717.234375 Penalty: 2297.985352
	Iteration 2F: 3 clusters Score -110717.2 nChanged 82
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: -110890.148438 Penalty: 2297.985352
	Iteration 3F: 3 clusters Score -110890.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -111066.500000 Penalty: 2297.985352
	Iteration 4F: 3 clusters Score -111066.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -111176.195312 Penalty: 2297.985352
	Iteration 5Q: 3 clusters Score -111176.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -111256.828125 Penalty: 2297.985352
	Iteration 6Q: 3 clusters Score -111256.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -111328.328125 Penalty: 2297.985352
	Iteration 7Q: 3 clusters Score -111328.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -111372.359375 Penalty: 2297.985352
	Iteration 8Q: 3 clusters Score -111372.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -111428.195312 Penalty: 2297.985352
	Iteration 9Q: 3 clusters Score -111428.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -111497.593750 Penalty: 2297.985352
	Iteration 10Q: 3 clusters Score -111497.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -111574.835938 Penalty: 2297.985352
	Iteration 11Q: 3 clusters Score -111574.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -111654.570312 Penalty: 2297.985352
	Iteration 12Q: 3 clusters Score -111654.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -111718.234375 Penalty: 2297.985352
	Iteration 13Q: 3 clusters Score -111718.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -111766.062500 Penalty: 2297.985352
	Iteration 14Q: 3 clusters Score -111766.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -111786.460938 Penalty: 2297.985352
	Iteration 15Q: 3 clusters Score -111786.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -111803.671875 Penalty: 2297.985352
	Iteration 16Q: 3 clusters Score -111803.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -111823.218750 Penalty: 2297.985352
	Iteration 17Q: 3 clusters Score -111823.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -111838.664062 Penalty: 2297.985352
	Iteration 18Q: 3 clusters Score -111838.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -111851.500000 Penalty: 2297.985352
	Iteration 19Q: 3 clusters Score -111851.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -111867.265625 Penalty: 2297.985352
	Iteration 20F: 3 clusters Score -111867.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -111890.625000 Penalty: 2297.985352
	Iteration 21Q: 3 clusters Score -111890.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -111910.828125 Penalty: 2297.985352
	Iteration 22Q: 3 clusters Score -111910.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -111920.460938 Penalty: 2297.985352
	Iteration 23Q: 3 clusters Score -111920.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -111931.664062 Penalty: 2297.985352
	Iteration 24Q: 3 clusters Score -111931.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -111936.843750 Penalty: 2297.985352
	Iteration 25Q: 3 clusters Score -111936.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -111938.265625 Penalty: 2297.985352
	Iteration 26Q: 3 clusters Score -111938.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -111938.687500 Penalty: 2297.985352
	Iteration 27Q: 3 clusters Score -111938.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -111938.687500 Penalty: 2297.985352
	Iteration 28F: 3 clusters Score -111938.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 3 contains 7570 members 
Mstep: Class 4 contains 10282 members 
Mstep: Class 5 contains 16322 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 39805 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 926 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5709 members 
Mstep: Class 12 contains 26041 members 
Mstep: Class 13 contains 10415 members 
Mstep: Class 14 contains 2182 members 
Mstep: Class 15 contains 14218 members 
Mstep: Class 16 contains 5471 members 
Mstep: Class 17 contains 23954 members 
Mstep: Class 18 contains 133397 members 
Mstep: Class 19 contains 2437 members 
Mstep: Class 20 contains 31207 members 
Mstep: Class 21 contains 16028 members 
Mstep: Class 22 contains 3868 members 
Mstep: Class 23 contains 6288 members 
Mstep: Class 24 contains 24486 members 
Mstep: Class 25 contains 6014 members 
Mstep: Class 26 contains 173673 members 
Mstep: Class 27 contains 2309 members 
Mstep: Class 28 contains 38769 members 
Mstep: Class 29 contains 509 members 
Mstep: Class 30 contains 2214 members 
Mstep: Class 31 contains 2837 members 
Mstep: Class 32 contains 4192 members 
Mstep: Class 33 contains 13284 members 
Mstep: Class 34 contains 1285 members 
Mstep: Class 35 contains 668 members 
Entering Unmasked Estep 
Score: -65945504.000000 Penalty: 76049.578125
Splitting cluster 29 changes total score from -65945520.000000 to -65945504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (2214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Entering Unmasked Estep 
Score: -228016.656250 Penalty: 1251.665405
	Iteration 0F: 2 clusters Score -228016.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -225810.156250 Penalty: 2503.330811
	Iteration 0F: 3 clusters Score -225810.2 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -226354.609375 Penalty: 2503.330811
	Iteration 1F: 3 clusters Score -226354.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -226542.265625 Penalty: 2503.330811
	Iteration 2F: 3 clusters Score -226542.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -226645.843750 Penalty: 2503.330811
	Iteration 3F: 3 clusters Score -226645.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -226696.562500 Penalty: 2503.330811
	Iteration 4Q: 3 clusters Score -226696.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -226726.578125 Penalty: 2503.330811
	Iteration 5Q: 3 clusters Score -226726.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -226752.859375 Penalty: 2503.330811
	Iteration 6Q: 3 clusters Score -226752.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -226768.625000 Penalty: 2503.330811
	Iteration 7Q: 3 clusters Score -226768.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -226780.812500 Penalty: 2503.330811
	Iteration 8Q: 3 clusters Score -226780.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -226788.718750 Penalty: 2503.330811
	Iteration 9Q: 3 clusters Score -226788.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -226794.906250 Penalty: 2503.330811
	Iteration 10Q: 3 clusters Score -226794.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -226800.671875 Penalty: 2503.330811
	Iteration 11Q: 3 clusters Score -226800.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -226808.796875 Penalty: 2503.330811
	Iteration 12Q: 3 clusters Score -226808.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -226819.250000 Penalty: 2503.330811
	Iteration 13Q: 3 clusters Score -226819.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -226834.687500 Penalty: 2503.330811
	Iteration 14Q: 3 clusters Score -226834.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -226846.234375 Penalty: 2503.330811
	Iteration 15Q: 3 clusters Score -226846.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -226857.734375 Penalty: 2503.330811
	Iteration 16Q: 3 clusters Score -226857.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -226864.218750 Penalty: 2503.330811
	Iteration 17Q: 3 clusters Score -226864.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -226870.109375 Penalty: 2503.330811
	Iteration 18Q: 3 clusters Score -226870.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -226875.703125 Penalty: 2503.330811
	Iteration 19Q: 3 clusters Score -226875.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -226883.796875 Penalty: 2503.330811
	Iteration 20F: 3 clusters Score -226883.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -226892.218750 Penalty: 2503.330811
	Iteration 21Q: 3 clusters Score -226892.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -226904.546875 Penalty: 2503.330811
	Iteration 22Q: 3 clusters Score -226904.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -226917.062500 Penalty: 2503.330811
	Iteration 23Q: 3 clusters Score -226917.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -226923.953125 Penalty: 2503.330811
	Iteration 24Q: 3 clusters Score -226924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -226935.171875 Penalty: 2503.330811
	Iteration 25Q: 3 clusters Score -226935.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -226944.093750 Penalty: 2503.330811
	Iteration 26Q: 3 clusters Score -226944.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -226953.906250 Penalty: 2503.330811
	Iteration 27Q: 3 clusters Score -226953.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -226968.593750 Penalty: 2503.330811
	Iteration 28Q: 3 clusters Score -226968.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -226982.812500 Penalty: 2503.330811
	Iteration 29Q: 3 clusters Score -226982.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -227000.656250 Penalty: 2503.330811
	Iteration 30Q: 3 clusters Score -227000.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -227017.062500 Penalty: 2503.330811
	Iteration 31Q: 3 clusters Score -227017.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -227030.359375 Penalty: 2503.330811
	Iteration 32Q: 3 clusters Score -227030.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -227040.828125 Penalty: 2503.330811
	Iteration 33Q: 3 clusters Score -227040.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -227049.687500 Penalty: 2503.330811
	Iteration 34Q: 3 clusters Score -227049.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -227055.187500 Penalty: 2503.330811
	Iteration 35Q: 3 clusters Score -227055.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -227060.406250 Penalty: 2503.330811
	Iteration 36Q: 3 clusters Score -227060.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -227067.218750 Penalty: 2503.330811
	Iteration 37Q: 3 clusters Score -227067.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -227071.656250 Penalty: 2503.330811
	Iteration 38Q: 3 clusters Score -227071.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -227073.218750 Penalty: 2503.330811
	Iteration 39Q: 3 clusters Score -227073.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -227075.031250 Penalty: 2503.330811
	Iteration 40F: 3 clusters Score -227075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -227076.062500 Penalty: 2503.330811
	Iteration 41Q: 3 clusters Score -227076.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -227079.390625 Penalty: 2503.330811
	Iteration 42Q: 3 clusters Score -227079.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -227083.953125 Penalty: 2503.330811
	Iteration 43Q: 3 clusters Score -227084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -227087.515625 Penalty: 2503.330811
	Iteration 44Q: 3 clusters Score -227087.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -227088.453125 Penalty: 2503.330811
	Iteration 45Q: 3 clusters Score -227088.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -227090.671875 Penalty: 2503.330811
	Iteration 46Q: 3 clusters Score -227090.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -227091.812500 Penalty: 2503.330811
	Iteration 47Q: 3 clusters Score -227091.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -227094.828125 Penalty: 2503.330811
	Iteration 48Q: 3 clusters Score -227094.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -227096.593750 Penalty: 2503.330811
	Iteration 49Q: 3 clusters Score -227096.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -227098.937500 Penalty: 2503.330811
	Iteration 50Q: 3 clusters Score -227098.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -227103.390625 Penalty: 2503.330811
	Iteration 51Q: 3 clusters Score -227103.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -227108.875000 Penalty: 2503.330811
	Iteration 52Q: 3 clusters Score -227108.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -227112.187500 Penalty: 2503.330811
	Iteration 53Q: 3 clusters Score -227112.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -227118.000000 Penalty: 2503.330811
	Iteration 54Q: 3 clusters Score -227118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -227119.125000 Penalty: 2503.330811
	Iteration 55Q: 3 clusters Score -227119.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -227121.734375 Penalty: 2503.330811
	Iteration 56Q: 3 clusters Score -227121.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -227124.687500 Penalty: 2503.330811
	Iteration 57Q: 3 clusters Score -227124.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -227125.015625 Penalty: 2503.330811
	Iteration 58Q: 3 clusters Score -227125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -227125.671875 Penalty: 2503.330811
	Iteration 59Q: 3 clusters Score -227125.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -227126.312500 Penalty: 2503.330811
	Iteration 60F: 3 clusters Score -227126.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Entering Unmasked Estep 
Score: -295084.718750 Penalty: 1291.956665
	Iteration 0F: 2 clusters Score -295084.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -292457.218750 Penalty: 2583.913330
	Iteration 0F: 3 clusters Score -292457.2 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -293124.906250 Penalty: 2583.913330
	Iteration 1F: 3 clusters Score -293124.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -293280.781250 Penalty: 2583.913330
	Iteration 2F: 3 clusters Score -293280.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -293426.281250 Penalty: 2583.913330
	Iteration 3F: 3 clusters Score -293426.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -293595.000000 Penalty: 2583.913330
	Iteration 4F: 3 clusters Score -293595 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -293762.406250 Penalty: 2583.913330
	Iteration 5F: 3 clusters Score -293762.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -293878.843750 Penalty: 2583.913330
	Iteration 6Q: 3 clusters Score -293878.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -293951.843750 Penalty: 2583.913330
	Iteration 7Q: 3 clusters Score -293951.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -294012.125000 Penalty: 2583.913330
	Iteration 8Q: 3 clusters Score -294012.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -294044.406250 Penalty: 2583.913330
	Iteration 9Q: 3 clusters Score -294044.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -294065.062500 Penalty: 2583.913330
	Iteration 10Q: 3 clusters Score -294065.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -294092.781250 Penalty: 2583.913330
	Iteration 11Q: 3 clusters Score -294092.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -294116.593750 Penalty: 2583.913330
	Iteration 12Q: 3 clusters Score -294116.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -294133.437500 Penalty: 2583.913330
	Iteration 13Q: 3 clusters Score -294133.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -294153.343750 Penalty: 2583.913330
	Iteration 14Q: 3 clusters Score -294153.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -294172.968750 Penalty: 2583.913330
	Iteration 15Q: 3 clusters Score -294173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -294181.218750 Penalty: 2583.913330
	Iteration 16Q: 3 clusters Score -294181.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -294190.031250 Penalty: 2583.913330
	Iteration 17Q: 3 clusters Score -294190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -294197.406250 Penalty: 2583.913330
	Iteration 18Q: 3 clusters Score -294197.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -294199.250000 Penalty: 2583.913330
	Iteration 19Q: 3 clusters Score -294199.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -294202.062500 Penalty: 2583.913330
	Iteration 20F: 3 clusters Score -294202.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -294204.062500 Penalty: 2583.913330
	Iteration 21Q: 3 clusters Score -294204.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -294205.968750 Penalty: 2583.913330
	Iteration 22Q: 3 clusters Score -294206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -294207.281250 Penalty: 2583.913330
	Iteration 23Q: 3 clusters Score -294207.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -294210.437500 Penalty: 2583.913330
	Iteration 24Q: 3 clusters Score -294210.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -294213.875000 Penalty: 2583.913330
	Iteration 25Q: 3 clusters Score -294213.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -294214.062500 Penalty: 2583.913330
	Iteration 26Q: 3 clusters Score -294214.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -294214.062500 Penalty: 2583.913330
	Iteration 27F: 3 clusters Score -294214.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Entering Unmasked Estep 
Score: -417013.437500 Penalty: 1355.401611
	Iteration 0F: 2 clusters Score -417013.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -413586.406250 Penalty: 2710.803223
	Iteration 0F: 3 clusters Score -413586.4 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -414743.968750 Penalty: 2710.803223
	Iteration 1F: 3 clusters Score -414744 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -415349.781250 Penalty: 2710.803223
	Iteration 2F: 3 clusters Score -415349.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -416017.031250 Penalty: 2710.803223
	Iteration 3F: 3 clusters Score -416017 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -416407.656250 Penalty: 2710.803223
	Iteration 4F: 3 clusters Score -416407.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -416559.000000 Penalty: 2710.803223
	Iteration 5F: 3 clusters Score -416559 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -416615.218750 Penalty: 2710.803223
	Iteration 6Q: 3 clusters Score -416615.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -416635.812500 Penalty: 2710.803223
	Iteration 7Q: 3 clusters Score -416635.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -416646.625000 Penalty: 2710.803223
	Iteration 8Q: 3 clusters Score -416646.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -416653.250000 Penalty: 2710.803223
	Iteration 9Q: 3 clusters Score -416653.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -416661.187500 Penalty: 2710.803223
	Iteration 10Q: 3 clusters Score -416661.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -416666.375000 Penalty: 2710.803223
	Iteration 11Q: 3 clusters Score -416666.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -416670.281250 Penalty: 2710.803223
	Iteration 12Q: 3 clusters Score -416670.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -416671.375000 Penalty: 2710.803223
	Iteration 13Q: 3 clusters Score -416671.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -416671.062500 Penalty: 2710.803223
	Iteration 14Q: 3 clusters Score -416671.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -416671.625000 Penalty: 2710.803223
	Iteration 15Q: 3 clusters Score -416671.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -416671.250000 Penalty: 2710.803223
	Iteration 16Q: 3 clusters Score -416671.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -416672.125000 Penalty: 2710.803223
	Iteration 17Q: 3 clusters Score -416672.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -416671.531250 Penalty: 2710.803223
	Iteration 18Q: 3 clusters Score -416671.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -416671.531250 Penalty: 2710.803223
	Iteration 19F: 3 clusters Score -416671.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Entering Unmasked Estep 
Score: -1382026.750000 Penalty: 1542.826172
	Iteration 0F: 2 clusters Score -1382027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1372749.375000 Penalty: 3085.652344
	Iteration 0F: 3 clusters Score -1372749 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1375927.625000 Penalty: 3085.652344
	Iteration 1F: 3 clusters Score -1375928 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1376258.000000 Penalty: 3085.652344
	Iteration 2F: 3 clusters Score -1376258 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1376593.875000 Penalty: 3085.652344
	Iteration 3F: 3 clusters Score -1376594 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1376972.625000 Penalty: 3085.652344
	Iteration 4F: 3 clusters Score -1376973 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1377462.125000 Penalty: 3085.652344
	Iteration 5F: 3 clusters Score -1377462 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1378018.500000 Penalty: 3085.652344
	Iteration 6F: 3 clusters Score -1378018 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1378620.125000 Penalty: 3085.652344
	Iteration 7F: 3 clusters Score -1378620 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1379172.750000 Penalty: 3085.652344
	Iteration 8F: 3 clusters Score -1379173 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1379618.750000 Penalty: 3085.652344
	Iteration 9Q: 3 clusters Score -1379619 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1379960.500000 Penalty: 3085.652344
	Iteration 10Q: 3 clusters Score -1379960 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1380201.875000 Penalty: 3085.652344
	Iteration 11Q: 3 clusters Score -1380202 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1380385.250000 Penalty: 3085.652344
	Iteration 12Q: 3 clusters Score -1380385 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1380529.250000 Penalty: 3085.652344
	Iteration 13Q: 3 clusters Score -1380529 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1380618.625000 Penalty: 3085.652344
	Iteration 14Q: 3 clusters Score -1380619 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1380705.750000 Penalty: 3085.652344
	Iteration 15Q: 3 clusters Score -1380706 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1380769.875000 Penalty: 3085.652344
	Iteration 16Q: 3 clusters Score -1380770 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1380828.625000 Penalty: 3085.652344
	Iteration 17Q: 3 clusters Score -1380829 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1380894.625000 Penalty: 3085.652344
	Iteration 18Q: 3 clusters Score -1380895 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1380929.750000 Penalty: 3085.652344
	Iteration 19Q: 3 clusters Score -1380930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1380949.125000 Penalty: 3085.652344
	Iteration 20F: 3 clusters Score -1380949 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1380962.000000 Penalty: 3085.652344
	Iteration 21Q: 3 clusters Score -1380962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1380967.875000 Penalty: 3085.652344
	Iteration 22Q: 3 clusters Score -1380968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1380971.375000 Penalty: 3085.652344
	Iteration 23Q: 3 clusters Score -1380971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1380974.750000 Penalty: 3085.652344
	Iteration 24Q: 3 clusters Score -1380975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1380978.500000 Penalty: 3085.652344
	Iteration 25Q: 3 clusters Score -1380978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1380982.500000 Penalty: 3085.652344
	Iteration 26Q: 3 clusters Score -1380982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1380988.500000 Penalty: 3085.652344
	Iteration 27Q: 3 clusters Score -1380988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1380987.750000 Penalty: 3085.652344
	Iteration 28Q: 3 clusters Score -1380988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1380989.250000 Penalty: 3085.652344
	Iteration 29Q: 3 clusters Score -1380989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1380990.500000 Penalty: 3085.652344
	Iteration 30Q: 3 clusters Score -1380990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1380993.750000 Penalty: 3085.652344
	Iteration 31Q: 3 clusters Score -1380994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1380994.125000 Penalty: 3085.652344
	Iteration 32Q: 3 clusters Score -1380994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1380999.375000 Penalty: 3085.652344
	Iteration 33Q: 3 clusters Score -1380999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1381003.875000 Penalty: 3085.652344
	Iteration 34Q: 3 clusters Score -1381004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1381009.000000 Penalty: 3085.652344
	Iteration 35Q: 3 clusters Score -1381009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1381010.250000 Penalty: 3085.652344
	Iteration 36Q: 3 clusters Score -1381010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1381010.625000 Penalty: 3085.652344
	Iteration 37Q: 3 clusters Score -1381011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1381014.625000 Penalty: 3085.652344
	Iteration 38Q: 3 clusters Score -1381015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1381012.625000 Penalty: 3085.652344
	Iteration 39Q: 3 clusters Score -1381013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1381014.625000 Penalty: 3085.652344
	Iteration 40F: 3 clusters Score -1381015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1381016.000000 Penalty: 3085.652344
	Iteration 41Q: 3 clusters Score -1381016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1381014.500000 Penalty: 3085.652344
	Iteration 42Q: 3 clusters Score -1381014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1381015.750000 Penalty: 3085.652344
	Iteration 43Q: 3 clusters Score -1381016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1381017.250000 Penalty: 3085.652344
	Iteration 44Q: 3 clusters Score -1381017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1381019.375000 Penalty: 3085.652344
	Iteration 45Q: 3 clusters Score -1381019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1381018.625000 Penalty: 3085.652344
	Iteration 46Q: 3 clusters Score -1381019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1381020.250000 Penalty: 3085.652344
	Iteration 47Q: 3 clusters Score -1381020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1381019.125000 Penalty: 3085.652344
	Iteration 48Q: 3 clusters Score -1381019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1381020.250000 Penalty: 3085.652344
	Iteration 49Q: 3 clusters Score -1381020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1381022.750000 Penalty: 3085.652344
	Iteration 50Q: 3 clusters Score -1381023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1381023.500000 Penalty: 3085.652344
	Iteration 51Q: 3 clusters Score -1381024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1381023.750000 Penalty: 3085.652344
	Iteration 52Q: 3 clusters Score -1381024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1381026.750000 Penalty: 3085.652344
	Iteration 53Q: 3 clusters Score -1381027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1381026.750000 Penalty: 3085.652344
	Iteration 54F: 3 clusters Score -1381027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 4 contains 10282 members 
Mstep: Class 5 contains 16322 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 39805 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 926 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 5709 members 
Mstep: Class 12 contains 26041 members 
Mstep: Class 13 contains 10415 members 
Mstep: Class 14 contains 2182 members 
Mstep: Class 15 contains 14218 members 
Mstep: Class 16 contains 5471 members 
Mstep: Class 17 contains 23954 members 
Mstep: Class 18 contains 133397 members 
Mstep: Class 19 contains 2437 members 
Mstep: Class 20 contains 31207 members 
Mstep: Class 21 contains 16028 members 
Mstep: Class 22 contains 3868 members 
Mstep: Class 23 contains 6288 members 
Mstep: Class 24 contains 24486 members 
Mstep: Class 25 contains 6014 members 
Mstep: Class 26 contains 173673 members 
Mstep: Class 27 contains 2309 members 
Mstep: Class 28 contains 38769 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 2214 members 
Mstep: Class 31 contains 2837 members 
Mstep: Class 32 contains 4192 members 
Mstep: Class 33 contains 13284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65947884.000000 Penalty: 73876.734375
Iteration 119Q: 35 clusters Score -6.594788e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 7205 members 
Mstep: Class 3 contains 7021 members 
Mstep: Class 4 contains 10185 members 
Mstep: Class 5 contains 16337 members 
Mstep: Class 6 contains 4867 members 
Mstep: Class 7 contains 39829 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 926 members 
Mstep: Class 10 contains 544 members 
Mstep: Class 11 contains 5675 members 
Mstep: Class 12 contains 26928 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 2196 members 
Mstep: Class 15 contains 14513 members 
Mstep: Class 16 contains 5458 members 
Mstep: Class 17 contains 23740 members 
Mstep: Class 18 contains 132869 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 31200 members 
Mstep: Class 21 contains 15998 members 
Mstep: Class 22 contains 3888 members 
Mstep: Class 23 contains 6175 members 
Mstep: Class 24 contains 24481 members 
Mstep: Class 25 contains 5926 members 
Mstep: Class 26 contains 173673 members 
Mstep: Class 27 contains 2807 members 
Mstep: Class 28 contains 38752 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2209 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 13266 members 
Mstep: Class 34 contains 1200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65949548.000000 Penalty: 73876.734375
Iteration 120F: 35 clusters Score -6.594955e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7195 members 
Mstep: Class 3 contains 6892 members 
Mstep: Class 4 contains 10116 members 
Mstep: Class 5 contains 16352 members 
Mstep: Class 6 contains 4863 members 
Mstep: Class 7 contains 39861 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 5644 members 
Mstep: Class 12 contains 27451 members 
Mstep: Class 13 contains 10420 members 
Mstep: Class 14 contains 2207 members 
Mstep: Class 15 contains 14769 members 
Mstep: Class 16 contains 5450 members 
Mstep: Class 17 contains 23535 members 
Mstep: Class 18 contains 132347 members 
Mstep: Class 19 contains 2450 members 
Mstep: Class 20 contains 31198 members 
Mstep: Class 21 contains 15957 members 
Mstep: Class 22 contains 3902 members 
Mstep: Class 23 contains 6090 members 
Mstep: Class 24 contains 24485 members 
Mstep: Class 25 contains 5861 members 
Mstep: Class 26 contains 173651 members 
Mstep: Class 27 contains 3133 members 
Mstep: Class 28 contains 38779 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2206 members 
Mstep: Class 31 contains 2846 members 
Mstep: Class 32 contains 4159 members 
Mstep: Class 33 contains 13248 members 
Mstep: Class 34 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65950132.000000 Penalty: 73876.734375
Iteration 121Q: 35 clusters Score -6.595013e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7203 members 
Mstep: Class 3 contains 6768 members 
Mstep: Class 4 contains 10054 members 
Mstep: Class 5 contains 16361 members 
Mstep: Class 6 contains 4855 members 
Mstep: Class 7 contains 39887 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 5627 members 
Mstep: Class 12 contains 27929 members 
Mstep: Class 13 contains 10421 members 
Mstep: Class 14 contains 2219 members 
Mstep: Class 15 contains 15000 members 
Mstep: Class 16 contains 5454 members 
Mstep: Class 17 contains 23359 members 
Mstep: Class 18 contains 131872 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 31195 members 
Mstep: Class 21 contains 15914 members 
Mstep: Class 22 contains 3905 members 
Mstep: Class 23 contains 6024 members 
Mstep: Class 24 contains 24459 members 
Mstep: Class 25 contains 5828 members 
Mstep: Class 26 contains 173608 members 
Mstep: Class 27 contains 3350 members 
Mstep: Class 28 contains 38866 members 
Mstep: Class 29 contains 1178 members 
Mstep: Class 30 contains 2204 members 
Mstep: Class 31 contains 2863 members 
Mstep: Class 32 contains 4140 members 
Mstep: Class 33 contains 13230 members 
Mstep: Class 34 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65950464.000000 Penalty: 73876.734375
Iteration 122Q: 35 clusters Score -6.595046e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7205 members 
Mstep: Class 3 contains 6670 members 
Mstep: Class 4 contains 9995 members 
Mstep: Class 5 contains 16385 members 
Mstep: Class 6 contains 4837 members 
Mstep: Class 7 contains 39924 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 28288 members 
Mstep: Class 13 contains 10422 members 
Mstep: Class 14 contains 2230 members 
Mstep: Class 15 contains 15219 members 
Mstep: Class 16 contains 5447 members 
Mstep: Class 17 contains 23194 members 
Mstep: Class 18 contains 131488 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 31193 members 
Mstep: Class 21 contains 15874 members 
Mstep: Class 22 contains 3910 members 
Mstep: Class 23 contains 5983 members 
Mstep: Class 24 contains 24443 members 
Mstep: Class 25 contains 5815 members 
Mstep: Class 26 contains 173572 members 
Mstep: Class 27 contains 3499 members 
Mstep: Class 28 contains 38969 members 
Mstep: Class 29 contains 1178 members 
Mstep: Class 30 contains 2203 members 
Mstep: Class 31 contains 2870 members 
Mstep: Class 32 contains 4133 members 
Mstep: Class 33 contains 13201 members 
Mstep: Class 34 contains 1323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65950776.000000 Penalty: 73876.734375
Iteration 123Q: 35 clusters Score -6.595078e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7207 members 
Mstep: Class 3 contains 6578 members 
Mstep: Class 4 contains 9951 members 
Mstep: Class 5 contains 16399 members 
Mstep: Class 6 contains 4822 members 
Mstep: Class 7 contains 39950 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 12 contains 28580 members 
Mstep: Class 13 contains 10429 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 15418 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 23065 members 
Mstep: Class 18 contains 131144 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 31204 members 
Mstep: Class 21 contains 15835 members 
Mstep: Class 22 contains 3899 members 
Mstep: Class 23 contains 5956 members 
Mstep: Class 24 contains 24434 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 173539 members 
Mstep: Class 27 contains 3606 members 
Mstep: Class 28 contains 39068 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2203 members 
Mstep: Class 31 contains 2881 members 
Mstep: Class 32 contains 4131 members 
Mstep: Class 33 contains 13186 members 
Mstep: Class 34 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951096.000000 Penalty: 73876.734375
Iteration 124Q: 35 clusters Score -6.59511e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7207 members 
Mstep: Class 3 contains 6512 members 
Mstep: Class 4 contains 9922 members 
Mstep: Class 5 contains 16417 members 
Mstep: Class 6 contains 4801 members 
Mstep: Class 7 contains 39968 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 5612 members 
Mstep: Class 12 contains 28853 members 
Mstep: Class 13 contains 10438 members 
Mstep: Class 14 contains 2265 members 
Mstep: Class 15 contains 15586 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 22962 members 
Mstep: Class 18 contains 130828 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 31209 members 
Mstep: Class 21 contains 15795 members 
Mstep: Class 22 contains 3896 members 
Mstep: Class 23 contains 5925 members 
Mstep: Class 24 contains 24427 members 
Mstep: Class 25 contains 5785 members 
Mstep: Class 26 contains 173507 members 
Mstep: Class 27 contains 3695 members 
Mstep: Class 28 contains 39151 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2205 members 
Mstep: Class 31 contains 2897 members 
Mstep: Class 32 contains 4130 members 
Mstep: Class 33 contains 13155 members 
Mstep: Class 34 contains 1340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951332.000000 Penalty: 73876.734375
Iteration 125Q: 35 clusters Score -6.595133e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7201 members 
Mstep: Class 3 contains 6449 members 
Mstep: Class 4 contains 9901 members 
Mstep: Class 5 contains 16438 members 
Mstep: Class 6 contains 4787 members 
Mstep: Class 7 contains 39986 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 525 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 29090 members 
Mstep: Class 13 contains 10446 members 
Mstep: Class 14 contains 2280 members 
Mstep: Class 15 contains 15720 members 
Mstep: Class 16 contains 5429 members 
Mstep: Class 17 contains 22882 members 
Mstep: Class 18 contains 130556 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 31212 members 
Mstep: Class 21 contains 15764 members 
Mstep: Class 22 contains 3903 members 
Mstep: Class 23 contains 5906 members 
Mstep: Class 24 contains 24430 members 
Mstep: Class 25 contains 5771 members 
Mstep: Class 26 contains 173487 members 
Mstep: Class 27 contains 3773 members 
Mstep: Class 28 contains 39208 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2203 members 
Mstep: Class 31 contains 2904 members 
Mstep: Class 32 contains 4128 members 
Mstep: Class 33 contains 13119 members 
Mstep: Class 34 contains 1342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951396.000000 Penalty: 73876.734375
Iteration 126Q: 35 clusters Score -6.59514e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7195 members 
Mstep: Class 3 contains 6390 members 
Mstep: Class 4 contains 9880 members 
Mstep: Class 5 contains 16469 members 
Mstep: Class 6 contains 4777 members 
Mstep: Class 7 contains 40008 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 29303 members 
Mstep: Class 13 contains 10451 members 
Mstep: Class 14 contains 2288 members 
Mstep: Class 15 contains 15822 members 
Mstep: Class 16 contains 5428 members 
Mstep: Class 17 contains 22813 members 
Mstep: Class 18 contains 130336 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 31213 members 
Mstep: Class 21 contains 15738 members 
Mstep: Class 22 contains 3909 members 
Mstep: Class 23 contains 5881 members 
Mstep: Class 24 contains 24427 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 173461 members 
Mstep: Class 27 contains 3839 members 
Mstep: Class 28 contains 39257 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2201 members 
Mstep: Class 31 contains 2913 members 
Mstep: Class 32 contains 4126 members 
Mstep: Class 33 contains 13090 members 
Mstep: Class 34 contains 1344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951464.000000 Penalty: 73876.734375
Iteration 127Q: 35 clusters Score -6.595146e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7190 members 
Mstep: Class 3 contains 6334 members 
Mstep: Class 4 contains 9854 members 
Mstep: Class 5 contains 16504 members 
Mstep: Class 6 contains 4767 members 
Mstep: Class 7 contains 40034 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 29460 members 
Mstep: Class 13 contains 10455 members 
Mstep: Class 14 contains 2292 members 
Mstep: Class 15 contains 15940 members 
Mstep: Class 16 contains 5410 members 
Mstep: Class 17 contains 22744 members 
Mstep: Class 18 contains 130159 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 31217 members 
Mstep: Class 21 contains 15710 members 
Mstep: Class 22 contains 3926 members 
Mstep: Class 23 contains 5861 members 
Mstep: Class 24 contains 24422 members 
Mstep: Class 25 contains 5757 members 
Mstep: Class 26 contains 173433 members 
Mstep: Class 27 contains 3893 members 
Mstep: Class 28 contains 39294 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2202 members 
Mstep: Class 31 contains 2920 members 
Mstep: Class 32 contains 4126 members 
Mstep: Class 33 contains 13077 members 
Mstep: Class 34 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951640.000000 Penalty: 73876.734375
Iteration 128Q: 35 clusters Score -6.595164e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7185 members 
Mstep: Class 3 contains 6295 members 
Mstep: Class 4 contains 9846 members 
Mstep: Class 5 contains 16549 members 
Mstep: Class 6 contains 4761 members 
Mstep: Class 7 contains 40050 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 521 members 
Mstep: Class 11 contains 5603 members 
Mstep: Class 12 contains 29573 members 
Mstep: Class 13 contains 10462 members 
Mstep: Class 14 contains 2302 members 
Mstep: Class 15 contains 16064 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 22690 members 
Mstep: Class 18 contains 129984 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 31217 members 
Mstep: Class 21 contains 15686 members 
Mstep: Class 22 contains 3936 members 
Mstep: Class 23 contains 5846 members 
Mstep: Class 24 contains 24417 members 
Mstep: Class 25 contains 5759 members 
Mstep: Class 26 contains 173401 members 
Mstep: Class 27 contains 3924 members 
Mstep: Class 28 contains 39336 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2202 members 
Mstep: Class 31 contains 2925 members 
Mstep: Class 32 contains 4126 members 
Mstep: Class 33 contains 13050 members 
Mstep: Class 34 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951752.000000 Penalty: 73876.734375
Iteration 129Q: 35 clusters Score -6.595175e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7184 members 
Mstep: Class 3 contains 6251 members 
Mstep: Class 4 contains 9832 members 
Mstep: Class 5 contains 16590 members 
Mstep: Class 6 contains 4755 members 
Mstep: Class 7 contains 40070 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 521 members 
Mstep: Class 11 contains 5601 members 
Mstep: Class 12 contains 29692 members 
Mstep: Class 13 contains 10469 members 
Mstep: Class 14 contains 2312 members 
Mstep: Class 15 contains 16159 members 
Mstep: Class 16 contains 5390 members 
Mstep: Class 17 contains 22655 members 
Mstep: Class 18 contains 129832 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 31220 members 
Mstep: Class 21 contains 15668 members 
Mstep: Class 22 contains 3950 members 
Mstep: Class 23 contains 5830 members 
Mstep: Class 24 contains 24409 members 
Mstep: Class 25 contains 5756 members 
Mstep: Class 26 contains 173366 members 
Mstep: Class 27 contains 3951 members 
Mstep: Class 28 contains 39367 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2202 members 
Mstep: Class 31 contains 2926 members 
Mstep: Class 32 contains 4126 members 
Mstep: Class 33 contains 13023 members 
Mstep: Class 34 contains 1342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951824.000000 Penalty: 73876.734375
Iteration 130Q: 35 clusters Score -6.595182e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7185 members 
Mstep: Class 3 contains 6221 members 
Mstep: Class 4 contains 9823 members 
Mstep: Class 5 contains 16618 members 
Mstep: Class 6 contains 4750 members 
Mstep: Class 7 contains 40079 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 5603 members 
Mstep: Class 12 contains 29789 members 
Mstep: Class 13 contains 10474 members 
Mstep: Class 14 contains 2323 members 
Mstep: Class 15 contains 16233 members 
Mstep: Class 16 contains 5378 members 
Mstep: Class 17 contains 22633 members 
Mstep: Class 18 contains 129694 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 31216 members 
Mstep: Class 21 contains 15649 members 
Mstep: Class 22 contains 3959 members 
Mstep: Class 23 contains 5820 members 
Mstep: Class 24 contains 24409 members 
Mstep: Class 25 contains 5762 members 
Mstep: Class 26 contains 173345 members 
Mstep: Class 27 contains 3965 members 
Mstep: Class 28 contains 39399 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2202 members 
Mstep: Class 31 contains 2927 members 
Mstep: Class 32 contains 4126 members 
Mstep: Class 33 contains 13004 members 
Mstep: Class 34 contains 1344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951784.000000 Penalty: 73876.734375
Iteration 131Q: 35 clusters Score -6.595178e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7191 members 
Mstep: Class 3 contains 6191 members 
Mstep: Class 4 contains 9815 members 
Mstep: Class 5 contains 16646 members 
Mstep: Class 6 contains 4751 members 
Mstep: Class 7 contains 40095 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 29868 members 
Mstep: Class 13 contains 10475 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 16307 members 
Mstep: Class 16 contains 5363 members 
Mstep: Class 17 contains 22603 members 
Mstep: Class 18 contains 129575 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 31221 members 
Mstep: Class 21 contains 15631 members 
Mstep: Class 22 contains 3970 members 
Mstep: Class 23 contains 5804 members 
Mstep: Class 24 contains 24401 members 
Mstep: Class 25 contains 5770 members 
Mstep: Class 26 contains 173321 members 
Mstep: Class 27 contains 3971 members 
Mstep: Class 28 contains 39430 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2203 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 4126 members 
Mstep: Class 33 contains 12988 members 
Mstep: Class 34 contains 1345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951692.000000 Penalty: 73876.734375
Iteration 132Q: 35 clusters Score -6.595169e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7195 members 
Mstep: Class 3 contains 6173 members 
Mstep: Class 4 contains 9807 members 
Mstep: Class 5 contains 16671 members 
Mstep: Class 6 contains 4750 members 
Mstep: Class 7 contains 40101 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 5607 members 
Mstep: Class 12 contains 29925 members 
Mstep: Class 13 contains 10481 members 
Mstep: Class 14 contains 2343 members 
Mstep: Class 15 contains 16385 members 
Mstep: Class 16 contains 5352 members 
Mstep: Class 17 contains 22574 members 
Mstep: Class 18 contains 129461 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 31225 members 
Mstep: Class 21 contains 15612 members 
Mstep: Class 22 contains 3984 members 
Mstep: Class 23 contains 5794 members 
Mstep: Class 24 contains 24403 members 
Mstep: Class 25 contains 5775 members 
Mstep: Class 26 contains 173312 members 
Mstep: Class 27 contains 3981 members 
Mstep: Class 28 contains 39443 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2202 members 
Mstep: Class 31 contains 2934 members 
Mstep: Class 32 contains 4125 members 
Mstep: Class 33 contains 12969 members 
Mstep: Class 34 contains 1346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951848.000000 Penalty: 73876.734375
Iteration 133Q: 35 clusters Score -6.595185e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7202 members 
Mstep: Class 3 contains 6151 members 
Mstep: Class 4 contains 9800 members 
Mstep: Class 5 contains 16694 members 
Mstep: Class 6 contains 4744 members 
Mstep: Class 7 contains 40102 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 5607 members 
Mstep: Class 12 contains 29991 members 
Mstep: Class 13 contains 10484 members 
Mstep: Class 14 contains 2352 members 
Mstep: Class 15 contains 16438 members 
Mstep: Class 16 contains 5340 members 
Mstep: Class 17 contains 22550 members 
Mstep: Class 18 contains 129374 members 
Mstep: Class 19 contains 2442 members 
Mstep: Class 20 contains 31225 members 
Mstep: Class 21 contains 15598 members 
Mstep: Class 22 contains 4004 members 
Mstep: Class 23 contains 5780 members 
Mstep: Class 24 contains 24405 members 
Mstep: Class 25 contains 5780 members 
Mstep: Class 26 contains 173303 members 
Mstep: Class 27 contains 3989 members 
Mstep: Class 28 contains 39458 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2202 members 
Mstep: Class 31 contains 2936 members 
Mstep: Class 32 contains 4125 members 
Mstep: Class 33 contains 12953 members 
Mstep: Class 34 contains 1346 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 35 clusters Score -6.5952e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7199 members 
Mstep: Class 3 contains 6136 members 
Mstep: Class 4 contains 9796 members 
Mstep: Class 5 contains 16727 members 
Mstep: Class 6 contains 4741 members 
Mstep: Class 7 contains 40110 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 5608 members 
Mstep: Class 12 contains 30042 members 
Mstep: Class 13 contains 10484 members 
Mstep: Class 14 contains 2358 members 
Mstep: Class 15 contains 16473 members 
Mstep: Class 16 contains 5325 members 
Mstep: Class 17 contains 22535 members 
Mstep: Class 18 contains 129304 members 
Mstep: Class 19 contains 2443 members 
Mstep: Class 20 contains 31227 members 
Mstep: Class 21 contains 15581 members 
Mstep: Class 22 contains 4030 members 
Mstep: Class 23 contains 5757 members 
Mstep: Class 24 contains 24407 members 
Mstep: Class 25 contains 5785 members 
Mstep: Class 26 contains 173290 members 
Mstep: Class 27 contains 3999 members 
Mstep: Class 28 contains 39471 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2201 members 
Mstep: Class 31 contains 2938 members 
Mstep: Class 32 contains 4123 members 
Mstep: Class 33 contains 12938 members 
Mstep: Class 34 contains 1346 members 
Entering Unmasked Estep 
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Iteration 135Q: 35 clusters Score -6.595208e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7207 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 9791 members 
Mstep: Class 5 contains 16762 members 
Mstep: Class 6 contains 4739 members 
Mstep: Class 7 contains 40111 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 5608 members 
Mstep: Class 12 contains 30095 members 
Mstep: Class 13 contains 10488 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 16503 members 
Mstep: Class 16 contains 5297 members 
Mstep: Class 17 contains 22519 members 
Mstep: Class 18 contains 129239 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 31229 members 
Mstep: Class 21 contains 15564 members 
Mstep: Class 22 contains 4044 members 
Mstep: Class 23 contains 5733 members 
Mstep: Class 24 contains 24405 members 
Mstep: Class 25 contains 5797 members 
Mstep: Class 26 contains 173274 members 
Mstep: Class 27 contains 4008 members 
Mstep: Class 28 contains 39497 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2200 members 
Mstep: Class 31 contains 2940 members 
Mstep: Class 32 contains 4123 members 
Mstep: Class 33 contains 12928 members 
Mstep: Class 34 contains 1344 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 35 clusters Score -6.595215e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7204 members 
Mstep: Class 3 contains 6105 members 
Mstep: Class 4 contains 9787 members 
Mstep: Class 5 contains 16795 members 
Mstep: Class 6 contains 4735 members 
Mstep: Class 7 contains 40116 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 923 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 5608 members 
Mstep: Class 12 contains 30138 members 
Mstep: Class 13 contains 10492 members 
Mstep: Class 14 contains 2376 members 
Mstep: Class 15 contains 16532 members 
Mstep: Class 16 contains 5275 members 
Mstep: Class 17 contains 22508 members 
Mstep: Class 18 contains 129180 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 31230 members 
Mstep: Class 21 contains 15549 members 
Mstep: Class 22 contains 4050 members 
Mstep: Class 23 contains 5715 members 
Mstep: Class 24 contains 24404 members 
Mstep: Class 25 contains 5811 members 
Mstep: Class 26 contains 173255 members 
Mstep: Class 27 contains 4013 members 
Mstep: Class 28 contains 39522 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2200 members 
Mstep: Class 31 contains 2943 members 
Mstep: Class 32 contains 4123 members 
Mstep: Class 33 contains 12921 members 
Mstep: Class 34 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951952.000000 Penalty: 73876.734375
Iteration 137Q: 35 clusters Score -6.595195e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7202 members 
Mstep: Class 3 contains 6093 members 
Mstep: Class 4 contains 9782 members 
Mstep: Class 5 contains 16823 members 
Mstep: Class 6 contains 4732 members 
Mstep: Class 7 contains 40117 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 923 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 30179 members 
Mstep: Class 13 contains 10500 members 
Mstep: Class 14 contains 2387 members 
Mstep: Class 15 contains 16548 members 
Mstep: Class 16 contains 5255 members 
Mstep: Class 17 contains 22507 members 
Mstep: Class 18 contains 129132 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 31234 members 
Mstep: Class 21 contains 15532 members 
Mstep: Class 22 contains 4054 members 
Mstep: Class 23 contains 5700 members 
Mstep: Class 24 contains 24409 members 
Mstep: Class 25 contains 5816 members 
Mstep: Class 26 contains 173237 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 39543 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2200 members 
Mstep: Class 31 contains 2945 members 
Mstep: Class 32 contains 4123 members 
Mstep: Class 33 contains 12909 members 
Mstep: Class 34 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951908.000000 Penalty: 73876.734375
Iteration 138Q: 35 clusters Score -6.595191e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7203 members 
Mstep: Class 3 contains 6084 members 
Mstep: Class 4 contains 9780 members 
Mstep: Class 5 contains 16849 members 
Mstep: Class 6 contains 4728 members 
Mstep: Class 7 contains 40130 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 923 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 30218 members 
Mstep: Class 13 contains 10508 members 
Mstep: Class 14 contains 2401 members 
Mstep: Class 15 contains 16559 members 
Mstep: Class 16 contains 5235 members 
Mstep: Class 17 contains 22512 members 
Mstep: Class 18 contains 129094 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 31229 members 
Mstep: Class 21 contains 15507 members 
Mstep: Class 22 contains 4052 members 
Mstep: Class 23 contains 5686 members 
Mstep: Class 24 contains 24409 members 
Mstep: Class 25 contains 5822 members 
Mstep: Class 26 contains 173231 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 39557 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2201 members 
Mstep: Class 31 contains 2944 members 
Mstep: Class 32 contains 4124 members 
Mstep: Class 33 contains 12889 members 
Mstep: Class 34 contains 1341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951820.000000 Penalty: 73876.734375
Iteration 139Q: 35 clusters Score -6.595182e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7206 members 
Mstep: Class 3 contains 6078 members 
Mstep: Class 4 contains 9781 members 
Mstep: Class 5 contains 16880 members 
Mstep: Class 6 contains 4727 members 
Mstep: Class 7 contains 40149 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 923 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5606 members 
Mstep: Class 12 contains 30254 members 
Mstep: Class 13 contains 10513 members 
Mstep: Class 14 contains 2411 members 
Mstep: Class 15 contains 16574 members 
Mstep: Class 16 contains 5214 members 
Mstep: Class 17 contains 22503 members 
Mstep: Class 18 contains 129056 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 31228 members 
Mstep: Class 21 contains 15480 members 
Mstep: Class 22 contains 4054 members 
Mstep: Class 23 contains 5670 members 
Mstep: Class 24 contains 24411 members 
Mstep: Class 25 contains 5832 members 
Mstep: Class 26 contains 173222 members 
Mstep: Class 27 contains 4036 members 
Mstep: Class 28 contains 39566 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2200 members 
Mstep: Class 31 contains 2944 members 
Mstep: Class 32 contains 4123 members 
Mstep: Class 33 contains 12870 members 
Mstep: Class 34 contains 1341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951840.000000 Penalty: 73876.734375
Iteration 140F: 35 clusters Score -6.595184e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7210 members 
Mstep: Class 3 contains 6074 members 
Mstep: Class 4 contains 9784 members 
Mstep: Class 5 contains 16901 members 
Mstep: Class 6 contains 4728 members 
Mstep: Class 7 contains 40160 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 923 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30281 members 
Mstep: Class 13 contains 10515 members 
Mstep: Class 14 contains 2419 members 
Mstep: Class 15 contains 16583 members 
Mstep: Class 16 contains 5211 members 
Mstep: Class 17 contains 22491 members 
Mstep: Class 18 contains 129031 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 31230 members 
Mstep: Class 21 contains 15462 members 
Mstep: Class 22 contains 4059 members 
Mstep: Class 23 contains 5655 members 
Mstep: Class 24 contains 24412 members 
Mstep: Class 25 contains 5839 members 
Mstep: Class 26 contains 173212 members 
Mstep: Class 27 contains 4041 members 
Mstep: Class 28 contains 39565 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2200 members 
Mstep: Class 31 contains 2944 members 
Mstep: Class 32 contains 4123 members 
Mstep: Class 33 contains 12855 members 
Mstep: Class 34 contains 1339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951960.000000 Penalty: 73876.734375
Iteration 141Q: 35 clusters Score -6.595196e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7210 members 
Mstep: Class 3 contains 6069 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 16913 members 
Mstep: Class 6 contains 4729 members 
Mstep: Class 7 contains 40171 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 923 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5604 members 
Mstep: Class 12 contains 30308 members 
Mstep: Class 13 contains 10515 members 
Mstep: Class 14 contains 2435 members 
Mstep: Class 15 contains 16591 members 
Mstep: Class 16 contains 5209 members 
Mstep: Class 17 contains 22482 members 
Mstep: Class 18 contains 129002 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 31230 members 
Mstep: Class 21 contains 15450 members 
Mstep: Class 22 contains 4060 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 24415 members 
Mstep: Class 25 contains 5848 members 
Mstep: Class 26 contains 173203 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 39564 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2200 members 
Mstep: Class 31 contains 2944 members 
Mstep: Class 32 contains 4123 members 
Mstep: Class 33 contains 12843 members 
Mstep: Class 34 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952024.000000 Penalty: 73876.734375
Iteration 142Q: 35 clusters Score -6.595202e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7216 members 
Mstep: Class 3 contains 6064 members 
Mstep: Class 4 contains 9782 members 
Mstep: Class 5 contains 16922 members 
Mstep: Class 6 contains 4726 members 
Mstep: Class 7 contains 40187 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 923 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 30334 members 
Mstep: Class 13 contains 10518 members 
Mstep: Class 14 contains 2442 members 
Mstep: Class 15 contains 16604 members 
Mstep: Class 16 contains 5209 members 
Mstep: Class 17 contains 22473 members 
Mstep: Class 18 contains 128980 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 31231 members 
Mstep: Class 21 contains 15435 members 
Mstep: Class 22 contains 4063 members 
Mstep: Class 23 contains 5625 members 
Mstep: Class 24 contains 24413 members 
Mstep: Class 25 contains 5864 members 
Mstep: Class 26 contains 173194 members 
Mstep: Class 27 contains 4052 members 
Mstep: Class 28 contains 39570 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2199 members 
Mstep: Class 31 contains 2945 members 
Mstep: Class 32 contains 4122 members 
Mstep: Class 33 contains 12827 members 
Mstep: Class 34 contains 1331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951888.000000 Penalty: 73876.734375
Iteration 143Q: 35 clusters Score -6.595189e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7225 members 
Mstep: Class 3 contains 6054 members 
Mstep: Class 4 contains 9781 members 
Mstep: Class 5 contains 16930 members 
Mstep: Class 6 contains 4724 members 
Mstep: Class 7 contains 40198 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 923 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 30357 members 
Mstep: Class 13 contains 10523 members 
Mstep: Class 14 contains 2450 members 
Mstep: Class 15 contains 16610 members 
Mstep: Class 16 contains 5207 members 
Mstep: Class 17 contains 22473 members 
Mstep: Class 18 contains 128962 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 31231 members 
Mstep: Class 21 contains 15424 members 
Mstep: Class 22 contains 4059 members 
Mstep: Class 23 contains 5613 members 
Mstep: Class 24 contains 24410 members 
Mstep: Class 25 contains 5878 members 
Mstep: Class 26 contains 173192 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 39575 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2199 members 
Mstep: Class 31 contains 2945 members 
Mstep: Class 32 contains 4122 members 
Mstep: Class 33 contains 12809 members 
Mstep: Class 34 contains 1327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951940.000000 Penalty: 73876.734375
Iteration 144Q: 35 clusters Score -6.595194e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7232 members 
Mstep: Class 3 contains 6042 members 
Mstep: Class 4 contains 9785 members 
Mstep: Class 5 contains 16935 members 
Mstep: Class 6 contains 4723 members 
Mstep: Class 7 contains 40205 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 923 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 30376 members 
Mstep: Class 13 contains 10523 members 
Mstep: Class 14 contains 2459 members 
Mstep: Class 15 contains 16621 members 
Mstep: Class 16 contains 5208 members 
Mstep: Class 17 contains 22469 members 
Mstep: Class 18 contains 128947 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 31229 members 
Mstep: Class 21 contains 15420 members 
Mstep: Class 22 contains 4056 members 
Mstep: Class 23 contains 5595 members 
Mstep: Class 24 contains 24410 members 
Mstep: Class 25 contains 5891 members 
Mstep: Class 26 contains 173190 members 
Mstep: Class 27 contains 4045 members 
Mstep: Class 28 contains 39582 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2199 members 
Mstep: Class 31 contains 2945 members 
Mstep: Class 32 contains 4122 members 
Mstep: Class 33 contains 12791 members 
Mstep: Class 34 contains 1328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951904.000000 Penalty: 73876.734375
Iteration 145Q: 35 clusters Score -6.59519e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7240 members 
Mstep: Class 3 contains 6033 members 
Mstep: Class 4 contains 9786 members 
Mstep: Class 5 contains 16943 members 
Mstep: Class 6 contains 4722 members 
Mstep: Class 7 contains 40219 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 923 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 30392 members 
Mstep: Class 13 contains 10523 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 16632 members 
Mstep: Class 16 contains 5209 members 
Mstep: Class 17 contains 22463 members 
Mstep: Class 18 contains 128935 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 31227 members 
Mstep: Class 21 contains 15410 members 
Mstep: Class 22 contains 4052 members 
Mstep: Class 23 contains 5584 members 
Mstep: Class 24 contains 24409 members 
Mstep: Class 25 contains 5898 members 
Mstep: Class 26 contains 173184 members 
Mstep: Class 27 contains 4047 members 
Mstep: Class 28 contains 39586 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2197 members 
Mstep: Class 31 contains 2945 members 
Mstep: Class 32 contains 4122 members 
Mstep: Class 33 contains 12778 members 
Mstep: Class 34 contains 1327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951900.000000 Penalty: 73876.734375
Iteration 146Q: 35 clusters Score -6.59519e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7241 members 
Mstep: Class 3 contains 6019 members 
Mstep: Class 4 contains 9785 members 
Mstep: Class 5 contains 16949 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40231 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 30413 members 
Mstep: Class 13 contains 10527 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 15 contains 16648 members 
Mstep: Class 16 contains 5210 members 
Mstep: Class 17 contains 22461 members 
Mstep: Class 18 contains 128923 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 31228 members 
Mstep: Class 21 contains 15396 members 
Mstep: Class 22 contains 4052 members 
Mstep: Class 23 contains 5575 members 
Mstep: Class 24 contains 24405 members 
Mstep: Class 25 contains 5904 members 
Mstep: Class 26 contains 173179 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 39583 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2945 members 
Mstep: Class 32 contains 4122 members 
Mstep: Class 33 contains 12768 members 
Mstep: Class 34 contains 1326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951944.000000 Penalty: 73876.734375
Iteration 147Q: 35 clusters Score -6.595194e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7247 members 
Mstep: Class 3 contains 6002 members 
Mstep: Class 4 contains 9784 members 
Mstep: Class 5 contains 16961 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40236 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 30433 members 
Mstep: Class 13 contains 10530 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 16657 members 
Mstep: Class 16 contains 5209 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128913 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 31227 members 
Mstep: Class 21 contains 15379 members 
Mstep: Class 22 contains 4051 members 
Mstep: Class 23 contains 5563 members 
Mstep: Class 24 contains 24405 members 
Mstep: Class 25 contains 5910 members 
Mstep: Class 26 contains 173173 members 
Mstep: Class 27 contains 4058 members 
Mstep: Class 28 contains 39584 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2193 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4121 members 
Mstep: Class 33 contains 12762 members 
Mstep: Class 34 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951996.000000 Penalty: 73876.734375
Iteration 148Q: 35 clusters Score -6.5952e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5987 members 
Mstep: Class 4 contains 9782 members 
Mstep: Class 5 contains 16968 members 
Mstep: Class 6 contains 4720 members 
Mstep: Class 7 contains 40253 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5601 members 
Mstep: Class 12 contains 30455 members 
Mstep: Class 13 contains 10532 members 
Mstep: Class 14 contains 2483 members 
Mstep: Class 15 contains 16668 members 
Mstep: Class 16 contains 5206 members 
Mstep: Class 17 contains 22461 members 
Mstep: Class 18 contains 128897 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 31228 members 
Mstep: Class 21 contains 15361 members 
Mstep: Class 22 contains 4053 members 
Mstep: Class 23 contains 5551 members 
Mstep: Class 24 contains 24403 members 
Mstep: Class 25 contains 5915 members 
Mstep: Class 26 contains 173166 members 
Mstep: Class 27 contains 4065 members 
Mstep: Class 28 contains 39590 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2193 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4121 members 
Mstep: Class 33 contains 12754 members 
Mstep: Class 34 contains 1322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952024.000000 Penalty: 73876.734375
Iteration 149Q: 35 clusters Score -6.595202e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5974 members 
Mstep: Class 4 contains 9781 members 
Mstep: Class 5 contains 16975 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40270 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5601 members 
Mstep: Class 12 contains 30476 members 
Mstep: Class 13 contains 10533 members 
Mstep: Class 14 contains 2486 members 
Mstep: Class 15 contains 16670 members 
Mstep: Class 16 contains 5206 members 
Mstep: Class 17 contains 22457 members 
Mstep: Class 18 contains 128891 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 31227 members 
Mstep: Class 21 contains 15345 members 
Mstep: Class 22 contains 4053 members 
Mstep: Class 23 contains 5544 members 
Mstep: Class 24 contains 24401 members 
Mstep: Class 25 contains 5920 members 
Mstep: Class 26 contains 173163 members 
Mstep: Class 27 contains 4066 members 
Mstep: Class 28 contains 39588 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2193 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4121 members 
Mstep: Class 33 contains 12750 members 
Mstep: Class 34 contains 1320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952012.000000 Penalty: 73876.734375
Iteration 150Q: 35 clusters Score -6.595201e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7255 members 
Mstep: Class 3 contains 5968 members 
Mstep: Class 4 contains 9779 members 
Mstep: Class 5 contains 16984 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40288 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5601 members 
Mstep: Class 12 contains 30492 members 
Mstep: Class 13 contains 10533 members 
Mstep: Class 14 contains 2489 members 
Mstep: Class 15 contains 16679 members 
Mstep: Class 16 contains 5206 members 
Mstep: Class 17 contains 22454 members 
Mstep: Class 18 contains 128880 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 31226 members 
Mstep: Class 21 contains 15326 members 
Mstep: Class 22 contains 4049 members 
Mstep: Class 23 contains 5539 members 
Mstep: Class 24 contains 24400 members 
Mstep: Class 25 contains 5923 members 
Mstep: Class 26 contains 173158 members 
Mstep: Class 27 contains 4067 members 
Mstep: Class 28 contains 39584 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2193 members 
Mstep: Class 31 contains 2947 members 
Mstep: Class 32 contains 4119 members 
Mstep: Class 33 contains 12746 members 
Mstep: Class 34 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952012.000000 Penalty: 73876.734375
Iteration 151Q: 35 clusters Score -6.595201e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7254 members 
Mstep: Class 3 contains 5961 members 
Mstep: Class 4 contains 9779 members 
Mstep: Class 5 contains 16990 members 
Mstep: Class 6 contains 4720 members 
Mstep: Class 7 contains 40311 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5601 members 
Mstep: Class 12 contains 30506 members 
Mstep: Class 13 contains 10531 members 
Mstep: Class 14 contains 2490 members 
Mstep: Class 15 contains 16690 members 
Mstep: Class 16 contains 5210 members 
Mstep: Class 17 contains 22454 members 
Mstep: Class 18 contains 128869 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 31225 members 
Mstep: Class 21 contains 15299 members 
Mstep: Class 22 contains 4050 members 
Mstep: Class 23 contains 5532 members 
Mstep: Class 24 contains 24401 members 
Mstep: Class 25 contains 5926 members 
Mstep: Class 26 contains 173151 members 
Mstep: Class 27 contains 4067 members 
Mstep: Class 28 contains 39581 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2192 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 4119 members 
Mstep: Class 33 contains 12749 members 
Mstep: Class 34 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951996.000000 Penalty: 73876.734375
Iteration 152Q: 35 clusters Score -6.5952e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7255 members 
Mstep: Class 3 contains 5958 members 
Mstep: Class 4 contains 9778 members 
Mstep: Class 5 contains 16996 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40323 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5601 members 
Mstep: Class 12 contains 30514 members 
Mstep: Class 13 contains 10536 members 
Mstep: Class 14 contains 2492 members 
Mstep: Class 15 contains 16700 members 
Mstep: Class 16 contains 5210 members 
Mstep: Class 17 contains 22452 members 
Mstep: Class 18 contains 128858 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 31225 members 
Mstep: Class 21 contains 15280 members 
Mstep: Class 22 contains 4049 members 
Mstep: Class 23 contains 5522 members 
Mstep: Class 24 contains 24403 members 
Mstep: Class 25 contains 5935 members 
Mstep: Class 26 contains 173148 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 39575 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2191 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 4119 members 
Mstep: Class 33 contains 12747 members 
Mstep: Class 34 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65951984.000000 Penalty: 73876.734375
Iteration 153Q: 35 clusters Score -6.595198e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7255 members 
Mstep: Class 3 contains 5955 members 
Mstep: Class 4 contains 9780 members 
Mstep: Class 5 contains 17005 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40343 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5601 members 
Mstep: Class 12 contains 30523 members 
Mstep: Class 13 contains 10540 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 16706 members 
Mstep: Class 16 contains 5209 members 
Mstep: Class 17 contains 22448 members 
Mstep: Class 18 contains 128853 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 31225 members 
Mstep: Class 21 contains 15252 members 
Mstep: Class 22 contains 4051 members 
Mstep: Class 23 contains 5508 members 
Mstep: Class 24 contains 24404 members 
Mstep: Class 25 contains 5945 members 
Mstep: Class 26 contains 173144 members 
Mstep: Class 27 contains 4073 members 
Mstep: Class 28 contains 39570 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2191 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 4119 members 
Mstep: Class 33 contains 12746 members 
Mstep: Class 34 contains 1319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952036.000000 Penalty: 73876.734375
Iteration 154Q: 35 clusters Score -6.595204e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7257 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 9780 members 
Mstep: Class 5 contains 17008 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40354 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5601 members 
Mstep: Class 12 contains 30528 members 
Mstep: Class 13 contains 10546 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 16715 members 
Mstep: Class 16 contains 5207 members 
Mstep: Class 17 contains 22450 members 
Mstep: Class 18 contains 128845 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 31229 members 
Mstep: Class 21 contains 15227 members 
Mstep: Class 22 contains 4051 members 
Mstep: Class 23 contains 5497 members 
Mstep: Class 24 contains 24402 members 
Mstep: Class 25 contains 5954 members 
Mstep: Class 26 contains 173140 members 
Mstep: Class 27 contains 4075 members 
Mstep: Class 28 contains 39572 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2191 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 4119 members 
Mstep: Class 33 contains 12746 members 
Mstep: Class 34 contains 1318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952056.000000 Penalty: 73876.734375
Iteration 155Q: 35 clusters Score -6.595206e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7258 members 
Mstep: Class 3 contains 5954 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 17014 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40371 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5601 members 
Mstep: Class 12 contains 30528 members 
Mstep: Class 13 contains 10549 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 16722 members 
Mstep: Class 16 contains 5207 members 
Mstep: Class 17 contains 22450 members 
Mstep: Class 18 contains 128840 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 31229 members 
Mstep: Class 21 contains 15203 members 
Mstep: Class 22 contains 4052 members 
Mstep: Class 23 contains 5488 members 
Mstep: Class 24 contains 24404 members 
Mstep: Class 25 contains 5961 members 
Mstep: Class 26 contains 173134 members 
Mstep: Class 27 contains 4075 members 
Mstep: Class 28 contains 39570 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2191 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 4119 members 
Mstep: Class 33 contains 12744 members 
Mstep: Class 34 contains 1318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952092.000000 Penalty: 73876.734375
Iteration 156Q: 35 clusters Score -6.595209e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7258 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 17019 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40381 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5601 members 
Mstep: Class 12 contains 30530 members 
Mstep: Class 13 contains 10549 members 
Mstep: Class 14 contains 2495 members 
Mstep: Class 15 contains 16729 members 
Mstep: Class 16 contains 5207 members 
Mstep: Class 17 contains 22450 members 
Mstep: Class 18 contains 128834 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 31231 members 
Mstep: Class 21 contains 15185 members 
Mstep: Class 22 contains 4052 members 
Mstep: Class 23 contains 5478 members 
Mstep: Class 24 contains 24408 members 
Mstep: Class 25 contains 5970 members 
Mstep: Class 26 contains 173129 members 
Mstep: Class 27 contains 4075 members 
Mstep: Class 28 contains 39572 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2191 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 4119 members 
Mstep: Class 33 contains 12742 members 
Mstep: Class 34 contains 1318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952072.000000 Penalty: 73876.734375
Iteration 157Q: 35 clusters Score -6.595207e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7256 members 
Mstep: Class 3 contains 5951 members 
Mstep: Class 4 contains 9785 members 
Mstep: Class 5 contains 17020 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40394 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5601 members 
Mstep: Class 12 contains 30532 members 
Mstep: Class 13 contains 10549 members 
Mstep: Class 14 contains 2496 members 
Mstep: Class 15 contains 16733 members 
Mstep: Class 16 contains 5208 members 
Mstep: Class 17 contains 22452 members 
Mstep: Class 18 contains 128830 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 31232 members 
Mstep: Class 21 contains 15161 members 
Mstep: Class 22 contains 4052 members 
Mstep: Class 23 contains 5468 members 
Mstep: Class 24 contains 24411 members 
Mstep: Class 25 contains 5975 members 
Mstep: Class 26 contains 173128 members 
Mstep: Class 27 contains 4076 members 
Mstep: Class 28 contains 39579 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2191 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12742 members 
Mstep: Class 34 contains 1319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952036.000000 Penalty: 73876.734375
Iteration 158Q: 35 clusters Score -6.595204e+07 nChanged 67
Entering ConstructFrom: 
Score: -65952036.000000 Penalty: 73876.734375
Entering ConstructFrom: 
Trying to split cluster 1 (2005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Entering Unmasked Estep 
Score: -196154.781250 Penalty: 1235.552368
	Iteration 0F: 2 clusters Score -196154.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -194039.500000 Penalty: 2471.104736
	Iteration 0F: 3 clusters Score -194039.5 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -194689.078125 Penalty: 2471.104736
	Iteration 1F: 3 clusters Score -194689.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -195023.062500 Penalty: 2471.104736
	Iteration 2F: 3 clusters Score -195023.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -195263.437500 Penalty: 2471.104736
	Iteration 3F: 3 clusters Score -195263.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -195392.843750 Penalty: 2471.104736
	Iteration 4F: 3 clusters Score -195392.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -195447.390625 Penalty: 2471.104736
	Iteration 5Q: 3 clusters Score -195447.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -195477.625000 Penalty: 2471.104736
	Iteration 6Q: 3 clusters Score -195477.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -195494.437500 Penalty: 2471.104736
	Iteration 7Q: 3 clusters Score -195494.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -195507.390625 Penalty: 2471.104736
	Iteration 8Q: 3 clusters Score -195507.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -195516.187500 Penalty: 2471.104736
	Iteration 9Q: 3 clusters Score -195516.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -195525.906250 Penalty: 2471.104736
	Iteration 10Q: 3 clusters Score -195525.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -195533.687500 Penalty: 2471.104736
	Iteration 11Q: 3 clusters Score -195533.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -195541.250000 Penalty: 2471.104736
	Iteration 12Q: 3 clusters Score -195541.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -195546.765625 Penalty: 2471.104736
	Iteration 13Q: 3 clusters Score -195546.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -195549.171875 Penalty: 2471.104736
	Iteration 14Q: 3 clusters Score -195549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -195549.875000 Penalty: 2471.104736
	Iteration 15Q: 3 clusters Score -195549.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -195551.218750 Penalty: 2471.104736
	Iteration 16Q: 3 clusters Score -195551.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -195551.296875 Penalty: 2471.104736
	Iteration 17Q: 3 clusters Score -195551.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -195551.296875 Penalty: 2471.104736
	Iteration 18F: 3 clusters Score -195551.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Entering Unmasked Estep 
Score: -687446.000000 Penalty: 1444.557373
	Iteration 0F: 2 clusters Score -687446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -682081.125000 Penalty: 2889.114746
	Iteration 0F: 3 clusters Score -682081.1 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -683987.312500 Penalty: 2889.114746
	Iteration 1F: 3 clusters Score -683987.3 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -684428.312500 Penalty: 2889.114746
	Iteration 2F: 3 clusters Score -684428.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -684758.062500 Penalty: 2889.114746
	Iteration 3F: 3 clusters Score -684758.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -685031.687500 Penalty: 2889.114746
	Iteration 4F: 3 clusters Score -685031.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -685229.562500 Penalty: 2889.114746
	Iteration 5Q: 3 clusters Score -685229.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -685391.375000 Penalty: 2889.114746
	Iteration 6Q: 3 clusters Score -685391.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -685522.562500 Penalty: 2889.114746
	Iteration 7Q: 3 clusters Score -685522.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -685626.125000 Penalty: 2889.114746
	Iteration 8Q: 3 clusters Score -685626.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -685700.250000 Penalty: 2889.114746
	Iteration 9Q: 3 clusters Score -685700.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -685768.250000 Penalty: 2889.114746
	Iteration 10Q: 3 clusters Score -685768.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -685837.625000 Penalty: 2889.114746
	Iteration 11Q: 3 clusters Score -685837.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -685896.125000 Penalty: 2889.114746
	Iteration 12Q: 3 clusters Score -685896.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -685941.437500 Penalty: 2889.114746
	Iteration 13Q: 3 clusters Score -685941.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -685974.375000 Penalty: 2889.114746
	Iteration 14Q: 3 clusters Score -685974.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -686014.937500 Penalty: 2889.114746
	Iteration 15Q: 3 clusters Score -686014.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -686045.500000 Penalty: 2889.114746
	Iteration 16Q: 3 clusters Score -686045.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -686074.187500 Penalty: 2889.114746
	Iteration 17Q: 3 clusters Score -686074.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -686102.625000 Penalty: 2889.114746
	Iteration 18Q: 3 clusters Score -686102.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -686134.625000 Penalty: 2889.114746
	Iteration 19Q: 3 clusters Score -686134.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -686169.875000 Penalty: 2889.114746
	Iteration 20F: 3 clusters Score -686169.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -686209.062500 Penalty: 2889.114746
	Iteration 21Q: 3 clusters Score -686209.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -686247.937500 Penalty: 2889.114746
	Iteration 22Q: 3 clusters Score -686247.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -686275.250000 Penalty: 2889.114746
	Iteration 23Q: 3 clusters Score -686275.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -686301.312500 Penalty: 2889.114746
	Iteration 24Q: 3 clusters Score -686301.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -686330.187500 Penalty: 2889.114746
	Iteration 25Q: 3 clusters Score -686330.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -686358.562500 Penalty: 2889.114746
	Iteration 26Q: 3 clusters Score -686358.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -686384.500000 Penalty: 2889.114746
	Iteration 27Q: 3 clusters Score -686384.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -686403.500000 Penalty: 2889.114746
	Iteration 28Q: 3 clusters Score -686403.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -686425.125000 Penalty: 2889.114746
	Iteration 29Q: 3 clusters Score -686425.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -686438.562500 Penalty: 2889.114746
	Iteration 30Q: 3 clusters Score -686438.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -686448.562500 Penalty: 2889.114746
	Iteration 31Q: 3 clusters Score -686448.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -686460.062500 Penalty: 2889.114746
	Iteration 32Q: 3 clusters Score -686460.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -686475.500000 Penalty: 2889.114746
	Iteration 33Q: 3 clusters Score -686475.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -686493.562500 Penalty: 2889.114746
	Iteration 34Q: 3 clusters Score -686493.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -686507.187500 Penalty: 2889.114746
	Iteration 35Q: 3 clusters Score -686507.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -686512.937500 Penalty: 2889.114746
	Iteration 36Q: 3 clusters Score -686512.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -686517.312500 Penalty: 2889.114746
	Iteration 37Q: 3 clusters Score -686517.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -686519.687500 Penalty: 2889.114746
	Iteration 38Q: 3 clusters Score -686519.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -686522.625000 Penalty: 2889.114746
	Iteration 39Q: 3 clusters Score -686522.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -686524.875000 Penalty: 2889.114746
	Iteration 40F: 3 clusters Score -686524.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -686526.750000 Penalty: 2889.114746
	Iteration 41Q: 3 clusters Score -686526.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -686529.500000 Penalty: 2889.114746
	Iteration 42Q: 3 clusters Score -686529.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -686531.125000 Penalty: 2889.114746
	Iteration 43Q: 3 clusters Score -686531.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -686537.312500 Penalty: 2889.114746
	Iteration 44Q: 3 clusters Score -686537.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -686546.437500 Penalty: 2889.114746
	Iteration 45Q: 3 clusters Score -686546.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -686551.625000 Penalty: 2889.114746
	Iteration 46Q: 3 clusters Score -686551.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -686555.125000 Penalty: 2889.114746
	Iteration 47Q: 3 clusters Score -686555.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -686563.250000 Penalty: 2889.114746
	Iteration 48Q: 3 clusters Score -686563.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -686569.437500 Penalty: 2889.114746
	Iteration 49Q: 3 clusters Score -686569.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -686573.937500 Penalty: 2889.114746
	Iteration 50Q: 3 clusters Score -686573.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -686580.062500 Penalty: 2889.114746
	Iteration 51Q: 3 clusters Score -686580.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -686586.062500 Penalty: 2889.114746
	Iteration 52Q: 3 clusters Score -686586.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -686589.312500 Penalty: 2889.114746
	Iteration 53Q: 3 clusters Score -686589.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -686593.000000 Penalty: 2889.114746
	Iteration 54Q: 3 clusters Score -686593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -686593.437500 Penalty: 2889.114746
	Iteration 55Q: 3 clusters Score -686593.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -686593.812500 Penalty: 2889.114746
	Iteration 56Q: 3 clusters Score -686593.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -686595.812500 Penalty: 2889.114746
	Iteration 57Q: 3 clusters Score -686595.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -686597.250000 Penalty: 2889.114746
	Iteration 58Q: 3 clusters Score -686597.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -686596.562500 Penalty: 2889.114746
	Iteration 59Q: 3 clusters Score -686596.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -686597.437500 Penalty: 2889.114746
	Iteration 60F: 3 clusters Score -686597.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -686597.250000 Penalty: 2889.114746
	Iteration 61Q: 3 clusters Score -686597.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -686597.250000 Penalty: 2889.114746
	Iteration 62F: 3 clusters Score -686597.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Entering Unmasked Estep 
Score: -625716.250000 Penalty: 1412.283936
	Iteration 0F: 2 clusters Score -625716.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -621191.062500 Penalty: 2824.567871
	Iteration 0F: 3 clusters Score -621191.1 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -622545.187500 Penalty: 2824.567871
	Iteration 1F: 3 clusters Score -622545.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -622749.375000 Penalty: 2824.567871
	Iteration 2F: 3 clusters Score -622749.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -622908.187500 Penalty: 2824.567871
	Iteration 3F: 3 clusters Score -622908.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -623094.750000 Penalty: 2824.567871
	Iteration 4Q: 3 clusters Score -623094.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -623325.125000 Penalty: 2824.567871
	Iteration 5F: 3 clusters Score -623325.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -623606.375000 Penalty: 2824.567871
	Iteration 6F: 3 clusters Score -623606.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -623821.250000 Penalty: 2824.567871
	Iteration 7F: 3 clusters Score -623821.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -624031.500000 Penalty: 2824.567871
	Iteration 8Q: 3 clusters Score -624031.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -624239.312500 Penalty: 2824.567871
	Iteration 9Q: 3 clusters Score -624239.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -624421.812500 Penalty: 2824.567871
	Iteration 10Q: 3 clusters Score -624421.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -624560.625000 Penalty: 2824.567871
	Iteration 11Q: 3 clusters Score -624560.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -624644.812500 Penalty: 2824.567871
	Iteration 12Q: 3 clusters Score -624644.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -624703.375000 Penalty: 2824.567871
	Iteration 13Q: 3 clusters Score -624703.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -624747.312500 Penalty: 2824.567871
	Iteration 14Q: 3 clusters Score -624747.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -624776.062500 Penalty: 2824.567871
	Iteration 15Q: 3 clusters Score -624776.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -624787.375000 Penalty: 2824.567871
	Iteration 16Q: 3 clusters Score -624787.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -624797.375000 Penalty: 2824.567871
	Iteration 17Q: 3 clusters Score -624797.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -624802.000000 Penalty: 2824.567871
	Iteration 18Q: 3 clusters Score -624802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -624808.562500 Penalty: 2824.567871
	Iteration 19Q: 3 clusters Score -624808.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -624811.562500 Penalty: 2824.567871
	Iteration 20F: 3 clusters Score -624811.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -624813.312500 Penalty: 2824.567871
	Iteration 21Q: 3 clusters Score -624813.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -624814.375000 Penalty: 2824.567871
	Iteration 22Q: 3 clusters Score -624814.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -624817.062500 Penalty: 2824.567871
	Iteration 23Q: 3 clusters Score -624817.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -624819.687500 Penalty: 2824.567871
	Iteration 24Q: 3 clusters Score -624819.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -624820.250000 Penalty: 2824.567871
	Iteration 25Q: 3 clusters Score -624820.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -624820.312500 Penalty: 2824.567871
	Iteration 26Q: 3 clusters Score -624820.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -624820.312500 Penalty: 2824.567871
	Iteration 27F: 3 clusters Score -624820.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Entering Unmasked Estep 
Score: -1014856.562500 Penalty: 1493.131836
	Iteration 0F: 2 clusters Score -1014857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1007941.250000 Penalty: 2986.263672
	Iteration 0F: 3 clusters Score -1007941 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1010179.375000 Penalty: 2986.263672
	Iteration 1F: 3 clusters Score -1010179 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1010502.312500 Penalty: 2986.263672
	Iteration 2F: 3 clusters Score -1010502 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1010814.500000 Penalty: 2986.263672
	Iteration 3F: 3 clusters Score -1010814 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1011133.875000 Penalty: 2986.263672
	Iteration 4F: 3 clusters Score -1011134 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1011472.750000 Penalty: 2986.263672
	Iteration 5F: 3 clusters Score -1011473 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1011770.687500 Penalty: 2986.263672
	Iteration 6F: 3 clusters Score -1011771 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1012016.562500 Penalty: 2986.263672
	Iteration 7Q: 3 clusters Score -1012017 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1012191.812500 Penalty: 2986.263672
	Iteration 8Q: 3 clusters Score -1012192 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1012339.562500 Penalty: 2986.263672
	Iteration 9Q: 3 clusters Score -1012340 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1012446.250000 Penalty: 2986.263672
	Iteration 10Q: 3 clusters Score -1012446 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1012540.125000 Penalty: 2986.263672
	Iteration 11Q: 3 clusters Score -1012540 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1012603.500000 Penalty: 2986.263672
	Iteration 12Q: 3 clusters Score -1012604 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1012651.437500 Penalty: 2986.263672
	Iteration 13Q: 3 clusters Score -1012651 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1012690.750000 Penalty: 2986.263672
	Iteration 14Q: 3 clusters Score -1012691 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1012725.562500 Penalty: 2986.263672
	Iteration 15Q: 3 clusters Score -1012726 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1012757.375000 Penalty: 2986.263672
	Iteration 16Q: 3 clusters Score -1012757 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1012785.375000 Penalty: 2986.263672
	Iteration 17Q: 3 clusters Score -1012785 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1012813.062500 Penalty: 2986.263672
	Iteration 18Q: 3 clusters Score -1012813 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1012837.812500 Penalty: 2986.263672
	Iteration 19Q: 3 clusters Score -1012838 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1012861.687500 Penalty: 2986.263672
	Iteration 20F: 3 clusters Score -1012862 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1012882.750000 Penalty: 2986.263672
	Iteration 21Q: 3 clusters Score -1012883 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1012900.687500 Penalty: 2986.263672
	Iteration 22Q: 3 clusters Score -1012901 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1012917.250000 Penalty: 2986.263672
	Iteration 23Q: 3 clusters Score -1012917 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1012931.687500 Penalty: 2986.263672
	Iteration 24Q: 3 clusters Score -1012932 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1012948.750000 Penalty: 2986.263672
	Iteration 25Q: 3 clusters Score -1012949 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1012963.625000 Penalty: 2986.263672
	Iteration 26Q: 3 clusters Score -1012964 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1012972.875000 Penalty: 2986.263672
	Iteration 27Q: 3 clusters Score -1012973 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1012986.312500 Penalty: 2986.263672
	Iteration 28Q: 3 clusters Score -1012986 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1013001.875000 Penalty: 2986.263672
	Iteration 29Q: 3 clusters Score -1013002 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1013015.250000 Penalty: 2986.263672
	Iteration 30Q: 3 clusters Score -1013015 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1013021.875000 Penalty: 2986.263672
	Iteration 31Q: 3 clusters Score -1013022 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1013032.000000 Penalty: 2986.263672
	Iteration 32Q: 3 clusters Score -1013032 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1013045.062500 Penalty: 2986.263672
	Iteration 33Q: 3 clusters Score -1013045 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1013063.500000 Penalty: 2986.263672
	Iteration 34Q: 3 clusters Score -1013064 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1013078.750000 Penalty: 2986.263672
	Iteration 35Q: 3 clusters Score -1013079 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1013092.562500 Penalty: 2986.263672
	Iteration 36Q: 3 clusters Score -1013093 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1013107.937500 Penalty: 2986.263672
	Iteration 37Q: 3 clusters Score -1013108 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1013119.875000 Penalty: 2986.263672
	Iteration 38Q: 3 clusters Score -1013120 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1013134.187500 Penalty: 2986.263672
	Iteration 39Q: 3 clusters Score -1013134 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1013146.625000 Penalty: 2986.263672
	Iteration 40F: 3 clusters Score -1013147 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1013162.000000 Penalty: 2986.263672
	Iteration 41Q: 3 clusters Score -1013162 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1013169.125000 Penalty: 2986.263672
	Iteration 42Q: 3 clusters Score -1013169 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1013181.250000 Penalty: 2986.263672
	Iteration 43Q: 3 clusters Score -1013181 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1013193.375000 Penalty: 2986.263672
	Iteration 44Q: 3 clusters Score -1013193 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1013209.437500 Penalty: 2986.263672
	Iteration 45Q: 3 clusters Score -1013209 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1013224.375000 Penalty: 2986.263672
	Iteration 46Q: 3 clusters Score -1013224 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1013234.062500 Penalty: 2986.263672
	Iteration 47Q: 3 clusters Score -1013234 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1013245.375000 Penalty: 2986.263672
	Iteration 48Q: 3 clusters Score -1013245 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1013254.187500 Penalty: 2986.263672
	Iteration 49Q: 3 clusters Score -1013254 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1013266.000000 Penalty: 2986.263672
	Iteration 50Q: 3 clusters Score -1013266 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1013275.312500 Penalty: 2986.263672
	Iteration 51Q: 3 clusters Score -1013275 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1013283.625000 Penalty: 2986.263672
	Iteration 52Q: 3 clusters Score -1013284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1013294.812500 Penalty: 2986.263672
	Iteration 53Q: 3 clusters Score -1013295 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1013306.062500 Penalty: 2986.263672
	Iteration 54Q: 3 clusters Score -1013306 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1013315.562500 Penalty: 2986.263672
	Iteration 55Q: 3 clusters Score -1013316 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1013327.250000 Penalty: 2986.263672
	Iteration 56Q: 3 clusters Score -1013327 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1013349.062500 Penalty: 2986.263672
	Iteration 57Q: 3 clusters Score -1013349 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1013364.625000 Penalty: 2986.263672
	Iteration 58Q: 3 clusters Score -1013365 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1013383.812500 Penalty: 2986.263672
	Iteration 59Q: 3 clusters Score -1013384 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1013412.750000 Penalty: 2986.263672
	Iteration 60F: 3 clusters Score -1013413 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1013443.187500 Penalty: 2986.263672
	Iteration 61Q: 3 clusters Score -1013443 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1013467.937500 Penalty: 2986.263672
	Iteration 62Q: 3 clusters Score -1013468 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1013502.312500 Penalty: 2986.263672
	Iteration 63Q: 3 clusters Score -1013502 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1013534.875000 Penalty: 2986.263672
	Iteration 64Q: 3 clusters Score -1013535 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1013569.375000 Penalty: 2986.263672
	Iteration 65Q: 3 clusters Score -1013569 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1013599.375000 Penalty: 2986.263672
	Iteration 66Q: 3 clusters Score -1013599 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1013626.375000 Penalty: 2986.263672
	Iteration 67Q: 3 clusters Score -1013626 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1013662.062500 Penalty: 2986.263672
	Iteration 68Q: 3 clusters Score -1013662 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1013693.312500 Penalty: 2986.263672
	Iteration 69Q: 3 clusters Score -1013693 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1013732.250000 Penalty: 2986.263672
	Iteration 70Q: 3 clusters Score -1013732 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1013788.000000 Penalty: 2986.263672
	Iteration 71Q: 3 clusters Score -1013788 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1013841.687500 Penalty: 2986.263672
	Iteration 72Q: 3 clusters Score -1013842 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1013903.687500 Penalty: 2986.263672
	Iteration 73Q: 3 clusters Score -1013904 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1013963.687500 Penalty: 2986.263672
	Iteration 74Q: 3 clusters Score -1013964 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1014015.000000 Penalty: 2986.263672
	Iteration 75Q: 3 clusters Score -1014015 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1014046.625000 Penalty: 2986.263672
	Iteration 76Q: 3 clusters Score -1014047 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1014058.250000 Penalty: 2986.263672
	Iteration 77Q: 3 clusters Score -1014058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1014066.375000 Penalty: 2986.263672
	Iteration 78Q: 3 clusters Score -1014066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1014067.312500 Penalty: 2986.263672
	Iteration 79Q: 3 clusters Score -1014067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1014068.562500 Penalty: 2986.263672
	Iteration 80F: 3 clusters Score -1014069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1014070.687500 Penalty: 2986.263672
	Iteration 81Q: 3 clusters Score -1014071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1014072.312500 Penalty: 2986.263672
	Iteration 82Q: 3 clusters Score -1014072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1014072.750000 Penalty: 2986.263672
	Iteration 83Q: 3 clusters Score -1014073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1014072.687500 Penalty: 2986.263672
	Iteration 84Q: 3 clusters Score -1014073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1014072.500000 Penalty: 2986.263672
	Iteration 85Q: 3 clusters Score -1014072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1014074.562500 Penalty: 2986.263672
	Iteration 86Q: 3 clusters Score -1014075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1014074.562500 Penalty: 2986.263672
	Iteration 87F: 3 clusters Score -1014075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Entering Unmasked Estep 
Score: -1822429.750000 Penalty: 1583.127197
	Iteration 0F: 2 clusters Score -1822430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1810744.625000 Penalty: 3166.254395
	Iteration 0F: 3 clusters Score -1810745 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1814801.125000 Penalty: 3166.254395
	Iteration 1F: 3 clusters Score -1814801 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1815073.125000 Penalty: 3166.254395
	Iteration 2Q: 3 clusters Score -1815073 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1815349.250000 Penalty: 3166.254395
	Iteration 3Q: 3 clusters Score -1815349 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1815655.500000 Penalty: 3166.254395
	Iteration 4Q: 3 clusters Score -1815656 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1816015.500000 Penalty: 3166.254395
	Iteration 5Q: 3 clusters Score -1816016 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1816478.000000 Penalty: 3166.254395
	Iteration 6Q: 3 clusters Score -1816478 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1817024.250000 Penalty: 3166.254395
	Iteration 7F: 3 clusters Score -1817024 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1817691.125000 Penalty: 3166.254395
	Iteration 8F: 3 clusters Score -1817691 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1818412.000000 Penalty: 3166.254395
	Iteration 9F: 3 clusters Score -1818412 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1819142.375000 Penalty: 3166.254395
	Iteration 10Q: 3 clusters Score -1819142 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1819672.375000 Penalty: 3166.254395
	Iteration 11Q: 3 clusters Score -1819672 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1819981.375000 Penalty: 3166.254395
	Iteration 12Q: 3 clusters Score -1819981 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1820166.625000 Penalty: 3166.254395
	Iteration 13Q: 3 clusters Score -1820167 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1820274.875000 Penalty: 3166.254395
	Iteration 14Q: 3 clusters Score -1820275 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1820355.250000 Penalty: 3166.254395
	Iteration 15Q: 3 clusters Score -1820355 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1820411.250000 Penalty: 3166.254395
	Iteration 16Q: 3 clusters Score -1820411 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1820468.375000 Penalty: 3166.254395
	Iteration 17Q: 3 clusters Score -1820468 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1820513.500000 Penalty: 3166.254395
	Iteration 18Q: 3 clusters Score -1820514 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -1820558.125000 Penalty: 3166.254395
	Iteration 19Q: 3 clusters Score -1820558 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1820589.250000 Penalty: 3166.254395
	Iteration 20F: 3 clusters Score -1820589 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -1820614.875000 Penalty: 3166.254395
	Iteration 21Q: 3 clusters Score -1820615 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1820637.500000 Penalty: 3166.254395
	Iteration 22Q: 3 clusters Score -1820638 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1820657.875000 Penalty: 3166.254395
	Iteration 23Q: 3 clusters Score -1820658 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -1820676.500000 Penalty: 3166.254395
	Iteration 24Q: 3 clusters Score -1820676 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1820700.625000 Penalty: 3166.254395
	Iteration 25Q: 3 clusters Score -1820701 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -1820719.000000 Penalty: 3166.254395
	Iteration 26Q: 3 clusters Score -1820719 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1820730.000000 Penalty: 3166.254395
	Iteration 27Q: 3 clusters Score -1820730 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -1820755.625000 Penalty: 3166.254395
	Iteration 28Q: 3 clusters Score -1820756 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1820766.625000 Penalty: 3166.254395
	Iteration 29Q: 3 clusters Score -1820767 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1820774.625000 Penalty: 3166.254395
	Iteration 30Q: 3 clusters Score -1820775 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1820788.875000 Penalty: 3166.254395
	Iteration 31Q: 3 clusters Score -1820789 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -1820804.125000 Penalty: 3166.254395
	Iteration 32Q: 3 clusters Score -1820804 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1820821.625000 Penalty: 3166.254395
	Iteration 33Q: 3 clusters Score -1820822 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -1820831.250000 Penalty: 3166.254395
	Iteration 34Q: 3 clusters Score -1820831 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -1820838.750000 Penalty: 3166.254395
	Iteration 35Q: 3 clusters Score -1820839 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1820847.625000 Penalty: 3166.254395
	Iteration 36Q: 3 clusters Score -1820848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -1820855.875000 Penalty: 3166.254395
	Iteration 37Q: 3 clusters Score -1820856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1820865.375000 Penalty: 3166.254395
	Iteration 38Q: 3 clusters Score -1820865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -1820879.000000 Penalty: 3166.254395
	Iteration 39Q: 3 clusters Score -1820879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1820886.500000 Penalty: 3166.254395
	Iteration 40F: 3 clusters Score -1820886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1820889.750000 Penalty: 3166.254395
	Iteration 41Q: 3 clusters Score -1820890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -1820897.125000 Penalty: 3166.254395
	Iteration 42Q: 3 clusters Score -1820897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -1820900.000000 Penalty: 3166.254395
	Iteration 43Q: 3 clusters Score -1820900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -1820908.750000 Penalty: 3166.254395
	Iteration 44Q: 3 clusters Score -1820909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -1820907.625000 Penalty: 3166.254395
	Iteration 45Q: 3 clusters Score -1820908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1820915.000000 Penalty: 3166.254395
	Iteration 46Q: 3 clusters Score -1820915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -1820918.375000 Penalty: 3166.254395
	Iteration 47Q: 3 clusters Score -1820918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -1820920.000000 Penalty: 3166.254395
	Iteration 48Q: 3 clusters Score -1820920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -1820924.750000 Penalty: 3166.254395
	Iteration 49Q: 3 clusters Score -1820925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -1820932.250000 Penalty: 3166.254395
	Iteration 50Q: 3 clusters Score -1820932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -1820942.875000 Penalty: 3166.254395
	Iteration 51Q: 3 clusters Score -1820943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -1820948.125000 Penalty: 3166.254395
	Iteration 52Q: 3 clusters Score -1820948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -1820947.250000 Penalty: 3166.254395
	Iteration 53Q: 3 clusters Score -1820947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -1820951.750000 Penalty: 3166.254395
	Iteration 54Q: 3 clusters Score -1820952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -1820953.250000 Penalty: 3166.254395
	Iteration 55Q: 3 clusters Score -1820953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -1820962.875000 Penalty: 3166.254395
	Iteration 56Q: 3 clusters Score -1820963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -1820966.500000 Penalty: 3166.254395
	Iteration 57Q: 3 clusters Score -1820966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -1820969.625000 Penalty: 3166.254395
	Iteration 58Q: 3 clusters Score -1820970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -1820972.500000 Penalty: 3166.254395
	Iteration 59Q: 3 clusters Score -1820972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -1820974.500000 Penalty: 3166.254395
	Iteration 60F: 3 clusters Score -1820974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Entering Unmasked Estep 
Score: -494558.250000 Penalty: 1374.713623
	Iteration 0F: 2 clusters Score -494558.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -490729.281250 Penalty: 2749.427246
	Iteration 0F: 3 clusters Score -490729.3 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -491754.437500 Penalty: 2749.427246
	Iteration 1F: 3 clusters Score -491754.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -491931.406250 Penalty: 2749.427246
	Iteration 2F: 3 clusters Score -491931.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -492053.125000 Penalty: 2749.427246
	Iteration 3F: 3 clusters Score -492053.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -492146.250000 Penalty: 2749.427246
	Iteration 4Q: 3 clusters Score -492146.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -492237.125000 Penalty: 2749.427246
	Iteration 5Q: 3 clusters Score -492237.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -492309.656250 Penalty: 2749.427246
	Iteration 6Q: 3 clusters Score -492309.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -492375.468750 Penalty: 2749.427246
	Iteration 7Q: 3 clusters Score -492375.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -492442.093750 Penalty: 2749.427246
	Iteration 8Q: 3 clusters Score -492442.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -492540.031250 Penalty: 2749.427246
	Iteration 9Q: 3 clusters Score -492540 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -492643.437500 Penalty: 2749.427246
	Iteration 10Q: 3 clusters Score -492643.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -492749.125000 Penalty: 2749.427246
	Iteration 11Q: 3 clusters Score -492749.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -492846.968750 Penalty: 2749.427246
	Iteration 12Q: 3 clusters Score -492847 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -492922.812500 Penalty: 2749.427246
	Iteration 13Q: 3 clusters Score -492922.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -493009.062500 Penalty: 2749.427246
	Iteration 14Q: 3 clusters Score -493009.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -493089.343750 Penalty: 2749.427246
	Iteration 15Q: 3 clusters Score -493089.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -493172.437500 Penalty: 2749.427246
	Iteration 16Q: 3 clusters Score -493172.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -493239.250000 Penalty: 2749.427246
	Iteration 17Q: 3 clusters Score -493239.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -493287.906250 Penalty: 2749.427246
	Iteration 18Q: 3 clusters Score -493287.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -493318.343750 Penalty: 2749.427246
	Iteration 19Q: 3 clusters Score -493318.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -493353.250000 Penalty: 2749.427246
	Iteration 20F: 3 clusters Score -493353.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -493388.218750 Penalty: 2749.427246
	Iteration 21Q: 3 clusters Score -493388.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -493409.531250 Penalty: 2749.427246
	Iteration 22Q: 3 clusters Score -493409.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -493423.593750 Penalty: 2749.427246
	Iteration 23Q: 3 clusters Score -493423.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -493437.875000 Penalty: 2749.427246
	Iteration 24Q: 3 clusters Score -493437.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -493446.218750 Penalty: 2749.427246
	Iteration 25Q: 3 clusters Score -493446.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -493453.375000 Penalty: 2749.427246
	Iteration 26Q: 3 clusters Score -493453.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -493460.562500 Penalty: 2749.427246
	Iteration 27Q: 3 clusters Score -493460.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -493465.062500 Penalty: 2749.427246
	Iteration 28Q: 3 clusters Score -493465.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -493466.750000 Penalty: 2749.427246
	Iteration 29Q: 3 clusters Score -493466.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -493468.031250 Penalty: 2749.427246
	Iteration 30Q: 3 clusters Score -493468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -493469.875000 Penalty: 2749.427246
	Iteration 31Q: 3 clusters Score -493469.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -493471.875000 Penalty: 2749.427246
	Iteration 32Q: 3 clusters Score -493471.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -493471.156250 Penalty: 2749.427246
	Iteration 33Q: 3 clusters Score -493471.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -493472.593750 Penalty: 2749.427246
	Iteration 34Q: 3 clusters Score -493472.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -493473.000000 Penalty: 2749.427246
	Iteration 35Q: 3 clusters Score -493473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -493474.125000 Penalty: 2749.427246
	Iteration 36Q: 3 clusters Score -493474.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -493473.968750 Penalty: 2749.427246
	Iteration 37Q: 3 clusters Score -493474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -493475.343750 Penalty: 2749.427246
	Iteration 38Q: 3 clusters Score -493475.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -493475.343750 Penalty: 2749.427246
	Iteration 39F: 3 clusters Score -493475.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Entering Unmasked Estep 
Score: -4229608.500000 Penalty: 1723.610229
	Iteration 0F: 2 clusters Score -4229608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -4202391.500000 Penalty: 3447.220459
	Iteration 0F: 3 clusters Score -4202392 nChanged 18759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -4213300.500000 Penalty: 3447.220459
	Iteration 1F: 3 clusters Score -4213300 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -4214196.000000 Penalty: 3447.220459
	Iteration 2Q: 3 clusters Score -4214196 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -4215463.500000 Penalty: 3447.220459
	Iteration 3F: 3 clusters Score -4215464 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -4217212.000000 Penalty: 3447.220459
	Iteration 4F: 3 clusters Score -4217212 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -4219287.000000 Penalty: 3447.220459
	Iteration 5F: 3 clusters Score -4219287 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -4221298.000000 Penalty: 3447.220459
	Iteration 6F: 3 clusters Score -4221298 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -4222968.000000 Penalty: 3447.220459
	Iteration 7F: 3 clusters Score -4222968 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -4224053.000000 Penalty: 3447.220459
	Iteration 8Q: 3 clusters Score -4224053 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -4224552.500000 Penalty: 3447.220459
	Iteration 9Q: 3 clusters Score -4224552 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -4224794.500000 Penalty: 3447.220459
	Iteration 10Q: 3 clusters Score -4224794 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -4224972.000000 Penalty: 3447.220459
	Iteration 11Q: 3 clusters Score -4224972 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -4225078.000000 Penalty: 3447.220459
	Iteration 12Q: 3 clusters Score -4225078 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -4225155.000000 Penalty: 3447.220459
	Iteration 13Q: 3 clusters Score -4225155 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -4225236.000000 Penalty: 3447.220459
	Iteration 14Q: 3 clusters Score -4225236 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -4225391.500000 Penalty: 3447.220459
	Iteration 15Q: 3 clusters Score -4225392 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -4225561.000000 Penalty: 3447.220459
	Iteration 16Q: 3 clusters Score -4225561 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -4225787.500000 Penalty: 3447.220459
	Iteration 17Q: 3 clusters Score -4225788 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -4226054.000000 Penalty: 3447.220459
	Iteration 18Q: 3 clusters Score -4226054 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -4226444.500000 Penalty: 3447.220459
	Iteration 19Q: 3 clusters Score -4226444 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -4226842.000000 Penalty: 3447.220459
	Iteration 20F: 3 clusters Score -4226842 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -4227131.000000 Penalty: 3447.220459
	Iteration 21Q: 3 clusters Score -4227131 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -4227335.000000 Penalty: 3447.220459
	Iteration 22Q: 3 clusters Score -4227335 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -4227543.500000 Penalty: 3447.220459
	Iteration 23Q: 3 clusters Score -4227544 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -4227690.000000 Penalty: 3447.220459
	Iteration 24Q: 3 clusters Score -4227690 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -4227804.500000 Penalty: 3447.220459
	Iteration 25Q: 3 clusters Score -4227804 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -4227879.000000 Penalty: 3447.220459
	Iteration 26Q: 3 clusters Score -4227879 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -4227947.000000 Penalty: 3447.220459
	Iteration 27Q: 3 clusters Score -4227947 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -4228021.000000 Penalty: 3447.220459
	Iteration 28Q: 3 clusters Score -4228021 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -4228071.500000 Penalty: 3447.220459
	Iteration 29Q: 3 clusters Score -4228072 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -4228101.500000 Penalty: 3447.220459
	Iteration 30Q: 3 clusters Score -4228102 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -4228143.500000 Penalty: 3447.220459
	Iteration 31Q: 3 clusters Score -4228144 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -4228183.000000 Penalty: 3447.220459
	Iteration 32Q: 3 clusters Score -4228183 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -4228227.000000 Penalty: 3447.220459
	Iteration 33Q: 3 clusters Score -4228227 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -4228254.000000 Penalty: 3447.220459
	Iteration 34Q: 3 clusters Score -4228254 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -4228273.000000 Penalty: 3447.220459
	Iteration 35Q: 3 clusters Score -4228273 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -4228299.500000 Penalty: 3447.220459
	Iteration 36Q: 3 clusters Score -4228300 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -4228313.000000 Penalty: 3447.220459
	Iteration 37Q: 3 clusters Score -4228313 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -4228349.000000 Penalty: 3447.220459
	Iteration 38Q: 3 clusters Score -4228349 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -4228373.000000 Penalty: 3447.220459
	Iteration 39Q: 3 clusters Score -4228373 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -4228395.000000 Penalty: 3447.220459
	Iteration 40F: 3 clusters Score -4228395 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -4228413.000000 Penalty: 3447.220459
	Iteration 41Q: 3 clusters Score -4228413 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -4228449.500000 Penalty: 3447.220459
	Iteration 42Q: 3 clusters Score -4228450 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -4228472.500000 Penalty: 3447.220459
	Iteration 43Q: 3 clusters Score -4228472 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -4228488.500000 Penalty: 3447.220459
	Iteration 44Q: 3 clusters Score -4228488 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -4228510.000000 Penalty: 3447.220459
	Iteration 45Q: 3 clusters Score -4228510 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -4228523.000000 Penalty: 3447.220459
	Iteration 46Q: 3 clusters Score -4228523 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -4228532.500000 Penalty: 3447.220459
	Iteration 47Q: 3 clusters Score -4228532 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -4228555.000000 Penalty: 3447.220459
	Iteration 48Q: 3 clusters Score -4228555 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -4228571.500000 Penalty: 3447.220459
	Iteration 49Q: 3 clusters Score -4228572 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -4228585.000000 Penalty: 3447.220459
	Iteration 50Q: 3 clusters Score -4228585 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -4228590.500000 Penalty: 3447.220459
	Iteration 51Q: 3 clusters Score -4228590 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -4228603.000000 Penalty: 3447.220459
	Iteration 52Q: 3 clusters Score -4228603 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -4228615.000000 Penalty: 3447.220459
	Iteration 53Q: 3 clusters Score -4228615 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -4228624.500000 Penalty: 3447.220459
	Iteration 54Q: 3 clusters Score -4228624 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -4228622.500000 Penalty: 3447.220459
	Iteration 55Q: 3 clusters Score -4228622 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -4228629.000000 Penalty: 3447.220459
	Iteration 56Q: 3 clusters Score -4228629 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -4228636.500000 Penalty: 3447.220459
	Iteration 57Q: 3 clusters Score -4228636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -4228645.500000 Penalty: 3447.220459
	Iteration 58Q: 3 clusters Score -4228646 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -4228642.500000 Penalty: 3447.220459
	Iteration 59Q: 3 clusters Score -4228642 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -4228644.500000 Penalty: 3447.220459
	Iteration 60F: 3 clusters Score -4228644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -4228653.000000 Penalty: 3447.220459
	Iteration 61Q: 3 clusters Score -4228653 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -4228649.500000 Penalty: 3447.220459
	Iteration 62Q: 3 clusters Score -4228650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -4228654.500000 Penalty: 3447.220459
	Iteration 63Q: 3 clusters Score -4228654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -4228647.500000 Penalty: 3447.220459
	Iteration 64Q: 3 clusters Score -4228648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -4228657.000000 Penalty: 3447.220459
	Iteration 65Q: 3 clusters Score -4228657 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -4228665.000000 Penalty: 3447.220459
	Iteration 66Q: 3 clusters Score -4228665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -4228659.500000 Penalty: 3447.220459
	Iteration 67Q: 3 clusters Score -4228660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -4228658.500000 Penalty: 3447.220459
	Iteration 68Q: 3 clusters Score -4228658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -4228662.500000 Penalty: 3447.220459
	Iteration 69Q: 3 clusters Score -4228662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -4228664.000000 Penalty: 3447.220459
	Iteration 70Q: 3 clusters Score -4228664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -4228659.500000 Penalty: 3447.220459
	Iteration 71Q: 3 clusters Score -4228660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -4228664.500000 Penalty: 3447.220459
	Iteration 72Q: 3 clusters Score -4228664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -4228659.500000 Penalty: 3447.220459
	Iteration 73Q: 3 clusters Score -4228660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -4228660.000000 Penalty: 3447.220459
	Iteration 74Q: 3 clusters Score -4228660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -4228667.500000 Penalty: 3447.220459
	Iteration 75Q: 3 clusters Score -4228668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -4228669.000000 Penalty: 3447.220459
	Iteration 76Q: 3 clusters Score -4228669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -4228669.000000 Penalty: 3447.220459
	Iteration 77Q: 3 clusters Score -4228669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -4228664.000000 Penalty: 3447.220459
	Iteration 78Q: 3 clusters Score -4228664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -4228662.500000 Penalty: 3447.220459
	Iteration 79Q: 3 clusters Score -4228662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -4228666.000000 Penalty: 3447.220459
	Iteration 80F: 3 clusters Score -4228666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -4228661.500000 Penalty: 3447.220459
	Iteration 81Q: 3 clusters Score -4228662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -4228664.000000 Penalty: 3447.220459
	Iteration 82Q: 3 clusters Score -4228664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -4228664.000000 Penalty: 3447.220459
	Iteration 83F: 3 clusters Score -4228664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -24850.531250 Penalty: 927.405457
	Iteration 0F: 2 clusters Score -24850.53 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 145 members 
Entering Unmasked Estep 
Score: -24239.478516 Penalty: 1854.810913
	Iteration 0F: 3 clusters Score -24239.48 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24831.943359 Penalty: 1854.810913
	Iteration 1F: 3 clusters Score -24831.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25144.394531 Penalty: 1854.810913
	Iteration 2F: 3 clusters Score -25144.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25262.890625 Penalty: 1854.810913
	Iteration 3Q: 3 clusters Score -25262.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25482.476562 Penalty: 1854.810913
	Iteration 4Q: 3 clusters Score -25482.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -25674.929688 Penalty: 1854.810913
	Iteration 5Q: 3 clusters Score -25674.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25718.832031 Penalty: 1854.810913
	Iteration 6Q: 3 clusters Score -25718.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25728.339844 Penalty: 1854.810913
	Iteration 7Q: 3 clusters Score -25728.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25751.871094 Penalty: 1854.810913
	Iteration 8F: 3 clusters Score -25751.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25827.937500 Penalty: 1854.810913
	Iteration 9Q: 3 clusters Score -25827.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25857.701172 Penalty: 1854.810913
	Iteration 10Q: 3 clusters Score -25857.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25857.701172 Penalty: 1854.810913
	Iteration 11F: 3 clusters Score -25857.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7256 members 
Mstep: Class 3 contains 5949 members 
Mstep: Class 4 contains 9784 members 
Mstep: Class 5 contains 17023 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40410 members 
Mstep: Class 8 contains 104 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5601 members 
Mstep: Class 12 contains 30534 members 
Mstep: Class 13 contains 10549 members 
Mstep: Class 14 contains 2498 members 
Mstep: Class 15 contains 16736 members 
Mstep: Class 16 contains 5209 members 
Mstep: Class 17 contains 22455 members 
Mstep: Class 18 contains 128826 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 31232 members 
Mstep: Class 21 contains 15135 members 
Mstep: Class 22 contains 4051 members 
Mstep: Class 23 contains 5461 members 
Mstep: Class 24 contains 24418 members 
Mstep: Class 25 contains 5982 members 
Mstep: Class 26 contains 173125 members 
Mstep: Class 27 contains 4077 members 
Mstep: Class 28 contains 39581 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2191 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 4117 members 
Mstep: Class 33 contains 12740 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 197 members 
Entering Unmasked Estep 
Score: -65951904.000000 Penalty: 76049.578125
Splitting cluster 8 changes total score from -65952036.000000 to -65951904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Entering Unmasked Estep 
Score: -91126.289062 Penalty: 1109.841553
	Iteration 0F: 2 clusters Score -91126.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -89919.296875 Penalty: 2219.683105
	Iteration 0F: 3 clusters Score -89919.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -90634.703125 Penalty: 2219.683105
	Iteration 1F: 3 clusters Score -90634.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -91132.226562 Penalty: 2219.683105
	Iteration 2F: 3 clusters Score -91132.23 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -91401.523438 Penalty: 2219.683105
	Iteration 3F: 3 clusters Score -91401.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -91468.109375 Penalty: 2219.683105
	Iteration 4Q: 3 clusters Score -91468.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -91489.812500 Penalty: 2219.683105
	Iteration 5Q: 3 clusters Score -91489.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -91491.554688 Penalty: 2219.683105
	Iteration 6Q: 3 clusters Score -91491.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -91493.226562 Penalty: 2219.683105
	Iteration 7Q: 3 clusters Score -91493.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -91495.039062 Penalty: 2219.683105
	Iteration 8Q: 3 clusters Score -91495.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -91495.039062 Penalty: 2219.683105
	Iteration 9F: 3 clusters Score -91495.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7256 members 
Mstep: Class 3 contains 5949 members 
Mstep: Class 4 contains 9784 members 
Mstep: Class 5 contains 17023 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40410 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 147 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5601 members 
Mstep: Class 12 contains 30534 members 
Mstep: Class 13 contains 10549 members 
Mstep: Class 14 contains 2498 members 
Mstep: Class 15 contains 16736 members 
Mstep: Class 16 contains 5209 members 
Mstep: Class 17 contains 22455 members 
Mstep: Class 18 contains 128826 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 31232 members 
Mstep: Class 21 contains 15135 members 
Mstep: Class 22 contains 4051 members 
Mstep: Class 23 contains 5461 members 
Mstep: Class 24 contains 24418 members 
Mstep: Class 25 contains 5982 members 
Mstep: Class 26 contains 173125 members 
Mstep: Class 27 contains 4077 members 
Mstep: Class 28 contains 39581 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2191 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 4117 members 
Mstep: Class 33 contains 12740 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 778 members 
Entering Unmasked Estep 
Score: -65951416.000000 Penalty: 76049.578125
Splitting cluster 9 changes total score from -65952036.000000 to -65951416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -47015.566406 Penalty: 1015.934387
	Iteration 0F: 2 clusters Score -47015.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45990.804688 Penalty: 2031.868774
	Iteration 0F: 3 clusters Score -45990.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46165.667969 Penalty: 2031.868774
	Iteration 1F: 3 clusters Score -46165.67 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46253.699219 Penalty: 2031.868774
	Iteration 2F: 3 clusters Score -46253.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46315.097656 Penalty: 2031.868774
	Iteration 3F: 3 clusters Score -46315.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46340.785156 Penalty: 2031.868774
	Iteration 4Q: 3 clusters Score -46340.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46368.031250 Penalty: 2031.868774
	Iteration 5Q: 3 clusters Score -46368.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46381.691406 Penalty: 2031.868774
	Iteration 6Q: 3 clusters Score -46381.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46403.968750 Penalty: 2031.868774
	Iteration 7Q: 3 clusters Score -46403.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46417.718750 Penalty: 2031.868774
	Iteration 8Q: 3 clusters Score -46417.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46442.464844 Penalty: 2031.868774
	Iteration 9Q: 3 clusters Score -46442.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -46453.183594 Penalty: 2031.868774
	Iteration 10Q: 3 clusters Score -46453.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -46459.882812 Penalty: 2031.868774
	Iteration 11Q: 3 clusters Score -46459.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -46461.472656 Penalty: 2031.868774
	Iteration 12Q: 3 clusters Score -46461.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46466.769531 Penalty: 2031.868774
	Iteration 13Q: 3 clusters Score -46466.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46495.035156 Penalty: 2031.868774
	Iteration 14Q: 3 clusters Score -46495.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46502.988281 Penalty: 2031.868774
	Iteration 15Q: 3 clusters Score -46502.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46505.039062 Penalty: 2031.868774
	Iteration 16Q: 3 clusters Score -46505.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46505.562500 Penalty: 2031.868774
	Iteration 17Q: 3 clusters Score -46505.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46506.023438 Penalty: 2031.868774
	Iteration 18Q: 3 clusters Score -46506.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46506.023438 Penalty: 2031.868774
	Iteration 19F: 3 clusters Score -46506.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Entering Unmasked Estep 
Score: -586247.000000 Penalty: 1402.488770
	Iteration 0F: 2 clusters Score -586247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -581906.875000 Penalty: 2804.977539
	Iteration 0F: 3 clusters Score -581906.9 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -583330.812500 Penalty: 2804.977539
	Iteration 1F: 3 clusters Score -583330.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -583774.687500 Penalty: 2804.977539
	Iteration 2F: 3 clusters Score -583774.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -584218.625000 Penalty: 2804.977539
	Iteration 3F: 3 clusters Score -584218.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -584649.312500 Penalty: 2804.977539
	Iteration 4F: 3 clusters Score -584649.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -585003.812500 Penalty: 2804.977539
	Iteration 5F: 3 clusters Score -585003.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -585223.812500 Penalty: 2804.977539
	Iteration 6Q: 3 clusters Score -585223.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -585363.187500 Penalty: 2804.977539
	Iteration 7Q: 3 clusters Score -585363.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -585474.000000 Penalty: 2804.977539
	Iteration 8Q: 3 clusters Score -585474 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -585550.750000 Penalty: 2804.977539
	Iteration 9Q: 3 clusters Score -585550.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -585617.937500 Penalty: 2804.977539
	Iteration 10Q: 3 clusters Score -585617.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -585658.312500 Penalty: 2804.977539
	Iteration 11Q: 3 clusters Score -585658.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -585682.937500 Penalty: 2804.977539
	Iteration 12Q: 3 clusters Score -585682.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -585696.312500 Penalty: 2804.977539
	Iteration 13Q: 3 clusters Score -585696.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -585709.187500 Penalty: 2804.977539
	Iteration 14Q: 3 clusters Score -585709.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -585722.812500 Penalty: 2804.977539
	Iteration 15Q: 3 clusters Score -585722.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -585735.625000 Penalty: 2804.977539
	Iteration 16Q: 3 clusters Score -585735.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -585751.625000 Penalty: 2804.977539
	Iteration 17Q: 3 clusters Score -585751.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -585769.187500 Penalty: 2804.977539
	Iteration 18Q: 3 clusters Score -585769.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -585792.562500 Penalty: 2804.977539
	Iteration 19Q: 3 clusters Score -585792.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -585817.625000 Penalty: 2804.977539
	Iteration 20F: 3 clusters Score -585817.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -585841.937500 Penalty: 2804.977539
	Iteration 21Q: 3 clusters Score -585841.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -585859.000000 Penalty: 2804.977539
	Iteration 22Q: 3 clusters Score -585859 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -585876.375000 Penalty: 2804.977539
	Iteration 23Q: 3 clusters Score -585876.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -585893.687500 Penalty: 2804.977539
	Iteration 24Q: 3 clusters Score -585893.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -585921.750000 Penalty: 2804.977539
	Iteration 25Q: 3 clusters Score -585921.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -585945.875000 Penalty: 2804.977539
	Iteration 26Q: 3 clusters Score -585945.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -585971.812500 Penalty: 2804.977539
	Iteration 27Q: 3 clusters Score -585971.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -586001.125000 Penalty: 2804.977539
	Iteration 28Q: 3 clusters Score -586001.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -586040.750000 Penalty: 2804.977539
	Iteration 29Q: 3 clusters Score -586040.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -586095.437500 Penalty: 2804.977539
	Iteration 30Q: 3 clusters Score -586095.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -586140.875000 Penalty: 2804.977539
	Iteration 31Q: 3 clusters Score -586140.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -586169.500000 Penalty: 2804.977539
	Iteration 32Q: 3 clusters Score -586169.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -586187.375000 Penalty: 2804.977539
	Iteration 33Q: 3 clusters Score -586187.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -586199.812500 Penalty: 2804.977539
	Iteration 34Q: 3 clusters Score -586199.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -586205.125000 Penalty: 2804.977539
	Iteration 35Q: 3 clusters Score -586205.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -586208.625000 Penalty: 2804.977539
	Iteration 36Q: 3 clusters Score -586208.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -586207.937500 Penalty: 2804.977539
	Iteration 37Q: 3 clusters Score -586207.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -586209.500000 Penalty: 2804.977539
	Iteration 38Q: 3 clusters Score -586209.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -586211.000000 Penalty: 2804.977539
	Iteration 39Q: 3 clusters Score -586211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -586212.000000 Penalty: 2804.977539
	Iteration 40F: 3 clusters Score -586212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Entering Unmasked Estep 
Score: -3248168.000000 Penalty: 1678.071899
	Iteration 0F: 2 clusters Score -3248168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -3227572.500000 Penalty: 3356.143799
	Iteration 0F: 3 clusters Score -3227572 nChanged 14012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -3235490.750000 Penalty: 3356.143799
	Iteration 1F: 3 clusters Score -3235491 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3235845.750000 Penalty: 3356.143799
	Iteration 2Q: 3 clusters Score -3235846 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3236234.250000 Penalty: 3356.143799
	Iteration 3Q: 3 clusters Score -3236234 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3236594.250000 Penalty: 3356.143799
	Iteration 4Q: 3 clusters Score -3236594 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -3237042.000000 Penalty: 3356.143799
	Iteration 5Q: 3 clusters Score -3237042 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -3237561.750000 Penalty: 3356.143799
	Iteration 6Q: 3 clusters Score -3237562 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -3238254.500000 Penalty: 3356.143799
	Iteration 7Q: 3 clusters Score -3238254 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -3239204.750000 Penalty: 3356.143799
	Iteration 8F: 3 clusters Score -3239205 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -3240448.500000 Penalty: 3356.143799
	Iteration 9F: 3 clusters Score -3240448 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -3241980.000000 Penalty: 3356.143799
	Iteration 10F: 3 clusters Score -3241980 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -3243606.500000 Penalty: 3356.143799
	Iteration 11F: 3 clusters Score -3243606 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3244910.000000 Penalty: 3356.143799
	Iteration 12Q: 3 clusters Score -3244910 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3245742.250000 Penalty: 3356.143799
	Iteration 13Q: 3 clusters Score -3245742 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3246227.000000 Penalty: 3356.143799
	Iteration 14Q: 3 clusters Score -3246227 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3246505.500000 Penalty: 3356.143799
	Iteration 15Q: 3 clusters Score -3246506 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3246631.250000 Penalty: 3356.143799
	Iteration 16Q: 3 clusters Score -3246631 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3246708.000000 Penalty: 3356.143799
	Iteration 17Q: 3 clusters Score -3246708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3246758.500000 Penalty: 3356.143799
	Iteration 18Q: 3 clusters Score -3246758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3246797.750000 Penalty: 3356.143799
	Iteration 19Q: 3 clusters Score -3246798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3246828.250000 Penalty: 3356.143799
	Iteration 20F: 3 clusters Score -3246828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3246840.000000 Penalty: 3356.143799
	Iteration 21Q: 3 clusters Score -3246840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3246851.500000 Penalty: 3356.143799
	Iteration 22Q: 3 clusters Score -3246852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3246859.000000 Penalty: 3356.143799
	Iteration 23Q: 3 clusters Score -3246859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3246862.750000 Penalty: 3356.143799
	Iteration 24Q: 3 clusters Score -3246863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3246868.750000 Penalty: 3356.143799
	Iteration 25Q: 3 clusters Score -3246869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3246869.250000 Penalty: 3356.143799
	Iteration 26Q: 3 clusters Score -3246869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3246869.250000 Penalty: 3356.143799
	Iteration 27F: 3 clusters Score -3246869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Entering Unmasked Estep 
Score: -1111088.000000 Penalty: 1505.365234
	Iteration 0F: 2 clusters Score -1111088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1103618.375000 Penalty: 3010.730469
	Iteration 0F: 3 clusters Score -1103618 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1105923.500000 Penalty: 3010.730469
	Iteration 1F: 3 clusters Score -1105924 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1106162.625000 Penalty: 3010.730469
	Iteration 2F: 3 clusters Score -1106163 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1106398.625000 Penalty: 3010.730469
	Iteration 3Q: 3 clusters Score -1106399 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1106642.375000 Penalty: 3010.730469
	Iteration 4Q: 3 clusters Score -1106642 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1106931.250000 Penalty: 3010.730469
	Iteration 5F: 3 clusters Score -1106931 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1107313.500000 Penalty: 3010.730469
	Iteration 6F: 3 clusters Score -1107314 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1107796.125000 Penalty: 3010.730469
	Iteration 7F: 3 clusters Score -1107796 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1108290.625000 Penalty: 3010.730469
	Iteration 8F: 3 clusters Score -1108291 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1108709.750000 Penalty: 3010.730469
	Iteration 9F: 3 clusters Score -1108710 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1108987.500000 Penalty: 3010.730469
	Iteration 10Q: 3 clusters Score -1108988 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1109174.250000 Penalty: 3010.730469
	Iteration 11Q: 3 clusters Score -1109174 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1109317.875000 Penalty: 3010.730469
	Iteration 12Q: 3 clusters Score -1109318 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1109443.375000 Penalty: 3010.730469
	Iteration 13Q: 3 clusters Score -1109443 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1109535.500000 Penalty: 3010.730469
	Iteration 14Q: 3 clusters Score -1109536 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1109614.750000 Penalty: 3010.730469
	Iteration 15Q: 3 clusters Score -1109615 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1109685.500000 Penalty: 3010.730469
	Iteration 16Q: 3 clusters Score -1109686 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1109749.625000 Penalty: 3010.730469
	Iteration 17Q: 3 clusters Score -1109750 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1109797.250000 Penalty: 3010.730469
	Iteration 18Q: 3 clusters Score -1109797 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1109827.000000 Penalty: 3010.730469
	Iteration 19Q: 3 clusters Score -1109827 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1109846.875000 Penalty: 3010.730469
	Iteration 20F: 3 clusters Score -1109847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1109863.375000 Penalty: 3010.730469
	Iteration 21Q: 3 clusters Score -1109863 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1109879.250000 Penalty: 3010.730469
	Iteration 22Q: 3 clusters Score -1109879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1109889.375000 Penalty: 3010.730469
	Iteration 23Q: 3 clusters Score -1109889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1109902.125000 Penalty: 3010.730469
	Iteration 24Q: 3 clusters Score -1109902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1109906.375000 Penalty: 3010.730469
	Iteration 25Q: 3 clusters Score -1109906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1109910.875000 Penalty: 3010.730469
	Iteration 26Q: 3 clusters Score -1109911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1109912.250000 Penalty: 3010.730469
	Iteration 27Q: 3 clusters Score -1109912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1109912.500000 Penalty: 3010.730469
	Iteration 28Q: 3 clusters Score -1109912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1109914.625000 Penalty: 3010.730469
	Iteration 29Q: 3 clusters Score -1109915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1109916.500000 Penalty: 3010.730469
	Iteration 30Q: 3 clusters Score -1109916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1109916.500000 Penalty: 3010.730469
	Iteration 31F: 3 clusters Score -1109916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Entering Unmasked Estep 
Score: -255195.328125 Penalty: 1271.277344
	Iteration 0F: 2 clusters Score -255195.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -252835.375000 Penalty: 2542.554688
	Iteration 0F: 3 clusters Score -252835.4 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -253442.406250 Penalty: 2542.554688
	Iteration 1F: 3 clusters Score -253442.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -253578.562500 Penalty: 2542.554688
	Iteration 2F: 3 clusters Score -253578.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -253672.046875 Penalty: 2542.554688
	Iteration 3F: 3 clusters Score -253672 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -253761.781250 Penalty: 2542.554688
	Iteration 4F: 3 clusters Score -253761.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -253847.812500 Penalty: 2542.554688
	Iteration 5Q: 3 clusters Score -253847.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -253931.015625 Penalty: 2542.554688
	Iteration 6Q: 3 clusters Score -253931 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -254035.640625 Penalty: 2542.554688
	Iteration 7Q: 3 clusters Score -254035.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -254112.484375 Penalty: 2542.554688
	Iteration 8Q: 3 clusters Score -254112.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -254185.390625 Penalty: 2542.554688
	Iteration 9Q: 3 clusters Score -254185.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -254233.734375 Penalty: 2542.554688
	Iteration 10Q: 3 clusters Score -254233.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -254252.953125 Penalty: 2542.554688
	Iteration 11Q: 3 clusters Score -254253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -254266.421875 Penalty: 2542.554688
	Iteration 12Q: 3 clusters Score -254266.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -254274.421875 Penalty: 2542.554688
	Iteration 13Q: 3 clusters Score -254274.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -254279.031250 Penalty: 2542.554688
	Iteration 14Q: 3 clusters Score -254279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -254283.828125 Penalty: 2542.554688
	Iteration 15Q: 3 clusters Score -254283.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -254287.046875 Penalty: 2542.554688
	Iteration 16Q: 3 clusters Score -254287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -254288.750000 Penalty: 2542.554688
	Iteration 17Q: 3 clusters Score -254288.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -254290.484375 Penalty: 2542.554688
	Iteration 18Q: 3 clusters Score -254290.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -254291.687500 Penalty: 2542.554688
	Iteration 19Q: 3 clusters Score -254291.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -254291.687500 Penalty: 2542.554688
	Iteration 20F: 3 clusters Score -254291.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Entering Unmasked Estep 
Score: -1781204.000000 Penalty: 1580.364014
	Iteration 0F: 2 clusters Score -1781204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1769664.375000 Penalty: 3160.728027
	Iteration 0F: 3 clusters Score -1769664 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1773704.000000 Penalty: 3160.728027
	Iteration 1F: 3 clusters Score -1773704 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1773996.625000 Penalty: 3160.728027
	Iteration 2Q: 3 clusters Score -1773997 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1774290.500000 Penalty: 3160.728027
	Iteration 3Q: 3 clusters Score -1774290 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1774620.250000 Penalty: 3160.728027
	Iteration 4Q: 3 clusters Score -1774620 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1775035.875000 Penalty: 3160.728027
	Iteration 5Q: 3 clusters Score -1775036 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1775584.750000 Penalty: 3160.728027
	Iteration 6F: 3 clusters Score -1775585 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1776248.750000 Penalty: 3160.728027
	Iteration 7F: 3 clusters Score -1776249 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1776987.875000 Penalty: 3160.728027
	Iteration 8F: 3 clusters Score -1776988 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1777667.000000 Penalty: 3160.728027
	Iteration 9F: 3 clusters Score -1777667 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1778211.000000 Penalty: 3160.728027
	Iteration 10Q: 3 clusters Score -1778211 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1778605.250000 Penalty: 3160.728027
	Iteration 11Q: 3 clusters Score -1778605 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1778821.000000 Penalty: 3160.728027
	Iteration 12Q: 3 clusters Score -1778821 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1778992.750000 Penalty: 3160.728027
	Iteration 13Q: 3 clusters Score -1778993 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1779138.500000 Penalty: 3160.728027
	Iteration 14Q: 3 clusters Score -1779138 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1779254.875000 Penalty: 3160.728027
	Iteration 15Q: 3 clusters Score -1779255 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1779363.750000 Penalty: 3160.728027
	Iteration 16Q: 3 clusters Score -1779364 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1779453.500000 Penalty: 3160.728027
	Iteration 17Q: 3 clusters Score -1779454 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1779528.000000 Penalty: 3160.728027
	Iteration 18Q: 3 clusters Score -1779528 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1779599.250000 Penalty: 3160.728027
	Iteration 19Q: 3 clusters Score -1779599 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1779647.875000 Penalty: 3160.728027
	Iteration 20F: 3 clusters Score -1779648 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1779707.375000 Penalty: 3160.728027
	Iteration 21Q: 3 clusters Score -1779707 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1779757.000000 Penalty: 3160.728027
	Iteration 22Q: 3 clusters Score -1779757 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1779799.500000 Penalty: 3160.728027
	Iteration 23Q: 3 clusters Score -1779800 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -1779853.125000 Penalty: 3160.728027
	Iteration 24Q: 3 clusters Score -1779853 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1779900.375000 Penalty: 3160.728027
	Iteration 25Q: 3 clusters Score -1779900 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -1779942.500000 Penalty: 3160.728027
	Iteration 26Q: 3 clusters Score -1779942 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -1779975.125000 Penalty: 3160.728027
	Iteration 27Q: 3 clusters Score -1779975 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1780004.000000 Penalty: 3160.728027
	Iteration 28Q: 3 clusters Score -1780004 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1780036.750000 Penalty: 3160.728027
	Iteration 29Q: 3 clusters Score -1780037 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -1780059.250000 Penalty: 3160.728027
	Iteration 30Q: 3 clusters Score -1780059 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1780077.625000 Penalty: 3160.728027
	Iteration 31Q: 3 clusters Score -1780078 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1780093.250000 Penalty: 3160.728027
	Iteration 32Q: 3 clusters Score -1780093 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -1780108.000000 Penalty: 3160.728027
	Iteration 33Q: 3 clusters Score -1780108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1780113.000000 Penalty: 3160.728027
	Iteration 34Q: 3 clusters Score -1780113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -1780123.500000 Penalty: 3160.728027
	Iteration 35Q: 3 clusters Score -1780124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -1780130.500000 Penalty: 3160.728027
	Iteration 36Q: 3 clusters Score -1780130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1780138.500000 Penalty: 3160.728027
	Iteration 37Q: 3 clusters Score -1780138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1780148.625000 Penalty: 3160.728027
	Iteration 38Q: 3 clusters Score -1780149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -1780152.750000 Penalty: 3160.728027
	Iteration 39Q: 3 clusters Score -1780153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1780154.000000 Penalty: 3160.728027
	Iteration 40F: 3 clusters Score -1780154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -1780160.000000 Penalty: 3160.728027
	Iteration 41Q: 3 clusters Score -1780160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -1780166.875000 Penalty: 3160.728027
	Iteration 42Q: 3 clusters Score -1780167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -1780165.625000 Penalty: 3160.728027
	Iteration 43Q: 3 clusters Score -1780166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -1780166.375000 Penalty: 3160.728027
	Iteration 44Q: 3 clusters Score -1780166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -1780167.750000 Penalty: 3160.728027
	Iteration 45Q: 3 clusters Score -1780168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -1780173.000000 Penalty: 3160.728027
	Iteration 46Q: 3 clusters Score -1780173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -1780174.375000 Penalty: 3160.728027
	Iteration 47Q: 3 clusters Score -1780174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -1780172.125000 Penalty: 3160.728027
	Iteration 48Q: 3 clusters Score -1780172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -1780173.250000 Penalty: 3160.728027
	Iteration 49Q: 3 clusters Score -1780173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1780175.750000 Penalty: 3160.728027
	Iteration 50Q: 3 clusters Score -1780176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1780176.625000 Penalty: 3160.728027
	Iteration 51Q: 3 clusters Score -1780177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -1780176.625000 Penalty: 3160.728027
	Iteration 52Q: 3 clusters Score -1780177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -1780178.625000 Penalty: 3160.728027
	Iteration 53Q: 3 clusters Score -1780179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1780179.500000 Penalty: 3160.728027
	Iteration 54Q: 3 clusters Score -1780180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1780179.500000 Penalty: 3160.728027
	Iteration 55F: 3 clusters Score -1780180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Entering Unmasked Estep 
Score: -545784.000000 Penalty: 1390.698364
	Iteration 0F: 2 clusters Score -545784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -541676.250000 Penalty: 2781.396729
	Iteration 0F: 3 clusters Score -541676.2 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -542799.000000 Penalty: 2781.396729
	Iteration 1F: 3 clusters Score -542799 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -542981.625000 Penalty: 2781.396729
	Iteration 2F: 3 clusters Score -542981.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -543106.000000 Penalty: 2781.396729
	Iteration 3F: 3 clusters Score -543106 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -543185.062500 Penalty: 2781.396729
	Iteration 4Q: 3 clusters Score -543185.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -543236.187500 Penalty: 2781.396729
	Iteration 5Q: 3 clusters Score -543236.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -543286.437500 Penalty: 2781.396729
	Iteration 6Q: 3 clusters Score -543286.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -543330.750000 Penalty: 2781.396729
	Iteration 7Q: 3 clusters Score -543330.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -543369.437500 Penalty: 2781.396729
	Iteration 8Q: 3 clusters Score -543369.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -543408.687500 Penalty: 2781.396729
	Iteration 9Q: 3 clusters Score -543408.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -543447.687500 Penalty: 2781.396729
	Iteration 10Q: 3 clusters Score -543447.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -543485.125000 Penalty: 2781.396729
	Iteration 11Q: 3 clusters Score -543485.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -543532.187500 Penalty: 2781.396729
	Iteration 12Q: 3 clusters Score -543532.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -543588.750000 Penalty: 2781.396729
	Iteration 13Q: 3 clusters Score -543588.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -543644.625000 Penalty: 2781.396729
	Iteration 14Q: 3 clusters Score -543644.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -543705.375000 Penalty: 2781.396729
	Iteration 15Q: 3 clusters Score -543705.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -543772.875000 Penalty: 2781.396729
	Iteration 16Q: 3 clusters Score -543772.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -543849.500000 Penalty: 2781.396729
	Iteration 17Q: 3 clusters Score -543849.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -543931.562500 Penalty: 2781.396729
	Iteration 18Q: 3 clusters Score -543931.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -544023.312500 Penalty: 2781.396729
	Iteration 19Q: 3 clusters Score -544023.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -544108.937500 Penalty: 2781.396729
	Iteration 20F: 3 clusters Score -544108.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -544185.125000 Penalty: 2781.396729
	Iteration 21Q: 3 clusters Score -544185.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -544261.375000 Penalty: 2781.396729
	Iteration 22Q: 3 clusters Score -544261.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -544320.437500 Penalty: 2781.396729
	Iteration 23Q: 3 clusters Score -544320.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -544367.500000 Penalty: 2781.396729
	Iteration 24Q: 3 clusters Score -544367.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -544422.000000 Penalty: 2781.396729
	Iteration 25Q: 3 clusters Score -544422 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -544469.187500 Penalty: 2781.396729
	Iteration 26Q: 3 clusters Score -544469.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -544493.687500 Penalty: 2781.396729
	Iteration 27Q: 3 clusters Score -544493.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -544511.937500 Penalty: 2781.396729
	Iteration 28Q: 3 clusters Score -544511.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -544525.750000 Penalty: 2781.396729
	Iteration 29Q: 3 clusters Score -544525.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -544536.687500 Penalty: 2781.396729
	Iteration 30Q: 3 clusters Score -544536.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -544548.625000 Penalty: 2781.396729
	Iteration 31Q: 3 clusters Score -544548.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -544555.562500 Penalty: 2781.396729
	Iteration 32Q: 3 clusters Score -544555.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -544563.625000 Penalty: 2781.396729
	Iteration 33Q: 3 clusters Score -544563.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -544568.812500 Penalty: 2781.396729
	Iteration 34Q: 3 clusters Score -544568.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -544574.312500 Penalty: 2781.396729
	Iteration 35Q: 3 clusters Score -544574.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -544581.187500 Penalty: 2781.396729
	Iteration 36Q: 3 clusters Score -544581.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -544585.937500 Penalty: 2781.396729
	Iteration 37Q: 3 clusters Score -544585.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -544591.375000 Penalty: 2781.396729
	Iteration 38Q: 3 clusters Score -544591.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -544595.687500 Penalty: 2781.396729
	Iteration 39Q: 3 clusters Score -544595.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -544597.500000 Penalty: 2781.396729
	Iteration 40F: 3 clusters Score -544597.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -544598.500000 Penalty: 2781.396729
	Iteration 41Q: 3 clusters Score -544598.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -544599.187500 Penalty: 2781.396729
	Iteration 42Q: 3 clusters Score -544599.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -544599.375000 Penalty: 2781.396729
	Iteration 43Q: 3 clusters Score -544599.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -544599.375000 Penalty: 2781.396729
	Iteration 44F: 3 clusters Score -544599.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Entering Unmasked Estep 
Score: -2350638.000000 Penalty: 1628.131226
	Iteration 0F: 2 clusters Score -2350638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2335479.000000 Penalty: 3256.262451
	Iteration 0F: 3 clusters Score -2335479 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2341147.250000 Penalty: 3256.262451
	Iteration 1F: 3 clusters Score -2341147 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2341507.250000 Penalty: 3256.262451
	Iteration 2Q: 3 clusters Score -2341507 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2341797.750000 Penalty: 3256.262451
	Iteration 3Q: 3 clusters Score -2341798 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2342100.000000 Penalty: 3256.262451
	Iteration 4Q: 3 clusters Score -2342100 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2342370.250000 Penalty: 3256.262451
	Iteration 5Q: 3 clusters Score -2342370 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2342639.500000 Penalty: 3256.262451
	Iteration 6Q: 3 clusters Score -2342640 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2342944.500000 Penalty: 3256.262451
	Iteration 7Q: 3 clusters Score -2342944 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2343225.500000 Penalty: 3256.262451
	Iteration 8Q: 3 clusters Score -2343226 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2343496.000000 Penalty: 3256.262451
	Iteration 9Q: 3 clusters Score -2343496 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2343776.000000 Penalty: 3256.262451
	Iteration 10Q: 3 clusters Score -2343776 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2344025.000000 Penalty: 3256.262451
	Iteration 11Q: 3 clusters Score -2344025 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2344262.500000 Penalty: 3256.262451
	Iteration 12Q: 3 clusters Score -2344262 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -2344519.000000 Penalty: 3256.262451
	Iteration 13Q: 3 clusters Score -2344519 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2344801.250000 Penalty: 3256.262451
	Iteration 14Q: 3 clusters Score -2344801 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2345060.750000 Penalty: 3256.262451
	Iteration 15Q: 3 clusters Score -2345061 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2345356.750000 Penalty: 3256.262451
	Iteration 16Q: 3 clusters Score -2345357 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2345620.750000 Penalty: 3256.262451
	Iteration 17Q: 3 clusters Score -2345621 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2345836.250000 Penalty: 3256.262451
	Iteration 18Q: 3 clusters Score -2345836 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2346051.500000 Penalty: 3256.262451
	Iteration 19Q: 3 clusters Score -2346052 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2346234.250000 Penalty: 3256.262451
	Iteration 20F: 3 clusters Score -2346234 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2346382.250000 Penalty: 3256.262451
	Iteration 21Q: 3 clusters Score -2346382 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2346526.500000 Penalty: 3256.262451
	Iteration 22Q: 3 clusters Score -2346526 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2346663.500000 Penalty: 3256.262451
	Iteration 23Q: 3 clusters Score -2346664 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2346775.750000 Penalty: 3256.262451
	Iteration 24Q: 3 clusters Score -2346776 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2346879.750000 Penalty: 3256.262451
	Iteration 25Q: 3 clusters Score -2346880 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2347003.000000 Penalty: 3256.262451
	Iteration 26Q: 3 clusters Score -2347003 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -2347143.250000 Penalty: 3256.262451
	Iteration 27Q: 3 clusters Score -2347143 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2347301.250000 Penalty: 3256.262451
	Iteration 28Q: 3 clusters Score -2347301 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2347471.000000 Penalty: 3256.262451
	Iteration 29Q: 3 clusters Score -2347471 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2347644.750000 Penalty: 3256.262451
	Iteration 30Q: 3 clusters Score -2347645 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2347814.750000 Penalty: 3256.262451
	Iteration 31Q: 3 clusters Score -2347815 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2348002.500000 Penalty: 3256.262451
	Iteration 32Q: 3 clusters Score -2348002 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2348196.250000 Penalty: 3256.262451
	Iteration 33Q: 3 clusters Score -2348196 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2348402.000000 Penalty: 3256.262451
	Iteration 34Q: 3 clusters Score -2348402 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -2348582.750000 Penalty: 3256.262451
	Iteration 35Q: 3 clusters Score -2348583 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -2348733.500000 Penalty: 3256.262451
	Iteration 36Q: 3 clusters Score -2348734 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2348889.500000 Penalty: 3256.262451
	Iteration 37Q: 3 clusters Score -2348890 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -2349032.000000 Penalty: 3256.262451
	Iteration 38Q: 3 clusters Score -2349032 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -2349126.000000 Penalty: 3256.262451
	Iteration 39Q: 3 clusters Score -2349126 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -2349201.750000 Penalty: 3256.262451
	Iteration 40F: 3 clusters Score -2349202 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -2349259.750000 Penalty: 3256.262451
	Iteration 41Q: 3 clusters Score -2349260 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -2349315.500000 Penalty: 3256.262451
	Iteration 42Q: 3 clusters Score -2349316 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -2349346.500000 Penalty: 3256.262451
	Iteration 43Q: 3 clusters Score -2349346 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -2349372.250000 Penalty: 3256.262451
	Iteration 44Q: 3 clusters Score -2349372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -2349388.250000 Penalty: 3256.262451
	Iteration 45Q: 3 clusters Score -2349388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -2349398.000000 Penalty: 3256.262451
	Iteration 46Q: 3 clusters Score -2349398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -2349405.000000 Penalty: 3256.262451
	Iteration 47Q: 3 clusters Score -2349405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -2349413.500000 Penalty: 3256.262451
	Iteration 48Q: 3 clusters Score -2349414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -2349426.750000 Penalty: 3256.262451
	Iteration 49Q: 3 clusters Score -2349427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -2349433.750000 Penalty: 3256.262451
	Iteration 50Q: 3 clusters Score -2349434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -2349438.500000 Penalty: 3256.262451
	Iteration 51Q: 3 clusters Score -2349438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -2349452.250000 Penalty: 3256.262451
	Iteration 52Q: 3 clusters Score -2349452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -2349461.250000 Penalty: 3256.262451
	Iteration 53Q: 3 clusters Score -2349461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2349476.000000 Penalty: 3256.262451
	Iteration 54Q: 3 clusters Score -2349476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -2349482.750000 Penalty: 3256.262451
	Iteration 55Q: 3 clusters Score -2349483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -2349485.000000 Penalty: 3256.262451
	Iteration 56Q: 3 clusters Score -2349485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -2349491.250000 Penalty: 3256.262451
	Iteration 57Q: 3 clusters Score -2349491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -2349490.000000 Penalty: 3256.262451
	Iteration 58Q: 3 clusters Score -2349490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -2349494.500000 Penalty: 3256.262451
	Iteration 59Q: 3 clusters Score -2349494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -2349497.000000 Penalty: 3256.262451
	Iteration 60F: 3 clusters Score -2349497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -2349495.500000 Penalty: 3256.262451
	Iteration 61Q: 3 clusters Score -2349496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -2349496.500000 Penalty: 3256.262451
	Iteration 62Q: 3 clusters Score -2349496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -2349500.500000 Penalty: 3256.262451
	Iteration 63Q: 3 clusters Score -2349500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -2349500.000000 Penalty: 3256.262451
	Iteration 64Q: 3 clusters Score -2349500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -2349505.250000 Penalty: 3256.262451
	Iteration 65Q: 3 clusters Score -2349505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -2349511.000000 Penalty: 3256.262451
	Iteration 66Q: 3 clusters Score -2349511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -2349510.750000 Penalty: 3256.262451
	Iteration 67Q: 3 clusters Score -2349511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -2349511.000000 Penalty: 3256.262451
	Iteration 68Q: 3 clusters Score -2349511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -2349512.500000 Penalty: 3256.262451
	Iteration 69Q: 3 clusters Score -2349512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -2349512.250000 Penalty: 3256.262451
	Iteration 70Q: 3 clusters Score -2349512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -2349515.000000 Penalty: 3256.262451
	Iteration 71Q: 3 clusters Score -2349515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -2349512.750000 Penalty: 3256.262451
	Iteration 72Q: 3 clusters Score -2349513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -2349516.500000 Penalty: 3256.262451
	Iteration 73Q: 3 clusters Score -2349516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -2349516.500000 Penalty: 3256.262451
	Iteration 74F: 3 clusters Score -2349516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (128826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128826 members 
Entering Unmasked Estep 
Score: -13830121.000000 Penalty: 1912.010498
	Iteration 0F: 2 clusters Score -1.383012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64189 members 
Mstep: Class 2 contains 64637 members 
Entering Unmasked Estep 
Score: -13744114.000000 Penalty: 3824.020996
	Iteration 0F: 3 clusters Score -1.374411e+07 nChanged 61854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61381 members 
Mstep: Class 2 contains 67445 members 
Entering Unmasked Estep 
Score: -13780529.000000 Penalty: 3824.020996
	Iteration 1F: 3 clusters Score -1.378053e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60092 members 
Mstep: Class 2 contains 68734 members 
Entering Unmasked Estep 
Score: -13781784.000000 Penalty: 3824.020996
	Iteration 2Q: 3 clusters Score -1.378178e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58281 members 
Mstep: Class 2 contains 70545 members 
Entering Unmasked Estep 
Score: -13783851.000000 Penalty: 3824.020996
	Iteration 3Q: 3 clusters Score -1.378385e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55620 members 
Mstep: Class 2 contains 73206 members 
Entering Unmasked Estep 
Score: -13786752.000000 Penalty: 3824.020996
	Iteration 4Q: 3 clusters Score -1.378675e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 76872 members 
Entering Unmasked Estep 
Score: -13790565.000000 Penalty: 3824.020996
	Iteration 5F: 3 clusters Score -1.379056e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 81810 members 
Entering Unmasked Estep 
Score: -13795398.000000 Penalty: 3824.020996
	Iteration 6F: 3 clusters Score -1.37954e+07 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 88009 members 
Entering Unmasked Estep 
Score: -13800682.000000 Penalty: 3824.020996
	Iteration 7F: 3 clusters Score -1.380068e+07 nChanged 7764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 95173 members 
Entering Unmasked Estep 
Score: -13806250.000000 Penalty: 3824.020996
	Iteration 8F: 3 clusters Score -1.380625e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 102619 members 
Entering Unmasked Estep 
Score: -13811887.000000 Penalty: 3824.020996
	Iteration 9F: 3 clusters Score -1.381189e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 109619 members 
Entering Unmasked Estep 
Score: -13816828.000000 Penalty: 3824.020996
	Iteration 10F: 3 clusters Score -1.381683e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 115397 members 
Entering Unmasked Estep 
Score: -13820846.000000 Penalty: 3824.020996
	Iteration 11Q: 3 clusters Score -1.382085e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 119847 members 
Entering Unmasked Estep 
Score: -13823896.000000 Penalty: 3824.020996
	Iteration 12Q: 3 clusters Score -1.38239e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 122773 members 
Entering Unmasked Estep 
Score: -13825689.000000 Penalty: 3824.020996
	Iteration 13Q: 3 clusters Score -1.382569e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 124608 members 
Entering Unmasked Estep 
Score: -13826647.000000 Penalty: 3824.020996
	Iteration 14Q: 3 clusters Score -1.382665e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 125780 members 
Entering Unmasked Estep 
Score: -13827327.000000 Penalty: 3824.020996
	Iteration 15Q: 3 clusters Score -1.382733e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 126543 members 
Entering Unmasked Estep 
Score: -13827769.000000 Penalty: 3824.020996
	Iteration 16Q: 3 clusters Score -1.382777e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 127034 members 
Entering Unmasked Estep 
Score: -13828046.000000 Penalty: 3824.020996
	Iteration 17Q: 3 clusters Score -1.382805e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 127346 members 
Entering Unmasked Estep 
Score: -13828181.000000 Penalty: 3824.020996
	Iteration 18Q: 3 clusters Score -1.382818e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 127546 members 
Entering Unmasked Estep 
Score: -13828301.000000 Penalty: 3824.020996
	Iteration 19Q: 3 clusters Score -1.38283e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 127677 members 
Entering Unmasked Estep 
Score: -13828358.000000 Penalty: 3824.020996
	Iteration 20F: 3 clusters Score -1.382836e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 127769 members 
Entering Unmasked Estep 
Score: -13828420.000000 Penalty: 3824.020996
	Iteration 21Q: 3 clusters Score -1.382842e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 127840 members 
Entering Unmasked Estep 
Score: -13828461.000000 Penalty: 3824.020996
	Iteration 22Q: 3 clusters Score -1.382846e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 127893 members 
Entering Unmasked Estep 
Score: -13828527.000000 Penalty: 3824.020996
	Iteration 23Q: 3 clusters Score -1.382853e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 127938 members 
Entering Unmasked Estep 
Score: -13828545.000000 Penalty: 3824.020996
	Iteration 24Q: 3 clusters Score -1.382854e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 127979 members 
Entering Unmasked Estep 
Score: -13828569.000000 Penalty: 3824.020996
	Iteration 25Q: 3 clusters Score -1.382857e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 128004 members 
Entering Unmasked Estep 
Score: -13828589.000000 Penalty: 3824.020996
	Iteration 26Q: 3 clusters Score -1.382859e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 128024 members 
Entering Unmasked Estep 
Score: -13828617.000000 Penalty: 3824.020996
	Iteration 27Q: 3 clusters Score -1.382862e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 128041 members 
Entering Unmasked Estep 
Score: -13828623.000000 Penalty: 3824.020996
	Iteration 28Q: 3 clusters Score -1.382862e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 128056 members 
Entering Unmasked Estep 
Score: -13828614.000000 Penalty: 3824.020996
	Iteration 29Q: 3 clusters Score -1.382861e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 128067 members 
Entering Unmasked Estep 
Score: -13828617.000000 Penalty: 3824.020996
	Iteration 30Q: 3 clusters Score -1.382862e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 128079 members 
Entering Unmasked Estep 
Score: -13828627.000000 Penalty: 3824.020996
	Iteration 31Q: 3 clusters Score -1.382863e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 128096 members 
Entering Unmasked Estep 
Score: -13828639.000000 Penalty: 3824.020996
	Iteration 32Q: 3 clusters Score -1.382864e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 128109 members 
Entering Unmasked Estep 
Score: -13828637.000000 Penalty: 3824.020996
	Iteration 33Q: 3 clusters Score -1.382864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 128118 members 
Entering Unmasked Estep 
Score: -13828637.000000 Penalty: 3824.020996
	Iteration 34Q: 3 clusters Score -1.382864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 128126 members 
Entering Unmasked Estep 
Score: -13828651.000000 Penalty: 3824.020996
	Iteration 35Q: 3 clusters Score -1.382865e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 128136 members 
Entering Unmasked Estep 
Score: -13828647.000000 Penalty: 3824.020996
	Iteration 36Q: 3 clusters Score -1.382865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 128145 members 
Entering Unmasked Estep 
Score: -13828643.000000 Penalty: 3824.020996
	Iteration 37Q: 3 clusters Score -1.382864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 128150 members 
Entering Unmasked Estep 
Score: -13828648.000000 Penalty: 3824.020996
	Iteration 38Q: 3 clusters Score -1.382865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 128154 members 
Entering Unmasked Estep 
Score: -13828646.000000 Penalty: 3824.020996
	Iteration 39Q: 3 clusters Score -1.382865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 128155 members 
Entering Unmasked Estep 
Score: -13828650.000000 Penalty: 3824.020996
	Iteration 40F: 3 clusters Score -1.382865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 128156 members 
Entering Unmasked Estep 
Score: -13828641.000000 Penalty: 3824.020996
	Iteration 41Q: 3 clusters Score -1.382864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 128155 members 
Entering Unmasked Estep 
Score: -13828645.000000 Penalty: 3824.020996
	Iteration 42Q: 3 clusters Score -1.382864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 128153 members 
Entering Unmasked Estep 
Score: -13828644.000000 Penalty: 3824.020996
	Iteration 43Q: 3 clusters Score -1.382864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 128153 members 
Entering Unmasked Estep 
Score: -13828652.000000 Penalty: 3824.020996
	Iteration 44Q: 3 clusters Score -1.382865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 128158 members 
Entering Unmasked Estep 
Score: -13828663.000000 Penalty: 3824.020996
	Iteration 45Q: 3 clusters Score -1.382866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 128157 members 
Entering Unmasked Estep 
Score: -13828660.000000 Penalty: 3824.020996
	Iteration 46Q: 3 clusters Score -1.382866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 128159 members 
Entering Unmasked Estep 
Score: -13828661.000000 Penalty: 3824.020996
	Iteration 47Q: 3 clusters Score -1.382866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 128162 members 
Entering Unmasked Estep 
Score: -13828668.000000 Penalty: 3824.020996
	Iteration 48Q: 3 clusters Score -1.382867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 128161 members 
Entering Unmasked Estep 
Score: -13828666.000000 Penalty: 3824.020996
	Iteration 49Q: 3 clusters Score -1.382867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 128162 members 
Entering Unmasked Estep 
Score: -13828664.000000 Penalty: 3824.020996
	Iteration 50Q: 3 clusters Score -1.382866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 128163 members 
Entering Unmasked Estep 
Score: -13828659.000000 Penalty: 3824.020996
	Iteration 51Q: 3 clusters Score -1.382866e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 128163 members 
Entering Unmasked Estep 
Score: -13828659.000000 Penalty: 3824.020996
	Iteration 52F: 3 clusters Score -1.382866e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Entering Unmasked Estep 
Score: -243754.609375 Penalty: 1267.991821
	Iteration 0F: 2 clusters Score -243754.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -241371.343750 Penalty: 2535.983643
	Iteration 0F: 3 clusters Score -241371.3 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -241960.531250 Penalty: 2535.983643
	Iteration 1F: 3 clusters Score -241960.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -242137.312500 Penalty: 2535.983643
	Iteration 2F: 3 clusters Score -242137.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -242263.703125 Penalty: 2535.983643
	Iteration 3F: 3 clusters Score -242263.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -242362.265625 Penalty: 2535.983643
	Iteration 4Q: 3 clusters Score -242362.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -242461.406250 Penalty: 2535.983643
	Iteration 5Q: 3 clusters Score -242461.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -242537.734375 Penalty: 2535.983643
	Iteration 6Q: 3 clusters Score -242537.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -242613.171875 Penalty: 2535.983643
	Iteration 7Q: 3 clusters Score -242613.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -242675.375000 Penalty: 2535.983643
	Iteration 8Q: 3 clusters Score -242675.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -242741.421875 Penalty: 2535.983643
	Iteration 9Q: 3 clusters Score -242741.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -242812.562500 Penalty: 2535.983643
	Iteration 10Q: 3 clusters Score -242812.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -242873.265625 Penalty: 2535.983643
	Iteration 11Q: 3 clusters Score -242873.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -242914.640625 Penalty: 2535.983643
	Iteration 12Q: 3 clusters Score -242914.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -242943.093750 Penalty: 2535.983643
	Iteration 13Q: 3 clusters Score -242943.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -242964.359375 Penalty: 2535.983643
	Iteration 14Q: 3 clusters Score -242964.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -242984.609375 Penalty: 2535.983643
	Iteration 15Q: 3 clusters Score -242984.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -243005.843750 Penalty: 2535.983643
	Iteration 16Q: 3 clusters Score -243005.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -243023.484375 Penalty: 2535.983643
	Iteration 17Q: 3 clusters Score -243023.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -243038.078125 Penalty: 2535.983643
	Iteration 18Q: 3 clusters Score -243038.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -243046.031250 Penalty: 2535.983643
	Iteration 19Q: 3 clusters Score -243046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -243053.187500 Penalty: 2535.983643
	Iteration 20F: 3 clusters Score -243053.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -243062.531250 Penalty: 2535.983643
	Iteration 21Q: 3 clusters Score -243062.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -243066.484375 Penalty: 2535.983643
	Iteration 22Q: 3 clusters Score -243066.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -243069.031250 Penalty: 2535.983643
	Iteration 23Q: 3 clusters Score -243069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -243071.781250 Penalty: 2535.983643
	Iteration 24Q: 3 clusters Score -243071.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -243075.031250 Penalty: 2535.983643
	Iteration 25Q: 3 clusters Score -243075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -243075.406250 Penalty: 2535.983643
	Iteration 26Q: 3 clusters Score -243075.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -243075.875000 Penalty: 2535.983643
	Iteration 27Q: 3 clusters Score -243075.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -243075.875000 Penalty: 2535.983643
	Iteration 28F: 3 clusters Score -243075.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Entering Unmasked Estep 
Score: -3325771.250000 Penalty: 1681.744751
	Iteration 0F: 2 clusters Score -3325771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -3304669.750000 Penalty: 3363.489502
	Iteration 0F: 3 clusters Score -3304670 nChanged 14477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3312859.500000 Penalty: 3363.489502
	Iteration 1F: 3 clusters Score -3312860 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -3313380.750000 Penalty: 3363.489502
	Iteration 2Q: 3 clusters Score -3313381 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -3314018.750000 Penalty: 3363.489502
	Iteration 3Q: 3 clusters Score -3314019 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -3314616.500000 Penalty: 3363.489502
	Iteration 4Q: 3 clusters Score -3314616 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -3315256.500000 Penalty: 3363.489502
	Iteration 5Q: 3 clusters Score -3315256 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -3316040.750000 Penalty: 3363.489502
	Iteration 6Q: 3 clusters Score -3316041 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -3316974.250000 Penalty: 3363.489502
	Iteration 7F: 3 clusters Score -3316974 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -3317994.000000 Penalty: 3363.489502
	Iteration 8F: 3 clusters Score -3317994 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -3318932.000000 Penalty: 3363.489502
	Iteration 9F: 3 clusters Score -3318932 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -3319908.500000 Penalty: 3363.489502
	Iteration 10Q: 3 clusters Score -3319908 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -3320845.500000 Penalty: 3363.489502
	Iteration 11Q: 3 clusters Score -3320846 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -3321651.250000 Penalty: 3363.489502
	Iteration 12Q: 3 clusters Score -3321651 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -3322215.250000 Penalty: 3363.489502
	Iteration 13Q: 3 clusters Score -3322215 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -3322593.250000 Penalty: 3363.489502
	Iteration 14Q: 3 clusters Score -3322593 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -3322840.750000 Penalty: 3363.489502
	Iteration 15Q: 3 clusters Score -3322841 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -3323015.250000 Penalty: 3363.489502
	Iteration 16Q: 3 clusters Score -3323015 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -3323129.500000 Penalty: 3363.489502
	Iteration 17Q: 3 clusters Score -3323130 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -3323227.500000 Penalty: 3363.489502
	Iteration 18Q: 3 clusters Score -3323228 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -3323286.500000 Penalty: 3363.489502
	Iteration 19Q: 3 clusters Score -3323286 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -3323338.750000 Penalty: 3363.489502
	Iteration 20F: 3 clusters Score -3323339 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -3323374.750000 Penalty: 3363.489502
	Iteration 21Q: 3 clusters Score -3323375 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -3323412.000000 Penalty: 3363.489502
	Iteration 22Q: 3 clusters Score -3323412 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -3323438.500000 Penalty: 3363.489502
	Iteration 23Q: 3 clusters Score -3323438 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -3323461.750000 Penalty: 3363.489502
	Iteration 24Q: 3 clusters Score -3323462 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -3323479.750000 Penalty: 3363.489502
	Iteration 25Q: 3 clusters Score -3323480 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -3323505.250000 Penalty: 3363.489502
	Iteration 26Q: 3 clusters Score -3323505 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -3323524.000000 Penalty: 3363.489502
	Iteration 27Q: 3 clusters Score -3323524 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -3323532.500000 Penalty: 3363.489502
	Iteration 28Q: 3 clusters Score -3323532 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -3323534.500000 Penalty: 3363.489502
	Iteration 29Q: 3 clusters Score -3323534 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -3323554.250000 Penalty: 3363.489502
	Iteration 30Q: 3 clusters Score -3323554 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -3323576.500000 Penalty: 3363.489502
	Iteration 31Q: 3 clusters Score -3323576 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -3323609.250000 Penalty: 3363.489502
	Iteration 32Q: 3 clusters Score -3323609 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -3323618.750000 Penalty: 3363.489502
	Iteration 33Q: 3 clusters Score -3323619 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -3323622.250000 Penalty: 3363.489502
	Iteration 34Q: 3 clusters Score -3323622 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -3323637.250000 Penalty: 3363.489502
	Iteration 35Q: 3 clusters Score -3323637 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -3323650.500000 Penalty: 3363.489502
	Iteration 36Q: 3 clusters Score -3323650 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -3323678.250000 Penalty: 3363.489502
	Iteration 37Q: 3 clusters Score -3323678 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -3323701.500000 Penalty: 3363.489502
	Iteration 38Q: 3 clusters Score -3323702 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -3323710.250000 Penalty: 3363.489502
	Iteration 39Q: 3 clusters Score -3323710 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -3323714.500000 Penalty: 3363.489502
	Iteration 40F: 3 clusters Score -3323714 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -3323737.250000 Penalty: 3363.489502
	Iteration 41Q: 3 clusters Score -3323737 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -3323742.750000 Penalty: 3363.489502
	Iteration 42Q: 3 clusters Score -3323743 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -3323761.250000 Penalty: 3363.489502
	Iteration 43Q: 3 clusters Score -3323761 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -3323773.750000 Penalty: 3363.489502
	Iteration 44Q: 3 clusters Score -3323774 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -3323783.500000 Penalty: 3363.489502
	Iteration 45Q: 3 clusters Score -3323784 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -3323803.750000 Penalty: 3363.489502
	Iteration 46Q: 3 clusters Score -3323804 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -3323819.500000 Penalty: 3363.489502
	Iteration 47Q: 3 clusters Score -3323820 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -3323833.500000 Penalty: 3363.489502
	Iteration 48Q: 3 clusters Score -3323834 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -3323855.750000 Penalty: 3363.489502
	Iteration 49Q: 3 clusters Score -3323856 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -3323877.750000 Penalty: 3363.489502
	Iteration 50Q: 3 clusters Score -3323878 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -3323905.750000 Penalty: 3363.489502
	Iteration 51Q: 3 clusters Score -3323906 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -3323929.500000 Penalty: 3363.489502
	Iteration 52Q: 3 clusters Score -3323930 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -3323944.250000 Penalty: 3363.489502
	Iteration 53Q: 3 clusters Score -3323944 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -3323966.750000 Penalty: 3363.489502
	Iteration 54Q: 3 clusters Score -3323967 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -3323979.000000 Penalty: 3363.489502
	Iteration 55Q: 3 clusters Score -3323979 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -3323996.000000 Penalty: 3363.489502
	Iteration 56Q: 3 clusters Score -3323996 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -3324009.750000 Penalty: 3363.489502
	Iteration 57Q: 3 clusters Score -3324010 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -3324027.500000 Penalty: 3363.489502
	Iteration 58Q: 3 clusters Score -3324028 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -3324047.000000 Penalty: 3363.489502
	Iteration 59Q: 3 clusters Score -3324047 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -3324061.250000 Penalty: 3363.489502
	Iteration 60F: 3 clusters Score -3324061 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -3324083.000000 Penalty: 3363.489502
	Iteration 61Q: 3 clusters Score -3324083 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -3324088.000000 Penalty: 3363.489502
	Iteration 62Q: 3 clusters Score -3324088 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -3324100.750000 Penalty: 3363.489502
	Iteration 63Q: 3 clusters Score -3324101 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -3324117.500000 Penalty: 3363.489502
	Iteration 64Q: 3 clusters Score -3324118 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -3324131.000000 Penalty: 3363.489502
	Iteration 65Q: 3 clusters Score -3324131 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -3324158.750000 Penalty: 3363.489502
	Iteration 66Q: 3 clusters Score -3324159 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -3324174.250000 Penalty: 3363.489502
	Iteration 67Q: 3 clusters Score -3324174 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -3324198.500000 Penalty: 3363.489502
	Iteration 68Q: 3 clusters Score -3324198 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -3324213.250000 Penalty: 3363.489502
	Iteration 69Q: 3 clusters Score -3324213 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -3324232.000000 Penalty: 3363.489502
	Iteration 70Q: 3 clusters Score -3324232 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -3324244.750000 Penalty: 3363.489502
	Iteration 71Q: 3 clusters Score -3324245 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -3324250.250000 Penalty: 3363.489502
	Iteration 72Q: 3 clusters Score -3324250 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -3324259.000000 Penalty: 3363.489502
	Iteration 73Q: 3 clusters Score -3324259 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -3324270.250000 Penalty: 3363.489502
	Iteration 74Q: 3 clusters Score -3324270 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -3324279.250000 Penalty: 3363.489502
	Iteration 75Q: 3 clusters Score -3324279 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -3324297.750000 Penalty: 3363.489502
	Iteration 76Q: 3 clusters Score -3324298 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -3324326.250000 Penalty: 3363.489502
	Iteration 77Q: 3 clusters Score -3324326 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -3324335.000000 Penalty: 3363.489502
	Iteration 78Q: 3 clusters Score -3324335 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -3324345.750000 Penalty: 3363.489502
	Iteration 79Q: 3 clusters Score -3324346 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -3324373.000000 Penalty: 3363.489502
	Iteration 80F: 3 clusters Score -3324373 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -3324400.000000 Penalty: 3363.489502
	Iteration 81Q: 3 clusters Score -3324400 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -3324448.250000 Penalty: 3363.489502
	Iteration 82Q: 3 clusters Score -3324448 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -3324457.750000 Penalty: 3363.489502
	Iteration 83Q: 3 clusters Score -3324458 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -3324480.500000 Penalty: 3363.489502
	Iteration 84Q: 3 clusters Score -3324480 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -3324505.000000 Penalty: 3363.489502
	Iteration 85Q: 3 clusters Score -3324505 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -3324532.750000 Penalty: 3363.489502
	Iteration 86Q: 3 clusters Score -3324533 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3324572.250000 Penalty: 3363.489502
	Iteration 87Q: 3 clusters Score -3324572 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -3324604.250000 Penalty: 3363.489502
	Iteration 88Q: 3 clusters Score -3324604 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -3324633.500000 Penalty: 3363.489502
	Iteration 89Q: 3 clusters Score -3324634 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -3324665.750000 Penalty: 3363.489502
	Iteration 90Q: 3 clusters Score -3324666 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -3324690.750000 Penalty: 3363.489502
	Iteration 91Q: 3 clusters Score -3324691 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3324703.500000 Penalty: 3363.489502
	Iteration 92Q: 3 clusters Score -3324704 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3324721.250000 Penalty: 3363.489502
	Iteration 93Q: 3 clusters Score -3324721 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3324760.750000 Penalty: 3363.489502
	Iteration 94Q: 3 clusters Score -3324761 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3324783.750000 Penalty: 3363.489502
	Iteration 95Q: 3 clusters Score -3324784 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3324792.000000 Penalty: 3363.489502
	Iteration 96Q: 3 clusters Score -3324792 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -3324801.250000 Penalty: 3363.489502
	Iteration 97Q: 3 clusters Score -3324801 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3324816.250000 Penalty: 3363.489502
	Iteration 98Q: 3 clusters Score -3324816 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3324830.250000 Penalty: 3363.489502
	Iteration 99Q: 3 clusters Score -3324830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3324837.500000 Penalty: 3363.489502
	Iteration 100F: 3 clusters Score -3324838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3324848.750000 Penalty: 3363.489502
	Iteration 101Q: 3 clusters Score -3324849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3324851.000000 Penalty: 3363.489502
	Iteration 102Q: 3 clusters Score -3324851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3324857.250000 Penalty: 3363.489502
	Iteration 103Q: 3 clusters Score -3324857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3324867.000000 Penalty: 3363.489502
	Iteration 104Q: 3 clusters Score -3324867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3324865.000000 Penalty: 3363.489502
	Iteration 105Q: 3 clusters Score -3324865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3324869.250000 Penalty: 3363.489502
	Iteration 106Q: 3 clusters Score -3324869 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3324874.750000 Penalty: 3363.489502
	Iteration 107Q: 3 clusters Score -3324875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3324881.000000 Penalty: 3363.489502
	Iteration 108Q: 3 clusters Score -3324881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3324879.250000 Penalty: 3363.489502
	Iteration 109Q: 3 clusters Score -3324879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3324887.500000 Penalty: 3363.489502
	Iteration 110Q: 3 clusters Score -3324888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3324890.000000 Penalty: 3363.489502
	Iteration 111Q: 3 clusters Score -3324890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3324894.500000 Penalty: 3363.489502
	Iteration 112Q: 3 clusters Score -3324894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3324893.750000 Penalty: 3363.489502
	Iteration 113Q: 3 clusters Score -3324894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3324896.750000 Penalty: 3363.489502
	Iteration 114Q: 3 clusters Score -3324897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3324904.250000 Penalty: 3363.489502
	Iteration 115Q: 3 clusters Score -3324904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3324905.500000 Penalty: 3363.489502
	Iteration 116Q: 3 clusters Score -3324906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3324904.000000 Penalty: 3363.489502
	Iteration 117Q: 3 clusters Score -3324904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3324903.750000 Penalty: 3363.489502
	Iteration 118Q: 3 clusters Score -3324904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3324905.250000 Penalty: 3363.489502
	Iteration 119Q: 3 clusters Score -3324905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3324906.750000 Penalty: 3363.489502
	Iteration 120F: 3 clusters Score -3324907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3324908.000000 Penalty: 3363.489502
	Iteration 121Q: 3 clusters Score -3324908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3324905.000000 Penalty: 3363.489502
	Iteration 122Q: 3 clusters Score -3324905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3324906.250000 Penalty: 3363.489502
	Iteration 123Q: 3 clusters Score -3324906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3324904.500000 Penalty: 3363.489502
	Iteration 124Q: 3 clusters Score -3324904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3324904.500000 Penalty: 3363.489502
	Iteration 125F: 3 clusters Score -3324904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Entering Unmasked Estep 
Score: -1590537.500000 Penalty: 1564.024414
	Iteration 0F: 2 clusters Score -1590538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1580146.125000 Penalty: 3128.048828
	Iteration 0F: 3 clusters Score -1580146 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1583830.125000 Penalty: 3128.048828
	Iteration 1F: 3 clusters Score -1583830 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1584157.500000 Penalty: 3128.048828
	Iteration 2F: 3 clusters Score -1584158 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1584471.625000 Penalty: 3128.048828
	Iteration 3Q: 3 clusters Score -1584472 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1584749.875000 Penalty: 3128.048828
	Iteration 4Q: 3 clusters Score -1584750 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1585031.250000 Penalty: 3128.048828
	Iteration 5Q: 3 clusters Score -1585031 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1585297.625000 Penalty: 3128.048828
	Iteration 6Q: 3 clusters Score -1585298 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1585564.875000 Penalty: 3128.048828
	Iteration 7Q: 3 clusters Score -1585565 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1585868.375000 Penalty: 3128.048828
	Iteration 8Q: 3 clusters Score -1585868 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1586186.625000 Penalty: 3128.048828
	Iteration 9Q: 3 clusters Score -1586187 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1586539.375000 Penalty: 3128.048828
	Iteration 10Q: 3 clusters Score -1586539 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1586884.500000 Penalty: 3128.048828
	Iteration 11Q: 3 clusters Score -1586884 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1587221.500000 Penalty: 3128.048828
	Iteration 12Q: 3 clusters Score -1587222 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1587482.875000 Penalty: 3128.048828
	Iteration 13Q: 3 clusters Score -1587483 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1587651.875000 Penalty: 3128.048828
	Iteration 14Q: 3 clusters Score -1587652 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1587772.500000 Penalty: 3128.048828
	Iteration 15Q: 3 clusters Score -1587772 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1587867.125000 Penalty: 3128.048828
	Iteration 16Q: 3 clusters Score -1587867 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1587940.625000 Penalty: 3128.048828
	Iteration 17Q: 3 clusters Score -1587941 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1588027.375000 Penalty: 3128.048828
	Iteration 18Q: 3 clusters Score -1588027 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1588121.250000 Penalty: 3128.048828
	Iteration 19Q: 3 clusters Score -1588121 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1588211.125000 Penalty: 3128.048828
	Iteration 20F: 3 clusters Score -1588211 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1588293.875000 Penalty: 3128.048828
	Iteration 21Q: 3 clusters Score -1588294 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1588389.375000 Penalty: 3128.048828
	Iteration 22Q: 3 clusters Score -1588389 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1588485.500000 Penalty: 3128.048828
	Iteration 23Q: 3 clusters Score -1588486 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1588577.125000 Penalty: 3128.048828
	Iteration 24Q: 3 clusters Score -1588577 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1588655.125000 Penalty: 3128.048828
	Iteration 25Q: 3 clusters Score -1588655 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1588736.875000 Penalty: 3128.048828
	Iteration 26Q: 3 clusters Score -1588737 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1588802.125000 Penalty: 3128.048828
	Iteration 27Q: 3 clusters Score -1588802 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1588845.875000 Penalty: 3128.048828
	Iteration 28Q: 3 clusters Score -1588846 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1588877.000000 Penalty: 3128.048828
	Iteration 29Q: 3 clusters Score -1588877 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1588903.375000 Penalty: 3128.048828
	Iteration 30Q: 3 clusters Score -1588903 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1588928.500000 Penalty: 3128.048828
	Iteration 31Q: 3 clusters Score -1588928 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1588956.000000 Penalty: 3128.048828
	Iteration 32Q: 3 clusters Score -1588956 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1588985.250000 Penalty: 3128.048828
	Iteration 33Q: 3 clusters Score -1588985 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1589003.250000 Penalty: 3128.048828
	Iteration 34Q: 3 clusters Score -1589003 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1589021.750000 Penalty: 3128.048828
	Iteration 35Q: 3 clusters Score -1589022 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1589038.875000 Penalty: 3128.048828
	Iteration 36Q: 3 clusters Score -1589039 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1589046.875000 Penalty: 3128.048828
	Iteration 37Q: 3 clusters Score -1589047 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1589052.125000 Penalty: 3128.048828
	Iteration 38Q: 3 clusters Score -1589052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1589060.750000 Penalty: 3128.048828
	Iteration 39Q: 3 clusters Score -1589061 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1589072.125000 Penalty: 3128.048828
	Iteration 40F: 3 clusters Score -1589072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1589081.500000 Penalty: 3128.048828
	Iteration 41Q: 3 clusters Score -1589082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1589090.125000 Penalty: 3128.048828
	Iteration 42Q: 3 clusters Score -1589090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1589101.500000 Penalty: 3128.048828
	Iteration 43Q: 3 clusters Score -1589102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1589106.500000 Penalty: 3128.048828
	Iteration 44Q: 3 clusters Score -1589106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1589114.375000 Penalty: 3128.048828
	Iteration 45Q: 3 clusters Score -1589114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1589116.750000 Penalty: 3128.048828
	Iteration 46Q: 3 clusters Score -1589117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1589117.125000 Penalty: 3128.048828
	Iteration 47Q: 3 clusters Score -1589117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1589119.750000 Penalty: 3128.048828
	Iteration 48Q: 3 clusters Score -1589120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1589120.500000 Penalty: 3128.048828
	Iteration 49Q: 3 clusters Score -1589120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1589126.500000 Penalty: 3128.048828
	Iteration 50Q: 3 clusters Score -1589126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1589131.500000 Penalty: 3128.048828
	Iteration 51Q: 3 clusters Score -1589132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1589138.250000 Penalty: 3128.048828
	Iteration 52Q: 3 clusters Score -1589138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1589142.750000 Penalty: 3128.048828
	Iteration 53Q: 3 clusters Score -1589143 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1589149.125000 Penalty: 3128.048828
	Iteration 54Q: 3 clusters Score -1589149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1589158.375000 Penalty: 3128.048828
	Iteration 55Q: 3 clusters Score -1589158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1589162.375000 Penalty: 3128.048828
	Iteration 56Q: 3 clusters Score -1589162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1589168.000000 Penalty: 3128.048828
	Iteration 57Q: 3 clusters Score -1589168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1589172.750000 Penalty: 3128.048828
	Iteration 58Q: 3 clusters Score -1589173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1589176.000000 Penalty: 3128.048828
	Iteration 59Q: 3 clusters Score -1589176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1589179.875000 Penalty: 3128.048828
	Iteration 60F: 3 clusters Score -1589180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1589180.375000 Penalty: 3128.048828
	Iteration 61Q: 3 clusters Score -1589180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1589182.125000 Penalty: 3128.048828
	Iteration 62Q: 3 clusters Score -1589182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1589183.750000 Penalty: 3128.048828
	Iteration 63Q: 3 clusters Score -1589184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1589186.500000 Penalty: 3128.048828
	Iteration 64Q: 3 clusters Score -1589186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1589187.375000 Penalty: 3128.048828
	Iteration 65Q: 3 clusters Score -1589187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1589187.750000 Penalty: 3128.048828
	Iteration 66Q: 3 clusters Score -1589188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1589189.000000 Penalty: 3128.048828
	Iteration 67Q: 3 clusters Score -1589189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1589189.375000 Penalty: 3128.048828
	Iteration 68Q: 3 clusters Score -1589189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1589189.375000 Penalty: 3128.048828
	Iteration 69F: 3 clusters Score -1589189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Entering Unmasked Estep 
Score: -419057.250000 Penalty: 1349.841797
	Iteration 0F: 2 clusters Score -419057.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -415707.343750 Penalty: 2699.683594
	Iteration 0F: 3 clusters Score -415707.3 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -416620.312500 Penalty: 2699.683594
	Iteration 1F: 3 clusters Score -416620.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -416833.812500 Penalty: 2699.683594
	Iteration 2F: 3 clusters Score -416833.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -416969.187500 Penalty: 2699.683594
	Iteration 3F: 3 clusters Score -416969.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -417075.781250 Penalty: 2699.683594
	Iteration 4Q: 3 clusters Score -417075.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -417162.500000 Penalty: 2699.683594
	Iteration 5Q: 3 clusters Score -417162.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -417239.468750 Penalty: 2699.683594
	Iteration 6Q: 3 clusters Score -417239.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -417320.812500 Penalty: 2699.683594
	Iteration 7Q: 3 clusters Score -417320.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -417384.031250 Penalty: 2699.683594
	Iteration 8Q: 3 clusters Score -417384 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -417439.625000 Penalty: 2699.683594
	Iteration 9Q: 3 clusters Score -417439.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -417483.937500 Penalty: 2699.683594
	Iteration 10Q: 3 clusters Score -417483.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -417518.687500 Penalty: 2699.683594
	Iteration 11Q: 3 clusters Score -417518.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -417542.562500 Penalty: 2699.683594
	Iteration 12Q: 3 clusters Score -417542.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -417564.843750 Penalty: 2699.683594
	Iteration 13Q: 3 clusters Score -417564.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -417586.968750 Penalty: 2699.683594
	Iteration 14Q: 3 clusters Score -417587 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -417613.250000 Penalty: 2699.683594
	Iteration 15Q: 3 clusters Score -417613.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -417632.968750 Penalty: 2699.683594
	Iteration 16Q: 3 clusters Score -417633 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -417646.625000 Penalty: 2699.683594
	Iteration 17Q: 3 clusters Score -417646.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -417659.093750 Penalty: 2699.683594
	Iteration 18Q: 3 clusters Score -417659.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -417674.031250 Penalty: 2699.683594
	Iteration 19Q: 3 clusters Score -417674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -417690.218750 Penalty: 2699.683594
	Iteration 20F: 3 clusters Score -417690.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -417709.406250 Penalty: 2699.683594
	Iteration 21Q: 3 clusters Score -417709.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -417721.906250 Penalty: 2699.683594
	Iteration 22Q: 3 clusters Score -417721.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -417727.531250 Penalty: 2699.683594
	Iteration 23Q: 3 clusters Score -417727.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -417733.031250 Penalty: 2699.683594
	Iteration 24Q: 3 clusters Score -417733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -417738.875000 Penalty: 2699.683594
	Iteration 25Q: 3 clusters Score -417738.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -417743.781250 Penalty: 2699.683594
	Iteration 26Q: 3 clusters Score -417743.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -417750.625000 Penalty: 2699.683594
	Iteration 27Q: 3 clusters Score -417750.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -417757.500000 Penalty: 2699.683594
	Iteration 28Q: 3 clusters Score -417757.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -417768.500000 Penalty: 2699.683594
	Iteration 29Q: 3 clusters Score -417768.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -417777.093750 Penalty: 2699.683594
	Iteration 30Q: 3 clusters Score -417777.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -417787.281250 Penalty: 2699.683594
	Iteration 31Q: 3 clusters Score -417787.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -417793.875000 Penalty: 2699.683594
	Iteration 32Q: 3 clusters Score -417793.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -417799.593750 Penalty: 2699.683594
	Iteration 33Q: 3 clusters Score -417799.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -417805.843750 Penalty: 2699.683594
	Iteration 34Q: 3 clusters Score -417805.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -417812.531250 Penalty: 2699.683594
	Iteration 35Q: 3 clusters Score -417812.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -417819.593750 Penalty: 2699.683594
	Iteration 36Q: 3 clusters Score -417819.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -417826.125000 Penalty: 2699.683594
	Iteration 37Q: 3 clusters Score -417826.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -417828.343750 Penalty: 2699.683594
	Iteration 38Q: 3 clusters Score -417828.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -417830.406250 Penalty: 2699.683594
	Iteration 39Q: 3 clusters Score -417830.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -417830.562500 Penalty: 2699.683594
	Iteration 40F: 3 clusters Score -417830.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -417829.718750 Penalty: 2699.683594
	Iteration 41Q: 3 clusters Score -417829.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -417831.281250 Penalty: 2699.683594
	Iteration 42Q: 3 clusters Score -417831.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -417831.406250 Penalty: 2699.683594
	Iteration 43Q: 3 clusters Score -417831.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -417832.562500 Penalty: 2699.683594
	Iteration 44Q: 3 clusters Score -417832.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -417833.281250 Penalty: 2699.683594
	Iteration 45Q: 3 clusters Score -417833.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -417834.531250 Penalty: 2699.683594
	Iteration 46Q: 3 clusters Score -417834.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -417833.312500 Penalty: 2699.683594
	Iteration 47Q: 3 clusters Score -417833.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -417835.593750 Penalty: 2699.683594
	Iteration 48Q: 3 clusters Score -417835.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -417837.218750 Penalty: 2699.683594
	Iteration 49Q: 3 clusters Score -417837.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -417839.125000 Penalty: 2699.683594
	Iteration 50Q: 3 clusters Score -417839.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -417839.281250 Penalty: 2699.683594
	Iteration 51Q: 3 clusters Score -417839.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -417841.843750 Penalty: 2699.683594
	Iteration 52Q: 3 clusters Score -417841.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -417845.093750 Penalty: 2699.683594
	Iteration 53Q: 3 clusters Score -417845.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -417852.218750 Penalty: 2699.683594
	Iteration 54Q: 3 clusters Score -417852.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -417861.687500 Penalty: 2699.683594
	Iteration 55Q: 3 clusters Score -417861.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -417870.250000 Penalty: 2699.683594
	Iteration 56Q: 3 clusters Score -417870.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -417878.312500 Penalty: 2699.683594
	Iteration 57Q: 3 clusters Score -417878.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -417884.593750 Penalty: 2699.683594
	Iteration 58Q: 3 clusters Score -417884.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -417892.500000 Penalty: 2699.683594
	Iteration 59Q: 3 clusters Score -417892.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -417899.906250 Penalty: 2699.683594
	Iteration 60F: 3 clusters Score -417899.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -417904.375000 Penalty: 2699.683594
	Iteration 61Q: 3 clusters Score -417904.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -417907.500000 Penalty: 2699.683594
	Iteration 62Q: 3 clusters Score -417907.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -417911.500000 Penalty: 2699.683594
	Iteration 63Q: 3 clusters Score -417911.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -417916.312500 Penalty: 2699.683594
	Iteration 64Q: 3 clusters Score -417916.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -417919.125000 Penalty: 2699.683594
	Iteration 65Q: 3 clusters Score -417919.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -417922.437500 Penalty: 2699.683594
	Iteration 66Q: 3 clusters Score -417922.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -417927.718750 Penalty: 2699.683594
	Iteration 67Q: 3 clusters Score -417927.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -417929.125000 Penalty: 2699.683594
	Iteration 68Q: 3 clusters Score -417929.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -417931.656250 Penalty: 2699.683594
	Iteration 69Q: 3 clusters Score -417931.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -417933.187500 Penalty: 2699.683594
	Iteration 70Q: 3 clusters Score -417933.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -417933.000000 Penalty: 2699.683594
	Iteration 71Q: 3 clusters Score -417933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -417933.500000 Penalty: 2699.683594
	Iteration 72Q: 3 clusters Score -417933.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -417933.500000 Penalty: 2699.683594
	Iteration 73F: 3 clusters Score -417933.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Entering Unmasked Estep 
Score: -566927.687500 Penalty: 1398.375366
	Iteration 0F: 2 clusters Score -566927.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -562597.437500 Penalty: 2796.750732
	Iteration 0F: 3 clusters Score -562597.4 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -563806.125000 Penalty: 2796.750732
	Iteration 1F: 3 clusters Score -563806.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -563983.062500 Penalty: 2796.750732
	Iteration 2F: 3 clusters Score -563983.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -564106.750000 Penalty: 2796.750732
	Iteration 3Q: 3 clusters Score -564106.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -564199.375000 Penalty: 2796.750732
	Iteration 4Q: 3 clusters Score -564199.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -564272.437500 Penalty: 2796.750732
	Iteration 5Q: 3 clusters Score -564272.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -564335.312500 Penalty: 2796.750732
	Iteration 6Q: 3 clusters Score -564335.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -564387.750000 Penalty: 2796.750732
	Iteration 7Q: 3 clusters Score -564387.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -564430.375000 Penalty: 2796.750732
	Iteration 8Q: 3 clusters Score -564430.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -564459.250000 Penalty: 2796.750732
	Iteration 9Q: 3 clusters Score -564459.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -564492.062500 Penalty: 2796.750732
	Iteration 10Q: 3 clusters Score -564492.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -564522.875000 Penalty: 2796.750732
	Iteration 11Q: 3 clusters Score -564522.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -564561.062500 Penalty: 2796.750732
	Iteration 12Q: 3 clusters Score -564561.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -564598.187500 Penalty: 2796.750732
	Iteration 13Q: 3 clusters Score -564598.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -564631.500000 Penalty: 2796.750732
	Iteration 14Q: 3 clusters Score -564631.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -564664.312500 Penalty: 2796.750732
	Iteration 15Q: 3 clusters Score -564664.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -564703.687500 Penalty: 2796.750732
	Iteration 16Q: 3 clusters Score -564703.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -564757.375000 Penalty: 2796.750732
	Iteration 17Q: 3 clusters Score -564757.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -564815.625000 Penalty: 2796.750732
	Iteration 18Q: 3 clusters Score -564815.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -564875.187500 Penalty: 2796.750732
	Iteration 19Q: 3 clusters Score -564875.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -564960.062500 Penalty: 2796.750732
	Iteration 20F: 3 clusters Score -564960.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -565045.000000 Penalty: 2796.750732
	Iteration 21Q: 3 clusters Score -565045 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -565109.250000 Penalty: 2796.750732
	Iteration 22Q: 3 clusters Score -565109.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -565167.125000 Penalty: 2796.750732
	Iteration 23Q: 3 clusters Score -565167.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -565210.750000 Penalty: 2796.750732
	Iteration 24Q: 3 clusters Score -565210.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -565256.750000 Penalty: 2796.750732
	Iteration 25Q: 3 clusters Score -565256.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -565306.812500 Penalty: 2796.750732
	Iteration 26Q: 3 clusters Score -565306.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -565365.500000 Penalty: 2796.750732
	Iteration 27Q: 3 clusters Score -565365.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -565424.937500 Penalty: 2796.750732
	Iteration 28Q: 3 clusters Score -565424.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -565499.125000 Penalty: 2796.750732
	Iteration 29Q: 3 clusters Score -565499.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -565601.125000 Penalty: 2796.750732
	Iteration 30Q: 3 clusters Score -565601.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -565710.687500 Penalty: 2796.750732
	Iteration 31Q: 3 clusters Score -565710.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -565801.937500 Penalty: 2796.750732
	Iteration 32Q: 3 clusters Score -565801.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -565868.000000 Penalty: 2796.750732
	Iteration 33Q: 3 clusters Score -565868 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -565896.375000 Penalty: 2796.750732
	Iteration 34Q: 3 clusters Score -565896.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -565915.812500 Penalty: 2796.750732
	Iteration 35Q: 3 clusters Score -565915.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -565929.937500 Penalty: 2796.750732
	Iteration 36Q: 3 clusters Score -565929.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -565942.375000 Penalty: 2796.750732
	Iteration 37Q: 3 clusters Score -565942.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -565953.187500 Penalty: 2796.750732
	Iteration 38Q: 3 clusters Score -565953.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -565966.187500 Penalty: 2796.750732
	Iteration 39Q: 3 clusters Score -565966.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -565976.000000 Penalty: 2796.750732
	Iteration 40F: 3 clusters Score -565976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -565982.312500 Penalty: 2796.750732
	Iteration 41Q: 3 clusters Score -565982.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -565987.437500 Penalty: 2796.750732
	Iteration 42Q: 3 clusters Score -565987.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -565989.062500 Penalty: 2796.750732
	Iteration 43Q: 3 clusters Score -565989.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -565990.250000 Penalty: 2796.750732
	Iteration 44Q: 3 clusters Score -565990.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -565991.875000 Penalty: 2796.750732
	Iteration 45Q: 3 clusters Score -565991.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -565993.562500 Penalty: 2796.750732
	Iteration 46Q: 3 clusters Score -565993.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -565994.062500 Penalty: 2796.750732
	Iteration 47Q: 3 clusters Score -565994.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -565997.312500 Penalty: 2796.750732
	Iteration 48Q: 3 clusters Score -565997.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -565999.937500 Penalty: 2796.750732
	Iteration 49Q: 3 clusters Score -565999.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -566001.312500 Penalty: 2796.750732
	Iteration 50Q: 3 clusters Score -566001.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -566002.375000 Penalty: 2796.750732
	Iteration 51Q: 3 clusters Score -566002.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -566004.625000 Penalty: 2796.750732
	Iteration 52Q: 3 clusters Score -566004.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -566007.750000 Penalty: 2796.750732
	Iteration 53Q: 3 clusters Score -566007.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -566011.187500 Penalty: 2796.750732
	Iteration 54Q: 3 clusters Score -566011.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -566011.562500 Penalty: 2796.750732
	Iteration 55Q: 3 clusters Score -566011.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -566012.312500 Penalty: 2796.750732
	Iteration 56Q: 3 clusters Score -566012.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -566013.687500 Penalty: 2796.750732
	Iteration 57Q: 3 clusters Score -566013.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -566014.937500 Penalty: 2796.750732
	Iteration 58Q: 3 clusters Score -566014.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -566014.875000 Penalty: 2796.750732
	Iteration 59Q: 3 clusters Score -566014.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -566015.000000 Penalty: 2796.750732
	Iteration 60F: 3 clusters Score -566015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Entering Unmasked Estep 
Score: -2593681.250000 Penalty: 1641.749878
	Iteration 0F: 2 clusters Score -2593681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2577198.500000 Penalty: 3283.499756
	Iteration 0F: 3 clusters Score -2577198 nChanged 11082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2583394.000000 Penalty: 3283.499756
	Iteration 1F: 3 clusters Score -2583394 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2583789.750000 Penalty: 3283.499756
	Iteration 2Q: 3 clusters Score -2583790 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2584186.500000 Penalty: 3283.499756
	Iteration 3Q: 3 clusters Score -2584186 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2584583.750000 Penalty: 3283.499756
	Iteration 4Q: 3 clusters Score -2584584 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2585009.500000 Penalty: 3283.499756
	Iteration 5Q: 3 clusters Score -2585010 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2585492.000000 Penalty: 3283.499756
	Iteration 6Q: 3 clusters Score -2585492 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2586052.500000 Penalty: 3283.499756
	Iteration 7Q: 3 clusters Score -2586052 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2586607.000000 Penalty: 3283.499756
	Iteration 8Q: 3 clusters Score -2586607 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2587289.500000 Penalty: 3283.499756
	Iteration 9Q: 3 clusters Score -2587290 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2587958.500000 Penalty: 3283.499756
	Iteration 10Q: 3 clusters Score -2587958 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2588405.250000 Penalty: 3283.499756
	Iteration 11Q: 3 clusters Score -2588405 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2588639.000000 Penalty: 3283.499756
	Iteration 12Q: 3 clusters Score -2588639 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2588790.250000 Penalty: 3283.499756
	Iteration 13Q: 3 clusters Score -2588790 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2588873.500000 Penalty: 3283.499756
	Iteration 14Q: 3 clusters Score -2588874 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2588933.250000 Penalty: 3283.499756
	Iteration 15Q: 3 clusters Score -2588933 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2589010.250000 Penalty: 3283.499756
	Iteration 16Q: 3 clusters Score -2589010 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -2589105.500000 Penalty: 3283.499756
	Iteration 17Q: 3 clusters Score -2589106 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2589185.000000 Penalty: 3283.499756
	Iteration 18Q: 3 clusters Score -2589185 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2589293.500000 Penalty: 3283.499756
	Iteration 19Q: 3 clusters Score -2589294 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2589410.250000 Penalty: 3283.499756
	Iteration 20F: 3 clusters Score -2589410 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2589526.250000 Penalty: 3283.499756
	Iteration 21Q: 3 clusters Score -2589526 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2589677.750000 Penalty: 3283.499756
	Iteration 22Q: 3 clusters Score -2589678 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2589812.750000 Penalty: 3283.499756
	Iteration 23Q: 3 clusters Score -2589813 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2589980.500000 Penalty: 3283.499756
	Iteration 24Q: 3 clusters Score -2589980 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2590145.000000 Penalty: 3283.499756
	Iteration 25Q: 3 clusters Score -2590145 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2590308.000000 Penalty: 3283.499756
	Iteration 26Q: 3 clusters Score -2590308 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2590473.250000 Penalty: 3283.499756
	Iteration 27Q: 3 clusters Score -2590473 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2590615.750000 Penalty: 3283.499756
	Iteration 28Q: 3 clusters Score -2590616 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2590797.250000 Penalty: 3283.499756
	Iteration 29Q: 3 clusters Score -2590797 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2590967.250000 Penalty: 3283.499756
	Iteration 30Q: 3 clusters Score -2590967 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2591151.500000 Penalty: 3283.499756
	Iteration 31Q: 3 clusters Score -2591152 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -2591335.500000 Penalty: 3283.499756
	Iteration 32Q: 3 clusters Score -2591336 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2591522.750000 Penalty: 3283.499756
	Iteration 33Q: 3 clusters Score -2591523 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -2591713.250000 Penalty: 3283.499756
	Iteration 34Q: 3 clusters Score -2591713 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -2591879.750000 Penalty: 3283.499756
	Iteration 35Q: 3 clusters Score -2591880 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -2592047.500000 Penalty: 3283.499756
	Iteration 36Q: 3 clusters Score -2592048 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -2592187.000000 Penalty: 3283.499756
	Iteration 37Q: 3 clusters Score -2592187 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -2592285.000000 Penalty: 3283.499756
	Iteration 38Q: 3 clusters Score -2592285 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -2592365.750000 Penalty: 3283.499756
	Iteration 39Q: 3 clusters Score -2592366 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -2592447.000000 Penalty: 3283.499756
	Iteration 40F: 3 clusters Score -2592447 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -2592501.000000 Penalty: 3283.499756
	Iteration 41Q: 3 clusters Score -2592501 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -2592542.750000 Penalty: 3283.499756
	Iteration 42Q: 3 clusters Score -2592543 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -2592580.250000 Penalty: 3283.499756
	Iteration 43Q: 3 clusters Score -2592580 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -2592606.500000 Penalty: 3283.499756
	Iteration 44Q: 3 clusters Score -2592606 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -2592628.000000 Penalty: 3283.499756
	Iteration 45Q: 3 clusters Score -2592628 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -2592641.000000 Penalty: 3283.499756
	Iteration 46Q: 3 clusters Score -2592641 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -2592667.500000 Penalty: 3283.499756
	Iteration 47Q: 3 clusters Score -2592668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -2592677.000000 Penalty: 3283.499756
	Iteration 48Q: 3 clusters Score -2592677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -2592683.500000 Penalty: 3283.499756
	Iteration 49Q: 3 clusters Score -2592684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -2592695.000000 Penalty: 3283.499756
	Iteration 50Q: 3 clusters Score -2592695 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -2592706.500000 Penalty: 3283.499756
	Iteration 51Q: 3 clusters Score -2592706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -2592718.500000 Penalty: 3283.499756
	Iteration 52Q: 3 clusters Score -2592718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -2592732.250000 Penalty: 3283.499756
	Iteration 53Q: 3 clusters Score -2592732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -2592740.750000 Penalty: 3283.499756
	Iteration 54Q: 3 clusters Score -2592741 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -2592757.250000 Penalty: 3283.499756
	Iteration 55Q: 3 clusters Score -2592757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -2592762.750000 Penalty: 3283.499756
	Iteration 56Q: 3 clusters Score -2592763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -2592769.250000 Penalty: 3283.499756
	Iteration 57Q: 3 clusters Score -2592769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -2592780.000000 Penalty: 3283.499756
	Iteration 58Q: 3 clusters Score -2592780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -2592783.500000 Penalty: 3283.499756
	Iteration 59Q: 3 clusters Score -2592784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -2592791.750000 Penalty: 3283.499756
	Iteration 60F: 3 clusters Score -2592792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -2592800.750000 Penalty: 3283.499756
	Iteration 61Q: 3 clusters Score -2592801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -2592804.250000 Penalty: 3283.499756
	Iteration 62Q: 3 clusters Score -2592804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -2592810.250000 Penalty: 3283.499756
	Iteration 63Q: 3 clusters Score -2592810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -2592814.750000 Penalty: 3283.499756
	Iteration 64Q: 3 clusters Score -2592815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -2592815.500000 Penalty: 3283.499756
	Iteration 65Q: 3 clusters Score -2592816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -2592817.500000 Penalty: 3283.499756
	Iteration 66Q: 3 clusters Score -2592818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -2592820.750000 Penalty: 3283.499756
	Iteration 67Q: 3 clusters Score -2592821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -2592824.250000 Penalty: 3283.499756
	Iteration 68Q: 3 clusters Score -2592824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -2592823.250000 Penalty: 3283.499756
	Iteration 69Q: 3 clusters Score -2592823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -2592823.250000 Penalty: 3283.499756
	Iteration 70F: 3 clusters Score -2592823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Entering Unmasked Estep 
Score: -618480.812500 Penalty: 1413.182983
	Iteration 0F: 2 clusters Score -618480.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -613915.687500 Penalty: 2826.365967
	Iteration 0F: 3 clusters Score -613915.7 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -615309.687500 Penalty: 2826.365967
	Iteration 1F: 3 clusters Score -615309.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -615533.750000 Penalty: 2826.365967
	Iteration 2F: 3 clusters Score -615533.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -615707.000000 Penalty: 2826.365967
	Iteration 3F: 3 clusters Score -615707 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -615874.250000 Penalty: 2826.365967
	Iteration 4Q: 3 clusters Score -615874.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -616035.812500 Penalty: 2826.365967
	Iteration 5Q: 3 clusters Score -616035.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -616191.687500 Penalty: 2826.365967
	Iteration 6Q: 3 clusters Score -616191.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -616319.687500 Penalty: 2826.365967
	Iteration 7Q: 3 clusters Score -616319.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -616416.187500 Penalty: 2826.365967
	Iteration 8Q: 3 clusters Score -616416.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -616504.562500 Penalty: 2826.365967
	Iteration 9Q: 3 clusters Score -616504.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -616576.437500 Penalty: 2826.365967
	Iteration 10Q: 3 clusters Score -616576.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -616638.875000 Penalty: 2826.365967
	Iteration 11Q: 3 clusters Score -616638.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -616704.937500 Penalty: 2826.365967
	Iteration 12Q: 3 clusters Score -616704.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -616771.375000 Penalty: 2826.365967
	Iteration 13Q: 3 clusters Score -616771.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -616830.562500 Penalty: 2826.365967
	Iteration 14Q: 3 clusters Score -616830.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -616890.125000 Penalty: 2826.365967
	Iteration 15Q: 3 clusters Score -616890.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -616942.312500 Penalty: 2826.365967
	Iteration 16Q: 3 clusters Score -616942.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -616992.750000 Penalty: 2826.365967
	Iteration 17Q: 3 clusters Score -616992.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -617023.500000 Penalty: 2826.365967
	Iteration 18Q: 3 clusters Score -617023.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -617048.562500 Penalty: 2826.365967
	Iteration 19Q: 3 clusters Score -617048.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -617065.437500 Penalty: 2826.365967
	Iteration 20F: 3 clusters Score -617065.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -617080.812500 Penalty: 2826.365967
	Iteration 21Q: 3 clusters Score -617080.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -617100.750000 Penalty: 2826.365967
	Iteration 22Q: 3 clusters Score -617100.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -617116.187500 Penalty: 2826.365967
	Iteration 23Q: 3 clusters Score -617116.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -617128.125000 Penalty: 2826.365967
	Iteration 24Q: 3 clusters Score -617128.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -617141.437500 Penalty: 2826.365967
	Iteration 25Q: 3 clusters Score -617141.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -617149.125000 Penalty: 2826.365967
	Iteration 26Q: 3 clusters Score -617149.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -617159.375000 Penalty: 2826.365967
	Iteration 27Q: 3 clusters Score -617159.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -617166.125000 Penalty: 2826.365967
	Iteration 28Q: 3 clusters Score -617166.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -617169.375000 Penalty: 2826.365967
	Iteration 29Q: 3 clusters Score -617169.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -617170.375000 Penalty: 2826.365967
	Iteration 30Q: 3 clusters Score -617170.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -617174.062500 Penalty: 2826.365967
	Iteration 31Q: 3 clusters Score -617174.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -617179.562500 Penalty: 2826.365967
	Iteration 32Q: 3 clusters Score -617179.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -617183.187500 Penalty: 2826.365967
	Iteration 33Q: 3 clusters Score -617183.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -617187.250000 Penalty: 2826.365967
	Iteration 34Q: 3 clusters Score -617187.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -617192.062500 Penalty: 2826.365967
	Iteration 35Q: 3 clusters Score -617192.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -617192.812500 Penalty: 2826.365967
	Iteration 36Q: 3 clusters Score -617192.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -617194.062500 Penalty: 2826.365967
	Iteration 37Q: 3 clusters Score -617194.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -617195.750000 Penalty: 2826.365967
	Iteration 38Q: 3 clusters Score -617195.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -617197.312500 Penalty: 2826.365967
	Iteration 39Q: 3 clusters Score -617197.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -617199.687500 Penalty: 2826.365967
	Iteration 40F: 3 clusters Score -617199.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -617203.875000 Penalty: 2826.365967
	Iteration 41Q: 3 clusters Score -617203.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -617208.187500 Penalty: 2826.365967
	Iteration 42Q: 3 clusters Score -617208.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -617211.937500 Penalty: 2826.365967
	Iteration 43Q: 3 clusters Score -617211.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -617213.500000 Penalty: 2826.365967
	Iteration 44Q: 3 clusters Score -617213.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -617214.125000 Penalty: 2826.365967
	Iteration 45Q: 3 clusters Score -617214.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -617219.750000 Penalty: 2826.365967
	Iteration 46Q: 3 clusters Score -617219.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -617223.000000 Penalty: 2826.365967
	Iteration 47Q: 3 clusters Score -617223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -617228.000000 Penalty: 2826.365967
	Iteration 48Q: 3 clusters Score -617228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -617229.500000 Penalty: 2826.365967
	Iteration 49Q: 3 clusters Score -617229.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -617232.625000 Penalty: 2826.365967
	Iteration 50Q: 3 clusters Score -617232.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -617235.312500 Penalty: 2826.365967
	Iteration 51Q: 3 clusters Score -617235.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -617235.125000 Penalty: 2826.365967
	Iteration 52Q: 3 clusters Score -617235.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -617234.875000 Penalty: 2826.365967
	Iteration 53Q: 3 clusters Score -617234.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -617234.875000 Penalty: 2826.365967
	Iteration 54F: 3 clusters Score -617234.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (173125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173125 members 
Entering Unmasked Estep 
Score: -18579144.000000 Penalty: 1960.037598
	Iteration 0F: 2 clusters Score -1.857914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86570 members 
Mstep: Class 2 contains 86555 members 
Entering Unmasked Estep 
Score: -18470298.000000 Penalty: 3920.075195
	Iteration 0F: 3 clusters Score -1.84703e+07 nChanged 83432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86994 members 
Mstep: Class 2 contains 86131 members 
Entering Unmasked Estep 
Score: -18519320.000000 Penalty: 3920.075195
	Iteration 1F: 3 clusters Score -1.851932e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87226 members 
Mstep: Class 2 contains 85899 members 
Entering Unmasked Estep 
Score: -18520066.000000 Penalty: 3920.075195
	Iteration 2Q: 3 clusters Score -1.852007e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87801 members 
Mstep: Class 2 contains 85324 members 
Entering Unmasked Estep 
Score: -18521220.000000 Penalty: 3920.075195
	Iteration 3Q: 3 clusters Score -1.852122e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88973 members 
Mstep: Class 2 contains 84152 members 
Entering Unmasked Estep 
Score: -18523192.000000 Penalty: 3920.075195
	Iteration 4Q: 3 clusters Score -1.852319e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90923 members 
Mstep: Class 2 contains 82202 members 
Entering Unmasked Estep 
Score: -18525946.000000 Penalty: 3920.075195
	Iteration 5Q: 3 clusters Score -1.852595e+07 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93904 members 
Mstep: Class 2 contains 79221 members 
Entering Unmasked Estep 
Score: -18529622.000000 Penalty: 3920.075195
	Iteration 6Q: 3 clusters Score -1.852962e+07 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98008 members 
Mstep: Class 2 contains 75117 members 
Entering Unmasked Estep 
Score: -18534496.000000 Penalty: 3920.075195
	Iteration 7F: 3 clusters Score -1.85345e+07 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102891 members 
Mstep: Class 2 contains 70234 members 
Entering Unmasked Estep 
Score: -18539620.000000 Penalty: 3920.075195
	Iteration 8F: 3 clusters Score -1.853962e+07 nChanged 9823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108210 members 
Mstep: Class 2 contains 64915 members 
Entering Unmasked Estep 
Score: -18545028.000000 Penalty: 3920.075195
	Iteration 9F: 3 clusters Score -1.854503e+07 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113697 members 
Mstep: Class 2 contains 59428 members 
Entering Unmasked Estep 
Score: -18550538.000000 Penalty: 3920.075195
	Iteration 10F: 3 clusters Score -1.855054e+07 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118983 members 
Mstep: Class 2 contains 54142 members 
Entering Unmasked Estep 
Score: -18556308.000000 Penalty: 3920.075195
	Iteration 11Q: 3 clusters Score -1.855631e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123899 members 
Mstep: Class 2 contains 49226 members 
Entering Unmasked Estep 
Score: -18561140.000000 Penalty: 3920.075195
	Iteration 12Q: 3 clusters Score -1.856114e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128455 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -18564772.000000 Penalty: 3920.075195
	Iteration 13Q: 3 clusters Score -1.856477e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132746 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -18567246.000000 Penalty: 3920.075195
	Iteration 14Q: 3 clusters Score -1.856725e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136899 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -18569368.000000 Penalty: 3920.075195
	Iteration 15Q: 3 clusters Score -1.856937e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140949 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -18571454.000000 Penalty: 3920.075195
	Iteration 16Q: 3 clusters Score -1.857145e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144935 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -18573546.000000 Penalty: 3920.075195
	Iteration 17Q: 3 clusters Score -1.857355e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148853 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -18575502.000000 Penalty: 3920.075195
	Iteration 18Q: 3 clusters Score -1.85755e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152595 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -18577062.000000 Penalty: 3920.075195
	Iteration 19Q: 3 clusters Score -1.857706e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155852 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -18577974.000000 Penalty: 3920.075195
	Iteration 20F: 3 clusters Score -1.857797e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158726 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -18578476.000000 Penalty: 3920.075195
	Iteration 21Q: 3 clusters Score -1.857848e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161271 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -18578724.000000 Penalty: 3920.075195
	Iteration 22Q: 3 clusters Score -1.857872e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163560 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -18578786.000000 Penalty: 3920.075195
	Iteration 23Q: 3 clusters Score -1.857879e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165502 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -18578736.000000 Penalty: 3920.075195
	Iteration 24Q: 3 clusters Score -1.857874e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167213 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -18578570.000000 Penalty: 3920.075195
	Iteration 25Q: 3 clusters Score -1.857857e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168599 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -18578518.000000 Penalty: 3920.075195
	Iteration 26Q: 3 clusters Score -1.857852e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169670 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -18578486.000000 Penalty: 3920.075195
	Iteration 27Q: 3 clusters Score -1.857849e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170461 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -18578452.000000 Penalty: 3920.075195
	Iteration 28Q: 3 clusters Score -1.857845e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171044 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -18578328.000000 Penalty: 3920.075195
	Iteration 29Q: 3 clusters Score -1.857833e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171470 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -18578194.000000 Penalty: 3920.075195
	Iteration 30Q: 3 clusters Score -1.857819e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171780 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -18578126.000000 Penalty: 3920.075195
	Iteration 31Q: 3 clusters Score -1.857813e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171993 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -18578060.000000 Penalty: 3920.075195
	Iteration 32Q: 3 clusters Score -1.857806e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172145 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -18578044.000000 Penalty: 3920.075195
	Iteration 33Q: 3 clusters Score -1.857804e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172252 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -18578008.000000 Penalty: 3920.075195
	Iteration 34Q: 3 clusters Score -1.857801e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172334 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -18577952.000000 Penalty: 3920.075195
	Iteration 35Q: 3 clusters Score -1.857795e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172387 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -18577954.000000 Penalty: 3920.075195
	Iteration 36Q: 3 clusters Score -1.857795e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172426 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -18577950.000000 Penalty: 3920.075195
	Iteration 37Q: 3 clusters Score -1.857795e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172455 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -18577946.000000 Penalty: 3920.075195
	Iteration 38Q: 3 clusters Score -1.857795e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172474 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -18577942.000000 Penalty: 3920.075195
	Iteration 39Q: 3 clusters Score -1.857794e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172489 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -18577942.000000 Penalty: 3920.075195
	Iteration 40F: 3 clusters Score -1.857794e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172502 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -18577928.000000 Penalty: 3920.075195
	Iteration 41Q: 3 clusters Score -1.857793e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172512 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -18577950.000000 Penalty: 3920.075195
	Iteration 42Q: 3 clusters Score -1.857795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172515 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -18577948.000000 Penalty: 3920.075195
	Iteration 43Q: 3 clusters Score -1.857795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172518 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -18577946.000000 Penalty: 3920.075195
	Iteration 44Q: 3 clusters Score -1.857795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172520 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -18577940.000000 Penalty: 3920.075195
	Iteration 45Q: 3 clusters Score -1.857794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172521 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -18577950.000000 Penalty: 3920.075195
	Iteration 46Q: 3 clusters Score -1.857795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172521 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -18577938.000000 Penalty: 3920.075195
	Iteration 47Q: 3 clusters Score -1.857794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172521 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -18577938.000000 Penalty: 3920.075195
	Iteration 48F: 3 clusters Score -1.857794e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Entering Unmasked Estep 
Score: -376609.218750 Penalty: 1350.881470
	Iteration 0F: 2 clusters Score -376609.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -373265.625000 Penalty: 2701.762939
	Iteration 0F: 3 clusters Score -373265.6 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -374397.875000 Penalty: 2701.762939
	Iteration 1F: 3 clusters Score -374397.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -374815.000000 Penalty: 2701.762939
	Iteration 2F: 3 clusters Score -374815 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -375176.656250 Penalty: 2701.762939
	Iteration 3F: 3 clusters Score -375176.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -375417.625000 Penalty: 2701.762939
	Iteration 4F: 3 clusters Score -375417.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -375606.531250 Penalty: 2701.762939
	Iteration 5F: 3 clusters Score -375606.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -375785.875000 Penalty: 2701.762939
	Iteration 6Q: 3 clusters Score -375785.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -375962.312500 Penalty: 2701.762939
	Iteration 7Q: 3 clusters Score -375962.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -376110.718750 Penalty: 2701.762939
	Iteration 8Q: 3 clusters Score -376110.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -376214.000000 Penalty: 2701.762939
	Iteration 9Q: 3 clusters Score -376214 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -376266.875000 Penalty: 2701.762939
	Iteration 10Q: 3 clusters Score -376266.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -376290.843750 Penalty: 2701.762939
	Iteration 11Q: 3 clusters Score -376290.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -376301.968750 Penalty: 2701.762939
	Iteration 12Q: 3 clusters Score -376302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -376309.468750 Penalty: 2701.762939
	Iteration 13Q: 3 clusters Score -376309.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -376318.875000 Penalty: 2701.762939
	Iteration 14Q: 3 clusters Score -376318.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -376326.375000 Penalty: 2701.762939
	Iteration 15Q: 3 clusters Score -376326.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -376331.718750 Penalty: 2701.762939
	Iteration 16Q: 3 clusters Score -376331.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -376337.875000 Penalty: 2701.762939
	Iteration 17Q: 3 clusters Score -376337.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -376343.187500 Penalty: 2701.762939
	Iteration 18Q: 3 clusters Score -376343.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -376348.437500 Penalty: 2701.762939
	Iteration 19Q: 3 clusters Score -376348.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -376352.062500 Penalty: 2701.762939
	Iteration 20F: 3 clusters Score -376352.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -376356.718750 Penalty: 2701.762939
	Iteration 21Q: 3 clusters Score -376356.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -376364.187500 Penalty: 2701.762939
	Iteration 22Q: 3 clusters Score -376364.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -376370.343750 Penalty: 2701.762939
	Iteration 23Q: 3 clusters Score -376370.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -376377.750000 Penalty: 2701.762939
	Iteration 24Q: 3 clusters Score -376377.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -376386.343750 Penalty: 2701.762939
	Iteration 25Q: 3 clusters Score -376386.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -376393.281250 Penalty: 2701.762939
	Iteration 26Q: 3 clusters Score -376393.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -376399.031250 Penalty: 2701.762939
	Iteration 27Q: 3 clusters Score -376399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -376401.312500 Penalty: 2701.762939
	Iteration 28Q: 3 clusters Score -376401.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -376407.500000 Penalty: 2701.762939
	Iteration 29Q: 3 clusters Score -376407.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -376410.125000 Penalty: 2701.762939
	Iteration 30Q: 3 clusters Score -376410.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -376411.406250 Penalty: 2701.762939
	Iteration 31Q: 3 clusters Score -376411.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -376411.187500 Penalty: 2701.762939
	Iteration 32Q: 3 clusters Score -376411.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -376411.187500 Penalty: 2701.762939
	Iteration 33F: 3 clusters Score -376411.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (39581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Entering Unmasked Estep 
Score: -3884790.500000 Penalty: 1720.241943
	Iteration 0F: 2 clusters Score -3884790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -3858225.000000 Penalty: 3440.483887
	Iteration 0F: 3 clusters Score -3858225 nChanged 18362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -3868765.000000 Penalty: 3440.483887
	Iteration 1F: 3 clusters Score -3868765 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -3869554.750000 Penalty: 3440.483887
	Iteration 2Q: 3 clusters Score -3869555 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -3870486.250000 Penalty: 3440.483887
	Iteration 3F: 3 clusters Score -3870486 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -3871642.000000 Penalty: 3440.483887
	Iteration 4F: 3 clusters Score -3871642 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -3873124.500000 Penalty: 3440.483887
	Iteration 5F: 3 clusters Score -3873124 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -3874798.000000 Penalty: 3440.483887
	Iteration 6F: 3 clusters Score -3874798 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -3876609.750000 Penalty: 3440.483887
	Iteration 7F: 3 clusters Score -3876610 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -3878360.500000 Penalty: 3440.483887
	Iteration 8F: 3 clusters Score -3878360 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -3880015.500000 Penalty: 3440.483887
	Iteration 9F: 3 clusters Score -3880016 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -3881372.750000 Penalty: 3440.483887
	Iteration 10Q: 3 clusters Score -3881373 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -3882375.500000 Penalty: 3440.483887
	Iteration 11Q: 3 clusters Score -3882376 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -3883003.000000 Penalty: 3440.483887
	Iteration 12Q: 3 clusters Score -3883003 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -3883383.000000 Penalty: 3440.483887
	Iteration 13Q: 3 clusters Score -3883383 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -3883572.500000 Penalty: 3440.483887
	Iteration 14Q: 3 clusters Score -3883572 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -3883700.000000 Penalty: 3440.483887
	Iteration 15Q: 3 clusters Score -3883700 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -3883754.250000 Penalty: 3440.483887
	Iteration 16Q: 3 clusters Score -3883754 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -3883805.000000 Penalty: 3440.483887
	Iteration 17Q: 3 clusters Score -3883805 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -3883846.500000 Penalty: 3440.483887
	Iteration 18Q: 3 clusters Score -3883846 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -3883869.500000 Penalty: 3440.483887
	Iteration 19Q: 3 clusters Score -3883870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -3883885.000000 Penalty: 3440.483887
	Iteration 20F: 3 clusters Score -3883885 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -3883896.750000 Penalty: 3440.483887
	Iteration 21Q: 3 clusters Score -3883897 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -3883907.750000 Penalty: 3440.483887
	Iteration 22Q: 3 clusters Score -3883908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -3883920.500000 Penalty: 3440.483887
	Iteration 23Q: 3 clusters Score -3883920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -3883947.500000 Penalty: 3440.483887
	Iteration 24Q: 3 clusters Score -3883948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -3883970.250000 Penalty: 3440.483887
	Iteration 25Q: 3 clusters Score -3883970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -3883993.250000 Penalty: 3440.483887
	Iteration 26Q: 3 clusters Score -3883993 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -3884011.500000 Penalty: 3440.483887
	Iteration 27Q: 3 clusters Score -3884012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -3884019.250000 Penalty: 3440.483887
	Iteration 28Q: 3 clusters Score -3884019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -3884026.500000 Penalty: 3440.483887
	Iteration 29Q: 3 clusters Score -3884026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -3884031.000000 Penalty: 3440.483887
	Iteration 30Q: 3 clusters Score -3884031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -3884039.750000 Penalty: 3440.483887
	Iteration 31Q: 3 clusters Score -3884040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -3884051.750000 Penalty: 3440.483887
	Iteration 32Q: 3 clusters Score -3884052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -3884053.500000 Penalty: 3440.483887
	Iteration 33Q: 3 clusters Score -3884054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -3884055.000000 Penalty: 3440.483887
	Iteration 34Q: 3 clusters Score -3884055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -3884057.750000 Penalty: 3440.483887
	Iteration 35Q: 3 clusters Score -3884058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -3884056.250000 Penalty: 3440.483887
	Iteration 36Q: 3 clusters Score -3884056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -3884058.500000 Penalty: 3440.483887
	Iteration 37Q: 3 clusters Score -3884058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -3884063.000000 Penalty: 3440.483887
	Iteration 38Q: 3 clusters Score -3884063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -3884064.250000 Penalty: 3440.483887
	Iteration 39Q: 3 clusters Score -3884064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -3884067.250000 Penalty: 3440.483887
	Iteration 40F: 3 clusters Score -3884067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -3884066.750000 Penalty: 3440.483887
	Iteration 41Q: 3 clusters Score -3884067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -3884070.500000 Penalty: 3440.483887
	Iteration 42Q: 3 clusters Score -3884070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -3884068.250000 Penalty: 3440.483887
	Iteration 43Q: 3 clusters Score -3884068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -3884069.750000 Penalty: 3440.483887
	Iteration 44Q: 3 clusters Score -3884070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -3884069.000000 Penalty: 3440.483887
	Iteration 45Q: 3 clusters Score -3884069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -3884068.000000 Penalty: 3440.483887
	Iteration 46Q: 3 clusters Score -3884068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -3884068.000000 Penalty: 3440.483887
	Iteration 47F: 3 clusters Score -3884068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -111936.929688 Penalty: 1149.406372
	Iteration 0F: 2 clusters Score -111936.9 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 598 members 
Entering Unmasked Estep 
Score: -110425.148438 Penalty: 2298.812744
	Iteration 0F: 3 clusters Score -110425.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -110816.500000 Penalty: 2298.812744
	Iteration 1F: 3 clusters Score -110816.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -111038.078125 Penalty: 2298.812744
	Iteration 2F: 3 clusters Score -111038.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -111210.484375 Penalty: 2298.812744
	Iteration 3F: 3 clusters Score -111210.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -111367.734375 Penalty: 2298.812744
	Iteration 4F: 3 clusters Score -111367.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -111580.718750 Penalty: 2298.812744
	Iteration 5F: 3 clusters Score -111580.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -111764.062500 Penalty: 2298.812744
	Iteration 6F: 3 clusters Score -111764.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -111943.335938 Penalty: 2298.812744
	Iteration 7Q: 3 clusters Score -111943.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -112039.445312 Penalty: 2298.812744
	Iteration 8Q: 3 clusters Score -112039.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -112141.101562 Penalty: 2298.812744
	Iteration 9Q: 3 clusters Score -112141.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -112183.960938 Penalty: 2298.812744
	Iteration 10Q: 3 clusters Score -112184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -112233.484375 Penalty: 2298.812744
	Iteration 11Q: 3 clusters Score -112233.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -112266.664062 Penalty: 2298.812744
	Iteration 12Q: 3 clusters Score -112266.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -112288.500000 Penalty: 2298.812744
	Iteration 13Q: 3 clusters Score -112288.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112296.367188 Penalty: 2298.812744
	Iteration 14Q: 3 clusters Score -112296.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -112301.515625 Penalty: 2298.812744
	Iteration 15Q: 3 clusters Score -112301.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -112304.539062 Penalty: 2298.812744
	Iteration 16Q: 3 clusters Score -112304.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -112308.015625 Penalty: 2298.812744
	Iteration 17Q: 3 clusters Score -112308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -112314.921875 Penalty: 2298.812744
	Iteration 18Q: 3 clusters Score -112314.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -112320.328125 Penalty: 2298.812744
	Iteration 19Q: 3 clusters Score -112320.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -112323.593750 Penalty: 2298.812744
	Iteration 20F: 3 clusters Score -112323.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -112326.789062 Penalty: 2298.812744
	Iteration 21Q: 3 clusters Score -112326.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -112329.054688 Penalty: 2298.812744
	Iteration 22Q: 3 clusters Score -112329.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -112329.054688 Penalty: 2298.812744
	Iteration 23F: 3 clusters Score -112329.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7256 members 
Mstep: Class 3 contains 5949 members 
Mstep: Class 4 contains 9784 members 
Mstep: Class 5 contains 17023 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40410 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5601 members 
Mstep: Class 12 contains 30534 members 
Mstep: Class 13 contains 10549 members 
Mstep: Class 14 contains 2498 members 
Mstep: Class 15 contains 16736 members 
Mstep: Class 16 contains 5209 members 
Mstep: Class 17 contains 22455 members 
Mstep: Class 18 contains 128826 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 31232 members 
Mstep: Class 21 contains 15135 members 
Mstep: Class 22 contains 4051 members 
Mstep: Class 23 contains 5461 members 
Mstep: Class 24 contains 24418 members 
Mstep: Class 25 contains 5982 members 
Mstep: Class 26 contains 173125 members 
Mstep: Class 27 contains 4077 members 
Mstep: Class 28 contains 39581 members 
Mstep: Class 29 contains 747 members 
Mstep: Class 30 contains 2191 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 4117 members 
Mstep: Class 33 contains 12740 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 433 members 
Entering Unmasked Estep 
Score: -65951444.000000 Penalty: 76049.578125
Splitting cluster 29 changes total score from -65952036.000000 to -65951444.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (2191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Entering Unmasked Estep 
Score: -225844.875000 Penalty: 1249.968384
	Iteration 0F: 2 clusters Score -225844.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -223664.656250 Penalty: 2499.936768
	Iteration 0F: 3 clusters Score -223664.7 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -224170.453125 Penalty: 2499.936768
	Iteration 1F: 3 clusters Score -224170.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -224302.062500 Penalty: 2499.936768
	Iteration 2F: 3 clusters Score -224302.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -224429.546875 Penalty: 2499.936768
	Iteration 3F: 3 clusters Score -224429.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -224540.765625 Penalty: 2499.936768
	Iteration 4F: 3 clusters Score -224540.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -224631.156250 Penalty: 2499.936768
	Iteration 5Q: 3 clusters Score -224631.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -224706.359375 Penalty: 2499.936768
	Iteration 6Q: 3 clusters Score -224706.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -224776.218750 Penalty: 2499.936768
	Iteration 7Q: 3 clusters Score -224776.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -224836.093750 Penalty: 2499.936768
	Iteration 8Q: 3 clusters Score -224836.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -224878.140625 Penalty: 2499.936768
	Iteration 9Q: 3 clusters Score -224878.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -224908.593750 Penalty: 2499.936768
	Iteration 10Q: 3 clusters Score -224908.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -224931.203125 Penalty: 2499.936768
	Iteration 11Q: 3 clusters Score -224931.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -224958.718750 Penalty: 2499.936768
	Iteration 12Q: 3 clusters Score -224958.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -224986.171875 Penalty: 2499.936768
	Iteration 13Q: 3 clusters Score -224986.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -225009.906250 Penalty: 2499.936768
	Iteration 14Q: 3 clusters Score -225009.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -225022.609375 Penalty: 2499.936768
	Iteration 15Q: 3 clusters Score -225022.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -225032.687500 Penalty: 2499.936768
	Iteration 16Q: 3 clusters Score -225032.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -225043.046875 Penalty: 2499.936768
	Iteration 17Q: 3 clusters Score -225043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -225051.953125 Penalty: 2499.936768
	Iteration 18Q: 3 clusters Score -225052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -225056.687500 Penalty: 2499.936768
	Iteration 19Q: 3 clusters Score -225056.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -225060.968750 Penalty: 2499.936768
	Iteration 20F: 3 clusters Score -225061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -225065.046875 Penalty: 2499.936768
	Iteration 21Q: 3 clusters Score -225065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -225066.296875 Penalty: 2499.936768
	Iteration 22Q: 3 clusters Score -225066.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -225066.484375 Penalty: 2499.936768
	Iteration 23Q: 3 clusters Score -225066.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -225066.484375 Penalty: 2499.936768
	Iteration 24F: 3 clusters Score -225066.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Entering Unmasked Estep 
Score: -306551.156250 Penalty: 1298.193359
	Iteration 0F: 2 clusters Score -306551.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -303867.968750 Penalty: 2596.386719
	Iteration 0F: 3 clusters Score -303868 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -304491.906250 Penalty: 2596.386719
	Iteration 1F: 3 clusters Score -304491.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -304652.031250 Penalty: 2596.386719
	Iteration 2F: 3 clusters Score -304652 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -304761.343750 Penalty: 2596.386719
	Iteration 3F: 3 clusters Score -304761.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -304835.281250 Penalty: 2596.386719
	Iteration 4Q: 3 clusters Score -304835.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -304893.781250 Penalty: 2596.386719
	Iteration 5Q: 3 clusters Score -304893.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -304945.500000 Penalty: 2596.386719
	Iteration 6Q: 3 clusters Score -304945.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -304979.281250 Penalty: 2596.386719
	Iteration 7Q: 3 clusters Score -304979.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -305007.625000 Penalty: 2596.386719
	Iteration 8Q: 3 clusters Score -305007.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -305035.343750 Penalty: 2596.386719
	Iteration 9Q: 3 clusters Score -305035.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -305064.031250 Penalty: 2596.386719
	Iteration 10Q: 3 clusters Score -305064 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -305089.593750 Penalty: 2596.386719
	Iteration 11Q: 3 clusters Score -305089.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -305111.562500 Penalty: 2596.386719
	Iteration 12Q: 3 clusters Score -305111.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -305121.625000 Penalty: 2596.386719
	Iteration 13Q: 3 clusters Score -305121.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -305131.562500 Penalty: 2596.386719
	Iteration 14Q: 3 clusters Score -305131.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -305142.187500 Penalty: 2596.386719
	Iteration 15Q: 3 clusters Score -305142.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -305152.968750 Penalty: 2596.386719
	Iteration 16Q: 3 clusters Score -305153 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -305165.625000 Penalty: 2596.386719
	Iteration 17Q: 3 clusters Score -305165.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -305176.156250 Penalty: 2596.386719
	Iteration 18Q: 3 clusters Score -305176.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -305188.281250 Penalty: 2596.386719
	Iteration 19Q: 3 clusters Score -305188.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -305203.062500 Penalty: 2596.386719
	Iteration 20F: 3 clusters Score -305203.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -305219.312500 Penalty: 2596.386719
	Iteration 21Q: 3 clusters Score -305219.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -305230.312500 Penalty: 2596.386719
	Iteration 22Q: 3 clusters Score -305230.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -305237.531250 Penalty: 2596.386719
	Iteration 23Q: 3 clusters Score -305237.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -305243.562500 Penalty: 2596.386719
	Iteration 24Q: 3 clusters Score -305243.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -305250.187500 Penalty: 2596.386719
	Iteration 25Q: 3 clusters Score -305250.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -305261.687500 Penalty: 2596.386719
	Iteration 26Q: 3 clusters Score -305261.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -305272.343750 Penalty: 2596.386719
	Iteration 27Q: 3 clusters Score -305272.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -305286.437500 Penalty: 2596.386719
	Iteration 28Q: 3 clusters Score -305286.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -305301.375000 Penalty: 2596.386719
	Iteration 29Q: 3 clusters Score -305301.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -305315.437500 Penalty: 2596.386719
	Iteration 30Q: 3 clusters Score -305315.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -305333.062500 Penalty: 2596.386719
	Iteration 31Q: 3 clusters Score -305333.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -305347.656250 Penalty: 2596.386719
	Iteration 32Q: 3 clusters Score -305347.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -305354.437500 Penalty: 2596.386719
	Iteration 33Q: 3 clusters Score -305354.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -305363.656250 Penalty: 2596.386719
	Iteration 34Q: 3 clusters Score -305363.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -305373.468750 Penalty: 2596.386719
	Iteration 35Q: 3 clusters Score -305373.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -305380.750000 Penalty: 2596.386719
	Iteration 36Q: 3 clusters Score -305380.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -305387.062500 Penalty: 2596.386719
	Iteration 37Q: 3 clusters Score -305387.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -305393.468750 Penalty: 2596.386719
	Iteration 38Q: 3 clusters Score -305393.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -305403.125000 Penalty: 2596.386719
	Iteration 39Q: 3 clusters Score -305403.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -305409.218750 Penalty: 2596.386719
	Iteration 40F: 3 clusters Score -305409.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -305415.312500 Penalty: 2596.386719
	Iteration 41Q: 3 clusters Score -305415.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -305422.406250 Penalty: 2596.386719
	Iteration 42Q: 3 clusters Score -305422.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -305428.718750 Penalty: 2596.386719
	Iteration 43Q: 3 clusters Score -305428.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -305434.156250 Penalty: 2596.386719
	Iteration 44Q: 3 clusters Score -305434.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -305438.406250 Penalty: 2596.386719
	Iteration 45Q: 3 clusters Score -305438.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -305441.062500 Penalty: 2596.386719
	Iteration 46Q: 3 clusters Score -305441.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -305443.687500 Penalty: 2596.386719
	Iteration 47Q: 3 clusters Score -305443.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -305447.343750 Penalty: 2596.386719
	Iteration 48Q: 3 clusters Score -305447.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -305452.593750 Penalty: 2596.386719
	Iteration 49Q: 3 clusters Score -305452.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -305457.781250 Penalty: 2596.386719
	Iteration 50Q: 3 clusters Score -305457.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -305466.531250 Penalty: 2596.386719
	Iteration 51Q: 3 clusters Score -305466.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -305477.468750 Penalty: 2596.386719
	Iteration 52Q: 3 clusters Score -305477.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -305486.406250 Penalty: 2596.386719
	Iteration 53Q: 3 clusters Score -305486.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -305494.812500 Penalty: 2596.386719
	Iteration 54Q: 3 clusters Score -305494.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -305510.468750 Penalty: 2596.386719
	Iteration 55Q: 3 clusters Score -305510.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -305528.343750 Penalty: 2596.386719
	Iteration 56Q: 3 clusters Score -305528.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -305537.187500 Penalty: 2596.386719
	Iteration 57Q: 3 clusters Score -305537.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -305542.437500 Penalty: 2596.386719
	Iteration 58Q: 3 clusters Score -305542.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -305545.187500 Penalty: 2596.386719
	Iteration 59Q: 3 clusters Score -305545.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -305549.500000 Penalty: 2596.386719
	Iteration 60F: 3 clusters Score -305549.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -305552.125000 Penalty: 2596.386719
	Iteration 61Q: 3 clusters Score -305552.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -305556.375000 Penalty: 2596.386719
	Iteration 62Q: 3 clusters Score -305556.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -305560.031250 Penalty: 2596.386719
	Iteration 63Q: 3 clusters Score -305560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -305562.875000 Penalty: 2596.386719
	Iteration 64Q: 3 clusters Score -305562.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -305563.875000 Penalty: 2596.386719
	Iteration 65Q: 3 clusters Score -305563.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -305566.625000 Penalty: 2596.386719
	Iteration 66Q: 3 clusters Score -305566.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -305567.281250 Penalty: 2596.386719
	Iteration 67Q: 3 clusters Score -305567.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -305568.312500 Penalty: 2596.386719
	Iteration 68Q: 3 clusters Score -305568.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -305568.281250 Penalty: 2596.386719
	Iteration 69Q: 3 clusters Score -305568.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -305568.281250 Penalty: 2596.386719
	Iteration 70F: 3 clusters Score -305568.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Entering Unmasked Estep 
Score: -410546.468750 Penalty: 1352.468018
	Iteration 0F: 2 clusters Score -410546.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -407107.500000 Penalty: 2704.936035
	Iteration 0F: 3 clusters Score -407107.5 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -408033.875000 Penalty: 2704.936035
	Iteration 1F: 3 clusters Score -408033.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -408300.781250 Penalty: 2704.936035
	Iteration 2F: 3 clusters Score -408300.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -408535.031250 Penalty: 2704.936035
	Iteration 3F: 3 clusters Score -408535 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -408770.343750 Penalty: 2704.936035
	Iteration 4F: 3 clusters Score -408770.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -408971.375000 Penalty: 2704.936035
	Iteration 5F: 3 clusters Score -408971.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -409150.250000 Penalty: 2704.936035
	Iteration 6F: 3 clusters Score -409150.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -409262.625000 Penalty: 2704.936035
	Iteration 7Q: 3 clusters Score -409262.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -409338.468750 Penalty: 2704.936035
	Iteration 8Q: 3 clusters Score -409338.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -409386.312500 Penalty: 2704.936035
	Iteration 9Q: 3 clusters Score -409386.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -409457.281250 Penalty: 2704.936035
	Iteration 10Q: 3 clusters Score -409457.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -409540.937500 Penalty: 2704.936035
	Iteration 11Q: 3 clusters Score -409540.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -409615.531250 Penalty: 2704.936035
	Iteration 12Q: 3 clusters Score -409615.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -409680.468750 Penalty: 2704.936035
	Iteration 13Q: 3 clusters Score -409680.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -409735.250000 Penalty: 2704.936035
	Iteration 14Q: 3 clusters Score -409735.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -409775.937500 Penalty: 2704.936035
	Iteration 15Q: 3 clusters Score -409775.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -409821.968750 Penalty: 2704.936035
	Iteration 16Q: 3 clusters Score -409822 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -409870.375000 Penalty: 2704.936035
	Iteration 17Q: 3 clusters Score -409870.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -409918.531250 Penalty: 2704.936035
	Iteration 18Q: 3 clusters Score -409918.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -409985.375000 Penalty: 2704.936035
	Iteration 19Q: 3 clusters Score -409985.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -410075.375000 Penalty: 2704.936035
	Iteration 20F: 3 clusters Score -410075.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -410203.281250 Penalty: 2704.936035
	Iteration 21Q: 3 clusters Score -410203.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -410273.625000 Penalty: 2704.936035
	Iteration 22Q: 3 clusters Score -410273.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -410293.406250 Penalty: 2704.936035
	Iteration 23Q: 3 clusters Score -410293.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -410300.125000 Penalty: 2704.936035
	Iteration 24Q: 3 clusters Score -410300.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -410304.437500 Penalty: 2704.936035
	Iteration 25Q: 3 clusters Score -410304.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -410305.531250 Penalty: 2704.936035
	Iteration 26Q: 3 clusters Score -410305.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -410306.156250 Penalty: 2704.936035
	Iteration 27Q: 3 clusters Score -410306.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -410306.156250 Penalty: 2704.936035
	Iteration 28F: 3 clusters Score -410306.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Entering Unmasked Estep 
Score: -1326813.625000 Penalty: 1536.031616
	Iteration 0F: 2 clusters Score -1326814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1317875.625000 Penalty: 3072.063232
	Iteration 0F: 3 clusters Score -1317876 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1320938.375000 Penalty: 3072.063232
	Iteration 1F: 3 clusters Score -1320938 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1321281.875000 Penalty: 3072.063232
	Iteration 2F: 3 clusters Score -1321282 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1321626.125000 Penalty: 3072.063232
	Iteration 3F: 3 clusters Score -1321626 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1322053.625000 Penalty: 3072.063232
	Iteration 4F: 3 clusters Score -1322054 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1322578.125000 Penalty: 3072.063232
	Iteration 5F: 3 clusters Score -1322578 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1323175.625000 Penalty: 3072.063232
	Iteration 6F: 3 clusters Score -1323176 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1323771.750000 Penalty: 3072.063232
	Iteration 7F: 3 clusters Score -1323772 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1324275.500000 Penalty: 3072.063232
	Iteration 8Q: 3 clusters Score -1324276 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1324704.250000 Penalty: 3072.063232
	Iteration 9Q: 3 clusters Score -1324704 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1324989.625000 Penalty: 3072.063232
	Iteration 10Q: 3 clusters Score -1324990 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1325183.875000 Penalty: 3072.063232
	Iteration 11Q: 3 clusters Score -1325184 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1325331.125000 Penalty: 3072.063232
	Iteration 12Q: 3 clusters Score -1325331 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1325409.000000 Penalty: 3072.063232
	Iteration 13Q: 3 clusters Score -1325409 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1325473.000000 Penalty: 3072.063232
	Iteration 14Q: 3 clusters Score -1325473 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1325520.875000 Penalty: 3072.063232
	Iteration 15Q: 3 clusters Score -1325521 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1325556.375000 Penalty: 3072.063232
	Iteration 16Q: 3 clusters Score -1325556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1325583.750000 Penalty: 3072.063232
	Iteration 17Q: 3 clusters Score -1325584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1325604.375000 Penalty: 3072.063232
	Iteration 18Q: 3 clusters Score -1325604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1325627.000000 Penalty: 3072.063232
	Iteration 19Q: 3 clusters Score -1325627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1325647.750000 Penalty: 3072.063232
	Iteration 20F: 3 clusters Score -1325648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1325656.625000 Penalty: 3072.063232
	Iteration 21Q: 3 clusters Score -1325657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1325671.375000 Penalty: 3072.063232
	Iteration 22Q: 3 clusters Score -1325671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1325682.875000 Penalty: 3072.063232
	Iteration 23Q: 3 clusters Score -1325683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1325693.750000 Penalty: 3072.063232
	Iteration 24Q: 3 clusters Score -1325694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1325699.875000 Penalty: 3072.063232
	Iteration 25Q: 3 clusters Score -1325700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1325704.125000 Penalty: 3072.063232
	Iteration 26Q: 3 clusters Score -1325704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1325706.875000 Penalty: 3072.063232
	Iteration 27Q: 3 clusters Score -1325707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1325707.375000 Penalty: 3072.063232
	Iteration 28Q: 3 clusters Score -1325707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1325707.375000 Penalty: 3072.063232
	Iteration 29F: 3 clusters Score -1325707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -113158.890625 Penalty: 1167.502197
	Iteration 0F: 2 clusters Score -113158.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -111579.882812 Penalty: 2335.004395
	Iteration 0F: 3 clusters Score -111579.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -112072.093750 Penalty: 2335.004395
	Iteration 1F: 3 clusters Score -112072.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -112245.359375 Penalty: 2335.004395
	Iteration 2F: 3 clusters Score -112245.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -112316.187500 Penalty: 2335.004395
	Iteration 3Q: 3 clusters Score -112316.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -112360.882812 Penalty: 2335.004395
	Iteration 4Q: 3 clusters Score -112360.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -112380.414062 Penalty: 2335.004395
	Iteration 5Q: 3 clusters Score -112380.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -112415.203125 Penalty: 2335.004395
	Iteration 6Q: 3 clusters Score -112415.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -112432.359375 Penalty: 2335.004395
	Iteration 7Q: 3 clusters Score -112432.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -112445.265625 Penalty: 2335.004395
	Iteration 8Q: 3 clusters Score -112445.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -112458.140625 Penalty: 2335.004395
	Iteration 9Q: 3 clusters Score -112458.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -112472.492188 Penalty: 2335.004395
	Iteration 10Q: 3 clusters Score -112472.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -112480.265625 Penalty: 2335.004395
	Iteration 11Q: 3 clusters Score -112480.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -112484.445312 Penalty: 2335.004395
	Iteration 12Q: 3 clusters Score -112484.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -112486.835938 Penalty: 2335.004395
	Iteration 13Q: 3 clusters Score -112486.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -112487.843750 Penalty: 2335.004395
	Iteration 14Q: 3 clusters Score -112487.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -112487.843750 Penalty: 2335.004395
	Iteration 15F: 3 clusters Score -112487.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7256 members 
Mstep: Class 3 contains 5949 members 
Mstep: Class 4 contains 9784 members 
Mstep: Class 5 contains 17023 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40410 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5601 members 
Mstep: Class 12 contains 30534 members 
Mstep: Class 13 contains 10549 members 
Mstep: Class 14 contains 2498 members 
Mstep: Class 15 contains 16736 members 
Mstep: Class 16 contains 5209 members 
Mstep: Class 17 contains 22455 members 
Mstep: Class 18 contains 128826 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 31232 members 
Mstep: Class 21 contains 15135 members 
Mstep: Class 22 contains 4051 members 
Mstep: Class 23 contains 5461 members 
Mstep: Class 24 contains 24418 members 
Mstep: Class 25 contains 5982 members 
Mstep: Class 26 contains 173125 members 
Mstep: Class 27 contains 4077 members 
Mstep: Class 28 contains 39581 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2191 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 4117 members 
Mstep: Class 33 contains 12740 members 
Mstep: Class 34 contains 1319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952100.000000 Penalty: 73876.734375
Iteration 159Q: 35 clusters Score -6.59521e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7254 members 
Mstep: Class 3 contains 5949 members 
Mstep: Class 4 contains 9787 members 
Mstep: Class 5 contains 17023 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40417 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 30536 members 
Mstep: Class 13 contains 10550 members 
Mstep: Class 14 contains 2499 members 
Mstep: Class 15 contains 16739 members 
Mstep: Class 16 contains 5210 members 
Mstep: Class 17 contains 22452 members 
Mstep: Class 18 contains 128823 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 31231 members 
Mstep: Class 21 contains 15122 members 
Mstep: Class 22 contains 4052 members 
Mstep: Class 23 contains 5451 members 
Mstep: Class 24 contains 24422 members 
Mstep: Class 25 contains 5988 members 
Mstep: Class 26 contains 173127 members 
Mstep: Class 27 contains 4076 members 
Mstep: Class 28 contains 39586 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2191 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 4117 members 
Mstep: Class 33 contains 12737 members 
Mstep: Class 34 contains 1320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952096.000000 Penalty: 73876.734375
Iteration 160F: 35 clusters Score -6.59521e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7252 members 
Mstep: Class 3 contains 5949 members 
Mstep: Class 4 contains 9785 members 
Mstep: Class 5 contains 17023 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40426 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 30537 members 
Mstep: Class 13 contains 10553 members 
Mstep: Class 14 contains 2502 members 
Mstep: Class 15 contains 16744 members 
Mstep: Class 16 contains 5211 members 
Mstep: Class 17 contains 22453 members 
Mstep: Class 18 contains 128819 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 31232 members 
Mstep: Class 21 contains 15106 members 
Mstep: Class 22 contains 4051 members 
Mstep: Class 23 contains 5444 members 
Mstep: Class 24 contains 24426 members 
Mstep: Class 25 contains 5993 members 
Mstep: Class 26 contains 173126 members 
Mstep: Class 27 contains 4075 members 
Mstep: Class 28 contains 39587 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2191 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 4117 members 
Mstep: Class 33 contains 12737 members 
Mstep: Class 34 contains 1320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952092.000000 Penalty: 73876.734375
Iteration 161Q: 35 clusters Score -6.595209e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5948 members 
Mstep: Class 4 contains 9786 members 
Mstep: Class 5 contains 17026 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40435 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 30539 members 
Mstep: Class 13 contains 10556 members 
Mstep: Class 14 contains 2508 members 
Mstep: Class 15 contains 16751 members 
Mstep: Class 16 contains 5211 members 
Mstep: Class 17 contains 22454 members 
Mstep: Class 18 contains 128814 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 31235 members 
Mstep: Class 21 contains 15091 members 
Mstep: Class 22 contains 4045 members 
Mstep: Class 23 contains 5437 members 
Mstep: Class 24 contains 24427 members 
Mstep: Class 25 contains 5996 members 
Mstep: Class 26 contains 173122 members 
Mstep: Class 27 contains 4078 members 
Mstep: Class 28 contains 39586 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2191 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 4117 members 
Mstep: Class 33 contains 12736 members 
Mstep: Class 34 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952108.000000 Penalty: 73876.734375
Iteration 162Q: 35 clusters Score -6.595211e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5948 members 
Mstep: Class 4 contains 9786 members 
Mstep: Class 5 contains 17028 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40445 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 30539 members 
Mstep: Class 13 contains 10558 members 
Mstep: Class 14 contains 2516 members 
Mstep: Class 15 contains 16754 members 
Mstep: Class 16 contains 5212 members 
Mstep: Class 17 contains 22455 members 
Mstep: Class 18 contains 128811 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 31234 members 
Mstep: Class 21 contains 15077 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 5427 members 
Mstep: Class 24 contains 24425 members 
Mstep: Class 25 contains 6002 members 
Mstep: Class 26 contains 173122 members 
Mstep: Class 27 contains 4081 members 
Mstep: Class 28 contains 39586 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2191 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 4117 members 
Mstep: Class 33 contains 12737 members 
Mstep: Class 34 contains 1320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952160.000000 Penalty: 73876.734375
Iteration 163Q: 35 clusters Score -6.595216e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5948 members 
Mstep: Class 4 contains 9786 members 
Mstep: Class 5 contains 17029 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40453 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 30539 members 
Mstep: Class 13 contains 10560 members 
Mstep: Class 14 contains 2523 members 
Mstep: Class 15 contains 16757 members 
Mstep: Class 16 contains 5213 members 
Mstep: Class 17 contains 22455 members 
Mstep: Class 18 contains 128809 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 31234 members 
Mstep: Class 21 contains 15067 members 
Mstep: Class 22 contains 4034 members 
Mstep: Class 23 contains 5419 members 
Mstep: Class 24 contains 24422 members 
Mstep: Class 25 contains 6006 members 
Mstep: Class 26 contains 173122 members 
Mstep: Class 27 contains 4081 members 
Mstep: Class 28 contains 39589 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2191 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 4117 members 
Mstep: Class 33 contains 12736 members 
Mstep: Class 34 contains 1320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952132.000000 Penalty: 73876.734375
Iteration 164Q: 35 clusters Score -6.595213e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5947 members 
Mstep: Class 4 contains 9785 members 
Mstep: Class 5 contains 17031 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40466 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 30539 members 
Mstep: Class 13 contains 10561 members 
Mstep: Class 14 contains 2530 members 
Mstep: Class 15 contains 16760 members 
Mstep: Class 16 contains 5212 members 
Mstep: Class 17 contains 22456 members 
Mstep: Class 18 contains 128805 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 31235 members 
Mstep: Class 21 contains 15047 members 
Mstep: Class 22 contains 4028 members 
Mstep: Class 23 contains 5413 members 
Mstep: Class 24 contains 24426 members 
Mstep: Class 25 contains 6011 members 
Mstep: Class 26 contains 173120 members 
Mstep: Class 27 contains 4081 members 
Mstep: Class 28 contains 39594 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2191 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 4117 members 
Mstep: Class 33 contains 12736 members 
Mstep: Class 34 contains 1320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952176.000000 Penalty: 73876.734375
Iteration 165Q: 35 clusters Score -6.595218e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7253 members 
Mstep: Class 3 contains 5947 members 
Mstep: Class 4 contains 9784 members 
Mstep: Class 5 contains 17031 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40473 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 30540 members 
Mstep: Class 13 contains 10563 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 16762 members 
Mstep: Class 16 contains 5212 members 
Mstep: Class 17 contains 22454 members 
Mstep: Class 18 contains 128803 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 31236 members 
Mstep: Class 21 contains 15041 members 
Mstep: Class 22 contains 4028 members 
Mstep: Class 23 contains 5405 members 
Mstep: Class 24 contains 24422 members 
Mstep: Class 25 contains 6014 members 
Mstep: Class 26 contains 173120 members 
Mstep: Class 27 contains 4086 members 
Mstep: Class 28 contains 39594 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2191 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 4117 members 
Mstep: Class 33 contains 12734 members 
Mstep: Class 34 contains 1319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952148.000000 Penalty: 73876.734375
Iteration 166Q: 35 clusters Score -6.595215e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7256 members 
Mstep: Class 3 contains 5947 members 
Mstep: Class 4 contains 9782 members 
Mstep: Class 5 contains 17031 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40491 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 30540 members 
Mstep: Class 13 contains 10563 members 
Mstep: Class 14 contains 2537 members 
Mstep: Class 15 contains 16764 members 
Mstep: Class 16 contains 5213 members 
Mstep: Class 17 contains 22454 members 
Mstep: Class 18 contains 128802 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 31233 members 
Mstep: Class 21 contains 15028 members 
Mstep: Class 22 contains 4025 members 
Mstep: Class 23 contains 5396 members 
Mstep: Class 24 contains 24419 members 
Mstep: Class 25 contains 6020 members 
Mstep: Class 26 contains 173121 members 
Mstep: Class 27 contains 4088 members 
Mstep: Class 28 contains 39594 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2191 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 4117 members 
Mstep: Class 33 contains 12731 members 
Mstep: Class 34 contains 1319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952184.000000 Penalty: 73876.734375
Iteration 167Q: 35 clusters Score -6.595218e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7261 members 
Mstep: Class 3 contains 5947 members 
Mstep: Class 4 contains 9780 members 
Mstep: Class 5 contains 17032 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40506 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 30539 members 
Mstep: Class 13 contains 10561 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 16766 members 
Mstep: Class 16 contains 5211 members 
Mstep: Class 17 contains 22454 members 
Mstep: Class 18 contains 128800 members 
Mstep: Class 19 contains 2444 members 
Mstep: Class 20 contains 31233 members 
Mstep: Class 21 contains 15015 members 
Mstep: Class 22 contains 4022 members 
Mstep: Class 23 contains 5389 members 
Mstep: Class 24 contains 24419 members 
Mstep: Class 25 contains 6028 members 
Mstep: Class 26 contains 173119 members 
Mstep: Class 27 contains 4087 members 
Mstep: Class 28 contains 39597 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2191 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 4117 members 
Mstep: Class 33 contains 12731 members 
Mstep: Class 34 contains 1319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952188.000000 Penalty: 73876.734375
Iteration 168Q: 35 clusters Score -6.595219e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 5946 members 
Mstep: Class 4 contains 9779 members 
Mstep: Class 5 contains 17032 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40529 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 30541 members 
Mstep: Class 13 contains 10559 members 
Mstep: Class 14 contains 2542 members 
Mstep: Class 15 contains 16766 members 
Mstep: Class 16 contains 5214 members 
Mstep: Class 17 contains 22452 members 
Mstep: Class 18 contains 128799 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 31232 members 
Mstep: Class 21 contains 14994 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 5377 members 
Mstep: Class 24 contains 24416 members 
Mstep: Class 25 contains 6040 members 
Mstep: Class 26 contains 173119 members 
Mstep: Class 27 contains 4087 members 
Mstep: Class 28 contains 39597 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2191 members 
Mstep: Class 31 contains 2947 members 
Mstep: Class 32 contains 4117 members 
Mstep: Class 33 contains 12727 members 
Mstep: Class 34 contains 1319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952252.000000 Penalty: 73876.734375
Iteration 169Q: 35 clusters Score -6.595225e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7270 members 
Mstep: Class 3 contains 5945 members 
Mstep: Class 4 contains 9780 members 
Mstep: Class 5 contains 17032 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40542 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 30542 members 
Mstep: Class 13 contains 10559 members 
Mstep: Class 14 contains 2544 members 
Mstep: Class 15 contains 16767 members 
Mstep: Class 16 contains 5215 members 
Mstep: Class 17 contains 22452 members 
Mstep: Class 18 contains 128799 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 31232 members 
Mstep: Class 21 contains 14979 members 
Mstep: Class 22 contains 4022 members 
Mstep: Class 23 contains 5358 members 
Mstep: Class 24 contains 24416 members 
Mstep: Class 25 contains 6060 members 
Mstep: Class 26 contains 173118 members 
Mstep: Class 27 contains 4085 members 
Mstep: Class 28 contains 39600 members 
Mstep: Class 29 contains 1180 members 
Mstep: Class 30 contains 2191 members 
Mstep: Class 31 contains 2947 members 
Mstep: Class 32 contains 4117 members 
Mstep: Class 33 contains 12722 members 
Mstep: Class 34 contains 1319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952272.000000 Penalty: 73876.734375
Iteration 170Q: 35 clusters Score -6.595227e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7276 members 
Mstep: Class 3 contains 5944 members 
Mstep: Class 4 contains 9780 members 
Mstep: Class 5 contains 17032 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40559 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 30544 members 
Mstep: Class 13 contains 10560 members 
Mstep: Class 14 contains 2545 members 
Mstep: Class 15 contains 16767 members 
Mstep: Class 16 contains 5216 members 
Mstep: Class 17 contains 22452 members 
Mstep: Class 18 contains 128798 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 31231 members 
Mstep: Class 21 contains 14958 members 
Mstep: Class 22 contains 4020 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 24417 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 173116 members 
Mstep: Class 27 contains 4089 members 
Mstep: Class 28 contains 39601 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2191 members 
Mstep: Class 31 contains 2947 members 
Mstep: Class 32 contains 4117 members 
Mstep: Class 33 contains 12719 members 
Mstep: Class 34 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952148.000000 Penalty: 73876.734375
Iteration 171Q: 35 clusters Score -6.595215e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7273 members 
Mstep: Class 3 contains 5943 members 
Mstep: Class 4 contains 9781 members 
Mstep: Class 5 contains 17032 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40578 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 30546 members 
Mstep: Class 13 contains 10560 members 
Mstep: Class 14 contains 2546 members 
Mstep: Class 15 contains 16767 members 
Mstep: Class 16 contains 5217 members 
Mstep: Class 17 contains 22455 members 
Mstep: Class 18 contains 128796 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 31231 members 
Mstep: Class 21 contains 14940 members 
Mstep: Class 22 contains 4024 members 
Mstep: Class 23 contains 5315 members 
Mstep: Class 24 contains 24416 members 
Mstep: Class 25 contains 6094 members 
Mstep: Class 26 contains 173117 members 
Mstep: Class 27 contains 4093 members 
Mstep: Class 28 contains 39602 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2191 members 
Mstep: Class 31 contains 2947 members 
Mstep: Class 32 contains 4117 members 
Mstep: Class 33 contains 12713 members 
Mstep: Class 34 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952144.000000 Penalty: 73876.734375
Iteration 172Q: 35 clusters Score -6.595214e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7271 members 
Mstep: Class 3 contains 5941 members 
Mstep: Class 4 contains 9781 members 
Mstep: Class 5 contains 17032 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40597 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 30548 members 
Mstep: Class 13 contains 10562 members 
Mstep: Class 14 contains 2546 members 
Mstep: Class 15 contains 16767 members 
Mstep: Class 16 contains 5217 members 
Mstep: Class 17 contains 22454 members 
Mstep: Class 18 contains 128797 members 
Mstep: Class 19 contains 2444 members 
Mstep: Class 20 contains 31229 members 
Mstep: Class 21 contains 14924 members 
Mstep: Class 22 contains 4028 members 
Mstep: Class 23 contains 5286 members 
Mstep: Class 24 contains 24413 members 
Mstep: Class 25 contains 6118 members 
Mstep: Class 26 contains 173118 members 
Mstep: Class 27 contains 4098 members 
Mstep: Class 28 contains 39601 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2191 members 
Mstep: Class 31 contains 2947 members 
Mstep: Class 32 contains 4117 members 
Mstep: Class 33 contains 12712 members 
Mstep: Class 34 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952084.000000 Penalty: 73876.734375
Iteration 173Q: 35 clusters Score -6.595208e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7270 members 
Mstep: Class 3 contains 5939 members 
Mstep: Class 4 contains 9784 members 
Mstep: Class 5 contains 17033 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40613 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 30550 members 
Mstep: Class 13 contains 10564 members 
Mstep: Class 14 contains 2546 members 
Mstep: Class 15 contains 16767 members 
Mstep: Class 16 contains 5217 members 
Mstep: Class 17 contains 22454 members 
Mstep: Class 18 contains 128797 members 
Mstep: Class 19 contains 2443 members 
Mstep: Class 20 contains 31229 members 
Mstep: Class 21 contains 14903 members 
Mstep: Class 22 contains 4030 members 
Mstep: Class 23 contains 5261 members 
Mstep: Class 24 contains 24416 members 
Mstep: Class 25 contains 6139 members 
Mstep: Class 26 contains 173117 members 
Mstep: Class 27 contains 4098 members 
Mstep: Class 28 contains 39604 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2191 members 
Mstep: Class 31 contains 2947 members 
Mstep: Class 32 contains 4117 members 
Mstep: Class 33 contains 12710 members 
Mstep: Class 34 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952224.000000 Penalty: 73876.734375
Iteration 174Q: 35 clusters Score -6.595222e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7270 members 
Mstep: Class 3 contains 5938 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 17035 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40620 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 30552 members 
Mstep: Class 13 contains 10564 members 
Mstep: Class 14 contains 2547 members 
Mstep: Class 15 contains 16768 members 
Mstep: Class 16 contains 5218 members 
Mstep: Class 17 contains 22455 members 
Mstep: Class 18 contains 128797 members 
Mstep: Class 19 contains 2443 members 
Mstep: Class 20 contains 31229 members 
Mstep: Class 21 contains 14889 members 
Mstep: Class 22 contains 4031 members 
Mstep: Class 23 contains 5231 members 
Mstep: Class 24 contains 24421 members 
Mstep: Class 25 contains 6163 members 
Mstep: Class 26 contains 173115 members 
Mstep: Class 27 contains 4098 members 
Mstep: Class 28 contains 39605 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2192 members 
Mstep: Class 31 contains 2947 members 
Mstep: Class 32 contains 4117 members 
Mstep: Class 33 contains 12711 members 
Mstep: Class 34 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952200.000000 Penalty: 73876.734375
Iteration 175Q: 35 clusters Score -6.59522e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7271 members 
Mstep: Class 3 contains 5935 members 
Mstep: Class 4 contains 9781 members 
Mstep: Class 5 contains 17036 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40624 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 30554 members 
Mstep: Class 13 contains 10566 members 
Mstep: Class 14 contains 2548 members 
Mstep: Class 15 contains 16769 members 
Mstep: Class 16 contains 5221 members 
Mstep: Class 17 contains 22456 members 
Mstep: Class 18 contains 128796 members 
Mstep: Class 19 contains 2443 members 
Mstep: Class 20 contains 31229 members 
Mstep: Class 21 contains 14879 members 
Mstep: Class 22 contains 4029 members 
Mstep: Class 23 contains 5208 members 
Mstep: Class 24 contains 24424 members 
Mstep: Class 25 contains 6184 members 
Mstep: Class 26 contains 173114 members 
Mstep: Class 27 contains 4099 members 
Mstep: Class 28 contains 39606 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2192 members 
Mstep: Class 31 contains 2947 members 
Mstep: Class 32 contains 4117 members 
Mstep: Class 33 contains 12710 members 
Mstep: Class 34 contains 1322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952212.000000 Penalty: 73876.734375
Iteration 176Q: 35 clusters Score -6.595221e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7272 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9779 members 
Mstep: Class 5 contains 17036 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40627 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10567 members 
Mstep: Class 14 contains 2549 members 
Mstep: Class 15 contains 16770 members 
Mstep: Class 16 contains 5221 members 
Mstep: Class 17 contains 22456 members 
Mstep: Class 18 contains 128798 members 
Mstep: Class 19 contains 2443 members 
Mstep: Class 20 contains 31229 members 
Mstep: Class 21 contains 14871 members 
Mstep: Class 22 contains 4030 members 
Mstep: Class 23 contains 5177 members 
Mstep: Class 24 contains 24426 members 
Mstep: Class 25 contains 6213 members 
Mstep: Class 26 contains 173114 members 
Mstep: Class 27 contains 4103 members 
Mstep: Class 28 contains 39605 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2192 members 
Mstep: Class 31 contains 2947 members 
Mstep: Class 32 contains 4117 members 
Mstep: Class 33 contains 12709 members 
Mstep: Class 34 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952188.000000 Penalty: 73876.734375
Iteration 177Q: 35 clusters Score -6.595219e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7272 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9778 members 
Mstep: Class 5 contains 17036 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40632 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 30556 members 
Mstep: Class 13 contains 10569 members 
Mstep: Class 14 contains 2549 members 
Mstep: Class 15 contains 16771 members 
Mstep: Class 16 contains 5221 members 
Mstep: Class 17 contains 22456 members 
Mstep: Class 18 contains 128797 members 
Mstep: Class 19 contains 2444 members 
Mstep: Class 20 contains 31229 members 
Mstep: Class 21 contains 14863 members 
Mstep: Class 22 contains 4030 members 
Mstep: Class 23 contains 5151 members 
Mstep: Class 24 contains 24429 members 
Mstep: Class 25 contains 6241 members 
Mstep: Class 26 contains 173114 members 
Mstep: Class 27 contains 4103 members 
Mstep: Class 28 contains 39604 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2192 members 
Mstep: Class 31 contains 2947 members 
Mstep: Class 32 contains 4117 members 
Mstep: Class 33 contains 12705 members 
Mstep: Class 34 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952204.000000 Penalty: 73876.734375
Iteration 178Q: 35 clusters Score -6.59522e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7276 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9782 members 
Mstep: Class 5 contains 17036 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40636 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 30556 members 
Mstep: Class 13 contains 10569 members 
Mstep: Class 14 contains 2550 members 
Mstep: Class 15 contains 16771 members 
Mstep: Class 16 contains 5222 members 
Mstep: Class 17 contains 22457 members 
Mstep: Class 18 contains 128796 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 31229 members 
Mstep: Class 21 contains 14859 members 
Mstep: Class 22 contains 4030 members 
Mstep: Class 23 contains 5118 members 
Mstep: Class 24 contains 24429 members 
Mstep: Class 25 contains 6264 members 
Mstep: Class 26 contains 173114 members 
Mstep: Class 27 contains 4106 members 
Mstep: Class 28 contains 39604 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2192 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4117 members 
Mstep: Class 33 contains 12702 members 
Mstep: Class 34 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952212.000000 Penalty: 73876.734375
Iteration 179Q: 35 clusters Score -6.595221e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7277 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9781 members 
Mstep: Class 5 contains 17035 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40641 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 30556 members 
Mstep: Class 13 contains 10570 members 
Mstep: Class 14 contains 2551 members 
Mstep: Class 15 contains 16771 members 
Mstep: Class 16 contains 5224 members 
Mstep: Class 17 contains 22459 members 
Mstep: Class 18 contains 128796 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 31229 members 
Mstep: Class 21 contains 14850 members 
Mstep: Class 22 contains 4028 members 
Mstep: Class 23 contains 5089 members 
Mstep: Class 24 contains 24429 members 
Mstep: Class 25 contains 6290 members 
Mstep: Class 26 contains 173114 members 
Mstep: Class 27 contains 4111 members 
Mstep: Class 28 contains 39606 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2192 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4117 members 
Mstep: Class 33 contains 12698 members 
Mstep: Class 34 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952164.000000 Penalty: 73876.734375
Iteration 180F: 35 clusters Score -6.595216e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7279 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 17035 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40643 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 30556 members 
Mstep: Class 13 contains 10571 members 
Mstep: Class 14 contains 2552 members 
Mstep: Class 15 contains 16771 members 
Mstep: Class 16 contains 5224 members 
Mstep: Class 17 contains 22459 members 
Mstep: Class 18 contains 128796 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 31230 members 
Mstep: Class 21 contains 14842 members 
Mstep: Class 22 contains 4026 members 
Mstep: Class 23 contains 5041 members 
Mstep: Class 24 contains 24427 members 
Mstep: Class 25 contains 6327 members 
Mstep: Class 26 contains 173114 members 
Mstep: Class 27 contains 4121 members 
Mstep: Class 28 contains 39608 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2192 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12699 members 
Mstep: Class 34 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952144.000000 Penalty: 73876.734375
Iteration 181Q: 35 clusters Score -6.595214e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7280 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9789 members 
Mstep: Class 5 contains 17036 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40653 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 30556 members 
Mstep: Class 13 contains 10572 members 
Mstep: Class 14 contains 2553 members 
Mstep: Class 15 contains 16771 members 
Mstep: Class 16 contains 5225 members 
Mstep: Class 17 contains 22459 members 
Mstep: Class 18 contains 128796 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 31230 members 
Mstep: Class 21 contains 14828 members 
Mstep: Class 22 contains 4029 members 
Mstep: Class 23 contains 4992 members 
Mstep: Class 24 contains 24427 members 
Mstep: Class 25 contains 6366 members 
Mstep: Class 26 contains 173114 members 
Mstep: Class 27 contains 4126 members 
Mstep: Class 28 contains 39609 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2193 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12693 members 
Mstep: Class 34 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952188.000000 Penalty: 73876.734375
Iteration 182Q: 35 clusters Score -6.595219e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7280 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9797 members 
Mstep: Class 5 contains 17036 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40657 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5601 members 
Mstep: Class 12 contains 30556 members 
Mstep: Class 13 contains 10579 members 
Mstep: Class 14 contains 2553 members 
Mstep: Class 15 contains 16771 members 
Mstep: Class 16 contains 5225 members 
Mstep: Class 17 contains 22459 members 
Mstep: Class 18 contains 128796 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 31229 members 
Mstep: Class 21 contains 14817 members 
Mstep: Class 22 contains 4031 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 24427 members 
Mstep: Class 25 contains 6394 members 
Mstep: Class 26 contains 173114 members 
Mstep: Class 27 contains 4134 members 
Mstep: Class 28 contains 39608 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2194 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12689 members 
Mstep: Class 34 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952176.000000 Penalty: 73876.734375
Iteration 183Q: 35 clusters Score -6.595218e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9797 members 
Mstep: Class 5 contains 17036 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40659 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5601 members 
Mstep: Class 12 contains 30556 members 
Mstep: Class 13 contains 10583 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 15 contains 16771 members 
Mstep: Class 16 contains 5224 members 
Mstep: Class 17 contains 22458 members 
Mstep: Class 18 contains 128796 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 31227 members 
Mstep: Class 21 contains 14810 members 
Mstep: Class 22 contains 4032 members 
Mstep: Class 23 contains 4912 members 
Mstep: Class 24 contains 24430 members 
Mstep: Class 25 contains 6424 members 
Mstep: Class 26 contains 173115 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 39610 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12687 members 
Mstep: Class 34 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952212.000000 Penalty: 73876.734375
Iteration 184Q: 35 clusters Score -6.595221e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7279 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9796 members 
Mstep: Class 5 contains 17037 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40666 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5601 members 
Mstep: Class 12 contains 30556 members 
Mstep: Class 13 contains 10586 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 15 contains 16771 members 
Mstep: Class 16 contains 5223 members 
Mstep: Class 17 contains 22455 members 
Mstep: Class 18 contains 128797 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 31226 members 
Mstep: Class 21 contains 14802 members 
Mstep: Class 22 contains 4029 members 
Mstep: Class 23 contains 4882 members 
Mstep: Class 24 contains 24430 members 
Mstep: Class 25 contains 6453 members 
Mstep: Class 26 contains 173115 members 
Mstep: Class 27 contains 4144 members 
Mstep: Class 28 contains 39608 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2196 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12689 members 
Mstep: Class 34 contains 1322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952264.000000 Penalty: 73876.734375
Iteration 185Q: 35 clusters Score -6.595226e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7279 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9800 members 
Mstep: Class 5 contains 17038 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40675 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 30556 members 
Mstep: Class 13 contains 10589 members 
Mstep: Class 14 contains 2555 members 
Mstep: Class 15 contains 16771 members 
Mstep: Class 16 contains 5221 members 
Mstep: Class 17 contains 22455 members 
Mstep: Class 18 contains 128796 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 31226 members 
Mstep: Class 21 contains 14798 members 
Mstep: Class 22 contains 4026 members 
Mstep: Class 23 contains 4849 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6484 members 
Mstep: Class 26 contains 173115 members 
Mstep: Class 27 contains 4143 members 
Mstep: Class 28 contains 39611 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2196 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12683 members 
Mstep: Class 34 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952248.000000 Penalty: 73876.734375
Iteration 186Q: 35 clusters Score -6.595225e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9803 members 
Mstep: Class 5 contains 17038 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40676 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 30556 members 
Mstep: Class 13 contains 10592 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 16771 members 
Mstep: Class 16 contains 5225 members 
Mstep: Class 17 contains 22455 members 
Mstep: Class 18 contains 128796 members 
Mstep: Class 19 contains 2442 members 
Mstep: Class 20 contains 31224 members 
Mstep: Class 21 contains 14795 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 4817 members 
Mstep: Class 24 contains 24429 members 
Mstep: Class 25 contains 6515 members 
Mstep: Class 26 contains 173117 members 
Mstep: Class 27 contains 4143 members 
Mstep: Class 28 contains 39608 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2196 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12682 members 
Mstep: Class 34 contains 1320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952316.000000 Penalty: 73876.734375
Iteration 187Q: 35 clusters Score -6.595232e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9807 members 
Mstep: Class 5 contains 17039 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 40685 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 30556 members 
Mstep: Class 13 contains 10593 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 16771 members 
Mstep: Class 16 contains 5221 members 
Mstep: Class 17 contains 22455 members 
Mstep: Class 18 contains 128796 members 
Mstep: Class 19 contains 2441 members 
Mstep: Class 20 contains 31224 members 
Mstep: Class 21 contains 14787 members 
Mstep: Class 22 contains 4021 members 
Mstep: Class 23 contains 4791 members 
Mstep: Class 24 contains 24429 members 
Mstep: Class 25 contains 6543 members 
Mstep: Class 26 contains 173115 members 
Mstep: Class 27 contains 4144 members 
Mstep: Class 28 contains 39611 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2196 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12676 members 
Mstep: Class 34 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952412.000000 Penalty: 73876.734375
Iteration 188Q: 35 clusters Score -6.595241e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7283 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9814 members 
Mstep: Class 5 contains 17041 members 
Mstep: Class 6 contains 4720 members 
Mstep: Class 7 contains 40696 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 30556 members 
Mstep: Class 13 contains 10593 members 
Mstep: Class 14 contains 2558 members 
Mstep: Class 15 contains 16772 members 
Mstep: Class 16 contains 5221 members 
Mstep: Class 17 contains 22456 members 
Mstep: Class 18 contains 128796 members 
Mstep: Class 19 contains 2440 members 
Mstep: Class 20 contains 31225 members 
Mstep: Class 21 contains 14776 members 
Mstep: Class 22 contains 4019 members 
Mstep: Class 23 contains 4750 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6575 members 
Mstep: Class 26 contains 173114 members 
Mstep: Class 27 contains 4147 members 
Mstep: Class 28 contains 39611 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2197 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12674 members 
Mstep: Class 34 contains 1323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952336.000000 Penalty: 73876.734375
Iteration 189Q: 35 clusters Score -6.595234e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9815 members 
Mstep: Class 5 contains 17043 members 
Mstep: Class 6 contains 4718 members 
Mstep: Class 7 contains 40704 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 30556 members 
Mstep: Class 13 contains 10593 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 16773 members 
Mstep: Class 16 contains 5218 members 
Mstep: Class 17 contains 22457 members 
Mstep: Class 18 contains 128796 members 
Mstep: Class 19 contains 2439 members 
Mstep: Class 20 contains 31226 members 
Mstep: Class 21 contains 14768 members 
Mstep: Class 22 contains 4016 members 
Mstep: Class 23 contains 4716 members 
Mstep: Class 24 contains 24429 members 
Mstep: Class 25 contains 6610 members 
Mstep: Class 26 contains 173114 members 
Mstep: Class 27 contains 4152 members 
Mstep: Class 28 contains 39610 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2196 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12673 members 
Mstep: Class 34 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952388.000000 Penalty: 73876.734375
Iteration 190Q: 35 clusters Score -6.595239e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7279 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9815 members 
Mstep: Class 5 contains 17044 members 
Mstep: Class 6 contains 4718 members 
Mstep: Class 7 contains 40711 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 30556 members 
Mstep: Class 13 contains 10593 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 16775 members 
Mstep: Class 16 contains 5216 members 
Mstep: Class 17 contains 22457 members 
Mstep: Class 18 contains 128794 members 
Mstep: Class 19 contains 2439 members 
Mstep: Class 20 contains 31227 members 
Mstep: Class 21 contains 14761 members 
Mstep: Class 22 contains 4014 members 
Mstep: Class 23 contains 4688 members 
Mstep: Class 24 contains 24429 members 
Mstep: Class 25 contains 6639 members 
Mstep: Class 26 contains 173112 members 
Mstep: Class 27 contains 4157 members 
Mstep: Class 28 contains 39610 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2196 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12673 members 
Mstep: Class 34 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952428.000000 Penalty: 73876.734375
Iteration 191Q: 35 clusters Score -6.595243e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7279 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9812 members 
Mstep: Class 5 contains 17044 members 
Mstep: Class 6 contains 4718 members 
Mstep: Class 7 contains 40713 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 30556 members 
Mstep: Class 13 contains 10595 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5215 members 
Mstep: Class 17 contains 22457 members 
Mstep: Class 18 contains 128793 members 
Mstep: Class 19 contains 2441 members 
Mstep: Class 20 contains 31227 members 
Mstep: Class 21 contains 14758 members 
Mstep: Class 22 contains 4014 members 
Mstep: Class 23 contains 4675 members 
Mstep: Class 24 contains 24429 members 
Mstep: Class 25 contains 6658 members 
Mstep: Class 26 contains 173112 members 
Mstep: Class 27 contains 4156 members 
Mstep: Class 28 contains 39611 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2196 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12668 members 
Mstep: Class 34 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952436.000000 Penalty: 73876.734375
Iteration 192Q: 35 clusters Score -6.595244e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7280 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9812 members 
Mstep: Class 5 contains 17044 members 
Mstep: Class 6 contains 4718 members 
Mstep: Class 7 contains 40715 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 30556 members 
Mstep: Class 13 contains 10596 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5216 members 
Mstep: Class 17 contains 22456 members 
Mstep: Class 18 contains 128792 members 
Mstep: Class 19 contains 2442 members 
Mstep: Class 20 contains 31225 members 
Mstep: Class 21 contains 14754 members 
Mstep: Class 22 contains 4014 members 
Mstep: Class 23 contains 4658 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6673 members 
Mstep: Class 26 contains 173112 members 
Mstep: Class 27 contains 4157 members 
Mstep: Class 28 contains 39612 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2196 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12671 members 
Mstep: Class 34 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952428.000000 Penalty: 73876.734375
Iteration 193Q: 35 clusters Score -6.595243e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9817 members 
Mstep: Class 5 contains 17045 members 
Mstep: Class 6 contains 4718 members 
Mstep: Class 7 contains 40718 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 30556 members 
Mstep: Class 13 contains 10595 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5215 members 
Mstep: Class 17 contains 22457 members 
Mstep: Class 18 contains 128790 members 
Mstep: Class 19 contains 2442 members 
Mstep: Class 20 contains 31223 members 
Mstep: Class 21 contains 14750 members 
Mstep: Class 22 contains 4014 members 
Mstep: Class 23 contains 4646 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6680 members 
Mstep: Class 26 contains 173115 members 
Mstep: Class 27 contains 4158 members 
Mstep: Class 28 contains 39613 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2196 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12670 members 
Mstep: Class 34 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952468.000000 Penalty: 73876.734375
Iteration 194Q: 35 clusters Score -6.595247e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7282 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9820 members 
Mstep: Class 5 contains 17046 members 
Mstep: Class 6 contains 4718 members 
Mstep: Class 7 contains 40724 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 30556 members 
Mstep: Class 13 contains 10594 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5213 members 
Mstep: Class 17 contains 22458 members 
Mstep: Class 18 contains 128789 members 
Mstep: Class 19 contains 2442 members 
Mstep: Class 20 contains 31221 members 
Mstep: Class 21 contains 14745 members 
Mstep: Class 22 contains 4014 members 
Mstep: Class 23 contains 4640 members 
Mstep: Class 24 contains 24427 members 
Mstep: Class 25 contains 6687 members 
Mstep: Class 26 contains 173116 members 
Mstep: Class 27 contains 4156 members 
Mstep: Class 28 contains 39613 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2196 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12670 members 
Mstep: Class 34 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952472.000000 Penalty: 73876.734375
Iteration 195Q: 35 clusters Score -6.595247e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7282 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9823 members 
Mstep: Class 5 contains 17045 members 
Mstep: Class 6 contains 4718 members 
Mstep: Class 7 contains 40728 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10595 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5215 members 
Mstep: Class 17 contains 22459 members 
Mstep: Class 18 contains 128789 members 
Mstep: Class 19 contains 2442 members 
Mstep: Class 20 contains 31221 members 
Mstep: Class 21 contains 14739 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4629 members 
Mstep: Class 24 contains 24429 members 
Mstep: Class 25 contains 6694 members 
Mstep: Class 26 contains 173116 members 
Mstep: Class 27 contains 4157 members 
Mstep: Class 28 contains 39614 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2196 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12666 members 
Mstep: Class 34 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952484.000000 Penalty: 73876.734375
Iteration 196Q: 35 clusters Score -6.595248e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9827 members 
Mstep: Class 5 contains 17046 members 
Mstep: Class 6 contains 4718 members 
Mstep: Class 7 contains 40729 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10595 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5216 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128788 members 
Mstep: Class 19 contains 2443 members 
Mstep: Class 20 contains 31221 members 
Mstep: Class 21 contains 14738 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4615 members 
Mstep: Class 24 contains 24429 members 
Mstep: Class 25 contains 6701 members 
Mstep: Class 26 contains 173115 members 
Mstep: Class 27 contains 4158 members 
Mstep: Class 28 contains 39615 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2196 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12666 members 
Mstep: Class 34 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952432.000000 Penalty: 73876.734375
Iteration 197Q: 35 clusters Score -6.595243e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9831 members 
Mstep: Class 5 contains 17048 members 
Mstep: Class 6 contains 4718 members 
Mstep: Class 7 contains 40729 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10596 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5212 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128788 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 31220 members 
Mstep: Class 21 contains 14738 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4595 members 
Mstep: Class 24 contains 24429 members 
Mstep: Class 25 contains 6713 members 
Mstep: Class 26 contains 173116 members 
Mstep: Class 27 contains 4159 members 
Mstep: Class 28 contains 39616 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2196 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12667 members 
Mstep: Class 34 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952416.000000 Penalty: 73876.734375
Iteration 198Q: 35 clusters Score -6.595242e+07 nChanged 28
Entering ConstructFrom: 
Score: -65952416.000000 Penalty: 73876.734375
Entering ConstructFrom: 
Trying to split cluster 1 (1996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Entering Unmasked Estep 
Score: -195361.468750 Penalty: 1234.821289
	Iteration 0F: 2 clusters Score -195361.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -193277.656250 Penalty: 2469.642578
	Iteration 0F: 3 clusters Score -193277.7 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -193779.921875 Penalty: 2469.642578
	Iteration 1F: 3 clusters Score -193779.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -193960.843750 Penalty: 2469.642578
	Iteration 2F: 3 clusters Score -193960.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -194091.046875 Penalty: 2469.642578
	Iteration 3F: 3 clusters Score -194091 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -194190.593750 Penalty: 2469.642578
	Iteration 4Q: 3 clusters Score -194190.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -194252.203125 Penalty: 2469.642578
	Iteration 5Q: 3 clusters Score -194252.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -194293.671875 Penalty: 2469.642578
	Iteration 6Q: 3 clusters Score -194293.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -194337.890625 Penalty: 2469.642578
	Iteration 7Q: 3 clusters Score -194337.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -194393.968750 Penalty: 2469.642578
	Iteration 8Q: 3 clusters Score -194394 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -194435.578125 Penalty: 2469.642578
	Iteration 9Q: 3 clusters Score -194435.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -194490.546875 Penalty: 2469.642578
	Iteration 10Q: 3 clusters Score -194490.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -194537.812500 Penalty: 2469.642578
	Iteration 11Q: 3 clusters Score -194537.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -194593.375000 Penalty: 2469.642578
	Iteration 12Q: 3 clusters Score -194593.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -194634.406250 Penalty: 2469.642578
	Iteration 13Q: 3 clusters Score -194634.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -194664.125000 Penalty: 2469.642578
	Iteration 14Q: 3 clusters Score -194664.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -194683.812500 Penalty: 2469.642578
	Iteration 15Q: 3 clusters Score -194683.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -194696.015625 Penalty: 2469.642578
	Iteration 16Q: 3 clusters Score -194696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -194699.796875 Penalty: 2469.642578
	Iteration 17Q: 3 clusters Score -194699.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -194701.843750 Penalty: 2469.642578
	Iteration 18Q: 3 clusters Score -194701.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -194702.812500 Penalty: 2469.642578
	Iteration 19Q: 3 clusters Score -194702.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -194703.812500 Penalty: 2469.642578
	Iteration 20F: 3 clusters Score -194703.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -194705.359375 Penalty: 2469.642578
	Iteration 21Q: 3 clusters Score -194705.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -194708.703125 Penalty: 2469.642578
	Iteration 22Q: 3 clusters Score -194708.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -194713.906250 Penalty: 2469.642578
	Iteration 23Q: 3 clusters Score -194713.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -194715.921875 Penalty: 2469.642578
	Iteration 24Q: 3 clusters Score -194715.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -194717.218750 Penalty: 2469.642578
	Iteration 25Q: 3 clusters Score -194717.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -194720.109375 Penalty: 2469.642578
	Iteration 26Q: 3 clusters Score -194720.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -194721.968750 Penalty: 2469.642578
	Iteration 27Q: 3 clusters Score -194722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -194726.156250 Penalty: 2469.642578
	Iteration 28Q: 3 clusters Score -194726.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -194730.828125 Penalty: 2469.642578
	Iteration 29Q: 3 clusters Score -194730.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -194737.796875 Penalty: 2469.642578
	Iteration 30Q: 3 clusters Score -194737.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -194740.796875 Penalty: 2469.642578
	Iteration 31Q: 3 clusters Score -194740.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -194741.609375 Penalty: 2469.642578
	Iteration 32Q: 3 clusters Score -194741.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -194742.562500 Penalty: 2469.642578
	Iteration 33Q: 3 clusters Score -194742.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -194742.781250 Penalty: 2469.642578
	Iteration 34Q: 3 clusters Score -194742.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -194743.562500 Penalty: 2469.642578
	Iteration 35Q: 3 clusters Score -194743.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -194744.046875 Penalty: 2469.642578
	Iteration 36Q: 3 clusters Score -194744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -194745.218750 Penalty: 2469.642578
	Iteration 37Q: 3 clusters Score -194745.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -194746.062500 Penalty: 2469.642578
	Iteration 38Q: 3 clusters Score -194746.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -194746.640625 Penalty: 2469.642578
	Iteration 39Q: 3 clusters Score -194746.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -194746.640625 Penalty: 2469.642578
	Iteration 40F: 3 clusters Score -194746.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Entering Unmasked Estep 
Score: -689631.312500 Penalty: 1445.116333
	Iteration 0F: 2 clusters Score -689631.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -684241.687500 Penalty: 2890.232666
	Iteration 0F: 3 clusters Score -684241.7 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -685969.750000 Penalty: 2890.232666
	Iteration 1F: 3 clusters Score -685969.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -686345.750000 Penalty: 2890.232666
	Iteration 2F: 3 clusters Score -686345.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -686718.000000 Penalty: 2890.232666
	Iteration 3F: 3 clusters Score -686718 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -687041.000000 Penalty: 2890.232666
	Iteration 4F: 3 clusters Score -687041 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -687366.625000 Penalty: 2890.232666
	Iteration 5F: 3 clusters Score -687366.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -687649.250000 Penalty: 2890.232666
	Iteration 6F: 3 clusters Score -687649.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -687899.625000 Penalty: 2890.232666
	Iteration 7Q: 3 clusters Score -687899.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -688091.187500 Penalty: 2890.232666
	Iteration 8Q: 3 clusters Score -688091.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -688218.562500 Penalty: 2890.232666
	Iteration 9Q: 3 clusters Score -688218.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -688318.187500 Penalty: 2890.232666
	Iteration 10Q: 3 clusters Score -688318.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -688378.562500 Penalty: 2890.232666
	Iteration 11Q: 3 clusters Score -688378.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -688429.375000 Penalty: 2890.232666
	Iteration 12Q: 3 clusters Score -688429.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -688472.562500 Penalty: 2890.232666
	Iteration 13Q: 3 clusters Score -688472.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -688515.312500 Penalty: 2890.232666
	Iteration 14Q: 3 clusters Score -688515.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -688553.437500 Penalty: 2890.232666
	Iteration 15Q: 3 clusters Score -688553.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -688577.062500 Penalty: 2890.232666
	Iteration 16Q: 3 clusters Score -688577.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -688596.937500 Penalty: 2890.232666
	Iteration 17Q: 3 clusters Score -688596.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -688617.437500 Penalty: 2890.232666
	Iteration 18Q: 3 clusters Score -688617.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -688643.187500 Penalty: 2890.232666
	Iteration 19Q: 3 clusters Score -688643.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -688676.500000 Penalty: 2890.232666
	Iteration 20F: 3 clusters Score -688676.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -688701.687500 Penalty: 2890.232666
	Iteration 21Q: 3 clusters Score -688701.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -688730.000000 Penalty: 2890.232666
	Iteration 22Q: 3 clusters Score -688730 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -688752.312500 Penalty: 2890.232666
	Iteration 23Q: 3 clusters Score -688752.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -688765.687500 Penalty: 2890.232666
	Iteration 24Q: 3 clusters Score -688765.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -688778.937500 Penalty: 2890.232666
	Iteration 25Q: 3 clusters Score -688778.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -688790.812500 Penalty: 2890.232666
	Iteration 26Q: 3 clusters Score -688790.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -688801.500000 Penalty: 2890.232666
	Iteration 27Q: 3 clusters Score -688801.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -688813.375000 Penalty: 2890.232666
	Iteration 28Q: 3 clusters Score -688813.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -688824.062500 Penalty: 2890.232666
	Iteration 29Q: 3 clusters Score -688824.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -688830.875000 Penalty: 2890.232666
	Iteration 30Q: 3 clusters Score -688830.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -688838.687500 Penalty: 2890.232666
	Iteration 31Q: 3 clusters Score -688838.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -688844.687500 Penalty: 2890.232666
	Iteration 32Q: 3 clusters Score -688844.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -688848.812500 Penalty: 2890.232666
	Iteration 33Q: 3 clusters Score -688848.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -688847.875000 Penalty: 2890.232666
	Iteration 34Q: 3 clusters Score -688847.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -688849.562500 Penalty: 2890.232666
	Iteration 35Q: 3 clusters Score -688849.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -688851.937500 Penalty: 2890.232666
	Iteration 36Q: 3 clusters Score -688851.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -688854.875000 Penalty: 2890.232666
	Iteration 37Q: 3 clusters Score -688854.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -688859.250000 Penalty: 2890.232666
	Iteration 38Q: 3 clusters Score -688859.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -688860.937500 Penalty: 2890.232666
	Iteration 39Q: 3 clusters Score -688860.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -688861.000000 Penalty: 2890.232666
	Iteration 40F: 3 clusters Score -688861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -688863.625000 Penalty: 2890.232666
	Iteration 41Q: 3 clusters Score -688863.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -688864.562500 Penalty: 2890.232666
	Iteration 42Q: 3 clusters Score -688864.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -688866.000000 Penalty: 2890.232666
	Iteration 43Q: 3 clusters Score -688866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -688866.375000 Penalty: 2890.232666
	Iteration 44Q: 3 clusters Score -688866.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -688868.187500 Penalty: 2890.232666
	Iteration 45Q: 3 clusters Score -688868.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -688870.125000 Penalty: 2890.232666
	Iteration 46Q: 3 clusters Score -688870.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -688870.125000 Penalty: 2890.232666
	Iteration 47Q: 3 clusters Score -688870.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -688870.937500 Penalty: 2890.232666
	Iteration 48Q: 3 clusters Score -688870.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -688872.250000 Penalty: 2890.232666
	Iteration 49Q: 3 clusters Score -688872.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -688872.250000 Penalty: 2890.232666
	Iteration 50Q: 3 clusters Score -688872.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -688877.750000 Penalty: 2890.232666
	Iteration 51Q: 3 clusters Score -688877.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -688878.562500 Penalty: 2890.232666
	Iteration 52Q: 3 clusters Score -688878.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -688879.437500 Penalty: 2890.232666
	Iteration 53Q: 3 clusters Score -688879.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -688880.187500 Penalty: 2890.232666
	Iteration 54Q: 3 clusters Score -688880.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -688881.062500 Penalty: 2890.232666
	Iteration 55Q: 3 clusters Score -688881.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -688882.687500 Penalty: 2890.232666
	Iteration 56Q: 3 clusters Score -688882.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -688884.562500 Penalty: 2890.232666
	Iteration 57Q: 3 clusters Score -688884.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -688886.375000 Penalty: 2890.232666
	Iteration 58Q: 3 clusters Score -688886.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -688886.000000 Penalty: 2890.232666
	Iteration 59Q: 3 clusters Score -688886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -688887.437500 Penalty: 2890.232666
	Iteration 60F: 3 clusters Score -688887.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -688889.250000 Penalty: 2890.232666
	Iteration 61Q: 3 clusters Score -688889.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -688890.062500 Penalty: 2890.232666
	Iteration 62Q: 3 clusters Score -688890.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -688890.312500 Penalty: 2890.232666
	Iteration 63Q: 3 clusters Score -688890.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -688892.625000 Penalty: 2890.232666
	Iteration 64Q: 3 clusters Score -688892.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -688893.062500 Penalty: 2890.232666
	Iteration 65Q: 3 clusters Score -688893.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -688895.000000 Penalty: 2890.232666
	Iteration 66Q: 3 clusters Score -688895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -688897.562500 Penalty: 2890.232666
	Iteration 67Q: 3 clusters Score -688897.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -688896.937500 Penalty: 2890.232666
	Iteration 68Q: 3 clusters Score -688896.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -688898.062500 Penalty: 2890.232666
	Iteration 69Q: 3 clusters Score -688898.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -688896.687500 Penalty: 2890.232666
	Iteration 70Q: 3 clusters Score -688896.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -688899.187500 Penalty: 2890.232666
	Iteration 71Q: 3 clusters Score -688899.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -688899.812500 Penalty: 2890.232666
	Iteration 72Q: 3 clusters Score -688899.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -688902.312500 Penalty: 2890.232666
	Iteration 73Q: 3 clusters Score -688902.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -688902.000000 Penalty: 2890.232666
	Iteration 74Q: 3 clusters Score -688902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -688906.250000 Penalty: 2890.232666
	Iteration 75Q: 3 clusters Score -688906.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -688906.312500 Penalty: 2890.232666
	Iteration 76Q: 3 clusters Score -688906.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -688907.375000 Penalty: 2890.232666
	Iteration 77Q: 3 clusters Score -688907.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -688908.875000 Penalty: 2890.232666
	Iteration 78Q: 3 clusters Score -688908.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -688909.437500 Penalty: 2890.232666
	Iteration 79Q: 3 clusters Score -688909.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -688911.312500 Penalty: 2890.232666
	Iteration 80F: 3 clusters Score -688911.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -688912.437500 Penalty: 2890.232666
	Iteration 81Q: 3 clusters Score -688912.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -688914.750000 Penalty: 2890.232666
	Iteration 82Q: 3 clusters Score -688914.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -688914.875000 Penalty: 2890.232666
	Iteration 83Q: 3 clusters Score -688914.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -688914.687500 Penalty: 2890.232666
	Iteration 84Q: 3 clusters Score -688914.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -688915.875000 Penalty: 2890.232666
	Iteration 85Q: 3 clusters Score -688915.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -688916.437500 Penalty: 2890.232666
	Iteration 86Q: 3 clusters Score -688916.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -688916.312500 Penalty: 2890.232666
	Iteration 87Q: 3 clusters Score -688916.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -688917.625000 Penalty: 2890.232666
	Iteration 88Q: 3 clusters Score -688917.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -688917.375000 Penalty: 2890.232666
	Iteration 89Q: 3 clusters Score -688917.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -688917.750000 Penalty: 2890.232666
	Iteration 90Q: 3 clusters Score -688917.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -688918.500000 Penalty: 2890.232666
	Iteration 91Q: 3 clusters Score -688918.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -688918.500000 Penalty: 2890.232666
	Iteration 92F: 3 clusters Score -688918.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Entering Unmasked Estep 
Score: -623999.562500 Penalty: 1411.846313
	Iteration 0F: 2 clusters Score -623999.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -619486.937500 Penalty: 2823.692627
	Iteration 0F: 3 clusters Score -619486.9 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -620876.437500 Penalty: 2823.692627
	Iteration 1F: 3 clusters Score -620876.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -621221.875000 Penalty: 2823.692627
	Iteration 2F: 3 clusters Score -621221.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -621631.312500 Penalty: 2823.692627
	Iteration 3F: 3 clusters Score -621631.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -622106.937500 Penalty: 2823.692627
	Iteration 4F: 3 clusters Score -622106.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -622495.625000 Penalty: 2823.692627
	Iteration 5F: 3 clusters Score -622495.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -622742.625000 Penalty: 2823.692627
	Iteration 6F: 3 clusters Score -622742.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -622902.125000 Penalty: 2823.692627
	Iteration 7Q: 3 clusters Score -622902.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -622986.875000 Penalty: 2823.692627
	Iteration 8Q: 3 clusters Score -622986.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -623035.875000 Penalty: 2823.692627
	Iteration 9Q: 3 clusters Score -623035.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -623058.187500 Penalty: 2823.692627
	Iteration 10Q: 3 clusters Score -623058.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -623076.125000 Penalty: 2823.692627
	Iteration 11Q: 3 clusters Score -623076.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -623087.312500 Penalty: 2823.692627
	Iteration 12Q: 3 clusters Score -623087.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -623092.437500 Penalty: 2823.692627
	Iteration 13Q: 3 clusters Score -623092.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -623095.625000 Penalty: 2823.692627
	Iteration 14Q: 3 clusters Score -623095.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -623097.500000 Penalty: 2823.692627
	Iteration 15Q: 3 clusters Score -623097.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -623098.375000 Penalty: 2823.692627
	Iteration 16Q: 3 clusters Score -623098.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -623100.750000 Penalty: 2823.692627
	Iteration 17Q: 3 clusters Score -623100.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -623100.500000 Penalty: 2823.692627
	Iteration 18Q: 3 clusters Score -623100.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -623102.875000 Penalty: 2823.692627
	Iteration 19Q: 3 clusters Score -623102.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -623104.937500 Penalty: 2823.692627
	Iteration 20F: 3 clusters Score -623104.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -623106.750000 Penalty: 2823.692627
	Iteration 21Q: 3 clusters Score -623106.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -623107.937500 Penalty: 2823.692627
	Iteration 22Q: 3 clusters Score -623107.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -623109.562500 Penalty: 2823.692627
	Iteration 23Q: 3 clusters Score -623109.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -623110.312500 Penalty: 2823.692627
	Iteration 24Q: 3 clusters Score -623110.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -623110.937500 Penalty: 2823.692627
	Iteration 25Q: 3 clusters Score -623110.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -623112.437500 Penalty: 2823.692627
	Iteration 26Q: 3 clusters Score -623112.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -623113.125000 Penalty: 2823.692627
	Iteration 27Q: 3 clusters Score -623113.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -623113.125000 Penalty: 2823.692627
	Iteration 28F: 3 clusters Score -623113.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Entering Unmasked Estep 
Score: -1019983.312500 Penalty: 1493.960083
	Iteration 0F: 2 clusters Score -1019983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1012948.625000 Penalty: 2987.920166
	Iteration 0F: 3 clusters Score -1012949 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1015286.812500 Penalty: 2987.920166
	Iteration 1F: 3 clusters Score -1015287 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1015676.625000 Penalty: 2987.920166
	Iteration 2F: 3 clusters Score -1015677 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1016111.937500 Penalty: 2987.920166
	Iteration 3F: 3 clusters Score -1016112 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1016594.000000 Penalty: 2987.920166
	Iteration 4F: 3 clusters Score -1016594 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1017114.437500 Penalty: 2987.920166
	Iteration 5F: 3 clusters Score -1017114 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1017604.937500 Penalty: 2987.920166
	Iteration 6F: 3 clusters Score -1017605 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1017981.125000 Penalty: 2987.920166
	Iteration 7Q: 3 clusters Score -1017981 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1018225.125000 Penalty: 2987.920166
	Iteration 8Q: 3 clusters Score -1018225 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1018388.750000 Penalty: 2987.920166
	Iteration 9Q: 3 clusters Score -1018389 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1018513.250000 Penalty: 2987.920166
	Iteration 10Q: 3 clusters Score -1018513 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1018601.625000 Penalty: 2987.920166
	Iteration 11Q: 3 clusters Score -1018602 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1018668.000000 Penalty: 2987.920166
	Iteration 12Q: 3 clusters Score -1018668 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1018702.500000 Penalty: 2987.920166
	Iteration 13Q: 3 clusters Score -1018702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1018742.000000 Penalty: 2987.920166
	Iteration 14Q: 3 clusters Score -1018742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1018765.437500 Penalty: 2987.920166
	Iteration 15Q: 3 clusters Score -1018765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1018783.875000 Penalty: 2987.920166
	Iteration 16Q: 3 clusters Score -1018784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1018798.750000 Penalty: 2987.920166
	Iteration 17Q: 3 clusters Score -1018799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1018806.687500 Penalty: 2987.920166
	Iteration 18Q: 3 clusters Score -1018807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1018809.125000 Penalty: 2987.920166
	Iteration 19Q: 3 clusters Score -1018809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1018813.500000 Penalty: 2987.920166
	Iteration 20F: 3 clusters Score -1018814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1018815.875000 Penalty: 2987.920166
	Iteration 21Q: 3 clusters Score -1018816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1018818.562500 Penalty: 2987.920166
	Iteration 22Q: 3 clusters Score -1018819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1018820.312500 Penalty: 2987.920166
	Iteration 23Q: 3 clusters Score -1018820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1018819.437500 Penalty: 2987.920166
	Iteration 24Q: 3 clusters Score -1018819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1018819.312500 Penalty: 2987.920166
	Iteration 25Q: 3 clusters Score -1018819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1018821.125000 Penalty: 2987.920166
	Iteration 26Q: 3 clusters Score -1018821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1018821.125000 Penalty: 2987.920166
	Iteration 27F: 3 clusters Score -1018821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Entering Unmasked Estep 
Score: -1825124.750000 Penalty: 1583.375122
	Iteration 0F: 2 clusters Score -1825125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1813493.000000 Penalty: 3166.750244
	Iteration 0F: 3 clusters Score -1813493 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1817572.875000 Penalty: 3166.750244
	Iteration 1F: 3 clusters Score -1817573 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1817889.250000 Penalty: 3166.750244
	Iteration 2F: 3 clusters Score -1817889 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1818146.750000 Penalty: 3166.750244
	Iteration 3Q: 3 clusters Score -1818147 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1818408.375000 Penalty: 3166.750244
	Iteration 4Q: 3 clusters Score -1818408 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1818752.125000 Penalty: 3166.750244
	Iteration 5Q: 3 clusters Score -1818752 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1819239.250000 Penalty: 3166.750244
	Iteration 6Q: 3 clusters Score -1819239 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1819926.250000 Penalty: 3166.750244
	Iteration 7F: 3 clusters Score -1819926 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1820785.000000 Penalty: 3166.750244
	Iteration 8F: 3 clusters Score -1820785 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1821746.250000 Penalty: 3166.750244
	Iteration 9F: 3 clusters Score -1821746 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1822567.250000 Penalty: 3166.750244
	Iteration 10F: 3 clusters Score -1822567 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -1823139.125000 Penalty: 3166.750244
	Iteration 11Q: 3 clusters Score -1823139 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -1823425.375000 Penalty: 3166.750244
	Iteration 12Q: 3 clusters Score -1823425 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -1823550.625000 Penalty: 3166.750244
	Iteration 13Q: 3 clusters Score -1823551 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -1823615.875000 Penalty: 3166.750244
	Iteration 14Q: 3 clusters Score -1823616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -1823644.250000 Penalty: 3166.750244
	Iteration 15Q: 3 clusters Score -1823644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -1823660.375000 Penalty: 3166.750244
	Iteration 16Q: 3 clusters Score -1823660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -1823675.875000 Penalty: 3166.750244
	Iteration 17Q: 3 clusters Score -1823676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1823701.250000 Penalty: 3166.750244
	Iteration 18Q: 3 clusters Score -1823701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -1823712.625000 Penalty: 3166.750244
	Iteration 19Q: 3 clusters Score -1823713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -1823721.500000 Penalty: 3166.750244
	Iteration 20F: 3 clusters Score -1823722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -1823724.250000 Penalty: 3166.750244
	Iteration 21Q: 3 clusters Score -1823724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1823725.500000 Penalty: 3166.750244
	Iteration 22Q: 3 clusters Score -1823726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1823726.500000 Penalty: 3166.750244
	Iteration 23Q: 3 clusters Score -1823726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -1823727.500000 Penalty: 3166.750244
	Iteration 24Q: 3 clusters Score -1823728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1823730.750000 Penalty: 3166.750244
	Iteration 25Q: 3 clusters Score -1823731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -1823734.500000 Penalty: 3166.750244
	Iteration 26Q: 3 clusters Score -1823734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1823736.875000 Penalty: 3166.750244
	Iteration 27Q: 3 clusters Score -1823737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1823736.875000 Penalty: 3166.750244
	Iteration 28F: 3 clusters Score -1823737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Entering Unmasked Estep 
Score: -494249.093750 Penalty: 1374.610229
	Iteration 0F: 2 clusters Score -494249.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -490396.281250 Penalty: 2749.220459
	Iteration 0F: 3 clusters Score -490396.3 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -491405.281250 Penalty: 2749.220459
	Iteration 1F: 3 clusters Score -491405.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -491582.343750 Penalty: 2749.220459
	Iteration 2F: 3 clusters Score -491582.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -491701.031250 Penalty: 2749.220459
	Iteration 3F: 3 clusters Score -491701 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -491790.468750 Penalty: 2749.220459
	Iteration 4Q: 3 clusters Score -491790.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -491875.093750 Penalty: 2749.220459
	Iteration 5Q: 3 clusters Score -491875.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -491935.218750 Penalty: 2749.220459
	Iteration 6Q: 3 clusters Score -491935.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -491992.062500 Penalty: 2749.220459
	Iteration 7Q: 3 clusters Score -491992.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -492038.312500 Penalty: 2749.220459
	Iteration 8Q: 3 clusters Score -492038.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -492082.343750 Penalty: 2749.220459
	Iteration 9Q: 3 clusters Score -492082.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -492130.312500 Penalty: 2749.220459
	Iteration 10Q: 3 clusters Score -492130.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -492181.312500 Penalty: 2749.220459
	Iteration 11Q: 3 clusters Score -492181.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -492232.656250 Penalty: 2749.220459
	Iteration 12Q: 3 clusters Score -492232.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -492283.875000 Penalty: 2749.220459
	Iteration 13Q: 3 clusters Score -492283.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -492332.531250 Penalty: 2749.220459
	Iteration 14Q: 3 clusters Score -492332.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -492369.625000 Penalty: 2749.220459
	Iteration 15Q: 3 clusters Score -492369.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -492394.500000 Penalty: 2749.220459
	Iteration 16Q: 3 clusters Score -492394.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -492420.375000 Penalty: 2749.220459
	Iteration 17Q: 3 clusters Score -492420.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -492451.812500 Penalty: 2749.220459
	Iteration 18Q: 3 clusters Score -492451.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -492491.218750 Penalty: 2749.220459
	Iteration 19Q: 3 clusters Score -492491.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -492525.968750 Penalty: 2749.220459
	Iteration 20F: 3 clusters Score -492526 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -492559.781250 Penalty: 2749.220459
	Iteration 21Q: 3 clusters Score -492559.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -492602.656250 Penalty: 2749.220459
	Iteration 22Q: 3 clusters Score -492602.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -492642.875000 Penalty: 2749.220459
	Iteration 23Q: 3 clusters Score -492642.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -492684.218750 Penalty: 2749.220459
	Iteration 24Q: 3 clusters Score -492684.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -492712.937500 Penalty: 2749.220459
	Iteration 25Q: 3 clusters Score -492712.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -492738.187500 Penalty: 2749.220459
	Iteration 26Q: 3 clusters Score -492738.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -492761.062500 Penalty: 2749.220459
	Iteration 27Q: 3 clusters Score -492761.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -492789.687500 Penalty: 2749.220459
	Iteration 28Q: 3 clusters Score -492789.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -492819.312500 Penalty: 2749.220459
	Iteration 29Q: 3 clusters Score -492819.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -492843.312500 Penalty: 2749.220459
	Iteration 30Q: 3 clusters Score -492843.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -492861.281250 Penalty: 2749.220459
	Iteration 31Q: 3 clusters Score -492861.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -492876.437500 Penalty: 2749.220459
	Iteration 32Q: 3 clusters Score -492876.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -492889.156250 Penalty: 2749.220459
	Iteration 33Q: 3 clusters Score -492889.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -492902.406250 Penalty: 2749.220459
	Iteration 34Q: 3 clusters Score -492902.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -492919.437500 Penalty: 2749.220459
	Iteration 35Q: 3 clusters Score -492919.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -492931.593750 Penalty: 2749.220459
	Iteration 36Q: 3 clusters Score -492931.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -492939.125000 Penalty: 2749.220459
	Iteration 37Q: 3 clusters Score -492939.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -492947.031250 Penalty: 2749.220459
	Iteration 38Q: 3 clusters Score -492947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -492953.875000 Penalty: 2749.220459
	Iteration 39Q: 3 clusters Score -492953.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -492961.218750 Penalty: 2749.220459
	Iteration 40F: 3 clusters Score -492961.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -492964.281250 Penalty: 2749.220459
	Iteration 41Q: 3 clusters Score -492964.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -492969.812500 Penalty: 2749.220459
	Iteration 42Q: 3 clusters Score -492969.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -492979.562500 Penalty: 2749.220459
	Iteration 43Q: 3 clusters Score -492979.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -492988.687500 Penalty: 2749.220459
	Iteration 44Q: 3 clusters Score -492988.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -492995.125000 Penalty: 2749.220459
	Iteration 45Q: 3 clusters Score -492995.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -492999.250000 Penalty: 2749.220459
	Iteration 46Q: 3 clusters Score -492999.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -493004.093750 Penalty: 2749.220459
	Iteration 47Q: 3 clusters Score -493004.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -493007.406250 Penalty: 2749.220459
	Iteration 48Q: 3 clusters Score -493007.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -493008.906250 Penalty: 2749.220459
	Iteration 49Q: 3 clusters Score -493008.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -493009.968750 Penalty: 2749.220459
	Iteration 50Q: 3 clusters Score -493010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -493012.312500 Penalty: 2749.220459
	Iteration 51Q: 3 clusters Score -493012.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -493014.125000 Penalty: 2749.220459
	Iteration 52Q: 3 clusters Score -493014.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -493016.000000 Penalty: 2749.220459
	Iteration 53Q: 3 clusters Score -493016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -493017.312500 Penalty: 2749.220459
	Iteration 54Q: 3 clusters Score -493017.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -493019.500000 Penalty: 2749.220459
	Iteration 55Q: 3 clusters Score -493019.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -493019.031250 Penalty: 2749.220459
	Iteration 56Q: 3 clusters Score -493019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -493020.343750 Penalty: 2749.220459
	Iteration 57Q: 3 clusters Score -493020.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -493022.187500 Penalty: 2749.220459
	Iteration 58Q: 3 clusters Score -493022.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -493023.593750 Penalty: 2749.220459
	Iteration 59Q: 3 clusters Score -493023.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -493026.343750 Penalty: 2749.220459
	Iteration 60F: 3 clusters Score -493026.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -493029.968750 Penalty: 2749.220459
	Iteration 61Q: 3 clusters Score -493030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -493033.343750 Penalty: 2749.220459
	Iteration 62Q: 3 clusters Score -493033.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -493034.093750 Penalty: 2749.220459
	Iteration 63Q: 3 clusters Score -493034.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -493035.250000 Penalty: 2749.220459
	Iteration 64Q: 3 clusters Score -493035.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -493038.625000 Penalty: 2749.220459
	Iteration 65Q: 3 clusters Score -493038.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -493039.625000 Penalty: 2749.220459
	Iteration 66Q: 3 clusters Score -493039.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -493041.218750 Penalty: 2749.220459
	Iteration 67Q: 3 clusters Score -493041.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -493041.218750 Penalty: 2749.220459
	Iteration 68Q: 3 clusters Score -493041.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -493042.906250 Penalty: 2749.220459
	Iteration 69Q: 3 clusters Score -493042.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -493042.562500 Penalty: 2749.220459
	Iteration 70Q: 3 clusters Score -493042.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -493042.562500 Penalty: 2749.220459
	Iteration 71F: 3 clusters Score -493042.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Entering Unmasked Estep 
Score: -4262291.000000 Penalty: 1724.888062
	Iteration 0F: 2 clusters Score -4262291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -4235128.500000 Penalty: 3449.776123
	Iteration 0F: 3 clusters Score -4235128 nChanged 18961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -4245725.000000 Penalty: 3449.776123
	Iteration 1F: 3 clusters Score -4245725 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -4246553.500000 Penalty: 3449.776123
	Iteration 2Q: 3 clusters Score -4246554 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -4247507.000000 Penalty: 3449.776123
	Iteration 3Q: 3 clusters Score -4247507 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -4248723.000000 Penalty: 3449.776123
	Iteration 4F: 3 clusters Score -4248723 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -4250238.500000 Penalty: 3449.776123
	Iteration 5F: 3 clusters Score -4250238 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -4252280.000000 Penalty: 3449.776123
	Iteration 6F: 3 clusters Score -4252280 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -4254491.500000 Penalty: 3449.776123
	Iteration 7F: 3 clusters Score -4254492 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -4256419.500000 Penalty: 3449.776123
	Iteration 8F: 3 clusters Score -4256420 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -4257517.500000 Penalty: 3449.776123
	Iteration 9Q: 3 clusters Score -4257518 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -4258325.000000 Penalty: 3449.776123
	Iteration 10Q: 3 clusters Score -4258325 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -4259062.500000 Penalty: 3449.776123
	Iteration 11Q: 3 clusters Score -4259062 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -4259722.500000 Penalty: 3449.776123
	Iteration 12Q: 3 clusters Score -4259722 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -4260116.000000 Penalty: 3449.776123
	Iteration 13Q: 3 clusters Score -4260116 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -4260398.000000 Penalty: 3449.776123
	Iteration 14Q: 3 clusters Score -4260398 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -4260583.000000 Penalty: 3449.776123
	Iteration 15Q: 3 clusters Score -4260583 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -4260750.000000 Penalty: 3449.776123
	Iteration 16Q: 3 clusters Score -4260750 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -4260835.000000 Penalty: 3449.776123
	Iteration 17Q: 3 clusters Score -4260835 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -4260914.000000 Penalty: 3449.776123
	Iteration 18Q: 3 clusters Score -4260914 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -4260972.000000 Penalty: 3449.776123
	Iteration 19Q: 3 clusters Score -4260972 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -4261031.500000 Penalty: 3449.776123
	Iteration 20F: 3 clusters Score -4261032 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -4261086.500000 Penalty: 3449.776123
	Iteration 21Q: 3 clusters Score -4261086 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -4261115.500000 Penalty: 3449.776123
	Iteration 22Q: 3 clusters Score -4261116 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -4261141.500000 Penalty: 3449.776123
	Iteration 23Q: 3 clusters Score -4261142 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -4261174.000000 Penalty: 3449.776123
	Iteration 24Q: 3 clusters Score -4261174 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -4261203.500000 Penalty: 3449.776123
	Iteration 25Q: 3 clusters Score -4261204 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -4261227.000000 Penalty: 3449.776123
	Iteration 26Q: 3 clusters Score -4261227 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -4261227.000000 Penalty: 3449.776123
	Iteration 27Q: 3 clusters Score -4261227 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -4261253.000000 Penalty: 3449.776123
	Iteration 28Q: 3 clusters Score -4261253 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -4261265.000000 Penalty: 3449.776123
	Iteration 29Q: 3 clusters Score -4261265 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -4261307.500000 Penalty: 3449.776123
	Iteration 30Q: 3 clusters Score -4261308 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -4261333.000000 Penalty: 3449.776123
	Iteration 31Q: 3 clusters Score -4261333 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -4261353.500000 Penalty: 3449.776123
	Iteration 32Q: 3 clusters Score -4261354 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -4261352.000000 Penalty: 3449.776123
	Iteration 33Q: 3 clusters Score -4261352 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -4261358.000000 Penalty: 3449.776123
	Iteration 34Q: 3 clusters Score -4261358 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -4261371.000000 Penalty: 3449.776123
	Iteration 35Q: 3 clusters Score -4261371 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -4261371.500000 Penalty: 3449.776123
	Iteration 36Q: 3 clusters Score -4261372 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -4261381.000000 Penalty: 3449.776123
	Iteration 37Q: 3 clusters Score -4261381 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -4261387.500000 Penalty: 3449.776123
	Iteration 38Q: 3 clusters Score -4261388 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -4261397.000000 Penalty: 3449.776123
	Iteration 39Q: 3 clusters Score -4261397 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -4261408.500000 Penalty: 3449.776123
	Iteration 40F: 3 clusters Score -4261408 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -4261411.000000 Penalty: 3449.776123
	Iteration 41Q: 3 clusters Score -4261411 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -4261414.000000 Penalty: 3449.776123
	Iteration 42Q: 3 clusters Score -4261414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -4261413.500000 Penalty: 3449.776123
	Iteration 43Q: 3 clusters Score -4261414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -4261410.500000 Penalty: 3449.776123
	Iteration 44Q: 3 clusters Score -4261410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -4261414.500000 Penalty: 3449.776123
	Iteration 45Q: 3 clusters Score -4261414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -4261419.000000 Penalty: 3449.776123
	Iteration 46Q: 3 clusters Score -4261419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -4261416.000000 Penalty: 3449.776123
	Iteration 47Q: 3 clusters Score -4261416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -4261418.000000 Penalty: 3449.776123
	Iteration 48Q: 3 clusters Score -4261418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -4261426.000000 Penalty: 3449.776123
	Iteration 49Q: 3 clusters Score -4261426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -4261428.000000 Penalty: 3449.776123
	Iteration 50Q: 3 clusters Score -4261428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -4261427.500000 Penalty: 3449.776123
	Iteration 51Q: 3 clusters Score -4261428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -4261430.000000 Penalty: 3449.776123
	Iteration 52Q: 3 clusters Score -4261430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -4261436.000000 Penalty: 3449.776123
	Iteration 53Q: 3 clusters Score -4261436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -4261434.000000 Penalty: 3449.776123
	Iteration 54Q: 3 clusters Score -4261434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -4261435.500000 Penalty: 3449.776123
	Iteration 55Q: 3 clusters Score -4261436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -4261439.000000 Penalty: 3449.776123
	Iteration 56Q: 3 clusters Score -4261439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -4261441.500000 Penalty: 3449.776123
	Iteration 57Q: 3 clusters Score -4261442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -4261437.500000 Penalty: 3449.776123
	Iteration 58Q: 3 clusters Score -4261438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -4261440.000000 Penalty: 3449.776123
	Iteration 59Q: 3 clusters Score -4261440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -4261437.500000 Penalty: 3449.776123
	Iteration 60F: 3 clusters Score -4261438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -4261438.500000 Penalty: 3449.776123
	Iteration 61Q: 3 clusters Score -4261438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -4261440.500000 Penalty: 3449.776123
	Iteration 62Q: 3 clusters Score -4261440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -4261440.500000 Penalty: 3449.776123
	Iteration 63F: 3 clusters Score -4261440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -24850.531250 Penalty: 927.405457
	Iteration 0F: 2 clusters Score -24850.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24200.314453 Penalty: 1854.810913
	Iteration 0F: 3 clusters Score -24200.31 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24633.152344 Penalty: 1854.810913
	Iteration 1F: 3 clusters Score -24633.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24799.392578 Penalty: 1854.810913
	Iteration 2F: 3 clusters Score -24799.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24889.427734 Penalty: 1854.810913
	Iteration 3Q: 3 clusters Score -24889.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24940.636719 Penalty: 1854.810913
	Iteration 4Q: 3 clusters Score -24940.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24940.699219 Penalty: 1854.810913
	Iteration 5F: 3 clusters Score -24940.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24984.015625 Penalty: 1854.810913
	Iteration 6Q: 3 clusters Score -24984.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -25141.777344 Penalty: 1854.810913
	Iteration 7Q: 3 clusters Score -25141.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -25281.455078 Penalty: 1854.810913
	Iteration 8Q: 3 clusters Score -25281.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -25357.958984 Penalty: 1854.810913
	Iteration 9Q: 3 clusters Score -25357.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25429.152344 Penalty: 1854.810913
	Iteration 10Q: 3 clusters Score -25429.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25447.435547 Penalty: 1854.810913
	Iteration 11Q: 3 clusters Score -25447.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25488.798828 Penalty: 1854.810913
	Iteration 12Q: 3 clusters Score -25488.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25502.179688 Penalty: 1854.810913
	Iteration 13Q: 3 clusters Score -25502.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25505.537109 Penalty: 1854.810913
	Iteration 14Q: 3 clusters Score -25505.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25510.533203 Penalty: 1854.810913
	Iteration 15F: 3 clusters Score -25510.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25597.439453 Penalty: 1854.810913
	Iteration 16Q: 3 clusters Score -25597.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -25609.046875 Penalty: 1854.810913
	Iteration 17Q: 3 clusters Score -25609.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -25660.373047 Penalty: 1854.810913
	Iteration 18Q: 3 clusters Score -25660.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -25672.539062 Penalty: 1854.810913
	Iteration 19Q: 3 clusters Score -25672.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25714.126953 Penalty: 1854.810913
	Iteration 20F: 3 clusters Score -25714.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25835.210938 Penalty: 1854.810913
	Iteration 21Q: 3 clusters Score -25835.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25877.724609 Penalty: 1854.810913
	Iteration 22Q: 3 clusters Score -25877.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25884.156250 Penalty: 1854.810913
	Iteration 23Q: 3 clusters Score -25884.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25884.156250 Penalty: 1854.810913
	Iteration 24F: 3 clusters Score -25884.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 17049 members 
Mstep: Class 6 contains 4718 members 
Mstep: Class 7 contains 40729 members 
Mstep: Class 8 contains 106 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10597 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5211 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128788 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 31219 members 
Mstep: Class 21 contains 14738 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4577 members 
Mstep: Class 24 contains 24429 members 
Mstep: Class 25 contains 6724 members 
Mstep: Class 26 contains 173116 members 
Mstep: Class 27 contains 4163 members 
Mstep: Class 28 contains 39615 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2196 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12668 members 
Mstep: Class 34 contains 1325 members 
Mstep: Class 35 contains 195 members 
Entering Unmasked Estep 
Score: -65952276.000000 Penalty: 76049.578125
Splitting cluster 8 changes total score from -65952416.000000 to -65952276.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -91021.148438 Penalty: 1109.665649
	Iteration 0F: 2 clusters Score -91021.15 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 477 members 
Entering Unmasked Estep 
Score: -89757.429688 Penalty: 2219.331299
	Iteration 0F: 3 clusters Score -89757.43 nChanged 274
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: -90034.914062 Penalty: 2219.331299
	Iteration 1F: 3 clusters Score -90034.91 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -90215.718750 Penalty: 2219.331299
	Iteration 2F: 3 clusters Score -90215.72 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -90468.203125 Penalty: 2219.331299
	Iteration 3F: 3 clusters Score -90468.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -90791.695312 Penalty: 2219.331299
	Iteration 4F: 3 clusters Score -90791.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -91172.585938 Penalty: 2219.331299
	Iteration 5F: 3 clusters Score -91172.59 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -91322.000000 Penalty: 2219.331299
	Iteration 6F: 3 clusters Score -91322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -91358.796875 Penalty: 2219.331299
	Iteration 7Q: 3 clusters Score -91358.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -91371.000000 Penalty: 2219.331299
	Iteration 8Q: 3 clusters Score -91371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -91379.765625 Penalty: 2219.331299
	Iteration 9Q: 3 clusters Score -91379.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -91381.164062 Penalty: 2219.331299
	Iteration 10Q: 3 clusters Score -91381.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -91382.453125 Penalty: 2219.331299
	Iteration 11Q: 3 clusters Score -91382.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -91382.453125 Penalty: 2219.331299
	Iteration 12F: 3 clusters Score -91382.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 17049 members 
Mstep: Class 6 contains 4718 members 
Mstep: Class 7 contains 40729 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 141 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10597 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5211 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128788 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 31219 members 
Mstep: Class 21 contains 14738 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4577 members 
Mstep: Class 24 contains 24429 members 
Mstep: Class 25 contains 6724 members 
Mstep: Class 26 contains 173116 members 
Mstep: Class 27 contains 4163 members 
Mstep: Class 28 contains 39615 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2196 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12668 members 
Mstep: Class 34 contains 1325 members 
Mstep: Class 35 contains 783 members 
Entering Unmasked Estep 
Score: -65951712.000000 Penalty: 76049.578125
Splitting cluster 9 changes total score from -65952416.000000 to -65951712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -47015.566406 Penalty: 1015.934387
	Iteration 0F: 2 clusters Score -47015.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -46042.910156 Penalty: 2031.868774
	Iteration 0F: 3 clusters Score -46042.91 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -46303.832031 Penalty: 2031.868774
	Iteration 1F: 3 clusters Score -46303.83 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -46433.484375 Penalty: 2031.868774
	Iteration 2F: 3 clusters Score -46433.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -46598.121094 Penalty: 2031.868774
	Iteration 3F: 3 clusters Score -46598.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -46703.132812 Penalty: 2031.868774
	Iteration 4F: 3 clusters Score -46703.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -46860.773438 Penalty: 2031.868774
	Iteration 5Q: 3 clusters Score -46860.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -46971.164062 Penalty: 2031.868774
	Iteration 6Q: 3 clusters Score -46971.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -47056.574219 Penalty: 2031.868774
	Iteration 7Q: 3 clusters Score -47056.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -47087.242188 Penalty: 2031.868774
	Iteration 8Q: 3 clusters Score -47087.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -47102.531250 Penalty: 2031.868774
	Iteration 9Q: 3 clusters Score -47102.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -47119.816406 Penalty: 2031.868774
	Iteration 10Q: 3 clusters Score -47119.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -47133.847656 Penalty: 2031.868774
	Iteration 11Q: 3 clusters Score -47133.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -47141.363281 Penalty: 2031.868774
	Iteration 12Q: 3 clusters Score -47141.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -47158.183594 Penalty: 2031.868774
	Iteration 13Q: 3 clusters Score -47158.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -47163.871094 Penalty: 2031.868774
	Iteration 14Q: 3 clusters Score -47163.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -47166.000000 Penalty: 2031.868774
	Iteration 15Q: 3 clusters Score -47166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -47175.085938 Penalty: 2031.868774
	Iteration 16Q: 3 clusters Score -47175.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -47177.847656 Penalty: 2031.868774
	Iteration 17Q: 3 clusters Score -47177.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -47179.175781 Penalty: 2031.868774
	Iteration 18Q: 3 clusters Score -47179.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -47179.175781 Penalty: 2031.868774
	Iteration 19F: 3 clusters Score -47179.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 17049 members 
Mstep: Class 6 contains 4718 members 
Mstep: Class 7 contains 40729 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 156 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10597 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5211 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128788 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 31219 members 
Mstep: Class 21 contains 14738 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4577 members 
Mstep: Class 24 contains 24429 members 
Mstep: Class 25 contains 6724 members 
Mstep: Class 26 contains 173116 members 
Mstep: Class 27 contains 4163 members 
Mstep: Class 28 contains 39615 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2196 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12668 members 
Mstep: Class 34 contains 1325 members 
Mstep: Class 35 contains 363 members 
Entering Unmasked Estep 
Score: -65951388.000000 Penalty: 76049.578125
Splitting cluster 10 changes total score from -65952416.000000 to -65951388.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (5602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Entering Unmasked Estep 
Score: -586349.187500 Penalty: 1402.517944
	Iteration 0F: 2 clusters Score -586349.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -582016.250000 Penalty: 2805.035889
	Iteration 0F: 3 clusters Score -582016.2 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -583370.562500 Penalty: 2805.035889
	Iteration 1F: 3 clusters Score -583370.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -583825.312500 Penalty: 2805.035889
	Iteration 2F: 3 clusters Score -583825.3 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -584312.500000 Penalty: 2805.035889
	Iteration 3F: 3 clusters Score -584312.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -584724.375000 Penalty: 2805.035889
	Iteration 4F: 3 clusters Score -584724.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -585014.250000 Penalty: 2805.035889
	Iteration 5F: 3 clusters Score -585014.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -585200.187500 Penalty: 2805.035889
	Iteration 6Q: 3 clusters Score -585200.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -585348.187500 Penalty: 2805.035889
	Iteration 7Q: 3 clusters Score -585348.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -585439.625000 Penalty: 2805.035889
	Iteration 8Q: 3 clusters Score -585439.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -585482.250000 Penalty: 2805.035889
	Iteration 9Q: 3 clusters Score -585482.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -585516.687500 Penalty: 2805.035889
	Iteration 10Q: 3 clusters Score -585516.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -585555.625000 Penalty: 2805.035889
	Iteration 11Q: 3 clusters Score -585555.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -585592.562500 Penalty: 2805.035889
	Iteration 12Q: 3 clusters Score -585592.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -585635.875000 Penalty: 2805.035889
	Iteration 13Q: 3 clusters Score -585635.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -585679.375000 Penalty: 2805.035889
	Iteration 14Q: 3 clusters Score -585679.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -585731.562500 Penalty: 2805.035889
	Iteration 15Q: 3 clusters Score -585731.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -585767.562500 Penalty: 2805.035889
	Iteration 16Q: 3 clusters Score -585767.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -585790.937500 Penalty: 2805.035889
	Iteration 17Q: 3 clusters Score -585790.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -585806.750000 Penalty: 2805.035889
	Iteration 18Q: 3 clusters Score -585806.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -585823.750000 Penalty: 2805.035889
	Iteration 19Q: 3 clusters Score -585823.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -585835.812500 Penalty: 2805.035889
	Iteration 20F: 3 clusters Score -585835.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -585851.312500 Penalty: 2805.035889
	Iteration 21Q: 3 clusters Score -585851.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -585866.187500 Penalty: 2805.035889
	Iteration 22Q: 3 clusters Score -585866.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -585885.750000 Penalty: 2805.035889
	Iteration 23Q: 3 clusters Score -585885.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -585909.437500 Penalty: 2805.035889
	Iteration 24Q: 3 clusters Score -585909.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -585932.875000 Penalty: 2805.035889
	Iteration 25Q: 3 clusters Score -585932.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -585954.312500 Penalty: 2805.035889
	Iteration 26Q: 3 clusters Score -585954.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -585968.875000 Penalty: 2805.035889
	Iteration 27Q: 3 clusters Score -585968.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -585980.062500 Penalty: 2805.035889
	Iteration 28Q: 3 clusters Score -585980.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -585995.250000 Penalty: 2805.035889
	Iteration 29Q: 3 clusters Score -585995.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -586014.187500 Penalty: 2805.035889
	Iteration 30Q: 3 clusters Score -586014.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -586037.125000 Penalty: 2805.035889
	Iteration 31Q: 3 clusters Score -586037.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -586062.437500 Penalty: 2805.035889
	Iteration 32Q: 3 clusters Score -586062.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -586084.812500 Penalty: 2805.035889
	Iteration 33Q: 3 clusters Score -586084.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -586114.687500 Penalty: 2805.035889
	Iteration 34Q: 3 clusters Score -586114.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -586162.437500 Penalty: 2805.035889
	Iteration 35Q: 3 clusters Score -586162.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -586213.375000 Penalty: 2805.035889
	Iteration 36Q: 3 clusters Score -586213.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -586254.312500 Penalty: 2805.035889
	Iteration 37Q: 3 clusters Score -586254.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -586278.000000 Penalty: 2805.035889
	Iteration 38Q: 3 clusters Score -586278 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -586292.875000 Penalty: 2805.035889
	Iteration 39Q: 3 clusters Score -586292.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -586302.437500 Penalty: 2805.035889
	Iteration 40F: 3 clusters Score -586302.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -586308.062500 Penalty: 2805.035889
	Iteration 41Q: 3 clusters Score -586308.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -586310.562500 Penalty: 2805.035889
	Iteration 42Q: 3 clusters Score -586310.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -586310.312500 Penalty: 2805.035889
	Iteration 43Q: 3 clusters Score -586310.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -586311.000000 Penalty: 2805.035889
	Iteration 44Q: 3 clusters Score -586311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -586311.062500 Penalty: 2805.035889
	Iteration 45Q: 3 clusters Score -586311.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -586311.562500 Penalty: 2805.035889
	Iteration 46Q: 3 clusters Score -586311.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -586311.750000 Penalty: 2805.035889
	Iteration 47Q: 3 clusters Score -586311.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -586311.750000 Penalty: 2805.035889
	Iteration 48F: 3 clusters Score -586311.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Entering Unmasked Estep 
Score: -3250349.000000 Penalty: 1678.183594
	Iteration 0F: 2 clusters Score -3250349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -3229748.250000 Penalty: 3356.367188
	Iteration 0F: 3 clusters Score -3229748 nChanged 14028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3237541.500000 Penalty: 3356.367188
	Iteration 1F: 3 clusters Score -3237542 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -3237988.000000 Penalty: 3356.367188
	Iteration 2Q: 3 clusters Score -3237988 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3238439.000000 Penalty: 3356.367188
	Iteration 3Q: 3 clusters Score -3238439 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -3238884.000000 Penalty: 3356.367188
	Iteration 4Q: 3 clusters Score -3238884 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -3239356.500000 Penalty: 3356.367188
	Iteration 5Q: 3 clusters Score -3239356 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -3239770.500000 Penalty: 3356.367188
	Iteration 6Q: 3 clusters Score -3239770 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -3240232.500000 Penalty: 3356.367188
	Iteration 7Q: 3 clusters Score -3240232 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -3240730.250000 Penalty: 3356.367188
	Iteration 8Q: 3 clusters Score -3240730 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -3241358.000000 Penalty: 3356.367188
	Iteration 9Q: 3 clusters Score -3241358 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -3241975.500000 Penalty: 3356.367188
	Iteration 10Q: 3 clusters Score -3241976 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -3242645.500000 Penalty: 3356.367188
	Iteration 11Q: 3 clusters Score -3242646 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -3243240.000000 Penalty: 3356.367188
	Iteration 12Q: 3 clusters Score -3243240 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -3243683.750000 Penalty: 3356.367188
	Iteration 13Q: 3 clusters Score -3243684 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -3243910.750000 Penalty: 3356.367188
	Iteration 14Q: 3 clusters Score -3243911 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -3244011.000000 Penalty: 3356.367188
	Iteration 15Q: 3 clusters Score -3244011 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -3244071.750000 Penalty: 3356.367188
	Iteration 16Q: 3 clusters Score -3244072 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -3244129.750000 Penalty: 3356.367188
	Iteration 17Q: 3 clusters Score -3244130 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3244165.750000 Penalty: 3356.367188
	Iteration 18Q: 3 clusters Score -3244166 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3244222.000000 Penalty: 3356.367188
	Iteration 19Q: 3 clusters Score -3244222 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -3244306.750000 Penalty: 3356.367188
	Iteration 20F: 3 clusters Score -3244307 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -3244347.250000 Penalty: 3356.367188
	Iteration 21Q: 3 clusters Score -3244347 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -3244426.500000 Penalty: 3356.367188
	Iteration 22Q: 3 clusters Score -3244426 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -3244490.750000 Penalty: 3356.367188
	Iteration 23Q: 3 clusters Score -3244491 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -3244557.000000 Penalty: 3356.367188
	Iteration 24Q: 3 clusters Score -3244557 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -3244644.000000 Penalty: 3356.367188
	Iteration 25Q: 3 clusters Score -3244644 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -3244739.250000 Penalty: 3356.367188
	Iteration 26Q: 3 clusters Score -3244739 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -3244850.500000 Penalty: 3356.367188
	Iteration 27Q: 3 clusters Score -3244850 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -3244960.500000 Penalty: 3356.367188
	Iteration 28Q: 3 clusters Score -3244960 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -3245104.250000 Penalty: 3356.367188
	Iteration 29Q: 3 clusters Score -3245104 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -3245286.250000 Penalty: 3356.367188
	Iteration 30Q: 3 clusters Score -3245286 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -3245535.250000 Penalty: 3356.367188
	Iteration 31Q: 3 clusters Score -3245535 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -3245816.750000 Penalty: 3356.367188
	Iteration 32Q: 3 clusters Score -3245817 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -3246082.000000 Penalty: 3356.367188
	Iteration 33Q: 3 clusters Score -3246082 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -3246405.250000 Penalty: 3356.367188
	Iteration 34Q: 3 clusters Score -3246405 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -3246687.500000 Penalty: 3356.367188
	Iteration 35Q: 3 clusters Score -3246688 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -3246914.500000 Penalty: 3356.367188
	Iteration 36Q: 3 clusters Score -3246914 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -3247099.500000 Penalty: 3356.367188
	Iteration 37Q: 3 clusters Score -3247100 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -3247225.750000 Penalty: 3356.367188
	Iteration 38Q: 3 clusters Score -3247226 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -3247313.000000 Penalty: 3356.367188
	Iteration 39Q: 3 clusters Score -3247313 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -3247414.750000 Penalty: 3356.367188
	Iteration 40F: 3 clusters Score -3247415 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -3247468.000000 Penalty: 3356.367188
	Iteration 41Q: 3 clusters Score -3247468 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -3247516.500000 Penalty: 3356.367188
	Iteration 42Q: 3 clusters Score -3247516 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -3247534.250000 Penalty: 3356.367188
	Iteration 43Q: 3 clusters Score -3247534 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -3247535.500000 Penalty: 3356.367188
	Iteration 44Q: 3 clusters Score -3247536 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -3247537.750000 Penalty: 3356.367188
	Iteration 45Q: 3 clusters Score -3247538 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -3247534.000000 Penalty: 3356.367188
	Iteration 46Q: 3 clusters Score -3247534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -3247542.250000 Penalty: 3356.367188
	Iteration 47Q: 3 clusters Score -3247542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -3247540.000000 Penalty: 3356.367188
	Iteration 48Q: 3 clusters Score -3247540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -3247544.000000 Penalty: 3356.367188
	Iteration 49Q: 3 clusters Score -3247544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -3247541.750000 Penalty: 3356.367188
	Iteration 50Q: 3 clusters Score -3247542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -3247542.000000 Penalty: 3356.367188
	Iteration 51Q: 3 clusters Score -3247542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -3247539.250000 Penalty: 3356.367188
	Iteration 52Q: 3 clusters Score -3247539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -3247543.000000 Penalty: 3356.367188
	Iteration 53Q: 3 clusters Score -3247543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -3247542.000000 Penalty: 3356.367188
	Iteration 54Q: 3 clusters Score -3247542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -3247552.250000 Penalty: 3356.367188
	Iteration 55Q: 3 clusters Score -3247552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -3247548.500000 Penalty: 3356.367188
	Iteration 56Q: 3 clusters Score -3247548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -3247549.500000 Penalty: 3356.367188
	Iteration 57Q: 3 clusters Score -3247550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -3247550.250000 Penalty: 3356.367188
	Iteration 58Q: 3 clusters Score -3247550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -3247552.000000 Penalty: 3356.367188
	Iteration 59Q: 3 clusters Score -3247552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -3247557.250000 Penalty: 3356.367188
	Iteration 60F: 3 clusters Score -3247557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -3247553.750000 Penalty: 3356.367188
	Iteration 61Q: 3 clusters Score -3247554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -3247557.000000 Penalty: 3356.367188
	Iteration 62Q: 3 clusters Score -3247557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -3247557.000000 Penalty: 3356.367188
	Iteration 63Q: 3 clusters Score -3247557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -3247557.000000 Penalty: 3356.367188
	Iteration 64Q: 3 clusters Score -3247557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -3247560.500000 Penalty: 3356.367188
	Iteration 65Q: 3 clusters Score -3247560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -3247560.500000 Penalty: 3356.367188
	Iteration 66F: 3 clusters Score -3247560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Entering Unmasked Estep 
Score: -1116387.500000 Penalty: 1506.102905
	Iteration 0F: 2 clusters Score -1116388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1108819.375000 Penalty: 3012.205811
	Iteration 0F: 3 clusters Score -1108819 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1111285.375000 Penalty: 3012.205811
	Iteration 1F: 3 clusters Score -1111285 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1111508.125000 Penalty: 3012.205811
	Iteration 2F: 3 clusters Score -1111508 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1111723.500000 Penalty: 3012.205811
	Iteration 3Q: 3 clusters Score -1111724 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1111936.500000 Penalty: 3012.205811
	Iteration 4Q: 3 clusters Score -1111936 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1112189.625000 Penalty: 3012.205811
	Iteration 5Q: 3 clusters Score -1112190 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1112505.625000 Penalty: 3012.205811
	Iteration 6Q: 3 clusters Score -1112506 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1112876.375000 Penalty: 3012.205811
	Iteration 7F: 3 clusters Score -1112876 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1113366.750000 Penalty: 3012.205811
	Iteration 8F: 3 clusters Score -1113367 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1113917.750000 Penalty: 3012.205811
	Iteration 9F: 3 clusters Score -1113918 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1114446.250000 Penalty: 3012.205811
	Iteration 10F: 3 clusters Score -1114446 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1114785.750000 Penalty: 3012.205811
	Iteration 11Q: 3 clusters Score -1114786 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1114969.875000 Penalty: 3012.205811
	Iteration 12Q: 3 clusters Score -1114970 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1115063.500000 Penalty: 3012.205811
	Iteration 13Q: 3 clusters Score -1115064 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1115112.500000 Penalty: 3012.205811
	Iteration 14Q: 3 clusters Score -1115112 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1115145.000000 Penalty: 3012.205811
	Iteration 15Q: 3 clusters Score -1115145 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1115172.125000 Penalty: 3012.205811
	Iteration 16Q: 3 clusters Score -1115172 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1115190.125000 Penalty: 3012.205811
	Iteration 17Q: 3 clusters Score -1115190 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1115211.375000 Penalty: 3012.205811
	Iteration 18Q: 3 clusters Score -1115211 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1115227.625000 Penalty: 3012.205811
	Iteration 19Q: 3 clusters Score -1115228 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1115238.000000 Penalty: 3012.205811
	Iteration 20F: 3 clusters Score -1115238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1115246.500000 Penalty: 3012.205811
	Iteration 21Q: 3 clusters Score -1115246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1115259.875000 Penalty: 3012.205811
	Iteration 22Q: 3 clusters Score -1115260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1115270.125000 Penalty: 3012.205811
	Iteration 23Q: 3 clusters Score -1115270 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1115279.250000 Penalty: 3012.205811
	Iteration 24Q: 3 clusters Score -1115279 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1115286.250000 Penalty: 3012.205811
	Iteration 25Q: 3 clusters Score -1115286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1115297.250000 Penalty: 3012.205811
	Iteration 26Q: 3 clusters Score -1115297 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1115307.000000 Penalty: 3012.205811
	Iteration 27Q: 3 clusters Score -1115307 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1115324.750000 Penalty: 3012.205811
	Iteration 28Q: 3 clusters Score -1115325 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1115340.750000 Penalty: 3012.205811
	Iteration 29Q: 3 clusters Score -1115341 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1115354.250000 Penalty: 3012.205811
	Iteration 30Q: 3 clusters Score -1115354 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1115360.750000 Penalty: 3012.205811
	Iteration 31Q: 3 clusters Score -1115361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1115368.500000 Penalty: 3012.205811
	Iteration 32Q: 3 clusters Score -1115368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1115370.500000 Penalty: 3012.205811
	Iteration 33Q: 3 clusters Score -1115370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1115375.125000 Penalty: 3012.205811
	Iteration 34Q: 3 clusters Score -1115375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1115378.750000 Penalty: 3012.205811
	Iteration 35Q: 3 clusters Score -1115379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1115387.250000 Penalty: 3012.205811
	Iteration 36Q: 3 clusters Score -1115387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1115388.500000 Penalty: 3012.205811
	Iteration 37Q: 3 clusters Score -1115388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1115389.875000 Penalty: 3012.205811
	Iteration 38Q: 3 clusters Score -1115390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1115392.375000 Penalty: 3012.205811
	Iteration 39Q: 3 clusters Score -1115392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1115392.625000 Penalty: 3012.205811
	Iteration 40F: 3 clusters Score -1115393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1115392.750000 Penalty: 3012.205811
	Iteration 41Q: 3 clusters Score -1115393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1115392.000000 Penalty: 3012.205811
	Iteration 42Q: 3 clusters Score -1115392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1115394.125000 Penalty: 3012.205811
	Iteration 43Q: 3 clusters Score -1115394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1115393.000000 Penalty: 3012.205811
	Iteration 44Q: 3 clusters Score -1115393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1115395.125000 Penalty: 3012.205811
	Iteration 45Q: 3 clusters Score -1115395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1115394.625000 Penalty: 3012.205811
	Iteration 46Q: 3 clusters Score -1115395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1115396.000000 Penalty: 3012.205811
	Iteration 47Q: 3 clusters Score -1115396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1115396.625000 Penalty: 3012.205811
	Iteration 48Q: 3 clusters Score -1115397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1115396.000000 Penalty: 3012.205811
	Iteration 49Q: 3 clusters Score -1115396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1115396.250000 Penalty: 3012.205811
	Iteration 50Q: 3 clusters Score -1115396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1115396.250000 Penalty: 3012.205811
	Iteration 51F: 3 clusters Score -1115396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Entering Unmasked Estep 
Score: -261362.421875 Penalty: 1275.197998
	Iteration 0F: 2 clusters Score -261362.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -258953.437500 Penalty: 2550.395996
	Iteration 0F: 3 clusters Score -258953.4 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -259530.687500 Penalty: 2550.395996
	Iteration 1F: 3 clusters Score -259530.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -259687.156250 Penalty: 2550.395996
	Iteration 2F: 3 clusters Score -259687.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -259794.375000 Penalty: 2550.395996
	Iteration 3F: 3 clusters Score -259794.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -259877.671875 Penalty: 2550.395996
	Iteration 4Q: 3 clusters Score -259877.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -259947.453125 Penalty: 2550.395996
	Iteration 5Q: 3 clusters Score -259947.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -260015.328125 Penalty: 2550.395996
	Iteration 6Q: 3 clusters Score -260015.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -260072.671875 Penalty: 2550.395996
	Iteration 7Q: 3 clusters Score -260072.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -260123.359375 Penalty: 2550.395996
	Iteration 8Q: 3 clusters Score -260123.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -260152.156250 Penalty: 2550.395996
	Iteration 9Q: 3 clusters Score -260152.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -260181.000000 Penalty: 2550.395996
	Iteration 10Q: 3 clusters Score -260181 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -260207.890625 Penalty: 2550.395996
	Iteration 11Q: 3 clusters Score -260207.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -260223.265625 Penalty: 2550.395996
	Iteration 12Q: 3 clusters Score -260223.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -260234.906250 Penalty: 2550.395996
	Iteration 13Q: 3 clusters Score -260234.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -260244.750000 Penalty: 2550.395996
	Iteration 14Q: 3 clusters Score -260244.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -260249.906250 Penalty: 2550.395996
	Iteration 15Q: 3 clusters Score -260249.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -260252.796875 Penalty: 2550.395996
	Iteration 16Q: 3 clusters Score -260252.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -260254.921875 Penalty: 2550.395996
	Iteration 17Q: 3 clusters Score -260254.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -260258.609375 Penalty: 2550.395996
	Iteration 18Q: 3 clusters Score -260258.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -260260.000000 Penalty: 2550.395996
	Iteration 19Q: 3 clusters Score -260260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -260260.640625 Penalty: 2550.395996
	Iteration 20F: 3 clusters Score -260260.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -260260.765625 Penalty: 2550.395996
	Iteration 21Q: 3 clusters Score -260260.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -260260.625000 Penalty: 2550.395996
	Iteration 22Q: 3 clusters Score -260260.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -260260.625000 Penalty: 2550.395996
	Iteration 23F: 3 clusters Score -260260.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Entering Unmasked Estep 
Score: -1785426.750000 Penalty: 1580.752075
	Iteration 0F: 2 clusters Score -1785427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1773891.250000 Penalty: 3161.504150
	Iteration 0F: 3 clusters Score -1773891 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1777818.500000 Penalty: 3161.504150
	Iteration 1F: 3 clusters Score -1777818 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1778132.000000 Penalty: 3161.504150
	Iteration 2F: 3 clusters Score -1778132 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1778450.000000 Penalty: 3161.504150
	Iteration 3Q: 3 clusters Score -1778450 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1778804.000000 Penalty: 3161.504150
	Iteration 4Q: 3 clusters Score -1778804 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1779229.000000 Penalty: 3161.504150
	Iteration 5Q: 3 clusters Score -1779229 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1779804.875000 Penalty: 3161.504150
	Iteration 6F: 3 clusters Score -1779805 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1780401.250000 Penalty: 3161.504150
	Iteration 7F: 3 clusters Score -1780401 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1781049.375000 Penalty: 3161.504150
	Iteration 8F: 3 clusters Score -1781049 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1781706.000000 Penalty: 3161.504150
	Iteration 9F: 3 clusters Score -1781706 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1782284.500000 Penalty: 3161.504150
	Iteration 10Q: 3 clusters Score -1782284 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1782743.875000 Penalty: 3161.504150
	Iteration 11Q: 3 clusters Score -1782744 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1783083.125000 Penalty: 3161.504150
	Iteration 12Q: 3 clusters Score -1783083 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1783366.125000 Penalty: 3161.504150
	Iteration 13Q: 3 clusters Score -1783366 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1783661.750000 Penalty: 3161.504150
	Iteration 14Q: 3 clusters Score -1783662 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1783877.375000 Penalty: 3161.504150
	Iteration 15Q: 3 clusters Score -1783877 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -1783986.750000 Penalty: 3161.504150
	Iteration 16Q: 3 clusters Score -1783987 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -1784055.250000 Penalty: 3161.504150
	Iteration 17Q: 3 clusters Score -1784055 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -1784080.750000 Penalty: 3161.504150
	Iteration 18Q: 3 clusters Score -1784081 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -1784111.750000 Penalty: 3161.504150
	Iteration 19Q: 3 clusters Score -1784112 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1784125.375000 Penalty: 3161.504150
	Iteration 20F: 3 clusters Score -1784125 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1784141.875000 Penalty: 3161.504150
	Iteration 21Q: 3 clusters Score -1784142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -1784161.125000 Penalty: 3161.504150
	Iteration 22Q: 3 clusters Score -1784161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -1784169.250000 Penalty: 3161.504150
	Iteration 23Q: 3 clusters Score -1784169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -1784174.250000 Penalty: 3161.504150
	Iteration 24Q: 3 clusters Score -1784174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -1784176.625000 Penalty: 3161.504150
	Iteration 25Q: 3 clusters Score -1784177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -1784180.875000 Penalty: 3161.504150
	Iteration 26Q: 3 clusters Score -1784181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -1784188.250000 Penalty: 3161.504150
	Iteration 27Q: 3 clusters Score -1784188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -1784191.375000 Penalty: 3161.504150
	Iteration 28Q: 3 clusters Score -1784191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -1784196.000000 Penalty: 3161.504150
	Iteration 29Q: 3 clusters Score -1784196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1784203.000000 Penalty: 3161.504150
	Iteration 30Q: 3 clusters Score -1784203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -1784206.875000 Penalty: 3161.504150
	Iteration 31Q: 3 clusters Score -1784207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -1784209.000000 Penalty: 3161.504150
	Iteration 32Q: 3 clusters Score -1784209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -1784213.125000 Penalty: 3161.504150
	Iteration 33Q: 3 clusters Score -1784213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1784214.625000 Penalty: 3161.504150
	Iteration 34Q: 3 clusters Score -1784215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -1784221.000000 Penalty: 3161.504150
	Iteration 35Q: 3 clusters Score -1784221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -1784221.250000 Penalty: 3161.504150
	Iteration 36Q: 3 clusters Score -1784221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1784225.375000 Penalty: 3161.504150
	Iteration 37Q: 3 clusters Score -1784225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -1784226.250000 Penalty: 3161.504150
	Iteration 38Q: 3 clusters Score -1784226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -1784226.125000 Penalty: 3161.504150
	Iteration 39Q: 3 clusters Score -1784226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -1784225.625000 Penalty: 3161.504150
	Iteration 40F: 3 clusters Score -1784226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Entering Unmasked Estep 
Score: -545952.062500 Penalty: 1390.760620
	Iteration 0F: 2 clusters Score -545952.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -541873.750000 Penalty: 2781.521240
	Iteration 0F: 3 clusters Score -541873.8 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -542953.812500 Penalty: 2781.521240
	Iteration 1F: 3 clusters Score -542953.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -543137.125000 Penalty: 2781.521240
	Iteration 2F: 3 clusters Score -543137.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -543266.187500 Penalty: 2781.521240
	Iteration 3F: 3 clusters Score -543266.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -543382.000000 Penalty: 2781.521240
	Iteration 4Q: 3 clusters Score -543382 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -543470.125000 Penalty: 2781.521240
	Iteration 5Q: 3 clusters Score -543470.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -543535.187500 Penalty: 2781.521240
	Iteration 6Q: 3 clusters Score -543535.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -543584.812500 Penalty: 2781.521240
	Iteration 7Q: 3 clusters Score -543584.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -543633.625000 Penalty: 2781.521240
	Iteration 8Q: 3 clusters Score -543633.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -543672.125000 Penalty: 2781.521240
	Iteration 9Q: 3 clusters Score -543672.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -543708.312500 Penalty: 2781.521240
	Iteration 10Q: 3 clusters Score -543708.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -543740.000000 Penalty: 2781.521240
	Iteration 11Q: 3 clusters Score -543740 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -543767.125000 Penalty: 2781.521240
	Iteration 12Q: 3 clusters Score -543767.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -543795.062500 Penalty: 2781.521240
	Iteration 13Q: 3 clusters Score -543795.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -543826.312500 Penalty: 2781.521240
	Iteration 14Q: 3 clusters Score -543826.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -543856.062500 Penalty: 2781.521240
	Iteration 15Q: 3 clusters Score -543856.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -543879.937500 Penalty: 2781.521240
	Iteration 16Q: 3 clusters Score -543879.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -543909.000000 Penalty: 2781.521240
	Iteration 17Q: 3 clusters Score -543909 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -543948.187500 Penalty: 2781.521240
	Iteration 18Q: 3 clusters Score -543948.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -543983.250000 Penalty: 2781.521240
	Iteration 19Q: 3 clusters Score -543983.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -544016.625000 Penalty: 2781.521240
	Iteration 20F: 3 clusters Score -544016.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -544053.625000 Penalty: 2781.521240
	Iteration 21Q: 3 clusters Score -544053.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -544091.625000 Penalty: 2781.521240
	Iteration 22Q: 3 clusters Score -544091.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -544144.062500 Penalty: 2781.521240
	Iteration 23Q: 3 clusters Score -544144.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -544198.312500 Penalty: 2781.521240
	Iteration 24Q: 3 clusters Score -544198.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -544260.937500 Penalty: 2781.521240
	Iteration 25Q: 3 clusters Score -544260.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -544331.687500 Penalty: 2781.521240
	Iteration 26Q: 3 clusters Score -544331.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -544401.500000 Penalty: 2781.521240
	Iteration 27Q: 3 clusters Score -544401.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -544447.437500 Penalty: 2781.521240
	Iteration 28Q: 3 clusters Score -544447.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -544474.687500 Penalty: 2781.521240
	Iteration 29Q: 3 clusters Score -544474.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -544497.875000 Penalty: 2781.521240
	Iteration 30Q: 3 clusters Score -544497.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -544521.750000 Penalty: 2781.521240
	Iteration 31Q: 3 clusters Score -544521.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -544546.750000 Penalty: 2781.521240
	Iteration 32Q: 3 clusters Score -544546.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -544574.687500 Penalty: 2781.521240
	Iteration 33Q: 3 clusters Score -544574.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -544600.687500 Penalty: 2781.521240
	Iteration 34Q: 3 clusters Score -544600.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -544617.562500 Penalty: 2781.521240
	Iteration 35Q: 3 clusters Score -544617.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -544621.187500 Penalty: 2781.521240
	Iteration 36Q: 3 clusters Score -544621.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -544626.187500 Penalty: 2781.521240
	Iteration 37Q: 3 clusters Score -544626.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -544627.125000 Penalty: 2781.521240
	Iteration 38Q: 3 clusters Score -544627.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -544627.125000 Penalty: 2781.521240
	Iteration 39Q: 3 clusters Score -544627.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -544628.312500 Penalty: 2781.521240
	Iteration 40F: 3 clusters Score -544628.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -544627.750000 Penalty: 2781.521240
	Iteration 41Q: 3 clusters Score -544627.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -544627.750000 Penalty: 2781.521240
	Iteration 42F: 3 clusters Score -544627.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Entering Unmasked Estep 
Score: -2351136.500000 Penalty: 1628.167358
	Iteration 0F: 2 clusters Score -2351136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2335848.500000 Penalty: 3256.334717
	Iteration 0F: 3 clusters Score -2335848 nChanged 10266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2341608.000000 Penalty: 3256.334717
	Iteration 1F: 3 clusters Score -2341608 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2342205.000000 Penalty: 3256.334717
	Iteration 2F: 3 clusters Score -2342205 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2342930.250000 Penalty: 3256.334717
	Iteration 3F: 3 clusters Score -2342930 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2343814.500000 Penalty: 3256.334717
	Iteration 4F: 3 clusters Score -2343814 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2344894.250000 Penalty: 3256.334717
	Iteration 5F: 3 clusters Score -2344894 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2346078.750000 Penalty: 3256.334717
	Iteration 6F: 3 clusters Score -2346079 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2347302.250000 Penalty: 3256.334717
	Iteration 7F: 3 clusters Score -2347302 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -2348386.250000 Penalty: 3256.334717
	Iteration 8F: 3 clusters Score -2348386 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -2349113.750000 Penalty: 3256.334717
	Iteration 9Q: 3 clusters Score -2349114 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -2349544.500000 Penalty: 3256.334717
	Iteration 10Q: 3 clusters Score -2349544 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2349766.250000 Penalty: 3256.334717
	Iteration 11Q: 3 clusters Score -2349766 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -2349877.250000 Penalty: 3256.334717
	Iteration 12Q: 3 clusters Score -2349877 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -2349942.500000 Penalty: 3256.334717
	Iteration 13Q: 3 clusters Score -2349942 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -2349984.750000 Penalty: 3256.334717
	Iteration 14Q: 3 clusters Score -2349985 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -2350018.000000 Penalty: 3256.334717
	Iteration 15Q: 3 clusters Score -2350018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -2350032.750000 Penalty: 3256.334717
	Iteration 16Q: 3 clusters Score -2350033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2350044.250000 Penalty: 3256.334717
	Iteration 17Q: 3 clusters Score -2350044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -2350053.000000 Penalty: 3256.334717
	Iteration 18Q: 3 clusters Score -2350053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -2350058.000000 Penalty: 3256.334717
	Iteration 19Q: 3 clusters Score -2350058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -2350060.000000 Penalty: 3256.334717
	Iteration 20F: 3 clusters Score -2350060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -2350064.750000 Penalty: 3256.334717
	Iteration 21Q: 3 clusters Score -2350065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -2350066.750000 Penalty: 3256.334717
	Iteration 22Q: 3 clusters Score -2350067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2350075.750000 Penalty: 3256.334717
	Iteration 23Q: 3 clusters Score -2350076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2350076.750000 Penalty: 3256.334717
	Iteration 24Q: 3 clusters Score -2350077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2350074.750000 Penalty: 3256.334717
	Iteration 25Q: 3 clusters Score -2350075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -2350077.750000 Penalty: 3256.334717
	Iteration 26Q: 3 clusters Score -2350078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -2350077.750000 Penalty: 3256.334717
	Iteration 27F: 3 clusters Score -2350078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (128788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128788 members 
Entering Unmasked Estep 
Score: -13826217.000000 Penalty: 1911.962402
	Iteration 0F: 2 clusters Score -1.382622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64298 members 
Mstep: Class 2 contains 64490 members 
Entering Unmasked Estep 
Score: -13740033.000000 Penalty: 3823.924805
	Iteration 0F: 3 clusters Score -1.374003e+07 nChanged 62093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60931 members 
Mstep: Class 2 contains 67857 members 
Entering Unmasked Estep 
Score: -13777100.000000 Penalty: 3823.924805
	Iteration 1F: 3 clusters Score -1.37771e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58657 members 
Mstep: Class 2 contains 70131 members 
Entering Unmasked Estep 
Score: -13778768.000000 Penalty: 3823.924805
	Iteration 2Q: 3 clusters Score -1.377877e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55394 members 
Mstep: Class 2 contains 73394 members 
Entering Unmasked Estep 
Score: -13781060.000000 Penalty: 3823.924805
	Iteration 3Q: 3 clusters Score -1.378106e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 78116 members 
Entering Unmasked Estep 
Score: -13784538.000000 Penalty: 3823.924805
	Iteration 4F: 3 clusters Score -1.378454e+07 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 84433 members 
Entering Unmasked Estep 
Score: -13789275.000000 Penalty: 3823.924805
	Iteration 5F: 3 clusters Score -1.378928e+07 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 92164 members 
Entering Unmasked Estep 
Score: -13794893.000000 Penalty: 3823.924805
	Iteration 6F: 3 clusters Score -1.379489e+07 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 100562 members 
Entering Unmasked Estep 
Score: -13801398.000000 Penalty: 3823.924805
	Iteration 7F: 3 clusters Score -1.38014e+07 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 108716 members 
Entering Unmasked Estep 
Score: -13808224.000000 Penalty: 3823.924805
	Iteration 8F: 3 clusters Score -1.380822e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 115499 members 
Entering Unmasked Estep 
Score: -13814034.000000 Penalty: 3823.924805
	Iteration 9F: 3 clusters Score -1.381403e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 120330 members 
Entering Unmasked Estep 
Score: -13818468.000000 Penalty: 3823.924805
	Iteration 10Q: 3 clusters Score -1.381847e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 123229 members 
Entering Unmasked Estep 
Score: -13821029.000000 Penalty: 3823.924805
	Iteration 11Q: 3 clusters Score -1.382103e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 124911 members 
Entering Unmasked Estep 
Score: -13822519.000000 Penalty: 3823.924805
	Iteration 12Q: 3 clusters Score -1.382252e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 125881 members 
Entering Unmasked Estep 
Score: -13823448.000000 Penalty: 3823.924805
	Iteration 13Q: 3 clusters Score -1.382345e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 126453 members 
Entering Unmasked Estep 
Score: -13823827.000000 Penalty: 3823.924805
	Iteration 14Q: 3 clusters Score -1.382383e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 126834 members 
Entering Unmasked Estep 
Score: -13824085.000000 Penalty: 3823.924805
	Iteration 15Q: 3 clusters Score -1.382408e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 127101 members 
Entering Unmasked Estep 
Score: -13824219.000000 Penalty: 3823.924805
	Iteration 16Q: 3 clusters Score -1.382422e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 127316 members 
Entering Unmasked Estep 
Score: -13824328.000000 Penalty: 3823.924805
	Iteration 17Q: 3 clusters Score -1.382433e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 127478 members 
Entering Unmasked Estep 
Score: -13824442.000000 Penalty: 3823.924805
	Iteration 18Q: 3 clusters Score -1.382444e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 127608 members 
Entering Unmasked Estep 
Score: -13824489.000000 Penalty: 3823.924805
	Iteration 19Q: 3 clusters Score -1.382449e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 127710 members 
Entering Unmasked Estep 
Score: -13824550.000000 Penalty: 3823.924805
	Iteration 20F: 3 clusters Score -1.382455e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 127799 members 
Entering Unmasked Estep 
Score: -13824624.000000 Penalty: 3823.924805
	Iteration 21Q: 3 clusters Score -1.382462e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 127883 members 
Entering Unmasked Estep 
Score: -13824658.000000 Penalty: 3823.924805
	Iteration 22Q: 3 clusters Score -1.382466e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 127935 members 
Entering Unmasked Estep 
Score: -13824674.000000 Penalty: 3823.924805
	Iteration 23Q: 3 clusters Score -1.382467e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 127974 members 
Entering Unmasked Estep 
Score: -13824692.000000 Penalty: 3823.924805
	Iteration 24Q: 3 clusters Score -1.382469e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 128013 members 
Entering Unmasked Estep 
Score: -13824717.000000 Penalty: 3823.924805
	Iteration 25Q: 3 clusters Score -1.382472e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 128049 members 
Entering Unmasked Estep 
Score: -13824730.000000 Penalty: 3823.924805
	Iteration 26Q: 3 clusters Score -1.382473e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 128072 members 
Entering Unmasked Estep 
Score: -13824754.000000 Penalty: 3823.924805
	Iteration 27Q: 3 clusters Score -1.382475e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 128091 members 
Entering Unmasked Estep 
Score: -13824750.000000 Penalty: 3823.924805
	Iteration 28Q: 3 clusters Score -1.382475e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 128111 members 
Entering Unmasked Estep 
Score: -13824774.000000 Penalty: 3823.924805
	Iteration 29Q: 3 clusters Score -1.382477e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 128124 members 
Entering Unmasked Estep 
Score: -13824782.000000 Penalty: 3823.924805
	Iteration 30Q: 3 clusters Score -1.382478e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 128132 members 
Entering Unmasked Estep 
Score: -13824789.000000 Penalty: 3823.924805
	Iteration 31Q: 3 clusters Score -1.382479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 128139 members 
Entering Unmasked Estep 
Score: -13824784.000000 Penalty: 3823.924805
	Iteration 32Q: 3 clusters Score -1.382478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 128146 members 
Entering Unmasked Estep 
Score: -13824804.000000 Penalty: 3823.924805
	Iteration 33Q: 3 clusters Score -1.38248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 128150 members 
Entering Unmasked Estep 
Score: -13824805.000000 Penalty: 3823.924805
	Iteration 34Q: 3 clusters Score -1.38248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 128155 members 
Entering Unmasked Estep 
Score: -13824804.000000 Penalty: 3823.924805
	Iteration 35Q: 3 clusters Score -1.38248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 128157 members 
Entering Unmasked Estep 
Score: -13824806.000000 Penalty: 3823.924805
	Iteration 36Q: 3 clusters Score -1.382481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 128158 members 
Entering Unmasked Estep 
Score: -13824805.000000 Penalty: 3823.924805
	Iteration 37Q: 3 clusters Score -1.38248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 128160 members 
Entering Unmasked Estep 
Score: -13824806.000000 Penalty: 3823.924805
	Iteration 38Q: 3 clusters Score -1.382481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 128161 members 
Entering Unmasked Estep 
Score: -13824802.000000 Penalty: 3823.924805
	Iteration 39Q: 3 clusters Score -1.38248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 128164 members 
Entering Unmasked Estep 
Score: -13824802.000000 Penalty: 3823.924805
	Iteration 40F: 3 clusters Score -1.38248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 128166 members 
Entering Unmasked Estep 
Score: -13824796.000000 Penalty: 3823.924805
	Iteration 41Q: 3 clusters Score -1.38248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 128168 members 
Entering Unmasked Estep 
Score: -13824796.000000 Penalty: 3823.924805
	Iteration 42Q: 3 clusters Score -1.38248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 128169 members 
Entering Unmasked Estep 
Score: -13824793.000000 Penalty: 3823.924805
	Iteration 43Q: 3 clusters Score -1.382479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 128169 members 
Entering Unmasked Estep 
Score: -13824793.000000 Penalty: 3823.924805
	Iteration 44F: 3 clusters Score -1.382479e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Entering Unmasked Estep 
Score: -243543.921875 Penalty: 1267.859009
	Iteration 0F: 2 clusters Score -243543.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -241156.703125 Penalty: 2535.718018
	Iteration 0F: 3 clusters Score -241156.7 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -241768.984375 Penalty: 2535.718018
	Iteration 1F: 3 clusters Score -241769 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -241973.875000 Penalty: 2535.718018
	Iteration 2F: 3 clusters Score -241973.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -242160.421875 Penalty: 2535.718018
	Iteration 3F: 3 clusters Score -242160.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -242300.843750 Penalty: 2535.718018
	Iteration 4F: 3 clusters Score -242300.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -242385.546875 Penalty: 2535.718018
	Iteration 5Q: 3 clusters Score -242385.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -242458.296875 Penalty: 2535.718018
	Iteration 6Q: 3 clusters Score -242458.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -242524.171875 Penalty: 2535.718018
	Iteration 7Q: 3 clusters Score -242524.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -242577.812500 Penalty: 2535.718018
	Iteration 8Q: 3 clusters Score -242577.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -242624.875000 Penalty: 2535.718018
	Iteration 9Q: 3 clusters Score -242624.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -242665.843750 Penalty: 2535.718018
	Iteration 10Q: 3 clusters Score -242665.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -242707.984375 Penalty: 2535.718018
	Iteration 11Q: 3 clusters Score -242708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -242750.515625 Penalty: 2535.718018
	Iteration 12Q: 3 clusters Score -242750.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -242796.906250 Penalty: 2535.718018
	Iteration 13Q: 3 clusters Score -242796.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -242833.609375 Penalty: 2535.718018
	Iteration 14Q: 3 clusters Score -242833.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -242856.671875 Penalty: 2535.718018
	Iteration 15Q: 3 clusters Score -242856.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -242866.015625 Penalty: 2535.718018
	Iteration 16Q: 3 clusters Score -242866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -242871.562500 Penalty: 2535.718018
	Iteration 17Q: 3 clusters Score -242871.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -242876.296875 Penalty: 2535.718018
	Iteration 18Q: 3 clusters Score -242876.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -242879.765625 Penalty: 2535.718018
	Iteration 19Q: 3 clusters Score -242879.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -242882.265625 Penalty: 2535.718018
	Iteration 20F: 3 clusters Score -242882.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -242886.828125 Penalty: 2535.718018
	Iteration 21Q: 3 clusters Score -242886.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -242891.546875 Penalty: 2535.718018
	Iteration 22Q: 3 clusters Score -242891.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -242896.781250 Penalty: 2535.718018
	Iteration 23Q: 3 clusters Score -242896.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -242903.859375 Penalty: 2535.718018
	Iteration 24Q: 3 clusters Score -242903.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -242904.703125 Penalty: 2535.718018
	Iteration 25Q: 3 clusters Score -242904.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -242904.656250 Penalty: 2535.718018
	Iteration 26Q: 3 clusters Score -242904.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -242904.656250 Penalty: 2535.718018
	Iteration 27F: 3 clusters Score -242904.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Entering Unmasked Estep 
Score: -3324338.000000 Penalty: 1681.677124
	Iteration 0F: 2 clusters Score -3324338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -3303341.750000 Penalty: 3363.354248
	Iteration 0F: 3 clusters Score -3303342 nChanged 14368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -3311189.000000 Penalty: 3363.354248
	Iteration 1F: 3 clusters Score -3311189 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -3311763.250000 Penalty: 3363.354248
	Iteration 2Q: 3 clusters Score -3311763 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -3312513.750000 Penalty: 3363.354248
	Iteration 3Q: 3 clusters Score -3312514 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -3313571.750000 Penalty: 3363.354248
	Iteration 4F: 3 clusters Score -3313572 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -3314905.250000 Penalty: 3363.354248
	Iteration 5F: 3 clusters Score -3314905 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -3316431.000000 Penalty: 3363.354248
	Iteration 6F: 3 clusters Score -3316431 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -3318016.500000 Penalty: 3363.354248
	Iteration 7F: 3 clusters Score -3318016 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -3319460.500000 Penalty: 3363.354248
	Iteration 8F: 3 clusters Score -3319460 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3320634.750000 Penalty: 3363.354248
	Iteration 9Q: 3 clusters Score -3320635 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -3321512.500000 Penalty: 3363.354248
	Iteration 10Q: 3 clusters Score -3321512 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -3322116.500000 Penalty: 3363.354248
	Iteration 11Q: 3 clusters Score -3322116 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -3322463.250000 Penalty: 3363.354248
	Iteration 12Q: 3 clusters Score -3322463 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -3322741.750000 Penalty: 3363.354248
	Iteration 13Q: 3 clusters Score -3322742 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -3322950.750000 Penalty: 3363.354248
	Iteration 14Q: 3 clusters Score -3322951 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -3323129.750000 Penalty: 3363.354248
	Iteration 15Q: 3 clusters Score -3323130 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -3323259.250000 Penalty: 3363.354248
	Iteration 16Q: 3 clusters Score -3323259 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -3323323.500000 Penalty: 3363.354248
	Iteration 17Q: 3 clusters Score -3323324 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -3323372.000000 Penalty: 3363.354248
	Iteration 18Q: 3 clusters Score -3323372 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -3323406.250000 Penalty: 3363.354248
	Iteration 19Q: 3 clusters Score -3323406 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -3323435.750000 Penalty: 3363.354248
	Iteration 20F: 3 clusters Score -3323436 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -3323443.750000 Penalty: 3363.354248
	Iteration 21Q: 3 clusters Score -3323444 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -3323462.750000 Penalty: 3363.354248
	Iteration 22Q: 3 clusters Score -3323463 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -3323482.250000 Penalty: 3363.354248
	Iteration 23Q: 3 clusters Score -3323482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -3323495.250000 Penalty: 3363.354248
	Iteration 24Q: 3 clusters Score -3323495 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -3323503.750000 Penalty: 3363.354248
	Iteration 25Q: 3 clusters Score -3323504 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -3323515.750000 Penalty: 3363.354248
	Iteration 26Q: 3 clusters Score -3323516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -3323521.750000 Penalty: 3363.354248
	Iteration 27Q: 3 clusters Score -3323522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -3323531.500000 Penalty: 3363.354248
	Iteration 28Q: 3 clusters Score -3323532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -3323542.750000 Penalty: 3363.354248
	Iteration 29Q: 3 clusters Score -3323543 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -3323553.000000 Penalty: 3363.354248
	Iteration 30Q: 3 clusters Score -3323553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -3323560.500000 Penalty: 3363.354248
	Iteration 31Q: 3 clusters Score -3323560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -3323556.000000 Penalty: 3363.354248
	Iteration 32Q: 3 clusters Score -3323556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -3323560.000000 Penalty: 3363.354248
	Iteration 33Q: 3 clusters Score -3323560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -3323566.000000 Penalty: 3363.354248
	Iteration 34Q: 3 clusters Score -3323566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -3323570.000000 Penalty: 3363.354248
	Iteration 35Q: 3 clusters Score -3323570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -3323570.750000 Penalty: 3363.354248
	Iteration 36Q: 3 clusters Score -3323571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -3323567.250000 Penalty: 3363.354248
	Iteration 37Q: 3 clusters Score -3323567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -3323569.750000 Penalty: 3363.354248
	Iteration 38Q: 3 clusters Score -3323570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -3323568.750000 Penalty: 3363.354248
	Iteration 39Q: 3 clusters Score -3323569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -3323572.250000 Penalty: 3363.354248
	Iteration 40F: 3 clusters Score -3323572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -3323575.250000 Penalty: 3363.354248
	Iteration 41Q: 3 clusters Score -3323575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -3323573.000000 Penalty: 3363.354248
	Iteration 42Q: 3 clusters Score -3323573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -3323577.750000 Penalty: 3363.354248
	Iteration 43Q: 3 clusters Score -3323578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -3323577.750000 Penalty: 3363.354248
	Iteration 44Q: 3 clusters Score -3323578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -3323577.750000 Penalty: 3363.354248
	Iteration 45F: 3 clusters Score -3323578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Entering Unmasked Estep 
Score: -1549099.750000 Penalty: 1559.704956
	Iteration 0F: 2 clusters Score -1549100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1538874.000000 Penalty: 3119.409912
	Iteration 0F: 3 clusters Score -1538874 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1542311.125000 Penalty: 3119.409912
	Iteration 1F: 3 clusters Score -1542311 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1542649.250000 Penalty: 3119.409912
	Iteration 2F: 3 clusters Score -1542649 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1542953.625000 Penalty: 3119.409912
	Iteration 3F: 3 clusters Score -1542954 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1543301.625000 Penalty: 3119.409912
	Iteration 4F: 3 clusters Score -1543302 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1543691.125000 Penalty: 3119.409912
	Iteration 5F: 3 clusters Score -1543691 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1544181.250000 Penalty: 3119.409912
	Iteration 6F: 3 clusters Score -1544181 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1544772.250000 Penalty: 3119.409912
	Iteration 7F: 3 clusters Score -1544772 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1545409.875000 Penalty: 3119.409912
	Iteration 8F: 3 clusters Score -1545410 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1546074.250000 Penalty: 3119.409912
	Iteration 9F: 3 clusters Score -1546074 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1546693.500000 Penalty: 3119.409912
	Iteration 10Q: 3 clusters Score -1546694 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1547122.500000 Penalty: 3119.409912
	Iteration 11Q: 3 clusters Score -1547122 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1547471.125000 Penalty: 3119.409912
	Iteration 12Q: 3 clusters Score -1547471 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1547692.625000 Penalty: 3119.409912
	Iteration 13Q: 3 clusters Score -1547693 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1547808.750000 Penalty: 3119.409912
	Iteration 14Q: 3 clusters Score -1547809 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1547872.750000 Penalty: 3119.409912
	Iteration 15Q: 3 clusters Score -1547873 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1547927.750000 Penalty: 3119.409912
	Iteration 16Q: 3 clusters Score -1547928 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1547972.375000 Penalty: 3119.409912
	Iteration 17Q: 3 clusters Score -1547972 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1548021.625000 Penalty: 3119.409912
	Iteration 18Q: 3 clusters Score -1548022 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1548050.375000 Penalty: 3119.409912
	Iteration 19Q: 3 clusters Score -1548050 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1548078.250000 Penalty: 3119.409912
	Iteration 20F: 3 clusters Score -1548078 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1548097.000000 Penalty: 3119.409912
	Iteration 21Q: 3 clusters Score -1548097 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1548105.500000 Penalty: 3119.409912
	Iteration 22Q: 3 clusters Score -1548106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1548117.625000 Penalty: 3119.409912
	Iteration 23Q: 3 clusters Score -1548118 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1548121.500000 Penalty: 3119.409912
	Iteration 24Q: 3 clusters Score -1548122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1548126.250000 Penalty: 3119.409912
	Iteration 25Q: 3 clusters Score -1548126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1548134.875000 Penalty: 3119.409912
	Iteration 26Q: 3 clusters Score -1548135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1548128.875000 Penalty: 3119.409912
	Iteration 27Q: 3 clusters Score -1548129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1548134.750000 Penalty: 3119.409912
	Iteration 28Q: 3 clusters Score -1548135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1548138.000000 Penalty: 3119.409912
	Iteration 29Q: 3 clusters Score -1548138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1548140.750000 Penalty: 3119.409912
	Iteration 30Q: 3 clusters Score -1548141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1548139.625000 Penalty: 3119.409912
	Iteration 31Q: 3 clusters Score -1548140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1548144.625000 Penalty: 3119.409912
	Iteration 32Q: 3 clusters Score -1548145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1548147.625000 Penalty: 3119.409912
	Iteration 33Q: 3 clusters Score -1548148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1548147.000000 Penalty: 3119.409912
	Iteration 34Q: 3 clusters Score -1548147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1548152.500000 Penalty: 3119.409912
	Iteration 35Q: 3 clusters Score -1548152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1548152.500000 Penalty: 3119.409912
	Iteration 36Q: 3 clusters Score -1548152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1548156.000000 Penalty: 3119.409912
	Iteration 37Q: 3 clusters Score -1548156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1548157.750000 Penalty: 3119.409912
	Iteration 38Q: 3 clusters Score -1548158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1548162.000000 Penalty: 3119.409912
	Iteration 39Q: 3 clusters Score -1548162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1548160.375000 Penalty: 3119.409912
	Iteration 40F: 3 clusters Score -1548160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1548164.500000 Penalty: 3119.409912
	Iteration 41Q: 3 clusters Score -1548164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1548159.875000 Penalty: 3119.409912
	Iteration 42Q: 3 clusters Score -1548160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1548162.125000 Penalty: 3119.409912
	Iteration 43Q: 3 clusters Score -1548162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1548162.250000 Penalty: 3119.409912
	Iteration 44Q: 3 clusters Score -1548162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1548164.000000 Penalty: 3119.409912
	Iteration 45Q: 3 clusters Score -1548164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1548165.125000 Penalty: 3119.409912
	Iteration 46Q: 3 clusters Score -1548165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1548164.875000 Penalty: 3119.409912
	Iteration 47Q: 3 clusters Score -1548165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1548164.625000 Penalty: 3119.409912
	Iteration 48Q: 3 clusters Score -1548165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1548166.250000 Penalty: 3119.409912
	Iteration 49Q: 3 clusters Score -1548166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1548165.000000 Penalty: 3119.409912
	Iteration 50Q: 3 clusters Score -1548165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1548164.250000 Penalty: 3119.409912
	Iteration 51Q: 3 clusters Score -1548164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1548160.250000 Penalty: 3119.409912
	Iteration 52Q: 3 clusters Score -1548160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1548160.250000 Penalty: 3119.409912
	Iteration 53F: 3 clusters Score -1548160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Entering Unmasked Estep 
Score: -415852.937500 Penalty: 1348.391235
	Iteration 0F: 2 clusters Score -415852.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -412478.875000 Penalty: 2696.782471
	Iteration 0F: 3 clusters Score -412478.9 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -413518.156250 Penalty: 2696.782471
	Iteration 1F: 3 clusters Score -413518.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -413733.625000 Penalty: 2696.782471
	Iteration 2F: 3 clusters Score -413733.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -413861.906250 Penalty: 2696.782471
	Iteration 3F: 3 clusters Score -413861.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -413968.875000 Penalty: 2696.782471
	Iteration 4Q: 3 clusters Score -413968.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -414065.968750 Penalty: 2696.782471
	Iteration 5Q: 3 clusters Score -414066 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -414168.156250 Penalty: 2696.782471
	Iteration 6Q: 3 clusters Score -414168.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -414246.250000 Penalty: 2696.782471
	Iteration 7Q: 3 clusters Score -414246.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -414309.843750 Penalty: 2696.782471
	Iteration 8Q: 3 clusters Score -414309.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -414371.718750 Penalty: 2696.782471
	Iteration 9Q: 3 clusters Score -414371.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -414434.000000 Penalty: 2696.782471
	Iteration 10Q: 3 clusters Score -414434 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -414504.062500 Penalty: 2696.782471
	Iteration 11Q: 3 clusters Score -414504.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -414562.937500 Penalty: 2696.782471
	Iteration 12Q: 3 clusters Score -414562.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -414612.218750 Penalty: 2696.782471
	Iteration 13Q: 3 clusters Score -414612.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -414642.156250 Penalty: 2696.782471
	Iteration 14Q: 3 clusters Score -414642.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -414664.000000 Penalty: 2696.782471
	Iteration 15Q: 3 clusters Score -414664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -414682.718750 Penalty: 2696.782471
	Iteration 16Q: 3 clusters Score -414682.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -414695.656250 Penalty: 2696.782471
	Iteration 17Q: 3 clusters Score -414695.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -414706.187500 Penalty: 2696.782471
	Iteration 18Q: 3 clusters Score -414706.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -414715.937500 Penalty: 2696.782471
	Iteration 19Q: 3 clusters Score -414715.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -414724.062500 Penalty: 2696.782471
	Iteration 20F: 3 clusters Score -414724.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -414737.375000 Penalty: 2696.782471
	Iteration 21Q: 3 clusters Score -414737.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -414752.156250 Penalty: 2696.782471
	Iteration 22Q: 3 clusters Score -414752.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -414764.437500 Penalty: 2696.782471
	Iteration 23Q: 3 clusters Score -414764.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -414773.812500 Penalty: 2696.782471
	Iteration 24Q: 3 clusters Score -414773.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -414781.718750 Penalty: 2696.782471
	Iteration 25Q: 3 clusters Score -414781.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -414791.281250 Penalty: 2696.782471
	Iteration 26Q: 3 clusters Score -414791.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -414797.718750 Penalty: 2696.782471
	Iteration 27Q: 3 clusters Score -414797.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -414802.187500 Penalty: 2696.782471
	Iteration 28Q: 3 clusters Score -414802.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -414804.406250 Penalty: 2696.782471
	Iteration 29Q: 3 clusters Score -414804.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -414806.375000 Penalty: 2696.782471
	Iteration 30Q: 3 clusters Score -414806.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -414810.093750 Penalty: 2696.782471
	Iteration 31Q: 3 clusters Score -414810.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -414814.531250 Penalty: 2696.782471
	Iteration 32Q: 3 clusters Score -414814.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -414819.531250 Penalty: 2696.782471
	Iteration 33Q: 3 clusters Score -414819.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -414821.937500 Penalty: 2696.782471
	Iteration 34Q: 3 clusters Score -414821.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -414823.218750 Penalty: 2696.782471
	Iteration 35Q: 3 clusters Score -414823.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -414823.531250 Penalty: 2696.782471
	Iteration 36Q: 3 clusters Score -414823.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -414823.531250 Penalty: 2696.782471
	Iteration 37F: 3 clusters Score -414823.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Entering Unmasked Estep 
Score: -476953.718750 Penalty: 1369.679810
	Iteration 0F: 2 clusters Score -476953.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -473225.843750 Penalty: 2739.359619
	Iteration 0F: 3 clusters Score -473225.8 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -474187.500000 Penalty: 2739.359619
	Iteration 1F: 3 clusters Score -474187.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -474350.906250 Penalty: 2739.359619
	Iteration 2F: 3 clusters Score -474350.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -474478.875000 Penalty: 2739.359619
	Iteration 3F: 3 clusters Score -474478.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -474572.906250 Penalty: 2739.359619
	Iteration 4Q: 3 clusters Score -474572.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -474637.156250 Penalty: 2739.359619
	Iteration 5Q: 3 clusters Score -474637.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -474676.000000 Penalty: 2739.359619
	Iteration 6Q: 3 clusters Score -474676 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -474720.187500 Penalty: 2739.359619
	Iteration 7Q: 3 clusters Score -474720.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -474767.375000 Penalty: 2739.359619
	Iteration 8Q: 3 clusters Score -474767.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -474811.843750 Penalty: 2739.359619
	Iteration 9Q: 3 clusters Score -474811.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -474862.531250 Penalty: 2739.359619
	Iteration 10Q: 3 clusters Score -474862.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -474904.906250 Penalty: 2739.359619
	Iteration 11Q: 3 clusters Score -474904.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -474955.500000 Penalty: 2739.359619
	Iteration 12Q: 3 clusters Score -474955.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -475003.250000 Penalty: 2739.359619
	Iteration 13Q: 3 clusters Score -475003.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -475052.218750 Penalty: 2739.359619
	Iteration 14Q: 3 clusters Score -475052.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -475108.406250 Penalty: 2739.359619
	Iteration 15Q: 3 clusters Score -475108.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -475168.625000 Penalty: 2739.359619
	Iteration 16Q: 3 clusters Score -475168.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -475250.625000 Penalty: 2739.359619
	Iteration 17Q: 3 clusters Score -475250.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -475345.156250 Penalty: 2739.359619
	Iteration 18Q: 3 clusters Score -475345.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -475420.750000 Penalty: 2739.359619
	Iteration 19Q: 3 clusters Score -475420.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -475475.656250 Penalty: 2739.359619
	Iteration 20F: 3 clusters Score -475475.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -475506.250000 Penalty: 2739.359619
	Iteration 21Q: 3 clusters Score -475506.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -475531.718750 Penalty: 2739.359619
	Iteration 22Q: 3 clusters Score -475531.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -475554.343750 Penalty: 2739.359619
	Iteration 23Q: 3 clusters Score -475554.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -475570.375000 Penalty: 2739.359619
	Iteration 24Q: 3 clusters Score -475570.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -475583.437500 Penalty: 2739.359619
	Iteration 25Q: 3 clusters Score -475583.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -475598.625000 Penalty: 2739.359619
	Iteration 26Q: 3 clusters Score -475598.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -475611.187500 Penalty: 2739.359619
	Iteration 27Q: 3 clusters Score -475611.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -475629.468750 Penalty: 2739.359619
	Iteration 28Q: 3 clusters Score -475629.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -475649.781250 Penalty: 2739.359619
	Iteration 29Q: 3 clusters Score -475649.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -475664.968750 Penalty: 2739.359619
	Iteration 30Q: 3 clusters Score -475665 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -475683.312500 Penalty: 2739.359619
	Iteration 31Q: 3 clusters Score -475683.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -475700.281250 Penalty: 2739.359619
	Iteration 32Q: 3 clusters Score -475700.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -475733.593750 Penalty: 2739.359619
	Iteration 33Q: 3 clusters Score -475733.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -475775.750000 Penalty: 2739.359619
	Iteration 34Q: 3 clusters Score -475775.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -475825.218750 Penalty: 2739.359619
	Iteration 35Q: 3 clusters Score -475825.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -475864.687500 Penalty: 2739.359619
	Iteration 36Q: 3 clusters Score -475864.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -475904.843750 Penalty: 2739.359619
	Iteration 37Q: 3 clusters Score -475904.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -475959.812500 Penalty: 2739.359619
	Iteration 38Q: 3 clusters Score -475959.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -476015.968750 Penalty: 2739.359619
	Iteration 39Q: 3 clusters Score -476016 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -476053.656250 Penalty: 2739.359619
	Iteration 40F: 3 clusters Score -476053.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -476071.750000 Penalty: 2739.359619
	Iteration 41Q: 3 clusters Score -476071.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -476080.406250 Penalty: 2739.359619
	Iteration 42Q: 3 clusters Score -476080.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -476084.156250 Penalty: 2739.359619
	Iteration 43Q: 3 clusters Score -476084.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -476086.750000 Penalty: 2739.359619
	Iteration 44Q: 3 clusters Score -476086.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -476088.968750 Penalty: 2739.359619
	Iteration 45Q: 3 clusters Score -476089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -476092.093750 Penalty: 2739.359619
	Iteration 46Q: 3 clusters Score -476092.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -476092.093750 Penalty: 2739.359619
	Iteration 47Q: 3 clusters Score -476092.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -476092.625000 Penalty: 2739.359619
	Iteration 48Q: 3 clusters Score -476092.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -476092.625000 Penalty: 2739.359619
	Iteration 49Q: 3 clusters Score -476092.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -476093.531250 Penalty: 2739.359619
	Iteration 50Q: 3 clusters Score -476093.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -476094.156250 Penalty: 2739.359619
	Iteration 51Q: 3 clusters Score -476094.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -476094.718750 Penalty: 2739.359619
	Iteration 52Q: 3 clusters Score -476094.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -476095.718750 Penalty: 2739.359619
	Iteration 53Q: 3 clusters Score -476095.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -476095.187500 Penalty: 2739.359619
	Iteration 54Q: 3 clusters Score -476095.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -476095.187500 Penalty: 2739.359619
	Iteration 55F: 3 clusters Score -476095.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Entering Unmasked Estep 
Score: -2594902.750000 Penalty: 1641.822998
	Iteration 0F: 2 clusters Score -2594903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2578308.750000 Penalty: 3283.645996
	Iteration 0F: 3 clusters Score -2578309 nChanged 11258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2584537.750000 Penalty: 3283.645996
	Iteration 1F: 3 clusters Score -2584538 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2584939.250000 Penalty: 3283.645996
	Iteration 2Q: 3 clusters Score -2584939 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2585359.250000 Penalty: 3283.645996
	Iteration 3Q: 3 clusters Score -2585359 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2585803.250000 Penalty: 3283.645996
	Iteration 4Q: 3 clusters Score -2585803 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2586318.750000 Penalty: 3283.645996
	Iteration 5Q: 3 clusters Score -2586319 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2586948.250000 Penalty: 3283.645996
	Iteration 6Q: 3 clusters Score -2586948 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2587743.000000 Penalty: 3283.645996
	Iteration 7F: 3 clusters Score -2587743 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2588580.750000 Penalty: 3283.645996
	Iteration 8F: 3 clusters Score -2588581 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2589324.250000 Penalty: 3283.645996
	Iteration 9F: 3 clusters Score -2589324 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2589776.750000 Penalty: 3283.645996
	Iteration 10Q: 3 clusters Score -2589777 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2589995.750000 Penalty: 3283.645996
	Iteration 11Q: 3 clusters Score -2589996 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2590128.500000 Penalty: 3283.645996
	Iteration 12Q: 3 clusters Score -2590128 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2590241.750000 Penalty: 3283.645996
	Iteration 13Q: 3 clusters Score -2590242 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2590310.250000 Penalty: 3283.645996
	Iteration 14Q: 3 clusters Score -2590310 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2590394.000000 Penalty: 3283.645996
	Iteration 15Q: 3 clusters Score -2590394 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2590433.250000 Penalty: 3283.645996
	Iteration 16Q: 3 clusters Score -2590433 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2590504.500000 Penalty: 3283.645996
	Iteration 17Q: 3 clusters Score -2590504 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2590561.000000 Penalty: 3283.645996
	Iteration 18Q: 3 clusters Score -2590561 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2590631.750000 Penalty: 3283.645996
	Iteration 19Q: 3 clusters Score -2590632 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2590703.750000 Penalty: 3283.645996
	Iteration 20F: 3 clusters Score -2590704 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2590787.750000 Penalty: 3283.645996
	Iteration 21Q: 3 clusters Score -2590788 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2590886.250000 Penalty: 3283.645996
	Iteration 22Q: 3 clusters Score -2590886 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2590989.500000 Penalty: 3283.645996
	Iteration 23Q: 3 clusters Score -2590990 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2591102.250000 Penalty: 3283.645996
	Iteration 24Q: 3 clusters Score -2591102 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2591240.750000 Penalty: 3283.645996
	Iteration 25Q: 3 clusters Score -2591241 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2591359.750000 Penalty: 3283.645996
	Iteration 26Q: 3 clusters Score -2591360 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2591486.500000 Penalty: 3283.645996
	Iteration 27Q: 3 clusters Score -2591486 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2591625.500000 Penalty: 3283.645996
	Iteration 28Q: 3 clusters Score -2591626 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2591796.500000 Penalty: 3283.645996
	Iteration 29Q: 3 clusters Score -2591796 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2591974.500000 Penalty: 3283.645996
	Iteration 30Q: 3 clusters Score -2591974 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2592171.500000 Penalty: 3283.645996
	Iteration 31Q: 3 clusters Score -2592172 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2592342.250000 Penalty: 3283.645996
	Iteration 32Q: 3 clusters Score -2592342 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2592519.250000 Penalty: 3283.645996
	Iteration 33Q: 3 clusters Score -2592519 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2592698.000000 Penalty: 3283.645996
	Iteration 34Q: 3 clusters Score -2592698 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2592856.500000 Penalty: 3283.645996
	Iteration 35Q: 3 clusters Score -2592856 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2593017.000000 Penalty: 3283.645996
	Iteration 36Q: 3 clusters Score -2593017 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2593127.500000 Penalty: 3283.645996
	Iteration 37Q: 3 clusters Score -2593128 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2593225.500000 Penalty: 3283.645996
	Iteration 38Q: 3 clusters Score -2593226 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2593301.000000 Penalty: 3283.645996
	Iteration 39Q: 3 clusters Score -2593301 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2593361.000000 Penalty: 3283.645996
	Iteration 40F: 3 clusters Score -2593361 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2593405.750000 Penalty: 3283.645996
	Iteration 41Q: 3 clusters Score -2593406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2593442.000000 Penalty: 3283.645996
	Iteration 42Q: 3 clusters Score -2593442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2593458.750000 Penalty: 3283.645996
	Iteration 43Q: 3 clusters Score -2593459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2593468.500000 Penalty: 3283.645996
	Iteration 44Q: 3 clusters Score -2593468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2593477.500000 Penalty: 3283.645996
	Iteration 45Q: 3 clusters Score -2593478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2593488.000000 Penalty: 3283.645996
	Iteration 46Q: 3 clusters Score -2593488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2593497.000000 Penalty: 3283.645996
	Iteration 47Q: 3 clusters Score -2593497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2593501.000000 Penalty: 3283.645996
	Iteration 48Q: 3 clusters Score -2593501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2593501.250000 Penalty: 3283.645996
	Iteration 49Q: 3 clusters Score -2593501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2593503.250000 Penalty: 3283.645996
	Iteration 50Q: 3 clusters Score -2593503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2593508.250000 Penalty: 3283.645996
	Iteration 51Q: 3 clusters Score -2593508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2593514.000000 Penalty: 3283.645996
	Iteration 52Q: 3 clusters Score -2593514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2593516.000000 Penalty: 3283.645996
	Iteration 53Q: 3 clusters Score -2593516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2593516.000000 Penalty: 3283.645996
	Iteration 54F: 3 clusters Score -2593516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Entering Unmasked Estep 
Score: -694618.437500 Penalty: 1432.183716
	Iteration 0F: 2 clusters Score -694618.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -689582.750000 Penalty: 2864.367432
	Iteration 0F: 3 clusters Score -689582.8 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -691101.875000 Penalty: 2864.367432
	Iteration 1F: 3 clusters Score -691101.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -691276.062500 Penalty: 2864.367432
	Iteration 2F: 3 clusters Score -691276.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -691436.375000 Penalty: 2864.367432
	Iteration 3Q: 3 clusters Score -691436.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -691603.562500 Penalty: 2864.367432
	Iteration 4Q: 3 clusters Score -691603.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -691754.125000 Penalty: 2864.367432
	Iteration 5Q: 3 clusters Score -691754.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -691926.562500 Penalty: 2864.367432
	Iteration 6Q: 3 clusters Score -691926.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -692082.500000 Penalty: 2864.367432
	Iteration 7Q: 3 clusters Score -692082.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -692243.000000 Penalty: 2864.367432
	Iteration 8Q: 3 clusters Score -692243 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -692429.562500 Penalty: 2864.367432
	Iteration 9Q: 3 clusters Score -692429.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -692681.812500 Penalty: 2864.367432
	Iteration 10Q: 3 clusters Score -692681.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -693024.187500 Penalty: 2864.367432
	Iteration 11Q: 3 clusters Score -693024.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -693394.812500 Penalty: 2864.367432
	Iteration 12Q: 3 clusters Score -693394.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -693734.625000 Penalty: 2864.367432
	Iteration 13Q: 3 clusters Score -693734.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -693939.312500 Penalty: 2864.367432
	Iteration 14Q: 3 clusters Score -693939.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -694058.437500 Penalty: 2864.367432
	Iteration 15Q: 3 clusters Score -694058.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -694143.500000 Penalty: 2864.367432
	Iteration 16Q: 3 clusters Score -694143.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -694185.687500 Penalty: 2864.367432
	Iteration 17Q: 3 clusters Score -694185.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -694206.437500 Penalty: 2864.367432
	Iteration 18Q: 3 clusters Score -694206.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -694212.687500 Penalty: 2864.367432
	Iteration 19Q: 3 clusters Score -694212.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -694210.750000 Penalty: 2864.367432
	Iteration 20F: 3 clusters Score -694210.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -694211.500000 Penalty: 2864.367432
	Iteration 21Q: 3 clusters Score -694211.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -694214.687500 Penalty: 2864.367432
	Iteration 22Q: 3 clusters Score -694214.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -694215.187500 Penalty: 2864.367432
	Iteration 23Q: 3 clusters Score -694215.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -694215.812500 Penalty: 2864.367432
	Iteration 24Q: 3 clusters Score -694215.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -694216.562500 Penalty: 2864.367432
	Iteration 25Q: 3 clusters Score -694216.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -694218.750000 Penalty: 2864.367432
	Iteration 26Q: 3 clusters Score -694218.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -694218.437500 Penalty: 2864.367432
	Iteration 27Q: 3 clusters Score -694218.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -694219.812500 Penalty: 2864.367432
	Iteration 28Q: 3 clusters Score -694219.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -694219.750000 Penalty: 2864.367432
	Iteration 29Q: 3 clusters Score -694219.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -694219.750000 Penalty: 2864.367432
	Iteration 30F: 3 clusters Score -694219.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (173116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173116 members 
Entering Unmasked Estep 
Score: -18578360.000000 Penalty: 1960.029053
	Iteration 0F: 2 clusters Score -1.857836e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86663 members 
Mstep: Class 2 contains 86453 members 
Entering Unmasked Estep 
Score: -18469572.000000 Penalty: 3920.058105
	Iteration 0F: 3 clusters Score -1.846957e+07 nChanged 83838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87979 members 
Mstep: Class 2 contains 85137 members 
Entering Unmasked Estep 
Score: -18518622.000000 Penalty: 3920.058105
	Iteration 1F: 3 clusters Score -1.851862e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89566 members 
Mstep: Class 2 contains 83550 members 
Entering Unmasked Estep 
Score: -18519838.000000 Penalty: 3920.058105
	Iteration 2Q: 3 clusters Score -1.851984e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92254 members 
Mstep: Class 2 contains 80862 members 
Entering Unmasked Estep 
Score: -18521144.000000 Penalty: 3920.058105
	Iteration 3Q: 3 clusters Score -1.852114e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96513 members 
Mstep: Class 2 contains 76603 members 
Entering Unmasked Estep 
Score: -18523268.000000 Penalty: 3920.058105
	Iteration 4Q: 3 clusters Score -1.852327e+07 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103257 members 
Mstep: Class 2 contains 69859 members 
Entering Unmasked Estep 
Score: -18527406.000000 Penalty: 3920.058105
	Iteration 5Q: 3 clusters Score -1.852741e+07 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112957 members 
Mstep: Class 2 contains 60159 members 
Entering Unmasked Estep 
Score: -18534252.000000 Penalty: 3920.058105
	Iteration 6F: 3 clusters Score -1.853425e+07 nChanged 13693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125386 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -18544554.000000 Penalty: 3920.058105
	Iteration 7F: 3 clusters Score -1.854455e+07 nChanged 14140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138502 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -18556224.000000 Penalty: 3920.058105
	Iteration 8F: 3 clusters Score -1.855622e+07 nChanged 11764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149648 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -18566284.000000 Penalty: 3920.058105
	Iteration 9F: 3 clusters Score -1.856628e+07 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157239 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -18572730.000000 Penalty: 3920.058105
	Iteration 10Q: 3 clusters Score -1.857273e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161613 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -18576222.000000 Penalty: 3920.058105
	Iteration 11Q: 3 clusters Score -1.857622e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163856 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -18577808.000000 Penalty: 3920.058105
	Iteration 12Q: 3 clusters Score -1.857781e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165045 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -18578478.000000 Penalty: 3920.058105
	Iteration 13Q: 3 clusters Score -1.857848e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165889 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -18578664.000000 Penalty: 3920.058105
	Iteration 14Q: 3 clusters Score -1.857866e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166564 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -18578736.000000 Penalty: 3920.058105
	Iteration 15Q: 3 clusters Score -1.857874e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167069 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -18578748.000000 Penalty: 3920.058105
	Iteration 16Q: 3 clusters Score -1.857875e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167450 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -18578706.000000 Penalty: 3920.058105
	Iteration 17Q: 3 clusters Score -1.857871e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167730 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -18578646.000000 Penalty: 3920.058105
	Iteration 18Q: 3 clusters Score -1.857865e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167979 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -18578564.000000 Penalty: 3920.058105
	Iteration 19Q: 3 clusters Score -1.857856e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168196 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -18578464.000000 Penalty: 3920.058105
	Iteration 20F: 3 clusters Score -1.857846e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168388 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -18578436.000000 Penalty: 3920.058105
	Iteration 21Q: 3 clusters Score -1.857844e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168564 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -18578418.000000 Penalty: 3920.058105
	Iteration 22Q: 3 clusters Score -1.857842e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168729 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -18578392.000000 Penalty: 3920.058105
	Iteration 23Q: 3 clusters Score -1.857839e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168871 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -18578394.000000 Penalty: 3920.058105
	Iteration 24Q: 3 clusters Score -1.857839e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169003 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -18578372.000000 Penalty: 3920.058105
	Iteration 25Q: 3 clusters Score -1.857837e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169112 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -18578338.000000 Penalty: 3920.058105
	Iteration 26Q: 3 clusters Score -1.857834e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169217 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -18578324.000000 Penalty: 3920.058105
	Iteration 27Q: 3 clusters Score -1.857832e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169300 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -18578288.000000 Penalty: 3920.058105
	Iteration 28Q: 3 clusters Score -1.857829e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169379 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -18578280.000000 Penalty: 3920.058105
	Iteration 29Q: 3 clusters Score -1.857828e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169444 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -18578282.000000 Penalty: 3920.058105
	Iteration 30Q: 3 clusters Score -1.857828e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169515 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -18578248.000000 Penalty: 3920.058105
	Iteration 31Q: 3 clusters Score -1.857825e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169593 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -18578226.000000 Penalty: 3920.058105
	Iteration 32Q: 3 clusters Score -1.857823e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169651 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -18578218.000000 Penalty: 3920.058105
	Iteration 33Q: 3 clusters Score -1.857822e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169710 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -18578210.000000 Penalty: 3920.058105
	Iteration 34Q: 3 clusters Score -1.857821e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169757 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -18578188.000000 Penalty: 3920.058105
	Iteration 35Q: 3 clusters Score -1.857819e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169803 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -18578156.000000 Penalty: 3920.058105
	Iteration 36Q: 3 clusters Score -1.857816e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169845 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -18578154.000000 Penalty: 3920.058105
	Iteration 37Q: 3 clusters Score -1.857815e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169874 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -18578152.000000 Penalty: 3920.058105
	Iteration 38Q: 3 clusters Score -1.857815e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169912 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -18578156.000000 Penalty: 3920.058105
	Iteration 39Q: 3 clusters Score -1.857816e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169947 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -18578148.000000 Penalty: 3920.058105
	Iteration 40F: 3 clusters Score -1.857815e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169979 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -18578142.000000 Penalty: 3920.058105
	Iteration 41Q: 3 clusters Score -1.857814e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170016 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -18578128.000000 Penalty: 3920.058105
	Iteration 42Q: 3 clusters Score -1.857813e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170052 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -18578146.000000 Penalty: 3920.058105
	Iteration 43Q: 3 clusters Score -1.857815e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170086 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -18578134.000000 Penalty: 3920.058105
	Iteration 44Q: 3 clusters Score -1.857813e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170113 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -18578138.000000 Penalty: 3920.058105
	Iteration 45Q: 3 clusters Score -1.857814e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170142 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -18578094.000000 Penalty: 3920.058105
	Iteration 46Q: 3 clusters Score -1.857809e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170167 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -18578108.000000 Penalty: 3920.058105
	Iteration 47Q: 3 clusters Score -1.857811e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170184 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -18578100.000000 Penalty: 3920.058105
	Iteration 48Q: 3 clusters Score -1.85781e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170197 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -18578100.000000 Penalty: 3920.058105
	Iteration 49Q: 3 clusters Score -1.85781e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170208 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -18578102.000000 Penalty: 3920.058105
	Iteration 50Q: 3 clusters Score -1.85781e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170223 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -18578084.000000 Penalty: 3920.058105
	Iteration 51Q: 3 clusters Score -1.857808e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170239 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -18578060.000000 Penalty: 3920.058105
	Iteration 52Q: 3 clusters Score -1.857806e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170261 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -18578060.000000 Penalty: 3920.058105
	Iteration 53Q: 3 clusters Score -1.857806e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170285 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -18578040.000000 Penalty: 3920.058105
	Iteration 54Q: 3 clusters Score -1.857804e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170302 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -18578030.000000 Penalty: 3920.058105
	Iteration 55Q: 3 clusters Score -1.857803e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170319 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -18577992.000000 Penalty: 3920.058105
	Iteration 56Q: 3 clusters Score -1.857799e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170339 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -18577990.000000 Penalty: 3920.058105
	Iteration 57Q: 3 clusters Score -1.857799e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170359 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -18578016.000000 Penalty: 3920.058105
	Iteration 58Q: 3 clusters Score -1.857802e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170380 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -18578022.000000 Penalty: 3920.058105
	Iteration 59Q: 3 clusters Score -1.857802e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170398 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -18578010.000000 Penalty: 3920.058105
	Iteration 60F: 3 clusters Score -1.857801e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170424 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -18577982.000000 Penalty: 3920.058105
	Iteration 61Q: 3 clusters Score -1.857798e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170443 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -18577992.000000 Penalty: 3920.058105
	Iteration 62Q: 3 clusters Score -1.857799e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170469 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -18577978.000000 Penalty: 3920.058105
	Iteration 63Q: 3 clusters Score -1.857798e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170493 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -18577986.000000 Penalty: 3920.058105
	Iteration 64Q: 3 clusters Score -1.857799e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170514 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -18577982.000000 Penalty: 3920.058105
	Iteration 65Q: 3 clusters Score -1.857798e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170534 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -18577972.000000 Penalty: 3920.058105
	Iteration 66Q: 3 clusters Score -1.857797e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170551 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -18577988.000000 Penalty: 3920.058105
	Iteration 67Q: 3 clusters Score -1.857799e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170566 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -18577974.000000 Penalty: 3920.058105
	Iteration 68Q: 3 clusters Score -1.857797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170574 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -18577976.000000 Penalty: 3920.058105
	Iteration 69Q: 3 clusters Score -1.857798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170587 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -18577970.000000 Penalty: 3920.058105
	Iteration 70Q: 3 clusters Score -1.857797e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170601 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -18577950.000000 Penalty: 3920.058105
	Iteration 71Q: 3 clusters Score -1.857795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170616 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -18577958.000000 Penalty: 3920.058105
	Iteration 72Q: 3 clusters Score -1.857796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170629 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -18577954.000000 Penalty: 3920.058105
	Iteration 73Q: 3 clusters Score -1.857795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170644 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -18577946.000000 Penalty: 3920.058105
	Iteration 74Q: 3 clusters Score -1.857795e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170658 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -18577908.000000 Penalty: 3920.058105
	Iteration 75Q: 3 clusters Score -1.857791e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170674 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -18577908.000000 Penalty: 3920.058105
	Iteration 76Q: 3 clusters Score -1.857791e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170693 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -18577904.000000 Penalty: 3920.058105
	Iteration 77Q: 3 clusters Score -1.85779e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170715 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -18577904.000000 Penalty: 3920.058105
	Iteration 78Q: 3 clusters Score -1.85779e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170731 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -18577870.000000 Penalty: 3920.058105
	Iteration 79Q: 3 clusters Score -1.857787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170744 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -18577866.000000 Penalty: 3920.058105
	Iteration 80F: 3 clusters Score -1.857787e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170754 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -18577868.000000 Penalty: 3920.058105
	Iteration 81Q: 3 clusters Score -1.857787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170762 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -18577860.000000 Penalty: 3920.058105
	Iteration 82Q: 3 clusters Score -1.857786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170770 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -18577874.000000 Penalty: 3920.058105
	Iteration 83Q: 3 clusters Score -1.857787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170776 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -18577856.000000 Penalty: 3920.058105
	Iteration 84Q: 3 clusters Score -1.857786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170779 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -18577850.000000 Penalty: 3920.058105
	Iteration 85Q: 3 clusters Score -1.857785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170781 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -18577848.000000 Penalty: 3920.058105
	Iteration 86Q: 3 clusters Score -1.857785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170785 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -18577838.000000 Penalty: 3920.058105
	Iteration 87Q: 3 clusters Score -1.857784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170791 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -18577844.000000 Penalty: 3920.058105
	Iteration 88Q: 3 clusters Score -1.857784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170798 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -18577838.000000 Penalty: 3920.058105
	Iteration 89Q: 3 clusters Score -1.857784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170803 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -18577832.000000 Penalty: 3920.058105
	Iteration 90Q: 3 clusters Score -1.857783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170806 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -18577838.000000 Penalty: 3920.058105
	Iteration 91Q: 3 clusters Score -1.857784e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170816 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -18577850.000000 Penalty: 3920.058105
	Iteration 92Q: 3 clusters Score -1.857785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170822 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -18577852.000000 Penalty: 3920.058105
	Iteration 93Q: 3 clusters Score -1.857785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170828 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -18577850.000000 Penalty: 3920.058105
	Iteration 94Q: 3 clusters Score -1.857785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170838 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -18577848.000000 Penalty: 3920.058105
	Iteration 95Q: 3 clusters Score -1.857785e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170845 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -18577852.000000 Penalty: 3920.058105
	Iteration 96Q: 3 clusters Score -1.857785e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170856 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -18577858.000000 Penalty: 3920.058105
	Iteration 97Q: 3 clusters Score -1.857786e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170867 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -18577842.000000 Penalty: 3920.058105
	Iteration 98Q: 3 clusters Score -1.857784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170872 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -18577842.000000 Penalty: 3920.058105
	Iteration 99Q: 3 clusters Score -1.857784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170875 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -18577848.000000 Penalty: 3920.058105
	Iteration 100F: 3 clusters Score -1.857785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170878 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -18577838.000000 Penalty: 3920.058105
	Iteration 101Q: 3 clusters Score -1.857784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170887 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -18577840.000000 Penalty: 3920.058105
	Iteration 102Q: 3 clusters Score -1.857784e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170895 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -18577840.000000 Penalty: 3920.058105
	Iteration 103Q: 3 clusters Score -1.857784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170902 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -18577834.000000 Penalty: 3920.058105
	Iteration 104Q: 3 clusters Score -1.857783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170902 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -18577834.000000 Penalty: 3920.058105
	Iteration 105Q: 3 clusters Score -1.857783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170903 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -18577842.000000 Penalty: 3920.058105
	Iteration 106Q: 3 clusters Score -1.857784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170907 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -18577838.000000 Penalty: 3920.058105
	Iteration 107Q: 3 clusters Score -1.857784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170916 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -18577822.000000 Penalty: 3920.058105
	Iteration 108Q: 3 clusters Score -1.857782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170924 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -18577828.000000 Penalty: 3920.058105
	Iteration 109Q: 3 clusters Score -1.857783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170929 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -18577836.000000 Penalty: 3920.058105
	Iteration 110Q: 3 clusters Score -1.857784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170937 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -18577844.000000 Penalty: 3920.058105
	Iteration 111Q: 3 clusters Score -1.857784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170941 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -18577844.000000 Penalty: 3920.058105
	Iteration 112Q: 3 clusters Score -1.857784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170945 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -18577832.000000 Penalty: 3920.058105
	Iteration 113Q: 3 clusters Score -1.857783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170945 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -18577832.000000 Penalty: 3920.058105
	Iteration 114Q: 3 clusters Score -1.857783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170946 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -18577834.000000 Penalty: 3920.058105
	Iteration 115Q: 3 clusters Score -1.857783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170946 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -18577834.000000 Penalty: 3920.058105
	Iteration 116F: 3 clusters Score -1.857783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Entering Unmasked Estep 
Score: -385126.906250 Penalty: 1354.273560
	Iteration 0F: 2 clusters Score -385126.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -381727.343750 Penalty: 2708.547119
	Iteration 0F: 3 clusters Score -381727.3 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -382779.000000 Penalty: 2708.547119
	Iteration 1F: 3 clusters Score -382779 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -383011.437500 Penalty: 2708.547119
	Iteration 2F: 3 clusters Score -383011.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -383183.593750 Penalty: 2708.547119
	Iteration 3F: 3 clusters Score -383183.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -383319.000000 Penalty: 2708.547119
	Iteration 4Q: 3 clusters Score -383319 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -383463.375000 Penalty: 2708.547119
	Iteration 5Q: 3 clusters Score -383463.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -383606.125000 Penalty: 2708.547119
	Iteration 6Q: 3 clusters Score -383606.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -383746.531250 Penalty: 2708.547119
	Iteration 7Q: 3 clusters Score -383746.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -383840.718750 Penalty: 2708.547119
	Iteration 8Q: 3 clusters Score -383840.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -383911.312500 Penalty: 2708.547119
	Iteration 9Q: 3 clusters Score -383911.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -383972.812500 Penalty: 2708.547119
	Iteration 10Q: 3 clusters Score -383972.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -384033.656250 Penalty: 2708.547119
	Iteration 11Q: 3 clusters Score -384033.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -384080.968750 Penalty: 2708.547119
	Iteration 12Q: 3 clusters Score -384081 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -384126.718750 Penalty: 2708.547119
	Iteration 13Q: 3 clusters Score -384126.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -384165.843750 Penalty: 2708.547119
	Iteration 14Q: 3 clusters Score -384165.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -384189.562500 Penalty: 2708.547119
	Iteration 15Q: 3 clusters Score -384189.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -384207.468750 Penalty: 2708.547119
	Iteration 16Q: 3 clusters Score -384207.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -384220.000000 Penalty: 2708.547119
	Iteration 17Q: 3 clusters Score -384220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -384231.062500 Penalty: 2708.547119
	Iteration 18Q: 3 clusters Score -384231.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -384242.812500 Penalty: 2708.547119
	Iteration 19Q: 3 clusters Score -384242.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -384260.843750 Penalty: 2708.547119
	Iteration 20F: 3 clusters Score -384260.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -384279.906250 Penalty: 2708.547119
	Iteration 21Q: 3 clusters Score -384279.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -384296.187500 Penalty: 2708.547119
	Iteration 22Q: 3 clusters Score -384296.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -384314.937500 Penalty: 2708.547119
	Iteration 23Q: 3 clusters Score -384314.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -384334.187500 Penalty: 2708.547119
	Iteration 24Q: 3 clusters Score -384334.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -384349.437500 Penalty: 2708.547119
	Iteration 25Q: 3 clusters Score -384349.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -384362.968750 Penalty: 2708.547119
	Iteration 26Q: 3 clusters Score -384363 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -384378.250000 Penalty: 2708.547119
	Iteration 27Q: 3 clusters Score -384378.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -384391.031250 Penalty: 2708.547119
	Iteration 28Q: 3 clusters Score -384391 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -384411.000000 Penalty: 2708.547119
	Iteration 29Q: 3 clusters Score -384411 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -384432.187500 Penalty: 2708.547119
	Iteration 30Q: 3 clusters Score -384432.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -384461.187500 Penalty: 2708.547119
	Iteration 31Q: 3 clusters Score -384461.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -384495.500000 Penalty: 2708.547119
	Iteration 32Q: 3 clusters Score -384495.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -384531.531250 Penalty: 2708.547119
	Iteration 33Q: 3 clusters Score -384531.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -384570.062500 Penalty: 2708.547119
	Iteration 34Q: 3 clusters Score -384570.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -384603.781250 Penalty: 2708.547119
	Iteration 35Q: 3 clusters Score -384603.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -384634.687500 Penalty: 2708.547119
	Iteration 36Q: 3 clusters Score -384634.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -384662.250000 Penalty: 2708.547119
	Iteration 37Q: 3 clusters Score -384662.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -384683.468750 Penalty: 2708.547119
	Iteration 38Q: 3 clusters Score -384683.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -384708.062500 Penalty: 2708.547119
	Iteration 39Q: 3 clusters Score -384708.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -384731.187500 Penalty: 2708.547119
	Iteration 40F: 3 clusters Score -384731.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -384759.250000 Penalty: 2708.547119
	Iteration 41Q: 3 clusters Score -384759.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -384783.937500 Penalty: 2708.547119
	Iteration 42Q: 3 clusters Score -384783.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -384803.500000 Penalty: 2708.547119
	Iteration 43Q: 3 clusters Score -384803.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -384821.875000 Penalty: 2708.547119
	Iteration 44Q: 3 clusters Score -384821.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -384840.187500 Penalty: 2708.547119
	Iteration 45Q: 3 clusters Score -384840.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -384856.656250 Penalty: 2708.547119
	Iteration 46Q: 3 clusters Score -384856.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -384871.437500 Penalty: 2708.547119
	Iteration 47Q: 3 clusters Score -384871.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -384895.625000 Penalty: 2708.547119
	Iteration 48Q: 3 clusters Score -384895.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -384917.187500 Penalty: 2708.547119
	Iteration 49Q: 3 clusters Score -384917.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -384935.531250 Penalty: 2708.547119
	Iteration 50Q: 3 clusters Score -384935.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -384950.343750 Penalty: 2708.547119
	Iteration 51Q: 3 clusters Score -384950.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -384959.125000 Penalty: 2708.547119
	Iteration 52Q: 3 clusters Score -384959.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -384965.218750 Penalty: 2708.547119
	Iteration 53Q: 3 clusters Score -384965.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -384973.437500 Penalty: 2708.547119
	Iteration 54Q: 3 clusters Score -384973.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -384980.875000 Penalty: 2708.547119
	Iteration 55Q: 3 clusters Score -384980.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -384987.281250 Penalty: 2708.547119
	Iteration 56Q: 3 clusters Score -384987.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -384992.218750 Penalty: 2708.547119
	Iteration 57Q: 3 clusters Score -384992.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -384998.500000 Penalty: 2708.547119
	Iteration 58Q: 3 clusters Score -384998.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -385002.125000 Penalty: 2708.547119
	Iteration 59Q: 3 clusters Score -385002.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -385003.562500 Penalty: 2708.547119
	Iteration 60F: 3 clusters Score -385003.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -385005.843750 Penalty: 2708.547119
	Iteration 61Q: 3 clusters Score -385005.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -385008.218750 Penalty: 2708.547119
	Iteration 62Q: 3 clusters Score -385008.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -385007.906250 Penalty: 2708.547119
	Iteration 63Q: 3 clusters Score -385007.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -385009.156250 Penalty: 2708.547119
	Iteration 64Q: 3 clusters Score -385009.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -385009.906250 Penalty: 2708.547119
	Iteration 65Q: 3 clusters Score -385009.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -385010.625000 Penalty: 2708.547119
	Iteration 66Q: 3 clusters Score -385010.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -385011.625000 Penalty: 2708.547119
	Iteration 67Q: 3 clusters Score -385011.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -385011.625000 Penalty: 2708.547119
	Iteration 68F: 3 clusters Score -385011.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (39615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Entering Unmasked Estep 
Score: -3888094.250000 Penalty: 1720.381470
	Iteration 0F: 2 clusters Score -3888094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -3861694.500000 Penalty: 3440.762939
	Iteration 0F: 3 clusters Score -3861694 nChanged 18287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -3872089.250000 Penalty: 3440.762939
	Iteration 1F: 3 clusters Score -3872089 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -3872841.750000 Penalty: 3440.762939
	Iteration 2F: 3 clusters Score -3872842 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -3873741.750000 Penalty: 3440.762939
	Iteration 3Q: 3 clusters Score -3873742 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -3874843.750000 Penalty: 3440.762939
	Iteration 4F: 3 clusters Score -3874844 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -3876116.250000 Penalty: 3440.762939
	Iteration 5F: 3 clusters Score -3876116 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -3877411.000000 Penalty: 3440.762939
	Iteration 6F: 3 clusters Score -3877411 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -3878656.250000 Penalty: 3440.762939
	Iteration 7F: 3 clusters Score -3878656 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -3879730.250000 Penalty: 3440.762939
	Iteration 8Q: 3 clusters Score -3879730 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -3880596.750000 Penalty: 3440.762939
	Iteration 9Q: 3 clusters Score -3880597 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -3881255.750000 Penalty: 3440.762939
	Iteration 10Q: 3 clusters Score -3881256 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -3881739.000000 Penalty: 3440.762939
	Iteration 11Q: 3 clusters Score -3881739 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -3882166.250000 Penalty: 3440.762939
	Iteration 12Q: 3 clusters Score -3882166 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -3882508.250000 Penalty: 3440.762939
	Iteration 13Q: 3 clusters Score -3882508 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -3882854.250000 Penalty: 3440.762939
	Iteration 14Q: 3 clusters Score -3882854 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -3883193.250000 Penalty: 3440.762939
	Iteration 15Q: 3 clusters Score -3883193 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -3883528.750000 Penalty: 3440.762939
	Iteration 16Q: 3 clusters Score -3883529 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -3883893.250000 Penalty: 3440.762939
	Iteration 17Q: 3 clusters Score -3883893 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -3884315.500000 Penalty: 3440.762939
	Iteration 18Q: 3 clusters Score -3884316 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -3884708.500000 Penalty: 3440.762939
	Iteration 19Q: 3 clusters Score -3884708 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -3885055.500000 Penalty: 3440.762939
	Iteration 20F: 3 clusters Score -3885056 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -3885350.750000 Penalty: 3440.762939
	Iteration 21Q: 3 clusters Score -3885351 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -3885625.250000 Penalty: 3440.762939
	Iteration 22Q: 3 clusters Score -3885625 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3885910.750000 Penalty: 3440.762939
	Iteration 23Q: 3 clusters Score -3885911 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3886170.000000 Penalty: 3440.762939
	Iteration 24Q: 3 clusters Score -3886170 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3886412.500000 Penalty: 3440.762939
	Iteration 25Q: 3 clusters Score -3886412 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3886636.250000 Penalty: 3440.762939
	Iteration 26Q: 3 clusters Score -3886636 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3886870.250000 Penalty: 3440.762939
	Iteration 27Q: 3 clusters Score -3886870 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3887052.000000 Penalty: 3440.762939
	Iteration 28Q: 3 clusters Score -3887052 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3887179.000000 Penalty: 3440.762939
	Iteration 29Q: 3 clusters Score -3887179 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3887264.250000 Penalty: 3440.762939
	Iteration 30Q: 3 clusters Score -3887264 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3887336.000000 Penalty: 3440.762939
	Iteration 31Q: 3 clusters Score -3887336 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3887389.750000 Penalty: 3440.762939
	Iteration 32Q: 3 clusters Score -3887390 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3887444.500000 Penalty: 3440.762939
	Iteration 33Q: 3 clusters Score -3887444 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3887469.500000 Penalty: 3440.762939
	Iteration 34Q: 3 clusters Score -3887470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3887497.000000 Penalty: 3440.762939
	Iteration 35Q: 3 clusters Score -3887497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3887508.500000 Penalty: 3440.762939
	Iteration 36Q: 3 clusters Score -3887508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3887518.750000 Penalty: 3440.762939
	Iteration 37Q: 3 clusters Score -3887519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3887519.750000 Penalty: 3440.762939
	Iteration 38Q: 3 clusters Score -3887520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3887519.500000 Penalty: 3440.762939
	Iteration 39Q: 3 clusters Score -3887520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3887529.000000 Penalty: 3440.762939
	Iteration 40F: 3 clusters Score -3887529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3887534.000000 Penalty: 3440.762939
	Iteration 41Q: 3 clusters Score -3887534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3887532.250000 Penalty: 3440.762939
	Iteration 42Q: 3 clusters Score -3887532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3887534.500000 Penalty: 3440.762939
	Iteration 43Q: 3 clusters Score -3887534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3887533.250000 Penalty: 3440.762939
	Iteration 44Q: 3 clusters Score -3887533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3887538.000000 Penalty: 3440.762939
	Iteration 45Q: 3 clusters Score -3887538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3887535.250000 Penalty: 3440.762939
	Iteration 46Q: 3 clusters Score -3887535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3887538.750000 Penalty: 3440.762939
	Iteration 47Q: 3 clusters Score -3887539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3887534.750000 Penalty: 3440.762939
	Iteration 48Q: 3 clusters Score -3887535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3887534.750000 Penalty: 3440.762939
	Iteration 49F: 3 clusters Score -3887535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -111858.570312 Penalty: 1149.268555
	Iteration 0F: 2 clusters Score -111858.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -110323.242188 Penalty: 2298.537109
	Iteration 0F: 3 clusters Score -110323.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -110713.093750 Penalty: 2298.537109
	Iteration 1F: 3 clusters Score -110713.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -110938.117188 Penalty: 2298.537109
	Iteration 2F: 3 clusters Score -110938.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -111094.742188 Penalty: 2298.537109
	Iteration 3F: 3 clusters Score -111094.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -111222.656250 Penalty: 2298.537109
	Iteration 4F: 3 clusters Score -111222.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -111331.796875 Penalty: 2298.537109
	Iteration 5Q: 3 clusters Score -111331.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -111423.726562 Penalty: 2298.537109
	Iteration 6Q: 3 clusters Score -111423.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -111511.226562 Penalty: 2298.537109
	Iteration 7Q: 3 clusters Score -111511.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -111592.500000 Penalty: 2298.537109
	Iteration 8Q: 3 clusters Score -111592.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -111703.296875 Penalty: 2298.537109
	Iteration 9Q: 3 clusters Score -111703.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -111828.531250 Penalty: 2298.537109
	Iteration 10Q: 3 clusters Score -111828.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -111967.226562 Penalty: 2298.537109
	Iteration 11Q: 3 clusters Score -111967.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -112082.140625 Penalty: 2298.537109
	Iteration 12Q: 3 clusters Score -112082.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -112157.382812 Penalty: 2298.537109
	Iteration 13Q: 3 clusters Score -112157.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -112246.890625 Penalty: 2298.537109
	Iteration 14Q: 3 clusters Score -112246.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -112287.812500 Penalty: 2298.537109
	Iteration 15Q: 3 clusters Score -112287.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -112306.234375 Penalty: 2298.537109
	Iteration 16Q: 3 clusters Score -112306.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -112321.031250 Penalty: 2298.537109
	Iteration 17Q: 3 clusters Score -112321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -112324.640625 Penalty: 2298.537109
	Iteration 18Q: 3 clusters Score -112324.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -112325.976562 Penalty: 2298.537109
	Iteration 19Q: 3 clusters Score -112326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -112326.523438 Penalty: 2298.537109
	Iteration 20F: 3 clusters Score -112326.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -112327.507812 Penalty: 2298.537109
	Iteration 21Q: 3 clusters Score -112327.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -112327.507812 Penalty: 2298.537109
	Iteration 22F: 3 clusters Score -112327.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 17049 members 
Mstep: Class 6 contains 4718 members 
Mstep: Class 7 contains 40729 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10597 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5211 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128788 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 31219 members 
Mstep: Class 21 contains 14738 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4577 members 
Mstep: Class 24 contains 24429 members 
Mstep: Class 25 contains 6724 members 
Mstep: Class 26 contains 173116 members 
Mstep: Class 27 contains 4163 members 
Mstep: Class 28 contains 39615 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 2196 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12668 members 
Mstep: Class 34 contains 1325 members 
Mstep: Class 35 contains 739 members 
Entering Unmasked Estep 
Score: -65951848.000000 Penalty: 76049.578125
Splitting cluster 29 changes total score from -65952416.000000 to -65951848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -226325.875000 Penalty: 1250.338867
	Iteration 0F: 2 clusters Score -226325.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -224108.656250 Penalty: 2500.677734
	Iteration 0F: 3 clusters Score -224108.7 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -224595.750000 Penalty: 2500.677734
	Iteration 1F: 3 clusters Score -224595.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -224697.375000 Penalty: 2500.677734
	Iteration 2F: 3 clusters Score -224697.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -224752.671875 Penalty: 2500.677734
	Iteration 3Q: 3 clusters Score -224752.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -224793.328125 Penalty: 2500.677734
	Iteration 4Q: 3 clusters Score -224793.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -224818.015625 Penalty: 2500.677734
	Iteration 5Q: 3 clusters Score -224818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -224841.390625 Penalty: 2500.677734
	Iteration 6Q: 3 clusters Score -224841.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -224868.250000 Penalty: 2500.677734
	Iteration 7Q: 3 clusters Score -224868.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -224896.390625 Penalty: 2500.677734
	Iteration 8Q: 3 clusters Score -224896.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -224922.765625 Penalty: 2500.677734
	Iteration 9Q: 3 clusters Score -224922.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -224959.687500 Penalty: 2500.677734
	Iteration 10Q: 3 clusters Score -224959.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -224998.609375 Penalty: 2500.677734
	Iteration 11Q: 3 clusters Score -224998.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -225029.796875 Penalty: 2500.677734
	Iteration 12Q: 3 clusters Score -225029.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -225060.718750 Penalty: 2500.677734
	Iteration 13Q: 3 clusters Score -225060.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -225104.078125 Penalty: 2500.677734
	Iteration 14Q: 3 clusters Score -225104.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -225158.000000 Penalty: 2500.677734
	Iteration 15Q: 3 clusters Score -225158 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -225200.000000 Penalty: 2500.677734
	Iteration 16Q: 3 clusters Score -225200 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -225236.453125 Penalty: 2500.677734
	Iteration 17Q: 3 clusters Score -225236.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -225265.843750 Penalty: 2500.677734
	Iteration 18Q: 3 clusters Score -225265.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -225293.750000 Penalty: 2500.677734
	Iteration 19Q: 3 clusters Score -225293.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -225321.484375 Penalty: 2500.677734
	Iteration 20F: 3 clusters Score -225321.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -225347.468750 Penalty: 2500.677734
	Iteration 21Q: 3 clusters Score -225347.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -225362.593750 Penalty: 2500.677734
	Iteration 22Q: 3 clusters Score -225362.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -225375.406250 Penalty: 2500.677734
	Iteration 23Q: 3 clusters Score -225375.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -225383.593750 Penalty: 2500.677734
	Iteration 24Q: 3 clusters Score -225383.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -225390.859375 Penalty: 2500.677734
	Iteration 25Q: 3 clusters Score -225390.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -225398.156250 Penalty: 2500.677734
	Iteration 26Q: 3 clusters Score -225398.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -225403.390625 Penalty: 2500.677734
	Iteration 27Q: 3 clusters Score -225403.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -225405.562500 Penalty: 2500.677734
	Iteration 28Q: 3 clusters Score -225405.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -225410.718750 Penalty: 2500.677734
	Iteration 29Q: 3 clusters Score -225410.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -225416.156250 Penalty: 2500.677734
	Iteration 30Q: 3 clusters Score -225416.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -225422.859375 Penalty: 2500.677734
	Iteration 31Q: 3 clusters Score -225422.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -225425.000000 Penalty: 2500.677734
	Iteration 32Q: 3 clusters Score -225425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -225426.406250 Penalty: 2500.677734
	Iteration 33Q: 3 clusters Score -225426.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -225428.140625 Penalty: 2500.677734
	Iteration 34Q: 3 clusters Score -225428.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -225430.937500 Penalty: 2500.677734
	Iteration 35Q: 3 clusters Score -225430.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -225438.453125 Penalty: 2500.677734
	Iteration 36Q: 3 clusters Score -225438.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -225445.312500 Penalty: 2500.677734
	Iteration 37Q: 3 clusters Score -225445.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -225450.375000 Penalty: 2500.677734
	Iteration 38Q: 3 clusters Score -225450.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -225453.562500 Penalty: 2500.677734
	Iteration 39Q: 3 clusters Score -225453.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -225455.062500 Penalty: 2500.677734
	Iteration 40F: 3 clusters Score -225455.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -225456.453125 Penalty: 2500.677734
	Iteration 41Q: 3 clusters Score -225456.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -225456.890625 Penalty: 2500.677734
	Iteration 42Q: 3 clusters Score -225456.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -225456.890625 Penalty: 2500.677734
	Iteration 43F: 3 clusters Score -225456.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Entering Unmasked Estep 
Score: -306379.875000 Penalty: 1298.083130
	Iteration 0F: 2 clusters Score -306379.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -303661.281250 Penalty: 2596.166260
	Iteration 0F: 3 clusters Score -303661.3 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -304295.687500 Penalty: 2596.166260
	Iteration 1F: 3 clusters Score -304295.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -304447.281250 Penalty: 2596.166260
	Iteration 2F: 3 clusters Score -304447.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -304566.531250 Penalty: 2596.166260
	Iteration 3F: 3 clusters Score -304566.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -304675.531250 Penalty: 2596.166260
	Iteration 4Q: 3 clusters Score -304675.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -304777.250000 Penalty: 2596.166260
	Iteration 5Q: 3 clusters Score -304777.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -304891.250000 Penalty: 2596.166260
	Iteration 6Q: 3 clusters Score -304891.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -304987.625000 Penalty: 2596.166260
	Iteration 7Q: 3 clusters Score -304987.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -305071.531250 Penalty: 2596.166260
	Iteration 8Q: 3 clusters Score -305071.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -305151.093750 Penalty: 2596.166260
	Iteration 9Q: 3 clusters Score -305151.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -305218.062500 Penalty: 2596.166260
	Iteration 10Q: 3 clusters Score -305218.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -305262.062500 Penalty: 2596.166260
	Iteration 11Q: 3 clusters Score -305262.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -305301.375000 Penalty: 2596.166260
	Iteration 12Q: 3 clusters Score -305301.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -305335.843750 Penalty: 2596.166260
	Iteration 13Q: 3 clusters Score -305335.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -305359.156250 Penalty: 2596.166260
	Iteration 14Q: 3 clusters Score -305359.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -305379.406250 Penalty: 2596.166260
	Iteration 15Q: 3 clusters Score -305379.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -305392.375000 Penalty: 2596.166260
	Iteration 16Q: 3 clusters Score -305392.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -305400.093750 Penalty: 2596.166260
	Iteration 17Q: 3 clusters Score -305400.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -305406.750000 Penalty: 2596.166260
	Iteration 18Q: 3 clusters Score -305406.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -305415.031250 Penalty: 2596.166260
	Iteration 19Q: 3 clusters Score -305415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -305421.593750 Penalty: 2596.166260
	Iteration 20F: 3 clusters Score -305421.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -305428.000000 Penalty: 2596.166260
	Iteration 21Q: 3 clusters Score -305428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -305432.625000 Penalty: 2596.166260
	Iteration 22Q: 3 clusters Score -305432.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -305435.968750 Penalty: 2596.166260
	Iteration 23Q: 3 clusters Score -305436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -305439.281250 Penalty: 2596.166260
	Iteration 24Q: 3 clusters Score -305439.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -305442.875000 Penalty: 2596.166260
	Iteration 25Q: 3 clusters Score -305442.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -305446.312500 Penalty: 2596.166260
	Iteration 26Q: 3 clusters Score -305446.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -305450.531250 Penalty: 2596.166260
	Iteration 27Q: 3 clusters Score -305450.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -305455.093750 Penalty: 2596.166260
	Iteration 28Q: 3 clusters Score -305455.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -305460.062500 Penalty: 2596.166260
	Iteration 29Q: 3 clusters Score -305460.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -305465.843750 Penalty: 2596.166260
	Iteration 30Q: 3 clusters Score -305465.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -305470.343750 Penalty: 2596.166260
	Iteration 31Q: 3 clusters Score -305470.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -305472.531250 Penalty: 2596.166260
	Iteration 32Q: 3 clusters Score -305472.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -305474.000000 Penalty: 2596.166260
	Iteration 33Q: 3 clusters Score -305474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -305475.687500 Penalty: 2596.166260
	Iteration 34Q: 3 clusters Score -305475.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -305476.218750 Penalty: 2596.166260
	Iteration 35Q: 3 clusters Score -305476.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -305476.125000 Penalty: 2596.166260
	Iteration 36Q: 3 clusters Score -305476.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -305476.406250 Penalty: 2596.166260
	Iteration 37Q: 3 clusters Score -305476.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -305476.406250 Penalty: 2596.166260
	Iteration 38F: 3 clusters Score -305476.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Entering Unmasked Estep 
Score: -410644.375000 Penalty: 1352.507446
	Iteration 0F: 2 clusters Score -410644.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -407239.000000 Penalty: 2705.014893
	Iteration 0F: 3 clusters Score -407239 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -408212.312500 Penalty: 2705.014893
	Iteration 1F: 3 clusters Score -408212.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -408406.750000 Penalty: 2705.014893
	Iteration 2F: 3 clusters Score -408406.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -408602.500000 Penalty: 2705.014893
	Iteration 3F: 3 clusters Score -408602.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -408851.031250 Penalty: 2705.014893
	Iteration 4F: 3 clusters Score -408851 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -409155.343750 Penalty: 2705.014893
	Iteration 5F: 3 clusters Score -409155.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -409475.656250 Penalty: 2705.014893
	Iteration 6F: 3 clusters Score -409475.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -409720.000000 Penalty: 2705.014893
	Iteration 7F: 3 clusters Score -409720 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -409867.375000 Penalty: 2705.014893
	Iteration 8Q: 3 clusters Score -409867.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -409955.812500 Penalty: 2705.014893
	Iteration 9Q: 3 clusters Score -409955.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -409995.562500 Penalty: 2705.014893
	Iteration 10Q: 3 clusters Score -409995.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -410019.875000 Penalty: 2705.014893
	Iteration 11Q: 3 clusters Score -410019.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -410032.656250 Penalty: 2705.014893
	Iteration 12Q: 3 clusters Score -410032.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -410038.093750 Penalty: 2705.014893
	Iteration 13Q: 3 clusters Score -410038.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -410043.843750 Penalty: 2705.014893
	Iteration 14Q: 3 clusters Score -410043.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -410043.281250 Penalty: 2705.014893
	Iteration 15Q: 3 clusters Score -410043.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -410044.031250 Penalty: 2705.014893
	Iteration 16Q: 3 clusters Score -410044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -410044.031250 Penalty: 2705.014893
	Iteration 17F: 3 clusters Score -410044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Entering Unmasked Estep 
Score: -1319267.750000 Penalty: 1535.110596
	Iteration 0F: 2 clusters Score -1319268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1310335.125000 Penalty: 3070.221191
	Iteration 0F: 3 clusters Score -1310335 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1313400.750000 Penalty: 3070.221191
	Iteration 1F: 3 clusters Score -1313401 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1313706.625000 Penalty: 3070.221191
	Iteration 2F: 3 clusters Score -1313707 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1313946.750000 Penalty: 3070.221191
	Iteration 3F: 3 clusters Score -1313947 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1314133.875000 Penalty: 3070.221191
	Iteration 4Q: 3 clusters Score -1314134 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1314333.500000 Penalty: 3070.221191
	Iteration 5Q: 3 clusters Score -1314334 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1314525.500000 Penalty: 3070.221191
	Iteration 6Q: 3 clusters Score -1314526 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1314722.000000 Penalty: 3070.221191
	Iteration 7Q: 3 clusters Score -1314722 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1314907.625000 Penalty: 3070.221191
	Iteration 8Q: 3 clusters Score -1314908 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1315139.500000 Penalty: 3070.221191
	Iteration 9Q: 3 clusters Score -1315140 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1315435.375000 Penalty: 3070.221191
	Iteration 10Q: 3 clusters Score -1315435 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1315792.125000 Penalty: 3070.221191
	Iteration 11Q: 3 clusters Score -1315792 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1316187.000000 Penalty: 3070.221191
	Iteration 12Q: 3 clusters Score -1316187 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1316587.500000 Penalty: 3070.221191
	Iteration 13Q: 3 clusters Score -1316588 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1316942.375000 Penalty: 3070.221191
	Iteration 14Q: 3 clusters Score -1316942 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1317221.625000 Penalty: 3070.221191
	Iteration 15Q: 3 clusters Score -1317222 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1317469.750000 Penalty: 3070.221191
	Iteration 16Q: 3 clusters Score -1317470 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1317636.000000 Penalty: 3070.221191
	Iteration 17Q: 3 clusters Score -1317636 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1317751.875000 Penalty: 3070.221191
	Iteration 18Q: 3 clusters Score -1317752 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1317834.375000 Penalty: 3070.221191
	Iteration 19Q: 3 clusters Score -1317834 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1317892.375000 Penalty: 3070.221191
	Iteration 20F: 3 clusters Score -1317892 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1317941.625000 Penalty: 3070.221191
	Iteration 21Q: 3 clusters Score -1317942 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1317982.375000 Penalty: 3070.221191
	Iteration 22Q: 3 clusters Score -1317982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1318018.750000 Penalty: 3070.221191
	Iteration 23Q: 3 clusters Score -1318019 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1318035.625000 Penalty: 3070.221191
	Iteration 24Q: 3 clusters Score -1318036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1318043.750000 Penalty: 3070.221191
	Iteration 25Q: 3 clusters Score -1318044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1318050.875000 Penalty: 3070.221191
	Iteration 26Q: 3 clusters Score -1318051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1318057.625000 Penalty: 3070.221191
	Iteration 27Q: 3 clusters Score -1318058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1318064.125000 Penalty: 3070.221191
	Iteration 28Q: 3 clusters Score -1318064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1318070.000000 Penalty: 3070.221191
	Iteration 29Q: 3 clusters Score -1318070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1318071.500000 Penalty: 3070.221191
	Iteration 30Q: 3 clusters Score -1318072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1318077.750000 Penalty: 3070.221191
	Iteration 31Q: 3 clusters Score -1318078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1318085.375000 Penalty: 3070.221191
	Iteration 32Q: 3 clusters Score -1318085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1318092.500000 Penalty: 3070.221191
	Iteration 33Q: 3 clusters Score -1318092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1318097.250000 Penalty: 3070.221191
	Iteration 34Q: 3 clusters Score -1318097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1318100.500000 Penalty: 3070.221191
	Iteration 35Q: 3 clusters Score -1318100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1318102.375000 Penalty: 3070.221191
	Iteration 36Q: 3 clusters Score -1318102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1318102.375000 Penalty: 3070.221191
	Iteration 37F: 3 clusters Score -1318102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Entering Unmasked Estep 
Score: -113625.937500 Penalty: 1168.239746
	Iteration 0F: 2 clusters Score -113625.9 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 660 members 
Entering Unmasked Estep 
Score: -112000.859375 Penalty: 2336.479492
	Iteration 0F: 3 clusters Score -112000.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -112459.828125 Penalty: 2336.479492
	Iteration 1F: 3 clusters Score -112459.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -112660.531250 Penalty: 2336.479492
	Iteration 2F: 3 clusters Score -112660.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -112792.539062 Penalty: 2336.479492
	Iteration 3F: 3 clusters Score -112792.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -112861.632812 Penalty: 2336.479492
	Iteration 4Q: 3 clusters Score -112861.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -112917.578125 Penalty: 2336.479492
	Iteration 5Q: 3 clusters Score -112917.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -112961.359375 Penalty: 2336.479492
	Iteration 6Q: 3 clusters Score -112961.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -112989.367188 Penalty: 2336.479492
	Iteration 7Q: 3 clusters Score -112989.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -113022.546875 Penalty: 2336.479492
	Iteration 8Q: 3 clusters Score -113022.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -113054.820312 Penalty: 2336.479492
	Iteration 9Q: 3 clusters Score -113054.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -113088.453125 Penalty: 2336.479492
	Iteration 10Q: 3 clusters Score -113088.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -113122.398438 Penalty: 2336.479492
	Iteration 11Q: 3 clusters Score -113122.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -113144.937500 Penalty: 2336.479492
	Iteration 12Q: 3 clusters Score -113144.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -113178.093750 Penalty: 2336.479492
	Iteration 13Q: 3 clusters Score -113178.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -113210.460938 Penalty: 2336.479492
	Iteration 14Q: 3 clusters Score -113210.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -113239.046875 Penalty: 2336.479492
	Iteration 15Q: 3 clusters Score -113239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -113278.031250 Penalty: 2336.479492
	Iteration 16Q: 3 clusters Score -113278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -113319.781250 Penalty: 2336.479492
	Iteration 17Q: 3 clusters Score -113319.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -113334.226562 Penalty: 2336.479492
	Iteration 18Q: 3 clusters Score -113334.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -113344.648438 Penalty: 2336.479492
	Iteration 19Q: 3 clusters Score -113344.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -113351.578125 Penalty: 2336.479492
	Iteration 20F: 3 clusters Score -113351.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -113360.437500 Penalty: 2336.479492
	Iteration 21Q: 3 clusters Score -113360.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -113369.257812 Penalty: 2336.479492
	Iteration 22Q: 3 clusters Score -113369.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -113377.867188 Penalty: 2336.479492
	Iteration 23Q: 3 clusters Score -113377.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -113384.976562 Penalty: 2336.479492
	Iteration 24Q: 3 clusters Score -113385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -113388.921875 Penalty: 2336.479492
	Iteration 25Q: 3 clusters Score -113388.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -113391.429688 Penalty: 2336.479492
	Iteration 26Q: 3 clusters Score -113391.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -113393.070312 Penalty: 2336.479492
	Iteration 27Q: 3 clusters Score -113393.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -113393.070312 Penalty: 2336.479492
	Iteration 28F: 3 clusters Score -113393.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 17049 members 
Mstep: Class 6 contains 4718 members 
Mstep: Class 7 contains 40729 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10597 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5211 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128788 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 31219 members 
Mstep: Class 21 contains 14738 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4577 members 
Mstep: Class 24 contains 24429 members 
Mstep: Class 25 contains 6724 members 
Mstep: Class 26 contains 173116 members 
Mstep: Class 27 contains 4163 members 
Mstep: Class 28 contains 39615 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2196 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12668 members 
Mstep: Class 34 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952412.000000 Penalty: 73876.734375
Iteration 199Q: 35 clusters Score -6.595241e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 17049 members 
Mstep: Class 6 contains 4718 members 
Mstep: Class 7 contains 40727 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10600 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5210 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128788 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14738 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4557 members 
Mstep: Class 24 contains 24429 members 
Mstep: Class 25 contains 6741 members 
Mstep: Class 26 contains 173117 members 
Mstep: Class 27 contains 4165 members 
Mstep: Class 28 contains 39616 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2196 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12667 members 
Mstep: Class 34 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952412.000000 Penalty: 73876.734375
Iteration 200F: 35 clusters Score -6.595241e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7282 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9845 members 
Mstep: Class 5 contains 17049 members 
Mstep: Class 6 contains 4718 members 
Mstep: Class 7 contains 40726 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5603 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10601 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5207 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128788 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14738 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4534 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6757 members 
Mstep: Class 26 contains 173117 members 
Mstep: Class 27 contains 4166 members 
Mstep: Class 28 contains 39616 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2196 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12666 members 
Mstep: Class 34 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952464.000000 Penalty: 73876.734375
Iteration 201Q: 35 clusters Score -6.595246e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7282 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9846 members 
Mstep: Class 5 contains 17049 members 
Mstep: Class 6 contains 4718 members 
Mstep: Class 7 contains 40726 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5603 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10602 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5206 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128788 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14738 members 
Mstep: Class 22 contains 4014 members 
Mstep: Class 23 contains 4511 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6777 members 
Mstep: Class 26 contains 173117 members 
Mstep: Class 27 contains 4166 members 
Mstep: Class 28 contains 39616 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2196 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12669 members 
Mstep: Class 34 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952504.000000 Penalty: 73876.734375
Iteration 202Q: 35 clusters Score -6.59525e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7282 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9843 members 
Mstep: Class 5 contains 17049 members 
Mstep: Class 6 contains 4718 members 
Mstep: Class 7 contains 40725 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5603 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10602 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128788 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14738 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4498 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6791 members 
Mstep: Class 26 contains 173117 members 
Mstep: Class 27 contains 4165 members 
Mstep: Class 28 contains 39616 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2196 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12674 members 
Mstep: Class 34 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952440.000000 Penalty: 73876.734375
Iteration 203Q: 35 clusters Score -6.595244e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7282 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9849 members 
Mstep: Class 5 contains 17050 members 
Mstep: Class 6 contains 4718 members 
Mstep: Class 7 contains 40725 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5604 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10603 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128788 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 31217 members 
Mstep: Class 21 contains 14737 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4486 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6798 members 
Mstep: Class 26 contains 173117 members 
Mstep: Class 27 contains 4165 members 
Mstep: Class 28 contains 39615 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2196 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12674 members 
Mstep: Class 34 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952436.000000 Penalty: 73876.734375
Iteration 204Q: 35 clusters Score -6.595244e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7282 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9855 members 
Mstep: Class 5 contains 17051 members 
Mstep: Class 6 contains 4718 members 
Mstep: Class 7 contains 40723 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5202 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128788 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14737 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4471 members 
Mstep: Class 24 contains 24427 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 173118 members 
Mstep: Class 27 contains 4168 members 
Mstep: Class 28 contains 39614 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12673 members 
Mstep: Class 34 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952436.000000 Penalty: 73876.734375
Iteration 205Q: 35 clusters Score -6.595244e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7282 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9856 members 
Mstep: Class 5 contains 17050 members 
Mstep: Class 6 contains 4718 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5202 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128787 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 31219 members 
Mstep: Class 21 contains 14737 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4463 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6811 members 
Mstep: Class 26 contains 173118 members 
Mstep: Class 27 contains 4168 members 
Mstep: Class 28 contains 39615 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12676 members 
Mstep: Class 34 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952488.000000 Penalty: 73876.734375
Iteration 206Q: 35 clusters Score -6.595249e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7282 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9859 members 
Mstep: Class 5 contains 17050 members 
Mstep: Class 6 contains 4719 members 
Mstep: Class 7 contains 40720 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5201 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128786 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 31220 members 
Mstep: Class 21 contains 14737 members 
Mstep: Class 22 contains 4016 members 
Mstep: Class 23 contains 4455 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6817 members 
Mstep: Class 26 contains 173118 members 
Mstep: Class 27 contains 4167 members 
Mstep: Class 28 contains 39615 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12676 members 
Mstep: Class 34 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952504.000000 Penalty: 73876.734375
Iteration 207Q: 35 clusters Score -6.59525e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7283 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9859 members 
Mstep: Class 5 contains 17051 members 
Mstep: Class 6 contains 4719 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5197 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2447 members 
Mstep: Class 20 contains 31220 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4016 members 
Mstep: Class 23 contains 4442 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6828 members 
Mstep: Class 26 contains 173119 members 
Mstep: Class 27 contains 4167 members 
Mstep: Class 28 contains 39616 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12679 members 
Mstep: Class 34 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952468.000000 Penalty: 73876.734375
Iteration 208Q: 35 clusters Score -6.595247e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7283 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9862 members 
Mstep: Class 5 contains 17051 members 
Mstep: Class 6 contains 4717 members 
Mstep: Class 7 contains 40722 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5195 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 31219 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4017 members 
Mstep: Class 23 contains 4425 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6843 members 
Mstep: Class 26 contains 173120 members 
Mstep: Class 27 contains 4164 members 
Mstep: Class 28 contains 39618 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12680 members 
Mstep: Class 34 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952464.000000 Penalty: 73876.734375
Iteration 209Q: 35 clusters Score -6.595246e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7283 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9866 members 
Mstep: Class 5 contains 17053 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5190 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4019 members 
Mstep: Class 23 contains 4409 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6857 members 
Mstep: Class 26 contains 173121 members 
Mstep: Class 27 contains 4164 members 
Mstep: Class 28 contains 39620 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12679 members 
Mstep: Class 34 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952456.000000 Penalty: 73876.734375
Iteration 210Q: 35 clusters Score -6.595246e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7283 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9867 members 
Mstep: Class 5 contains 17054 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 40720 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2560 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5188 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4018 members 
Mstep: Class 23 contains 4399 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6865 members 
Mstep: Class 26 contains 173121 members 
Mstep: Class 27 contains 4166 members 
Mstep: Class 28 contains 39619 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12681 members 
Mstep: Class 34 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952480.000000 Penalty: 73876.734375
Iteration 211Q: 35 clusters Score -6.595248e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7283 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9868 members 
Mstep: Class 5 contains 17055 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 40720 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2560 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5187 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4018 members 
Mstep: Class 23 contains 4388 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6874 members 
Mstep: Class 26 contains 173120 members 
Mstep: Class 27 contains 4167 members 
Mstep: Class 28 contains 39619 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12682 members 
Mstep: Class 34 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952464.000000 Penalty: 73876.734375
Iteration 212Q: 35 clusters Score -6.595246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7283 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9868 members 
Mstep: Class 5 contains 17055 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 40720 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2560 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5187 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4017 members 
Mstep: Class 23 contains 4377 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6886 members 
Mstep: Class 26 contains 173120 members 
Mstep: Class 27 contains 4168 members 
Mstep: Class 28 contains 39618 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12682 members 
Mstep: Class 34 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952432.000000 Penalty: 73876.734375
Iteration 213Q: 35 clusters Score -6.595243e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7283 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9867 members 
Mstep: Class 5 contains 17055 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 40720 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2560 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5186 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4017 members 
Mstep: Class 23 contains 4369 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6896 members 
Mstep: Class 26 contains 173120 members 
Mstep: Class 27 contains 4167 members 
Mstep: Class 28 contains 39618 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12682 members 
Mstep: Class 34 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952428.000000 Penalty: 73876.734375
Iteration 214Q: 35 clusters Score -6.595243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7283 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9867 members 
Mstep: Class 5 contains 17055 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 40720 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2560 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5185 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4017 members 
Mstep: Class 23 contains 4366 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6900 members 
Mstep: Class 26 contains 173120 members 
Mstep: Class 27 contains 4167 members 
Mstep: Class 28 contains 39618 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12682 members 
Mstep: Class 34 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952436.000000 Penalty: 73876.734375
Iteration 215Q: 35 clusters Score -6.595244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7283 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9868 members 
Mstep: Class 5 contains 17056 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 40720 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2560 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4017 members 
Mstep: Class 23 contains 4363 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6904 members 
Mstep: Class 26 contains 173120 members 
Mstep: Class 27 contains 4166 members 
Mstep: Class 28 contains 39618 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12681 members 
Mstep: Class 34 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952428.000000 Penalty: 73876.734375
Iteration 216Q: 35 clusters Score -6.595243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7283 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9869 members 
Mstep: Class 5 contains 17058 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 40720 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2560 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4016 members 
Mstep: Class 23 contains 4360 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6906 members 
Mstep: Class 26 contains 173119 members 
Mstep: Class 27 contains 4167 members 
Mstep: Class 28 contains 39618 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12681 members 
Mstep: Class 34 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952424.000000 Penalty: 73876.734375
Iteration 217Q: 35 clusters Score -6.595242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7283 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9868 members 
Mstep: Class 5 contains 17059 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 40720 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2561 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5182 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4016 members 
Mstep: Class 23 contains 4357 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6910 members 
Mstep: Class 26 contains 173119 members 
Mstep: Class 27 contains 4166 members 
Mstep: Class 28 contains 39618 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12681 members 
Mstep: Class 34 contains 1324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952432.000000 Penalty: 73876.734375
Iteration 218Q: 35 clusters Score -6.595243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7283 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9867 members 
Mstep: Class 5 contains 17058 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 40720 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2562 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5182 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4016 members 
Mstep: Class 23 contains 4354 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6914 members 
Mstep: Class 26 contains 173120 members 
Mstep: Class 27 contains 4166 members 
Mstep: Class 28 contains 39618 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12681 members 
Mstep: Class 34 contains 1323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952436.000000 Penalty: 73876.734375
Iteration 219Q: 35 clusters Score -6.595244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7282 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9867 members 
Mstep: Class 5 contains 17058 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 40720 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2563 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5182 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4016 members 
Mstep: Class 23 contains 4350 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6918 members 
Mstep: Class 26 contains 173120 members 
Mstep: Class 27 contains 4166 members 
Mstep: Class 28 contains 39618 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12681 members 
Mstep: Class 34 contains 1323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952416.000000 Penalty: 73876.734375
Iteration 220F: 35 clusters Score -6.595242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9867 members 
Mstep: Class 5 contains 17058 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2564 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5182 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4346 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6922 members 
Mstep: Class 26 contains 173120 members 
Mstep: Class 27 contains 4165 members 
Mstep: Class 28 contains 39618 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12682 members 
Mstep: Class 34 contains 1323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952424.000000 Penalty: 73876.734375
Iteration 221Q: 35 clusters Score -6.595242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9867 members 
Mstep: Class 5 contains 17058 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2564 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5182 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4343 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6923 members 
Mstep: Class 26 contains 173120 members 
Mstep: Class 27 contains 4166 members 
Mstep: Class 28 contains 39618 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12683 members 
Mstep: Class 34 contains 1323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952424.000000 Penalty: 73876.734375
Iteration 222Q: 35 clusters Score -6.595242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9869 members 
Mstep: Class 5 contains 17058 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2564 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5182 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4339 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6925 members 
Mstep: Class 26 contains 173120 members 
Mstep: Class 27 contains 4166 members 
Mstep: Class 28 contains 39618 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12683 members 
Mstep: Class 34 contains 1323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952432.000000 Penalty: 73876.734375
Iteration 223Q: 35 clusters Score -6.595243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9870 members 
Mstep: Class 5 contains 17058 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2564 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6929 members 
Mstep: Class 26 contains 173120 members 
Mstep: Class 27 contains 4165 members 
Mstep: Class 28 contains 39618 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12682 members 
Mstep: Class 34 contains 1323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952444.000000 Penalty: 73876.734375
Iteration 224Q: 35 clusters Score -6.595244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9872 members 
Mstep: Class 5 contains 17058 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2564 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4332 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6931 members 
Mstep: Class 26 contains 173120 members 
Mstep: Class 27 contains 4165 members 
Mstep: Class 28 contains 39618 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12680 members 
Mstep: Class 34 contains 1323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952436.000000 Penalty: 73876.734375
Iteration 225Q: 35 clusters Score -6.595244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9873 members 
Mstep: Class 5 contains 17058 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2564 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5185 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4329 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6933 members 
Mstep: Class 26 contains 173120 members 
Mstep: Class 27 contains 4166 members 
Mstep: Class 28 contains 39617 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12679 members 
Mstep: Class 34 contains 1323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952452.000000 Penalty: 73876.734375
Iteration 226Q: 35 clusters Score -6.595245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9873 members 
Mstep: Class 5 contains 17058 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2564 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5185 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6937 members 
Mstep: Class 26 contains 173120 members 
Mstep: Class 27 contains 4167 members 
Mstep: Class 28 contains 39617 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12679 members 
Mstep: Class 34 contains 1323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952448.000000 Penalty: 73876.734375
Iteration 227Q: 35 clusters Score -6.595245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9871 members 
Mstep: Class 5 contains 17058 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2564 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5185 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4322 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6941 members 
Mstep: Class 26 contains 173120 members 
Mstep: Class 27 contains 4167 members 
Mstep: Class 28 contains 39617 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12679 members 
Mstep: Class 34 contains 1323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952440.000000 Penalty: 73876.734375
Iteration 228Q: 35 clusters Score -6.595244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9872 members 
Mstep: Class 5 contains 17058 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2564 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5185 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4320 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6942 members 
Mstep: Class 26 contains 173120 members 
Mstep: Class 27 contains 4166 members 
Mstep: Class 28 contains 39617 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12680 members 
Mstep: Class 34 contains 1323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952436.000000 Penalty: 73876.734375
Iteration 229Q: 35 clusters Score -6.595244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9871 members 
Mstep: Class 5 contains 17058 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2564 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5185 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4320 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6943 members 
Mstep: Class 26 contains 173120 members 
Mstep: Class 27 contains 4166 members 
Mstep: Class 28 contains 39617 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12680 members 
Mstep: Class 34 contains 1323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952440.000000 Penalty: 73876.734375
Iteration 230Q: 35 clusters Score -6.595244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9870 members 
Mstep: Class 5 contains 17058 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2564 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5185 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4320 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6944 members 
Mstep: Class 26 contains 173120 members 
Mstep: Class 27 contains 4166 members 
Mstep: Class 28 contains 39617 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12680 members 
Mstep: Class 34 contains 1323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952432.000000 Penalty: 73876.734375
Iteration 231Q: 35 clusters Score -6.595243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9870 members 
Mstep: Class 5 contains 17058 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2564 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5185 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4320 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6944 members 
Mstep: Class 26 contains 173120 members 
Mstep: Class 27 contains 4166 members 
Mstep: Class 28 contains 39617 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12680 members 
Mstep: Class 34 contains 1323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65952432.000000 Penalty: 73876.734375
Iteration 232F: 35 clusters Score -6.595243e+07 nChanged 0
Entering ConstructFrom: 
Score: -65952432.000000 Penalty: 73876.734375
Entering ConstructFrom: 
Trying to split cluster 1 (1995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Entering Unmasked Estep 
Score: -195269.593750 Penalty: 1234.739868
	Iteration 0F: 2 clusters Score -195269.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -193206.156250 Penalty: 2469.479736
	Iteration 0F: 3 clusters Score -193206.2 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -193675.296875 Penalty: 2469.479736
	Iteration 1F: 3 clusters Score -193675.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -193959.828125 Penalty: 2469.479736
	Iteration 2F: 3 clusters Score -193959.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -194210.968750 Penalty: 2469.479736
	Iteration 3F: 3 clusters Score -194211 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -194397.484375 Penalty: 2469.479736
	Iteration 4F: 3 clusters Score -194397.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -194528.484375 Penalty: 2469.479736
	Iteration 5F: 3 clusters Score -194528.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -194593.656250 Penalty: 2469.479736
	Iteration 6Q: 3 clusters Score -194593.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -194635.375000 Penalty: 2469.479736
	Iteration 7Q: 3 clusters Score -194635.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -194660.312500 Penalty: 2469.479736
	Iteration 8Q: 3 clusters Score -194660.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -194676.906250 Penalty: 2469.479736
	Iteration 9Q: 3 clusters Score -194676.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -194685.843750 Penalty: 2469.479736
	Iteration 10Q: 3 clusters Score -194685.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -194693.421875 Penalty: 2469.479736
	Iteration 11Q: 3 clusters Score -194693.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -194702.437500 Penalty: 2469.479736
	Iteration 12Q: 3 clusters Score -194702.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -194711.312500 Penalty: 2469.479736
	Iteration 13Q: 3 clusters Score -194711.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -194716.468750 Penalty: 2469.479736
	Iteration 14Q: 3 clusters Score -194716.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -194719.453125 Penalty: 2469.479736
	Iteration 15Q: 3 clusters Score -194719.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -194720.828125 Penalty: 2469.479736
	Iteration 16Q: 3 clusters Score -194720.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -194721.671875 Penalty: 2469.479736
	Iteration 17Q: 3 clusters Score -194721.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -194722.343750 Penalty: 2469.479736
	Iteration 18Q: 3 clusters Score -194722.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -194722.828125 Penalty: 2469.479736
	Iteration 19Q: 3 clusters Score -194722.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -194722.968750 Penalty: 2469.479736
	Iteration 20F: 3 clusters Score -194723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Entering Unmasked Estep 
Score: -689634.312500 Penalty: 1445.116333
	Iteration 0F: 2 clusters Score -689634.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -684193.187500 Penalty: 2890.232666
	Iteration 0F: 3 clusters Score -684193.2 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -685896.750000 Penalty: 2890.232666
	Iteration 1F: 3 clusters Score -685896.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -686212.937500 Penalty: 2890.232666
	Iteration 2F: 3 clusters Score -686212.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -686530.625000 Penalty: 2890.232666
	Iteration 3F: 3 clusters Score -686530.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -686816.625000 Penalty: 2890.232666
	Iteration 4F: 3 clusters Score -686816.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -687102.312500 Penalty: 2890.232666
	Iteration 5F: 3 clusters Score -687102.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -687370.937500 Penalty: 2890.232666
	Iteration 6F: 3 clusters Score -687370.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -687625.000000 Penalty: 2890.232666
	Iteration 7Q: 3 clusters Score -687625 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -687875.937500 Penalty: 2890.232666
	Iteration 8Q: 3 clusters Score -687875.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -688078.687500 Penalty: 2890.232666
	Iteration 9Q: 3 clusters Score -688078.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -688196.750000 Penalty: 2890.232666
	Iteration 10Q: 3 clusters Score -688196.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -688298.250000 Penalty: 2890.232666
	Iteration 11Q: 3 clusters Score -688298.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -688369.375000 Penalty: 2890.232666
	Iteration 12Q: 3 clusters Score -688369.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -688433.937500 Penalty: 2890.232666
	Iteration 13Q: 3 clusters Score -688433.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -688491.562500 Penalty: 2890.232666
	Iteration 14Q: 3 clusters Score -688491.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -688529.312500 Penalty: 2890.232666
	Iteration 15Q: 3 clusters Score -688529.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -688554.500000 Penalty: 2890.232666
	Iteration 16Q: 3 clusters Score -688554.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -688584.375000 Penalty: 2890.232666
	Iteration 17Q: 3 clusters Score -688584.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -688613.250000 Penalty: 2890.232666
	Iteration 18Q: 3 clusters Score -688613.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -688632.750000 Penalty: 2890.232666
	Iteration 19Q: 3 clusters Score -688632.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -688646.875000 Penalty: 2890.232666
	Iteration 20F: 3 clusters Score -688646.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -688659.562500 Penalty: 2890.232666
	Iteration 21Q: 3 clusters Score -688659.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -688670.750000 Penalty: 2890.232666
	Iteration 22Q: 3 clusters Score -688670.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -688681.937500 Penalty: 2890.232666
	Iteration 23Q: 3 clusters Score -688681.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -688692.062500 Penalty: 2890.232666
	Iteration 24Q: 3 clusters Score -688692.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -688696.125000 Penalty: 2890.232666
	Iteration 25Q: 3 clusters Score -688696.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -688703.062500 Penalty: 2890.232666
	Iteration 26Q: 3 clusters Score -688703.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -688708.312500 Penalty: 2890.232666
	Iteration 27Q: 3 clusters Score -688708.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -688712.187500 Penalty: 2890.232666
	Iteration 28Q: 3 clusters Score -688712.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -688714.250000 Penalty: 2890.232666
	Iteration 29Q: 3 clusters Score -688714.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -688715.125000 Penalty: 2890.232666
	Iteration 30Q: 3 clusters Score -688715.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -688714.000000 Penalty: 2890.232666
	Iteration 31Q: 3 clusters Score -688714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -688715.687500 Penalty: 2890.232666
	Iteration 32Q: 3 clusters Score -688715.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -688717.437500 Penalty: 2890.232666
	Iteration 33Q: 3 clusters Score -688717.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -688718.875000 Penalty: 2890.232666
	Iteration 34Q: 3 clusters Score -688718.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -688720.312500 Penalty: 2890.232666
	Iteration 35Q: 3 clusters Score -688720.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -688722.500000 Penalty: 2890.232666
	Iteration 36Q: 3 clusters Score -688722.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -688725.250000 Penalty: 2890.232666
	Iteration 37Q: 3 clusters Score -688725.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -688726.625000 Penalty: 2890.232666
	Iteration 38Q: 3 clusters Score -688726.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -688729.125000 Penalty: 2890.232666
	Iteration 39Q: 3 clusters Score -688729.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -688731.000000 Penalty: 2890.232666
	Iteration 40F: 3 clusters Score -688731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -688731.875000 Penalty: 2890.232666
	Iteration 41Q: 3 clusters Score -688731.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -688735.125000 Penalty: 2890.232666
	Iteration 42Q: 3 clusters Score -688735.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -688737.562500 Penalty: 2890.232666
	Iteration 43Q: 3 clusters Score -688737.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -688741.125000 Penalty: 2890.232666
	Iteration 44Q: 3 clusters Score -688741.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -688743.312500 Penalty: 2890.232666
	Iteration 45Q: 3 clusters Score -688743.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -688744.875000 Penalty: 2890.232666
	Iteration 46Q: 3 clusters Score -688744.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -688745.875000 Penalty: 2890.232666
	Iteration 47Q: 3 clusters Score -688745.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -688747.250000 Penalty: 2890.232666
	Iteration 48Q: 3 clusters Score -688747.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -688747.937500 Penalty: 2890.232666
	Iteration 49Q: 3 clusters Score -688747.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -688749.312500 Penalty: 2890.232666
	Iteration 50Q: 3 clusters Score -688749.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -688749.625000 Penalty: 2890.232666
	Iteration 51Q: 3 clusters Score -688749.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -688751.062500 Penalty: 2890.232666
	Iteration 52Q: 3 clusters Score -688751.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -688752.812500 Penalty: 2890.232666
	Iteration 53Q: 3 clusters Score -688752.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -688754.437500 Penalty: 2890.232666
	Iteration 54Q: 3 clusters Score -688754.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -688756.375000 Penalty: 2890.232666
	Iteration 55Q: 3 clusters Score -688756.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -688757.687500 Penalty: 2890.232666
	Iteration 56Q: 3 clusters Score -688757.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -688759.250000 Penalty: 2890.232666
	Iteration 57Q: 3 clusters Score -688759.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -688760.375000 Penalty: 2890.232666
	Iteration 58Q: 3 clusters Score -688760.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -688762.937500 Penalty: 2890.232666
	Iteration 59Q: 3 clusters Score -688762.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -688763.875000 Penalty: 2890.232666
	Iteration 60F: 3 clusters Score -688763.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -688766.312500 Penalty: 2890.232666
	Iteration 61Q: 3 clusters Score -688766.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -688768.625000 Penalty: 2890.232666
	Iteration 62Q: 3 clusters Score -688768.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -688770.625000 Penalty: 2890.232666
	Iteration 63Q: 3 clusters Score -688770.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -688773.437500 Penalty: 2890.232666
	Iteration 64Q: 3 clusters Score -688773.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -688775.250000 Penalty: 2890.232666
	Iteration 65Q: 3 clusters Score -688775.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -688775.187500 Penalty: 2890.232666
	Iteration 66Q: 3 clusters Score -688775.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -688776.375000 Penalty: 2890.232666
	Iteration 67Q: 3 clusters Score -688776.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -688776.375000 Penalty: 2890.232666
	Iteration 68F: 3 clusters Score -688776.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Entering Unmasked Estep 
Score: -623999.562500 Penalty: 1411.846313
	Iteration 0F: 2 clusters Score -623999.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -619474.937500 Penalty: 2823.692627
	Iteration 0F: 3 clusters Score -619474.9 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -620803.437500 Penalty: 2823.692627
	Iteration 1F: 3 clusters Score -620803.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -620992.625000 Penalty: 2823.692627
	Iteration 2F: 3 clusters Score -620992.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -621132.625000 Penalty: 2823.692627
	Iteration 3F: 3 clusters Score -621132.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -621241.625000 Penalty: 2823.692627
	Iteration 4Q: 3 clusters Score -621241.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -621365.625000 Penalty: 2823.692627
	Iteration 5Q: 3 clusters Score -621365.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -621527.500000 Penalty: 2823.692627
	Iteration 6Q: 3 clusters Score -621527.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -621720.875000 Penalty: 2823.692627
	Iteration 7Q: 3 clusters Score -621720.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -621928.312500 Penalty: 2823.692627
	Iteration 8Q: 3 clusters Score -621928.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -622183.937500 Penalty: 2823.692627
	Iteration 9Q: 3 clusters Score -622183.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -622433.562500 Penalty: 2823.692627
	Iteration 10F: 3 clusters Score -622433.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -622611.312500 Penalty: 2823.692627
	Iteration 11Q: 3 clusters Score -622611.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -622726.875000 Penalty: 2823.692627
	Iteration 12Q: 3 clusters Score -622726.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -622799.750000 Penalty: 2823.692627
	Iteration 13Q: 3 clusters Score -622799.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -622845.062500 Penalty: 2823.692627
	Iteration 14Q: 3 clusters Score -622845.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -622873.750000 Penalty: 2823.692627
	Iteration 15Q: 3 clusters Score -622873.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -622892.375000 Penalty: 2823.692627
	Iteration 16Q: 3 clusters Score -622892.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -622908.500000 Penalty: 2823.692627
	Iteration 17Q: 3 clusters Score -622908.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -622919.875000 Penalty: 2823.692627
	Iteration 18Q: 3 clusters Score -622919.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -622929.625000 Penalty: 2823.692627
	Iteration 19Q: 3 clusters Score -622929.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -622933.500000 Penalty: 2823.692627
	Iteration 20F: 3 clusters Score -622933.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -622941.937500 Penalty: 2823.692627
	Iteration 21Q: 3 clusters Score -622941.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -622948.875000 Penalty: 2823.692627
	Iteration 22Q: 3 clusters Score -622948.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -622954.437500 Penalty: 2823.692627
	Iteration 23Q: 3 clusters Score -622954.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -622957.750000 Penalty: 2823.692627
	Iteration 24Q: 3 clusters Score -622957.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -622960.687500 Penalty: 2823.692627
	Iteration 25Q: 3 clusters Score -622960.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -622962.750000 Penalty: 2823.692627
	Iteration 26Q: 3 clusters Score -622962.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -622966.562500 Penalty: 2823.692627
	Iteration 27Q: 3 clusters Score -622966.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -622967.125000 Penalty: 2823.692627
	Iteration 28Q: 3 clusters Score -622967.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -622970.937500 Penalty: 2823.692627
	Iteration 29Q: 3 clusters Score -622970.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -622971.687500 Penalty: 2823.692627
	Iteration 30Q: 3 clusters Score -622971.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -622975.375000 Penalty: 2823.692627
	Iteration 31Q: 3 clusters Score -622975.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -622978.375000 Penalty: 2823.692627
	Iteration 32Q: 3 clusters Score -622978.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -622979.312500 Penalty: 2823.692627
	Iteration 33Q: 3 clusters Score -622979.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -622980.000000 Penalty: 2823.692627
	Iteration 34Q: 3 clusters Score -622980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -622980.375000 Penalty: 2823.692627
	Iteration 35Q: 3 clusters Score -622980.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -622979.750000 Penalty: 2823.692627
	Iteration 36Q: 3 clusters Score -622979.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -622979.750000 Penalty: 2823.692627
	Iteration 37F: 3 clusters Score -622979.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Entering Unmasked Estep 
Score: -1023753.125000 Penalty: 1494.553955
	Iteration 0F: 2 clusters Score -1023753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1016776.875000 Penalty: 2989.107910
	Iteration 0F: 3 clusters Score -1016777 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1018984.937500 Penalty: 2989.107910
	Iteration 1F: 3 clusters Score -1018985 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1019336.562500 Penalty: 2989.107910
	Iteration 2F: 3 clusters Score -1019337 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1019712.437500 Penalty: 2989.107910
	Iteration 3F: 3 clusters Score -1019712 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1020138.937500 Penalty: 2989.107910
	Iteration 4F: 3 clusters Score -1020139 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1020644.187500 Penalty: 2989.107910
	Iteration 5F: 3 clusters Score -1020644 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1021103.625000 Penalty: 2989.107910
	Iteration 6F: 3 clusters Score -1021104 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1021459.312500 Penalty: 2989.107910
	Iteration 7F: 3 clusters Score -1021459 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1021701.562500 Penalty: 2989.107910
	Iteration 8Q: 3 clusters Score -1021702 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1021874.187500 Penalty: 2989.107910
	Iteration 9Q: 3 clusters Score -1021874 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1022027.125000 Penalty: 2989.107910
	Iteration 10Q: 3 clusters Score -1022027 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1022200.125000 Penalty: 2989.107910
	Iteration 11Q: 3 clusters Score -1022200 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1022346.875000 Penalty: 2989.107910
	Iteration 12Q: 3 clusters Score -1022347 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1022473.000000 Penalty: 2989.107910
	Iteration 13Q: 3 clusters Score -1022473 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1022549.000000 Penalty: 2989.107910
	Iteration 14Q: 3 clusters Score -1022549 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1022598.875000 Penalty: 2989.107910
	Iteration 15Q: 3 clusters Score -1022599 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1022626.812500 Penalty: 2989.107910
	Iteration 16Q: 3 clusters Score -1022627 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1022642.437500 Penalty: 2989.107910
	Iteration 17Q: 3 clusters Score -1022642 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1022653.875000 Penalty: 2989.107910
	Iteration 18Q: 3 clusters Score -1022654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1022663.812500 Penalty: 2989.107910
	Iteration 19Q: 3 clusters Score -1022664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1022666.187500 Penalty: 2989.107910
	Iteration 20F: 3 clusters Score -1022666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1022672.250000 Penalty: 2989.107910
	Iteration 21Q: 3 clusters Score -1022672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1022673.875000 Penalty: 2989.107910
	Iteration 22Q: 3 clusters Score -1022674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1022678.687500 Penalty: 2989.107910
	Iteration 23Q: 3 clusters Score -1022679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1022678.937500 Penalty: 2989.107910
	Iteration 24Q: 3 clusters Score -1022679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1022680.937500 Penalty: 2989.107910
	Iteration 25Q: 3 clusters Score -1022681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1022678.750000 Penalty: 2989.107910
	Iteration 26Q: 3 clusters Score -1022679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1022681.500000 Penalty: 2989.107910
	Iteration 27Q: 3 clusters Score -1022682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1022681.062500 Penalty: 2989.107910
	Iteration 28Q: 3 clusters Score -1022681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1022683.625000 Penalty: 2989.107910
	Iteration 29Q: 3 clusters Score -1022684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1022686.687500 Penalty: 2989.107910
	Iteration 30Q: 3 clusters Score -1022687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1022685.500000 Penalty: 2989.107910
	Iteration 31Q: 3 clusters Score -1022686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1022686.750000 Penalty: 2989.107910
	Iteration 32Q: 3 clusters Score -1022687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1022686.750000 Penalty: 2989.107910
	Iteration 33F: 3 clusters Score -1022687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Entering Unmasked Estep 
Score: -1826031.875000 Penalty: 1583.460815
	Iteration 0F: 2 clusters Score -1826032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1814281.375000 Penalty: 3166.921631
	Iteration 0F: 3 clusters Score -1814281 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1818581.125000 Penalty: 3166.921631
	Iteration 1F: 3 clusters Score -1818581 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1818864.625000 Penalty: 3166.921631
	Iteration 2Q: 3 clusters Score -1818865 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1819076.500000 Penalty: 3166.921631
	Iteration 3Q: 3 clusters Score -1819076 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1819283.000000 Penalty: 3166.921631
	Iteration 4Q: 3 clusters Score -1819283 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1819468.125000 Penalty: 3166.921631
	Iteration 5Q: 3 clusters Score -1819468 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1819653.375000 Penalty: 3166.921631
	Iteration 6Q: 3 clusters Score -1819653 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1819841 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1820088.625000 Penalty: 3166.921631
	Iteration 8Q: 3 clusters Score -1820089 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1820381.500000 Penalty: 3166.921631
	Iteration 9Q: 3 clusters Score -1820382 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1820690.875000 Penalty: 3166.921631
	Iteration 10Q: 3 clusters Score -1820691 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1821059.500000 Penalty: 3166.921631
	Iteration 11Q: 3 clusters Score -1821060 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1821430.625000 Penalty: 3166.921631
	Iteration 12Q: 3 clusters Score -1821431 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1821747 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1822159.500000 Penalty: 3166.921631
	Iteration 15Q: 3 clusters Score -1822160 nChanged 344
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1822272 nChanged 293
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1822363 nChanged 264
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1822441 nChanged 235
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1822512 nChanged 226
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1822581.500000 Penalty: 3166.921631
	Iteration 20F: 3 clusters Score -1822582 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1822649.750000 Penalty: 3166.921631
	Iteration 21Q: 3 clusters Score -1822650 nChanged 190
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1822694 nChanged 166
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1822739.625000 Penalty: 3166.921631
	Iteration 23Q: 3 clusters Score -1822740 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1822789 nChanged 180
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1822831 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1822906.750000 Penalty: 3166.921631
	Iteration 26Q: 3 clusters Score -1822907 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1822970 nChanged 215
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1823044 nChanged 214
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1823129 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1823202.625000 Penalty: 3166.921631
	Iteration 30Q: 3 clusters Score -1823203 nChanged 212
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1823282 nChanged 199
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1823366 nChanged 236
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1823476 nChanged 197
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Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1823560 nChanged 201
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Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1823644 nChanged 168
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1823717 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1823793 nChanged 155
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1823863 nChanged 145
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1823927 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1823987 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1824049 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1824093 nChanged 93
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Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1824128 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -1824155.875000 Penalty: 3166.921631
	Iteration 44Q: 3 clusters Score -1824156 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1824180 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1824205 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1824220.750000 Penalty: 3166.921631
	Iteration 47Q: 3 clusters Score -1824221 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1824234 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1824251.000000 Penalty: 3166.921631
	Iteration 49Q: 3 clusters Score -1824251 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1824266.500000 Penalty: 3166.921631
	Iteration 50Q: 3 clusters Score -1824266 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1824292.000000 Penalty: 3166.921631
	Iteration 51Q: 3 clusters Score -1824292 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1824313.250000 Penalty: 3166.921631
	Iteration 52Q: 3 clusters Score -1824313 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1824331 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1824346.875000 Penalty: 3166.921631
	Iteration 54Q: 3 clusters Score -1824347 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1824358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -1824368.625000 Penalty: 3166.921631
	Iteration 56Q: 3 clusters Score -1824369 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -1824377.000000 Penalty: 3166.921631
	Iteration 57Q: 3 clusters Score -1824377 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -1824388.250000 Penalty: 3166.921631
	Iteration 58Q: 3 clusters Score -1824388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -1824403.500000 Penalty: 3166.921631
	Iteration 59Q: 3 clusters Score -1824404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1824405.875000 Penalty: 3166.921631
	Iteration 60F: 3 clusters Score -1824406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1824415.250000 Penalty: 3166.921631
	Iteration 61Q: 3 clusters Score -1824415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -1824422.875000 Penalty: 3166.921631
	Iteration 62Q: 3 clusters Score -1824423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1824430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -1824432.750000 Penalty: 3166.921631
	Iteration 64Q: 3 clusters Score -1824433 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -1824441.750000 Penalty: 3166.921631
	Iteration 65Q: 3 clusters Score -1824442 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -1824440.750000 Penalty: 3166.921631
	Iteration 66Q: 3 clusters Score -1824441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -1824446.000000 Penalty: 3166.921631
	Iteration 67Q: 3 clusters Score -1824446 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -1824451.750000 Penalty: 3166.921631
	Iteration 68Q: 3 clusters Score -1824452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -1824455.500000 Penalty: 3166.921631
	Iteration 69Q: 3 clusters Score -1824456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -1824457.000000 Penalty: 3166.921631
	Iteration 70Q: 3 clusters Score -1824457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1824463.000000 Penalty: 3166.921631
	Iteration 71Q: 3 clusters Score -1824463 nChanged 9
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Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1824464 nChanged 11
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Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1824462 nChanged 12
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Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1824465 nChanged 14
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Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1824468 nChanged 9
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Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1824469 nChanged 8
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Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1824473 nChanged 10
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Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1824474 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -1824472.625000 Penalty: 3166.921631
	Iteration 79Q: 3 clusters Score -1824473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1824476.125000 Penalty: 3166.921631
	Iteration 80F: 3 clusters Score -1824476 nChanged 3
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Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1824475 nChanged 3
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Mstep: Class 1 contains 1178 members 
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	Iteration 82Q: 3 clusters Score -1824475 nChanged 4
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Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1824474 nChanged 5
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Mstep: Class 1 contains 1169 members 
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Entering Unmasked Estep 
Score: -1824479.500000 Penalty: 3166.921631
	Iteration 84Q: 3 clusters Score -1824480 nChanged 6
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Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -1824481.875000 Penalty: 3166.921631
	Iteration 85Q: 3 clusters Score -1824482 nChanged 7
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Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1824483 nChanged 3
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Mstep: Class 1 contains 1153 members 
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	Iteration 87Q: 3 clusters Score -1824480 nChanged 3
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Mstep: Class 1 contains 1152 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1824483 nChanged 3
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Mstep: Class 1 contains 1149 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1824481 nChanged 5
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Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1824483 nChanged 4
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Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1824485 nChanged 4
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Mstep: Class 1 contains 1138 members 
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	Iteration 92Q: 3 clusters Score -1824484 nChanged 3
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Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15923 members 
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	Iteration 93Q: 3 clusters Score -1824485 nChanged 3
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Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -1824486.875000 Penalty: 3166.921631
	Iteration 94Q: 3 clusters Score -1824487 nChanged 4
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Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 15930 members 
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	Iteration 95Q: 3 clusters Score -1824487 nChanged 3
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Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 15933 members 
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	Iteration 96Q: 3 clusters Score -1824487 nChanged 2
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Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1824488 nChanged 4
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Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1824494 nChanged 3
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Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1824494 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1824491.000000 Penalty: 3166.921631
	Iteration 100F: 3 clusters Score -1824491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -1824491.125000 Penalty: 3166.921631
	Iteration 101Q: 3 clusters Score -1824491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1824494.875000 Penalty: 3166.921631
	Iteration 102Q: 3 clusters Score -1824495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1824494.875000 Penalty: 3166.921631
	Iteration 103F: 3 clusters Score -1824495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -494051.500000 Penalty: 1374.541382
	Iteration 0F: 2 clusters Score -494051.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -490224.656250 Penalty: 2749.082764
	Iteration 0F: 3 clusters Score -490224.7 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -491231.281250 Penalty: 2749.082764
	Iteration 1F: 3 clusters Score -491231.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -491470.593750 Penalty: 2749.082764
	Iteration 2F: 3 clusters Score -491470.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -491646.000000 Penalty: 2749.082764
	Iteration 3F: 3 clusters Score -491646 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -491780.437500 Penalty: 2749.082764
	Iteration 4F: 3 clusters Score -491780.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -491901.375000 Penalty: 2749.082764
	Iteration 5Q: 3 clusters Score -491901.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -492032.812500 Penalty: 2749.082764
	Iteration 6Q: 3 clusters Score -492032.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -492179.531250 Penalty: 2749.082764
	Iteration 7Q: 3 clusters Score -492179.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -492323.875000 Penalty: 2749.082764
	Iteration 8Q: 3 clusters Score -492323.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -492461.312500 Penalty: 2749.082764
	Iteration 9Q: 3 clusters Score -492461.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -492575.437500 Penalty: 2749.082764
	Iteration 10Q: 3 clusters Score -492575.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -492675.593750 Penalty: 2749.082764
	Iteration 11Q: 3 clusters Score -492675.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -492746.656250 Penalty: 2749.082764
	Iteration 12Q: 3 clusters Score -492746.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -492798.593750 Penalty: 2749.082764
	Iteration 13Q: 3 clusters Score -492798.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -492843.062500 Penalty: 2749.082764
	Iteration 14Q: 3 clusters Score -492843.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -492880.906250 Penalty: 2749.082764
	Iteration 15Q: 3 clusters Score -492880.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -492901.812500 Penalty: 2749.082764
	Iteration 16Q: 3 clusters Score -492901.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -492918.218750 Penalty: 2749.082764
	Iteration 17Q: 3 clusters Score -492918.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -492937.875000 Penalty: 2749.082764
	Iteration 18Q: 3 clusters Score -492937.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -492950.125000 Penalty: 2749.082764
	Iteration 19Q: 3 clusters Score -492950.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -492962.625000 Penalty: 2749.082764
	Iteration 20F: 3 clusters Score -492962.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -492970.687500 Penalty: 2749.082764
	Iteration 21Q: 3 clusters Score -492970.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -492977.125000 Penalty: 2749.082764
	Iteration 22Q: 3 clusters Score -492977.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -492982.125000 Penalty: 2749.082764
	Iteration 23Q: 3 clusters Score -492982.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -492985.125000 Penalty: 2749.082764
	Iteration 24Q: 3 clusters Score -492985.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -492987.250000 Penalty: 2749.082764
	Iteration 25Q: 3 clusters Score -492987.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -492989.406250 Penalty: 2749.082764
	Iteration 26Q: 3 clusters Score -492989.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -492989.656250 Penalty: 2749.082764
	Iteration 27Q: 3 clusters Score -492989.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -492989.656250 Penalty: 2749.082764
	Iteration 28F: 3 clusters Score -492989.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Entering Unmasked Estep 
Score: -4261457.500000 Penalty: 1724.856079
	Iteration 0F: 2 clusters Score -4261458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -4234213.500000 Penalty: 3449.712158
	Iteration 0F: 3 clusters Score -4234214 nChanged 18880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -4244742.000000 Penalty: 3449.712158
	Iteration 1F: 3 clusters Score -4244742 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -4245209.500000 Penalty: 3449.712158
	Iteration 2Q: 3 clusters Score -4245210 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -4245737.000000 Penalty: 3449.712158
	Iteration 3Q: 3 clusters Score -4245737 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -4246464.000000 Penalty: 3449.712158
	Iteration 4Q: 3 clusters Score -4246464 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -4247509.500000 Penalty: 3449.712158
	Iteration 5Q: 3 clusters Score -4247510 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -4248775.000000 Penalty: 3449.712158
	Iteration 6F: 3 clusters Score -4248775 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -4250369.000000 Penalty: 3449.712158
	Iteration 7F: 3 clusters Score -4250369 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -4252199.000000 Penalty: 3449.712158
	Iteration 8F: 3 clusters Score -4252199 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -4253778.000000 Penalty: 3449.712158
	Iteration 9F: 3 clusters Score -4253778 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -4254812.500000 Penalty: 3449.712158
	Iteration 10Q: 3 clusters Score -4254812 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -4255404.000000 Penalty: 3449.712158
	Iteration 11Q: 3 clusters Score -4255404 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -4255812.000000 Penalty: 3449.712158
	Iteration 12Q: 3 clusters Score -4255812 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -4256095.000000 Penalty: 3449.712158
	Iteration 13Q: 3 clusters Score -4256095 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -4256324.500000 Penalty: 3449.712158
	Iteration 14Q: 3 clusters Score -4256324 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -4256527.500000 Penalty: 3449.712158
	Iteration 15Q: 3 clusters Score -4256528 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -4256745.500000 Penalty: 3449.712158
	Iteration 16Q: 3 clusters Score -4256746 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -4256935.000000 Penalty: 3449.712158
	Iteration 17Q: 3 clusters Score -4256935 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -4257094.500000 Penalty: 3449.712158
	Iteration 18Q: 3 clusters Score -4257094 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -4257280.500000 Penalty: 3449.712158
	Iteration 19Q: 3 clusters Score -4257280 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -4257494.500000 Penalty: 3449.712158
	Iteration 20F: 3 clusters Score -4257494 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -4257692.000000 Penalty: 3449.712158
	Iteration 21Q: 3 clusters Score -4257692 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -4257889.000000 Penalty: 3449.712158
	Iteration 22Q: 3 clusters Score -4257889 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -4258061.500000 Penalty: 3449.712158
	Iteration 23Q: 3 clusters Score -4258062 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -4258260.500000 Penalty: 3449.712158
	Iteration 24Q: 3 clusters Score -4258260 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -4258456.000000 Penalty: 3449.712158
	Iteration 25Q: 3 clusters Score -4258456 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -4258629.500000 Penalty: 3449.712158
	Iteration 26Q: 3 clusters Score -4258630 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -4258804.500000 Penalty: 3449.712158
	Iteration 27Q: 3 clusters Score -4258804 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -4258945.500000 Penalty: 3449.712158
	Iteration 28Q: 3 clusters Score -4258946 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -4259098.500000 Penalty: 3449.712158
	Iteration 29Q: 3 clusters Score -4259098 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -4259227.500000 Penalty: 3449.712158
	Iteration 30Q: 3 clusters Score -4259228 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -4259328.000000 Penalty: 3449.712158
	Iteration 31Q: 3 clusters Score -4259328 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -4259447.500000 Penalty: 3449.712158
	Iteration 32Q: 3 clusters Score -4259448 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -4259573.500000 Penalty: 3449.712158
	Iteration 33Q: 3 clusters Score -4259574 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -4259684.000000 Penalty: 3449.712158
	Iteration 34Q: 3 clusters Score -4259684 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -4259768.500000 Penalty: 3449.712158
	Iteration 35Q: 3 clusters Score -4259768 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -4259850.000000 Penalty: 3449.712158
	Iteration 36Q: 3 clusters Score -4259850 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -4259933.500000 Penalty: 3449.712158
	Iteration 37Q: 3 clusters Score -4259934 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -4259992.000000 Penalty: 3449.712158
	Iteration 38Q: 3 clusters Score -4259992 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -4260026.500000 Penalty: 3449.712158
	Iteration 39Q: 3 clusters Score -4260026 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -4260084.000000 Penalty: 3449.712158
	Iteration 40F: 3 clusters Score -4260084 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -4260108.500000 Penalty: 3449.712158
	Iteration 41Q: 3 clusters Score -4260108 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -4260147.500000 Penalty: 3449.712158
	Iteration 42Q: 3 clusters Score -4260148 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -4260181.500000 Penalty: 3449.712158
	Iteration 43Q: 3 clusters Score -4260182 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -4260203.500000 Penalty: 3449.712158
	Iteration 44Q: 3 clusters Score -4260204 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -4260212.000000 Penalty: 3449.712158
	Iteration 45Q: 3 clusters Score -4260212 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -4260236.000000 Penalty: 3449.712158
	Iteration 46Q: 3 clusters Score -4260236 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -4260260.500000 Penalty: 3449.712158
	Iteration 47Q: 3 clusters Score -4260260 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -4260292.000000 Penalty: 3449.712158
	Iteration 48Q: 3 clusters Score -4260292 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -4260317.500000 Penalty: 3449.712158
	Iteration 49Q: 3 clusters Score -4260318 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -4260341.000000 Penalty: 3449.712158
	Iteration 50Q: 3 clusters Score -4260341 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -4260368.000000 Penalty: 3449.712158
	Iteration 51Q: 3 clusters Score -4260368 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -4260394.500000 Penalty: 3449.712158
	Iteration 52Q: 3 clusters Score -4260394 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -4260422.500000 Penalty: 3449.712158
	Iteration 53Q: 3 clusters Score -4260422 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -4260428.000000 Penalty: 3449.712158
	Iteration 54Q: 3 clusters Score -4260428 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -4260431.500000 Penalty: 3449.712158
	Iteration 55Q: 3 clusters Score -4260432 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -4260445.000000 Penalty: 3449.712158
	Iteration 56Q: 3 clusters Score -4260445 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -4260445.500000 Penalty: 3449.712158
	Iteration 57Q: 3 clusters Score -4260446 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -4260476.000000 Penalty: 3449.712158
	Iteration 58Q: 3 clusters Score -4260476 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -4260501.000000 Penalty: 3449.712158
	Iteration 59Q: 3 clusters Score -4260501 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -4260512.500000 Penalty: 3449.712158
	Iteration 60F: 3 clusters Score -4260512 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -4260514.000000 Penalty: 3449.712158
	Iteration 61Q: 3 clusters Score -4260514 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -4260511.000000 Penalty: 3449.712158
	Iteration 62Q: 3 clusters Score -4260511 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -4260517.500000 Penalty: 3449.712158
	Iteration 63Q: 3 clusters Score -4260518 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -4260541.000000 Penalty: 3449.712158
	Iteration 64Q: 3 clusters Score -4260541 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -4260547.000000 Penalty: 3449.712158
	Iteration 65Q: 3 clusters Score -4260547 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -4260539.500000 Penalty: 3449.712158
	Iteration 66Q: 3 clusters Score -4260540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -4260544.000000 Penalty: 3449.712158
	Iteration 67Q: 3 clusters Score -4260544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -4260545.000000 Penalty: 3449.712158
	Iteration 68Q: 3 clusters Score -4260545 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -4260546.000000 Penalty: 3449.712158
	Iteration 69Q: 3 clusters Score -4260546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -4260544.000000 Penalty: 3449.712158
	Iteration 70Q: 3 clusters Score -4260544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -4260542.500000 Penalty: 3449.712158
	Iteration 71Q: 3 clusters Score -4260542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -4260545.000000 Penalty: 3449.712158
	Iteration 72Q: 3 clusters Score -4260545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -4260554.000000 Penalty: 3449.712158
	Iteration 73Q: 3 clusters Score -4260554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -4260551.500000 Penalty: 3449.712158
	Iteration 74Q: 3 clusters Score -4260552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -4260558.000000 Penalty: 3449.712158
	Iteration 75Q: 3 clusters Score -4260558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -4260566.500000 Penalty: 3449.712158
	Iteration 76Q: 3 clusters Score -4260566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -4260564.000000 Penalty: 3449.712158
	Iteration 77Q: 3 clusters Score -4260564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -4260566.000000 Penalty: 3449.712158
	Iteration 78Q: 3 clusters Score -4260566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -4260575.500000 Penalty: 3449.712158
	Iteration 79Q: 3 clusters Score -4260576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -4260567.500000 Penalty: 3449.712158
	Iteration 80F: 3 clusters Score -4260568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -4260568.500000 Penalty: 3449.712158
	Iteration 81Q: 3 clusters Score -4260568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -4260564.500000 Penalty: 3449.712158
	Iteration 82Q: 3 clusters Score -4260564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -4260566.000000 Penalty: 3449.712158
	Iteration 83Q: 3 clusters Score -4260566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -4260563.000000 Penalty: 3449.712158
	Iteration 84Q: 3 clusters Score -4260563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -4260566.000000 Penalty: 3449.712158
	Iteration 85Q: 3 clusters Score -4260566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -4260566.500000 Penalty: 3449.712158
	Iteration 86Q: 3 clusters Score -4260566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -4260565.500000 Penalty: 3449.712158
	Iteration 87Q: 3 clusters Score -4260566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -4260573.000000 Penalty: 3449.712158
	Iteration 88Q: 3 clusters Score -4260573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -4260569.500000 Penalty: 3449.712158
	Iteration 89Q: 3 clusters Score -4260570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -4260571.000000 Penalty: 3449.712158
	Iteration 90Q: 3 clusters Score -4260571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -4260577.000000 Penalty: 3449.712158
	Iteration 91Q: 3 clusters Score -4260577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -4260573.500000 Penalty: 3449.712158
	Iteration 92Q: 3 clusters Score -4260574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -4260567.000000 Penalty: 3449.712158
	Iteration 93Q: 3 clusters Score -4260567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -4260571.500000 Penalty: 3449.712158
	Iteration 94Q: 3 clusters Score -4260572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -4260569.000000 Penalty: 3449.712158
	Iteration 95Q: 3 clusters Score -4260569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -4260566.000000 Penalty: 3449.712158
	Iteration 96Q: 3 clusters Score -4260566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -4260570.000000 Penalty: 3449.712158
	Iteration 97Q: 3 clusters Score -4260570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -4260570.500000 Penalty: 3449.712158
	Iteration 98Q: 3 clusters Score -4260570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -4260574.000000 Penalty: 3449.712158
	Iteration 99Q: 3 clusters Score -4260574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -4260572.500000 Penalty: 3449.712158
	Iteration 100F: 3 clusters Score -4260572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -4260571.000000 Penalty: 3449.712158
	Iteration 101Q: 3 clusters Score -4260571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -4260571.000000 Penalty: 3449.712158
	Iteration 102F: 3 clusters Score -4260571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -24850.531250 Penalty: 927.405457
	Iteration 0F: 2 clusters Score -24850.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24135.427734 Penalty: 1854.810913
	Iteration 0F: 3 clusters Score -24135.43 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24631.298828 Penalty: 1854.810913
	Iteration 1F: 3 clusters Score -24631.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25030.158203 Penalty: 1854.810913
	Iteration 2F: 3 clusters Score -25030.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25458.564453 Penalty: 1854.810913
	Iteration 3F: 3 clusters Score -25458.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25679.253906 Penalty: 1854.810913
	Iteration 4Q: 3 clusters Score -25679.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25748.093750 Penalty: 1854.810913
	Iteration 5Q: 3 clusters Score -25748.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -25812.812500 Penalty: 1854.810913
	Iteration 6Q: 3 clusters Score -25812.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25824.826172 Penalty: 1854.810913
	Iteration 7Q: 3 clusters Score -25824.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25828.939453 Penalty: 1854.810913
	Iteration 8Q: 3 clusters Score -25828.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25828.939453 Penalty: 1854.810913
	Iteration 9F: 3 clusters Score -25828.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9870 members 
Mstep: Class 5 contains 17058 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 99 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2564 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5185 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4320 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6944 members 
Mstep: Class 26 contains 173120 members 
Mstep: Class 27 contains 4166 members 
Mstep: Class 28 contains 39617 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12680 members 
Mstep: Class 34 contains 1323 members 
Mstep: Class 35 contains 202 members 
Entering Unmasked Estep 
Score: -65952160.000000 Penalty: 76049.578125
Splitting cluster 8 changes total score from -65952432.000000 to -65952160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -91021.148438 Penalty: 1109.665649
	Iteration 0F: 2 clusters Score -91021.15 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 486 members 
Entering Unmasked Estep 
Score: -89712.601562 Penalty: 2219.331299
	Iteration 0F: 3 clusters Score -89712.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -90006.601562 Penalty: 2219.331299
	Iteration 1F: 3 clusters Score -90006.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -90088.648438 Penalty: 2219.331299
	Iteration 2F: 3 clusters Score -90088.65 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -90128.390625 Penalty: 2219.331299
	Iteration 3Q: 3 clusters Score -90128.39 nChanged 41
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: -90194.148438 Penalty: 2219.331299
	Iteration 4Q: 3 clusters Score -90194.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -90233.812500 Penalty: 2219.331299
	Iteration 5Q: 3 clusters Score -90233.81 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -90303.210938 Penalty: 2219.331299
	Iteration 6Q: 3 clusters Score -90303.21 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -90446.984375 Penalty: 2219.331299
	Iteration 7Q: 3 clusters Score -90446.98 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -90761.171875 Penalty: 2219.331299
	Iteration 8F: 3 clusters Score -90761.17 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -91177.835938 Penalty: 2219.331299
	Iteration 9F: 3 clusters Score -91177.84 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -91312.734375 Penalty: 2219.331299
	Iteration 10F: 3 clusters Score -91312.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -91342.187500 Penalty: 2219.331299
	Iteration 11Q: 3 clusters Score -91342.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -91358.335938 Penalty: 2219.331299
	Iteration 12Q: 3 clusters Score -91358.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -91362.343750 Penalty: 2219.331299
	Iteration 13Q: 3 clusters Score -91362.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -91367.968750 Penalty: 2219.331299
	Iteration 14Q: 3 clusters Score -91367.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -91367.968750 Penalty: 2219.331299
	Iteration 15F: 3 clusters Score -91367.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9870 members 
Mstep: Class 5 contains 17058 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 125 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2564 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5185 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4320 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6944 members 
Mstep: Class 26 contains 173120 members 
Mstep: Class 27 contains 4166 members 
Mstep: Class 28 contains 39617 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12680 members 
Mstep: Class 34 contains 1323 members 
Mstep: Class 35 contains 799 members 
Entering Unmasked Estep 
Score: -65951728.000000 Penalty: 76049.578125
Splitting cluster 9 changes total score from -65952432.000000 to -65951728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -47015.566406 Penalty: 1015.934387
	Iteration 0F: 2 clusters Score -47015.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46041.187500 Penalty: 2031.868774
	Iteration 0F: 3 clusters Score -46041.19 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -46372.226562 Penalty: 2031.868774
	Iteration 1F: 3 clusters Score -46372.23 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -46492.382812 Penalty: 2031.868774
	Iteration 2F: 3 clusters Score -46492.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -46593.781250 Penalty: 2031.868774
	Iteration 3F: 3 clusters Score -46593.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -46761.921875 Penalty: 2031.868774
	Iteration 4F: 3 clusters Score -46761.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -46944.269531 Penalty: 2031.868774
	Iteration 5Q: 3 clusters Score -46944.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -47001.488281 Penalty: 2031.868774
	Iteration 6Q: 3 clusters Score -47001.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -47029.886719 Penalty: 2031.868774
	Iteration 7Q: 3 clusters Score -47029.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -47057.175781 Penalty: 2031.868774
	Iteration 8Q: 3 clusters Score -47057.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -47069.300781 Penalty: 2031.868774
	Iteration 9Q: 3 clusters Score -47069.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -47107.894531 Penalty: 2031.868774
	Iteration 10Q: 3 clusters Score -47107.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -47144.101562 Penalty: 2031.868774
	Iteration 11Q: 3 clusters Score -47144.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -47159.292969 Penalty: 2031.868774
	Iteration 12Q: 3 clusters Score -47159.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -47166.312500 Penalty: 2031.868774
	Iteration 13Q: 3 clusters Score -47166.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -47169.242188 Penalty: 2031.868774
	Iteration 14Q: 3 clusters Score -47169.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -47171.664062 Penalty: 2031.868774
	Iteration 15Q: 3 clusters Score -47171.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -47171.664062 Penalty: 2031.868774
	Iteration 16F: 3 clusters Score -47171.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9870 members 
Mstep: Class 5 contains 17058 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2564 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5185 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4320 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6944 members 
Mstep: Class 26 contains 173120 members 
Mstep: Class 27 contains 4166 members 
Mstep: Class 28 contains 39617 members 
Mstep: Class 29 contains 1179 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12680 members 
Mstep: Class 34 contains 1323 members 
Mstep: Class 35 contains 398 members 
Entering Unmasked Estep 
Score: -65951420.000000 Penalty: 76049.578125
Splitting cluster 10 changes total score from -65952432.000000 to -65951420.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (5605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Entering Unmasked Estep 
Score: -586652.187500 Penalty: 1402.604858
	Iteration 0F: 2 clusters Score -586652.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -582257.687500 Penalty: 2805.209717
	Iteration 0F: 3 clusters Score -582257.7 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -583580.062500 Penalty: 2805.209717
	Iteration 1F: 3 clusters Score -583580.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -583798.000000 Penalty: 2805.209717
	Iteration 2F: 3 clusters Score -583798 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -583939.312500 Penalty: 2805.209717
	Iteration 3F: 3 clusters Score -583939.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -584063.000000 Penalty: 2805.209717
	Iteration 4Q: 3 clusters Score -584063 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -584181.875000 Penalty: 2805.209717
	Iteration 5Q: 3 clusters Score -584181.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -584271.500000 Penalty: 2805.209717
	Iteration 6Q: 3 clusters Score -584271.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -584350.187500 Penalty: 2805.209717
	Iteration 7Q: 3 clusters Score -584350.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -584420.000000 Penalty: 2805.209717
	Iteration 8Q: 3 clusters Score -584420 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -584483.312500 Penalty: 2805.209717
	Iteration 9Q: 3 clusters Score -584483.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -584553.000000 Penalty: 2805.209717
	Iteration 10Q: 3 clusters Score -584553 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -584618.312500 Penalty: 2805.209717
	Iteration 11Q: 3 clusters Score -584618.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -584698.625000 Penalty: 2805.209717
	Iteration 12Q: 3 clusters Score -584698.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -584787.687500 Penalty: 2805.209717
	Iteration 13Q: 3 clusters Score -584787.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -584890.437500 Penalty: 2805.209717
	Iteration 14Q: 3 clusters Score -584890.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -585012.312500 Penalty: 2805.209717
	Iteration 15Q: 3 clusters Score -585012.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -585150.062500 Penalty: 2805.209717
	Iteration 16Q: 3 clusters Score -585150.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -585335.500000 Penalty: 2805.209717
	Iteration 17Q: 3 clusters Score -585335.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -585569.125000 Penalty: 2805.209717
	Iteration 18Q: 3 clusters Score -585569.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -585803.750000 Penalty: 2805.209717
	Iteration 19Q: 3 clusters Score -585803.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -586056.437500 Penalty: 2805.209717
	Iteration 20F: 3 clusters Score -586056.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -586293.062500 Penalty: 2805.209717
	Iteration 21Q: 3 clusters Score -586293.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -586478.687500 Penalty: 2805.209717
	Iteration 22Q: 3 clusters Score -586478.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -586572.625000 Penalty: 2805.209717
	Iteration 23Q: 3 clusters Score -586572.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -586598.437500 Penalty: 2805.209717
	Iteration 24Q: 3 clusters Score -586598.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -586607.125000 Penalty: 2805.209717
	Iteration 25Q: 3 clusters Score -586607.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -586608.750000 Penalty: 2805.209717
	Iteration 26Q: 3 clusters Score -586608.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -586609.687500 Penalty: 2805.209717
	Iteration 27Q: 3 clusters Score -586609.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -586609.687500 Penalty: 2805.209717
	Iteration 28F: 3 clusters Score -586609.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Entering Unmasked Estep 
Score: -3250349.000000 Penalty: 1678.183594
	Iteration 0F: 2 clusters Score -3250349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -3229769.250000 Penalty: 3356.367188
	Iteration 0F: 3 clusters Score -3229769 nChanged 14189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -3237680.750000 Penalty: 3356.367188
	Iteration 1F: 3 clusters Score -3237681 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -3238072.500000 Penalty: 3356.367188
	Iteration 2Q: 3 clusters Score -3238072 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -3238468.500000 Penalty: 3356.367188
	Iteration 3Q: 3 clusters Score -3238468 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -3238951.750000 Penalty: 3356.367188
	Iteration 4Q: 3 clusters Score -3238952 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -3239528.750000 Penalty: 3356.367188
	Iteration 5Q: 3 clusters Score -3239529 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -3240298.250000 Penalty: 3356.367188
	Iteration 6Q: 3 clusters Score -3240298 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -3241329.000000 Penalty: 3356.367188
	Iteration 7F: 3 clusters Score -3241329 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -3242656.500000 Penalty: 3356.367188
	Iteration 8F: 3 clusters Score -3242656 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -3244125.500000 Penalty: 3356.367188
	Iteration 9F: 3 clusters Score -3244126 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -3245421.500000 Penalty: 3356.367188
	Iteration 10Q: 3 clusters Score -3245422 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -3246221.500000 Penalty: 3356.367188
	Iteration 11Q: 3 clusters Score -3246222 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -3246713.750000 Penalty: 3356.367188
	Iteration 12Q: 3 clusters Score -3246714 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -3247016.750000 Penalty: 3356.367188
	Iteration 13Q: 3 clusters Score -3247017 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -3247254.500000 Penalty: 3356.367188
	Iteration 14Q: 3 clusters Score -3247254 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -3247500.000000 Penalty: 3356.367188
	Iteration 15Q: 3 clusters Score -3247500 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -3247751.750000 Penalty: 3356.367188
	Iteration 16Q: 3 clusters Score -3247752 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -3247966.750000 Penalty: 3356.367188
	Iteration 17Q: 3 clusters Score -3247967 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -3248112.000000 Penalty: 3356.367188
	Iteration 18Q: 3 clusters Score -3248112 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -3248236.000000 Penalty: 3356.367188
	Iteration 19Q: 3 clusters Score -3248236 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -3248326.000000 Penalty: 3356.367188
	Iteration 20F: 3 clusters Score -3248326 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -3248424.250000 Penalty: 3356.367188
	Iteration 21Q: 3 clusters Score -3248424 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -3248494.750000 Penalty: 3356.367188
	Iteration 22Q: 3 clusters Score -3248495 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -3248557.750000 Penalty: 3356.367188
	Iteration 23Q: 3 clusters Score -3248558 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -3248606.750000 Penalty: 3356.367188
	Iteration 24Q: 3 clusters Score -3248607 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -3248661.250000 Penalty: 3356.367188
	Iteration 25Q: 3 clusters Score -3248661 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -3248700.750000 Penalty: 3356.367188
	Iteration 26Q: 3 clusters Score -3248701 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -3248757.250000 Penalty: 3356.367188
	Iteration 27Q: 3 clusters Score -3248757 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -3248800.750000 Penalty: 3356.367188
	Iteration 28Q: 3 clusters Score -3248801 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -3248830.500000 Penalty: 3356.367188
	Iteration 29Q: 3 clusters Score -3248830 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -3248853.000000 Penalty: 3356.367188
	Iteration 30Q: 3 clusters Score -3248853 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -3248870.750000 Penalty: 3356.367188
	Iteration 31Q: 3 clusters Score -3248871 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -3248890.250000 Penalty: 3356.367188
	Iteration 32Q: 3 clusters Score -3248890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -3248908.000000 Penalty: 3356.367188
	Iteration 33Q: 3 clusters Score -3248908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -3248922.500000 Penalty: 3356.367188
	Iteration 34Q: 3 clusters Score -3248922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -3248929.500000 Penalty: 3356.367188
	Iteration 35Q: 3 clusters Score -3248930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -3248937.000000 Penalty: 3356.367188
	Iteration 36Q: 3 clusters Score -3248937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -3248944.250000 Penalty: 3356.367188
	Iteration 37Q: 3 clusters Score -3248944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -3248947.250000 Penalty: 3356.367188
	Iteration 38Q: 3 clusters Score -3248947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -3248950.750000 Penalty: 3356.367188
	Iteration 39Q: 3 clusters Score -3248951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -3248953.750000 Penalty: 3356.367188
	Iteration 40F: 3 clusters Score -3248954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -3248960.000000 Penalty: 3356.367188
	Iteration 41Q: 3 clusters Score -3248960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -3248965.250000 Penalty: 3356.367188
	Iteration 42Q: 3 clusters Score -3248965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -3248963.500000 Penalty: 3356.367188
	Iteration 43Q: 3 clusters Score -3248964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -3248966.000000 Penalty: 3356.367188
	Iteration 44Q: 3 clusters Score -3248966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -3248967.500000 Penalty: 3356.367188
	Iteration 45Q: 3 clusters Score -3248968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -3248969.250000 Penalty: 3356.367188
	Iteration 46Q: 3 clusters Score -3248969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -3248972.250000 Penalty: 3356.367188
	Iteration 47Q: 3 clusters Score -3248972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -3248974.000000 Penalty: 3356.367188
	Iteration 48Q: 3 clusters Score -3248974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -3248974.000000 Penalty: 3356.367188
	Iteration 49F: 3 clusters Score -3248974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Entering Unmasked Estep 
Score: -1117130.125000 Penalty: 1506.210327
	Iteration 0F: 2 clusters Score -1117130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1109632.875000 Penalty: 3012.420654
	Iteration 0F: 3 clusters Score -1109633 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1112083.500000 Penalty: 3012.420654
	Iteration 1F: 3 clusters Score -1112084 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1112367.000000 Penalty: 3012.420654
	Iteration 2F: 3 clusters Score -1112367 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1112636.125000 Penalty: 3012.420654
	Iteration 3F: 3 clusters Score -1112636 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1112957.000000 Penalty: 3012.420654
	Iteration 4F: 3 clusters Score -1112957 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1113402.250000 Penalty: 3012.420654
	Iteration 5F: 3 clusters Score -1113402 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1113954.000000 Penalty: 3012.420654
	Iteration 6F: 3 clusters Score -1113954 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1114497.250000 Penalty: 3012.420654
	Iteration 7F: 3 clusters Score -1114497 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1114945.000000 Penalty: 3012.420654
	Iteration 8F: 3 clusters Score -1114945 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1115306.125000 Penalty: 3012.420654
	Iteration 9Q: 3 clusters Score -1115306 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1115581.500000 Penalty: 3012.420654
	Iteration 10Q: 3 clusters Score -1115582 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1115786.125000 Penalty: 3012.420654
	Iteration 11Q: 3 clusters Score -1115786 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1115907.750000 Penalty: 3012.420654
	Iteration 12Q: 3 clusters Score -1115908 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1115996.000000 Penalty: 3012.420654
	Iteration 13Q: 3 clusters Score -1115996 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1116055.000000 Penalty: 3012.420654
	Iteration 14Q: 3 clusters Score -1116055 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1116085.375000 Penalty: 3012.420654
	Iteration 15Q: 3 clusters Score -1116085 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1116101.625000 Penalty: 3012.420654
	Iteration 16Q: 3 clusters Score -1116102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1116112.500000 Penalty: 3012.420654
	Iteration 17Q: 3 clusters Score -1116112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1116121.500000 Penalty: 3012.420654
	Iteration 18Q: 3 clusters Score -1116122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1116123.500000 Penalty: 3012.420654
	Iteration 19Q: 3 clusters Score -1116124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1116123.250000 Penalty: 3012.420654
	Iteration 20F: 3 clusters Score -1116123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1116122.750000 Penalty: 3012.420654
	Iteration 21Q: 3 clusters Score -1116123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1116125.750000 Penalty: 3012.420654
	Iteration 22Q: 3 clusters Score -1116126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1116126.000000 Penalty: 3012.420654
	Iteration 23Q: 3 clusters Score -1116126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1116127.000000 Penalty: 3012.420654
	Iteration 24Q: 3 clusters Score -1116127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1116127.000000 Penalty: 3012.420654
	Iteration 25F: 3 clusters Score -1116127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Entering Unmasked Estep 
Score: -261853.875000 Penalty: 1275.515137
	Iteration 0F: 2 clusters Score -261853.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -259459.734375 Penalty: 2551.030273
	Iteration 0F: 3 clusters Score -259459.7 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -260075.406250 Penalty: 2551.030273
	Iteration 1F: 3 clusters Score -260075.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -260266.406250 Penalty: 2551.030273
	Iteration 2F: 3 clusters Score -260266.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -260409.171875 Penalty: 2551.030273
	Iteration 3F: 3 clusters Score -260409.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -260533.000000 Penalty: 2551.030273
	Iteration 4F: 3 clusters Score -260533 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -260657.796875 Penalty: 2551.030273
	Iteration 5F: 3 clusters Score -260657.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -260748.984375 Penalty: 2551.030273
	Iteration 6Q: 3 clusters Score -260749 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -260823.390625 Penalty: 2551.030273
	Iteration 7Q: 3 clusters Score -260823.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -260877.015625 Penalty: 2551.030273
	Iteration 8Q: 3 clusters Score -260877 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -260910.421875 Penalty: 2551.030273
	Iteration 9Q: 3 clusters Score -260910.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -260926.171875 Penalty: 2551.030273
	Iteration 10Q: 3 clusters Score -260926.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -260936.062500 Penalty: 2551.030273
	Iteration 11Q: 3 clusters Score -260936.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -260945.375000 Penalty: 2551.030273
	Iteration 12Q: 3 clusters Score -260945.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -260952.453125 Penalty: 2551.030273
	Iteration 13Q: 3 clusters Score -260952.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -260957.859375 Penalty: 2551.030273
	Iteration 14Q: 3 clusters Score -260957.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -260964.390625 Penalty: 2551.030273
	Iteration 15Q: 3 clusters Score -260964.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -260971.937500 Penalty: 2551.030273
	Iteration 16Q: 3 clusters Score -260971.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -260977.703125 Penalty: 2551.030273
	Iteration 17Q: 3 clusters Score -260977.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -260985.328125 Penalty: 2551.030273
	Iteration 18Q: 3 clusters Score -260985.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -260989.031250 Penalty: 2551.030273
	Iteration 19Q: 3 clusters Score -260989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -260991.234375 Penalty: 2551.030273
	Iteration 20F: 3 clusters Score -260991.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -260992.312500 Penalty: 2551.030273
	Iteration 21Q: 3 clusters Score -260992.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -260993.156250 Penalty: 2551.030273
	Iteration 22Q: 3 clusters Score -260993.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -260993.421875 Penalty: 2551.030273
	Iteration 23Q: 3 clusters Score -260993.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -260994.062500 Penalty: 2551.030273
	Iteration 24Q: 3 clusters Score -260994.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -260994.656250 Penalty: 2551.030273
	Iteration 25Q: 3 clusters Score -260994.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -260995.671875 Penalty: 2551.030273
	Iteration 26Q: 3 clusters Score -260995.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -260996.531250 Penalty: 2551.030273
	Iteration 27Q: 3 clusters Score -260996.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -260998.218750 Penalty: 2551.030273
	Iteration 28Q: 3 clusters Score -260998.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -261001.453125 Penalty: 2551.030273
	Iteration 29Q: 3 clusters Score -261001.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -261003.671875 Penalty: 2551.030273
	Iteration 30Q: 3 clusters Score -261003.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -261004.562500 Penalty: 2551.030273
	Iteration 31Q: 3 clusters Score -261004.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -261005.125000 Penalty: 2551.030273
	Iteration 32Q: 3 clusters Score -261005.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -261005.218750 Penalty: 2551.030273
	Iteration 33Q: 3 clusters Score -261005.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -261005.406250 Penalty: 2551.030273
	Iteration 34Q: 3 clusters Score -261005.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -261005.406250 Penalty: 2551.030273
	Iteration 35F: 3 clusters Score -261005.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Entering Unmasked Estep 
Score: -1785426.750000 Penalty: 1580.752075
	Iteration 0F: 2 clusters Score -1785427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1773826.750000 Penalty: 3161.504150
	Iteration 0F: 3 clusters Score -1773827 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1778200.500000 Penalty: 3161.504150
	Iteration 1F: 3 clusters Score -1778200 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1778692.375000 Penalty: 3161.504150
	Iteration 2F: 3 clusters Score -1778692 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1779149.875000 Penalty: 3161.504150
	Iteration 3F: 3 clusters Score -1779150 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1779605.250000 Penalty: 3161.504150
	Iteration 4F: 3 clusters Score -1779605 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1780145.625000 Penalty: 3161.504150
	Iteration 5F: 3 clusters Score -1780146 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1780759.500000 Penalty: 3161.504150
	Iteration 6F: 3 clusters Score -1780760 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1781334.750000 Penalty: 3161.504150
	Iteration 7F: 3 clusters Score -1781335 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1781881.625000 Penalty: 3161.504150
	Iteration 8Q: 3 clusters Score -1781882 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1782387.000000 Penalty: 3161.504150
	Iteration 9Q: 3 clusters Score -1782387 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1782733.875000 Penalty: 3161.504150
	Iteration 10Q: 3 clusters Score -1782734 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1782917.750000 Penalty: 3161.504150
	Iteration 11Q: 3 clusters Score -1782918 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1783017.125000 Penalty: 3161.504150
	Iteration 12Q: 3 clusters Score -1783017 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1783083.000000 Penalty: 3161.504150
	Iteration 13Q: 3 clusters Score -1783083 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1783144.000000 Penalty: 3161.504150
	Iteration 14Q: 3 clusters Score -1783144 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1783191.375000 Penalty: 3161.504150
	Iteration 15Q: 3 clusters Score -1783191 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1783232.625000 Penalty: 3161.504150
	Iteration 16Q: 3 clusters Score -1783233 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1783293.250000 Penalty: 3161.504150
	Iteration 17Q: 3 clusters Score -1783293 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1783351.875000 Penalty: 3161.504150
	Iteration 18Q: 3 clusters Score -1783352 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1783402.125000 Penalty: 3161.504150
	Iteration 19Q: 3 clusters Score -1783402 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1783438.125000 Penalty: 3161.504150
	Iteration 20F: 3 clusters Score -1783438 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1783470.250000 Penalty: 3161.504150
	Iteration 21Q: 3 clusters Score -1783470 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1783498.625000 Penalty: 3161.504150
	Iteration 22Q: 3 clusters Score -1783499 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1783535.250000 Penalty: 3161.504150
	Iteration 23Q: 3 clusters Score -1783535 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1783574.875000 Penalty: 3161.504150
	Iteration 24Q: 3 clusters Score -1783575 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1783605.375000 Penalty: 3161.504150
	Iteration 25Q: 3 clusters Score -1783605 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1783644.000000 Penalty: 3161.504150
	Iteration 26Q: 3 clusters Score -1783644 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1783682.875000 Penalty: 3161.504150
	Iteration 27Q: 3 clusters Score -1783683 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1783723.375000 Penalty: 3161.504150
	Iteration 28Q: 3 clusters Score -1783723 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1783748.500000 Penalty: 3161.504150
	Iteration 29Q: 3 clusters Score -1783748 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1783776.375000 Penalty: 3161.504150
	Iteration 30Q: 3 clusters Score -1783776 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1783806.125000 Penalty: 3161.504150
	Iteration 31Q: 3 clusters Score -1783806 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1783841.125000 Penalty: 3161.504150
	Iteration 32Q: 3 clusters Score -1783841 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1783883.250000 Penalty: 3161.504150
	Iteration 33Q: 3 clusters Score -1783883 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1783918.750000 Penalty: 3161.504150
	Iteration 34Q: 3 clusters Score -1783919 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1783947.250000 Penalty: 3161.504150
	Iteration 35Q: 3 clusters Score -1783947 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1783968.125000 Penalty: 3161.504150
	Iteration 36Q: 3 clusters Score -1783968 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1783997.125000 Penalty: 3161.504150
	Iteration 37Q: 3 clusters Score -1783997 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1784022.875000 Penalty: 3161.504150
	Iteration 38Q: 3 clusters Score -1784023 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1784048.500000 Penalty: 3161.504150
	Iteration 39Q: 3 clusters Score -1784048 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1784072.125000 Penalty: 3161.504150
	Iteration 40F: 3 clusters Score -1784072 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1784086.250000 Penalty: 3161.504150
	Iteration 41Q: 3 clusters Score -1784086 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1784111.625000 Penalty: 3161.504150
	Iteration 42Q: 3 clusters Score -1784112 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1784135.875000 Penalty: 3161.504150
	Iteration 43Q: 3 clusters Score -1784136 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1784160.375000 Penalty: 3161.504150
	Iteration 44Q: 3 clusters Score -1784160 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1784185.750000 Penalty: 3161.504150
	Iteration 45Q: 3 clusters Score -1784186 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1784209.875000 Penalty: 3161.504150
	Iteration 46Q: 3 clusters Score -1784210 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1784229.875000 Penalty: 3161.504150
	Iteration 47Q: 3 clusters Score -1784230 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1784244.625000 Penalty: 3161.504150
	Iteration 48Q: 3 clusters Score -1784245 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1784265.500000 Penalty: 3161.504150
	Iteration 49Q: 3 clusters Score -1784266 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1784279.375000 Penalty: 3161.504150
	Iteration 50Q: 3 clusters Score -1784279 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1784289.375000 Penalty: 3161.504150
	Iteration 51Q: 3 clusters Score -1784289 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1784302.500000 Penalty: 3161.504150
	Iteration 52Q: 3 clusters Score -1784302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1784314.500000 Penalty: 3161.504150
	Iteration 53Q: 3 clusters Score -1784314 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1784332.500000 Penalty: 3161.504150
	Iteration 54Q: 3 clusters Score -1784332 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1784348.500000 Penalty: 3161.504150
	Iteration 55Q: 3 clusters Score -1784348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1784366.250000 Penalty: 3161.504150
	Iteration 56Q: 3 clusters Score -1784366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1784377.625000 Penalty: 3161.504150
	Iteration 57Q: 3 clusters Score -1784378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1784384.000000 Penalty: 3161.504150
	Iteration 58Q: 3 clusters Score -1784384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1784384.625000 Penalty: 3161.504150
	Iteration 59Q: 3 clusters Score -1784385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1784388.250000 Penalty: 3161.504150
	Iteration 60F: 3 clusters Score -1784388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1784392.250000 Penalty: 3161.504150
	Iteration 61Q: 3 clusters Score -1784392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1784393.500000 Penalty: 3161.504150
	Iteration 62Q: 3 clusters Score -1784394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1784395.000000 Penalty: 3161.504150
	Iteration 63Q: 3 clusters Score -1784395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1784397.750000 Penalty: 3161.504150
	Iteration 64Q: 3 clusters Score -1784398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1784399.875000 Penalty: 3161.504150
	Iteration 65Q: 3 clusters Score -1784400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1784402.875000 Penalty: 3161.504150
	Iteration 66Q: 3 clusters Score -1784403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1784401.125000 Penalty: 3161.504150
	Iteration 67Q: 3 clusters Score -1784401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1784401.625000 Penalty: 3161.504150
	Iteration 68Q: 3 clusters Score -1784402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1784401.750000 Penalty: 3161.504150
	Iteration 69Q: 3 clusters Score -1784402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1784401.625000 Penalty: 3161.504150
	Iteration 70Q: 3 clusters Score -1784402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1784401.250000 Penalty: 3161.504150
	Iteration 71Q: 3 clusters Score -1784401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1784401.250000 Penalty: 3161.504150
	Iteration 72F: 3 clusters Score -1784401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Entering Unmasked Estep 
Score: -543289.937500 Penalty: 1389.947754
	Iteration 0F: 2 clusters Score -543289.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -539164.750000 Penalty: 2779.895508
	Iteration 0F: 3 clusters Score -539164.8 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -540361.562500 Penalty: 2779.895508
	Iteration 1F: 3 clusters Score -540361.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -540567.687500 Penalty: 2779.895508
	Iteration 2F: 3 clusters Score -540567.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -540694.000000 Penalty: 2779.895508
	Iteration 3F: 3 clusters Score -540694 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -540803.562500 Penalty: 2779.895508
	Iteration 4Q: 3 clusters Score -540803.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -540897.750000 Penalty: 2779.895508
	Iteration 5Q: 3 clusters Score -540897.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -540987.125000 Penalty: 2779.895508
	Iteration 6Q: 3 clusters Score -540987.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -541071.125000 Penalty: 2779.895508
	Iteration 7Q: 3 clusters Score -541071.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -541164.562500 Penalty: 2779.895508
	Iteration 8Q: 3 clusters Score -541164.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -541266.500000 Penalty: 2779.895508
	Iteration 9Q: 3 clusters Score -541266.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -541371.437500 Penalty: 2779.895508
	Iteration 10Q: 3 clusters Score -541371.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -541479.687500 Penalty: 2779.895508
	Iteration 11Q: 3 clusters Score -541479.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -541587.562500 Penalty: 2779.895508
	Iteration 12Q: 3 clusters Score -541587.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -541684.875000 Penalty: 2779.895508
	Iteration 13Q: 3 clusters Score -541684.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -541753.875000 Penalty: 2779.895508
	Iteration 14Q: 3 clusters Score -541753.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -541821.625000 Penalty: 2779.895508
	Iteration 15Q: 3 clusters Score -541821.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -541868.312500 Penalty: 2779.895508
	Iteration 16Q: 3 clusters Score -541868.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -541901.812500 Penalty: 2779.895508
	Iteration 17Q: 3 clusters Score -541901.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -541925.562500 Penalty: 2779.895508
	Iteration 18Q: 3 clusters Score -541925.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -541954.812500 Penalty: 2779.895508
	Iteration 19Q: 3 clusters Score -541954.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -541982.437500 Penalty: 2779.895508
	Iteration 20F: 3 clusters Score -541982.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -542002.187500 Penalty: 2779.895508
	Iteration 21Q: 3 clusters Score -542002.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -542021.625000 Penalty: 2779.895508
	Iteration 22Q: 3 clusters Score -542021.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -542036.187500 Penalty: 2779.895508
	Iteration 23Q: 3 clusters Score -542036.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -542044.500000 Penalty: 2779.895508
	Iteration 24Q: 3 clusters Score -542044.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -542056.437500 Penalty: 2779.895508
	Iteration 25Q: 3 clusters Score -542056.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -542061.562500 Penalty: 2779.895508
	Iteration 26Q: 3 clusters Score -542061.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -542067.187500 Penalty: 2779.895508
	Iteration 27Q: 3 clusters Score -542067.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -542074.000000 Penalty: 2779.895508
	Iteration 28Q: 3 clusters Score -542074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -542079.500000 Penalty: 2779.895508
	Iteration 29Q: 3 clusters Score -542079.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -542086.312500 Penalty: 2779.895508
	Iteration 30Q: 3 clusters Score -542086.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -542091.937500 Penalty: 2779.895508
	Iteration 31Q: 3 clusters Score -542091.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -542097.687500 Penalty: 2779.895508
	Iteration 32Q: 3 clusters Score -542097.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -542103.375000 Penalty: 2779.895508
	Iteration 33Q: 3 clusters Score -542103.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -542105.750000 Penalty: 2779.895508
	Iteration 34Q: 3 clusters Score -542105.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -542108.187500 Penalty: 2779.895508
	Iteration 35Q: 3 clusters Score -542108.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -542109.250000 Penalty: 2779.895508
	Iteration 36Q: 3 clusters Score -542109.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -542111.625000 Penalty: 2779.895508
	Iteration 37Q: 3 clusters Score -542111.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -542113.375000 Penalty: 2779.895508
	Iteration 38Q: 3 clusters Score -542113.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -542116.312500 Penalty: 2779.895508
	Iteration 39Q: 3 clusters Score -542116.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -542117.375000 Penalty: 2779.895508
	Iteration 40F: 3 clusters Score -542117.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -542116.812500 Penalty: 2779.895508
	Iteration 41Q: 3 clusters Score -542116.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -542116.812500 Penalty: 2779.895508
	Iteration 42F: 3 clusters Score -542116.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Entering Unmasked Estep 
Score: -2351136.500000 Penalty: 1628.167358
	Iteration 0F: 2 clusters Score -2351136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2335935.000000 Penalty: 3256.334717
	Iteration 0F: 3 clusters Score -2335935 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2341417.500000 Penalty: 3256.334717
	Iteration 1F: 3 clusters Score -2341418 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2341838.000000 Penalty: 3256.334717
	Iteration 2F: 3 clusters Score -2341838 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2342247.000000 Penalty: 3256.334717
	Iteration 3Q: 3 clusters Score -2342247 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2342727.750000 Penalty: 3256.334717
	Iteration 4Q: 3 clusters Score -2342728 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2343263.000000 Penalty: 3256.334717
	Iteration 5F: 3 clusters Score -2343263 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2343861.000000 Penalty: 3256.334717
	Iteration 6F: 3 clusters Score -2343861 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2344553.500000 Penalty: 3256.334717
	Iteration 7F: 3 clusters Score -2344554 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2345349.250000 Penalty: 3256.334717
	Iteration 8F: 3 clusters Score -2345349 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2346294.750000 Penalty: 3256.334717
	Iteration 9F: 3 clusters Score -2346295 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2347285.500000 Penalty: 3256.334717
	Iteration 10F: 3 clusters Score -2347286 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2348087.000000 Penalty: 3256.334717
	Iteration 11Q: 3 clusters Score -2348087 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2348607.000000 Penalty: 3256.334717
	Iteration 12Q: 3 clusters Score -2348607 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2348983.000000 Penalty: 3256.334717
	Iteration 13Q: 3 clusters Score -2348983 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2349256.750000 Penalty: 3256.334717
	Iteration 14Q: 3 clusters Score -2349257 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2349398.500000 Penalty: 3256.334717
	Iteration 15Q: 3 clusters Score -2349398 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2349494.000000 Penalty: 3256.334717
	Iteration 16Q: 3 clusters Score -2349494 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2349565.000000 Penalty: 3256.334717
	Iteration 17Q: 3 clusters Score -2349565 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2349629.500000 Penalty: 3256.334717
	Iteration 18Q: 3 clusters Score -2349630 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2349673.750000 Penalty: 3256.334717
	Iteration 19Q: 3 clusters Score -2349674 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2349699.750000 Penalty: 3256.334717
	Iteration 20F: 3 clusters Score -2349700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2349722.000000 Penalty: 3256.334717
	Iteration 21Q: 3 clusters Score -2349722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2349741.000000 Penalty: 3256.334717
	Iteration 22Q: 3 clusters Score -2349741 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2349759.500000 Penalty: 3256.334717
	Iteration 23Q: 3 clusters Score -2349760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2349769.750000 Penalty: 3256.334717
	Iteration 24Q: 3 clusters Score -2349770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2349783.750000 Penalty: 3256.334717
	Iteration 25Q: 3 clusters Score -2349784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2349794.250000 Penalty: 3256.334717
	Iteration 26Q: 3 clusters Score -2349794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2349802.750000 Penalty: 3256.334717
	Iteration 27Q: 3 clusters Score -2349803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2349806.750000 Penalty: 3256.334717
	Iteration 28Q: 3 clusters Score -2349807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2349808.750000 Penalty: 3256.334717
	Iteration 29Q: 3 clusters Score -2349809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2349811.750000 Penalty: 3256.334717
	Iteration 30Q: 3 clusters Score -2349812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2349812.250000 Penalty: 3256.334717
	Iteration 31Q: 3 clusters Score -2349812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2349815.750000 Penalty: 3256.334717
	Iteration 32Q: 3 clusters Score -2349816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2349814.000000 Penalty: 3256.334717
	Iteration 33Q: 3 clusters Score -2349814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2349814.750000 Penalty: 3256.334717
	Iteration 34Q: 3 clusters Score -2349815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2349816.750000 Penalty: 3256.334717
	Iteration 35Q: 3 clusters Score -2349817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2349816.750000 Penalty: 3256.334717
	Iteration 36F: 3 clusters Score -2349817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (128785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128785 members 
Entering Unmasked Estep 
Score: -13825911.000000 Penalty: 1911.958740
	Iteration 0F: 2 clusters Score -1.382591e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64238 members 
Mstep: Class 2 contains 64547 members 
Entering Unmasked Estep 
Score: -13739809.000000 Penalty: 3823.917480
	Iteration 0F: 3 clusters Score -1.373981e+07 nChanged 61766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60690 members 
Mstep: Class 2 contains 68095 members 
Entering Unmasked Estep 
Score: -13776370.000000 Penalty: 3823.917480
	Iteration 1F: 3 clusters Score -1.377637e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58116 members 
Mstep: Class 2 contains 70669 members 
Entering Unmasked Estep 
Score: -13777860.000000 Penalty: 3823.917480
	Iteration 2Q: 3 clusters Score -1.377786e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 74589 members 
Entering Unmasked Estep 
Score: -13780309.000000 Penalty: 3823.917480
	Iteration 3Q: 3 clusters Score -1.378031e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 80270 members 
Entering Unmasked Estep 
Score: -13784400.000000 Penalty: 3823.917480
	Iteration 4F: 3 clusters Score -1.37844e+07 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 87598 members 
Entering Unmasked Estep 
Score: -13790453.000000 Penalty: 3823.917480
	Iteration 5F: 3 clusters Score -1.379045e+07 nChanged 9683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 95835 members 
Entering Unmasked Estep 
Score: -13797333.000000 Penalty: 3823.917480
	Iteration 6F: 3 clusters Score -1.379733e+07 nChanged 8781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 103754 members 
Entering Unmasked Estep 
Score: -13803838.000000 Penalty: 3823.917480
	Iteration 7F: 3 clusters Score -1.380384e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 110751 members 
Entering Unmasked Estep 
Score: -13810113.000000 Penalty: 3823.917480
	Iteration 8F: 3 clusters Score -1.381011e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 116116 members 
Entering Unmasked Estep 
Score: -13815293.000000 Penalty: 3823.917480
	Iteration 9Q: 3 clusters Score -1.381529e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 119705 members 
Entering Unmasked Estep 
Score: -13819169.000000 Penalty: 3823.917480
	Iteration 10Q: 3 clusters Score -1.381917e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 121612 members 
Entering Unmasked Estep 
Score: -13821410.000000 Penalty: 3823.917480
	Iteration 11Q: 3 clusters Score -1.382141e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 122617 members 
Entering Unmasked Estep 
Score: -13822419.000000 Penalty: 3823.917480
	Iteration 12Q: 3 clusters Score -1.382242e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 123313 members 
Entering Unmasked Estep 
Score: -13822926.000000 Penalty: 3823.917480
	Iteration 13Q: 3 clusters Score -1.382293e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 123868 members 
Entering Unmasked Estep 
Score: -13823296.000000 Penalty: 3823.917480
	Iteration 14Q: 3 clusters Score -1.38233e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 124332 members 
Entering Unmasked Estep 
Score: -13823520.000000 Penalty: 3823.917480
	Iteration 15Q: 3 clusters Score -1.382352e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 124737 members 
Entering Unmasked Estep 
Score: -13823751.000000 Penalty: 3823.917480
	Iteration 16Q: 3 clusters Score -1.382375e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 125068 members 
Entering Unmasked Estep 
Score: -13823939.000000 Penalty: 3823.917480
	Iteration 17Q: 3 clusters Score -1.382394e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 125350 members 
Entering Unmasked Estep 
Score: -13824069.000000 Penalty: 3823.917480
	Iteration 18Q: 3 clusters Score -1.382407e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 125574 members 
Entering Unmasked Estep 
Score: -13824172.000000 Penalty: 3823.917480
	Iteration 19Q: 3 clusters Score -1.382417e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 125746 members 
Entering Unmasked Estep 
Score: -13824235.000000 Penalty: 3823.917480
	Iteration 20F: 3 clusters Score -1.382424e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 125885 members 
Entering Unmasked Estep 
Score: -13824286.000000 Penalty: 3823.917480
	Iteration 21Q: 3 clusters Score -1.382429e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 126003 members 
Entering Unmasked Estep 
Score: -13824349.000000 Penalty: 3823.917480
	Iteration 22Q: 3 clusters Score -1.382435e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 126105 members 
Entering Unmasked Estep 
Score: -13824368.000000 Penalty: 3823.917480
	Iteration 23Q: 3 clusters Score -1.382437e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 126208 members 
Entering Unmasked Estep 
Score: -13824366.000000 Penalty: 3823.917480
	Iteration 24Q: 3 clusters Score -1.382437e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 126289 members 
Entering Unmasked Estep 
Score: -13824416.000000 Penalty: 3823.917480
	Iteration 25Q: 3 clusters Score -1.382442e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 126357 members 
Entering Unmasked Estep 
Score: -13824427.000000 Penalty: 3823.917480
	Iteration 26Q: 3 clusters Score -1.382443e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 126415 members 
Entering Unmasked Estep 
Score: -13824440.000000 Penalty: 3823.917480
	Iteration 27Q: 3 clusters Score -1.382444e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 126474 members 
Entering Unmasked Estep 
Score: -13824484.000000 Penalty: 3823.917480
	Iteration 28Q: 3 clusters Score -1.382448e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 126520 members 
Entering Unmasked Estep 
Score: -13824496.000000 Penalty: 3823.917480
	Iteration 29Q: 3 clusters Score -1.38245e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 126567 members 
Entering Unmasked Estep 
Score: -13824506.000000 Penalty: 3823.917480
	Iteration 30Q: 3 clusters Score -1.382451e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 126618 members 
Entering Unmasked Estep 
Score: -13824513.000000 Penalty: 3823.917480
	Iteration 31Q: 3 clusters Score -1.382451e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 126659 members 
Entering Unmasked Estep 
Score: -13824505.000000 Penalty: 3823.917480
	Iteration 32Q: 3 clusters Score -1.38245e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 126700 members 
Entering Unmasked Estep 
Score: -13824504.000000 Penalty: 3823.917480
	Iteration 33Q: 3 clusters Score -1.38245e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 126731 members 
Entering Unmasked Estep 
Score: -13824496.000000 Penalty: 3823.917480
	Iteration 34Q: 3 clusters Score -1.38245e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 126757 members 
Entering Unmasked Estep 
Score: -13824513.000000 Penalty: 3823.917480
	Iteration 35Q: 3 clusters Score -1.382451e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 126777 members 
Entering Unmasked Estep 
Score: -13824522.000000 Penalty: 3823.917480
	Iteration 36Q: 3 clusters Score -1.382452e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 126807 members 
Entering Unmasked Estep 
Score: -13824529.000000 Penalty: 3823.917480
	Iteration 37Q: 3 clusters Score -1.382453e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 126834 members 
Entering Unmasked Estep 
Score: -13824538.000000 Penalty: 3823.917480
	Iteration 38Q: 3 clusters Score -1.382454e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 126858 members 
Entering Unmasked Estep 
Score: -13824549.000000 Penalty: 3823.917480
	Iteration 39Q: 3 clusters Score -1.382455e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 126873 members 
Entering Unmasked Estep 
Score: -13824551.000000 Penalty: 3823.917480
	Iteration 40F: 3 clusters Score -1.382455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 126883 members 
Entering Unmasked Estep 
Score: -13824552.000000 Penalty: 3823.917480
	Iteration 41Q: 3 clusters Score -1.382455e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 126897 members 
Entering Unmasked Estep 
Score: -13824564.000000 Penalty: 3823.917480
	Iteration 42Q: 3 clusters Score -1.382456e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 126911 members 
Entering Unmasked Estep 
Score: -13824569.000000 Penalty: 3823.917480
	Iteration 43Q: 3 clusters Score -1.382457e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 126921 members 
Entering Unmasked Estep 
Score: -13824581.000000 Penalty: 3823.917480
	Iteration 44Q: 3 clusters Score -1.382458e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 126935 members 
Entering Unmasked Estep 
Score: -13824582.000000 Penalty: 3823.917480
	Iteration 45Q: 3 clusters Score -1.382458e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 126947 members 
Entering Unmasked Estep 
Score: -13824599.000000 Penalty: 3823.917480
	Iteration 46Q: 3 clusters Score -1.38246e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 126960 members 
Entering Unmasked Estep 
Score: -13824596.000000 Penalty: 3823.917480
	Iteration 47Q: 3 clusters Score -1.38246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 126977 members 
Entering Unmasked Estep 
Score: -13824611.000000 Penalty: 3823.917480
	Iteration 48Q: 3 clusters Score -1.382461e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 126988 members 
Entering Unmasked Estep 
Score: -13824605.000000 Penalty: 3823.917480
	Iteration 49Q: 3 clusters Score -1.38246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 126995 members 
Entering Unmasked Estep 
Score: -13824605.000000 Penalty: 3823.917480
	Iteration 50Q: 3 clusters Score -1.38246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 127007 members 
Entering Unmasked Estep 
Score: -13824604.000000 Penalty: 3823.917480
	Iteration 51Q: 3 clusters Score -1.38246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 127017 members 
Entering Unmasked Estep 
Score: -13824593.000000 Penalty: 3823.917480
	Iteration 52Q: 3 clusters Score -1.382459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 127024 members 
Entering Unmasked Estep 
Score: -13824593.000000 Penalty: 3823.917480
	Iteration 53Q: 3 clusters Score -1.382459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 127030 members 
Entering Unmasked Estep 
Score: -13824589.000000 Penalty: 3823.917480
	Iteration 54Q: 3 clusters Score -1.382459e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 127038 members 
Entering Unmasked Estep 
Score: -13824595.000000 Penalty: 3823.917480
	Iteration 55Q: 3 clusters Score -1.38246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 127042 members 
Entering Unmasked Estep 
Score: -13824592.000000 Penalty: 3823.917480
	Iteration 56Q: 3 clusters Score -1.382459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 127048 members 
Entering Unmasked Estep 
Score: -13824601.000000 Penalty: 3823.917480
	Iteration 57Q: 3 clusters Score -1.38246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 127052 members 
Entering Unmasked Estep 
Score: -13824594.000000 Penalty: 3823.917480
	Iteration 58Q: 3 clusters Score -1.382459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 127057 members 
Entering Unmasked Estep 
Score: -13824599.000000 Penalty: 3823.917480
	Iteration 59Q: 3 clusters Score -1.38246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 127059 members 
Entering Unmasked Estep 
Score: -13824597.000000 Penalty: 3823.917480
	Iteration 60F: 3 clusters Score -1.38246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 127063 members 
Entering Unmasked Estep 
Score: -13824595.000000 Penalty: 3823.917480
	Iteration 61Q: 3 clusters Score -1.38246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 127064 members 
Entering Unmasked Estep 
Score: -13824599.000000 Penalty: 3823.917480
	Iteration 62Q: 3 clusters Score -1.38246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 127064 members 
Entering Unmasked Estep 
Score: -13824599.000000 Penalty: 3823.917480
	Iteration 63F: 3 clusters Score -1.38246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Entering Unmasked Estep 
Score: -243842.703125 Penalty: 1268.058105
	Iteration 0F: 2 clusters Score -243842.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -241476.609375 Penalty: 2536.116211
	Iteration 0F: 3 clusters Score -241476.6 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -242039.984375 Penalty: 2536.116211
	Iteration 1F: 3 clusters Score -242040 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -242240.890625 Penalty: 2536.116211
	Iteration 2F: 3 clusters Score -242240.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -242387.500000 Penalty: 2536.116211
	Iteration 3F: 3 clusters Score -242387.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -242502.703125 Penalty: 2536.116211
	Iteration 4F: 3 clusters Score -242502.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -242612.265625 Penalty: 2536.116211
	Iteration 5Q: 3 clusters Score -242612.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -242719.625000 Penalty: 2536.116211
	Iteration 6Q: 3 clusters Score -242719.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -242790.500000 Penalty: 2536.116211
	Iteration 7Q: 3 clusters Score -242790.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -242835.765625 Penalty: 2536.116211
	Iteration 8Q: 3 clusters Score -242835.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -242871.156250 Penalty: 2536.116211
	Iteration 9Q: 3 clusters Score -242871.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -242896.968750 Penalty: 2536.116211
	Iteration 10Q: 3 clusters Score -242897 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -242920.171875 Penalty: 2536.116211
	Iteration 11Q: 3 clusters Score -242920.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -242942.281250 Penalty: 2536.116211
	Iteration 12Q: 3 clusters Score -242942.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -242959.796875 Penalty: 2536.116211
	Iteration 13Q: 3 clusters Score -242959.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -242976.875000 Penalty: 2536.116211
	Iteration 14Q: 3 clusters Score -242976.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -242994.156250 Penalty: 2536.116211
	Iteration 15Q: 3 clusters Score -242994.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -243004.968750 Penalty: 2536.116211
	Iteration 16Q: 3 clusters Score -243005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -243016.625000 Penalty: 2536.116211
	Iteration 17Q: 3 clusters Score -243016.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -243022.843750 Penalty: 2536.116211
	Iteration 18Q: 3 clusters Score -243022.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -243030.468750 Penalty: 2536.116211
	Iteration 19Q: 3 clusters Score -243030.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -243035.468750 Penalty: 2536.116211
	Iteration 20F: 3 clusters Score -243035.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -243039.343750 Penalty: 2536.116211
	Iteration 21Q: 3 clusters Score -243039.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -243042.921875 Penalty: 2536.116211
	Iteration 22Q: 3 clusters Score -243042.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -243044.703125 Penalty: 2536.116211
	Iteration 23Q: 3 clusters Score -243044.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -243046.796875 Penalty: 2536.116211
	Iteration 24Q: 3 clusters Score -243046.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -243048.468750 Penalty: 2536.116211
	Iteration 25Q: 3 clusters Score -243048.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -243052.328125 Penalty: 2536.116211
	Iteration 26Q: 3 clusters Score -243052.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -243057.343750 Penalty: 2536.116211
	Iteration 27Q: 3 clusters Score -243057.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -243063.828125 Penalty: 2536.116211
	Iteration 28Q: 3 clusters Score -243063.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -243070.671875 Penalty: 2536.116211
	Iteration 29Q: 3 clusters Score -243070.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -243075.625000 Penalty: 2536.116211
	Iteration 30Q: 3 clusters Score -243075.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -243078.468750 Penalty: 2536.116211
	Iteration 31Q: 3 clusters Score -243078.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -243082.203125 Penalty: 2536.116211
	Iteration 32Q: 3 clusters Score -243082.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -243084.031250 Penalty: 2536.116211
	Iteration 33Q: 3 clusters Score -243084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -243086.687500 Penalty: 2536.116211
	Iteration 34Q: 3 clusters Score -243086.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -243089.781250 Penalty: 2536.116211
	Iteration 35Q: 3 clusters Score -243089.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -243091.265625 Penalty: 2536.116211
	Iteration 36Q: 3 clusters Score -243091.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -243092.828125 Penalty: 2536.116211
	Iteration 37Q: 3 clusters Score -243092.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -243093.156250 Penalty: 2536.116211
	Iteration 38Q: 3 clusters Score -243093.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -243094.609375 Penalty: 2536.116211
	Iteration 39Q: 3 clusters Score -243094.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -243095.171875 Penalty: 2536.116211
	Iteration 40F: 3 clusters Score -243095.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -243095.140625 Penalty: 2536.116211
	Iteration 41Q: 3 clusters Score -243095.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -243095.140625 Penalty: 2536.116211
	Iteration 42F: 3 clusters Score -243095.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Entering Unmasked Estep 
Score: -3324244.750000 Penalty: 1681.671875
	Iteration 0F: 2 clusters Score -3324245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -3303305.000000 Penalty: 3363.343750
	Iteration 0F: 3 clusters Score -3303305 nChanged 14403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -3311489.750000 Penalty: 3363.343750
	Iteration 1F: 3 clusters Score -3311490 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -3312219.000000 Penalty: 3363.343750
	Iteration 2F: 3 clusters Score -3312219 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -3313201.250000 Penalty: 3363.343750
	Iteration 3F: 3 clusters Score -3313201 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -3314467.000000 Penalty: 3363.343750
	Iteration 4F: 3 clusters Score -3314467 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -3315982.250000 Penalty: 3363.343750
	Iteration 5F: 3 clusters Score -3315982 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -3317524.000000 Penalty: 3363.343750
	Iteration 6F: 3 clusters Score -3317524 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -3318910.000000 Penalty: 3363.343750
	Iteration 7F: 3 clusters Score -3318910 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -3320145.250000 Penalty: 3363.343750
	Iteration 8Q: 3 clusters Score -3320145 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -3321055.500000 Penalty: 3363.343750
	Iteration 9Q: 3 clusters Score -3321056 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -3321672.000000 Penalty: 3363.343750
	Iteration 10Q: 3 clusters Score -3321672 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -3322059.250000 Penalty: 3363.343750
	Iteration 11Q: 3 clusters Score -3322059 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -3322283.500000 Penalty: 3363.343750
	Iteration 12Q: 3 clusters Score -3322284 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -3322413.500000 Penalty: 3363.343750
	Iteration 13Q: 3 clusters Score -3322414 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -3322527.000000 Penalty: 3363.343750
	Iteration 14Q: 3 clusters Score -3322527 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -3322599.000000 Penalty: 3363.343750
	Iteration 15Q: 3 clusters Score -3322599 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -3322674.750000 Penalty: 3363.343750
	Iteration 16Q: 3 clusters Score -3322675 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -3322722.250000 Penalty: 3363.343750
	Iteration 17Q: 3 clusters Score -3322722 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -3322743.500000 Penalty: 3363.343750
	Iteration 18Q: 3 clusters Score -3322744 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -3322759.250000 Penalty: 3363.343750
	Iteration 19Q: 3 clusters Score -3322759 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -3322780.000000 Penalty: 3363.343750
	Iteration 20F: 3 clusters Score -3322780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -3322799.000000 Penalty: 3363.343750
	Iteration 21Q: 3 clusters Score -3322799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -3322810.000000 Penalty: 3363.343750
	Iteration 22Q: 3 clusters Score -3322810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -3322811.250000 Penalty: 3363.343750
	Iteration 23Q: 3 clusters Score -3322811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -3322818.250000 Penalty: 3363.343750
	Iteration 24Q: 3 clusters Score -3322818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -3322820.500000 Penalty: 3363.343750
	Iteration 25Q: 3 clusters Score -3322820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -3322826.500000 Penalty: 3363.343750
	Iteration 26Q: 3 clusters Score -3322826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -3322832.750000 Penalty: 3363.343750
	Iteration 27Q: 3 clusters Score -3322833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -3322832.250000 Penalty: 3363.343750
	Iteration 28Q: 3 clusters Score -3322832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -3322831.500000 Penalty: 3363.343750
	Iteration 29Q: 3 clusters Score -3322832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -3322838.000000 Penalty: 3363.343750
	Iteration 30Q: 3 clusters Score -3322838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -3322840.750000 Penalty: 3363.343750
	Iteration 31Q: 3 clusters Score -3322841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -3322839.250000 Penalty: 3363.343750
	Iteration 32Q: 3 clusters Score -3322839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -3322840.000000 Penalty: 3363.343750
	Iteration 33Q: 3 clusters Score -3322840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -3322839.750000 Penalty: 3363.343750
	Iteration 34Q: 3 clusters Score -3322840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -3322840.750000 Penalty: 3363.343750
	Iteration 35Q: 3 clusters Score -3322841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -3322838.750000 Penalty: 3363.343750
	Iteration 36Q: 3 clusters Score -3322839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -3322841.000000 Penalty: 3363.343750
	Iteration 37Q: 3 clusters Score -3322841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -3322837.000000 Penalty: 3363.343750
	Iteration 38Q: 3 clusters Score -3322837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -3322837.000000 Penalty: 3363.343750
	Iteration 39F: 3 clusters Score -3322837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Entering Unmasked Estep 
Score: -1548892.875000 Penalty: 1559.682983
	Iteration 0F: 2 clusters Score -1548893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1538659.625000 Penalty: 3119.365967
	Iteration 0F: 3 clusters Score -1538660 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1542526.875000 Penalty: 3119.365967
	Iteration 1F: 3 clusters Score -1542527 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1543028.500000 Penalty: 3119.365967
	Iteration 2F: 3 clusters Score -1543028 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1543466.250000 Penalty: 3119.365967
	Iteration 3F: 3 clusters Score -1543466 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1543872.875000 Penalty: 3119.365967
	Iteration 4F: 3 clusters Score -1543873 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1544272.375000 Penalty: 3119.365967
	Iteration 5F: 3 clusters Score -1544272 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1544694.500000 Penalty: 3119.365967
	Iteration 6Q: 3 clusters Score -1544694 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1545118.875000 Penalty: 3119.365967
	Iteration 7Q: 3 clusters Score -1545119 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1545541.500000 Penalty: 3119.365967
	Iteration 8Q: 3 clusters Score -1545542 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1545987.500000 Penalty: 3119.365967
	Iteration 9Q: 3 clusters Score -1545988 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1546413.500000 Penalty: 3119.365967
	Iteration 10Q: 3 clusters Score -1546414 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1546734.000000 Penalty: 3119.365967
	Iteration 11Q: 3 clusters Score -1546734 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1547002.875000 Penalty: 3119.365967
	Iteration 12Q: 3 clusters Score -1547003 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1547216.250000 Penalty: 3119.365967
	Iteration 13Q: 3 clusters Score -1547216 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1547369.625000 Penalty: 3119.365967
	Iteration 14Q: 3 clusters Score -1547370 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1547546.000000 Penalty: 3119.365967
	Iteration 15Q: 3 clusters Score -1547546 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1547668.000000 Penalty: 3119.365967
	Iteration 16Q: 3 clusters Score -1547668 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1547738.625000 Penalty: 3119.365967
	Iteration 17Q: 3 clusters Score -1547739 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1547799.750000 Penalty: 3119.365967
	Iteration 18Q: 3 clusters Score -1547800 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1547829.625000 Penalty: 3119.365967
	Iteration 19Q: 3 clusters Score -1547830 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1547852.500000 Penalty: 3119.365967
	Iteration 20F: 3 clusters Score -1547852 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1547874.250000 Penalty: 3119.365967
	Iteration 21Q: 3 clusters Score -1547874 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1547892.000000 Penalty: 3119.365967
	Iteration 22Q: 3 clusters Score -1547892 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1547901.000000 Penalty: 3119.365967
	Iteration 23Q: 3 clusters Score -1547901 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1547907.500000 Penalty: 3119.365967
	Iteration 24Q: 3 clusters Score -1547908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1547911.250000 Penalty: 3119.365967
	Iteration 25Q: 3 clusters Score -1547911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1547916.250000 Penalty: 3119.365967
	Iteration 26Q: 3 clusters Score -1547916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1547916.000000 Penalty: 3119.365967
	Iteration 27Q: 3 clusters Score -1547916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1547916.750000 Penalty: 3119.365967
	Iteration 28Q: 3 clusters Score -1547917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1547914.000000 Penalty: 3119.365967
	Iteration 29Q: 3 clusters Score -1547914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1547916.250000 Penalty: 3119.365967
	Iteration 30Q: 3 clusters Score -1547916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1547916.750000 Penalty: 3119.365967
	Iteration 31Q: 3 clusters Score -1547917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1547916.750000 Penalty: 3119.365967
	Iteration 32F: 3 clusters Score -1547917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Entering Unmasked Estep 
Score: -415843.906250 Penalty: 1348.391235
	Iteration 0F: 2 clusters Score -415843.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -412450.625000 Penalty: 2696.782471
	Iteration 0F: 3 clusters Score -412450.6 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -413356.656250 Penalty: 2696.782471
	Iteration 1F: 3 clusters Score -413356.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -413523.937500 Penalty: 2696.782471
	Iteration 2F: 3 clusters Score -413523.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -413632.031250 Penalty: 2696.782471
	Iteration 3F: 3 clusters Score -413632 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -413707.750000 Penalty: 2696.782471
	Iteration 4Q: 3 clusters Score -413707.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -413771.031250 Penalty: 2696.782471
	Iteration 5Q: 3 clusters Score -413771 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -413813.156250 Penalty: 2696.782471
	Iteration 6Q: 3 clusters Score -413813.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -413845.687500 Penalty: 2696.782471
	Iteration 7Q: 3 clusters Score -413845.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -413885.125000 Penalty: 2696.782471
	Iteration 8Q: 3 clusters Score -413885.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -413918.656250 Penalty: 2696.782471
	Iteration 9Q: 3 clusters Score -413918.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -413948.031250 Penalty: 2696.782471
	Iteration 10Q: 3 clusters Score -413948 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -413965.343750 Penalty: 2696.782471
	Iteration 11Q: 3 clusters Score -413965.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -413977.187500 Penalty: 2696.782471
	Iteration 12Q: 3 clusters Score -413977.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -413990.750000 Penalty: 2696.782471
	Iteration 13Q: 3 clusters Score -413990.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -414010.937500 Penalty: 2696.782471
	Iteration 14Q: 3 clusters Score -414010.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -414029.156250 Penalty: 2696.782471
	Iteration 15Q: 3 clusters Score -414029.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -414053.562500 Penalty: 2696.782471
	Iteration 16Q: 3 clusters Score -414053.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -414072.375000 Penalty: 2696.782471
	Iteration 17Q: 3 clusters Score -414072.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -414093.125000 Penalty: 2696.782471
	Iteration 18Q: 3 clusters Score -414093.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -414112.968750 Penalty: 2696.782471
	Iteration 19Q: 3 clusters Score -414113 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -414130.718750 Penalty: 2696.782471
	Iteration 20F: 3 clusters Score -414130.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -414147.000000 Penalty: 2696.782471
	Iteration 21Q: 3 clusters Score -414147 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -414159.937500 Penalty: 2696.782471
	Iteration 22Q: 3 clusters Score -414159.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -414172.500000 Penalty: 2696.782471
	Iteration 23Q: 3 clusters Score -414172.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -414184.156250 Penalty: 2696.782471
	Iteration 24Q: 3 clusters Score -414184.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -414194.718750 Penalty: 2696.782471
	Iteration 25Q: 3 clusters Score -414194.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -414205.312500 Penalty: 2696.782471
	Iteration 26Q: 3 clusters Score -414205.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -414220.062500 Penalty: 2696.782471
	Iteration 27Q: 3 clusters Score -414220.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -414228.812500 Penalty: 2696.782471
	Iteration 28Q: 3 clusters Score -414228.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -414238.218750 Penalty: 2696.782471
	Iteration 29Q: 3 clusters Score -414238.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -414241.156250 Penalty: 2696.782471
	Iteration 30Q: 3 clusters Score -414241.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -414246.656250 Penalty: 2696.782471
	Iteration 31Q: 3 clusters Score -414246.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -414251.968750 Penalty: 2696.782471
	Iteration 32Q: 3 clusters Score -414252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -414256.687500 Penalty: 2696.782471
	Iteration 33Q: 3 clusters Score -414256.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -414264.406250 Penalty: 2696.782471
	Iteration 34Q: 3 clusters Score -414264.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -414274.468750 Penalty: 2696.782471
	Iteration 35Q: 3 clusters Score -414274.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -414285.625000 Penalty: 2696.782471
	Iteration 36Q: 3 clusters Score -414285.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -414295.843750 Penalty: 2696.782471
	Iteration 37Q: 3 clusters Score -414295.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -414307.375000 Penalty: 2696.782471
	Iteration 38Q: 3 clusters Score -414307.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -414325.156250 Penalty: 2696.782471
	Iteration 39Q: 3 clusters Score -414325.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -414342.406250 Penalty: 2696.782471
	Iteration 40F: 3 clusters Score -414342.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -414357.750000 Penalty: 2696.782471
	Iteration 41Q: 3 clusters Score -414357.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -414369.875000 Penalty: 2696.782471
	Iteration 42Q: 3 clusters Score -414369.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -414378.000000 Penalty: 2696.782471
	Iteration 43Q: 3 clusters Score -414378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -414388.562500 Penalty: 2696.782471
	Iteration 44Q: 3 clusters Score -414388.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -414396.250000 Penalty: 2696.782471
	Iteration 45Q: 3 clusters Score -414396.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -414400.562500 Penalty: 2696.782471
	Iteration 46Q: 3 clusters Score -414400.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -414404.906250 Penalty: 2696.782471
	Iteration 47Q: 3 clusters Score -414404.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -414408.937500 Penalty: 2696.782471
	Iteration 48Q: 3 clusters Score -414408.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -414412.218750 Penalty: 2696.782471
	Iteration 49Q: 3 clusters Score -414412.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -414416.250000 Penalty: 2696.782471
	Iteration 50Q: 3 clusters Score -414416.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -414420.031250 Penalty: 2696.782471
	Iteration 51Q: 3 clusters Score -414420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -414424.593750 Penalty: 2696.782471
	Iteration 52Q: 3 clusters Score -414424.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -414425.812500 Penalty: 2696.782471
	Iteration 53Q: 3 clusters Score -414425.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -414429.156250 Penalty: 2696.782471
	Iteration 54Q: 3 clusters Score -414429.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -414432.187500 Penalty: 2696.782471
	Iteration 55Q: 3 clusters Score -414432.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -414434.812500 Penalty: 2696.782471
	Iteration 56Q: 3 clusters Score -414434.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -414436.750000 Penalty: 2696.782471
	Iteration 57Q: 3 clusters Score -414436.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -414439.750000 Penalty: 2696.782471
	Iteration 58Q: 3 clusters Score -414439.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -414442.281250 Penalty: 2696.782471
	Iteration 59Q: 3 clusters Score -414442.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -414445.375000 Penalty: 2696.782471
	Iteration 60F: 3 clusters Score -414445.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -414446.593750 Penalty: 2696.782471
	Iteration 61Q: 3 clusters Score -414446.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -414446.843750 Penalty: 2696.782471
	Iteration 62Q: 3 clusters Score -414446.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -414447.656250 Penalty: 2696.782471
	Iteration 63Q: 3 clusters Score -414447.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -414448.250000 Penalty: 2696.782471
	Iteration 64Q: 3 clusters Score -414448.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -414448.500000 Penalty: 2696.782471
	Iteration 65Q: 3 clusters Score -414448.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -414448.812500 Penalty: 2696.782471
	Iteration 66Q: 3 clusters Score -414448.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -414448.812500 Penalty: 2696.782471
	Iteration 67F: 3 clusters Score -414448.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Entering Unmasked Estep 
Score: -450497.812500 Penalty: 1360.289307
	Iteration 0F: 2 clusters Score -450497.8 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 2158 members 
Entering Unmasked Estep 
Score: -446934.187500 Penalty: 2720.578613
	Iteration 0F: 3 clusters Score -446934.2 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -447926.718750 Penalty: 2720.578613
	Iteration 1F: 3 clusters Score -447926.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -448076.593750 Penalty: 2720.578613
	Iteration 2F: 3 clusters Score -448076.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -448177.437500 Penalty: 2720.578613
	Iteration 3F: 3 clusters Score -448177.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -448250.187500 Penalty: 2720.578613
	Iteration 4Q: 3 clusters Score -448250.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -448304.656250 Penalty: 2720.578613
	Iteration 5Q: 3 clusters Score -448304.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -448365.218750 Penalty: 2720.578613
	Iteration 6Q: 3 clusters Score -448365.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -448417.062500 Penalty: 2720.578613
	Iteration 7Q: 3 clusters Score -448417.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -448467.375000 Penalty: 2720.578613
	Iteration 8Q: 3 clusters Score -448467.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -448520.156250 Penalty: 2720.578613
	Iteration 9Q: 3 clusters Score -448520.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -448588.687500 Penalty: 2720.578613
	Iteration 10Q: 3 clusters Score -448588.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -448665.125000 Penalty: 2720.578613
	Iteration 11Q: 3 clusters Score -448665.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -448758.218750 Penalty: 2720.578613
	Iteration 12Q: 3 clusters Score -448758.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -448878.031250 Penalty: 2720.578613
	Iteration 13Q: 3 clusters Score -448878 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -448995.781250 Penalty: 2720.578613
	Iteration 14Q: 3 clusters Score -448995.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -449109.718750 Penalty: 2720.578613
	Iteration 15Q: 3 clusters Score -449109.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -449222.750000 Penalty: 2720.578613
	Iteration 16Q: 3 clusters Score -449222.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -449318.125000 Penalty: 2720.578613
	Iteration 17Q: 3 clusters Score -449318.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -449403.593750 Penalty: 2720.578613
	Iteration 18Q: 3 clusters Score -449403.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -449460.718750 Penalty: 2720.578613
	Iteration 19Q: 3 clusters Score -449460.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -449502.500000 Penalty: 2720.578613
	Iteration 20F: 3 clusters Score -449502.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -449520.031250 Penalty: 2720.578613
	Iteration 21Q: 3 clusters Score -449520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -449532.968750 Penalty: 2720.578613
	Iteration 22Q: 3 clusters Score -449533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -449542.218750 Penalty: 2720.578613
	Iteration 23Q: 3 clusters Score -449542.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -449548.312500 Penalty: 2720.578613
	Iteration 24Q: 3 clusters Score -449548.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -449554.093750 Penalty: 2720.578613
	Iteration 25Q: 3 clusters Score -449554.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -449559.968750 Penalty: 2720.578613
	Iteration 26Q: 3 clusters Score -449560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -449566.718750 Penalty: 2720.578613
	Iteration 27Q: 3 clusters Score -449566.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -449569.750000 Penalty: 2720.578613
	Iteration 28Q: 3 clusters Score -449569.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -449573.156250 Penalty: 2720.578613
	Iteration 29Q: 3 clusters Score -449573.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -449575.218750 Penalty: 2720.578613
	Iteration 30Q: 3 clusters Score -449575.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -449575.906250 Penalty: 2720.578613
	Iteration 31Q: 3 clusters Score -449575.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -449577.406250 Penalty: 2720.578613
	Iteration 32Q: 3 clusters Score -449577.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -449576.843750 Penalty: 2720.578613
	Iteration 33Q: 3 clusters Score -449576.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -449578.781250 Penalty: 2720.578613
	Iteration 34Q: 3 clusters Score -449578.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -449578.593750 Penalty: 2720.578613
	Iteration 35Q: 3 clusters Score -449578.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -449578.593750 Penalty: 2720.578613
	Iteration 36F: 3 clusters Score -449578.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Entering Unmasked Estep 
Score: -2594802.750000 Penalty: 1641.816284
	Iteration 0F: 2 clusters Score -2594803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2578458.750000 Penalty: 3283.632568
	Iteration 0F: 3 clusters Score -2578459 nChanged 10940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2584376.750000 Penalty: 3283.632568
	Iteration 1F: 3 clusters Score -2584377 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2584810.250000 Penalty: 3283.632568
	Iteration 2Q: 3 clusters Score -2584810 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2585250.250000 Penalty: 3283.632568
	Iteration 3Q: 3 clusters Score -2585250 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2585803.000000 Penalty: 3283.632568
	Iteration 4Q: 3 clusters Score -2585803 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2586453.000000 Penalty: 3283.632568
	Iteration 5F: 3 clusters Score -2586453 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2587302.250000 Penalty: 3283.632568
	Iteration 6F: 3 clusters Score -2587302 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2588264.000000 Penalty: 3283.632568
	Iteration 7F: 3 clusters Score -2588264 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2589394.500000 Penalty: 3283.632568
	Iteration 8F: 3 clusters Score -2589394 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2590490.000000 Penalty: 3283.632568
	Iteration 9F: 3 clusters Score -2590490 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2591275.250000 Penalty: 3283.632568
	Iteration 10Q: 3 clusters Score -2591275 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2591888.500000 Penalty: 3283.632568
	Iteration 11Q: 3 clusters Score -2591888 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2592326.000000 Penalty: 3283.632568
	Iteration 12Q: 3 clusters Score -2592326 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -2592691.250000 Penalty: 3283.632568
	Iteration 13Q: 3 clusters Score -2592691 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2592978.750000 Penalty: 3283.632568
	Iteration 14Q: 3 clusters Score -2592979 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -2593213.000000 Penalty: 3283.632568
	Iteration 15Q: 3 clusters Score -2593213 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -2593375.250000 Penalty: 3283.632568
	Iteration 16Q: 3 clusters Score -2593375 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -2593493.500000 Penalty: 3283.632568
	Iteration 17Q: 3 clusters Score -2593494 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -2593602.000000 Penalty: 3283.632568
	Iteration 18Q: 3 clusters Score -2593602 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -2593682.000000 Penalty: 3283.632568
	Iteration 19Q: 3 clusters Score -2593682 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -2593745.500000 Penalty: 3283.632568
	Iteration 20F: 3 clusters Score -2593746 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -2593792.500000 Penalty: 3283.632568
	Iteration 21Q: 3 clusters Score -2593792 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -2593822.500000 Penalty: 3283.632568
	Iteration 22Q: 3 clusters Score -2593822 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -2593846.250000 Penalty: 3283.632568
	Iteration 23Q: 3 clusters Score -2593846 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -2593864.000000 Penalty: 3283.632568
	Iteration 24Q: 3 clusters Score -2593864 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -2593883.000000 Penalty: 3283.632568
	Iteration 25Q: 3 clusters Score -2593883 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -2593895.250000 Penalty: 3283.632568
	Iteration 26Q: 3 clusters Score -2593895 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -2593908.750000 Penalty: 3283.632568
	Iteration 27Q: 3 clusters Score -2593909 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -2593910.250000 Penalty: 3283.632568
	Iteration 28Q: 3 clusters Score -2593910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -2593914.750000 Penalty: 3283.632568
	Iteration 29Q: 3 clusters Score -2593915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -2593923.500000 Penalty: 3283.632568
	Iteration 30Q: 3 clusters Score -2593924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -2593931.500000 Penalty: 3283.632568
	Iteration 31Q: 3 clusters Score -2593932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -2593930.000000 Penalty: 3283.632568
	Iteration 32Q: 3 clusters Score -2593930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -2593935.000000 Penalty: 3283.632568
	Iteration 33Q: 3 clusters Score -2593935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -2593939.250000 Penalty: 3283.632568
	Iteration 34Q: 3 clusters Score -2593939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -2593939.250000 Penalty: 3283.632568
	Iteration 35Q: 3 clusters Score -2593939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -2593941.000000 Penalty: 3283.632568
	Iteration 36Q: 3 clusters Score -2593941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -2593943.000000 Penalty: 3283.632568
	Iteration 37Q: 3 clusters Score -2593943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -2593939.750000 Penalty: 3283.632568
	Iteration 38Q: 3 clusters Score -2593940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -2593944.500000 Penalty: 3283.632568
	Iteration 39Q: 3 clusters Score -2593944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -2593945.250000 Penalty: 3283.632568
	Iteration 40F: 3 clusters Score -2593945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -2593940.750000 Penalty: 3283.632568
	Iteration 41Q: 3 clusters Score -2593941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -2593940.000000 Penalty: 3283.632568
	Iteration 42Q: 3 clusters Score -2593940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -2593944.250000 Penalty: 3283.632568
	Iteration 43Q: 3 clusters Score -2593944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -2593943.750000 Penalty: 3283.632568
	Iteration 44Q: 3 clusters Score -2593944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -2593941.750000 Penalty: 3283.632568
	Iteration 45Q: 3 clusters Score -2593942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -2593941.750000 Penalty: 3283.632568
	Iteration 46F: 3 clusters Score -2593942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Entering Unmasked Estep 
Score: -717186.875000 Penalty: 1437.415405
	Iteration 0F: 2 clusters Score -717186.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -711944.000000 Penalty: 2874.830811
	Iteration 0F: 3 clusters Score -711944 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -713628.187500 Penalty: 2874.830811
	Iteration 1F: 3 clusters Score -713628.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -713900.375000 Penalty: 2874.830811
	Iteration 2F: 3 clusters Score -713900.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -714087.187500 Penalty: 2874.830811
	Iteration 3F: 3 clusters Score -714087.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -714252.000000 Penalty: 2874.830811
	Iteration 4Q: 3 clusters Score -714252 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -714423.062500 Penalty: 2874.830811
	Iteration 5Q: 3 clusters Score -714423.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -714603.187500 Penalty: 2874.830811
	Iteration 6Q: 3 clusters Score -714603.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -714759.625000 Penalty: 2874.830811
	Iteration 7Q: 3 clusters Score -714759.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -714936.750000 Penalty: 2874.830811
	Iteration 8Q: 3 clusters Score -714936.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -715115.500000 Penalty: 2874.830811
	Iteration 9Q: 3 clusters Score -715115.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -715266.500000 Penalty: 2874.830811
	Iteration 10Q: 3 clusters Score -715266.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -715397.625000 Penalty: 2874.830811
	Iteration 11Q: 3 clusters Score -715397.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -715506.375000 Penalty: 2874.830811
	Iteration 12Q: 3 clusters Score -715506.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -715589.375000 Penalty: 2874.830811
	Iteration 13Q: 3 clusters Score -715589.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -715652.187500 Penalty: 2874.830811
	Iteration 14Q: 3 clusters Score -715652.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -715719.375000 Penalty: 2874.830811
	Iteration 15Q: 3 clusters Score -715719.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -715776.187500 Penalty: 2874.830811
	Iteration 16Q: 3 clusters Score -715776.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -715815.062500 Penalty: 2874.830811
	Iteration 17Q: 3 clusters Score -715815.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -715833.375000 Penalty: 2874.830811
	Iteration 18Q: 3 clusters Score -715833.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -715844.750000 Penalty: 2874.830811
	Iteration 19Q: 3 clusters Score -715844.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -715851.500000 Penalty: 2874.830811
	Iteration 20F: 3 clusters Score -715851.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -715860.812500 Penalty: 2874.830811
	Iteration 21Q: 3 clusters Score -715860.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -715877.812500 Penalty: 2874.830811
	Iteration 22Q: 3 clusters Score -715877.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -715885.312500 Penalty: 2874.830811
	Iteration 23Q: 3 clusters Score -715885.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -715891.437500 Penalty: 2874.830811
	Iteration 24Q: 3 clusters Score -715891.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -715894.625000 Penalty: 2874.830811
	Iteration 25Q: 3 clusters Score -715894.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -715898.375000 Penalty: 2874.830811
	Iteration 26Q: 3 clusters Score -715898.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -715901.312500 Penalty: 2874.830811
	Iteration 27Q: 3 clusters Score -715901.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -715906.937500 Penalty: 2874.830811
	Iteration 28Q: 3 clusters Score -715906.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -715910.250000 Penalty: 2874.830811
	Iteration 29Q: 3 clusters Score -715910.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -715916.062500 Penalty: 2874.830811
	Iteration 30Q: 3 clusters Score -715916.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -715923.937500 Penalty: 2874.830811
	Iteration 31Q: 3 clusters Score -715923.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -715931.625000 Penalty: 2874.830811
	Iteration 32Q: 3 clusters Score -715931.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -715940.187500 Penalty: 2874.830811
	Iteration 33Q: 3 clusters Score -715940.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -715948.687500 Penalty: 2874.830811
	Iteration 34Q: 3 clusters Score -715948.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -715953.500000 Penalty: 2874.830811
	Iteration 35Q: 3 clusters Score -715953.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -715957.937500 Penalty: 2874.830811
	Iteration 36Q: 3 clusters Score -715957.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -715961.312500 Penalty: 2874.830811
	Iteration 37Q: 3 clusters Score -715961.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -715964.812500 Penalty: 2874.830811
	Iteration 38Q: 3 clusters Score -715964.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -715969.500000 Penalty: 2874.830811
	Iteration 39Q: 3 clusters Score -715969.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -715973.125000 Penalty: 2874.830811
	Iteration 40F: 3 clusters Score -715973.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -715975.125000 Penalty: 2874.830811
	Iteration 41Q: 3 clusters Score -715975.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -715975.125000 Penalty: 2874.830811
	Iteration 42F: 3 clusters Score -715975.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (173120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173120 members 
Entering Unmasked Estep 
Score: -18578750.000000 Penalty: 1960.032715
	Iteration 0F: 2 clusters Score -1.857875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86611 members 
Mstep: Class 2 contains 86509 members 
Entering Unmasked Estep 
Score: -18469856.000000 Penalty: 3920.065430
	Iteration 0F: 3 clusters Score -1.846986e+07 nChanged 83775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88884 members 
Mstep: Class 2 contains 84236 members 
Entering Unmasked Estep 
Score: -18518970.000000 Penalty: 3920.065430
	Iteration 1F: 3 clusters Score -1.851897e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89943 members 
Mstep: Class 2 contains 83177 members 
Entering Unmasked Estep 
Score: -18520222.000000 Penalty: 3920.065430
	Iteration 2Q: 3 clusters Score -1.852022e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91412 members 
Mstep: Class 2 contains 81708 members 
Entering Unmasked Estep 
Score: -18521944.000000 Penalty: 3920.065430
	Iteration 3Q: 3 clusters Score -1.852194e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93330 members 
Mstep: Class 2 contains 79790 members 
Entering Unmasked Estep 
Score: -18524738.000000 Penalty: 3920.065430
	Iteration 4Q: 3 clusters Score -1.852474e+07 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95801 members 
Mstep: Class 2 contains 77319 members 
Entering Unmasked Estep 
Score: -18529002.000000 Penalty: 3920.065430
	Iteration 5Q: 3 clusters Score -1.8529e+07 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98646 members 
Mstep: Class 2 contains 74474 members 
Entering Unmasked Estep 
Score: -18534582.000000 Penalty: 3920.065430
	Iteration 6F: 3 clusters Score -1.853458e+07 nChanged 10332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101364 members 
Mstep: Class 2 contains 71756 members 
Entering Unmasked Estep 
Score: -18541110.000000 Penalty: 3920.065430
	Iteration 7F: 3 clusters Score -1.854111e+07 nChanged 10551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103661 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -18547616.000000 Penalty: 3920.065430
	Iteration 8F: 3 clusters Score -1.854762e+07 nChanged 9421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105278 members 
Mstep: Class 2 contains 67842 members 
Entering Unmasked Estep 
Score: -18552942.000000 Penalty: 3920.065430
	Iteration 9F: 3 clusters Score -1.855294e+07 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106509 members 
Mstep: Class 2 contains 66611 members 
Entering Unmasked Estep 
Score: -18556164.000000 Penalty: 3920.065430
	Iteration 10Q: 3 clusters Score -1.855616e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107644 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -18557882.000000 Penalty: 3920.065430
	Iteration 11Q: 3 clusters Score -1.855788e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109067 members 
Mstep: Class 2 contains 64053 members 
Entering Unmasked Estep 
Score: -18558938.000000 Penalty: 3920.065430
	Iteration 12Q: 3 clusters Score -1.855894e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110915 members 
Mstep: Class 2 contains 62205 members 
Entering Unmasked Estep 
Score: -18559834.000000 Penalty: 3920.065430
	Iteration 13Q: 3 clusters Score -1.855983e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113065 members 
Mstep: Class 2 contains 60055 members 
Entering Unmasked Estep 
Score: -18560686.000000 Penalty: 3920.065430
	Iteration 14Q: 3 clusters Score -1.856069e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115509 members 
Mstep: Class 2 contains 57611 members 
Entering Unmasked Estep 
Score: -18561606.000000 Penalty: 3920.065430
	Iteration 15Q: 3 clusters Score -1.856161e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118232 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -18562730.000000 Penalty: 3920.065430
	Iteration 16Q: 3 clusters Score -1.856273e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121225 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -18563994.000000 Penalty: 3920.065430
	Iteration 17Q: 3 clusters Score -1.856399e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124429 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -18565510.000000 Penalty: 3920.065430
	Iteration 18Q: 3 clusters Score -1.856551e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127749 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -18567162.000000 Penalty: 3920.065430
	Iteration 19Q: 3 clusters Score -1.856716e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131167 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -18568854.000000 Penalty: 3920.065430
	Iteration 20F: 3 clusters Score -1.856885e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134569 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -18570512.000000 Penalty: 3920.065430
	Iteration 21Q: 3 clusters Score -1.857051e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137836 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -18572100.000000 Penalty: 3920.065430
	Iteration 22Q: 3 clusters Score -1.85721e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141013 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -18573490.000000 Penalty: 3920.065430
	Iteration 23Q: 3 clusters Score -1.857349e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144183 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -18574784.000000 Penalty: 3920.065430
	Iteration 24Q: 3 clusters Score -1.857478e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147302 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -18575892.000000 Penalty: 3920.065430
	Iteration 25Q: 3 clusters Score -1.857589e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150355 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -18576718.000000 Penalty: 3920.065430
	Iteration 26Q: 3 clusters Score -1.857672e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153211 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -18577378.000000 Penalty: 3920.065430
	Iteration 27Q: 3 clusters Score -1.857738e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155791 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -18577960.000000 Penalty: 3920.065430
	Iteration 28Q: 3 clusters Score -1.857796e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158268 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -18578152.000000 Penalty: 3920.065430
	Iteration 29Q: 3 clusters Score -1.857815e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160574 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -18578332.000000 Penalty: 3920.065430
	Iteration 30Q: 3 clusters Score -1.857833e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162696 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -18578394.000000 Penalty: 3920.065430
	Iteration 31Q: 3 clusters Score -1.857839e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164649 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -18578276.000000 Penalty: 3920.065430
	Iteration 32Q: 3 clusters Score -1.857828e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166386 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -18578124.000000 Penalty: 3920.065430
	Iteration 33Q: 3 clusters Score -1.857812e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167838 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -18578064.000000 Penalty: 3920.065430
	Iteration 34Q: 3 clusters Score -1.857806e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168989 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -18578054.000000 Penalty: 3920.065430
	Iteration 35Q: 3 clusters Score -1.857805e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169886 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -18577990.000000 Penalty: 3920.065430
	Iteration 36Q: 3 clusters Score -1.857799e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170508 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -18577952.000000 Penalty: 3920.065430
	Iteration 37Q: 3 clusters Score -1.857795e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170949 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -18577870.000000 Penalty: 3920.065430
	Iteration 38Q: 3 clusters Score -1.857787e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171211 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -18577806.000000 Penalty: 3920.065430
	Iteration 39Q: 3 clusters Score -1.857781e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171391 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -18577862.000000 Penalty: 3920.065430
	Iteration 40F: 3 clusters Score -1.857786e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171726 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -18577774.000000 Penalty: 3920.065430
	Iteration 41Q: 3 clusters Score -1.857777e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171949 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -18577670.000000 Penalty: 3920.065430
	Iteration 42Q: 3 clusters Score -1.857767e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172104 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -18577618.000000 Penalty: 3920.065430
	Iteration 43Q: 3 clusters Score -1.857762e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172210 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -18577574.000000 Penalty: 3920.065430
	Iteration 44Q: 3 clusters Score -1.857757e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172290 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -18577578.000000 Penalty: 3920.065430
	Iteration 45Q: 3 clusters Score -1.857758e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172365 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -18577572.000000 Penalty: 3920.065430
	Iteration 46Q: 3 clusters Score -1.857757e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172408 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -18577568.000000 Penalty: 3920.065430
	Iteration 47Q: 3 clusters Score -1.857757e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172444 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -18577542.000000 Penalty: 3920.065430
	Iteration 48Q: 3 clusters Score -1.857754e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172475 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -18577536.000000 Penalty: 3920.065430
	Iteration 49Q: 3 clusters Score -1.857754e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172493 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -18577548.000000 Penalty: 3920.065430
	Iteration 50Q: 3 clusters Score -1.857755e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172508 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -18577548.000000 Penalty: 3920.065430
	Iteration 51Q: 3 clusters Score -1.857755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172516 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -18577562.000000 Penalty: 3920.065430
	Iteration 52Q: 3 clusters Score -1.857756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172520 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -18577546.000000 Penalty: 3920.065430
	Iteration 53Q: 3 clusters Score -1.857755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172523 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -18577544.000000 Penalty: 3920.065430
	Iteration 54Q: 3 clusters Score -1.857754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172528 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -18577542.000000 Penalty: 3920.065430
	Iteration 55Q: 3 clusters Score -1.857754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172535 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -18577544.000000 Penalty: 3920.065430
	Iteration 56Q: 3 clusters Score -1.857754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172538 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -18577542.000000 Penalty: 3920.065430
	Iteration 57Q: 3 clusters Score -1.857754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172544 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -18577532.000000 Penalty: 3920.065430
	Iteration 58Q: 3 clusters Score -1.857753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172548 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -18577544.000000 Penalty: 3920.065430
	Iteration 59Q: 3 clusters Score -1.857754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172555 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -18577532.000000 Penalty: 3920.065430
	Iteration 60F: 3 clusters Score -1.857753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172557 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -18577528.000000 Penalty: 3920.065430
	Iteration 61Q: 3 clusters Score -1.857753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172558 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -18577524.000000 Penalty: 3920.065430
	Iteration 62Q: 3 clusters Score -1.857752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172559 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -18577532.000000 Penalty: 3920.065430
	Iteration 63Q: 3 clusters Score -1.857753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172560 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -18577534.000000 Penalty: 3920.065430
	Iteration 64Q: 3 clusters Score -1.857753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172561 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -18577536.000000 Penalty: 3920.065430
	Iteration 65Q: 3 clusters Score -1.857754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172563 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -18577534.000000 Penalty: 3920.065430
	Iteration 66Q: 3 clusters Score -1.857753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172563 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -18577534.000000 Penalty: 3920.065430
	Iteration 67F: 3 clusters Score -1.857753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Entering Unmasked Estep 
Score: -385367.781250 Penalty: 1354.390747
	Iteration 0F: 2 clusters Score -385367.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -381941.125000 Penalty: 2708.781494
	Iteration 0F: 3 clusters Score -381941.1 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -383021.093750 Penalty: 2708.781494
	Iteration 1F: 3 clusters Score -383021.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -383336.875000 Penalty: 2708.781494
	Iteration 2F: 3 clusters Score -383336.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -383571.312500 Penalty: 2708.781494
	Iteration 3F: 3 clusters Score -383571.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -383756.156250 Penalty: 2708.781494
	Iteration 4F: 3 clusters Score -383756.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -383891.625000 Penalty: 2708.781494
	Iteration 5Q: 3 clusters Score -383891.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -384013.843750 Penalty: 2708.781494
	Iteration 6Q: 3 clusters Score -384013.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -384111.562500 Penalty: 2708.781494
	Iteration 7Q: 3 clusters Score -384111.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -384197.375000 Penalty: 2708.781494
	Iteration 8Q: 3 clusters Score -384197.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -384269.500000 Penalty: 2708.781494
	Iteration 9Q: 3 clusters Score -384269.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -384331.562500 Penalty: 2708.781494
	Iteration 10Q: 3 clusters Score -384331.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -384396.000000 Penalty: 2708.781494
	Iteration 11Q: 3 clusters Score -384396 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -384477.875000 Penalty: 2708.781494
	Iteration 12Q: 3 clusters Score -384477.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -384591.718750 Penalty: 2708.781494
	Iteration 13Q: 3 clusters Score -384591.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -384660.406250 Penalty: 2708.781494
	Iteration 14Q: 3 clusters Score -384660.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -384704.531250 Penalty: 2708.781494
	Iteration 15Q: 3 clusters Score -384704.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -384733.718750 Penalty: 2708.781494
	Iteration 16Q: 3 clusters Score -384733.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -384759.968750 Penalty: 2708.781494
	Iteration 17Q: 3 clusters Score -384760 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -384783.406250 Penalty: 2708.781494
	Iteration 18Q: 3 clusters Score -384783.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -384814.500000 Penalty: 2708.781494
	Iteration 19Q: 3 clusters Score -384814.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -384845.531250 Penalty: 2708.781494
	Iteration 20F: 3 clusters Score -384845.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -384868.187500 Penalty: 2708.781494
	Iteration 21Q: 3 clusters Score -384868.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -384894.343750 Penalty: 2708.781494
	Iteration 22Q: 3 clusters Score -384894.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -384911.156250 Penalty: 2708.781494
	Iteration 23Q: 3 clusters Score -384911.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -384927.031250 Penalty: 2708.781494
	Iteration 24Q: 3 clusters Score -384927 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -384944.218750 Penalty: 2708.781494
	Iteration 25Q: 3 clusters Score -384944.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -384961.281250 Penalty: 2708.781494
	Iteration 26Q: 3 clusters Score -384961.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -384980.531250 Penalty: 2708.781494
	Iteration 27Q: 3 clusters Score -384980.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -384998.468750 Penalty: 2708.781494
	Iteration 28Q: 3 clusters Score -384998.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -385014.687500 Penalty: 2708.781494
	Iteration 29Q: 3 clusters Score -385014.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -385031.437500 Penalty: 2708.781494
	Iteration 30Q: 3 clusters Score -385031.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -385038.250000 Penalty: 2708.781494
	Iteration 31Q: 3 clusters Score -385038.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -385044.937500 Penalty: 2708.781494
	Iteration 32Q: 3 clusters Score -385044.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -385049.250000 Penalty: 2708.781494
	Iteration 33Q: 3 clusters Score -385049.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -385054.125000 Penalty: 2708.781494
	Iteration 34Q: 3 clusters Score -385054.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -385059.250000 Penalty: 2708.781494
	Iteration 35Q: 3 clusters Score -385059.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -385061.875000 Penalty: 2708.781494
	Iteration 36Q: 3 clusters Score -385061.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -385064.031250 Penalty: 2708.781494
	Iteration 37Q: 3 clusters Score -385064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -385066.906250 Penalty: 2708.781494
	Iteration 38Q: 3 clusters Score -385066.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -385070.000000 Penalty: 2708.781494
	Iteration 39Q: 3 clusters Score -385070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -385071.343750 Penalty: 2708.781494
	Iteration 40F: 3 clusters Score -385071.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -385073.218750 Penalty: 2708.781494
	Iteration 41Q: 3 clusters Score -385073.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -385073.750000 Penalty: 2708.781494
	Iteration 42Q: 3 clusters Score -385073.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -385077.281250 Penalty: 2708.781494
	Iteration 43Q: 3 clusters Score -385077.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -385081.750000 Penalty: 2708.781494
	Iteration 44Q: 3 clusters Score -385081.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -385087.156250 Penalty: 2708.781494
	Iteration 45Q: 3 clusters Score -385087.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -385090.781250 Penalty: 2708.781494
	Iteration 46Q: 3 clusters Score -385090.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -385092.250000 Penalty: 2708.781494
	Iteration 47Q: 3 clusters Score -385092.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -385094.906250 Penalty: 2708.781494
	Iteration 48Q: 3 clusters Score -385094.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -385098.531250 Penalty: 2708.781494
	Iteration 49Q: 3 clusters Score -385098.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -385101.843750 Penalty: 2708.781494
	Iteration 50Q: 3 clusters Score -385101.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -385103.531250 Penalty: 2708.781494
	Iteration 51Q: 3 clusters Score -385103.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -385107.187500 Penalty: 2708.781494
	Iteration 52Q: 3 clusters Score -385107.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -385110.093750 Penalty: 2708.781494
	Iteration 53Q: 3 clusters Score -385110.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -385112.281250 Penalty: 2708.781494
	Iteration 54Q: 3 clusters Score -385112.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -385118.687500 Penalty: 2708.781494
	Iteration 55Q: 3 clusters Score -385118.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -385125.000000 Penalty: 2708.781494
	Iteration 56Q: 3 clusters Score -385125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -385126.468750 Penalty: 2708.781494
	Iteration 57Q: 3 clusters Score -385126.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -385126.593750 Penalty: 2708.781494
	Iteration 58Q: 3 clusters Score -385126.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -385126.812500 Penalty: 2708.781494
	Iteration 59Q: 3 clusters Score -385126.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -385128.750000 Penalty: 2708.781494
	Iteration 60F: 3 clusters Score -385128.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -385129.250000 Penalty: 2708.781494
	Iteration 61Q: 3 clusters Score -385129.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -385128.937500 Penalty: 2708.781494
	Iteration 62Q: 3 clusters Score -385128.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -385130.062500 Penalty: 2708.781494
	Iteration 63Q: 3 clusters Score -385130.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -385130.062500 Penalty: 2708.781494
	Iteration 64F: 3 clusters Score -385130.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (39617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Entering Unmasked Estep 
Score: -3888308.500000 Penalty: 1720.389648
	Iteration 0F: 2 clusters Score -3888308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -3861688.500000 Penalty: 3440.779297
	Iteration 0F: 3 clusters Score -3861688 nChanged 18357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -3871982.000000 Penalty: 3440.779297
	Iteration 1F: 3 clusters Score -3871982 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -3872708.000000 Penalty: 3440.779297
	Iteration 2Q: 3 clusters Score -3872708 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -3873553.750000 Penalty: 3440.779297
	Iteration 3Q: 3 clusters Score -3873554 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -3874415.500000 Penalty: 3440.779297
	Iteration 4Q: 3 clusters Score -3874416 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -3875456.000000 Penalty: 3440.779297
	Iteration 5F: 3 clusters Score -3875456 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -3876451.750000 Penalty: 3440.779297
	Iteration 6F: 3 clusters Score -3876452 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -3877368.750000 Penalty: 3440.779297
	Iteration 7F: 3 clusters Score -3877369 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -3878230.750000 Penalty: 3440.779297
	Iteration 8Q: 3 clusters Score -3878231 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -3878967.500000 Penalty: 3440.779297
	Iteration 9Q: 3 clusters Score -3878968 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -3879611.250000 Penalty: 3440.779297
	Iteration 10Q: 3 clusters Score -3879611 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -3880229.000000 Penalty: 3440.779297
	Iteration 11Q: 3 clusters Score -3880229 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -3880815.250000 Penalty: 3440.779297
	Iteration 12Q: 3 clusters Score -3880815 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -3881485.500000 Penalty: 3440.779297
	Iteration 13Q: 3 clusters Score -3881486 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -3882207.500000 Penalty: 3440.779297
	Iteration 14Q: 3 clusters Score -3882208 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -3882961.500000 Penalty: 3440.779297
	Iteration 15Q: 3 clusters Score -3882962 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -3883679.750000 Penalty: 3440.779297
	Iteration 16Q: 3 clusters Score -3883680 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -3884314.750000 Penalty: 3440.779297
	Iteration 17Q: 3 clusters Score -3884315 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -3884878.000000 Penalty: 3440.779297
	Iteration 18Q: 3 clusters Score -3884878 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -3885339.250000 Penalty: 3440.779297
	Iteration 19Q: 3 clusters Score -3885339 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -3885754.000000 Penalty: 3440.779297
	Iteration 20F: 3 clusters Score -3885754 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -3886029.750000 Penalty: 3440.779297
	Iteration 21Q: 3 clusters Score -3886030 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3886252.000000 Penalty: 3440.779297
	Iteration 22Q: 3 clusters Score -3886252 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3886444.500000 Penalty: 3440.779297
	Iteration 23Q: 3 clusters Score -3886444 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3886595.500000 Penalty: 3440.779297
	Iteration 24Q: 3 clusters Score -3886596 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3886741.750000 Penalty: 3440.779297
	Iteration 25Q: 3 clusters Score -3886742 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3886856.000000 Penalty: 3440.779297
	Iteration 26Q: 3 clusters Score -3886856 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3886974.500000 Penalty: 3440.779297
	Iteration 27Q: 3 clusters Score -3886974 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3887051.750000 Penalty: 3440.779297
	Iteration 28Q: 3 clusters Score -3887052 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3887145.750000 Penalty: 3440.779297
	Iteration 29Q: 3 clusters Score -3887146 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3887207.250000 Penalty: 3440.779297
	Iteration 30Q: 3 clusters Score -3887207 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3887268.250000 Penalty: 3440.779297
	Iteration 31Q: 3 clusters Score -3887268 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3887315.250000 Penalty: 3440.779297
	Iteration 32Q: 3 clusters Score -3887315 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3887346.500000 Penalty: 3440.779297
	Iteration 33Q: 3 clusters Score -3887346 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3887372.750000 Penalty: 3440.779297
	Iteration 34Q: 3 clusters Score -3887373 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3887396.500000 Penalty: 3440.779297
	Iteration 35Q: 3 clusters Score -3887396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3887415.250000 Penalty: 3440.779297
	Iteration 36Q: 3 clusters Score -3887415 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3887438.750000 Penalty: 3440.779297
	Iteration 37Q: 3 clusters Score -3887439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3887442.250000 Penalty: 3440.779297
	Iteration 38Q: 3 clusters Score -3887442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3887453.000000 Penalty: 3440.779297
	Iteration 39Q: 3 clusters Score -3887453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3887499.750000 Penalty: 3440.779297
	Iteration 40F: 3 clusters Score -3887500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3887544.250000 Penalty: 3440.779297
	Iteration 41Q: 3 clusters Score -3887544 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3887599.750000 Penalty: 3440.779297
	Iteration 42Q: 3 clusters Score -3887600 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3887639.500000 Penalty: 3440.779297
	Iteration 43Q: 3 clusters Score -3887640 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3887666.250000 Penalty: 3440.779297
	Iteration 44Q: 3 clusters Score -3887666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3887687.000000 Penalty: 3440.779297
	Iteration 45Q: 3 clusters Score -3887687 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3887696.750000 Penalty: 3440.779297
	Iteration 46Q: 3 clusters Score -3887697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3887707.750000 Penalty: 3440.779297
	Iteration 47Q: 3 clusters Score -3887708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3887719.750000 Penalty: 3440.779297
	Iteration 48Q: 3 clusters Score -3887720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3887733.750000 Penalty: 3440.779297
	Iteration 49Q: 3 clusters Score -3887734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3887747.000000 Penalty: 3440.779297
	Iteration 50Q: 3 clusters Score -3887747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3887756.000000 Penalty: 3440.779297
	Iteration 51Q: 3 clusters Score -3887756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3887770.750000 Penalty: 3440.779297
	Iteration 52Q: 3 clusters Score -3887771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3887777.750000 Penalty: 3440.779297
	Iteration 53Q: 3 clusters Score -3887778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3887779.750000 Penalty: 3440.779297
	Iteration 54Q: 3 clusters Score -3887780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3887787.000000 Penalty: 3440.779297
	Iteration 55Q: 3 clusters Score -3887787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3887789.500000 Penalty: 3440.779297
	Iteration 56Q: 3 clusters Score -3887790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3887791.750000 Penalty: 3440.779297
	Iteration 57Q: 3 clusters Score -3887792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3887792.500000 Penalty: 3440.779297
	Iteration 58Q: 3 clusters Score -3887792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3887794.000000 Penalty: 3440.779297
	Iteration 59Q: 3 clusters Score -3887794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3887797.750000 Penalty: 3440.779297
	Iteration 60F: 3 clusters Score -3887798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3887804.750000 Penalty: 3440.779297
	Iteration 61Q: 3 clusters Score -3887805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3887801.250000 Penalty: 3440.779297
	Iteration 62Q: 3 clusters Score -3887801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3887803.500000 Penalty: 3440.779297
	Iteration 63Q: 3 clusters Score -3887804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3887805.000000 Penalty: 3440.779297
	Iteration 64Q: 3 clusters Score -3887805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3887807.750000 Penalty: 3440.779297
	Iteration 65Q: 3 clusters Score -3887808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3887804.750000 Penalty: 3440.779297
	Iteration 66Q: 3 clusters Score -3887805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3887810.250000 Penalty: 3440.779297
	Iteration 67Q: 3 clusters Score -3887810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3887810.250000 Penalty: 3440.779297
	Iteration 68F: 3 clusters Score -3887810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -111858.570312 Penalty: 1149.268555
	Iteration 0F: 2 clusters Score -111858.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -110309.718750 Penalty: 2298.537109
	Iteration 0F: 3 clusters Score -110309.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -110695.351562 Penalty: 2298.537109
	Iteration 1F: 3 clusters Score -110695.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -110962.312500 Penalty: 2298.537109
	Iteration 2F: 3 clusters Score -110962.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -111235.984375 Penalty: 2298.537109
	Iteration 3F: 3 clusters Score -111236 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -111380.429688 Penalty: 2298.537109
	Iteration 4F: 3 clusters Score -111380.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -111483.828125 Penalty: 2298.537109
	Iteration 5F: 3 clusters Score -111483.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -111563.976562 Penalty: 2298.537109
	Iteration 6Q: 3 clusters Score -111564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -111601.960938 Penalty: 2298.537109
	Iteration 7Q: 3 clusters Score -111602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -111647.585938 Penalty: 2298.537109
	Iteration 8Q: 3 clusters Score -111647.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -111711.093750 Penalty: 2298.537109
	Iteration 9Q: 3 clusters Score -111711.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -111746.765625 Penalty: 2298.537109
	Iteration 10Q: 3 clusters Score -111746.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -111768.773438 Penalty: 2298.537109
	Iteration 11Q: 3 clusters Score -111768.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -111780.148438 Penalty: 2298.537109
	Iteration 12Q: 3 clusters Score -111780.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -111793.570312 Penalty: 2298.537109
	Iteration 13Q: 3 clusters Score -111793.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -111807.164062 Penalty: 2298.537109
	Iteration 14Q: 3 clusters Score -111807.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -111814.234375 Penalty: 2298.537109
	Iteration 15Q: 3 clusters Score -111814.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -111820.101562 Penalty: 2298.537109
	Iteration 16Q: 3 clusters Score -111820.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -111823.679688 Penalty: 2298.537109
	Iteration 17Q: 3 clusters Score -111823.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -111833.773438 Penalty: 2298.537109
	Iteration 18Q: 3 clusters Score -111833.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -111848.742188 Penalty: 2298.537109
	Iteration 19Q: 3 clusters Score -111848.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -111863.867188 Penalty: 2298.537109
	Iteration 20F: 3 clusters Score -111863.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -111886.062500 Penalty: 2298.537109
	Iteration 21Q: 3 clusters Score -111886.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -111923.945312 Penalty: 2298.537109
	Iteration 22Q: 3 clusters Score -111923.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -111987.921875 Penalty: 2298.537109
	Iteration 23Q: 3 clusters Score -111987.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -112099.390625 Penalty: 2298.537109
	Iteration 24Q: 3 clusters Score -112099.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -112189.843750 Penalty: 2298.537109
	Iteration 25Q: 3 clusters Score -112189.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -112251.179688 Penalty: 2298.537109
	Iteration 26Q: 3 clusters Score -112251.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -112280.679688 Penalty: 2298.537109
	Iteration 27Q: 3 clusters Score -112280.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -112287.343750 Penalty: 2298.537109
	Iteration 28Q: 3 clusters Score -112287.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -112290.976562 Penalty: 2298.537109
	Iteration 29Q: 3 clusters Score -112291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -112292.500000 Penalty: 2298.537109
	Iteration 30Q: 3 clusters Score -112292.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -112292.500000 Penalty: 2298.537109
	Iteration 31F: 3 clusters Score -112292.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 9870 members 
Mstep: Class 5 contains 17058 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 30555 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 2564 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 5185 members 
Mstep: Class 17 contains 22460 members 
Mstep: Class 18 contains 128785 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 4320 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 6944 members 
Mstep: Class 26 contains 173120 members 
Mstep: Class 27 contains 4166 members 
Mstep: Class 28 contains 39617 members 
Mstep: Class 29 contains 497 members 
Mstep: Class 30 contains 2195 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12680 members 
Mstep: Class 34 contains 1323 members 
Mstep: Class 35 contains 682 members 
Entering Unmasked Estep 
Score: -65951800.000000 Penalty: 76049.578125
Splitting cluster 29 changes total score from -65952432.000000 to -65951800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (2195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Entering Unmasked Estep 
Score: -226226.812500 Penalty: 1250.264771
	Iteration 0F: 2 clusters Score -226226.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -224040.859375 Penalty: 2500.529541
	Iteration 0F: 3 clusters Score -224040.9 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -224593.687500 Penalty: 2500.529541
	Iteration 1F: 3 clusters Score -224593.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -224739.296875 Penalty: 2500.529541
	Iteration 2F: 3 clusters Score -224739.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -224844.796875 Penalty: 2500.529541
	Iteration 3F: 3 clusters Score -224844.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -224932.250000 Penalty: 2500.529541
	Iteration 4Q: 3 clusters Score -224932.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -225010.125000 Penalty: 2500.529541
	Iteration 5Q: 3 clusters Score -225010.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -225089.046875 Penalty: 2500.529541
	Iteration 6Q: 3 clusters Score -225089 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -225184.796875 Penalty: 2500.529541
	Iteration 7Q: 3 clusters Score -225184.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -225262.015625 Penalty: 2500.529541
	Iteration 8Q: 3 clusters Score -225262 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -225318.859375 Penalty: 2500.529541
	Iteration 9Q: 3 clusters Score -225318.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -225346.437500 Penalty: 2500.529541
	Iteration 10Q: 3 clusters Score -225346.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -225360.734375 Penalty: 2500.529541
	Iteration 11Q: 3 clusters Score -225360.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -225368.109375 Penalty: 2500.529541
	Iteration 12Q: 3 clusters Score -225368.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -225371.265625 Penalty: 2500.529541
	Iteration 13Q: 3 clusters Score -225371.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -225375.656250 Penalty: 2500.529541
	Iteration 14Q: 3 clusters Score -225375.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -225377.703125 Penalty: 2500.529541
	Iteration 15Q: 3 clusters Score -225377.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -225379.656250 Penalty: 2500.529541
	Iteration 16Q: 3 clusters Score -225379.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -225380.984375 Penalty: 2500.529541
	Iteration 17Q: 3 clusters Score -225381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -225381.562500 Penalty: 2500.529541
	Iteration 18Q: 3 clusters Score -225381.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -225382.828125 Penalty: 2500.529541
	Iteration 19Q: 3 clusters Score -225382.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -225385.359375 Penalty: 2500.529541
	Iteration 20F: 3 clusters Score -225385.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -225386.000000 Penalty: 2500.529541
	Iteration 21Q: 3 clusters Score -225386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -225385.984375 Penalty: 2500.529541
	Iteration 22Q: 3 clusters Score -225386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -225385.984375 Penalty: 2500.529541
	Iteration 23F: 3 clusters Score -225386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Entering Unmasked Estep 
Score: -306379.875000 Penalty: 1298.083130
	Iteration 0F: 2 clusters Score -306379.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -303709.375000 Penalty: 2596.166260
	Iteration 0F: 3 clusters Score -303709.4 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -304330.156250 Penalty: 2596.166260
	Iteration 1F: 3 clusters Score -304330.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -304491.187500 Penalty: 2596.166260
	Iteration 2F: 3 clusters Score -304491.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -304636.750000 Penalty: 2596.166260
	Iteration 3F: 3 clusters Score -304636.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -304725.781250 Penalty: 2596.166260
	Iteration 4Q: 3 clusters Score -304725.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -304805.062500 Penalty: 2596.166260
	Iteration 5Q: 3 clusters Score -304805.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -304882.750000 Penalty: 2596.166260
	Iteration 6Q: 3 clusters Score -304882.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -304954.625000 Penalty: 2596.166260
	Iteration 7Q: 3 clusters Score -304954.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -305023.000000 Penalty: 2596.166260
	Iteration 8Q: 3 clusters Score -305023 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -305094.625000 Penalty: 2596.166260
	Iteration 9Q: 3 clusters Score -305094.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -305161.937500 Penalty: 2596.166260
	Iteration 10Q: 3 clusters Score -305161.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -305222.875000 Penalty: 2596.166260
	Iteration 11Q: 3 clusters Score -305222.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -305265.281250 Penalty: 2596.166260
	Iteration 12Q: 3 clusters Score -305265.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -305294.906250 Penalty: 2596.166260
	Iteration 13Q: 3 clusters Score -305294.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -305320.937500 Penalty: 2596.166260
	Iteration 14Q: 3 clusters Score -305320.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -305344.906250 Penalty: 2596.166260
	Iteration 15Q: 3 clusters Score -305344.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -305362.406250 Penalty: 2596.166260
	Iteration 16Q: 3 clusters Score -305362.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -305376.750000 Penalty: 2596.166260
	Iteration 17Q: 3 clusters Score -305376.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -305387.937500 Penalty: 2596.166260
	Iteration 18Q: 3 clusters Score -305387.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -305399.906250 Penalty: 2596.166260
	Iteration 19Q: 3 clusters Score -305399.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -305408.937500 Penalty: 2596.166260
	Iteration 20F: 3 clusters Score -305408.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -305415.281250 Penalty: 2596.166260
	Iteration 21Q: 3 clusters Score -305415.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -305420.468750 Penalty: 2596.166260
	Iteration 22Q: 3 clusters Score -305420.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -305425.187500 Penalty: 2596.166260
	Iteration 23Q: 3 clusters Score -305425.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -305429.218750 Penalty: 2596.166260
	Iteration 24Q: 3 clusters Score -305429.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -305433.031250 Penalty: 2596.166260
	Iteration 25Q: 3 clusters Score -305433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -305435.406250 Penalty: 2596.166260
	Iteration 26Q: 3 clusters Score -305435.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -305438.343750 Penalty: 2596.166260
	Iteration 27Q: 3 clusters Score -305438.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -305438.281250 Penalty: 2596.166260
	Iteration 28Q: 3 clusters Score -305438.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -305439.562500 Penalty: 2596.166260
	Iteration 29Q: 3 clusters Score -305439.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -305439.562500 Penalty: 2596.166260
	Iteration 30F: 3 clusters Score -305439.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Entering Unmasked Estep 
Score: -410644.375000 Penalty: 1352.507446
	Iteration 0F: 2 clusters Score -410644.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -407177.406250 Penalty: 2705.014893
	Iteration 0F: 3 clusters Score -407177.4 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -408280.093750 Penalty: 2705.014893
	Iteration 1F: 3 clusters Score -408280.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -408558.500000 Penalty: 2705.014893
	Iteration 2F: 3 clusters Score -408558.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -408792.500000 Penalty: 2705.014893
	Iteration 3F: 3 clusters Score -408792.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -409052.593750 Penalty: 2705.014893
	Iteration 4F: 3 clusters Score -409052.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -409297.187500 Penalty: 2705.014893
	Iteration 5F: 3 clusters Score -409297.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -409494.000000 Penalty: 2705.014893
	Iteration 6F: 3 clusters Score -409494 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -409662.906250 Penalty: 2705.014893
	Iteration 7Q: 3 clusters Score -409662.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -409792.406250 Penalty: 2705.014893
	Iteration 8Q: 3 clusters Score -409792.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -409883.093750 Penalty: 2705.014893
	Iteration 9Q: 3 clusters Score -409883.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -409941.750000 Penalty: 2705.014893
	Iteration 10Q: 3 clusters Score -409941.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -409979.312500 Penalty: 2705.014893
	Iteration 11Q: 3 clusters Score -409979.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -410005.593750 Penalty: 2705.014893
	Iteration 12Q: 3 clusters Score -410005.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -410025.593750 Penalty: 2705.014893
	Iteration 13Q: 3 clusters Score -410025.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -410036.343750 Penalty: 2705.014893
	Iteration 14Q: 3 clusters Score -410036.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -410042.625000 Penalty: 2705.014893
	Iteration 15Q: 3 clusters Score -410042.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -410047.687500 Penalty: 2705.014893
	Iteration 16Q: 3 clusters Score -410047.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -410052.468750 Penalty: 2705.014893
	Iteration 17Q: 3 clusters Score -410052.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -410058.125000 Penalty: 2705.014893
	Iteration 18Q: 3 clusters Score -410058.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -410059.437500 Penalty: 2705.014893
	Iteration 19Q: 3 clusters Score -410059.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -410062.562500 Penalty: 2705.014893
	Iteration 20F: 3 clusters Score -410062.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -410063.562500 Penalty: 2705.014893
	Iteration 21Q: 3 clusters Score -410063.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -410063.593750 Penalty: 2705.014893
	Iteration 22Q: 3 clusters Score -410063.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -410065.250000 Penalty: 2705.014893
	Iteration 23Q: 3 clusters Score -410065.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -410066.812500 Penalty: 2705.014893
	Iteration 24Q: 3 clusters Score -410066.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -410066.843750 Penalty: 2705.014893
	Iteration 25Q: 3 clusters Score -410066.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -410066.843750 Penalty: 2705.014893
	Iteration 26F: 3 clusters Score -410066.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Entering Unmasked Estep 
Score: -1320478.875000 Penalty: 1535.264526
	Iteration 0F: 2 clusters Score -1320479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1311701.000000 Penalty: 3070.529053
	Iteration 0F: 3 clusters Score -1311701 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1314700.500000 Penalty: 3070.529053
	Iteration 1F: 3 clusters Score -1314700 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1314991.875000 Penalty: 3070.529053
	Iteration 2F: 3 clusters Score -1314992 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1315222.125000 Penalty: 3070.529053
	Iteration 3Q: 3 clusters Score -1315222 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1315436.125000 Penalty: 3070.529053
	Iteration 4Q: 3 clusters Score -1315436 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1315666.500000 Penalty: 3070.529053
	Iteration 5Q: 3 clusters Score -1315666 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1315869.500000 Penalty: 3070.529053
	Iteration 6Q: 3 clusters Score -1315870 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1316050.875000 Penalty: 3070.529053
	Iteration 7Q: 3 clusters Score -1316051 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1316202.875000 Penalty: 3070.529053
	Iteration 8Q: 3 clusters Score -1316203 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1316376.125000 Penalty: 3070.529053
	Iteration 9Q: 3 clusters Score -1316376 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1316543.500000 Penalty: 3070.529053
	Iteration 10Q: 3 clusters Score -1316544 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1316729.000000 Penalty: 3070.529053
	Iteration 11Q: 3 clusters Score -1316729 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1316913.500000 Penalty: 3070.529053
	Iteration 12Q: 3 clusters Score -1316914 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1317101.375000 Penalty: 3070.529053
	Iteration 13Q: 3 clusters Score -1317101 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1317287.375000 Penalty: 3070.529053
	Iteration 14Q: 3 clusters Score -1317287 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1317460.000000 Penalty: 3070.529053
	Iteration 15Q: 3 clusters Score -1317460 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1317606.875000 Penalty: 3070.529053
	Iteration 16Q: 3 clusters Score -1317607 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1317713.750000 Penalty: 3070.529053
	Iteration 17Q: 3 clusters Score -1317714 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1317811.875000 Penalty: 3070.529053
	Iteration 18Q: 3 clusters Score -1317812 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1317898.000000 Penalty: 3070.529053
	Iteration 19Q: 3 clusters Score -1317898 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1317951.375000 Penalty: 3070.529053
	Iteration 20F: 3 clusters Score -1317951 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1317993.500000 Penalty: 3070.529053
	Iteration 21Q: 3 clusters Score -1317994 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1318038.750000 Penalty: 3070.529053
	Iteration 22Q: 3 clusters Score -1318039 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1318085.375000 Penalty: 3070.529053
	Iteration 23Q: 3 clusters Score -1318085 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1318136.250000 Penalty: 3070.529053
	Iteration 24Q: 3 clusters Score -1318136 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1318186.625000 Penalty: 3070.529053
	Iteration 25Q: 3 clusters Score -1318187 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1318240.000000 Penalty: 3070.529053
	Iteration 26Q: 3 clusters Score -1318240 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1318281.375000 Penalty: 3070.529053
	Iteration 27Q: 3 clusters Score -1318281 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1318331.875000 Penalty: 3070.529053
	Iteration 28Q: 3 clusters Score -1318332 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1318379.375000 Penalty: 3070.529053
	Iteration 29Q: 3 clusters Score -1318379 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1318432.750000 Penalty: 3070.529053
	Iteration 30Q: 3 clusters Score -1318433 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1318491.500000 Penalty: 3070.529053
	Iteration 31Q: 3 clusters Score -1318492 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1318565.375000 Penalty: 3070.529053
	Iteration 32Q: 3 clusters Score -1318565 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1318652.875000 Penalty: 3070.529053
	Iteration 33Q: 3 clusters Score -1318653 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1318741.250000 Penalty: 3070.529053
	Iteration 34Q: 3 clusters Score -1318741 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1318834.750000 Penalty: 3070.529053
	Iteration 35Q: 3 clusters Score -1318835 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1318917.875000 Penalty: 3070.529053
	Iteration 36Q: 3 clusters Score -1318918 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1319000.000000 Penalty: 3070.529053
	Iteration 37Q: 3 clusters Score -1319000 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1319045.750000 Penalty: 3070.529053
	Iteration 38Q: 3 clusters Score -1319046 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1319078.750000 Penalty: 3070.529053
	Iteration 39Q: 3 clusters Score -1319079 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1319112.875000 Penalty: 3070.529053
	Iteration 40F: 3 clusters Score -1319113 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1319137.375000 Penalty: 3070.529053
	Iteration 41Q: 3 clusters Score -1319137 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1319166.875000 Penalty: 3070.529053
	Iteration 42Q: 3 clusters Score -1319167 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1319185.500000 Penalty: 3070.529053
	Iteration 43Q: 3 clusters Score -1319186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1319203.625000 Penalty: 3070.529053
	Iteration 44Q: 3 clusters Score -1319204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1319218.250000 Penalty: 3070.529053
	Iteration 45Q: 3 clusters Score -1319218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1319232.875000 Penalty: 3070.529053
	Iteration 46Q: 3 clusters Score -1319233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1319247.250000 Penalty: 3070.529053
	Iteration 47Q: 3 clusters Score -1319247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1319257.750000 Penalty: 3070.529053
	Iteration 48Q: 3 clusters Score -1319258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1319261.750000 Penalty: 3070.529053
	Iteration 49Q: 3 clusters Score -1319262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1319270.500000 Penalty: 3070.529053
	Iteration 50Q: 3 clusters Score -1319270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1319279.500000 Penalty: 3070.529053
	Iteration 51Q: 3 clusters Score -1319280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1319283.125000 Penalty: 3070.529053
	Iteration 52Q: 3 clusters Score -1319283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1319289.750000 Penalty: 3070.529053
	Iteration 53Q: 3 clusters Score -1319290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1319294.875000 Penalty: 3070.529053
	Iteration 54Q: 3 clusters Score -1319295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1319298.750000 Penalty: 3070.529053
	Iteration 55Q: 3 clusters Score -1319299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1319305.000000 Penalty: 3070.529053
	Iteration 56Q: 3 clusters Score -1319305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1319310.125000 Penalty: 3070.529053
	Iteration 57Q: 3 clusters Score -1319310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1319314.750000 Penalty: 3070.529053
	Iteration 58Q: 3 clusters Score -1319315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1319314.625000 Penalty: 3070.529053
	Iteration 59Q: 3 clusters Score -1319315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1319313.750000 Penalty: 3070.529053
	Iteration 60F: 3 clusters Score -1319314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Entering Unmasked Estep 
Score: -113445.789062 Penalty: 1167.994263
	Iteration 0F: 2 clusters Score -113445.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -111813.906250 Penalty: 2335.988525
	Iteration 0F: 3 clusters Score -111813.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -112270.343750 Penalty: 2335.988525
	Iteration 1F: 3 clusters Score -112270.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -112428.171875 Penalty: 2335.988525
	Iteration 2F: 3 clusters Score -112428.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -112491.000000 Penalty: 2335.988525
	Iteration 3F: 3 clusters Score -112491 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -112525.765625 Penalty: 2335.988525
	Iteration 4Q: 3 clusters Score -112525.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -112554.945312 Penalty: 2335.988525
	Iteration 5Q: 3 clusters Score -112554.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -112572.882812 Penalty: 2335.988525
	Iteration 6Q: 3 clusters Score -112572.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -112583.101562 Penalty: 2335.988525
	Iteration 7Q: 3 clusters Score -112583.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -112588.742188 Penalty: 2335.988525
	Iteration 8Q: 3 clusters Score -112588.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -112590.812500 Penalty: 2335.988525
	Iteration 9Q: 3 clusters Score -112590.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -112591.781250 Penalty: 2335.988525
	Iteration 10Q: 3 clusters Score -112591.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -112592.351562 Penalty: 2335.988525
	Iteration 11Q: 3 clusters Score -112592.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -112592.351562 Penalty: 2335.988525
	Iteration 12F: 3 clusters Score -112592.4 nChanged 0
--- Evaluating fit on full set of 1924095 points ---
Entering Unmasked Estep 
Score: -198122688.000000 Penalty: 79946.562500
24->35 Clusters: Score -198122688.000000, best is -198226176.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 641365 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 26573 members 
Mstep: Class 3 contains 26692 members 
Mstep: Class 4 contains 26743 members 
Mstep: Class 5 contains 26760 members 
Mstep: Class 6 contains 26666 members 
Mstep: Class 7 contains 26757 members 
Mstep: Class 8 contains 26603 members 
Mstep: Class 9 contains 26842 members 
Mstep: Class 10 contains 26864 members 
Mstep: Class 11 contains 26300 members 
Mstep: Class 12 contains 26632 members 
Mstep: Class 13 contains 26853 members 
Mstep: Class 14 contains 26877 members 
Mstep: Class 15 contains 26490 members 
Mstep: Class 16 contains 26259 members 
Mstep: Class 17 contains 26815 members 
Mstep: Class 18 contains 26742 members 
Mstep: Class 19 contains 26844 members 
Mstep: Class 20 contains 26728 members 
Mstep: Class 21 contains 26847 members 
Mstep: Class 22 contains 26889 members 
Mstep: Class 23 contains 26805 members 
Mstep: Class 24 contains 26931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 377.052582 but Gain 2172.843750
Score: -62396964.000000 Penalty: 49975.437500
Iteration 0F: 24 clusters Score -6.239696e+07 nChanged 613104
Entering Unmasked Mstep 
Mstep: Class 0 contains 539 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 12396 members 
Mstep: Class 3 contains 41318 members 
Mstep: Class 4 contains 16486 members 
Mstep: Class 5 contains 15645 members 
Mstep: Class 6 contains 56988 members 
Mstep: Class 7 contains 34853 members 
Mstep: Class 8 contains 47232 members 
Mstep: Class 9 contains 23002 members 
Mstep: Class 10 contains 33537 members 
Mstep: Class 11 contains 20641 members 
Mstep: Class 12 contains 31786 members 
Mstep: Class 13 contains 34423 members 
Mstep: Class 14 contains 29692 members 
Mstep: Class 15 contains 15953 members 
Mstep: Class 17 contains 19018 members 
Mstep: Class 18 contains 12265 members 
Mstep: Class 19 contains 31038 members 
Mstep: Class 20 contains 25523 members 
Mstep: Class 21 contains 18001 members 
Mstep: Class 22 contains 38913 members 
Mstep: Class 23 contains 14074 members 
Mstep: Class 24 contains 31665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64393608.000000 Penalty: 49975.437500
Iteration 1F: 24 clusters Score -6.439361e+07 nChanged 295689
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 8277 members 
Mstep: Class 3 contains 38224 members 
Mstep: Class 4 contains 11946 members 
Mstep: Class 5 contains 15207 members 
Mstep: Class 6 contains 121745 members 
Mstep: Class 7 contains 23095 members 
Mstep: Class 8 contains 81611 members 
Mstep: Class 9 contains 15266 members 
Mstep: Class 10 contains 27565 members 
Mstep: Class 11 contains 11933 members 
Mstep: Class 12 contains 28059 members 
Mstep: Class 13 contains 35616 members 
Mstep: Class 14 contains 29809 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 17 contains 13016 members 
Mstep: Class 18 contains 8454 members 
Mstep: Class 19 contains 21375 members 
Mstep: Class 20 contains 21809 members 
Mstep: Class 21 contains 14588 members 
Mstep: Class 22 contains 29074 members 
Mstep: Class 23 contains 13713 members 
Mstep: Class 24 contains 31466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65092460.000000 Penalty: 49975.437500
Iteration 2F: 24 clusters Score -6.509246e+07 nChanged 189749
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 7565 members 
Mstep: Class 3 contains 35472 members 
Mstep: Class 4 contains 11654 members 
Mstep: Class 5 contains 14002 members 
Mstep: Class 6 contains 160194 members 
Mstep: Class 7 contains 17692 members 
Mstep: Class 8 contains 100128 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 24785 members 
Mstep: Class 11 contains 8941 members 
Mstep: Class 12 contains 23382 members 
Mstep: Class 13 contains 28753 members 
Mstep: Class 14 contains 32386 members 
Mstep: Class 15 contains 3583 members 
Mstep: Class 17 contains 6401 members 
Mstep: Class 18 contains 14275 members 
Mstep: Class 19 contains 14138 members 
Mstep: Class 20 contains 18333 members 
Mstep: Class 21 contains 12857 members 
Mstep: Class 22 contains 25345 members 
Mstep: Class 23 contains 10683 members 
Mstep: Class 24 contains 26099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65380100.000000 Penalty: 49975.437500
Iteration 3F: 24 clusters Score -6.53801e+07 nChanged 130083
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 8359 members 
Mstep: Class 3 contains 32256 members 
Mstep: Class 4 contains 13379 members 
Mstep: Class 5 contains 14037 members 
Mstep: Class 6 contains 179282 members 
Mstep: Class 7 contains 14268 members 
Mstep: Class 8 contains 115060 members 
Mstep: Class 9 contains 5178 members 
Mstep: Class 10 contains 25066 members 
Mstep: Class 11 contains 7460 members 
Mstep: Class 12 contains 18445 members 
Mstep: Class 13 contains 20404 members 
Mstep: Class 14 contains 37210 members 
Mstep: Class 15 contains 2303 members 
Mstep: Class 17 contains 2948 members 
Mstep: Class 18 contains 18672 members 
Mstep: Class 19 contains 11026 members 
Mstep: Class 20 contains 16008 members 
Mstep: Class 21 contains 12260 members 
Mstep: Class 22 contains 21882 members 
Mstep: Class 23 contains 7575 members 
Mstep: Class 24 contains 19578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1416.535522 but Gain 2172.847656
Score: -65547912.000000 Penalty: 47802.589844
Iteration 4F: 23 clusters Score -6.554791e+07 nChanged 97652
Entering Unmasked Mstep 
Mstep: Class 0 contains 174 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 9654 members 
Mstep: Class 3 contains 29698 members 
Mstep: Class 4 contains 14417 members 
Mstep: Class 5 contains 15498 members 
Mstep: Class 6 contains 178649 members 
Mstep: Class 7 contains 12492 members 
Mstep: Class 8 contains 137448 members 
Mstep: Class 9 contains 2883 members 
Mstep: Class 10 contains 26360 members 
Mstep: Class 11 contains 7033 members 
Mstep: Class 12 contains 14594 members 
Mstep: Class 13 contains 14203 members 
Mstep: Class 14 contains 40378 members 
Mstep: Class 15 contains 1786 members 
Mstep: Class 18 contains 20553 members 
Mstep: Class 19 contains 9797 members 
Mstep: Class 20 contains 13869 members 
Mstep: Class 21 contains 12224 members 
Mstep: Class 22 contains 18733 members 
Mstep: Class 23 contains 5636 members 
Mstep: Class 24 contains 14984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1498.214966 but Gain 2172.843750
Score: -65661648.000000 Penalty: 45629.746094
Iteration 5F: 22 clusters Score -6.566165e+07 nChanged 72469
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 10723 members 
Mstep: Class 3 contains 27113 members 
Mstep: Class 4 contains 14829 members 
Mstep: Class 5 contains 17211 members 
Mstep: Class 6 contains 167725 members 
Mstep: Class 7 contains 11726 members 
Mstep: Class 8 contains 161883 members 
Mstep: Class 10 contains 27433 members 
Mstep: Class 11 contains 6832 members 
Mstep: Class 12 contains 12018 members 
Mstep: Class 13 contains 10533 members 
Mstep: Class 14 contains 41660 members 
Mstep: Class 15 contains 1563 members 
Mstep: Class 18 contains 21446 members 
Mstep: Class 19 contains 9033 members 
Mstep: Class 20 contains 11828 members 
Mstep: Class 21 contains 12510 members 
Mstep: Class 22 contains 16655 members 
Mstep: Class 23 contains 4681 members 
Mstep: Class 24 contains 12408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1630.055298 but Gain 2172.843750
Score: -65739428.000000 Penalty: 43456.902344
Iteration 6F: 21 clusters Score -6.573943e+07 nChanged 50371
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 11853 members 
Mstep: Class 3 contains 24938 members 
Mstep: Class 4 contains 15160 members 
Mstep: Class 5 contains 18478 members 
Mstep: Class 6 contains 158060 members 
Mstep: Class 7 contains 11360 members 
Mstep: Class 8 contains 178975 members 
Mstep: Class 10 contains 28232 members 
Mstep: Class 11 contains 6753 members 
Mstep: Class 12 contains 10160 members 
Mstep: Class 13 contains 8925 members 
Mstep: Class 14 contains 42108 members 
Mstep: Class 18 contains 21830 members 
Mstep: Class 19 contains 8242 members 
Mstep: Class 20 contains 10153 members 
Mstep: Class 21 contains 13104 members 
Mstep: Class 22 contains 15201 members 
Mstep: Class 23 contains 4572 members 
Mstep: Class 24 contains 11928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65789760.000000 Penalty: 43456.902344
Iteration 7F: 21 clusters Score -6.578976e+07 nChanged 35720
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 12816 members 
Mstep: Class 3 contains 23149 members 
Mstep: Class 4 contains 15030 members 
Mstep: Class 5 contains 19495 members 
Mstep: Class 6 contains 151457 members 
Mstep: Class 7 contains 11108 members 
Mstep: Class 8 contains 189323 members 
Mstep: Class 10 contains 28920 members 
Mstep: Class 11 contains 6765 members 
Mstep: Class 12 contains 8650 members 
Mstep: Class 13 contains 8231 members 
Mstep: Class 14 contains 41867 members 
Mstep: Class 18 contains 22038 members 
Mstep: Class 19 contains 7455 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 13828 members 
Mstep: Class 22 contains 14044 members 
Mstep: Class 23 contains 5056 members 
Mstep: Class 24 contains 12496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65815776.000000 Penalty: 43456.902344
Iteration 8F: 21 clusters Score -6.581578e+07 nChanged 25693
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 13630 members 
Mstep: Class 3 contains 21891 members 
Mstep: Class 4 contains 14776 members 
Mstep: Class 5 contains 20366 members 
Mstep: Class 6 contains 147486 members 
Mstep: Class 7 contains 10865 members 
Mstep: Class 8 contains 195138 members 
Mstep: Class 10 contains 29545 members 
Mstep: Class 11 contains 6846 members 
Mstep: Class 12 contains 7509 members 
Mstep: Class 13 contains 7778 members 
Mstep: Class 14 contains 41465 members 
Mstep: Class 18 contains 22192 members 
Mstep: Class 19 contains 6865 members 
Mstep: Class 20 contains 8459 members 
Mstep: Class 21 contains 14564 members 
Mstep: Class 22 contains 13251 members 
Mstep: Class 23 contains 5864 members 
Mstep: Class 24 contains 13300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65830472.000000 Penalty: 43456.902344
Iteration 9Q: 21 clusters Score -6.583047e+07 nChanged 18914
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 14273 members 
Mstep: Class 3 contains 21025 members 
Mstep: Class 4 contains 14377 members 
Mstep: Class 5 contains 21181 members 
Mstep: Class 6 contains 145039 members 
Mstep: Class 7 contains 10674 members 
Mstep: Class 8 contains 198452 members 
Mstep: Class 10 contains 30235 members 
Mstep: Class 11 contains 6899 members 
Mstep: Class 12 contains 6675 members 
Mstep: Class 13 contains 7488 members 
Mstep: Class 14 contains 40853 members 
Mstep: Class 18 contains 22361 members 
Mstep: Class 19 contains 6338 members 
Mstep: Class 20 contains 8120 members 
Mstep: Class 21 contains 15138 members 
Mstep: Class 22 contains 12733 members 
Mstep: Class 23 contains 6783 members 
Mstep: Class 24 contains 13996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65838296.000000 Penalty: 43456.902344
Iteration 10Q: 21 clusters Score -6.58383e+07 nChanged 14307
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 14817 members 
Mstep: Class 3 contains 20354 members 
Mstep: Class 4 contains 13960 members 
Mstep: Class 5 contains 21918 members 
Mstep: Class 6 contains 143540 members 
Mstep: Class 7 contains 10517 members 
Mstep: Class 8 contains 200439 members 
Mstep: Class 10 contains 30886 members 
Mstep: Class 11 contains 6901 members 
Mstep: Class 12 contains 6171 members 
Mstep: Class 13 contains 7376 members 
Mstep: Class 14 contains 40132 members 
Mstep: Class 18 contains 22459 members 
Mstep: Class 19 contains 5927 members 
Mstep: Class 20 contains 7865 members 
Mstep: Class 21 contains 15615 members 
Mstep: Class 22 contains 12371 members 
Mstep: Class 23 contains 7686 members 
Mstep: Class 24 contains 14557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65843360.000000 Penalty: 43456.902344
Iteration 11Q: 21 clusters Score -6.584336e+07 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 15302 members 
Mstep: Class 3 contains 19781 members 
Mstep: Class 4 contains 13615 members 
Mstep: Class 5 contains 22656 members 
Mstep: Class 6 contains 142569 members 
Mstep: Class 7 contains 10402 members 
Mstep: Class 8 contains 201443 members 
Mstep: Class 10 contains 31439 members 
Mstep: Class 11 contains 6877 members 
Mstep: Class 12 contains 5853 members 
Mstep: Class 13 contains 7305 members 
Mstep: Class 14 contains 39391 members 
Mstep: Class 18 contains 22503 members 
Mstep: Class 19 contains 5564 members 
Mstep: Class 20 contains 7651 members 
Mstep: Class 21 contains 16063 members 
Mstep: Class 22 contains 12101 members 
Mstep: Class 23 contains 8663 members 
Mstep: Class 24 contains 15017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65847552.000000 Penalty: 43456.902344
Iteration 12Q: 21 clusters Score -6.584755e+07 nChanged 9682
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 15646 members 
Mstep: Class 3 contains 19261 members 
Mstep: Class 4 contains 13347 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 141866 members 
Mstep: Class 7 contains 10316 members 
Mstep: Class 8 contains 201892 members 
Mstep: Class 10 contains 31966 members 
Mstep: Class 11 contains 6824 members 
Mstep: Class 12 contains 5636 members 
Mstep: Class 13 contains 7304 members 
Mstep: Class 14 contains 38588 members 
Mstep: Class 18 contains 22532 members 
Mstep: Class 19 contains 5249 members 
Mstep: Class 20 contains 7462 members 
Mstep: Class 21 contains 16495 members 
Mstep: Class 22 contains 11905 members 
Mstep: Class 23 contains 9661 members 
Mstep: Class 24 contains 15430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65850320.000000 Penalty: 43456.902344
Iteration 13Q: 21 clusters Score -6.585032e+07 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 15926 members 
Mstep: Class 3 contains 18804 members 
Mstep: Class 4 contains 13067 members 
Mstep: Class 5 contains 24224 members 
Mstep: Class 6 contains 141283 members 
Mstep: Class 7 contains 10224 members 
Mstep: Class 8 contains 202023 members 
Mstep: Class 10 contains 32496 members 
Mstep: Class 11 contains 6754 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 7372 members 
Mstep: Class 14 contains 37825 members 
Mstep: Class 18 contains 22553 members 
Mstep: Class 19 contains 5036 members 
Mstep: Class 20 contains 7213 members 
Mstep: Class 21 contains 16903 members 
Mstep: Class 22 contains 11751 members 
Mstep: Class 23 contains 10708 members 
Mstep: Class 24 contains 15831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65852868.000000 Penalty: 43456.902344
Iteration 14Q: 21 clusters Score -6.585287e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 16137 members 
Mstep: Class 3 contains 18400 members 
Mstep: Class 4 contains 12788 members 
Mstep: Class 5 contains 25067 members 
Mstep: Class 6 contains 140800 members 
Mstep: Class 7 contains 10146 members 
Mstep: Class 8 contains 201969 members 
Mstep: Class 10 contains 33037 members 
Mstep: Class 11 contains 6682 members 
Mstep: Class 12 contains 5355 members 
Mstep: Class 13 contains 7471 members 
Mstep: Class 14 contains 37055 members 
Mstep: Class 18 contains 22595 members 
Mstep: Class 19 contains 4878 members 
Mstep: Class 20 contains 6882 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 11578 members 
Mstep: Class 23 contains 11754 members 
Mstep: Class 24 contains 16146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65855276.000000 Penalty: 43456.902344
Iteration 15Q: 21 clusters Score -6.585528e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 16301 members 
Mstep: Class 3 contains 18059 members 
Mstep: Class 4 contains 12504 members 
Mstep: Class 5 contains 25945 members 
Mstep: Class 6 contains 140248 members 
Mstep: Class 7 contains 10060 members 
Mstep: Class 8 contains 201822 members 
Mstep: Class 10 contains 33650 members 
Mstep: Class 11 contains 6623 members 
Mstep: Class 12 contains 5276 members 
Mstep: Class 13 contains 7536 members 
Mstep: Class 14 contains 36415 members 
Mstep: Class 18 contains 22639 members 
Mstep: Class 19 contains 4729 members 
Mstep: Class 20 contains 6526 members 
Mstep: Class 21 contains 17705 members 
Mstep: Class 22 contains 11417 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 16425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65857508.000000 Penalty: 43456.902344
Iteration 16Q: 21 clusters Score -6.585751e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 16448 members 
Mstep: Class 3 contains 17787 members 
Mstep: Class 4 contains 12274 members 
Mstep: Class 5 contains 26824 members 
Mstep: Class 6 contains 139700 members 
Mstep: Class 7 contains 9998 members 
Mstep: Class 8 contains 201621 members 
Mstep: Class 10 contains 34340 members 
Mstep: Class 11 contains 6603 members 
Mstep: Class 12 contains 5215 members 
Mstep: Class 13 contains 7590 members 
Mstep: Class 14 contains 35650 members 
Mstep: Class 18 contains 22668 members 
Mstep: Class 19 contains 4636 members 
Mstep: Class 20 contains 6168 members 
Mstep: Class 21 contains 18030 members 
Mstep: Class 22 contains 11222 members 
Mstep: Class 23 contains 13764 members 
Mstep: Class 24 contains 16667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65859156.000000 Penalty: 43456.902344
Iteration 17Q: 21 clusters Score -6.585916e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 16551 members 
Mstep: Class 3 contains 17540 members 
Mstep: Class 4 contains 12048 members 
Mstep: Class 5 contains 27539 members 
Mstep: Class 6 contains 139221 members 
Mstep: Class 7 contains 9957 members 
Mstep: Class 8 contains 201369 members 
Mstep: Class 10 contains 35007 members 
Mstep: Class 11 contains 6600 members 
Mstep: Class 12 contains 5162 members 
Mstep: Class 13 contains 7604 members 
Mstep: Class 14 contains 34991 members 
Mstep: Class 18 contains 22713 members 
Mstep: Class 19 contains 4529 members 
Mstep: Class 20 contains 5804 members 
Mstep: Class 21 contains 18397 members 
Mstep: Class 22 contains 11032 members 
Mstep: Class 23 contains 14724 members 
Mstep: Class 24 contains 16869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65860680.000000 Penalty: 43456.902344
Iteration 18Q: 21 clusters Score -6.586068e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 16619 members 
Mstep: Class 3 contains 17327 members 
Mstep: Class 4 contains 11853 members 
Mstep: Class 5 contains 28129 members 
Mstep: Class 6 contains 138807 members 
Mstep: Class 7 contains 9919 members 
Mstep: Class 8 contains 201053 members 
Mstep: Class 10 contains 35661 members 
Mstep: Class 11 contains 6587 members 
Mstep: Class 12 contains 5159 members 
Mstep: Class 13 contains 7611 members 
Mstep: Class 14 contains 34328 members 
Mstep: Class 18 contains 22764 members 
Mstep: Class 19 contains 4445 members 
Mstep: Class 20 contains 5442 members 
Mstep: Class 21 contains 18759 members 
Mstep: Class 22 contains 10833 members 
Mstep: Class 23 contains 15697 members 
Mstep: Class 24 contains 17052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65861756.000000 Penalty: 43456.902344
Iteration 19Q: 21 clusters Score -6.586176e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 16704 members 
Mstep: Class 3 contains 17135 members 
Mstep: Class 4 contains 11668 members 
Mstep: Class 5 contains 28659 members 
Mstep: Class 6 contains 138413 members 
Mstep: Class 7 contains 9881 members 
Mstep: Class 8 contains 200679 members 
Mstep: Class 10 contains 36292 members 
Mstep: Class 11 contains 6572 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 7590 members 
Mstep: Class 14 contains 33781 members 
Mstep: Class 18 contains 22836 members 
Mstep: Class 19 contains 4368 members 
Mstep: Class 20 contains 5108 members 
Mstep: Class 21 contains 19092 members 
Mstep: Class 22 contains 10654 members 
Mstep: Class 23 contains 16615 members 
Mstep: Class 24 contains 17216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65863352.000000 Penalty: 43456.902344
Iteration 20F: 21 clusters Score -6.586335e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 16727 members 
Mstep: Class 3 contains 16957 members 
Mstep: Class 4 contains 11529 members 
Mstep: Class 5 contains 29267 members 
Mstep: Class 6 contains 138033 members 
Mstep: Class 7 contains 9832 members 
Mstep: Class 8 contains 200275 members 
Mstep: Class 10 contains 36890 members 
Mstep: Class 11 contains 6508 members 
Mstep: Class 12 contains 5108 members 
Mstep: Class 13 contains 7610 members 
Mstep: Class 14 contains 33246 members 
Mstep: Class 18 contains 22926 members 
Mstep: Class 19 contains 4258 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 19447 members 
Mstep: Class 22 contains 10518 members 
Mstep: Class 23 contains 17537 members 
Mstep: Class 24 contains 17374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65865000.000000 Penalty: 43456.902344
Iteration 21Q: 21 clusters Score -6.5865e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 16751 members 
Mstep: Class 3 contains 16841 members 
Mstep: Class 4 contains 11408 members 
Mstep: Class 5 contains 29853 members 
Mstep: Class 6 contains 137699 members 
Mstep: Class 7 contains 9781 members 
Mstep: Class 8 contains 199888 members 
Mstep: Class 10 contains 37505 members 
Mstep: Class 11 contains 6444 members 
Mstep: Class 12 contains 4983 members 
Mstep: Class 13 contains 7611 members 
Mstep: Class 14 contains 32786 members 
Mstep: Class 18 contains 23059 members 
Mstep: Class 19 contains 4152 members 
Mstep: Class 20 contains 4509 members 
Mstep: Class 21 contains 19773 members 
Mstep: Class 22 contains 10363 members 
Mstep: Class 23 contains 18387 members 
Mstep: Class 24 contains 17491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65865868.000000 Penalty: 43456.902344
Iteration 22Q: 21 clusters Score -6.586587e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 16755 members 
Mstep: Class 3 contains 16702 members 
Mstep: Class 4 contains 11296 members 
Mstep: Class 5 contains 30353 members 
Mstep: Class 6 contains 137393 members 
Mstep: Class 7 contains 9731 members 
Mstep: Class 8 contains 199510 members 
Mstep: Class 10 contains 38048 members 
Mstep: Class 11 contains 6399 members 
Mstep: Class 12 contains 4882 members 
Mstep: Class 13 contains 7598 members 
Mstep: Class 14 contains 32380 members 
Mstep: Class 18 contains 23158 members 
Mstep: Class 19 contains 4050 members 
Mstep: Class 20 contains 4163 members 
Mstep: Class 21 contains 20106 members 
Mstep: Class 22 contains 10221 members 
Mstep: Class 23 contains 19250 members 
Mstep: Class 24 contains 17592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65866672.000000 Penalty: 43456.902344
Iteration 23Q: 21 clusters Score -6.586667e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 16757 members 
Mstep: Class 3 contains 16534 members 
Mstep: Class 4 contains 11171 members 
Mstep: Class 5 contains 30814 members 
Mstep: Class 6 contains 137141 members 
Mstep: Class 7 contains 9690 members 
Mstep: Class 8 contains 199141 members 
Mstep: Class 10 contains 38556 members 
Mstep: Class 11 contains 6385 members 
Mstep: Class 12 contains 4816 members 
Mstep: Class 13 contains 7595 members 
Mstep: Class 14 contains 32034 members 
Mstep: Class 18 contains 23254 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 3834 members 
Mstep: Class 21 contains 20416 members 
Mstep: Class 22 contains 10048 members 
Mstep: Class 23 contains 20070 members 
Mstep: Class 24 contains 17696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65867520.000000 Penalty: 43456.902344
Iteration 24Q: 21 clusters Score -6.586752e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 16846 members 
Mstep: Class 3 contains 16363 members 
Mstep: Class 4 contains 11024 members 
Mstep: Class 5 contains 31212 members 
Mstep: Class 6 contains 136905 members 
Mstep: Class 7 contains 9646 members 
Mstep: Class 8 contains 198796 members 
Mstep: Class 10 contains 39033 members 
Mstep: Class 11 contains 6365 members 
Mstep: Class 12 contains 4755 members 
Mstep: Class 13 contains 7575 members 
Mstep: Class 14 contains 31771 members 
Mstep: Class 18 contains 23271 members 
Mstep: Class 19 contains 3889 members 
Mstep: Class 20 contains 3544 members 
Mstep: Class 21 contains 20719 members 
Mstep: Class 22 contains 9900 members 
Mstep: Class 23 contains 20856 members 
Mstep: Class 24 contains 17750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65868204.000000 Penalty: 43456.902344
Iteration 25Q: 21 clusters Score -6.58682e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 16991 members 
Mstep: Class 3 contains 16211 members 
Mstep: Class 4 contains 10877 members 
Mstep: Class 5 contains 31540 members 
Mstep: Class 6 contains 136688 members 
Mstep: Class 7 contains 9598 members 
Mstep: Class 8 contains 198487 members 
Mstep: Class 10 contains 39538 members 
Mstep: Class 11 contains 6352 members 
Mstep: Class 12 contains 4694 members 
Mstep: Class 13 contains 7552 members 
Mstep: Class 14 contains 31478 members 
Mstep: Class 18 contains 23210 members 
Mstep: Class 19 contains 3826 members 
Mstep: Class 20 contains 3289 members 
Mstep: Class 21 contains 20986 members 
Mstep: Class 22 contains 9774 members 
Mstep: Class 23 contains 21622 members 
Mstep: Class 24 contains 17805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65869040.000000 Penalty: 43456.902344
Iteration 26Q: 21 clusters Score -6.586904e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 17154 members 
Mstep: Class 3 contains 16084 members 
Mstep: Class 4 contains 10736 members 
Mstep: Class 5 contains 31831 members 
Mstep: Class 6 contains 136508 members 
Mstep: Class 7 contains 9573 members 
Mstep: Class 8 contains 198194 members 
Mstep: Class 10 contains 39978 members 
Mstep: Class 11 contains 6341 members 
Mstep: Class 12 contains 4620 members 
Mstep: Class 13 contains 7529 members 
Mstep: Class 14 contains 31259 members 
Mstep: Class 18 contains 23070 members 
Mstep: Class 19 contains 3786 members 
Mstep: Class 20 contains 3071 members 
Mstep: Class 21 contains 21212 members 
Mstep: Class 22 contains 9676 members 
Mstep: Class 23 contains 22354 members 
Mstep: Class 24 contains 17832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65869836.000000 Penalty: 43456.902344
Iteration 27Q: 21 clusters Score -6.586984e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 17307 members 
Mstep: Class 3 contains 15997 members 
Mstep: Class 4 contains 10614 members 
Mstep: Class 5 contains 32094 members 
Mstep: Class 6 contains 136341 members 
Mstep: Class 7 contains 9533 members 
Mstep: Class 8 contains 197901 members 
Mstep: Class 10 contains 40431 members 
Mstep: Class 11 contains 6338 members 
Mstep: Class 12 contains 4542 members 
Mstep: Class 13 contains 7535 members 
Mstep: Class 14 contains 30968 members 
Mstep: Class 18 contains 22891 members 
Mstep: Class 19 contains 3745 members 
Mstep: Class 20 contains 2845 members 
Mstep: Class 21 contains 21432 members 
Mstep: Class 22 contains 9570 members 
Mstep: Class 23 contains 23110 members 
Mstep: Class 24 contains 17839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65870400.000000 Penalty: 43456.902344
Iteration 28Q: 21 clusters Score -6.58704e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 17510 members 
Mstep: Class 3 contains 15927 members 
Mstep: Class 4 contains 10462 members 
Mstep: Class 5 contains 32316 members 
Mstep: Class 6 contains 136196 members 
Mstep: Class 7 contains 9508 members 
Mstep: Class 8 contains 197592 members 
Mstep: Class 10 contains 40848 members 
Mstep: Class 11 contains 6336 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 7539 members 
Mstep: Class 14 contains 30703 members 
Mstep: Class 18 contains 22639 members 
Mstep: Class 19 contains 3711 members 
Mstep: Class 20 contains 2647 members 
Mstep: Class 21 contains 21662 members 
Mstep: Class 22 contains 9469 members 
Mstep: Class 23 contains 23862 members 
Mstep: Class 24 contains 17846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65871172.000000 Penalty: 43456.902344
Iteration 29Q: 21 clusters Score -6.587117e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 17791 members 
Mstep: Class 3 contains 15843 members 
Mstep: Class 4 contains 10288 members 
Mstep: Class 5 contains 32546 members 
Mstep: Class 6 contains 136034 members 
Mstep: Class 7 contains 9483 members 
Mstep: Class 8 contains 197285 members 
Mstep: Class 10 contains 41245 members 
Mstep: Class 11 contains 6329 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 7536 members 
Mstep: Class 14 contains 30413 members 
Mstep: Class 18 contains 22358 members 
Mstep: Class 19 contains 3675 members 
Mstep: Class 20 contains 2494 members 
Mstep: Class 21 contains 21866 members 
Mstep: Class 22 contains 9382 members 
Mstep: Class 23 contains 24591 members 
Mstep: Class 24 contains 17861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65871900.000000 Penalty: 43456.902344
Iteration 30Q: 21 clusters Score -6.58719e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 18063 members 
Mstep: Class 3 contains 15771 members 
Mstep: Class 4 contains 10156 members 
Mstep: Class 5 contains 32725 members 
Mstep: Class 6 contains 135936 members 
Mstep: Class 7 contains 9438 members 
Mstep: Class 8 contains 196967 members 
Mstep: Class 10 contains 41600 members 
Mstep: Class 11 contains 6325 members 
Mstep: Class 12 contains 4409 members 
Mstep: Class 13 contains 7549 members 
Mstep: Class 14 contains 30199 members 
Mstep: Class 18 contains 22062 members 
Mstep: Class 19 contains 3646 members 
Mstep: Class 20 contains 2387 members 
Mstep: Class 21 contains 22044 members 
Mstep: Class 22 contains 9291 members 
Mstep: Class 23 contains 25280 members 
Mstep: Class 24 contains 17861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65872824.000000 Penalty: 43456.902344
Iteration 31Q: 21 clusters Score -6.587282e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 18340 members 
Mstep: Class 3 contains 15675 members 
Mstep: Class 4 contains 10016 members 
Mstep: Class 5 contains 32871 members 
Mstep: Class 6 contains 135864 members 
Mstep: Class 7 contains 9399 members 
Mstep: Class 8 contains 196642 members 
Mstep: Class 10 contains 41978 members 
Mstep: Class 11 contains 6313 members 
Mstep: Class 12 contains 4355 members 
Mstep: Class 13 contains 7580 members 
Mstep: Class 14 contains 29936 members 
Mstep: Class 18 contains 21748 members 
Mstep: Class 19 contains 3632 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 22184 members 
Mstep: Class 22 contains 9221 members 
Mstep: Class 23 contains 25999 members 
Mstep: Class 24 contains 17870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65873440.000000 Penalty: 43456.902344
Iteration 32Q: 21 clusters Score -6.587344e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 18633 members 
Mstep: Class 3 contains 15598 members 
Mstep: Class 4 contains 9892 members 
Mstep: Class 5 contains 33007 members 
Mstep: Class 6 contains 135784 members 
Mstep: Class 7 contains 9366 members 
Mstep: Class 8 contains 196314 members 
Mstep: Class 10 contains 42328 members 
Mstep: Class 11 contains 6304 members 
Mstep: Class 12 contains 4313 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 29725 members 
Mstep: Class 18 contains 21404 members 
Mstep: Class 19 contains 3612 members 
Mstep: Class 20 contains 2194 members 
Mstep: Class 21 contains 22303 members 
Mstep: Class 22 contains 9121 members 
Mstep: Class 23 contains 26735 members 
Mstep: Class 24 contains 17870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65874428.000000 Penalty: 43456.902344
Iteration 33Q: 21 clusters Score -6.587443e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 18902 members 
Mstep: Class 3 contains 15516 members 
Mstep: Class 4 contains 9753 members 
Mstep: Class 5 contains 33120 members 
Mstep: Class 6 contains 135702 members 
Mstep: Class 7 contains 9316 members 
Mstep: Class 8 contains 195987 members 
Mstep: Class 10 contains 42688 members 
Mstep: Class 11 contains 6286 members 
Mstep: Class 12 contains 4269 members 
Mstep: Class 13 contains 7661 members 
Mstep: Class 14 contains 29508 members 
Mstep: Class 18 contains 21094 members 
Mstep: Class 19 contains 3607 members 
Mstep: Class 20 contains 2116 members 
Mstep: Class 21 contains 22448 members 
Mstep: Class 22 contains 9030 members 
Mstep: Class 23 contains 27453 members 
Mstep: Class 24 contains 17865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65875188.000000 Penalty: 43456.902344
Iteration 34Q: 21 clusters Score -6.587519e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 19145 members 
Mstep: Class 3 contains 15473 members 
Mstep: Class 4 contains 9598 members 
Mstep: Class 5 contains 33232 members 
Mstep: Class 6 contains 135636 members 
Mstep: Class 7 contains 9268 members 
Mstep: Class 8 contains 195653 members 
Mstep: Class 10 contains 43023 members 
Mstep: Class 11 contains 6274 members 
Mstep: Class 12 contains 4232 members 
Mstep: Class 13 contains 7722 members 
Mstep: Class 14 contains 29323 members 
Mstep: Class 18 contains 20790 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 2057 members 
Mstep: Class 21 contains 22577 members 
Mstep: Class 22 contains 8945 members 
Mstep: Class 23 contains 28125 members 
Mstep: Class 24 contains 17853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65875976.000000 Penalty: 43456.902344
Iteration 35Q: 21 clusters Score -6.587598e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 19363 members 
Mstep: Class 3 contains 15401 members 
Mstep: Class 4 contains 9423 members 
Mstep: Class 5 contains 33317 members 
Mstep: Class 6 contains 135597 members 
Mstep: Class 7 contains 9238 members 
Mstep: Class 8 contains 195323 members 
Mstep: Class 10 contains 43319 members 
Mstep: Class 11 contains 6266 members 
Mstep: Class 12 contains 4206 members 
Mstep: Class 13 contains 7778 members 
Mstep: Class 14 contains 29191 members 
Mstep: Class 18 contains 20498 members 
Mstep: Class 19 contains 3571 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 22675 members 
Mstep: Class 22 contains 8889 members 
Mstep: Class 23 contains 28764 members 
Mstep: Class 24 contains 17832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65876220.000000 Penalty: 43456.902344
Iteration 36Q: 21 clusters Score -6.587622e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 19547 members 
Mstep: Class 3 contains 15365 members 
Mstep: Class 4 contains 9228 members 
Mstep: Class 5 contains 33409 members 
Mstep: Class 6 contains 135544 members 
Mstep: Class 7 contains 9208 members 
Mstep: Class 8 contains 194988 members 
Mstep: Class 10 contains 43598 members 
Mstep: Class 11 contains 6259 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 7837 members 
Mstep: Class 14 contains 29114 members 
Mstep: Class 18 contains 20222 members 
Mstep: Class 19 contains 3549 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 22766 members 
Mstep: Class 22 contains 8846 members 
Mstep: Class 23 contains 29365 members 
Mstep: Class 24 contains 17802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65876776.000000 Penalty: 43456.902344
Iteration 37Q: 21 clusters Score -6.587678e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 19705 members 
Mstep: Class 3 contains 15308 members 
Mstep: Class 4 contains 9042 members 
Mstep: Class 5 contains 33479 members 
Mstep: Class 6 contains 135488 members 
Mstep: Class 7 contains 9187 members 
Mstep: Class 8 contains 194729 members 
Mstep: Class 10 contains 43857 members 
Mstep: Class 11 contains 6254 members 
Mstep: Class 12 contains 4165 members 
Mstep: Class 13 contains 7906 members 
Mstep: Class 14 contains 29061 members 
Mstep: Class 18 contains 19956 members 
Mstep: Class 19 contains 3530 members 
Mstep: Class 20 contains 1948 members 
Mstep: Class 21 contains 22864 members 
Mstep: Class 22 contains 8814 members 
Mstep: Class 23 contains 29840 members 
Mstep: Class 24 contains 17765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65877472.000000 Penalty: 43456.902344
Iteration 38Q: 21 clusters Score -6.587747e+07 nChanged 2279
Entering ConstructFrom: 
Score: -65877472.000000 Penalty: 43456.902344
Entering ConstructFrom: 
Trying to split cluster 1 (28267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Entering Unmasked Estep 
Score: -2793824.250000 Penalty: 1665.535767
	Iteration 0F: 2 clusters Score -2793824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -2774737.750000 Penalty: 3331.071533
	Iteration 0F: 3 clusters Score -2774738 nChanged 12963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2782274.500000 Penalty: 3331.071533
	Iteration 1F: 3 clusters Score -2782274 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2783010.750000 Penalty: 3331.071533
	Iteration 2F: 3 clusters Score -2783011 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2783981.500000 Penalty: 3331.071533
	Iteration 3F: 3 clusters Score -2783982 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2785188.000000 Penalty: 3331.071533
	Iteration 4F: 3 clusters Score -2785188 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2786525.500000 Penalty: 3331.071533
	Iteration 5F: 3 clusters Score -2786526 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2788004.500000 Penalty: 3331.071533
	Iteration 6F: 3 clusters Score -2788004 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2789451.000000 Penalty: 3331.071533
	Iteration 7F: 3 clusters Score -2789451 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2790657.000000 Penalty: 3331.071533
	Iteration 8Q: 3 clusters Score -2790657 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2791433.750000 Penalty: 3331.071533
	Iteration 9Q: 3 clusters Score -2791434 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2791917.250000 Penalty: 3331.071533
	Iteration 10Q: 3 clusters Score -2791917 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2792204.500000 Penalty: 3331.071533
	Iteration 11Q: 3 clusters Score -2792204 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2792403.250000 Penalty: 3331.071533
	Iteration 12Q: 3 clusters Score -2792403 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2792534.750000 Penalty: 3331.071533
	Iteration 13Q: 3 clusters Score -2792535 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2792634.250000 Penalty: 3331.071533
	Iteration 14Q: 3 clusters Score -2792634 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2792701.250000 Penalty: 3331.071533
	Iteration 15Q: 3 clusters Score -2792701 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2792752.750000 Penalty: 3331.071533
	Iteration 16Q: 3 clusters Score -2792753 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2792804.500000 Penalty: 3331.071533
	Iteration 17Q: 3 clusters Score -2792804 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2792816.000000 Penalty: 3331.071533
	Iteration 18Q: 3 clusters Score -2792816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2792834.000000 Penalty: 3331.071533
	Iteration 19Q: 3 clusters Score -2792834 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2792840.250000 Penalty: 3331.071533
	Iteration 20F: 3 clusters Score -2792840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2792848.750000 Penalty: 3331.071533
	Iteration 21Q: 3 clusters Score -2792849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2792856.500000 Penalty: 3331.071533
	Iteration 22Q: 3 clusters Score -2792856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2792865.500000 Penalty: 3331.071533
	Iteration 23Q: 3 clusters Score -2792866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2792865.750000 Penalty: 3331.071533
	Iteration 24Q: 3 clusters Score -2792866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2792866.000000 Penalty: 3331.071533
	Iteration 25Q: 3 clusters Score -2792866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2792874.250000 Penalty: 3331.071533
	Iteration 26Q: 3 clusters Score -2792874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2792872.500000 Penalty: 3331.071533
	Iteration 27Q: 3 clusters Score -2792872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2792875.250000 Penalty: 3331.071533
	Iteration 28Q: 3 clusters Score -2792875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2792876.750000 Penalty: 3331.071533
	Iteration 29Q: 3 clusters Score -2792877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2792876.750000 Penalty: 3331.071533
	Iteration 30F: 3 clusters Score -2792877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Entering Unmasked Estep 
Score: -2054893.125000 Penalty: 1608.191528
	Iteration 0F: 2 clusters Score -2054893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2041421.375000 Penalty: 3216.383057
	Iteration 0F: 3 clusters Score -2041421 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2046520.500000 Penalty: 3216.383057
	Iteration 1F: 3 clusters Score -2046520 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2047108.000000 Penalty: 3216.383057
	Iteration 2F: 3 clusters Score -2047108 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2047766.000000 Penalty: 3216.383057
	Iteration 3F: 3 clusters Score -2047766 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2048464.750000 Penalty: 3216.383057
	Iteration 4F: 3 clusters Score -2048465 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2049218.125000 Penalty: 3216.383057
	Iteration 5F: 3 clusters Score -2049218 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2049945.375000 Penalty: 3216.383057
	Iteration 6F: 3 clusters Score -2049945 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2050682.500000 Penalty: 3216.383057
	Iteration 7F: 3 clusters Score -2050682 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2051405.375000 Penalty: 3216.383057
	Iteration 8F: 3 clusters Score -2051405 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2052025.250000 Penalty: 3216.383057
	Iteration 9Q: 3 clusters Score -2052025 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2052437.500000 Penalty: 3216.383057
	Iteration 10Q: 3 clusters Score -2052438 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2052670.375000 Penalty: 3216.383057
	Iteration 11Q: 3 clusters Score -2052670 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2052783.875000 Penalty: 3216.383057
	Iteration 12Q: 3 clusters Score -2052784 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2052847.125000 Penalty: 3216.383057
	Iteration 13Q: 3 clusters Score -2052847 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2052892.625000 Penalty: 3216.383057
	Iteration 14Q: 3 clusters Score -2052893 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2052912.000000 Penalty: 3216.383057
	Iteration 15Q: 3 clusters Score -2052912 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2052946.625000 Penalty: 3216.383057
	Iteration 16Q: 3 clusters Score -2052947 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2052963.250000 Penalty: 3216.383057
	Iteration 17Q: 3 clusters Score -2052963 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2052965.375000 Penalty: 3216.383057
	Iteration 18Q: 3 clusters Score -2052965 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2052973.875000 Penalty: 3216.383057
	Iteration 19Q: 3 clusters Score -2052974 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2052981.000000 Penalty: 3216.383057
	Iteration 20F: 3 clusters Score -2052981 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2052979.875000 Penalty: 3216.383057
	Iteration 21Q: 3 clusters Score -2052980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2052980.375000 Penalty: 3216.383057
	Iteration 22Q: 3 clusters Score -2052980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2052982.125000 Penalty: 3216.383057
	Iteration 23Q: 3 clusters Score -2052982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2052984.625000 Penalty: 3216.383057
	Iteration 24Q: 3 clusters Score -2052985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2052984.375000 Penalty: 3216.383057
	Iteration 25Q: 3 clusters Score -2052984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2052987.375000 Penalty: 3216.383057
	Iteration 26Q: 3 clusters Score -2052987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2052982.625000 Penalty: 3216.383057
	Iteration 27Q: 3 clusters Score -2052983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2052983.125000 Penalty: 3216.383057
	Iteration 28Q: 3 clusters Score -2052983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2052982.625000 Penalty: 3216.383057
	Iteration 29Q: 3 clusters Score -2052983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2052982.375000 Penalty: 3216.383057
	Iteration 30Q: 3 clusters Score -2052982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2052985.375000 Penalty: 3216.383057
	Iteration 31Q: 3 clusters Score -2052985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2052988.125000 Penalty: 3216.383057
	Iteration 32Q: 3 clusters Score -2052988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2052990.125000 Penalty: 3216.383057
	Iteration 33Q: 3 clusters Score -2052990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2052984.875000 Penalty: 3216.383057
	Iteration 34Q: 3 clusters Score -2052985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2052983.875000 Penalty: 3216.383057
	Iteration 35Q: 3 clusters Score -2052984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2052984.750000 Penalty: 3216.383057
	Iteration 36Q: 3 clusters Score -2052985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2052987.000000 Penalty: 3216.383057
	Iteration 37Q: 3 clusters Score -2052987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2052985.000000 Penalty: 3216.383057
	Iteration 38Q: 3 clusters Score -2052985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2052984.625000 Penalty: 3216.383057
	Iteration 39Q: 3 clusters Score -2052985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2052982.750000 Penalty: 3216.383057
	Iteration 40F: 3 clusters Score -2052983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2052982.125000 Penalty: 3216.383057
	Iteration 41Q: 3 clusters Score -2052982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2052982.500000 Penalty: 3216.383057
	Iteration 42Q: 3 clusters Score -2052982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2052980.375000 Penalty: 3216.383057
	Iteration 43Q: 3 clusters Score -2052980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2052982.375000 Penalty: 3216.383057
	Iteration 44Q: 3 clusters Score -2052982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2052982.375000 Penalty: 3216.383057
	Iteration 45F: 3 clusters Score -2052982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Entering Unmasked Estep 
Score: -1499417.500000 Penalty: 1565.286255
	Iteration 0F: 2 clusters Score -1499418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1488877.625000 Penalty: 3130.572510
	Iteration 0F: 3 clusters Score -1488878 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1492705.000000 Penalty: 3130.572510
	Iteration 1F: 3 clusters Score -1492705 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1493230.375000 Penalty: 3130.572510
	Iteration 2F: 3 clusters Score -1493230 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1493738.375000 Penalty: 3130.572510
	Iteration 3F: 3 clusters Score -1493738 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1494278.375000 Penalty: 3130.572510
	Iteration 4F: 3 clusters Score -1494278 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1494831.500000 Penalty: 3130.572510
	Iteration 5F: 3 clusters Score -1494832 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1495310.625000 Penalty: 3130.572510
	Iteration 6F: 3 clusters Score -1495311 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1495701.750000 Penalty: 3130.572510
	Iteration 7F: 3 clusters Score -1495702 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1496014.250000 Penalty: 3130.572510
	Iteration 8Q: 3 clusters Score -1496014 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1496302.750000 Penalty: 3130.572510
	Iteration 9Q: 3 clusters Score -1496303 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1496596.875000 Penalty: 3130.572510
	Iteration 10Q: 3 clusters Score -1496597 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1496823.125000 Penalty: 3130.572510
	Iteration 11Q: 3 clusters Score -1496823 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1497006.750000 Penalty: 3130.572510
	Iteration 12Q: 3 clusters Score -1497007 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1497131.625000 Penalty: 3130.572510
	Iteration 13Q: 3 clusters Score -1497132 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1497240.375000 Penalty: 3130.572510
	Iteration 14Q: 3 clusters Score -1497240 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1497304.750000 Penalty: 3130.572510
	Iteration 15Q: 3 clusters Score -1497305 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1497346.500000 Penalty: 3130.572510
	Iteration 16Q: 3 clusters Score -1497346 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1497374.125000 Penalty: 3130.572510
	Iteration 17Q: 3 clusters Score -1497374 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1497398.375000 Penalty: 3130.572510
	Iteration 18Q: 3 clusters Score -1497398 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1497428.875000 Penalty: 3130.572510
	Iteration 19Q: 3 clusters Score -1497429 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1497452.250000 Penalty: 3130.572510
	Iteration 20F: 3 clusters Score -1497452 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1497476.125000 Penalty: 3130.572510
	Iteration 21Q: 3 clusters Score -1497476 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1497496.500000 Penalty: 3130.572510
	Iteration 22Q: 3 clusters Score -1497496 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1497517.000000 Penalty: 3130.572510
	Iteration 23Q: 3 clusters Score -1497517 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1497540.250000 Penalty: 3130.572510
	Iteration 24Q: 3 clusters Score -1497540 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1497563.375000 Penalty: 3130.572510
	Iteration 25Q: 3 clusters Score -1497563 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1497585.625000 Penalty: 3130.572510
	Iteration 26Q: 3 clusters Score -1497586 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1497608.125000 Penalty: 3130.572510
	Iteration 27Q: 3 clusters Score -1497608 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1497625.000000 Penalty: 3130.572510
	Iteration 28Q: 3 clusters Score -1497625 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1497634.500000 Penalty: 3130.572510
	Iteration 29Q: 3 clusters Score -1497634 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1497648.250000 Penalty: 3130.572510
	Iteration 30Q: 3 clusters Score -1497648 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1497654.875000 Penalty: 3130.572510
	Iteration 31Q: 3 clusters Score -1497655 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1497662.625000 Penalty: 3130.572510
	Iteration 32Q: 3 clusters Score -1497663 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1497670.625000 Penalty: 3130.572510
	Iteration 33Q: 3 clusters Score -1497671 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1497679.125000 Penalty: 3130.572510
	Iteration 34Q: 3 clusters Score -1497679 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1497687.875000 Penalty: 3130.572510
	Iteration 35Q: 3 clusters Score -1497688 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1497692.000000 Penalty: 3130.572510
	Iteration 36Q: 3 clusters Score -1497692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1497688.750000 Penalty: 3130.572510
	Iteration 37Q: 3 clusters Score -1497689 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1497688.375000 Penalty: 3130.572510
	Iteration 38Q: 3 clusters Score -1497688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1497694.625000 Penalty: 3130.572510
	Iteration 39Q: 3 clusters Score -1497695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1497699.750000 Penalty: 3130.572510
	Iteration 40F: 3 clusters Score -1497700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1497705.750000 Penalty: 3130.572510
	Iteration 41Q: 3 clusters Score -1497706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1497714.250000 Penalty: 3130.572510
	Iteration 42Q: 3 clusters Score -1497714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1497715.875000 Penalty: 3130.572510
	Iteration 43Q: 3 clusters Score -1497716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1497722.750000 Penalty: 3130.572510
	Iteration 44Q: 3 clusters Score -1497723 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1497726.500000 Penalty: 3130.572510
	Iteration 45Q: 3 clusters Score -1497726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1497727.375000 Penalty: 3130.572510
	Iteration 46Q: 3 clusters Score -1497727 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1497734.000000 Penalty: 3130.572510
	Iteration 47Q: 3 clusters Score -1497734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1497737.625000 Penalty: 3130.572510
	Iteration 48Q: 3 clusters Score -1497738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1497742.875000 Penalty: 3130.572510
	Iteration 49Q: 3 clusters Score -1497743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1497744.875000 Penalty: 3130.572510
	Iteration 50Q: 3 clusters Score -1497745 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1497744.375000 Penalty: 3130.572510
	Iteration 51Q: 3 clusters Score -1497744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1497747.875000 Penalty: 3130.572510
	Iteration 52Q: 3 clusters Score -1497748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1497750.125000 Penalty: 3130.572510
	Iteration 53Q: 3 clusters Score -1497750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1497753.750000 Penalty: 3130.572510
	Iteration 54Q: 3 clusters Score -1497754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1497761.000000 Penalty: 3130.572510
	Iteration 55Q: 3 clusters Score -1497761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1497760.500000 Penalty: 3130.572510
	Iteration 56Q: 3 clusters Score -1497760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1497762.625000 Penalty: 3130.572510
	Iteration 57Q: 3 clusters Score -1497763 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1497763.375000 Penalty: 3130.572510
	Iteration 58Q: 3 clusters Score -1497763 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1497773.875000 Penalty: 3130.572510
	Iteration 59Q: 3 clusters Score -1497774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1497778.625000 Penalty: 3130.572510
	Iteration 60F: 3 clusters Score -1497779 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1497778.750000 Penalty: 3130.572510
	Iteration 61Q: 3 clusters Score -1497779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1497778.750000 Penalty: 3130.572510
	Iteration 62Q: 3 clusters Score -1497779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1497782.375000 Penalty: 3130.572510
	Iteration 63Q: 3 clusters Score -1497782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1497779.875000 Penalty: 3130.572510
	Iteration 64Q: 3 clusters Score -1497780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1497783.375000 Penalty: 3130.572510
	Iteration 65Q: 3 clusters Score -1497783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1497783.250000 Penalty: 3130.572510
	Iteration 66Q: 3 clusters Score -1497783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1497788.500000 Penalty: 3130.572510
	Iteration 67Q: 3 clusters Score -1497788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1497788.750000 Penalty: 3130.572510
	Iteration 68Q: 3 clusters Score -1497789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1497787.875000 Penalty: 3130.572510
	Iteration 69Q: 3 clusters Score -1497788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1497793.000000 Penalty: 3130.572510
	Iteration 70Q: 3 clusters Score -1497793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1497798.250000 Penalty: 3130.572510
	Iteration 71Q: 3 clusters Score -1497798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1497801.750000 Penalty: 3130.572510
	Iteration 72Q: 3 clusters Score -1497802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1497800.500000 Penalty: 3130.572510
	Iteration 73Q: 3 clusters Score -1497800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1497806.250000 Penalty: 3130.572510
	Iteration 74Q: 3 clusters Score -1497806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1497808.250000 Penalty: 3130.572510
	Iteration 75Q: 3 clusters Score -1497808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1497812.375000 Penalty: 3130.572510
	Iteration 76Q: 3 clusters Score -1497812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1497813.500000 Penalty: 3130.572510
	Iteration 77Q: 3 clusters Score -1497814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1497824.000000 Penalty: 3130.572510
	Iteration 78Q: 3 clusters Score -1497824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1497829.625000 Penalty: 3130.572510
	Iteration 79Q: 3 clusters Score -1497830 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1497834.250000 Penalty: 3130.572510
	Iteration 80F: 3 clusters Score -1497834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1497841.500000 Penalty: 3130.572510
	Iteration 81Q: 3 clusters Score -1497842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1497841.875000 Penalty: 3130.572510
	Iteration 82Q: 3 clusters Score -1497842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1497844.500000 Penalty: 3130.572510
	Iteration 83Q: 3 clusters Score -1497844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1497849.875000 Penalty: 3130.572510
	Iteration 84Q: 3 clusters Score -1497850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1497851.500000 Penalty: 3130.572510
	Iteration 85Q: 3 clusters Score -1497852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1497860.000000 Penalty: 3130.572510
	Iteration 86Q: 3 clusters Score -1497860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1497864.250000 Penalty: 3130.572510
	Iteration 87Q: 3 clusters Score -1497864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1497864.625000 Penalty: 3130.572510
	Iteration 88Q: 3 clusters Score -1497865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1497868.750000 Penalty: 3130.572510
	Iteration 89Q: 3 clusters Score -1497869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1497868.625000 Penalty: 3130.572510
	Iteration 90Q: 3 clusters Score -1497869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1497871.625000 Penalty: 3130.572510
	Iteration 91Q: 3 clusters Score -1497872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1497870.625000 Penalty: 3130.572510
	Iteration 92Q: 3 clusters Score -1497871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1497874.500000 Penalty: 3130.572510
	Iteration 93Q: 3 clusters Score -1497874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1497878.625000 Penalty: 3130.572510
	Iteration 94Q: 3 clusters Score -1497879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1497883.375000 Penalty: 3130.572510
	Iteration 95Q: 3 clusters Score -1497883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1497883.000000 Penalty: 3130.572510
	Iteration 96Q: 3 clusters Score -1497883 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1497885.500000 Penalty: 3130.572510
	Iteration 97Q: 3 clusters Score -1497886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1497891.000000 Penalty: 3130.572510
	Iteration 98Q: 3 clusters Score -1497891 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1497893.000000 Penalty: 3130.572510
	Iteration 99Q: 3 clusters Score -1497893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1497895.250000 Penalty: 3130.572510
	Iteration 100F: 3 clusters Score -1497895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1497898.875000 Penalty: 3130.572510
	Iteration 101Q: 3 clusters Score -1497899 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1497904.375000 Penalty: 3130.572510
	Iteration 102Q: 3 clusters Score -1497904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1497909.125000 Penalty: 3130.572510
	Iteration 103Q: 3 clusters Score -1497909 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1497920.000000 Penalty: 3130.572510
	Iteration 104Q: 3 clusters Score -1497920 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1497928.375000 Penalty: 3130.572510
	Iteration 105Q: 3 clusters Score -1497928 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1497937.125000 Penalty: 3130.572510
	Iteration 106Q: 3 clusters Score -1497937 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1497943.000000 Penalty: 3130.572510
	Iteration 107Q: 3 clusters Score -1497943 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1497951.625000 Penalty: 3130.572510
	Iteration 108Q: 3 clusters Score -1497952 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1497963.875000 Penalty: 3130.572510
	Iteration 109Q: 3 clusters Score -1497964 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1497977.375000 Penalty: 3130.572510
	Iteration 110Q: 3 clusters Score -1497977 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1497990.625000 Penalty: 3130.572510
	Iteration 111Q: 3 clusters Score -1497991 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1498008.250000 Penalty: 3130.572510
	Iteration 112Q: 3 clusters Score -1498008 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1498035.750000 Penalty: 3130.572510
	Iteration 113Q: 3 clusters Score -1498036 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1498051.375000 Penalty: 3130.572510
	Iteration 114Q: 3 clusters Score -1498051 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1498067.125000 Penalty: 3130.572510
	Iteration 115Q: 3 clusters Score -1498067 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1498085.125000 Penalty: 3130.572510
	Iteration 116Q: 3 clusters Score -1498085 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1498095.250000 Penalty: 3130.572510
	Iteration 117Q: 3 clusters Score -1498095 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1498115.625000 Penalty: 3130.572510
	Iteration 118Q: 3 clusters Score -1498116 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1498136.625000 Penalty: 3130.572510
	Iteration 119Q: 3 clusters Score -1498137 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1498156.875000 Penalty: 3130.572510
	Iteration 120F: 3 clusters Score -1498157 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1498172.625000 Penalty: 3130.572510
	Iteration 121Q: 3 clusters Score -1498173 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1498191.375000 Penalty: 3130.572510
	Iteration 122Q: 3 clusters Score -1498191 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1498204.875000 Penalty: 3130.572510
	Iteration 123Q: 3 clusters Score -1498205 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1498226.750000 Penalty: 3130.572510
	Iteration 124Q: 3 clusters Score -1498227 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1498252.875000 Penalty: 3130.572510
	Iteration 125Q: 3 clusters Score -1498253 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1498278.500000 Penalty: 3130.572510
	Iteration 126Q: 3 clusters Score -1498278 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1498319.125000 Penalty: 3130.572510
	Iteration 127Q: 3 clusters Score -1498319 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1498370.000000 Penalty: 3130.572510
	Iteration 128Q: 3 clusters Score -1498370 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1498411.625000 Penalty: 3130.572510
	Iteration 129Q: 3 clusters Score -1498412 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1498455.250000 Penalty: 3130.572510
	Iteration 130Q: 3 clusters Score -1498455 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1498509.625000 Penalty: 3130.572510
	Iteration 131Q: 3 clusters Score -1498510 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1498552.500000 Penalty: 3130.572510
	Iteration 132Q: 3 clusters Score -1498552 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1498603.625000 Penalty: 3130.572510
	Iteration 133Q: 3 clusters Score -1498604 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1498650.125000 Penalty: 3130.572510
	Iteration 134Q: 3 clusters Score -1498650 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1498693.625000 Penalty: 3130.572510
	Iteration 135Q: 3 clusters Score -1498694 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1498734.375000 Penalty: 3130.572510
	Iteration 136Q: 3 clusters Score -1498734 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1498762.875000 Penalty: 3130.572510
	Iteration 137Q: 3 clusters Score -1498763 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1498782.750000 Penalty: 3130.572510
	Iteration 138Q: 3 clusters Score -1498783 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1498820.500000 Penalty: 3130.572510
	Iteration 139Q: 3 clusters Score -1498820 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1498885.875000 Penalty: 3130.572510
	Iteration 140F: 3 clusters Score -1498886 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1498979.875000 Penalty: 3130.572510
	Iteration 141Q: 3 clusters Score -1498980 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1499026.250000 Penalty: 3130.572510
	Iteration 142Q: 3 clusters Score -1499026 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -1499043.250000 Penalty: 3130.572510
	Iteration 143Q: 3 clusters Score -1499043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1499055.125000 Penalty: 3130.572510
	Iteration 144Q: 3 clusters Score -1499055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1499065.875000 Penalty: 3130.572510
	Iteration 145Q: 3 clusters Score -1499066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1499067.000000 Penalty: 3130.572510
	Iteration 146Q: 3 clusters Score -1499067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1499070.250000 Penalty: 3130.572510
	Iteration 147Q: 3 clusters Score -1499070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1499073.000000 Penalty: 3130.572510
	Iteration 148Q: 3 clusters Score -1499073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1499077.750000 Penalty: 3130.572510
	Iteration 149Q: 3 clusters Score -1499078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1499078.000000 Penalty: 3130.572510
	Iteration 150Q: 3 clusters Score -1499078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1499079.000000 Penalty: 3130.572510
	Iteration 151Q: 3 clusters Score -1499079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1499081.125000 Penalty: 3130.572510
	Iteration 152Q: 3 clusters Score -1499081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1499082.125000 Penalty: 3130.572510
	Iteration 153Q: 3 clusters Score -1499082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1499082.125000 Penalty: 3130.572510
	Iteration 154F: 3 clusters Score -1499082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Entering Unmasked Estep 
Score: -920751.125000 Penalty: 1477.268188
	Iteration 0F: 2 clusters Score -920751.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -914271.000000 Penalty: 2954.536377
	Iteration 0F: 3 clusters Score -914271 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -916343.375000 Penalty: 2954.536377
	Iteration 1F: 3 clusters Score -916343.4 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -916717.687500 Penalty: 2954.536377
	Iteration 2F: 3 clusters Score -916717.7 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -917106.687500 Penalty: 2954.536377
	Iteration 3F: 3 clusters Score -917106.7 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -917534.000000 Penalty: 2954.536377
	Iteration 4F: 3 clusters Score -917534 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -918036.125000 Penalty: 2954.536377
	Iteration 5F: 3 clusters Score -918036.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -918463.062500 Penalty: 2954.536377
	Iteration 6F: 3 clusters Score -918463.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -918740.687500 Penalty: 2954.536377
	Iteration 7F: 3 clusters Score -918740.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -918926.437500 Penalty: 2954.536377
	Iteration 8Q: 3 clusters Score -918926.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -919064.250000 Penalty: 2954.536377
	Iteration 9Q: 3 clusters Score -919064.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -919151.750000 Penalty: 2954.536377
	Iteration 10Q: 3 clusters Score -919151.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -919197.000000 Penalty: 2954.536377
	Iteration 11Q: 3 clusters Score -919197 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -919218.937500 Penalty: 2954.536377
	Iteration 12Q: 3 clusters Score -919218.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -919233.500000 Penalty: 2954.536377
	Iteration 13Q: 3 clusters Score -919233.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -919246.000000 Penalty: 2954.536377
	Iteration 14Q: 3 clusters Score -919246 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -919254.125000 Penalty: 2954.536377
	Iteration 15Q: 3 clusters Score -919254.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -919258.375000 Penalty: 2954.536377
	Iteration 16Q: 3 clusters Score -919258.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -919266.625000 Penalty: 2954.536377
	Iteration 17Q: 3 clusters Score -919266.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -919268.375000 Penalty: 2954.536377
	Iteration 18Q: 3 clusters Score -919268.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -919274.062500 Penalty: 2954.536377
	Iteration 19Q: 3 clusters Score -919274.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -919281.500000 Penalty: 2954.536377
	Iteration 20F: 3 clusters Score -919281.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -919284.000000 Penalty: 2954.536377
	Iteration 21Q: 3 clusters Score -919284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -919288.187500 Penalty: 2954.536377
	Iteration 22Q: 3 clusters Score -919288.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -919289.750000 Penalty: 2954.536377
	Iteration 23Q: 3 clusters Score -919289.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -919294.750000 Penalty: 2954.536377
	Iteration 24Q: 3 clusters Score -919294.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -919297.375000 Penalty: 2954.536377
	Iteration 25Q: 3 clusters Score -919297.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -919300.375000 Penalty: 2954.536377
	Iteration 26Q: 3 clusters Score -919300.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -919302.062500 Penalty: 2954.536377
	Iteration 27Q: 3 clusters Score -919302.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -919304.687500 Penalty: 2954.536377
	Iteration 28Q: 3 clusters Score -919304.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -919308.812500 Penalty: 2954.536377
	Iteration 29Q: 3 clusters Score -919308.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -919308.875000 Penalty: 2954.536377
	Iteration 30Q: 3 clusters Score -919308.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -919312.500000 Penalty: 2954.536377
	Iteration 31Q: 3 clusters Score -919312.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -919311.937500 Penalty: 2954.536377
	Iteration 32Q: 3 clusters Score -919311.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -919313.562500 Penalty: 2954.536377
	Iteration 33Q: 3 clusters Score -919313.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -919318.250000 Penalty: 2954.536377
	Iteration 34Q: 3 clusters Score -919318.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -919319.437500 Penalty: 2954.536377
	Iteration 35Q: 3 clusters Score -919319.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -919324.812500 Penalty: 2954.536377
	Iteration 36Q: 3 clusters Score -919324.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -919325.687500 Penalty: 2954.536377
	Iteration 37Q: 3 clusters Score -919325.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -919328.375000 Penalty: 2954.536377
	Iteration 38Q: 3 clusters Score -919328.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -919333.937500 Penalty: 2954.536377
	Iteration 39Q: 3 clusters Score -919333.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -919334.125000 Penalty: 2954.536377
	Iteration 40F: 3 clusters Score -919334.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -919339.625000 Penalty: 2954.536377
	Iteration 41Q: 3 clusters Score -919339.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -919343.937500 Penalty: 2954.536377
	Iteration 42Q: 3 clusters Score -919343.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -919348.625000 Penalty: 2954.536377
	Iteration 43Q: 3 clusters Score -919348.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -919360.437500 Penalty: 2954.536377
	Iteration 44Q: 3 clusters Score -919360.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -919372.625000 Penalty: 2954.536377
	Iteration 45Q: 3 clusters Score -919372.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -919399.375000 Penalty: 2954.536377
	Iteration 46Q: 3 clusters Score -919399.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -919430.125000 Penalty: 2954.536377
	Iteration 47Q: 3 clusters Score -919430.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -919478.937500 Penalty: 2954.536377
	Iteration 48Q: 3 clusters Score -919478.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -919525.375000 Penalty: 2954.536377
	Iteration 49Q: 3 clusters Score -919525.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -919584.812500 Penalty: 2954.536377
	Iteration 50Q: 3 clusters Score -919584.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -919674.937500 Penalty: 2954.536377
	Iteration 51Q: 3 clusters Score -919674.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -919784.937500 Penalty: 2954.536377
	Iteration 52Q: 3 clusters Score -919784.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -919911.625000 Penalty: 2954.536377
	Iteration 53Q: 3 clusters Score -919911.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -920034.312500 Penalty: 2954.536377
	Iteration 54Q: 3 clusters Score -920034.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -920178.937500 Penalty: 2954.536377
	Iteration 55Q: 3 clusters Score -920178.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -920342.562500 Penalty: 2954.536377
	Iteration 56Q: 3 clusters Score -920342.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -920639.500000 Penalty: 2954.536377
	Iteration 57Q: 3 clusters Score -920639.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -921202.062500 Penalty: 2954.536377
	Iteration 58Q: 3 clusters Score -921202.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -921924.750000 Penalty: 2954.536377
	Iteration 59Q: 3 clusters Score -921924.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -922494.937500 Penalty: 2954.536377
	Iteration 60F: 3 clusters Score -922494.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -922652.625000 Penalty: 2954.536377
	Iteration 61Q: 3 clusters Score -922652.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -922824.812500 Penalty: 2954.536377
	Iteration 62Q: 3 clusters Score -922824.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -923145.062500 Penalty: 2954.536377
	Iteration 63Q: 3 clusters Score -923145.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -923721.062500 Penalty: 2954.536377
	Iteration 64Q: 3 clusters Score -923721.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -924283.625000 Penalty: 2954.536377
	Iteration 65Q: 3 clusters Score -924283.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -924465.125000 Penalty: 2954.536377
	Iteration 66Q: 3 clusters Score -924465.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -924499.562500 Penalty: 2954.536377
	Iteration 67Q: 3 clusters Score -924499.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -924506.562500 Penalty: 2954.536377
	Iteration 68Q: 3 clusters Score -924506.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -924507.750000 Penalty: 2954.536377
	Iteration 69Q: 3 clusters Score -924507.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -924509.000000 Penalty: 2954.536377
	Iteration 70Q: 3 clusters Score -924509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -924509.562500 Penalty: 2954.536377
	Iteration 71Q: 3 clusters Score -924509.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -924511.437500 Penalty: 2954.536377
	Iteration 72F: 3 clusters Score -924511.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -924511.250000 Penalty: 2954.536377
	Iteration 73Q: 3 clusters Score -924511.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -924511.875000 Penalty: 2954.536377
	Iteration 74Q: 3 clusters Score -924511.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -924511.875000 Penalty: 2954.536377
	Iteration 75F: 3 clusters Score -924511.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 19862 members 
Mstep: Class 3 contains 15253 members 
Mstep: Class 4 contains 5264 members 
Mstep: Class 5 contains 33534 members 
Mstep: Class 6 contains 135426 members 
Mstep: Class 7 contains 9181 members 
Mstep: Class 8 contains 194494 members 
Mstep: Class 9 contains 3610 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 6245 members 
Mstep: Class 12 contains 4145 members 
Mstep: Class 13 contains 8004 members 
Mstep: Class 14 contains 29039 members 
Mstep: Class 18 contains 19718 members 
Mstep: Class 19 contains 3512 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 21 contains 22938 members 
Mstep: Class 22 contains 8803 members 
Mstep: Class 23 contains 30232 members 
Mstep: Class 24 contains 17702 members 
Entering Unmasked Estep 
Score: -65880572.000000 Penalty: 45629.746094
Splitting cluster 4 changes total score from -65877472.000000 to -65880572.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 5 (33534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Entering Unmasked Estep 
Score: -3541056.750000 Penalty: 1693.301147
	Iteration 0F: 2 clusters Score -3541057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3518447.500000 Penalty: 3386.602295
	Iteration 0F: 3 clusters Score -3518448 nChanged 15582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -3528130.000000 Penalty: 3386.602295
	Iteration 1F: 3 clusters Score -3528130 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -3530923.000000 Penalty: 3386.602295
	Iteration 2F: 3 clusters Score -3530923 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -3534002.000000 Penalty: 3386.602295
	Iteration 3F: 3 clusters Score -3534002 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -3536808.000000 Penalty: 3386.602295
	Iteration 4F: 3 clusters Score -3536808 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -3539113.750000 Penalty: 3386.602295
	Iteration 5F: 3 clusters Score -3539114 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -3540746.500000 Penalty: 3386.602295
	Iteration 6F: 3 clusters Score -3540746 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -3541663.500000 Penalty: 3386.602295
	Iteration 7Q: 3 clusters Score -3541664 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -3542255.250000 Penalty: 3386.602295
	Iteration 8Q: 3 clusters Score -3542255 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -3542877.250000 Penalty: 3386.602295
	Iteration 9Q: 3 clusters Score -3542877 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -3543544.750000 Penalty: 3386.602295
	Iteration 10Q: 3 clusters Score -3543545 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -3544279.000000 Penalty: 3386.602295
	Iteration 11Q: 3 clusters Score -3544279 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -3544774.250000 Penalty: 3386.602295
	Iteration 12Q: 3 clusters Score -3544774 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -3545066.250000 Penalty: 3386.602295
	Iteration 13Q: 3 clusters Score -3545066 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -3545184.000000 Penalty: 3386.602295
	Iteration 14Q: 3 clusters Score -3545184 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -3545246.750000 Penalty: 3386.602295
	Iteration 15Q: 3 clusters Score -3545247 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -3545280.750000 Penalty: 3386.602295
	Iteration 16Q: 3 clusters Score -3545281 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -3545299.750000 Penalty: 3386.602295
	Iteration 17Q: 3 clusters Score -3545300 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -3545311.500000 Penalty: 3386.602295
	Iteration 18Q: 3 clusters Score -3545312 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -3545323.500000 Penalty: 3386.602295
	Iteration 19Q: 3 clusters Score -3545324 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -3545329.000000 Penalty: 3386.602295
	Iteration 20F: 3 clusters Score -3545329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -3545328.750000 Penalty: 3386.602295
	Iteration 21Q: 3 clusters Score -3545329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -3545337.000000 Penalty: 3386.602295
	Iteration 22Q: 3 clusters Score -3545337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -3545344.750000 Penalty: 3386.602295
	Iteration 23Q: 3 clusters Score -3545345 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -3545342.750000 Penalty: 3386.602295
	Iteration 24Q: 3 clusters Score -3545343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -3545341.000000 Penalty: 3386.602295
	Iteration 25Q: 3 clusters Score -3545341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -3545345.500000 Penalty: 3386.602295
	Iteration 26Q: 3 clusters Score -3545346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -3545354.000000 Penalty: 3386.602295
	Iteration 27Q: 3 clusters Score -3545354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -3545350.750000 Penalty: 3386.602295
	Iteration 28Q: 3 clusters Score -3545351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -3545350.500000 Penalty: 3386.602295
	Iteration 29Q: 3 clusters Score -3545350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -3545355.750000 Penalty: 3386.602295
	Iteration 30Q: 3 clusters Score -3545356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -3545356.250000 Penalty: 3386.602295
	Iteration 31Q: 3 clusters Score -3545356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -3545347.750000 Penalty: 3386.602295
	Iteration 32Q: 3 clusters Score -3545348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -3545349.000000 Penalty: 3386.602295
	Iteration 33Q: 3 clusters Score -3545349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -3545346.000000 Penalty: 3386.602295
	Iteration 34Q: 3 clusters Score -3545346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -3545349.250000 Penalty: 3386.602295
	Iteration 35Q: 3 clusters Score -3545349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -3545352.250000 Penalty: 3386.602295
	Iteration 36Q: 3 clusters Score -3545352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -3545349.000000 Penalty: 3386.602295
	Iteration 37Q: 3 clusters Score -3545349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -3545349.000000 Penalty: 3386.602295
	Iteration 38F: 3 clusters Score -3545349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 19862 members 
Mstep: Class 3 contains 15253 members 
Mstep: Class 4 contains 5264 members 
Mstep: Class 5 contains 29263 members 
Mstep: Class 6 contains 135426 members 
Mstep: Class 7 contains 9181 members 
Mstep: Class 8 contains 194494 members 
Mstep: Class 9 contains 3610 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 6245 members 
Mstep: Class 12 contains 4145 members 
Mstep: Class 13 contains 8004 members 
Mstep: Class 14 contains 29039 members 
Mstep: Class 15 contains 4271 members 
Mstep: Class 18 contains 19718 members 
Mstep: Class 19 contains 3512 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 21 contains 22938 members 
Mstep: Class 22 contains 8803 members 
Mstep: Class 23 contains 30232 members 
Mstep: Class 24 contains 17702 members 
Entering Unmasked Estep 
Score: -65884296.000000 Penalty: 47802.589844
Splitting cluster 5 changes total score from -65877472.000000 to -65884296.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 6 (135426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135426 members 
Entering Unmasked Estep 
Score: -14508875.000000 Penalty: 1920.129272
	Iteration 0F: 2 clusters Score -1.450888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67638 members 
Mstep: Class 2 contains 67788 members 
Entering Unmasked Estep 
Score: -14418194.000000 Penalty: 3840.258545
	Iteration 0F: 3 clusters Score -1.441819e+07 nChanged 65316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65854 members 
Mstep: Class 2 contains 69572 members 
Entering Unmasked Estep 
Score: -14456671.000000 Penalty: 3840.258545
	Iteration 1F: 3 clusters Score -1.445667e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64816 members 
Mstep: Class 2 contains 70610 members 
Entering Unmasked Estep 
Score: -14457432.000000 Penalty: 3840.258545
	Iteration 2Q: 3 clusters Score -1.445743e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63190 members 
Mstep: Class 2 contains 72236 members 
Entering Unmasked Estep 
Score: -14458428.000000 Penalty: 3840.258545
	Iteration 3Q: 3 clusters Score -1.445843e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60794 members 
Mstep: Class 2 contains 74632 members 
Entering Unmasked Estep 
Score: -14459612.000000 Penalty: 3840.258545
	Iteration 4Q: 3 clusters Score -1.445961e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57211 members 
Mstep: Class 2 contains 78215 members 
Entering Unmasked Estep 
Score: -14461616.000000 Penalty: 3840.258545
	Iteration 5Q: 3 clusters Score -1.446162e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 83357 members 
Entering Unmasked Estep 
Score: -14464691.000000 Penalty: 3840.258545
	Iteration 6Q: 3 clusters Score -1.446469e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 90278 members 
Entering Unmasked Estep 
Score: -14469274.000000 Penalty: 3840.258545
	Iteration 7F: 3 clusters Score -1.446927e+07 nChanged 9057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 98833 members 
Entering Unmasked Estep 
Score: -14476011.000000 Penalty: 3840.258545
	Iteration 8F: 3 clusters Score -1.447601e+07 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 108059 members 
Entering Unmasked Estep 
Score: -14484392.000000 Penalty: 3840.258545
	Iteration 9F: 3 clusters Score -1.448439e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 116093 members 
Entering Unmasked Estep 
Score: -14491704.000000 Penalty: 3840.258545
	Iteration 10F: 3 clusters Score -1.44917e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 122113 members 
Entering Unmasked Estep 
Score: -14496957.000000 Penalty: 3840.258545
	Iteration 11Q: 3 clusters Score -1.449696e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 126341 members 
Entering Unmasked Estep 
Score: -14500565.000000 Penalty: 3840.258545
	Iteration 12Q: 3 clusters Score -1.450056e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 129244 members 
Entering Unmasked Estep 
Score: -14502885.000000 Penalty: 3840.258545
	Iteration 13Q: 3 clusters Score -1.450288e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 131151 members 
Entering Unmasked Estep 
Score: -14504286.000000 Penalty: 3840.258545
	Iteration 14Q: 3 clusters Score -1.450429e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 132491 members 
Entering Unmasked Estep 
Score: -14505203.000000 Penalty: 3840.258545
	Iteration 15Q: 3 clusters Score -1.45052e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 133411 members 
Entering Unmasked Estep 
Score: -14505914.000000 Penalty: 3840.258545
	Iteration 16Q: 3 clusters Score -1.450591e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 134036 members 
Entering Unmasked Estep 
Score: -14506342.000000 Penalty: 3840.258545
	Iteration 17Q: 3 clusters Score -1.450634e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 134432 members 
Entering Unmasked Estep 
Score: -14506650.000000 Penalty: 3840.258545
	Iteration 18Q: 3 clusters Score -1.450665e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 134655 members 
Entering Unmasked Estep 
Score: -14506790.000000 Penalty: 3840.258545
	Iteration 19Q: 3 clusters Score -1.450679e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 134790 members 
Entering Unmasked Estep 
Score: -14506914.000000 Penalty: 3840.258545
	Iteration 20F: 3 clusters Score -1.450691e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 134888 members 
Entering Unmasked Estep 
Score: -14507004.000000 Penalty: 3840.258545
	Iteration 21Q: 3 clusters Score -1.4507e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 134943 members 
Entering Unmasked Estep 
Score: -14507063.000000 Penalty: 3840.258545
	Iteration 22Q: 3 clusters Score -1.450706e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 134977 members 
Entering Unmasked Estep 
Score: -14507073.000000 Penalty: 3840.258545
	Iteration 23Q: 3 clusters Score -1.450707e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 135006 members 
Entering Unmasked Estep 
Score: -14507081.000000 Penalty: 3840.258545
	Iteration 24Q: 3 clusters Score -1.450708e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 135024 members 
Entering Unmasked Estep 
Score: -14507103.000000 Penalty: 3840.258545
	Iteration 25Q: 3 clusters Score -1.45071e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 135037 members 
Entering Unmasked Estep 
Score: -14507112.000000 Penalty: 3840.258545
	Iteration 26Q: 3 clusters Score -1.450711e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 135052 members 
Entering Unmasked Estep 
Score: -14507131.000000 Penalty: 3840.258545
	Iteration 27Q: 3 clusters Score -1.450713e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 135066 members 
Entering Unmasked Estep 
Score: -14507136.000000 Penalty: 3840.258545
	Iteration 28Q: 3 clusters Score -1.450714e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 135079 members 
Entering Unmasked Estep 
Score: -14507142.000000 Penalty: 3840.258545
	Iteration 29Q: 3 clusters Score -1.450714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 135081 members 
Entering Unmasked Estep 
Score: -14507154.000000 Penalty: 3840.258545
	Iteration 30Q: 3 clusters Score -1.450715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 135085 members 
Entering Unmasked Estep 
Score: -14507157.000000 Penalty: 3840.258545
	Iteration 31Q: 3 clusters Score -1.450716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 135089 members 
Entering Unmasked Estep 
Score: -14507167.000000 Penalty: 3840.258545
	Iteration 32Q: 3 clusters Score -1.450717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 135090 members 
Entering Unmasked Estep 
Score: -14507164.000000 Penalty: 3840.258545
	Iteration 33Q: 3 clusters Score -1.450716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 135091 members 
Entering Unmasked Estep 
Score: -14507167.000000 Penalty: 3840.258545
	Iteration 34Q: 3 clusters Score -1.450717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 135092 members 
Entering Unmasked Estep 
Score: -14507168.000000 Penalty: 3840.258545
	Iteration 35Q: 3 clusters Score -1.450717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 135095 members 
Entering Unmasked Estep 
Score: -14507171.000000 Penalty: 3840.258545
	Iteration 36Q: 3 clusters Score -1.450717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 135098 members 
Entering Unmasked Estep 
Score: -14507174.000000 Penalty: 3840.258545
	Iteration 37Q: 3 clusters Score -1.450717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 135099 members 
Entering Unmasked Estep 
Score: -14507178.000000 Penalty: 3840.258545
	Iteration 38Q: 3 clusters Score -1.450718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 135100 members 
Entering Unmasked Estep 
Score: -14507177.000000 Penalty: 3840.258545
	Iteration 39Q: 3 clusters Score -1.450718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 135101 members 
Entering Unmasked Estep 
Score: -14507175.000000 Penalty: 3840.258545
	Iteration 40F: 3 clusters Score -1.450718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 135102 members 
Entering Unmasked Estep 
Score: -14507183.000000 Penalty: 3840.258545
	Iteration 41Q: 3 clusters Score -1.450718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 135104 members 
Entering Unmasked Estep 
Score: -14507190.000000 Penalty: 3840.258545
	Iteration 42Q: 3 clusters Score -1.450719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 135103 members 
Entering Unmasked Estep 
Score: -14507189.000000 Penalty: 3840.258545
	Iteration 43Q: 3 clusters Score -1.450719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 135103 members 
Entering Unmasked Estep 
Score: -14507189.000000 Penalty: 3840.258545
	Iteration 44F: 3 clusters Score -1.450719e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Entering Unmasked Estep 
Score: -907068.750000 Penalty: 1482.794800
	Iteration 0F: 2 clusters Score -907068.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -900485.562500 Penalty: 2965.589600
	Iteration 0F: 3 clusters Score -900485.6 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -903357.312500 Penalty: 2965.589600
	Iteration 1F: 3 clusters Score -903357.3 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -904912.500000 Penalty: 2965.589600
	Iteration 2F: 3 clusters Score -904912.5 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -906407.000000 Penalty: 2965.589600
	Iteration 3F: 3 clusters Score -906407 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -907160.062500 Penalty: 2965.589600
	Iteration 4F: 3 clusters Score -907160.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -907480.437500 Penalty: 2965.589600
	Iteration 5Q: 3 clusters Score -907480.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -907741.500000 Penalty: 2965.589600
	Iteration 6Q: 3 clusters Score -907741.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -908001.250000 Penalty: 2965.589600
	Iteration 7Q: 3 clusters Score -908001.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -908359.000000 Penalty: 2965.589600
	Iteration 8Q: 3 clusters Score -908359 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -908951.437500 Penalty: 2965.589600
	Iteration 9Q: 3 clusters Score -908951.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -909780.500000 Penalty: 2965.589600
	Iteration 10Q: 3 clusters Score -909780.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -910281.500000 Penalty: 2965.589600
	Iteration 11Q: 3 clusters Score -910281.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -910388.250000 Penalty: 2965.589600
	Iteration 12Q: 3 clusters Score -910388.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -910454.437500 Penalty: 2965.589600
	Iteration 13Q: 3 clusters Score -910454.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -910535.562500 Penalty: 2965.589600
	Iteration 14Q: 3 clusters Score -910535.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -910649.875000 Penalty: 2965.589600
	Iteration 15Q: 3 clusters Score -910649.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -910740.250000 Penalty: 2965.589600
	Iteration 16Q: 3 clusters Score -910740.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -910802.562500 Penalty: 2965.589600
	Iteration 17Q: 3 clusters Score -910802.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -910848.437500 Penalty: 2965.589600
	Iteration 18Q: 3 clusters Score -910848.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -910877.000000 Penalty: 2965.589600
	Iteration 19Q: 3 clusters Score -910877 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -910909.375000 Penalty: 2965.589600
	Iteration 20F: 3 clusters Score -910909.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -910927.625000 Penalty: 2965.589600
	Iteration 21Q: 3 clusters Score -910927.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -910944.000000 Penalty: 2965.589600
	Iteration 22Q: 3 clusters Score -910944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -910949.875000 Penalty: 2965.589600
	Iteration 23Q: 3 clusters Score -910949.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -910960.562500 Penalty: 2965.589600
	Iteration 24Q: 3 clusters Score -910960.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -910970.000000 Penalty: 2965.589600
	Iteration 25Q: 3 clusters Score -910970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -910980.250000 Penalty: 2965.589600
	Iteration 26Q: 3 clusters Score -910980.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -911002.500000 Penalty: 2965.589600
	Iteration 27Q: 3 clusters Score -911002.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -911021.437500 Penalty: 2965.589600
	Iteration 28Q: 3 clusters Score -911021.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -911038.375000 Penalty: 2965.589600
	Iteration 29Q: 3 clusters Score -911038.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -911066.437500 Penalty: 2965.589600
	Iteration 30Q: 3 clusters Score -911066.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -911101.437500 Penalty: 2965.589600
	Iteration 31Q: 3 clusters Score -911101.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -911160.125000 Penalty: 2965.589600
	Iteration 32Q: 3 clusters Score -911160.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -911266.875000 Penalty: 2965.589600
	Iteration 33Q: 3 clusters Score -911266.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -911338.312500 Penalty: 2965.589600
	Iteration 34Q: 3 clusters Score -911338.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -911370.187500 Penalty: 2965.589600
	Iteration 35Q: 3 clusters Score -911370.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -911383.125000 Penalty: 2965.589600
	Iteration 36Q: 3 clusters Score -911383.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -911391.187500 Penalty: 2965.589600
	Iteration 37Q: 3 clusters Score -911391.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -911393.250000 Penalty: 2965.589600
	Iteration 38Q: 3 clusters Score -911393.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -911394.625000 Penalty: 2965.589600
	Iteration 39Q: 3 clusters Score -911394.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -911394.687500 Penalty: 2965.589600
	Iteration 40F: 3 clusters Score -911394.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 19862 members 
Mstep: Class 3 contains 15253 members 
Mstep: Class 4 contains 5264 members 
Mstep: Class 5 contains 29263 members 
Mstep: Class 6 contains 135426 members 
Mstep: Class 7 contains 4936 members 
Mstep: Class 8 contains 194494 members 
Mstep: Class 9 contains 3610 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 6245 members 
Mstep: Class 12 contains 4145 members 
Mstep: Class 13 contains 8004 members 
Mstep: Class 14 contains 29039 members 
Mstep: Class 15 contains 4271 members 
Mstep: Class 16 contains 4245 members 
Mstep: Class 18 contains 19718 members 
Mstep: Class 19 contains 3512 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 21 contains 22938 members 
Mstep: Class 22 contains 8803 members 
Mstep: Class 23 contains 30232 members 
Mstep: Class 24 contains 17702 members 
Entering Unmasked Estep 
Score: -65888176.000000 Penalty: 49975.437500
Splitting cluster 7 changes total score from -65877472.000000 to -65888176.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 8 (194494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194494 members 
Entering Unmasked Estep 
Score: -20804204.000000 Penalty: 1978.950439
	Iteration 0F: 2 clusters Score -2.08042e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97190 members 
Mstep: Class 2 contains 97304 members 
Entering Unmasked Estep 
Score: -20688068.000000 Penalty: 3957.900879
	Iteration 0F: 3 clusters Score -2.068807e+07 nChanged 93901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95005 members 
Mstep: Class 2 contains 99489 members 
Entering Unmasked Estep 
Score: -20743302.000000 Penalty: 3957.900879
	Iteration 1F: 3 clusters Score -2.07433e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93862 members 
Mstep: Class 2 contains 100632 members 
Entering Unmasked Estep 
Score: -20744806.000000 Penalty: 3957.900879
	Iteration 2Q: 3 clusters Score -2.074481e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92040 members 
Mstep: Class 2 contains 102454 members 
Entering Unmasked Estep 
Score: -20746732.000000 Penalty: 3957.900879
	Iteration 3Q: 3 clusters Score -2.074673e+07 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89265 members 
Mstep: Class 2 contains 105229 members 
Entering Unmasked Estep 
Score: -20750018.000000 Penalty: 3957.900879
	Iteration 4Q: 3 clusters Score -2.075002e+07 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85119 members 
Mstep: Class 2 contains 109375 members 
Entering Unmasked Estep 
Score: -20754820.000000 Penalty: 3957.900879
	Iteration 5Q: 3 clusters Score -2.075482e+07 nChanged 11280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79947 members 
Mstep: Class 2 contains 114547 members 
Entering Unmasked Estep 
Score: -20762282.000000 Penalty: 3957.900879
	Iteration 6F: 3 clusters Score -2.076228e+07 nChanged 12406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74369 members 
Mstep: Class 2 contains 120125 members 
Entering Unmasked Estep 
Score: -20771848.000000 Penalty: 3957.900879
	Iteration 7F: 3 clusters Score -2.077185e+07 nChanged 11937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69508 members 
Mstep: Class 2 contains 124986 members 
Entering Unmasked Estep 
Score: -20780708.000000 Penalty: 3957.900879
	Iteration 8F: 3 clusters Score -2.078071e+07 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65845 members 
Mstep: Class 2 contains 128649 members 
Entering Unmasked Estep 
Score: -20786178.000000 Penalty: 3957.900879
	Iteration 9Q: 3 clusters Score -2.078618e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62642 members 
Mstep: Class 2 contains 131852 members 
Entering Unmasked Estep 
Score: -20788830.000000 Penalty: 3957.900879
	Iteration 10Q: 3 clusters Score -2.078883e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59317 members 
Mstep: Class 2 contains 135177 members 
Entering Unmasked Estep 
Score: -20790614.000000 Penalty: 3957.900879
	Iteration 11Q: 3 clusters Score -2.079061e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55846 members 
Mstep: Class 2 contains 138648 members 
Entering Unmasked Estep 
Score: -20792294.000000 Penalty: 3957.900879
	Iteration 12Q: 3 clusters Score -2.079229e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 142221 members 
Entering Unmasked Estep 
Score: -20794098.000000 Penalty: 3957.900879
	Iteration 13Q: 3 clusters Score -2.07941e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48477 members 
Mstep: Class 2 contains 146017 members 
Entering Unmasked Estep 
Score: -20796012.000000 Penalty: 3957.900879
	Iteration 14Q: 3 clusters Score -2.079601e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 149897 members 
Entering Unmasked Estep 
Score: -20798424.000000 Penalty: 3957.900879
	Iteration 15Q: 3 clusters Score -2.079842e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 153994 members 
Entering Unmasked Estep 
Score: -20800972.000000 Penalty: 3957.900879
	Iteration 16Q: 3 clusters Score -2.080097e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 158156 members 
Entering Unmasked Estep 
Score: -20803266.000000 Penalty: 3957.900879
	Iteration 17Q: 3 clusters Score -2.080327e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 162037 members 
Entering Unmasked Estep 
Score: -20805498.000000 Penalty: 3957.900879
	Iteration 18Q: 3 clusters Score -2.08055e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 165382 members 
Entering Unmasked Estep 
Score: -20807014.000000 Penalty: 3957.900879
	Iteration 19Q: 3 clusters Score -2.080701e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 168220 members 
Entering Unmasked Estep 
Score: -20808428.000000 Penalty: 3957.900879
	Iteration 20F: 3 clusters Score -2.080843e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 170487 members 
Entering Unmasked Estep 
Score: -20809032.000000 Penalty: 3957.900879
	Iteration 21Q: 3 clusters Score -2.080903e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 172382 members 
Entering Unmasked Estep 
Score: -20809512.000000 Penalty: 3957.900879
	Iteration 22Q: 3 clusters Score -2.080951e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 173897 members 
Entering Unmasked Estep 
Score: -20809868.000000 Penalty: 3957.900879
	Iteration 23Q: 3 clusters Score -2.080987e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 175059 members 
Entering Unmasked Estep 
Score: -20809972.000000 Penalty: 3957.900879
	Iteration 24Q: 3 clusters Score -2.080997e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 176061 members 
Entering Unmasked Estep 
Score: -20810030.000000 Penalty: 3957.900879
	Iteration 25Q: 3 clusters Score -2.081003e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 176904 members 
Entering Unmasked Estep 
Score: -20810110.000000 Penalty: 3957.900879
	Iteration 26Q: 3 clusters Score -2.081011e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 177674 members 
Entering Unmasked Estep 
Score: -20810018.000000 Penalty: 3957.900879
	Iteration 27Q: 3 clusters Score -2.081002e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 178331 members 
Entering Unmasked Estep 
Score: -20809916.000000 Penalty: 3957.900879
	Iteration 28Q: 3 clusters Score -2.080992e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 178904 members 
Entering Unmasked Estep 
Score: -20809774.000000 Penalty: 3957.900879
	Iteration 29Q: 3 clusters Score -2.080977e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 179394 members 
Entering Unmasked Estep 
Score: -20809802.000000 Penalty: 3957.900879
	Iteration 30Q: 3 clusters Score -2.08098e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 179784 members 
Entering Unmasked Estep 
Score: -20809820.000000 Penalty: 3957.900879
	Iteration 31Q: 3 clusters Score -2.080982e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 180160 members 
Entering Unmasked Estep 
Score: -20809764.000000 Penalty: 3957.900879
	Iteration 32Q: 3 clusters Score -2.080976e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 180457 members 
Entering Unmasked Estep 
Score: -20809698.000000 Penalty: 3957.900879
	Iteration 33Q: 3 clusters Score -2.08097e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 180733 members 
Entering Unmasked Estep 
Score: -20809594.000000 Penalty: 3957.900879
	Iteration 34Q: 3 clusters Score -2.080959e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 180967 members 
Entering Unmasked Estep 
Score: -20809536.000000 Penalty: 3957.900879
	Iteration 35Q: 3 clusters Score -2.080954e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 181155 members 
Entering Unmasked Estep 
Score: -20809494.000000 Penalty: 3957.900879
	Iteration 36Q: 3 clusters Score -2.080949e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 181331 members 
Entering Unmasked Estep 
Score: -20809478.000000 Penalty: 3957.900879
	Iteration 37Q: 3 clusters Score -2.080948e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 181483 members 
Entering Unmasked Estep 
Score: -20809454.000000 Penalty: 3957.900879
	Iteration 38Q: 3 clusters Score -2.080945e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 181622 members 
Entering Unmasked Estep 
Score: -20809392.000000 Penalty: 3957.900879
	Iteration 39Q: 3 clusters Score -2.080939e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 181758 members 
Entering Unmasked Estep 
Score: -20809362.000000 Penalty: 3957.900879
	Iteration 40F: 3 clusters Score -2.080936e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 181886 members 
Entering Unmasked Estep 
Score: -20809356.000000 Penalty: 3957.900879
	Iteration 41Q: 3 clusters Score -2.080936e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 181999 members 
Entering Unmasked Estep 
Score: -20809340.000000 Penalty: 3957.900879
	Iteration 42Q: 3 clusters Score -2.080934e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 182088 members 
Entering Unmasked Estep 
Score: -20809258.000000 Penalty: 3957.900879
	Iteration 43Q: 3 clusters Score -2.080926e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 182184 members 
Entering Unmasked Estep 
Score: -20809230.000000 Penalty: 3957.900879
	Iteration 44Q: 3 clusters Score -2.080923e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 182267 members 
Entering Unmasked Estep 
Score: -20809190.000000 Penalty: 3957.900879
	Iteration 45Q: 3 clusters Score -2.080919e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 182339 members 
Entering Unmasked Estep 
Score: -20809168.000000 Penalty: 3957.900879
	Iteration 46Q: 3 clusters Score -2.080917e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 182398 members 
Entering Unmasked Estep 
Score: -20809130.000000 Penalty: 3957.900879
	Iteration 47Q: 3 clusters Score -2.080913e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 182453 members 
Entering Unmasked Estep 
Score: -20809102.000000 Penalty: 3957.900879
	Iteration 48Q: 3 clusters Score -2.08091e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 182506 members 
Entering Unmasked Estep 
Score: -20809118.000000 Penalty: 3957.900879
	Iteration 49Q: 3 clusters Score -2.080912e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 182541 members 
Entering Unmasked Estep 
Score: -20809122.000000 Penalty: 3957.900879
	Iteration 50Q: 3 clusters Score -2.080912e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 182580 members 
Entering Unmasked Estep 
Score: -20809094.000000 Penalty: 3957.900879
	Iteration 51Q: 3 clusters Score -2.080909e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 182622 members 
Entering Unmasked Estep 
Score: -20809066.000000 Penalty: 3957.900879
	Iteration 52Q: 3 clusters Score -2.080907e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 182660 members 
Entering Unmasked Estep 
Score: -20809032.000000 Penalty: 3957.900879
	Iteration 53Q: 3 clusters Score -2.080903e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 182697 members 
Entering Unmasked Estep 
Score: -20809016.000000 Penalty: 3957.900879
	Iteration 54Q: 3 clusters Score -2.080902e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 182744 members 
Entering Unmasked Estep 
Score: -20809028.000000 Penalty: 3957.900879
	Iteration 55Q: 3 clusters Score -2.080903e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 182794 members 
Entering Unmasked Estep 
Score: -20809008.000000 Penalty: 3957.900879
	Iteration 56Q: 3 clusters Score -2.080901e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 182839 members 
Entering Unmasked Estep 
Score: -20809012.000000 Penalty: 3957.900879
	Iteration 57Q: 3 clusters Score -2.080901e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 182871 members 
Entering Unmasked Estep 
Score: -20808978.000000 Penalty: 3957.900879
	Iteration 58Q: 3 clusters Score -2.080898e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 182907 members 
Entering Unmasked Estep 
Score: -20809000.000000 Penalty: 3957.900879
	Iteration 59Q: 3 clusters Score -2.0809e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 182947 members 
Entering Unmasked Estep 
Score: -20808972.000000 Penalty: 3957.900879
	Iteration 60F: 3 clusters Score -2.080897e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 182993 members 
Entering Unmasked Estep 
Score: -20808968.000000 Penalty: 3957.900879
	Iteration 61Q: 3 clusters Score -2.080897e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 183037 members 
Entering Unmasked Estep 
Score: -20808928.000000 Penalty: 3957.900879
	Iteration 62Q: 3 clusters Score -2.080893e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 183074 members 
Entering Unmasked Estep 
Score: -20808916.000000 Penalty: 3957.900879
	Iteration 63Q: 3 clusters Score -2.080892e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 183111 members 
Entering Unmasked Estep 
Score: -20808916.000000 Penalty: 3957.900879
	Iteration 64Q: 3 clusters Score -2.080892e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 183146 members 
Entering Unmasked Estep 
Score: -20808906.000000 Penalty: 3957.900879
	Iteration 65Q: 3 clusters Score -2.080891e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 183176 members 
Entering Unmasked Estep 
Score: -20808918.000000 Penalty: 3957.900879
	Iteration 66Q: 3 clusters Score -2.080892e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 183209 members 
Entering Unmasked Estep 
Score: -20808894.000000 Penalty: 3957.900879
	Iteration 67Q: 3 clusters Score -2.080889e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 183237 members 
Entering Unmasked Estep 
Score: -20808900.000000 Penalty: 3957.900879
	Iteration 68Q: 3 clusters Score -2.08089e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 183273 members 
Entering Unmasked Estep 
Score: -20808874.000000 Penalty: 3957.900879
	Iteration 69Q: 3 clusters Score -2.080887e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 183317 members 
Entering Unmasked Estep 
Score: -20808876.000000 Penalty: 3957.900879
	Iteration 70Q: 3 clusters Score -2.080888e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 183343 members 
Entering Unmasked Estep 
Score: -20808886.000000 Penalty: 3957.900879
	Iteration 71Q: 3 clusters Score -2.080889e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 183369 members 
Entering Unmasked Estep 
Score: -20808880.000000 Penalty: 3957.900879
	Iteration 72Q: 3 clusters Score -2.080888e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 183397 members 
Entering Unmasked Estep 
Score: -20808866.000000 Penalty: 3957.900879
	Iteration 73Q: 3 clusters Score -2.080887e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 183420 members 
Entering Unmasked Estep 
Score: -20808854.000000 Penalty: 3957.900879
	Iteration 74Q: 3 clusters Score -2.080885e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 183443 members 
Entering Unmasked Estep 
Score: -20808858.000000 Penalty: 3957.900879
	Iteration 75Q: 3 clusters Score -2.080886e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 183459 members 
Entering Unmasked Estep 
Score: -20808812.000000 Penalty: 3957.900879
	Iteration 76Q: 3 clusters Score -2.080881e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 183474 members 
Entering Unmasked Estep 
Score: -20808810.000000 Penalty: 3957.900879
	Iteration 77Q: 3 clusters Score -2.080881e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 183485 members 
Entering Unmasked Estep 
Score: -20808800.000000 Penalty: 3957.900879
	Iteration 78Q: 3 clusters Score -2.08088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 183499 members 
Entering Unmasked Estep 
Score: -20808798.000000 Penalty: 3957.900879
	Iteration 79Q: 3 clusters Score -2.08088e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 183514 members 
Entering Unmasked Estep 
Score: -20808800.000000 Penalty: 3957.900879
	Iteration 80F: 3 clusters Score -2.08088e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 183532 members 
Entering Unmasked Estep 
Score: -20808784.000000 Penalty: 3957.900879
	Iteration 81Q: 3 clusters Score -2.080878e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 183548 members 
Entering Unmasked Estep 
Score: -20808768.000000 Penalty: 3957.900879
	Iteration 82Q: 3 clusters Score -2.080877e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 183560 members 
Entering Unmasked Estep 
Score: -20808766.000000 Penalty: 3957.900879
	Iteration 83Q: 3 clusters Score -2.080877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 183572 members 
Entering Unmasked Estep 
Score: -20808780.000000 Penalty: 3957.900879
	Iteration 84Q: 3 clusters Score -2.080878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 183581 members 
Entering Unmasked Estep 
Score: -20808764.000000 Penalty: 3957.900879
	Iteration 85Q: 3 clusters Score -2.080876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 183591 members 
Entering Unmasked Estep 
Score: -20808760.000000 Penalty: 3957.900879
	Iteration 86Q: 3 clusters Score -2.080876e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 183608 members 
Entering Unmasked Estep 
Score: -20808738.000000 Penalty: 3957.900879
	Iteration 87Q: 3 clusters Score -2.080874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 183615 members 
Entering Unmasked Estep 
Score: -20808726.000000 Penalty: 3957.900879
	Iteration 88Q: 3 clusters Score -2.080873e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 183625 members 
Entering Unmasked Estep 
Score: -20808738.000000 Penalty: 3957.900879
	Iteration 89Q: 3 clusters Score -2.080874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 183631 members 
Entering Unmasked Estep 
Score: -20808724.000000 Penalty: 3957.900879
	Iteration 90Q: 3 clusters Score -2.080872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 183634 members 
Entering Unmasked Estep 
Score: -20808740.000000 Penalty: 3957.900879
	Iteration 91Q: 3 clusters Score -2.080874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 183636 members 
Entering Unmasked Estep 
Score: -20808730.000000 Penalty: 3957.900879
	Iteration 92Q: 3 clusters Score -2.080873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 183639 members 
Entering Unmasked Estep 
Score: -20808730.000000 Penalty: 3957.900879
	Iteration 93Q: 3 clusters Score -2.080873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 183642 members 
Entering Unmasked Estep 
Score: -20808744.000000 Penalty: 3957.900879
	Iteration 94Q: 3 clusters Score -2.080874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 183642 members 
Entering Unmasked Estep 
Score: -20808744.000000 Penalty: 3957.900879
	Iteration 95F: 3 clusters Score -2.080874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 19862 members 
Mstep: Class 3 contains 15253 members 
Mstep: Class 4 contains 5264 members 
Mstep: Class 5 contains 29263 members 
Mstep: Class 6 contains 135426 members 
Mstep: Class 7 contains 4936 members 
Mstep: Class 8 contains 10852 members 
Mstep: Class 9 contains 3610 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 6245 members 
Mstep: Class 12 contains 4145 members 
Mstep: Class 13 contains 8004 members 
Mstep: Class 14 contains 29039 members 
Mstep: Class 15 contains 4271 members 
Mstep: Class 16 contains 4245 members 
Mstep: Class 17 contains 183642 members 
Mstep: Class 18 contains 19718 members 
Mstep: Class 19 contains 3512 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 21 contains 22938 members 
Mstep: Class 22 contains 8803 members 
Mstep: Class 23 contains 30232 members 
Mstep: Class 24 contains 17702 members 
Entering Unmasked Estep 
Score: -65892812.000000 Penalty: 52148.281250
Splitting cluster 8 changes total score from -65877472.000000 to -65892812.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 10 (44079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Entering Unmasked Estep 
Score: -4610591.500000 Penalty: 1737.732544
	Iteration 0F: 2 clusters Score -4610592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -4581047.000000 Penalty: 3475.465088
	Iteration 0F: 3 clusters Score -4581047 nChanged 20730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -4592711.500000 Penalty: 3475.465088
	Iteration 1F: 3 clusters Score -4592712 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -4593240.000000 Penalty: 3475.465088
	Iteration 2Q: 3 clusters Score -4593240 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -4593894.000000 Penalty: 3475.465088
	Iteration 3Q: 3 clusters Score -4593894 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -4594792.500000 Penalty: 3475.465088
	Iteration 4Q: 3 clusters Score -4594792 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -4596118.500000 Penalty: 3475.465088
	Iteration 5F: 3 clusters Score -4596118 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -4598032.500000 Penalty: 3475.465088
	Iteration 6F: 3 clusters Score -4598032 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -4600358.500000 Penalty: 3475.465088
	Iteration 7F: 3 clusters Score -4600358 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -4602853.000000 Penalty: 3475.465088
	Iteration 8F: 3 clusters Score -4602853 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -4605031.000000 Penalty: 3475.465088
	Iteration 9F: 3 clusters Score -4605031 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -4606616.000000 Penalty: 3475.465088
	Iteration 10Q: 3 clusters Score -4606616 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -4607845.000000 Penalty: 3475.465088
	Iteration 11Q: 3 clusters Score -4607845 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -4608600.500000 Penalty: 3475.465088
	Iteration 12Q: 3 clusters Score -4608600 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -4609032.000000 Penalty: 3475.465088
	Iteration 13Q: 3 clusters Score -4609032 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -4609292.500000 Penalty: 3475.465088
	Iteration 14Q: 3 clusters Score -4609292 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -4609427.000000 Penalty: 3475.465088
	Iteration 15Q: 3 clusters Score -4609427 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -4609505.500000 Penalty: 3475.465088
	Iteration 16Q: 3 clusters Score -4609506 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -4609567.500000 Penalty: 3475.465088
	Iteration 17Q: 3 clusters Score -4609568 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -4609607.500000 Penalty: 3475.465088
	Iteration 18Q: 3 clusters Score -4609608 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -4609647.500000 Penalty: 3475.465088
	Iteration 19Q: 3 clusters Score -4609648 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -4609670.000000 Penalty: 3475.465088
	Iteration 20F: 3 clusters Score -4609670 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4609686.000000 Penalty: 3475.465088
	Iteration 21Q: 3 clusters Score -4609686 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -4609701.500000 Penalty: 3475.465088
	Iteration 22Q: 3 clusters Score -4609702 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -4609722.000000 Penalty: 3475.465088
	Iteration 23Q: 3 clusters Score -4609722 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -4609723.500000 Penalty: 3475.465088
	Iteration 24Q: 3 clusters Score -4609724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -4609730.000000 Penalty: 3475.465088
	Iteration 25Q: 3 clusters Score -4609730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4609731.000000 Penalty: 3475.465088
	Iteration 26Q: 3 clusters Score -4609731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -4609738.000000 Penalty: 3475.465088
	Iteration 27Q: 3 clusters Score -4609738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -4609735.000000 Penalty: 3475.465088
	Iteration 28Q: 3 clusters Score -4609735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -4609742.000000 Penalty: 3475.465088
	Iteration 29Q: 3 clusters Score -4609742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -4609750.000000 Penalty: 3475.465088
	Iteration 30Q: 3 clusters Score -4609750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4609746.000000 Penalty: 3475.465088
	Iteration 31Q: 3 clusters Score -4609746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -4609742.500000 Penalty: 3475.465088
	Iteration 32Q: 3 clusters Score -4609742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -4609745.500000 Penalty: 3475.465088
	Iteration 33Q: 3 clusters Score -4609746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -4609750.500000 Penalty: 3475.465088
	Iteration 34Q: 3 clusters Score -4609750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -4609753.500000 Penalty: 3475.465088
	Iteration 35Q: 3 clusters Score -4609754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -4609753.500000 Penalty: 3475.465088
	Iteration 36Q: 3 clusters Score -4609754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4609762.000000 Penalty: 3475.465088
	Iteration 37Q: 3 clusters Score -4609762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -4609766.000000 Penalty: 3475.465088
	Iteration 38Q: 3 clusters Score -4609766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -4609764.500000 Penalty: 3475.465088
	Iteration 39Q: 3 clusters Score -4609764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -4609769.000000 Penalty: 3475.465088
	Iteration 40F: 3 clusters Score -4609769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -4609770.500000 Penalty: 3475.465088
	Iteration 41Q: 3 clusters Score -4609770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -4609774.500000 Penalty: 3475.465088
	Iteration 42Q: 3 clusters Score -4609774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -4609771.500000 Penalty: 3475.465088
	Iteration 43Q: 3 clusters Score -4609772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4609771.500000 Penalty: 3475.465088
	Iteration 44Q: 3 clusters Score -4609772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4609771.500000 Penalty: 3475.465088
	Iteration 45Q: 3 clusters Score -4609772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4609771.000000 Penalty: 3475.465088
	Iteration 46Q: 3 clusters Score -4609771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -4609769.500000 Penalty: 3475.465088
	Iteration 47Q: 3 clusters Score -4609770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -4609778.500000 Penalty: 3475.465088
	Iteration 48Q: 3 clusters Score -4609778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -4609775.500000 Penalty: 3475.465088
	Iteration 49Q: 3 clusters Score -4609776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -4609775.500000 Penalty: 3475.465088
	Iteration 50Q: 3 clusters Score -4609776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4609777.500000 Penalty: 3475.465088
	Iteration 51Q: 3 clusters Score -4609778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4609780.500000 Penalty: 3475.465088
	Iteration 52Q: 3 clusters Score -4609780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -4609779.000000 Penalty: 3475.465088
	Iteration 53Q: 3 clusters Score -4609779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -4609776.500000 Penalty: 3475.465088
	Iteration 54Q: 3 clusters Score -4609776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4609782.000000 Penalty: 3475.465088
	Iteration 55Q: 3 clusters Score -4609782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -4609784.500000 Penalty: 3475.465088
	Iteration 56Q: 3 clusters Score -4609784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -4609780.500000 Penalty: 3475.465088
	Iteration 57Q: 3 clusters Score -4609780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -4609780.500000 Penalty: 3475.465088
	Iteration 58F: 3 clusters Score -4609780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Entering Unmasked Estep 
Score: -575024.250000 Penalty: 1420.174683
	Iteration 0F: 2 clusters Score -575024.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -570610.125000 Penalty: 2840.349365
	Iteration 0F: 3 clusters Score -570610.1 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -576330.312500 Penalty: 2840.349365
	Iteration 1F: 3 clusters Score -576330.3 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -580688.687500 Penalty: 2840.349365
	Iteration 2F: 3 clusters Score -580688.7 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -581832.000000 Penalty: 2840.349365
	Iteration 3F: 3 clusters Score -581832 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -582869.750000 Penalty: 2840.349365
	Iteration 4F: 3 clusters Score -582869.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -583647.562500 Penalty: 2840.349365
	Iteration 5Q: 3 clusters Score -583647.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -584029.250000 Penalty: 2840.349365
	Iteration 6Q: 3 clusters Score -584029.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -584164.687500 Penalty: 2840.349365
	Iteration 7Q: 3 clusters Score -584164.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -584291.562500 Penalty: 2840.349365
	Iteration 8Q: 3 clusters Score -584291.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -584439.250000 Penalty: 2840.349365
	Iteration 9Q: 3 clusters Score -584439.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -584529.562500 Penalty: 2840.349365
	Iteration 10Q: 3 clusters Score -584529.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -584589.000000 Penalty: 2840.349365
	Iteration 11Q: 3 clusters Score -584589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -584612.625000 Penalty: 2840.349365
	Iteration 12Q: 3 clusters Score -584612.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -584625.000000 Penalty: 2840.349365
	Iteration 13Q: 3 clusters Score -584625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -584633.750000 Penalty: 2840.349365
	Iteration 14Q: 3 clusters Score -584633.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -584643.312500 Penalty: 2840.349365
	Iteration 15Q: 3 clusters Score -584643.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -584656.812500 Penalty: 2840.349365
	Iteration 16Q: 3 clusters Score -584656.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -584664.937500 Penalty: 2840.349365
	Iteration 17Q: 3 clusters Score -584664.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -584668.750000 Penalty: 2840.349365
	Iteration 18Q: 3 clusters Score -584668.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -584671.687500 Penalty: 2840.349365
	Iteration 19Q: 3 clusters Score -584671.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -584677.875000 Penalty: 2840.349365
	Iteration 20F: 3 clusters Score -584677.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -584684.250000 Penalty: 2840.349365
	Iteration 21Q: 3 clusters Score -584684.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -584691.312500 Penalty: 2840.349365
	Iteration 22Q: 3 clusters Score -584691.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -584697.875000 Penalty: 2840.349365
	Iteration 23Q: 3 clusters Score -584697.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -584697.875000 Penalty: 2840.349365
	Iteration 24F: 3 clusters Score -584697.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 19862 members 
Mstep: Class 3 contains 15253 members 
Mstep: Class 4 contains 5264 members 
Mstep: Class 5 contains 29263 members 
Mstep: Class 6 contains 135426 members 
Mstep: Class 7 contains 4936 members 
Mstep: Class 8 contains 10852 members 
Mstep: Class 9 contains 3610 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 2151 members 
Mstep: Class 12 contains 4145 members 
Mstep: Class 13 contains 8004 members 
Mstep: Class 14 contains 29039 members 
Mstep: Class 15 contains 4271 members 
Mstep: Class 16 contains 4245 members 
Mstep: Class 17 contains 183642 members 
Mstep: Class 18 contains 19718 members 
Mstep: Class 19 contains 3512 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 21 contains 22938 members 
Mstep: Class 22 contains 8803 members 
Mstep: Class 23 contains 30232 members 
Mstep: Class 24 contains 17702 members 
Mstep: Class 25 contains 4094 members 
Entering Unmasked Estep 
Score: -65901848.000000 Penalty: 54321.125000
Splitting cluster 11 changes total score from -65877472.000000 to -65901848.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (4145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Entering Unmasked Estep 
Score: -388506.937500 Penalty: 1353.569458
	Iteration 0F: 2 clusters Score -388506.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -385321.375000 Penalty: 2707.138916
	Iteration 0F: 3 clusters Score -385321.4 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -388628.656250 Penalty: 2707.138916
	Iteration 1F: 3 clusters Score -388628.7 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -390105.312500 Penalty: 2707.138916
	Iteration 2F: 3 clusters Score -390105.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -390944.375000 Penalty: 2707.138916
	Iteration 3F: 3 clusters Score -390944.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -391497.656250 Penalty: 2707.138916
	Iteration 4F: 3 clusters Score -391497.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -391772.562500 Penalty: 2707.138916
	Iteration 5Q: 3 clusters Score -391772.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -391906.000000 Penalty: 2707.138916
	Iteration 6Q: 3 clusters Score -391906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -392004.687500 Penalty: 2707.138916
	Iteration 7Q: 3 clusters Score -392004.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -392042.968750 Penalty: 2707.138916
	Iteration 8Q: 3 clusters Score -392043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -392053.281250 Penalty: 2707.138916
	Iteration 9Q: 3 clusters Score -392053.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -392062.500000 Penalty: 2707.138916
	Iteration 10Q: 3 clusters Score -392062.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -392064.562500 Penalty: 2707.138916
	Iteration 11Q: 3 clusters Score -392064.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -392064.562500 Penalty: 2707.138916
	Iteration 12F: 3 clusters Score -392064.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 19862 members 
Mstep: Class 3 contains 15253 members 
Mstep: Class 4 contains 5264 members 
Mstep: Class 5 contains 29263 members 
Mstep: Class 6 contains 135426 members 
Mstep: Class 7 contains 4936 members 
Mstep: Class 8 contains 10852 members 
Mstep: Class 9 contains 3610 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 2151 members 
Mstep: Class 12 contains 3897 members 
Mstep: Class 13 contains 8004 members 
Mstep: Class 14 contains 29039 members 
Mstep: Class 15 contains 4271 members 
Mstep: Class 16 contains 4245 members 
Mstep: Class 17 contains 183642 members 
Mstep: Class 18 contains 19718 members 
Mstep: Class 19 contains 3512 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 21 contains 22938 members 
Mstep: Class 22 contains 8803 members 
Mstep: Class 23 contains 30232 members 
Mstep: Class 24 contains 17702 members 
Mstep: Class 25 contains 4094 members 
Mstep: Class 26 contains 248 members 
Entering Unmasked Estep 
Score: -65904548.000000 Penalty: 56493.972656
Splitting cluster 12 changes total score from -65877472.000000 to -65904548.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (8004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Entering Unmasked Estep 
Score: -854664.937500 Penalty: 1460.500732
	Iteration 0F: 2 clusters Score -854664.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -848817.750000 Penalty: 2921.001465
	Iteration 0F: 3 clusters Score -848817.8 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -850751.937500 Penalty: 2921.001465
	Iteration 1F: 3 clusters Score -850751.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -850941.437500 Penalty: 2921.001465
	Iteration 2F: 3 clusters Score -850941.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -851062.437500 Penalty: 2921.001465
	Iteration 3Q: 3 clusters Score -851062.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -851161.562500 Penalty: 2921.001465
	Iteration 4Q: 3 clusters Score -851161.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -851246.750000 Penalty: 2921.001465
	Iteration 5Q: 3 clusters Score -851246.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -851328.500000 Penalty: 2921.001465
	Iteration 6Q: 3 clusters Score -851328.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -851405.875000 Penalty: 2921.001465
	Iteration 7Q: 3 clusters Score -851405.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -851480.812500 Penalty: 2921.001465
	Iteration 8Q: 3 clusters Score -851480.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -851549.625000 Penalty: 2921.001465
	Iteration 9Q: 3 clusters Score -851549.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -851631.000000 Penalty: 2921.001465
	Iteration 10Q: 3 clusters Score -851631 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -851727.437500 Penalty: 2921.001465
	Iteration 11Q: 3 clusters Score -851727.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -851840.562500 Penalty: 2921.001465
	Iteration 12Q: 3 clusters Score -851840.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -851951.937500 Penalty: 2921.001465
	Iteration 13Q: 3 clusters Score -851951.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -852068.812500 Penalty: 2921.001465
	Iteration 14Q: 3 clusters Score -852068.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -852191.437500 Penalty: 2921.001465
	Iteration 15Q: 3 clusters Score -852191.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -852322.437500 Penalty: 2921.001465
	Iteration 16Q: 3 clusters Score -852322.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -852455.812500 Penalty: 2921.001465
	Iteration 17Q: 3 clusters Score -852455.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -852599.437500 Penalty: 2921.001465
	Iteration 18Q: 3 clusters Score -852599.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -852736.375000 Penalty: 2921.001465
	Iteration 19Q: 3 clusters Score -852736.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -852853.687500 Penalty: 2921.001465
	Iteration 20F: 3 clusters Score -852853.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -852952.625000 Penalty: 2921.001465
	Iteration 21Q: 3 clusters Score -852952.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -853021.312500 Penalty: 2921.001465
	Iteration 22Q: 3 clusters Score -853021.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -853076.125000 Penalty: 2921.001465
	Iteration 23Q: 3 clusters Score -853076.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -853132.062500 Penalty: 2921.001465
	Iteration 24Q: 3 clusters Score -853132.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -853159.937500 Penalty: 2921.001465
	Iteration 25Q: 3 clusters Score -853159.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -853191.500000 Penalty: 2921.001465
	Iteration 26Q: 3 clusters Score -853191.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -853223.875000 Penalty: 2921.001465
	Iteration 27Q: 3 clusters Score -853223.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -853256.312500 Penalty: 2921.001465
	Iteration 28Q: 3 clusters Score -853256.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -853285.312500 Penalty: 2921.001465
	Iteration 29Q: 3 clusters Score -853285.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -853311.875000 Penalty: 2921.001465
	Iteration 30Q: 3 clusters Score -853311.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -853338.125000 Penalty: 2921.001465
	Iteration 31Q: 3 clusters Score -853338.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -853363.625000 Penalty: 2921.001465
	Iteration 32Q: 3 clusters Score -853363.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -853386.562500 Penalty: 2921.001465
	Iteration 33Q: 3 clusters Score -853386.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -853402.500000 Penalty: 2921.001465
	Iteration 34Q: 3 clusters Score -853402.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -853415.062500 Penalty: 2921.001465
	Iteration 35Q: 3 clusters Score -853415.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -853423.500000 Penalty: 2921.001465
	Iteration 36Q: 3 clusters Score -853423.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -853430.562500 Penalty: 2921.001465
	Iteration 37Q: 3 clusters Score -853430.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -853434.687500 Penalty: 2921.001465
	Iteration 38Q: 3 clusters Score -853434.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -853443.312500 Penalty: 2921.001465
	Iteration 39Q: 3 clusters Score -853443.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -853450.375000 Penalty: 2921.001465
	Iteration 40F: 3 clusters Score -853450.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -853460.187500 Penalty: 2921.001465
	Iteration 41Q: 3 clusters Score -853460.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -853465.562500 Penalty: 2921.001465
	Iteration 42Q: 3 clusters Score -853465.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -853468.500000 Penalty: 2921.001465
	Iteration 43Q: 3 clusters Score -853468.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -853468.937500 Penalty: 2921.001465
	Iteration 44Q: 3 clusters Score -853468.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -853469.437500 Penalty: 2921.001465
	Iteration 45Q: 3 clusters Score -853469.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -853470.250000 Penalty: 2921.001465
	Iteration 46Q: 3 clusters Score -853470.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -853470.937500 Penalty: 2921.001465
	Iteration 47Q: 3 clusters Score -853470.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -853470.937500 Penalty: 2921.001465
	Iteration 48F: 3 clusters Score -853470.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Entering Unmasked Estep 
Score: -3018432.750000 Penalty: 1669.914185
	Iteration 0F: 2 clusters Score -3018433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2998770.500000 Penalty: 3339.828369
	Iteration 0F: 3 clusters Score -2998770 nChanged 13406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -3006129.250000 Penalty: 3339.828369
	Iteration 1F: 3 clusters Score -3006129 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -3006568.750000 Penalty: 3339.828369
	Iteration 2Q: 3 clusters Score -3006569 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -3006951.000000 Penalty: 3339.828369
	Iteration 3Q: 3 clusters Score -3006951 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -3007400.750000 Penalty: 3339.828369
	Iteration 4Q: 3 clusters Score -3007401 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -3008023.750000 Penalty: 3339.828369
	Iteration 5Q: 3 clusters Score -3008024 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -3009021.000000 Penalty: 3339.828369
	Iteration 6F: 3 clusters Score -3009021 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -3010562.000000 Penalty: 3339.828369
	Iteration 7F: 3 clusters Score -3010562 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -3012479.000000 Penalty: 3339.828369
	Iteration 8F: 3 clusters Score -3012479 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -3014360.500000 Penalty: 3339.828369
	Iteration 9F: 3 clusters Score -3014360 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3015795.500000 Penalty: 3339.828369
	Iteration 10Q: 3 clusters Score -3015796 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -3016528.750000 Penalty: 3339.828369
	Iteration 11Q: 3 clusters Score -3016529 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -3016885.750000 Penalty: 3339.828369
	Iteration 12Q: 3 clusters Score -3016886 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -3017061.250000 Penalty: 3339.828369
	Iteration 13Q: 3 clusters Score -3017061 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -3017168.000000 Penalty: 3339.828369
	Iteration 14Q: 3 clusters Score -3017168 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -3017226.000000 Penalty: 3339.828369
	Iteration 15Q: 3 clusters Score -3017226 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -3017267.750000 Penalty: 3339.828369
	Iteration 16Q: 3 clusters Score -3017268 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -3017313.000000 Penalty: 3339.828369
	Iteration 17Q: 3 clusters Score -3017313 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -3017333.500000 Penalty: 3339.828369
	Iteration 18Q: 3 clusters Score -3017334 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -3017346.000000 Penalty: 3339.828369
	Iteration 19Q: 3 clusters Score -3017346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -3017352.500000 Penalty: 3339.828369
	Iteration 20F: 3 clusters Score -3017352 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -3017358.250000 Penalty: 3339.828369
	Iteration 21Q: 3 clusters Score -3017358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -3017367.250000 Penalty: 3339.828369
	Iteration 22Q: 3 clusters Score -3017367 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -3017379.250000 Penalty: 3339.828369
	Iteration 23Q: 3 clusters Score -3017379 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -3017383.500000 Penalty: 3339.828369
	Iteration 24Q: 3 clusters Score -3017384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -3017395.000000 Penalty: 3339.828369
	Iteration 25Q: 3 clusters Score -3017395 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -3017430.000000 Penalty: 3339.828369
	Iteration 26Q: 3 clusters Score -3017430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -3017445.500000 Penalty: 3339.828369
	Iteration 27Q: 3 clusters Score -3017446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -3017467.000000 Penalty: 3339.828369
	Iteration 28Q: 3 clusters Score -3017467 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3017478.750000 Penalty: 3339.828369
	Iteration 29Q: 3 clusters Score -3017479 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -3017517.750000 Penalty: 3339.828369
	Iteration 30Q: 3 clusters Score -3017518 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -3017542.750000 Penalty: 3339.828369
	Iteration 31Q: 3 clusters Score -3017543 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -3017598.500000 Penalty: 3339.828369
	Iteration 32Q: 3 clusters Score -3017598 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -3017666.000000 Penalty: 3339.828369
	Iteration 33Q: 3 clusters Score -3017666 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -3017717.000000 Penalty: 3339.828369
	Iteration 34Q: 3 clusters Score -3017717 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -3017745.000000 Penalty: 3339.828369
	Iteration 35Q: 3 clusters Score -3017745 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -3017771.750000 Penalty: 3339.828369
	Iteration 36Q: 3 clusters Score -3017772 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -3017804.250000 Penalty: 3339.828369
	Iteration 37Q: 3 clusters Score -3017804 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -3017808.750000 Penalty: 3339.828369
	Iteration 38Q: 3 clusters Score -3017809 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -3017828.000000 Penalty: 3339.828369
	Iteration 39Q: 3 clusters Score -3017828 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3017838.000000 Penalty: 3339.828369
	Iteration 40F: 3 clusters Score -3017838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -3017849.500000 Penalty: 3339.828369
	Iteration 41Q: 3 clusters Score -3017850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3017847.750000 Penalty: 3339.828369
	Iteration 42Q: 3 clusters Score -3017848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3017853.250000 Penalty: 3339.828369
	Iteration 43Q: 3 clusters Score -3017853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -3017857.000000 Penalty: 3339.828369
	Iteration 44Q: 3 clusters Score -3017857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -3017852.000000 Penalty: 3339.828369
	Iteration 45Q: 3 clusters Score -3017852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -3017852.750000 Penalty: 3339.828369
	Iteration 46Q: 3 clusters Score -3017853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -3017855.500000 Penalty: 3339.828369
	Iteration 47Q: 3 clusters Score -3017856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -3017860.000000 Penalty: 3339.828369
	Iteration 48Q: 3 clusters Score -3017860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3017863.000000 Penalty: 3339.828369
	Iteration 49Q: 3 clusters Score -3017863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -3017862.750000 Penalty: 3339.828369
	Iteration 50Q: 3 clusters Score -3017863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -3017862.750000 Penalty: 3339.828369
	Iteration 51F: 3 clusters Score -3017863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Entering Unmasked Estep 
Score: -1997535.000000 Penalty: 1607.009155
	Iteration 0F: 2 clusters Score -1997535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1984133.625000 Penalty: 3214.018311
	Iteration 0F: 3 clusters Score -1984134 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1989771.250000 Penalty: 3214.018311
	Iteration 1F: 3 clusters Score -1989771 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1991312.000000 Penalty: 3214.018311
	Iteration 2F: 3 clusters Score -1991312 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1992852.250000 Penalty: 3214.018311
	Iteration 3F: 3 clusters Score -1992852 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1994026.375000 Penalty: 3214.018311
	Iteration 4F: 3 clusters Score -1994026 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1994757.375000 Penalty: 3214.018311
	Iteration 5F: 3 clusters Score -1994757 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1995153.500000 Penalty: 3214.018311
	Iteration 6Q: 3 clusters Score -1995154 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1995395.000000 Penalty: 3214.018311
	Iteration 7Q: 3 clusters Score -1995395 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1995585.625000 Penalty: 3214.018311
	Iteration 8Q: 3 clusters Score -1995586 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1995727.750000 Penalty: 3214.018311
	Iteration 9Q: 3 clusters Score -1995728 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1995848.750000 Penalty: 3214.018311
	Iteration 10Q: 3 clusters Score -1995849 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1995967.250000 Penalty: 3214.018311
	Iteration 11Q: 3 clusters Score -1995967 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1996079.125000 Penalty: 3214.018311
	Iteration 12Q: 3 clusters Score -1996079 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1996183.125000 Penalty: 3214.018311
	Iteration 13Q: 3 clusters Score -1996183 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1996288.375000 Penalty: 3214.018311
	Iteration 14Q: 3 clusters Score -1996288 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1996404.500000 Penalty: 3214.018311
	Iteration 15Q: 3 clusters Score -1996404 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1996548.500000 Penalty: 3214.018311
	Iteration 16Q: 3 clusters Score -1996548 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1996728.875000 Penalty: 3214.018311
	Iteration 17Q: 3 clusters Score -1996729 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1996975.000000 Penalty: 3214.018311
	Iteration 18Q: 3 clusters Score -1996975 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1997336.125000 Penalty: 3214.018311
	Iteration 19Q: 3 clusters Score -1997336 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1997890.250000 Penalty: 3214.018311
	Iteration 20F: 3 clusters Score -1997890 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1998623.625000 Penalty: 3214.018311
	Iteration 21Q: 3 clusters Score -1998624 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1999381.250000 Penalty: 3214.018311
	Iteration 22Q: 3 clusters Score -1999381 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2000007.500000 Penalty: 3214.018311
	Iteration 23Q: 3 clusters Score -2000008 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2000388.625000 Penalty: 3214.018311
	Iteration 24Q: 3 clusters Score -2000389 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2000612.500000 Penalty: 3214.018311
	Iteration 25Q: 3 clusters Score -2000612 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2000756.750000 Penalty: 3214.018311
	Iteration 26Q: 3 clusters Score -2000757 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2000840.125000 Penalty: 3214.018311
	Iteration 27Q: 3 clusters Score -2000840 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2000887.500000 Penalty: 3214.018311
	Iteration 28Q: 3 clusters Score -2000888 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2000901.250000 Penalty: 3214.018311
	Iteration 29Q: 3 clusters Score -2000901 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2000916.500000 Penalty: 3214.018311
	Iteration 30Q: 3 clusters Score -2000916 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2000923.750000 Penalty: 3214.018311
	Iteration 31Q: 3 clusters Score -2000924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2000922.625000 Penalty: 3214.018311
	Iteration 32Q: 3 clusters Score -2000923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2000931.375000 Penalty: 3214.018311
	Iteration 33Q: 3 clusters Score -2000931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2000935.125000 Penalty: 3214.018311
	Iteration 34Q: 3 clusters Score -2000935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2000932.250000 Penalty: 3214.018311
	Iteration 35Q: 3 clusters Score -2000932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2000936.875000 Penalty: 3214.018311
	Iteration 36Q: 3 clusters Score -2000937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2000932.875000 Penalty: 3214.018311
	Iteration 37Q: 3 clusters Score -2000933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2000935.875000 Penalty: 3214.018311
	Iteration 38Q: 3 clusters Score -2000936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2000935.000000 Penalty: 3214.018311
	Iteration 39Q: 3 clusters Score -2000935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2000935.250000 Penalty: 3214.018311
	Iteration 40F: 3 clusters Score -2000935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 19862 members 
Mstep: Class 3 contains 15253 members 
Mstep: Class 4 contains 5264 members 
Mstep: Class 5 contains 29263 members 
Mstep: Class 6 contains 135426 members 
Mstep: Class 7 contains 4936 members 
Mstep: Class 8 contains 10852 members 
Mstep: Class 9 contains 3610 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 2151 members 
Mstep: Class 12 contains 3897 members 
Mstep: Class 13 contains 8004 members 
Mstep: Class 14 contains 29039 members 
Mstep: Class 15 contains 4271 members 
Mstep: Class 16 contains 4245 members 
Mstep: Class 17 contains 183642 members 
Mstep: Class 18 contains 11635 members 
Mstep: Class 19 contains 3512 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 21 contains 22938 members 
Mstep: Class 22 contains 8803 members 
Mstep: Class 23 contains 30232 members 
Mstep: Class 24 contains 17702 members 
Mstep: Class 25 contains 4094 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 8083 members 
Entering Unmasked Estep 
Score: -65907152.000000 Penalty: 58666.816406
Splitting cluster 18 changes total score from -65877472.000000 to -65907152.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (3512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Entering Unmasked Estep 
Score: -302466.468750 Penalty: 1326.640503
	Iteration 0F: 2 clusters Score -302466.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -299632.437500 Penalty: 2653.281006
	Iteration 0F: 3 clusters Score -299632.4 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -301531.250000 Penalty: 2653.281006
	Iteration 1F: 3 clusters Score -301531.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -302782.406250 Penalty: 2653.281006
	Iteration 2F: 3 clusters Score -302782.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -303369.625000 Penalty: 2653.281006
	Iteration 3F: 3 clusters Score -303369.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -303715.375000 Penalty: 2653.281006
	Iteration 4F: 3 clusters Score -303715.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -304020.218750 Penalty: 2653.281006
	Iteration 5F: 3 clusters Score -304020.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -304219.187500 Penalty: 2653.281006
	Iteration 6Q: 3 clusters Score -304219.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -304306.468750 Penalty: 2653.281006
	Iteration 7Q: 3 clusters Score -304306.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -304372.937500 Penalty: 2653.281006
	Iteration 8Q: 3 clusters Score -304372.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -304418.843750 Penalty: 2653.281006
	Iteration 9Q: 3 clusters Score -304418.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -304450.843750 Penalty: 2653.281006
	Iteration 10Q: 3 clusters Score -304450.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -304466.062500 Penalty: 2653.281006
	Iteration 11Q: 3 clusters Score -304466.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -304471.250000 Penalty: 2653.281006
	Iteration 12Q: 3 clusters Score -304471.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -304473.937500 Penalty: 2653.281006
	Iteration 13Q: 3 clusters Score -304473.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -304476.781250 Penalty: 2653.281006
	Iteration 14Q: 3 clusters Score -304476.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -304480.750000 Penalty: 2653.281006
	Iteration 15Q: 3 clusters Score -304480.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -304495.062500 Penalty: 2653.281006
	Iteration 16Q: 3 clusters Score -304495.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -304506.156250 Penalty: 2653.281006
	Iteration 17Q: 3 clusters Score -304506.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -304509.593750 Penalty: 2653.281006
	Iteration 18Q: 3 clusters Score -304509.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -304511.906250 Penalty: 2653.281006
	Iteration 19Q: 3 clusters Score -304511.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -304514.031250 Penalty: 2653.281006
	Iteration 20F: 3 clusters Score -304514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -304514.875000 Penalty: 2653.281006
	Iteration 21Q: 3 clusters Score -304514.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -304515.875000 Penalty: 2653.281006
	Iteration 22Q: 3 clusters Score -304515.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -304516.531250 Penalty: 2653.281006
	Iteration 23Q: 3 clusters Score -304516.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -304516.531250 Penalty: 2653.281006
	Iteration 24F: 3 clusters Score -304516.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 19862 members 
Mstep: Class 3 contains 15253 members 
Mstep: Class 4 contains 5264 members 
Mstep: Class 5 contains 29263 members 
Mstep: Class 6 contains 135426 members 
Mstep: Class 7 contains 4936 members 
Mstep: Class 8 contains 10852 members 
Mstep: Class 9 contains 3610 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 2151 members 
Mstep: Class 12 contains 3897 members 
Mstep: Class 13 contains 8004 members 
Mstep: Class 14 contains 29039 members 
Mstep: Class 15 contains 4271 members 
Mstep: Class 16 contains 4245 members 
Mstep: Class 17 contains 183642 members 
Mstep: Class 18 contains 11635 members 
Mstep: Class 19 contains 2581 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 21 contains 22938 members 
Mstep: Class 22 contains 8803 members 
Mstep: Class 23 contains 30232 members 
Mstep: Class 24 contains 17702 members 
Mstep: Class 25 contains 4094 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 8083 members 
Mstep: Class 28 contains 931 members 
Entering Unmasked Estep 
Score: -65908216.000000 Penalty: 60839.660156
Splitting cluster 19 changes total score from -65877472.000000 to -65908216.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -201800.000000 Penalty: 1229.441406
	Iteration 0F: 2 clusters Score -201800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -199746.593750 Penalty: 2458.882812
	Iteration 0F: 3 clusters Score -199746.6 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -200165.953125 Penalty: 2458.882812
	Iteration 1F: 3 clusters Score -200166 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -200320.656250 Penalty: 2458.882812
	Iteration 2F: 3 clusters Score -200320.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -200449.640625 Penalty: 2458.882812
	Iteration 3F: 3 clusters Score -200449.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -200571.937500 Penalty: 2458.882812
	Iteration 4F: 3 clusters Score -200571.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -200693.359375 Penalty: 2458.882812
	Iteration 5F: 3 clusters Score -200693.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -200846.531250 Penalty: 2458.882812
	Iteration 6F: 3 clusters Score -200846.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -201033.781250 Penalty: 2458.882812
	Iteration 7F: 3 clusters Score -201033.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -201189.671875 Penalty: 2458.882812
	Iteration 8F: 3 clusters Score -201189.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -201292.640625 Penalty: 2458.882812
	Iteration 9Q: 3 clusters Score -201292.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -201381.062500 Penalty: 2458.882812
	Iteration 10Q: 3 clusters Score -201381.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -201415.718750 Penalty: 2458.882812
	Iteration 11Q: 3 clusters Score -201415.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -201437.156250 Penalty: 2458.882812
	Iteration 12Q: 3 clusters Score -201437.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -201451.625000 Penalty: 2458.882812
	Iteration 13Q: 3 clusters Score -201451.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -201459.640625 Penalty: 2458.882812
	Iteration 14Q: 3 clusters Score -201459.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -201466.468750 Penalty: 2458.882812
	Iteration 15Q: 3 clusters Score -201466.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -201472.750000 Penalty: 2458.882812
	Iteration 16Q: 3 clusters Score -201472.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -201477.687500 Penalty: 2458.882812
	Iteration 17Q: 3 clusters Score -201477.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -201483.156250 Penalty: 2458.882812
	Iteration 18Q: 3 clusters Score -201483.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -201492.046875 Penalty: 2458.882812
	Iteration 19Q: 3 clusters Score -201492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -201495.687500 Penalty: 2458.882812
	Iteration 20F: 3 clusters Score -201495.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -201499.515625 Penalty: 2458.882812
	Iteration 21Q: 3 clusters Score -201499.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -201503.500000 Penalty: 2458.882812
	Iteration 22Q: 3 clusters Score -201503.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -201507.140625 Penalty: 2458.882812
	Iteration 23Q: 3 clusters Score -201507.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -201509.109375 Penalty: 2458.882812
	Iteration 24Q: 3 clusters Score -201509.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -201510.250000 Penalty: 2458.882812
	Iteration 25Q: 3 clusters Score -201510.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -201511.843750 Penalty: 2458.882812
	Iteration 26Q: 3 clusters Score -201511.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -201511.843750 Penalty: 2458.882812
	Iteration 27F: 3 clusters Score -201511.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Entering Unmasked Estep 
Score: -2439212.000000 Penalty: 1631.589355
	Iteration 0F: 2 clusters Score -2439212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2423713.750000 Penalty: 3263.178711
	Iteration 0F: 3 clusters Score -2423714 nChanged 10434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2429659.250000 Penalty: 3263.178711
	Iteration 1F: 3 clusters Score -2429659 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2430185.250000 Penalty: 3263.178711
	Iteration 2F: 3 clusters Score -2430185 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2430697.750000 Penalty: 3263.178711
	Iteration 3F: 3 clusters Score -2430698 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2431316.500000 Penalty: 3263.178711
	Iteration 4F: 3 clusters Score -2431316 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -2432108.500000 Penalty: 3263.178711
	Iteration 5F: 3 clusters Score -2432108 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -2433205.500000 Penalty: 3263.178711
	Iteration 6F: 3 clusters Score -2433206 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2434537.250000 Penalty: 3263.178711
	Iteration 7F: 3 clusters Score -2434537 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2436052.000000 Penalty: 3263.178711
	Iteration 8F: 3 clusters Score -2436052 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2437268.750000 Penalty: 3263.178711
	Iteration 9F: 3 clusters Score -2437269 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -2438039.750000 Penalty: 3263.178711
	Iteration 10Q: 3 clusters Score -2438040 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -2438443.750000 Penalty: 3263.178711
	Iteration 11Q: 3 clusters Score -2438444 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -2438649.250000 Penalty: 3263.178711
	Iteration 12Q: 3 clusters Score -2438649 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -2438737.750000 Penalty: 3263.178711
	Iteration 13Q: 3 clusters Score -2438738 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -2438784.750000 Penalty: 3263.178711
	Iteration 14Q: 3 clusters Score -2438785 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -2438811.750000 Penalty: 3263.178711
	Iteration 15Q: 3 clusters Score -2438812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -2438823.000000 Penalty: 3263.178711
	Iteration 16Q: 3 clusters Score -2438823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -2438823.250000 Penalty: 3263.178711
	Iteration 17Q: 3 clusters Score -2438823 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -2438832.000000 Penalty: 3263.178711
	Iteration 18Q: 3 clusters Score -2438832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -2438836.500000 Penalty: 3263.178711
	Iteration 19Q: 3 clusters Score -2438836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -2438839.500000 Penalty: 3263.178711
	Iteration 20F: 3 clusters Score -2438840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -2438841.500000 Penalty: 3263.178711
	Iteration 21Q: 3 clusters Score -2438842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -2438846.500000 Penalty: 3263.178711
	Iteration 22Q: 3 clusters Score -2438846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -2438847.250000 Penalty: 3263.178711
	Iteration 23Q: 3 clusters Score -2438847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -2438847.750000 Penalty: 3263.178711
	Iteration 24Q: 3 clusters Score -2438848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -2438846.250000 Penalty: 3263.178711
	Iteration 25Q: 3 clusters Score -2438846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -2438846.250000 Penalty: 3263.178711
	Iteration 26F: 3 clusters Score -2438846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Entering Unmasked Estep 
Score: -904134.875000 Penalty: 1475.962769
	Iteration 0F: 2 clusters Score -904134.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -897756.875000 Penalty: 2951.925537
	Iteration 0F: 3 clusters Score -897756.9 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -900538.312500 Penalty: 2951.925537
	Iteration 1F: 3 clusters Score -900538.3 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -901668.250000 Penalty: 2951.925537
	Iteration 2F: 3 clusters Score -901668.2 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -902645.500000 Penalty: 2951.925537
	Iteration 3F: 3 clusters Score -902645.5 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -903634.250000 Penalty: 2951.925537
	Iteration 4F: 3 clusters Score -903634.2 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -904562.812500 Penalty: 2951.925537
	Iteration 5F: 3 clusters Score -904562.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -906036.187500 Penalty: 2951.925537
	Iteration 6F: 3 clusters Score -906036.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -908439.937500 Penalty: 2951.925537
	Iteration 7F: 3 clusters Score -908439.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -909024.750000 Penalty: 2951.925537
	Iteration 8Q: 3 clusters Score -909024.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -909179.937500 Penalty: 2951.925537
	Iteration 9Q: 3 clusters Score -909179.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -909254.687500 Penalty: 2951.925537
	Iteration 10Q: 3 clusters Score -909254.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -909319.875000 Penalty: 2951.925537
	Iteration 11Q: 3 clusters Score -909319.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -909346.187500 Penalty: 2951.925537
	Iteration 12Q: 3 clusters Score -909346.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -909362.062500 Penalty: 2951.925537
	Iteration 13Q: 3 clusters Score -909362.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -909371.812500 Penalty: 2951.925537
	Iteration 14Q: 3 clusters Score -909371.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -909376.062500 Penalty: 2951.925537
	Iteration 15Q: 3 clusters Score -909376.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -909379.937500 Penalty: 2951.925537
	Iteration 16Q: 3 clusters Score -909379.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -909385.062500 Penalty: 2951.925537
	Iteration 17Q: 3 clusters Score -909385.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -909389.437500 Penalty: 2951.925537
	Iteration 18Q: 3 clusters Score -909389.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -909391.875000 Penalty: 2951.925537
	Iteration 19Q: 3 clusters Score -909391.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -909390.000000 Penalty: 2951.925537
	Iteration 20F: 3 clusters Score -909390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -909393.125000 Penalty: 2951.925537
	Iteration 21Q: 3 clusters Score -909393.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -909392.812500 Penalty: 2951.925537
	Iteration 22Q: 3 clusters Score -909392.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -909392.750000 Penalty: 2951.925537
	Iteration 23Q: 3 clusters Score -909392.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -909392.750000 Penalty: 2951.925537
	Iteration 24F: 3 clusters Score -909392.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 19862 members 
Mstep: Class 3 contains 15253 members 
Mstep: Class 4 contains 5264 members 
Mstep: Class 5 contains 29263 members 
Mstep: Class 6 contains 135426 members 
Mstep: Class 7 contains 4936 members 
Mstep: Class 8 contains 10852 members 
Mstep: Class 9 contains 3610 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 2151 members 
Mstep: Class 12 contains 3897 members 
Mstep: Class 13 contains 8004 members 
Mstep: Class 14 contains 29039 members 
Mstep: Class 15 contains 4271 members 
Mstep: Class 16 contains 4245 members 
Mstep: Class 17 contains 183642 members 
Mstep: Class 18 contains 11635 members 
Mstep: Class 19 contains 2581 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 21 contains 22938 members 
Mstep: Class 22 contains 6914 members 
Mstep: Class 23 contains 30232 members 
Mstep: Class 24 contains 17702 members 
Mstep: Class 25 contains 4094 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 8083 members 
Mstep: Class 28 contains 931 members 
Mstep: Class 29 contains 1889 members 
Entering Unmasked Estep 
Score: -65912700.000000 Penalty: 63012.507812
Splitting cluster 22 changes total score from -65877472.000000 to -65912700.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 23 (30232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Entering Unmasked Estep 
Score: -3183005.500000 Penalty: 1676.456665
	Iteration 0F: 2 clusters Score -3183006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -3162494.750000 Penalty: 3352.913330
	Iteration 0F: 3 clusters Score -3162495 nChanged 14007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -3170728.250000 Penalty: 3352.913330
	Iteration 1F: 3 clusters Score -3170728 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -3171508.000000 Penalty: 3352.913330
	Iteration 2F: 3 clusters Score -3171508 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -3172445.000000 Penalty: 3352.913330
	Iteration 3F: 3 clusters Score -3172445 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -3173593.250000 Penalty: 3352.913330
	Iteration 4F: 3 clusters Score -3173593 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -3175111.000000 Penalty: 3352.913330
	Iteration 5F: 3 clusters Score -3175111 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -3176994.500000 Penalty: 3352.913330
	Iteration 6F: 3 clusters Score -3176994 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -3178728.000000 Penalty: 3352.913330
	Iteration 7F: 3 clusters Score -3178728 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -3180017.500000 Penalty: 3352.913330
	Iteration 8Q: 3 clusters Score -3180018 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -3180762.750000 Penalty: 3352.913330
	Iteration 9Q: 3 clusters Score -3180763 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -3181169.250000 Penalty: 3352.913330
	Iteration 10Q: 3 clusters Score -3181169 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -3181412.250000 Penalty: 3352.913330
	Iteration 11Q: 3 clusters Score -3181412 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -3181592.000000 Penalty: 3352.913330
	Iteration 12Q: 3 clusters Score -3181592 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -3181719.750000 Penalty: 3352.913330
	Iteration 13Q: 3 clusters Score -3181720 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -3181821.000000 Penalty: 3352.913330
	Iteration 14Q: 3 clusters Score -3181821 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -3181920.750000 Penalty: 3352.913330
	Iteration 15Q: 3 clusters Score -3181921 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -3181991.000000 Penalty: 3352.913330
	Iteration 16Q: 3 clusters Score -3181991 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -3182063.500000 Penalty: 3352.913330
	Iteration 17Q: 3 clusters Score -3182064 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -3182145.500000 Penalty: 3352.913330
	Iteration 18Q: 3 clusters Score -3182146 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -3182221.500000 Penalty: 3352.913330
	Iteration 19Q: 3 clusters Score -3182222 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -3182293.500000 Penalty: 3352.913330
	Iteration 20F: 3 clusters Score -3182294 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -3182354.500000 Penalty: 3352.913330
	Iteration 21Q: 3 clusters Score -3182354 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -3182410.250000 Penalty: 3352.913330
	Iteration 22Q: 3 clusters Score -3182410 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -3182464.250000 Penalty: 3352.913330
	Iteration 23Q: 3 clusters Score -3182464 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -3182532.500000 Penalty: 3352.913330
	Iteration 24Q: 3 clusters Score -3182532 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -3182610.000000 Penalty: 3352.913330
	Iteration 25Q: 3 clusters Score -3182610 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -3182665.750000 Penalty: 3352.913330
	Iteration 26Q: 3 clusters Score -3182666 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -3182748.000000 Penalty: 3352.913330
	Iteration 27Q: 3 clusters Score -3182748 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3182844.000000 Penalty: 3352.913330
	Iteration 28Q: 3 clusters Score -3182844 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -3182918.250000 Penalty: 3352.913330
	Iteration 29Q: 3 clusters Score -3182918 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -3183014.250000 Penalty: 3352.913330
	Iteration 30Q: 3 clusters Score -3183014 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -3183110.000000 Penalty: 3352.913330
	Iteration 31Q: 3 clusters Score -3183110 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -3183195.250000 Penalty: 3352.913330
	Iteration 32Q: 3 clusters Score -3183195 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -3183267.000000 Penalty: 3352.913330
	Iteration 33Q: 3 clusters Score -3183267 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -3183340.000000 Penalty: 3352.913330
	Iteration 34Q: 3 clusters Score -3183340 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -3183393.500000 Penalty: 3352.913330
	Iteration 35Q: 3 clusters Score -3183394 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -3183423.250000 Penalty: 3352.913330
	Iteration 36Q: 3 clusters Score -3183423 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -3183449.500000 Penalty: 3352.913330
	Iteration 37Q: 3 clusters Score -3183450 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -3183476.250000 Penalty: 3352.913330
	Iteration 38Q: 3 clusters Score -3183476 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -3183500.500000 Penalty: 3352.913330
	Iteration 39Q: 3 clusters Score -3183500 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -3183670.500000 Penalty: 3352.913330
	Iteration 40F: 3 clusters Score -3183670 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -3183820.750000 Penalty: 3352.913330
	Iteration 41Q: 3 clusters Score -3183821 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -3183941.500000 Penalty: 3352.913330
	Iteration 42Q: 3 clusters Score -3183942 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -3184057.500000 Penalty: 3352.913330
	Iteration 43Q: 3 clusters Score -3184058 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -3184156.750000 Penalty: 3352.913330
	Iteration 44Q: 3 clusters Score -3184157 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -3184274.750000 Penalty: 3352.913330
	Iteration 45Q: 3 clusters Score -3184275 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -3184388.250000 Penalty: 3352.913330
	Iteration 46Q: 3 clusters Score -3184388 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -3184511.500000 Penalty: 3352.913330
	Iteration 47Q: 3 clusters Score -3184512 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -3184610.500000 Penalty: 3352.913330
	Iteration 48Q: 3 clusters Score -3184610 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -3184713.500000 Penalty: 3352.913330
	Iteration 49Q: 3 clusters Score -3184714 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -3184798.000000 Penalty: 3352.913330
	Iteration 50Q: 3 clusters Score -3184798 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -3184882.750000 Penalty: 3352.913330
	Iteration 51Q: 3 clusters Score -3184883 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -3184953.000000 Penalty: 3352.913330
	Iteration 52Q: 3 clusters Score -3184953 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -3185019.250000 Penalty: 3352.913330
	Iteration 53Q: 3 clusters Score -3185019 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -3185080.500000 Penalty: 3352.913330
	Iteration 54Q: 3 clusters Score -3185080 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -3185116.750000 Penalty: 3352.913330
	Iteration 55Q: 3 clusters Score -3185117 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -3185182.000000 Penalty: 3352.913330
	Iteration 56Q: 3 clusters Score -3185182 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -3185239.000000 Penalty: 3352.913330
	Iteration 57Q: 3 clusters Score -3185239 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -3185262.250000 Penalty: 3352.913330
	Iteration 58Q: 3 clusters Score -3185262 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -3185280.500000 Penalty: 3352.913330
	Iteration 59Q: 3 clusters Score -3185280 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -3185343.250000 Penalty: 3352.913330
	Iteration 60F: 3 clusters Score -3185343 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -3185378.750000 Penalty: 3352.913330
	Iteration 61Q: 3 clusters Score -3185379 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -3185393.000000 Penalty: 3352.913330
	Iteration 62Q: 3 clusters Score -3185393 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -3185421.000000 Penalty: 3352.913330
	Iteration 63Q: 3 clusters Score -3185421 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -3185431.250000 Penalty: 3352.913330
	Iteration 64Q: 3 clusters Score -3185431 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -3185436.500000 Penalty: 3352.913330
	Iteration 65Q: 3 clusters Score -3185436 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -3185452.500000 Penalty: 3352.913330
	Iteration 66Q: 3 clusters Score -3185452 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -3185454.250000 Penalty: 3352.913330
	Iteration 67Q: 3 clusters Score -3185454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -3185459.000000 Penalty: 3352.913330
	Iteration 68Q: 3 clusters Score -3185459 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -3185473.500000 Penalty: 3352.913330
	Iteration 69Q: 3 clusters Score -3185474 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -3185480.250000 Penalty: 3352.913330
	Iteration 70Q: 3 clusters Score -3185480 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -3185480.750000 Penalty: 3352.913330
	Iteration 71Q: 3 clusters Score -3185481 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -3185488.000000 Penalty: 3352.913330
	Iteration 72Q: 3 clusters Score -3185488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -3185488.000000 Penalty: 3352.913330
	Iteration 73Q: 3 clusters Score -3185488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -3185490.250000 Penalty: 3352.913330
	Iteration 74Q: 3 clusters Score -3185490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -3185487.250000 Penalty: 3352.913330
	Iteration 75Q: 3 clusters Score -3185487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -3185486.750000 Penalty: 3352.913330
	Iteration 76Q: 3 clusters Score -3185487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -3185491.000000 Penalty: 3352.913330
	Iteration 77Q: 3 clusters Score -3185491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -3185485.000000 Penalty: 3352.913330
	Iteration 78Q: 3 clusters Score -3185485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -3185491.750000 Penalty: 3352.913330
	Iteration 79Q: 3 clusters Score -3185492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -3185489.000000 Penalty: 3352.913330
	Iteration 80F: 3 clusters Score -3185489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -3185487.750000 Penalty: 3352.913330
	Iteration 81Q: 3 clusters Score -3185488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -3185487.250000 Penalty: 3352.913330
	Iteration 82Q: 3 clusters Score -3185487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -3185492.250000 Penalty: 3352.913330
	Iteration 83Q: 3 clusters Score -3185492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -3185495.250000 Penalty: 3352.913330
	Iteration 84Q: 3 clusters Score -3185495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -3185502.500000 Penalty: 3352.913330
	Iteration 85Q: 3 clusters Score -3185502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -3185502.250000 Penalty: 3352.913330
	Iteration 86Q: 3 clusters Score -3185502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -3185497.250000 Penalty: 3352.913330
	Iteration 87Q: 3 clusters Score -3185497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -3185497.250000 Penalty: 3352.913330
	Iteration 88Q: 3 clusters Score -3185497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -3185500.000000 Penalty: 3352.913330
	Iteration 89Q: 3 clusters Score -3185500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -3185499.000000 Penalty: 3352.913330
	Iteration 90Q: 3 clusters Score -3185499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -3185496.000000 Penalty: 3352.913330
	Iteration 91Q: 3 clusters Score -3185496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -3185500.250000 Penalty: 3352.913330
	Iteration 92Q: 3 clusters Score -3185500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -3185501.500000 Penalty: 3352.913330
	Iteration 93Q: 3 clusters Score -3185502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -3185503.500000 Penalty: 3352.913330
	Iteration 94Q: 3 clusters Score -3185504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -3185503.500000 Penalty: 3352.913330
	Iteration 95F: 3 clusters Score -3185504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 19862 members 
Mstep: Class 3 contains 15253 members 
Mstep: Class 4 contains 5264 members 
Mstep: Class 5 contains 29263 members 
Mstep: Class 6 contains 135426 members 
Mstep: Class 7 contains 4936 members 
Mstep: Class 8 contains 10852 members 
Mstep: Class 9 contains 3610 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 2151 members 
Mstep: Class 12 contains 3897 members 
Mstep: Class 13 contains 8004 members 
Mstep: Class 14 contains 29039 members 
Mstep: Class 15 contains 4271 members 
Mstep: Class 16 contains 4245 members 
Mstep: Class 17 contains 183642 members 
Mstep: Class 18 contains 11635 members 
Mstep: Class 19 contains 2581 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 21 contains 22938 members 
Mstep: Class 22 contains 6914 members 
Mstep: Class 23 contains 12370 members 
Mstep: Class 24 contains 17702 members 
Mstep: Class 25 contains 4094 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 8083 members 
Mstep: Class 28 contains 931 members 
Mstep: Class 29 contains 1889 members 
Mstep: Class 30 contains 17862 members 
Entering Unmasked Estep 
Score: -65915076.000000 Penalty: 65185.351562
Splitting cluster 23 changes total score from -65877472.000000 to -65915076.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 24 (17702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Entering Unmasked Estep 
Score: -1878593.375000 Penalty: 1589.482910
	Iteration 0F: 2 clusters Score -1878593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1866397.875000 Penalty: 3178.965820
	Iteration 0F: 3 clusters Score -1866398 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1870694.500000 Penalty: 3178.965820
	Iteration 1F: 3 clusters Score -1870694 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1871060.250000 Penalty: 3178.965820
	Iteration 2F: 3 clusters Score -1871060 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1871432.250000 Penalty: 3178.965820
	Iteration 3Q: 3 clusters Score -1871432 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1871835.125000 Penalty: 3178.965820
	Iteration 4Q: 3 clusters Score -1871835 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1872389.625000 Penalty: 3178.965820
	Iteration 5Q: 3 clusters Score -1872390 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1873053.375000 Penalty: 3178.965820
	Iteration 6F: 3 clusters Score -1873053 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1873765.125000 Penalty: 3178.965820
	Iteration 7F: 3 clusters Score -1873765 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1874522.625000 Penalty: 3178.965820
	Iteration 8F: 3 clusters Score -1874523 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1875224.125000 Penalty: 3178.965820
	Iteration 9F: 3 clusters Score -1875224 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1875679.875000 Penalty: 3178.965820
	Iteration 10Q: 3 clusters Score -1875680 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1875934.500000 Penalty: 3178.965820
	Iteration 11Q: 3 clusters Score -1875934 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1876090.875000 Penalty: 3178.965820
	Iteration 12Q: 3 clusters Score -1876091 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1876203.375000 Penalty: 3178.965820
	Iteration 13Q: 3 clusters Score -1876203 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1876306.750000 Penalty: 3178.965820
	Iteration 14Q: 3 clusters Score -1876307 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1876366.125000 Penalty: 3178.965820
	Iteration 15Q: 3 clusters Score -1876366 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1876426.000000 Penalty: 3178.965820
	Iteration 16Q: 3 clusters Score -1876426 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1876474.625000 Penalty: 3178.965820
	Iteration 17Q: 3 clusters Score -1876475 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1876512.625000 Penalty: 3178.965820
	Iteration 18Q: 3 clusters Score -1876513 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1876540.375000 Penalty: 3178.965820
	Iteration 19Q: 3 clusters Score -1876540 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1876572.625000 Penalty: 3178.965820
	Iteration 20F: 3 clusters Score -1876573 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1876605.875000 Penalty: 3178.965820
	Iteration 21Q: 3 clusters Score -1876606 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1876631.250000 Penalty: 3178.965820
	Iteration 22Q: 3 clusters Score -1876631 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1876652.250000 Penalty: 3178.965820
	Iteration 23Q: 3 clusters Score -1876652 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1876655.625000 Penalty: 3178.965820
	Iteration 24Q: 3 clusters Score -1876656 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1876674.125000 Penalty: 3178.965820
	Iteration 25Q: 3 clusters Score -1876674 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1876684.875000 Penalty: 3178.965820
	Iteration 26Q: 3 clusters Score -1876685 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1876690.875000 Penalty: 3178.965820
	Iteration 27Q: 3 clusters Score -1876691 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1876695.750000 Penalty: 3178.965820
	Iteration 28Q: 3 clusters Score -1876696 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1876704.125000 Penalty: 3178.965820
	Iteration 29Q: 3 clusters Score -1876704 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1876717.000000 Penalty: 3178.965820
	Iteration 30Q: 3 clusters Score -1876717 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1876722.125000 Penalty: 3178.965820
	Iteration 31Q: 3 clusters Score -1876722 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1876725.375000 Penalty: 3178.965820
	Iteration 32Q: 3 clusters Score -1876725 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1876734.375000 Penalty: 3178.965820
	Iteration 33Q: 3 clusters Score -1876734 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1876737.000000 Penalty: 3178.965820
	Iteration 34Q: 3 clusters Score -1876737 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1876743.250000 Penalty: 3178.965820
	Iteration 35Q: 3 clusters Score -1876743 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1876742.250000 Penalty: 3178.965820
	Iteration 36Q: 3 clusters Score -1876742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1876748.625000 Penalty: 3178.965820
	Iteration 37Q: 3 clusters Score -1876749 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1876746.375000 Penalty: 3178.965820
	Iteration 38Q: 3 clusters Score -1876746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1876749.625000 Penalty: 3178.965820
	Iteration 39Q: 3 clusters Score -1876750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1876756.875000 Penalty: 3178.965820
	Iteration 40F: 3 clusters Score -1876757 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1876762.625000 Penalty: 3178.965820
	Iteration 41Q: 3 clusters Score -1876763 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1876762.875000 Penalty: 3178.965820
	Iteration 42Q: 3 clusters Score -1876763 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1876766.875000 Penalty: 3178.965820
	Iteration 43Q: 3 clusters Score -1876767 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1876770.000000 Penalty: 3178.965820
	Iteration 44Q: 3 clusters Score -1876770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1876769.000000 Penalty: 3178.965820
	Iteration 45Q: 3 clusters Score -1876769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1876774.375000 Penalty: 3178.965820
	Iteration 46Q: 3 clusters Score -1876774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1876775.875000 Penalty: 3178.965820
	Iteration 47Q: 3 clusters Score -1876776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1876775.500000 Penalty: 3178.965820
	Iteration 48Q: 3 clusters Score -1876776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1876773.750000 Penalty: 3178.965820
	Iteration 49Q: 3 clusters Score -1876774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1876769.750000 Penalty: 3178.965820
	Iteration 50Q: 3 clusters Score -1876770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1876768.875000 Penalty: 3178.965820
	Iteration 51Q: 3 clusters Score -1876769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1876769.125000 Penalty: 3178.965820
	Iteration 52Q: 3 clusters Score -1876769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1876770.250000 Penalty: 3178.965820
	Iteration 53Q: 3 clusters Score -1876770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1876773.125000 Penalty: 3178.965820
	Iteration 54Q: 3 clusters Score -1876773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1876778.000000 Penalty: 3178.965820
	Iteration 55Q: 3 clusters Score -1876778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1876780.125000 Penalty: 3178.965820
	Iteration 56Q: 3 clusters Score -1876780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1876780.500000 Penalty: 3178.965820
	Iteration 57Q: 3 clusters Score -1876780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1876776.500000 Penalty: 3178.965820
	Iteration 58Q: 3 clusters Score -1876776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1876780.875000 Penalty: 3178.965820
	Iteration 59Q: 3 clusters Score -1876781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1876782.375000 Penalty: 3178.965820
	Iteration 60F: 3 clusters Score -1876782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1876778.750000 Penalty: 3178.965820
	Iteration 61Q: 3 clusters Score -1876779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1876782.625000 Penalty: 3178.965820
	Iteration 62Q: 3 clusters Score -1876783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1876788.375000 Penalty: 3178.965820
	Iteration 63Q: 3 clusters Score -1876788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1876789.750000 Penalty: 3178.965820
	Iteration 64Q: 3 clusters Score -1876790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1876789.750000 Penalty: 3178.965820
	Iteration 65Q: 3 clusters Score -1876790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1876792.625000 Penalty: 3178.965820
	Iteration 66Q: 3 clusters Score -1876793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1876791.875000 Penalty: 3178.965820
	Iteration 67Q: 3 clusters Score -1876792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1876790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1876794.750000 Penalty: 3178.965820
	Iteration 69Q: 3 clusters Score -1876795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1876793.125000 Penalty: 3178.965820
	Iteration 70Q: 3 clusters Score -1876793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1876800.750000 Penalty: 3178.965820
	Iteration 71Q: 3 clusters Score -1876801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1876799.125000 Penalty: 3178.965820
	Iteration 72Q: 3 clusters Score -1876799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1876795.500000 Penalty: 3178.965820
	Iteration 73Q: 3 clusters Score -1876796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1876804.375000 Penalty: 3178.965820
	Iteration 74Q: 3 clusters Score -1876804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1876804.500000 Penalty: 3178.965820
	Iteration 75Q: 3 clusters Score -1876804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1876808.000000 Penalty: 3178.965820
	Iteration 76Q: 3 clusters Score -1876808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1876809.125000 Penalty: 3178.965820
	Iteration 77Q: 3 clusters Score -1876809 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1876817.500000 Penalty: 3178.965820
	Iteration 78Q: 3 clusters Score -1876818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1876825.250000 Penalty: 3178.965820
	Iteration 79Q: 3 clusters Score -1876825 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1876835.125000 Penalty: 3178.965820
	Iteration 80F: 3 clusters Score -1876835 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1876840.625000 Penalty: 3178.965820
	Iteration 81Q: 3 clusters Score -1876841 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1876847.250000 Penalty: 3178.965820
	Iteration 82Q: 3 clusters Score -1876847 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1876854.375000 Penalty: 3178.965820
	Iteration 83Q: 3 clusters Score -1876854 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1876861.375000 Penalty: 3178.965820
	Iteration 84Q: 3 clusters Score -1876861 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1876866.750000 Penalty: 3178.965820
	Iteration 85Q: 3 clusters Score -1876867 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1876872.750000 Penalty: 3178.965820
	Iteration 86Q: 3 clusters Score -1876873 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1876881.375000 Penalty: 3178.965820
	Iteration 87Q: 3 clusters Score -1876881 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1876887.875000 Penalty: 3178.965820
	Iteration 88Q: 3 clusters Score -1876888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1876887.000000 Penalty: 3178.965820
	Iteration 89Q: 3 clusters Score -1876887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1876886.500000 Penalty: 3178.965820
	Iteration 90Q: 3 clusters Score -1876886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1876887.750000 Penalty: 3178.965820
	Iteration 91Q: 3 clusters Score -1876888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1876889.000000 Penalty: 3178.965820
	Iteration 92Q: 3 clusters Score -1876889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1876889.500000 Penalty: 3178.965820
	Iteration 93Q: 3 clusters Score -1876890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1876886.875000 Penalty: 3178.965820
	Iteration 94Q: 3 clusters Score -1876887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1876886.875000 Penalty: 3178.965820
	Iteration 95Q: 3 clusters Score -1876887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1876889.375000 Penalty: 3178.965820
	Iteration 96Q: 3 clusters Score -1876889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1876893.250000 Penalty: 3178.965820
	Iteration 97Q: 3 clusters Score -1876893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1876893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1876891.375000 Penalty: 3178.965820
	Iteration 99Q: 3 clusters Score -1876891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1876890.375000 Penalty: 3178.965820
	Iteration 100F: 3 clusters Score -1876890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1876894.375000 Penalty: 3178.965820
	Iteration 101Q: 3 clusters Score -1876894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1876894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1876897.250000 Penalty: 3178.965820
	Iteration 103Q: 3 clusters Score -1876897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1876900.375000 Penalty: 3178.965820
	Iteration 104Q: 3 clusters Score -1876900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1876900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1876899 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1876901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1876900.000000 Penalty: 3178.965820
	Iteration 108Q: 3 clusters Score -1876900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1876897.750000 Penalty: 3178.965820
	Iteration 109Q: 3 clusters Score -1876898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1876897.750000 Penalty: 3178.965820
	Iteration 110F: 3 clusters Score -1876898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 19862 members 
Mstep: Class 3 contains 15253 members 
Mstep: Class 4 contains 5264 members 
Mstep: Class 5 contains 29263 members 
Mstep: Class 6 contains 135426 members 
Mstep: Class 7 contains 4936 members 
Mstep: Class 8 contains 10852 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 2151 members 
Mstep: Class 12 contains 3897 members 
Mstep: Class 13 contains 8004 members 
Mstep: Class 14 contains 29039 members 
Mstep: Class 18 contains 11635 members 
Mstep: Class 19 contains 2581 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 21 contains 22938 members 
Mstep: Class 22 contains 6914 members 
Mstep: Class 23 contains 12370 members 
Mstep: Class 24 contains 17702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65925932.000000 Penalty: 65185.351562
Iteration 39Q: 31 clusters Score -6.592593e+07 nChanged 14209
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 19999 members 
Mstep: Class 3 contains 15483 members 
Mstep: Class 4 contains 5657 members 
Mstep: Class 5 contains 29585 members 
Mstep: Class 6 contains 134970 members 
Mstep: Class 7 contains 5052 members 
Mstep: Class 8 contains 11389 members 
Mstep: Class 9 contains 3535 members 
Mstep: Class 10 contains 43631 members 
Mstep: Class 11 contains 2042 members 
Mstep: Class 12 contains 4390 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 28947 members 
Mstep: Class 15 contains 4229 members 
Mstep: Class 16 contains 4197 members 
Mstep: Class 17 contains 182429 members 
Mstep: Class 18 contains 11510 members 
Mstep: Class 19 contains 3056 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 23345 members 
Mstep: Class 22 contains 6692 members 
Mstep: Class 23 contains 12334 members 
Mstep: Class 24 contains 17775 members 
Mstep: Class 25 contains 4100 members 
Mstep: Class 26 contains 264 members 
Mstep: Class 27 contains 7785 members 
Mstep: Class 28 contains 907 members 
Mstep: Class 29 contains 1709 members 
Mstep: Class 30 contains 17524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65934780.000000 Penalty: 65185.351562
Iteration 40F: 31 clusters Score -6.593478e+07 nChanged 10126
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 19533 members 
Mstep: Class 3 contains 15174 members 
Mstep: Class 4 contains 6074 members 
Mstep: Class 5 contains 29718 members 
Mstep: Class 6 contains 134394 members 
Mstep: Class 7 contains 4979 members 
Mstep: Class 8 contains 11558 members 
Mstep: Class 9 contains 3898 members 
Mstep: Class 10 contains 43228 members 
Mstep: Class 11 contains 1790 members 
Mstep: Class 12 contains 4735 members 
Mstep: Class 13 contains 8203 members 
Mstep: Class 14 contains 28440 members 
Mstep: Class 15 contains 4350 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 182060 members 
Mstep: Class 18 contains 11251 members 
Mstep: Class 19 contains 3319 members 
Mstep: Class 20 contains 1898 members 
Mstep: Class 21 contains 23531 members 
Mstep: Class 22 contains 6324 members 
Mstep: Class 23 contains 12559 members 
Mstep: Class 24 contains 17756 members 
Mstep: Class 25 contains 4218 members 
Mstep: Class 26 contains 269 members 
Mstep: Class 27 contains 7997 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1981 members 
Mstep: Class 30 contains 18244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65938856.000000 Penalty: 65185.351562
Iteration 41Q: 31 clusters Score -6.593886e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 19241 members 
Mstep: Class 3 contains 14942 members 
Mstep: Class 4 contains 6486 members 
Mstep: Class 5 contains 29839 members 
Mstep: Class 6 contains 133929 members 
Mstep: Class 7 contains 4924 members 
Mstep: Class 8 contains 11695 members 
Mstep: Class 9 contains 4173 members 
Mstep: Class 10 contains 42894 members 
Mstep: Class 11 contains 1680 members 
Mstep: Class 12 contains 5031 members 
Mstep: Class 13 contains 8300 members 
Mstep: Class 14 contains 27973 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 181613 members 
Mstep: Class 18 contains 11137 members 
Mstep: Class 19 contains 3514 members 
Mstep: Class 20 contains 1878 members 
Mstep: Class 21 contains 23672 members 
Mstep: Class 22 contains 6121 members 
Mstep: Class 23 contains 12693 members 
Mstep: Class 24 contains 17771 members 
Mstep: Class 25 contains 4266 members 
Mstep: Class 26 contains 264 members 
Mstep: Class 27 contains 8136 members 
Mstep: Class 28 contains 789 members 
Mstep: Class 29 contains 2069 members 
Mstep: Class 30 contains 18819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65940744.000000 Penalty: 65185.351562
Iteration 42Q: 31 clusters Score -6.594074e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 19019 members 
Mstep: Class 3 contains 14737 members 
Mstep: Class 4 contains 6864 members 
Mstep: Class 5 contains 29914 members 
Mstep: Class 6 contains 133568 members 
Mstep: Class 7 contains 4867 members 
Mstep: Class 8 contains 11838 members 
Mstep: Class 9 contains 4412 members 
Mstep: Class 10 contains 42624 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 5264 members 
Mstep: Class 13 contains 8387 members 
Mstep: Class 14 contains 27515 members 
Mstep: Class 15 contains 4553 members 
Mstep: Class 16 contains 4245 members 
Mstep: Class 17 contains 181192 members 
Mstep: Class 18 contains 11057 members 
Mstep: Class 19 contains 3653 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 23769 members 
Mstep: Class 22 contains 6011 members 
Mstep: Class 23 contains 12797 members 
Mstep: Class 24 contains 17776 members 
Mstep: Class 25 contains 4304 members 
Mstep: Class 26 contains 262 members 
Mstep: Class 27 contains 8270 members 
Mstep: Class 28 contains 740 members 
Mstep: Class 29 contains 2102 members 
Mstep: Class 30 contains 19277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65941940.000000 Penalty: 65185.351562
Iteration 43Q: 31 clusters Score -6.594194e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 18820 members 
Mstep: Class 3 contains 14548 members 
Mstep: Class 4 contains 7218 members 
Mstep: Class 5 contains 29970 members 
Mstep: Class 6 contains 133282 members 
Mstep: Class 7 contains 4837 members 
Mstep: Class 8 contains 11933 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 42390 members 
Mstep: Class 11 contains 1608 members 
Mstep: Class 12 contains 5448 members 
Mstep: Class 13 contains 8480 members 
Mstep: Class 14 contains 27071 members 
Mstep: Class 15 contains 4623 members 
Mstep: Class 16 contains 4254 members 
Mstep: Class 17 contains 180785 members 
Mstep: Class 18 contains 10999 members 
Mstep: Class 19 contains 3740 members 
Mstep: Class 20 contains 1816 members 
Mstep: Class 21 contains 23843 members 
Mstep: Class 22 contains 5953 members 
Mstep: Class 23 contains 12898 members 
Mstep: Class 24 contains 17796 members 
Mstep: Class 25 contains 4334 members 
Mstep: Class 26 contains 260 members 
Mstep: Class 27 contains 8402 members 
Mstep: Class 28 contains 706 members 
Mstep: Class 29 contains 2114 members 
Mstep: Class 30 contains 19672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65942732.000000 Penalty: 65185.351562
Iteration 44Q: 31 clusters Score -6.594273e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 18641 members 
Mstep: Class 3 contains 14402 members 
Mstep: Class 4 contains 7566 members 
Mstep: Class 5 contains 30030 members 
Mstep: Class 6 contains 133024 members 
Mstep: Class 7 contains 4803 members 
Mstep: Class 8 contains 12020 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 42191 members 
Mstep: Class 11 contains 1594 members 
Mstep: Class 12 contains 5575 members 
Mstep: Class 13 contains 8567 members 
Mstep: Class 14 contains 26626 members 
Mstep: Class 15 contains 4687 members 
Mstep: Class 16 contains 4266 members 
Mstep: Class 17 contains 180364 members 
Mstep: Class 18 contains 10960 members 
Mstep: Class 19 contains 3802 members 
Mstep: Class 20 contains 1786 members 
Mstep: Class 21 contains 23916 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 12993 members 
Mstep: Class 24 contains 17814 members 
Mstep: Class 25 contains 4360 members 
Mstep: Class 26 contains 260 members 
Mstep: Class 27 contains 8553 members 
Mstep: Class 28 contains 684 members 
Mstep: Class 29 contains 2110 members 
Mstep: Class 30 contains 20021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65943288.000000 Penalty: 65185.351562
Iteration 45Q: 31 clusters Score -6.594329e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 18492 members 
Mstep: Class 3 contains 14230 members 
Mstep: Class 4 contains 7864 members 
Mstep: Class 5 contains 30092 members 
Mstep: Class 6 contains 132797 members 
Mstep: Class 7 contains 4776 members 
Mstep: Class 8 contains 12081 members 
Mstep: Class 9 contains 5039 members 
Mstep: Class 10 contains 42015 members 
Mstep: Class 11 contains 1584 members 
Mstep: Class 12 contains 5689 members 
Mstep: Class 13 contains 8663 members 
Mstep: Class 14 contains 26183 members 
Mstep: Class 15 contains 4736 members 
Mstep: Class 16 contains 4273 members 
Mstep: Class 17 contains 180027 members 
Mstep: Class 18 contains 10941 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 1754 members 
Mstep: Class 21 contains 23995 members 
Mstep: Class 22 contains 5899 members 
Mstep: Class 23 contains 13030 members 
Mstep: Class 24 contains 17833 members 
Mstep: Class 25 contains 4382 members 
Mstep: Class 26 contains 260 members 
Mstep: Class 27 contains 8697 members 
Mstep: Class 28 contains 669 members 
Mstep: Class 29 contains 2110 members 
Mstep: Class 30 contains 20353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65944152.000000 Penalty: 65185.351562
Iteration 46Q: 31 clusters Score -6.594415e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 18337 members 
Mstep: Class 3 contains 14073 members 
Mstep: Class 4 contains 8152 members 
Mstep: Class 5 contains 30155 members 
Mstep: Class 6 contains 132596 members 
Mstep: Class 7 contains 4747 members 
Mstep: Class 8 contains 12155 members 
Mstep: Class 9 contains 5232 members 
Mstep: Class 10 contains 41872 members 
Mstep: Class 11 contains 1581 members 
Mstep: Class 12 contains 5802 members 
Mstep: Class 13 contains 8749 members 
Mstep: Class 14 contains 25708 members 
Mstep: Class 15 contains 4772 members 
Mstep: Class 16 contains 4275 members 
Mstep: Class 17 contains 179665 members 
Mstep: Class 18 contains 10916 members 
Mstep: Class 19 contains 3892 members 
Mstep: Class 20 contains 1713 members 
Mstep: Class 21 contains 24073 members 
Mstep: Class 22 contains 5892 members 
Mstep: Class 23 contains 13060 members 
Mstep: Class 24 contains 17865 members 
Mstep: Class 25 contains 4398 members 
Mstep: Class 26 contains 258 members 
Mstep: Class 27 contains 8860 members 
Mstep: Class 28 contains 664 members 
Mstep: Class 29 contains 2109 members 
Mstep: Class 30 contains 20674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65944736.000000 Penalty: 65185.351562
Iteration 47Q: 31 clusters Score -6.594474e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 18158 members 
Mstep: Class 3 contains 13925 members 
Mstep: Class 4 contains 8413 members 
Mstep: Class 5 contains 30206 members 
Mstep: Class 6 contains 132426 members 
Mstep: Class 7 contains 4718 members 
Mstep: Class 8 contains 12227 members 
Mstep: Class 9 contains 5415 members 
Mstep: Class 10 contains 41721 members 
Mstep: Class 11 contains 1580 members 
Mstep: Class 12 contains 5892 members 
Mstep: Class 13 contains 8840 members 
Mstep: Class 14 contains 25247 members 
Mstep: Class 15 contains 4817 members 
Mstep: Class 16 contains 4281 members 
Mstep: Class 17 contains 179307 members 
Mstep: Class 18 contains 10888 members 
Mstep: Class 19 contains 3937 members 
Mstep: Class 20 contains 1678 members 
Mstep: Class 21 contains 24127 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 13097 members 
Mstep: Class 24 contains 17902 members 
Mstep: Class 25 contains 4411 members 
Mstep: Class 26 contains 258 members 
Mstep: Class 27 contains 9026 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 2110 members 
Mstep: Class 30 contains 21005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65945376.000000 Penalty: 65185.351562
Iteration 48Q: 31 clusters Score -6.594538e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 17988 members 
Mstep: Class 3 contains 13782 members 
Mstep: Class 4 contains 8657 members 
Mstep: Class 5 contains 30249 members 
Mstep: Class 6 contains 132301 members 
Mstep: Class 7 contains 4697 members 
Mstep: Class 8 contains 12316 members 
Mstep: Class 9 contains 5583 members 
Mstep: Class 10 contains 41550 members 
Mstep: Class 11 contains 1580 members 
Mstep: Class 12 contains 5990 members 
Mstep: Class 13 contains 8906 members 
Mstep: Class 14 contains 24802 members 
Mstep: Class 15 contains 4854 members 
Mstep: Class 16 contains 4284 members 
Mstep: Class 17 contains 179006 members 
Mstep: Class 18 contains 10860 members 
Mstep: Class 19 contains 3969 members 
Mstep: Class 20 contains 1659 members 
Mstep: Class 21 contains 24177 members 
Mstep: Class 22 contains 5875 members 
Mstep: Class 23 contains 13122 members 
Mstep: Class 24 contains 17930 members 
Mstep: Class 25 contains 4423 members 
Mstep: Class 26 contains 258 members 
Mstep: Class 27 contains 9197 members 
Mstep: Class 28 contains 657 members 
Mstep: Class 29 contains 2108 members 
Mstep: Class 30 contains 21289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65945848.000000 Penalty: 65185.351562
Iteration 49Q: 31 clusters Score -6.594585e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 17828 members 
Mstep: Class 3 contains 13639 members 
Mstep: Class 4 contains 8842 members 
Mstep: Class 5 contains 30295 members 
Mstep: Class 6 contains 132188 members 
Mstep: Class 7 contains 4669 members 
Mstep: Class 8 contains 12427 members 
Mstep: Class 9 contains 5759 members 
Mstep: Class 10 contains 41450 members 
Mstep: Class 11 contains 1580 members 
Mstep: Class 12 contains 6072 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 24387 members 
Mstep: Class 15 contains 4878 members 
Mstep: Class 16 contains 4287 members 
Mstep: Class 17 contains 178689 members 
Mstep: Class 18 contains 10840 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 1649 members 
Mstep: Class 21 contains 24205 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 13152 members 
Mstep: Class 24 contains 17957 members 
Mstep: Class 25 contains 4439 members 
Mstep: Class 26 contains 258 members 
Mstep: Class 27 contains 9357 members 
Mstep: Class 28 contains 655 members 
Mstep: Class 29 contains 2108 members 
Mstep: Class 30 contains 21554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65946056.000000 Penalty: 65185.351562
Iteration 50Q: 31 clusters Score -6.594606e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 17702 members 
Mstep: Class 3 contains 13458 members 
Mstep: Class 4 contains 9005 members 
Mstep: Class 5 contains 30322 members 
Mstep: Class 6 contains 132089 members 
Mstep: Class 7 contains 4633 members 
Mstep: Class 8 contains 12544 members 
Mstep: Class 9 contains 5943 members 
Mstep: Class 10 contains 41344 members 
Mstep: Class 11 contains 1579 members 
Mstep: Class 12 contains 6154 members 
Mstep: Class 13 contains 9038 members 
Mstep: Class 14 contains 23996 members 
Mstep: Class 15 contains 4904 members 
Mstep: Class 16 contains 4289 members 
Mstep: Class 17 contains 178382 members 
Mstep: Class 18 contains 10824 members 
Mstep: Class 19 contains 4012 members 
Mstep: Class 20 contains 1638 members 
Mstep: Class 21 contains 24234 members 
Mstep: Class 22 contains 5860 members 
Mstep: Class 23 contains 13152 members 
Mstep: Class 24 contains 17981 members 
Mstep: Class 25 contains 4453 members 
Mstep: Class 26 contains 258 members 
Mstep: Class 27 contains 9509 members 
Mstep: Class 28 contains 647 members 
Mstep: Class 29 contains 2108 members 
Mstep: Class 30 contains 21818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65946312.000000 Penalty: 65185.351562
Iteration 51Q: 31 clusters Score -6.594631e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 17572 members 
Mstep: Class 3 contains 13282 members 
Mstep: Class 4 contains 9163 members 
Mstep: Class 5 contains 30340 members 
Mstep: Class 6 contains 132014 members 
Mstep: Class 7 contains 4599 members 
Mstep: Class 8 contains 12631 members 
Mstep: Class 9 contains 6106 members 
Mstep: Class 10 contains 41271 members 
Mstep: Class 11 contains 1577 members 
Mstep: Class 12 contains 6218 members 
Mstep: Class 13 contains 9094 members 
Mstep: Class 14 contains 23648 members 
Mstep: Class 15 contains 4934 members 
Mstep: Class 16 contains 4290 members 
Mstep: Class 17 contains 178102 members 
Mstep: Class 18 contains 10817 members 
Mstep: Class 19 contains 4038 members 
Mstep: Class 20 contains 1622 members 
Mstep: Class 21 contains 24260 members 
Mstep: Class 22 contains 5846 members 
Mstep: Class 23 contains 13183 members 
Mstep: Class 24 contains 17998 members 
Mstep: Class 25 contains 4465 members 
Mstep: Class 26 contains 258 members 
Mstep: Class 27 contains 9636 members 
Mstep: Class 28 contains 639 members 
Mstep: Class 29 contains 2106 members 
Mstep: Class 30 contains 22074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65946768.000000 Penalty: 65185.351562
Iteration 52Q: 31 clusters Score -6.594677e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 17461 members 
Mstep: Class 3 contains 13090 members 
Mstep: Class 4 contains 9310 members 
Mstep: Class 5 contains 30363 members 
Mstep: Class 6 contains 131943 members 
Mstep: Class 7 contains 4568 members 
Mstep: Class 8 contains 12719 members 
Mstep: Class 9 contains 6249 members 
Mstep: Class 10 contains 41191 members 
Mstep: Class 11 contains 1576 members 
Mstep: Class 12 contains 6285 members 
Mstep: Class 13 contains 9131 members 
Mstep: Class 14 contains 23364 members 
Mstep: Class 15 contains 4959 members 
Mstep: Class 16 contains 4290 members 
Mstep: Class 17 contains 177813 members 
Mstep: Class 18 contains 10809 members 
Mstep: Class 19 contains 4064 members 
Mstep: Class 20 contains 1604 members 
Mstep: Class 21 contains 24279 members 
Mstep: Class 22 contains 5840 members 
Mstep: Class 23 contains 13206 members 
Mstep: Class 24 contains 18008 members 
Mstep: Class 25 contains 4476 members 
Mstep: Class 26 contains 257 members 
Mstep: Class 27 contains 9758 members 
Mstep: Class 28 contains 632 members 
Mstep: Class 29 contains 2104 members 
Mstep: Class 30 contains 22319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65947060.000000 Penalty: 65185.351562
Iteration 53Q: 31 clusters Score -6.594706e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 17340 members 
Mstep: Class 3 contains 12901 members 
Mstep: Class 4 contains 9459 members 
Mstep: Class 5 contains 30392 members 
Mstep: Class 6 contains 131880 members 
Mstep: Class 7 contains 4546 members 
Mstep: Class 8 contains 12815 members 
Mstep: Class 9 contains 6391 members 
Mstep: Class 10 contains 41098 members 
Mstep: Class 11 contains 1575 members 
Mstep: Class 12 contains 6347 members 
Mstep: Class 13 contains 9167 members 
Mstep: Class 14 contains 23120 members 
Mstep: Class 15 contains 4987 members 
Mstep: Class 16 contains 4289 members 
Mstep: Class 17 contains 177535 members 
Mstep: Class 18 contains 10806 members 
Mstep: Class 19 contains 4082 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 24296 members 
Mstep: Class 22 contains 5831 members 
Mstep: Class 23 contains 13206 members 
Mstep: Class 24 contains 18009 members 
Mstep: Class 25 contains 4485 members 
Mstep: Class 26 contains 257 members 
Mstep: Class 27 contains 9878 members 
Mstep: Class 28 contains 627 members 
Mstep: Class 29 contains 2103 members 
Mstep: Class 30 contains 22542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65947224.000000 Penalty: 65185.351562
Iteration 54Q: 31 clusters Score -6.594722e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 17248 members 
Mstep: Class 3 contains 12718 members 
Mstep: Class 4 contains 9593 members 
Mstep: Class 5 contains 30404 members 
Mstep: Class 6 contains 131811 members 
Mstep: Class 7 contains 4537 members 
Mstep: Class 8 contains 12902 members 
Mstep: Class 9 contains 6535 members 
Mstep: Class 10 contains 41014 members 
Mstep: Class 11 contains 1574 members 
Mstep: Class 12 contains 6405 members 
Mstep: Class 13 contains 9206 members 
Mstep: Class 14 contains 22854 members 
Mstep: Class 15 contains 5015 members 
Mstep: Class 16 contains 4288 members 
Mstep: Class 17 contains 177279 members 
Mstep: Class 18 contains 10804 members 
Mstep: Class 19 contains 4101 members 
Mstep: Class 20 contains 1577 members 
Mstep: Class 21 contains 24326 members 
Mstep: Class 22 contains 5827 members 
Mstep: Class 23 contains 13187 members 
Mstep: Class 24 contains 18020 members 
Mstep: Class 25 contains 4490 members 
Mstep: Class 26 contains 257 members 
Mstep: Class 27 contains 9981 members 
Mstep: Class 28 contains 624 members 
Mstep: Class 29 contains 2106 members 
Mstep: Class 30 contains 22756 members 
Entering Unmasked Estep 
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Iteration 55Q: 31 clusters Score -6.594752e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 17183 members 
Mstep: Class 3 contains 12531 members 
Mstep: Class 4 contains 9716 members 
Mstep: Class 5 contains 30408 members 
Mstep: Class 6 contains 131744 members 
Mstep: Class 7 contains 4531 members 
Mstep: Class 8 contains 12973 members 
Mstep: Class 9 contains 6658 members 
Mstep: Class 10 contains 40938 members 
Mstep: Class 11 contains 1574 members 
Mstep: Class 12 contains 6444 members 
Mstep: Class 13 contains 9256 members 
Mstep: Class 14 contains 22599 members 
Mstep: Class 15 contains 5046 members 
Mstep: Class 16 contains 4290 members 
Mstep: Class 17 contains 177025 members 
Mstep: Class 18 contains 10802 members 
Mstep: Class 19 contains 4116 members 
Mstep: Class 20 contains 1566 members 
Mstep: Class 21 contains 24354 members 
Mstep: Class 22 contains 5825 members 
Mstep: Class 23 contains 13182 members 
Mstep: Class 24 contains 18029 members 
Mstep: Class 25 contains 4493 members 
Mstep: Class 26 contains 257 members 
Mstep: Class 27 contains 10071 members 
Mstep: Class 28 contains 623 members 
Mstep: Class 29 contains 2107 members 
Mstep: Class 30 contains 22968 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 31 clusters Score -6.594762e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 17107 members 
Mstep: Class 3 contains 12369 members 
Mstep: Class 4 contains 9818 members 
Mstep: Class 5 contains 30407 members 
Mstep: Class 6 contains 131674 members 
Mstep: Class 7 contains 4527 members 
Mstep: Class 8 contains 13050 members 
Mstep: Class 9 contains 6762 members 
Mstep: Class 10 contains 40877 members 
Mstep: Class 11 contains 1574 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 9294 members 
Mstep: Class 14 contains 22368 members 
Mstep: Class 15 contains 5081 members 
Mstep: Class 16 contains 4292 members 
Mstep: Class 17 contains 176776 members 
Mstep: Class 18 contains 10804 members 
Mstep: Class 19 contains 4127 members 
Mstep: Class 20 contains 1561 members 
Mstep: Class 21 contains 24379 members 
Mstep: Class 22 contains 5822 members 
Mstep: Class 23 contains 13176 members 
Mstep: Class 24 contains 18040 members 
Mstep: Class 25 contains 4500 members 
Mstep: Class 26 contains 256 members 
Mstep: Class 27 contains 10145 members 
Mstep: Class 28 contains 619 members 
Mstep: Class 29 contains 2107 members 
Mstep: Class 30 contains 23191 members 
Entering Unmasked Estep 
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Iteration 57Q: 31 clusters Score -6.594777e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 17031 members 
Mstep: Class 3 contains 12205 members 
Mstep: Class 4 contains 9906 members 
Mstep: Class 5 contains 30404 members 
Mstep: Class 6 contains 131619 members 
Mstep: Class 7 contains 4523 members 
Mstep: Class 8 contains 13106 members 
Mstep: Class 9 contains 6853 members 
Mstep: Class 10 contains 40820 members 
Mstep: Class 11 contains 1574 members 
Mstep: Class 12 contains 6517 members 
Mstep: Class 13 contains 9342 members 
Mstep: Class 14 contains 22155 members 
Mstep: Class 15 contains 5111 members 
Mstep: Class 16 contains 4294 members 
Mstep: Class 17 contains 176561 members 
Mstep: Class 18 contains 10810 members 
Mstep: Class 19 contains 4145 members 
Mstep: Class 20 contains 1544 members 
Mstep: Class 21 contains 24418 members 
Mstep: Class 22 contains 5815 members 
Mstep: Class 23 contains 13166 members 
Mstep: Class 24 contains 18047 members 
Mstep: Class 25 contains 4505 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 10216 members 
Mstep: Class 28 contains 615 members 
Mstep: Class 29 contains 2107 members 
Mstep: Class 30 contains 23401 members 
Entering Unmasked Estep 
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Score: -65947964.000000 Penalty: 65185.351562
Iteration 58Q: 31 clusters Score -6.594796e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 16951 members 
Mstep: Class 3 contains 12061 members 
Mstep: Class 4 contains 9977 members 
Mstep: Class 5 contains 30411 members 
Mstep: Class 6 contains 131556 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 13152 members 
Mstep: Class 9 contains 6949 members 
Mstep: Class 10 contains 40757 members 
Mstep: Class 11 contains 1574 members 
Mstep: Class 12 contains 6555 members 
Mstep: Class 13 contains 9400 members 
Mstep: Class 14 contains 21968 members 
Mstep: Class 15 contains 5136 members 
Mstep: Class 16 contains 4293 members 
Mstep: Class 17 contains 176351 members 
Mstep: Class 18 contains 10817 members 
Mstep: Class 19 contains 4158 members 
Mstep: Class 20 contains 1537 members 
Mstep: Class 21 contains 24444 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 13161 members 
Mstep: Class 24 contains 18043 members 
Mstep: Class 25 contains 4507 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 610 members 
Mstep: Class 29 contains 2107 members 
Mstep: Class 30 contains 23587 members 
Entering Unmasked Estep 
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Iteration 59Q: 31 clusters Score -6.59483e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 16885 members 
Mstep: Class 3 contains 11886 members 
Mstep: Class 4 contains 10032 members 
Mstep: Class 5 contains 30421 members 
Mstep: Class 6 contains 131521 members 
Mstep: Class 7 contains 4519 members 
Mstep: Class 8 contains 13202 members 
Mstep: Class 9 contains 7031 members 
Mstep: Class 10 contains 40710 members 
Mstep: Class 11 contains 1574 members 
Mstep: Class 12 contains 6592 members 
Mstep: Class 13 contains 9459 members 
Mstep: Class 14 contains 21796 members 
Mstep: Class 15 contains 5156 members 
Mstep: Class 16 contains 4293 members 
Mstep: Class 17 contains 176148 members 
Mstep: Class 18 contains 10819 members 
Mstep: Class 19 contains 4167 members 
Mstep: Class 20 contains 1529 members 
Mstep: Class 21 contains 24463 members 
Mstep: Class 22 contains 5807 members 
Mstep: Class 23 contains 13143 members 
Mstep: Class 24 contains 18041 members 
Mstep: Class 25 contains 4507 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 10381 members 
Mstep: Class 28 contains 606 members 
Mstep: Class 29 contains 2107 members 
Mstep: Class 30 contains 23764 members 
Entering Unmasked Estep 
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Iteration 60F: 31 clusters Score -6.594854e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 16823 members 
Mstep: Class 3 contains 11681 members 
Mstep: Class 4 contains 10087 members 
Mstep: Class 5 contains 30433 members 
Mstep: Class 6 contains 131481 members 
Mstep: Class 7 contains 4518 members 
Mstep: Class 8 contains 13275 members 
Mstep: Class 9 contains 7117 members 
Mstep: Class 10 contains 40659 members 
Mstep: Class 11 contains 1569 members 
Mstep: Class 12 contains 6623 members 
Mstep: Class 13 contains 9505 members 
Mstep: Class 14 contains 21641 members 
Mstep: Class 15 contains 5169 members 
Mstep: Class 16 contains 4293 members 
Mstep: Class 17 contains 175961 members 
Mstep: Class 18 contains 10817 members 
Mstep: Class 19 contains 4181 members 
Mstep: Class 20 contains 1517 members 
Mstep: Class 21 contains 24472 members 
Mstep: Class 22 contains 5805 members 
Mstep: Class 23 contains 13115 members 
Mstep: Class 24 contains 18038 members 
Mstep: Class 25 contains 4509 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 10466 members 
Mstep: Class 28 contains 620 members 
Mstep: Class 29 contains 2108 members 
Mstep: Class 30 contains 23930 members 
Entering Unmasked Estep 
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Iteration 61Q: 31 clusters Score -6.59489e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 16754 members 
Mstep: Class 3 contains 11521 members 
Mstep: Class 4 contains 10135 members 
Mstep: Class 5 contains 30454 members 
Mstep: Class 6 contains 131450 members 
Mstep: Class 7 contains 4515 members 
Mstep: Class 8 contains 13348 members 
Mstep: Class 9 contains 7188 members 
Mstep: Class 10 contains 40634 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 6663 members 
Mstep: Class 13 contains 9539 members 
Mstep: Class 14 contains 21496 members 
Mstep: Class 15 contains 5180 members 
Mstep: Class 16 contains 4311 members 
Mstep: Class 17 contains 175771 members 
Mstep: Class 18 contains 10820 members 
Mstep: Class 19 contains 4216 members 
Mstep: Class 20 contains 1509 members 
Mstep: Class 21 contains 24477 members 
Mstep: Class 22 contains 5804 members 
Mstep: Class 23 contains 13095 members 
Mstep: Class 24 contains 18035 members 
Mstep: Class 25 contains 4511 members 
Mstep: Class 26 contains 254 members 
Mstep: Class 27 contains 10537 members 
Mstep: Class 28 contains 555 members 
Mstep: Class 29 contains 2109 members 
Mstep: Class 30 contains 24072 members 
Entering Unmasked Estep 
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Iteration 62Q: 31 clusters Score -6.594923e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 16704 members 
Mstep: Class 3 contains 11375 members 
Mstep: Class 4 contains 10182 members 
Mstep: Class 5 contains 30468 members 
Mstep: Class 6 contains 131421 members 
Mstep: Class 7 contains 4511 members 
Mstep: Class 8 contains 13422 members 
Mstep: Class 9 contains 7256 members 
Mstep: Class 10 contains 40631 members 
Mstep: Class 11 contains 1562 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 9563 members 
Mstep: Class 14 contains 21377 members 
Mstep: Class 15 contains 5188 members 
Mstep: Class 16 contains 4323 members 
Mstep: Class 17 contains 175576 members 
Mstep: Class 18 contains 10820 members 
Mstep: Class 19 contains 4252 members 
Mstep: Class 20 contains 1488 members 
Mstep: Class 21 contains 24480 members 
Mstep: Class 22 contains 5802 members 
Mstep: Class 23 contains 13078 members 
Mstep: Class 24 contains 18032 members 
Mstep: Class 25 contains 4515 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 10594 members 
Mstep: Class 28 contains 495 members 
Mstep: Class 29 contains 2109 members 
Mstep: Class 30 contains 24211 members 
Entering Unmasked Estep 
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Iteration 63Q: 31 clusters Score -6.59494e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 16662 members 
Mstep: Class 3 contains 11241 members 
Mstep: Class 4 contains 10223 members 
Mstep: Class 5 contains 30472 members 
Mstep: Class 6 contains 131385 members 
Mstep: Class 7 contains 4507 members 
Mstep: Class 8 contains 13487 members 
Mstep: Class 9 contains 7312 members 
Mstep: Class 10 contains 40631 members 
Mstep: Class 11 contains 1562 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 9588 members 
Mstep: Class 14 contains 21256 members 
Mstep: Class 15 contains 5198 members 
Mstep: Class 16 contains 4336 members 
Mstep: Class 17 contains 175396 members 
Mstep: Class 18 contains 10823 members 
Mstep: Class 19 contains 4277 members 
Mstep: Class 20 contains 1451 members 
Mstep: Class 21 contains 24490 members 
Mstep: Class 22 contains 5801 members 
Mstep: Class 23 contains 13067 members 
Mstep: Class 24 contains 18032 members 
Mstep: Class 25 contains 4521 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 10640 members 
Mstep: Class 28 contains 453 members 
Mstep: Class 29 contains 2109 members 
Mstep: Class 30 contains 24374 members 
Entering Unmasked Estep 
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Iteration 64Q: 31 clusters Score -6.594954e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 16620 members 
Mstep: Class 3 contains 11093 members 
Mstep: Class 4 contains 10275 members 
Mstep: Class 5 contains 30482 members 
Mstep: Class 6 contains 131366 members 
Mstep: Class 7 contains 4506 members 
Mstep: Class 8 contains 13561 members 
Mstep: Class 9 contains 7356 members 
Mstep: Class 10 contains 40636 members 
Mstep: Class 11 contains 1562 members 
Mstep: Class 12 contains 6733 members 
Mstep: Class 13 contains 9606 members 
Mstep: Class 14 contains 21155 members 
Mstep: Class 15 contains 5209 members 
Mstep: Class 16 contains 4344 members 
Mstep: Class 17 contains 175250 members 
Mstep: Class 18 contains 10824 members 
Mstep: Class 19 contains 4301 members 
Mstep: Class 20 contains 1418 members 
Mstep: Class 21 contains 24502 members 
Mstep: Class 22 contains 5800 members 
Mstep: Class 23 contains 13034 members 
Mstep: Class 24 contains 18035 members 
Mstep: Class 25 contains 4526 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 10684 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 2109 members 
Mstep: Class 30 contains 24512 members 
Entering Unmasked Estep 
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Iteration 65Q: 31 clusters Score -6.594976e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 16574 members 
Mstep: Class 3 contains 10929 members 
Mstep: Class 4 contains 10308 members 
Mstep: Class 5 contains 30502 members 
Mstep: Class 6 contains 131344 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 13622 members 
Mstep: Class 9 contains 7412 members 
Mstep: Class 10 contains 40657 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 6765 members 
Mstep: Class 13 contains 9632 members 
Mstep: Class 14 contains 21046 members 
Mstep: Class 15 contains 5219 members 
Mstep: Class 16 contains 4354 members 
Mstep: Class 17 contains 175139 members 
Mstep: Class 18 contains 10830 members 
Mstep: Class 19 contains 4316 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 24503 members 
Mstep: Class 22 contains 5800 members 
Mstep: Class 23 contains 13005 members 
Mstep: Class 24 contains 18041 members 
Mstep: Class 25 contains 4529 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 10725 members 
Mstep: Class 28 contains 378 members 
Mstep: Class 29 contains 2110 members 
Mstep: Class 30 contains 24626 members 
Entering Unmasked Estep 
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Iteration 66Q: 31 clusters Score -6.594991e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 16541 members 
Mstep: Class 3 contains 10777 members 
Mstep: Class 4 contains 10338 members 
Mstep: Class 5 contains 30515 members 
Mstep: Class 6 contains 131327 members 
Mstep: Class 7 contains 4507 members 
Mstep: Class 8 contains 13688 members 
Mstep: Class 9 contains 7454 members 
Mstep: Class 10 contains 40702 members 
Mstep: Class 11 contains 1557 members 
Mstep: Class 12 contains 6786 members 
Mstep: Class 13 contains 9645 members 
Mstep: Class 14 contains 20944 members 
Mstep: Class 15 contains 5223 members 
Mstep: Class 16 contains 4362 members 
Mstep: Class 17 contains 175027 members 
Mstep: Class 18 contains 10836 members 
Mstep: Class 19 contains 4315 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 24517 members 
Mstep: Class 22 contains 5799 members 
Mstep: Class 23 contains 12977 members 
Mstep: Class 24 contains 18045 members 
Mstep: Class 25 contains 4530 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 10773 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 2112 members 
Mstep: Class 30 contains 24731 members 
Entering Unmasked Estep 
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Iteration 67Q: 31 clusters Score -6.595012e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 16500 members 
Mstep: Class 3 contains 10614 members 
Mstep: Class 4 contains 10364 members 
Mstep: Class 5 contains 30536 members 
Mstep: Class 6 contains 131296 members 
Mstep: Class 7 contains 4501 members 
Mstep: Class 8 contains 13765 members 
Mstep: Class 9 contains 7506 members 
Mstep: Class 10 contains 40750 members 
Mstep: Class 11 contains 1556 members 
Mstep: Class 12 contains 6804 members 
Mstep: Class 13 contains 9667 members 
Mstep: Class 14 contains 20838 members 
Mstep: Class 15 contains 5226 members 
Mstep: Class 16 contains 4365 members 
Mstep: Class 17 contains 174900 members 
Mstep: Class 18 contains 10837 members 
Mstep: Class 19 contains 4325 members 
Mstep: Class 20 contains 1243 members 
Mstep: Class 21 contains 24517 members 
Mstep: Class 22 contains 5799 members 
Mstep: Class 23 contains 12955 members 
Mstep: Class 24 contains 18043 members 
Mstep: Class 25 contains 4529 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 10820 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 2112 members 
Mstep: Class 30 contains 24838 members 
Entering Unmasked Estep 
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Iteration 68Q: 31 clusters Score -6.595023e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 16455 members 
Mstep: Class 3 contains 10444 members 
Mstep: Class 4 contains 10396 members 
Mstep: Class 5 contains 30549 members 
Mstep: Class 6 contains 131260 members 
Mstep: Class 7 contains 4495 members 
Mstep: Class 8 contains 13843 members 
Mstep: Class 9 contains 7549 members 
Mstep: Class 10 contains 40783 members 
Mstep: Class 11 contains 1555 members 
Mstep: Class 12 contains 6820 members 
Mstep: Class 13 contains 9681 members 
Mstep: Class 14 contains 20756 members 
Mstep: Class 15 contains 5227 members 
Mstep: Class 16 contains 4365 members 
Mstep: Class 17 contains 174796 members 
Mstep: Class 18 contains 10842 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 1196 members 
Mstep: Class 21 contains 24536 members 
Mstep: Class 22 contains 5796 members 
Mstep: Class 23 contains 12916 members 
Mstep: Class 24 contains 18039 members 
Mstep: Class 25 contains 4529 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 10868 members 
Mstep: Class 28 contains 338 members 
Mstep: Class 29 contains 2114 members 
Mstep: Class 30 contains 24922 members 
Entering Unmasked Estep 
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Iteration 69Q: 31 clusters Score -6.595042e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 16410 members 
Mstep: Class 3 contains 10268 members 
Mstep: Class 4 contains 10420 members 
Mstep: Class 5 contains 30562 members 
Mstep: Class 6 contains 131232 members 
Mstep: Class 7 contains 4490 members 
Mstep: Class 8 contains 13903 members 
Mstep: Class 9 contains 7581 members 
Mstep: Class 10 contains 40822 members 
Mstep: Class 11 contains 1555 members 
Mstep: Class 12 contains 6841 members 
Mstep: Class 13 contains 9702 members 
Mstep: Class 14 contains 20668 members 
Mstep: Class 15 contains 5229 members 
Mstep: Class 16 contains 4364 members 
Mstep: Class 17 contains 174710 members 
Mstep: Class 18 contains 10847 members 
Mstep: Class 19 contains 4345 members 
Mstep: Class 20 contains 1143 members 
Mstep: Class 21 contains 24561 members 
Mstep: Class 22 contains 5792 members 
Mstep: Class 23 contains 12893 members 
Mstep: Class 24 contains 18033 members 
Mstep: Class 25 contains 4527 members 
Mstep: Class 26 contains 255 members 
Mstep: Class 27 contains 10914 members 
Mstep: Class 28 contains 334 members 
Mstep: Class 29 contains 2116 members 
Mstep: Class 30 contains 24978 members 
Entering Unmasked Estep 
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Iteration 70Q: 31 clusters Score -6.595068e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 16373 members 
Mstep: Class 3 contains 10079 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 30573 members 
Mstep: Class 6 contains 131198 members 
Mstep: Class 7 contains 4484 members 
Mstep: Class 8 contains 13957 members 
Mstep: Class 9 contains 7603 members 
Mstep: Class 10 contains 40873 members 
Mstep: Class 11 contains 1555 members 
Mstep: Class 12 contains 6872 members 
Mstep: Class 13 contains 9739 members 
Mstep: Class 14 contains 20565 members 
Mstep: Class 15 contains 5233 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 174641 members 
Mstep: Class 18 contains 10845 members 
Mstep: Class 19 contains 4366 members 
Mstep: Class 20 contains 1089 members 
Mstep: Class 21 contains 24577 members 
Mstep: Class 22 contains 5792 members 
Mstep: Class 23 contains 12869 members 
Mstep: Class 24 contains 18032 members 
Mstep: Class 25 contains 4527 members 
Mstep: Class 26 contains 254 members 
Mstep: Class 27 contains 10968 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 2117 members 
Mstep: Class 30 contains 25032 members 
Entering Unmasked Estep 
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Iteration 71Q: 31 clusters Score -6.595066e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 16336 members 
Mstep: Class 3 contains 9895 members 
Mstep: Class 4 contains 10455 members 
Mstep: Class 5 contains 30578 members 
Mstep: Class 6 contains 131145 members 
Mstep: Class 7 contains 4482 members 
Mstep: Class 8 contains 14005 members 
Mstep: Class 9 contains 7613 members 
Mstep: Class 10 contains 40903 members 
Mstep: Class 11 contains 1554 members 
Mstep: Class 12 contains 6893 members 
Mstep: Class 13 contains 9781 members 
Mstep: Class 14 contains 20483 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 174579 members 
Mstep: Class 18 contains 10847 members 
Mstep: Class 19 contains 4375 members 
Mstep: Class 20 contains 1040 members 
Mstep: Class 21 contains 24603 members 
Mstep: Class 22 contains 5791 members 
Mstep: Class 23 contains 12838 members 
Mstep: Class 24 contains 18035 members 
Mstep: Class 25 contains 4525 members 
Mstep: Class 26 contains 252 members 
Mstep: Class 27 contains 11017 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 2117 members 
Mstep: Class 30 contains 25091 members 
Entering Unmasked Estep 
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Iteration 72Q: 31 clusters Score -6.595092e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 16310 members 
Mstep: Class 3 contains 9713 members 
Mstep: Class 4 contains 10482 members 
Mstep: Class 5 contains 30585 members 
Mstep: Class 6 contains 131108 members 
Mstep: Class 7 contains 4482 members 
Mstep: Class 8 contains 14040 members 
Mstep: Class 9 contains 7617 members 
Mstep: Class 10 contains 40917 members 
Mstep: Class 11 contains 1554 members 
Mstep: Class 12 contains 6905 members 
Mstep: Class 13 contains 9816 members 
Mstep: Class 14 contains 20397 members 
Mstep: Class 15 contains 5241 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 174533 members 
Mstep: Class 18 contains 10844 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 20 contains 998 members 
Mstep: Class 21 contains 24629 members 
Mstep: Class 22 contains 5788 members 
Mstep: Class 23 contains 12821 members 
Mstep: Class 24 contains 18035 members 
Mstep: Class 25 contains 4525 members 
Mstep: Class 26 contains 252 members 
Mstep: Class 27 contains 11062 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 2117 members 
Mstep: Class 30 contains 25146 members 
Entering Unmasked Estep 
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Iteration 73Q: 31 clusters Score -6.5951e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 16266 members 
Mstep: Class 3 contains 9524 members 
Mstep: Class 4 contains 10507 members 
Mstep: Class 5 contains 30596 members 
Mstep: Class 6 contains 131066 members 
Mstep: Class 7 contains 4482 members 
Mstep: Class 8 contains 14087 members 
Mstep: Class 9 contains 7623 members 
Mstep: Class 10 contains 40946 members 
Mstep: Class 11 contains 1554 members 
Mstep: Class 12 contains 6925 members 
Mstep: Class 13 contains 9853 members 
Mstep: Class 14 contains 20323 members 
Mstep: Class 15 contains 5242 members 
Mstep: Class 16 contains 4360 members 
Mstep: Class 17 contains 174481 members 
Mstep: Class 18 contains 10845 members 
Mstep: Class 19 contains 4395 members 
Mstep: Class 20 contains 958 members 
Mstep: Class 21 contains 24645 members 
Mstep: Class 22 contains 5787 members 
Mstep: Class 23 contains 12804 members 
Mstep: Class 24 contains 18031 members 
Mstep: Class 25 contains 4524 members 
Mstep: Class 26 contains 252 members 
Mstep: Class 27 contains 11102 members 
Mstep: Class 28 contains 328 members 
Mstep: Class 29 contains 2117 members 
Mstep: Class 30 contains 25196 members 
Entering Unmasked Estep 
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Iteration 74Q: 31 clusters Score -6.595112e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 16240 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 4 contains 10528 members 
Mstep: Class 5 contains 30603 members 
Mstep: Class 6 contains 131032 members 
Mstep: Class 7 contains 4484 members 
Mstep: Class 8 contains 14135 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 40960 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 6946 members 
Mstep: Class 13 contains 9891 members 
Mstep: Class 14 contains 20250 members 
Mstep: Class 15 contains 5243 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 174434 members 
Mstep: Class 18 contains 10846 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 20 contains 917 members 
Mstep: Class 21 contains 24670 members 
Mstep: Class 22 contains 5786 members 
Mstep: Class 23 contains 12777 members 
Mstep: Class 24 contains 18025 members 
Mstep: Class 25 contains 4523 members 
Mstep: Class 26 contains 252 members 
Mstep: Class 27 contains 11133 members 
Mstep: Class 28 contains 327 members 
Mstep: Class 29 contains 2119 members 
Mstep: Class 30 contains 25243 members 
Entering Unmasked Estep 
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Iteration 75Q: 31 clusters Score -6.595122e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 16213 members 
Mstep: Class 3 contains 9075 members 
Mstep: Class 4 contains 10551 members 
Mstep: Class 5 contains 30602 members 
Mstep: Class 6 contains 130998 members 
Mstep: Class 7 contains 4484 members 
Mstep: Class 8 contains 14193 members 
Mstep: Class 9 contains 7647 members 
Mstep: Class 10 contains 40954 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 6980 members 
Mstep: Class 13 contains 9926 members 
Mstep: Class 14 contains 20170 members 
Mstep: Class 15 contains 5248 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 174379 members 
Mstep: Class 18 contains 10849 members 
Mstep: Class 19 contains 4418 members 
Mstep: Class 20 contains 885 members 
Mstep: Class 21 contains 24681 members 
Mstep: Class 22 contains 5787 members 
Mstep: Class 23 contains 12761 members 
Mstep: Class 24 contains 18022 members 
Mstep: Class 25 contains 4523 members 
Mstep: Class 26 contains 252 members 
Mstep: Class 27 contains 11159 members 
Mstep: Class 28 contains 327 members 
Mstep: Class 29 contains 2120 members 
Mstep: Class 30 contains 25292 members 
Entering Unmasked Estep 
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Iteration 76Q: 31 clusters Score -6.59514e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 16184 members 
Mstep: Class 3 contains 8875 members 
Mstep: Class 4 contains 10577 members 
Mstep: Class 5 contains 30611 members 
Mstep: Class 6 contains 130944 members 
Mstep: Class 7 contains 4483 members 
Mstep: Class 8 contains 14251 members 
Mstep: Class 9 contains 7659 members 
Mstep: Class 10 contains 40944 members 
Mstep: Class 11 contains 1554 members 
Mstep: Class 12 contains 6992 members 
Mstep: Class 13 contains 9962 members 
Mstep: Class 14 contains 20106 members 
Mstep: Class 15 contains 5251 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 174307 members 
Mstep: Class 18 contains 10851 members 
Mstep: Class 19 contains 4426 members 
Mstep: Class 20 contains 859 members 
Mstep: Class 21 contains 24686 members 
Mstep: Class 22 contains 5786 members 
Mstep: Class 23 contains 12740 members 
Mstep: Class 24 contains 18018 members 
Mstep: Class 25 contains 4523 members 
Mstep: Class 26 contains 252 members 
Mstep: Class 27 contains 11190 members 
Mstep: Class 28 contains 327 members 
Mstep: Class 29 contains 2121 members 
Mstep: Class 30 contains 25330 members 
Entering Unmasked Estep 
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Iteration 77Q: 31 clusters Score -6.595148e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 16158 members 
Mstep: Class 3 contains 8693 members 
Mstep: Class 4 contains 10598 members 
Mstep: Class 5 contains 30616 members 
Mstep: Class 6 contains 130880 members 
Mstep: Class 7 contains 4482 members 
Mstep: Class 8 contains 14316 members 
Mstep: Class 9 contains 7674 members 
Mstep: Class 10 contains 40928 members 
Mstep: Class 11 contains 1554 members 
Mstep: Class 12 contains 7015 members 
Mstep: Class 13 contains 10001 members 
Mstep: Class 14 contains 20054 members 
Mstep: Class 15 contains 5255 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 174257 members 
Mstep: Class 18 contains 10852 members 
Mstep: Class 19 contains 4428 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 24690 members 
Mstep: Class 22 contains 5786 members 
Mstep: Class 23 contains 12698 members 
Mstep: Class 24 contains 18013 members 
Mstep: Class 25 contains 4523 members 
Mstep: Class 26 contains 252 members 
Mstep: Class 27 contains 11215 members 
Mstep: Class 28 contains 327 members 
Mstep: Class 29 contains 2121 members 
Mstep: Class 30 contains 25362 members 
Entering Unmasked Estep 
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Iteration 78Q: 31 clusters Score -6.595153e+07 nChanged 741
Entering ConstructFrom: 
Score: -65951532.000000 Penalty: 65185.351562
Entering ConstructFrom: 
Trying to split cluster 1 (33586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Entering Unmasked Estep 
Score: -3311830.000000 Penalty: 1693.552979
	Iteration 0F: 2 clusters Score -3311830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -3289225.750000 Penalty: 3387.105957
	Iteration 0F: 3 clusters Score -3289226 nChanged 15605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -3298184.000000 Penalty: 3387.105957
	Iteration 1F: 3 clusters Score -3298184 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -3298853.500000 Penalty: 3387.105957
	Iteration 2Q: 3 clusters Score -3298854 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -3299651.250000 Penalty: 3387.105957
	Iteration 3F: 3 clusters Score -3299651 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -3300476.500000 Penalty: 3387.105957
	Iteration 4F: 3 clusters Score -3300476 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -3301349.000000 Penalty: 3387.105957
	Iteration 5F: 3 clusters Score -3301349 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -3302231.500000 Penalty: 3387.105957
	Iteration 6F: 3 clusters Score -3302232 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -3303114.500000 Penalty: 3387.105957
	Iteration 7F: 3 clusters Score -3303114 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -3303984.500000 Penalty: 3387.105957
	Iteration 8Q: 3 clusters Score -3303984 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -3304876.750000 Penalty: 3387.105957
	Iteration 9Q: 3 clusters Score -3304877 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -3305725.750000 Penalty: 3387.105957
	Iteration 10Q: 3 clusters Score -3305726 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -3306499.000000 Penalty: 3387.105957
	Iteration 11Q: 3 clusters Score -3306499 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -3307080.000000 Penalty: 3387.105957
	Iteration 12Q: 3 clusters Score -3307080 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -3307495.750000 Penalty: 3387.105957
	Iteration 13Q: 3 clusters Score -3307496 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -3307751.250000 Penalty: 3387.105957
	Iteration 14Q: 3 clusters Score -3307751 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -3307920.500000 Penalty: 3387.105957
	Iteration 15Q: 3 clusters Score -3307920 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -3308054.250000 Penalty: 3387.105957
	Iteration 16Q: 3 clusters Score -3308054 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -3308143.250000 Penalty: 3387.105957
	Iteration 17Q: 3 clusters Score -3308143 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -3308238.750000 Penalty: 3387.105957
	Iteration 18Q: 3 clusters Score -3308239 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -3308333.250000 Penalty: 3387.105957
	Iteration 19Q: 3 clusters Score -3308333 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -3308400.000000 Penalty: 3387.105957
	Iteration 20F: 3 clusters Score -3308400 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -3308471.000000 Penalty: 3387.105957
	Iteration 21Q: 3 clusters Score -3308471 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -3308555.750000 Penalty: 3387.105957
	Iteration 22Q: 3 clusters Score -3308556 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3308633.750000 Penalty: 3387.105957
	Iteration 23Q: 3 clusters Score -3308634 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -3308712.500000 Penalty: 3387.105957
	Iteration 24Q: 3 clusters Score -3308712 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -3308785.000000 Penalty: 3387.105957
	Iteration 25Q: 3 clusters Score -3308785 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -3308869.250000 Penalty: 3387.105957
	Iteration 26Q: 3 clusters Score -3308869 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -3308963.750000 Penalty: 3387.105957
	Iteration 27Q: 3 clusters Score -3308964 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -3309059.500000 Penalty: 3387.105957
	Iteration 28Q: 3 clusters Score -3309060 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -3309189.500000 Penalty: 3387.105957
	Iteration 29Q: 3 clusters Score -3309190 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -3309292.750000 Penalty: 3387.105957
	Iteration 30Q: 3 clusters Score -3309293 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -3309419.750000 Penalty: 3387.105957
	Iteration 31Q: 3 clusters Score -3309420 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -3309562.000000 Penalty: 3387.105957
	Iteration 32Q: 3 clusters Score -3309562 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -3309716.250000 Penalty: 3387.105957
	Iteration 33Q: 3 clusters Score -3309716 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -3309879.250000 Penalty: 3387.105957
	Iteration 34Q: 3 clusters Score -3309879 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -3310050.500000 Penalty: 3387.105957
	Iteration 35Q: 3 clusters Score -3310050 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -3310206.000000 Penalty: 3387.105957
	Iteration 36Q: 3 clusters Score -3310206 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -3310340.500000 Penalty: 3387.105957
	Iteration 37Q: 3 clusters Score -3310340 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -3310448.250000 Penalty: 3387.105957
	Iteration 38Q: 3 clusters Score -3310448 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -3310547.250000 Penalty: 3387.105957
	Iteration 39Q: 3 clusters Score -3310547 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -3310620.250000 Penalty: 3387.105957
	Iteration 40F: 3 clusters Score -3310620 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -3310679.250000 Penalty: 3387.105957
	Iteration 41Q: 3 clusters Score -3310679 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -3310707.250000 Penalty: 3387.105957
	Iteration 42Q: 3 clusters Score -3310707 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -3310718.750000 Penalty: 3387.105957
	Iteration 43Q: 3 clusters Score -3310719 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -3310743.500000 Penalty: 3387.105957
	Iteration 44Q: 3 clusters Score -3310744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -3310758.000000 Penalty: 3387.105957
	Iteration 45Q: 3 clusters Score -3310758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -3310759.500000 Penalty: 3387.105957
	Iteration 46Q: 3 clusters Score -3310760 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -3310771.500000 Penalty: 3387.105957
	Iteration 47Q: 3 clusters Score -3310772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -3310777.500000 Penalty: 3387.105957
	Iteration 48Q: 3 clusters Score -3310778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -3310781.000000 Penalty: 3387.105957
	Iteration 49Q: 3 clusters Score -3310781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -3310785.500000 Penalty: 3387.105957
	Iteration 50Q: 3 clusters Score -3310786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -3310793.000000 Penalty: 3387.105957
	Iteration 51Q: 3 clusters Score -3310793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -3310794.750000 Penalty: 3387.105957
	Iteration 52Q: 3 clusters Score -3310795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -3310799.500000 Penalty: 3387.105957
	Iteration 53Q: 3 clusters Score -3310800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -3310792.250000 Penalty: 3387.105957
	Iteration 54Q: 3 clusters Score -3310792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -3310799.500000 Penalty: 3387.105957
	Iteration 55Q: 3 clusters Score -3310800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -3310805.250000 Penalty: 3387.105957
	Iteration 56Q: 3 clusters Score -3310805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -3310805.500000 Penalty: 3387.105957
	Iteration 57Q: 3 clusters Score -3310806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -3310807.000000 Penalty: 3387.105957
	Iteration 58Q: 3 clusters Score -3310807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -3310811.000000 Penalty: 3387.105957
	Iteration 59Q: 3 clusters Score -3310811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -3310816.750000 Penalty: 3387.105957
	Iteration 60F: 3 clusters Score -3310817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -3310822.000000 Penalty: 3387.105957
	Iteration 61Q: 3 clusters Score -3310822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -3310817.500000 Penalty: 3387.105957
	Iteration 62Q: 3 clusters Score -3310818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -3310821.000000 Penalty: 3387.105957
	Iteration 63Q: 3 clusters Score -3310821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -3310825.000000 Penalty: 3387.105957
	Iteration 64Q: 3 clusters Score -3310825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -3310826.250000 Penalty: 3387.105957
	Iteration 65Q: 3 clusters Score -3310826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -3310830.750000 Penalty: 3387.105957
	Iteration 66Q: 3 clusters Score -3310831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -3310830.250000 Penalty: 3387.105957
	Iteration 67Q: 3 clusters Score -3310830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -3310830.250000 Penalty: 3387.105957
	Iteration 68Q: 3 clusters Score -3310830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -3310830.500000 Penalty: 3387.105957
	Iteration 69Q: 3 clusters Score -3310830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -3310836.500000 Penalty: 3387.105957
	Iteration 70Q: 3 clusters Score -3310836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -3310836.250000 Penalty: 3387.105957
	Iteration 71Q: 3 clusters Score -3310836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -3310836.250000 Penalty: 3387.105957
	Iteration 72F: 3 clusters Score -3310836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Entering Unmasked Estep 
Score: -1670210.500000 Penalty: 1574.249878
	Iteration 0F: 2 clusters Score -1670210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1659098.750000 Penalty: 3148.499756
	Iteration 0F: 3 clusters Score -1659099 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1663081.000000 Penalty: 3148.499756
	Iteration 1F: 3 clusters Score -1663081 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1663475.875000 Penalty: 3148.499756
	Iteration 2F: 3 clusters Score -1663476 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1663783.375000 Penalty: 3148.499756
	Iteration 3Q: 3 clusters Score -1663783 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1664054.625000 Penalty: 3148.499756
	Iteration 4Q: 3 clusters Score -1664055 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1664380.125000 Penalty: 3148.499756
	Iteration 5Q: 3 clusters Score -1664380 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1664804.500000 Penalty: 3148.499756
	Iteration 6Q: 3 clusters Score -1664804 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1665377.500000 Penalty: 3148.499756
	Iteration 7F: 3 clusters Score -1665378 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1666037.125000 Penalty: 3148.499756
	Iteration 8F: 3 clusters Score -1666037 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1666710.375000 Penalty: 3148.499756
	Iteration 9F: 3 clusters Score -1666710 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1667334.875000 Penalty: 3148.499756
	Iteration 10F: 3 clusters Score -1667335 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1667797.375000 Penalty: 3148.499756
	Iteration 11Q: 3 clusters Score -1667797 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1668127.875000 Penalty: 3148.499756
	Iteration 12Q: 3 clusters Score -1668128 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1668363.250000 Penalty: 3148.499756
	Iteration 13Q: 3 clusters Score -1668363 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1668546.375000 Penalty: 3148.499756
	Iteration 14Q: 3 clusters Score -1668546 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1668676.625000 Penalty: 3148.499756
	Iteration 15Q: 3 clusters Score -1668677 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1668775.125000 Penalty: 3148.499756
	Iteration 16Q: 3 clusters Score -1668775 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1668858.500000 Penalty: 3148.499756
	Iteration 17Q: 3 clusters Score -1668858 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1668941.000000 Penalty: 3148.499756
	Iteration 18Q: 3 clusters Score -1668941 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1669014.875000 Penalty: 3148.499756
	Iteration 19Q: 3 clusters Score -1669015 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1669063.875000 Penalty: 3148.499756
	Iteration 20F: 3 clusters Score -1669064 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1669112.750000 Penalty: 3148.499756
	Iteration 21Q: 3 clusters Score -1669113 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1669145.500000 Penalty: 3148.499756
	Iteration 22Q: 3 clusters Score -1669146 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1669173.625000 Penalty: 3148.499756
	Iteration 23Q: 3 clusters Score -1669174 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1669200.250000 Penalty: 3148.499756
	Iteration 24Q: 3 clusters Score -1669200 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1669231.625000 Penalty: 3148.499756
	Iteration 25Q: 3 clusters Score -1669232 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1669264.625000 Penalty: 3148.499756
	Iteration 26Q: 3 clusters Score -1669265 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1669293.625000 Penalty: 3148.499756
	Iteration 27Q: 3 clusters Score -1669294 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1669316.500000 Penalty: 3148.499756
	Iteration 28Q: 3 clusters Score -1669316 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1669347.125000 Penalty: 3148.499756
	Iteration 29Q: 3 clusters Score -1669347 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1669379.125000 Penalty: 3148.499756
	Iteration 30Q: 3 clusters Score -1669379 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1669410.000000 Penalty: 3148.499756
	Iteration 31Q: 3 clusters Score -1669410 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1669432.875000 Penalty: 3148.499756
	Iteration 32Q: 3 clusters Score -1669433 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1669459.625000 Penalty: 3148.499756
	Iteration 33Q: 3 clusters Score -1669460 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1669484.750000 Penalty: 3148.499756
	Iteration 34Q: 3 clusters Score -1669485 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1669509.250000 Penalty: 3148.499756
	Iteration 35Q: 3 clusters Score -1669509 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1669528.125000 Penalty: 3148.499756
	Iteration 36Q: 3 clusters Score -1669528 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1669548.250000 Penalty: 3148.499756
	Iteration 37Q: 3 clusters Score -1669548 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1669558.750000 Penalty: 3148.499756
	Iteration 38Q: 3 clusters Score -1669559 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1669564.375000 Penalty: 3148.499756
	Iteration 39Q: 3 clusters Score -1669564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1669578.625000 Penalty: 3148.499756
	Iteration 40F: 3 clusters Score -1669579 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1669584.875000 Penalty: 3148.499756
	Iteration 41Q: 3 clusters Score -1669585 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1669591.625000 Penalty: 3148.499756
	Iteration 42Q: 3 clusters Score -1669592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1669596.500000 Penalty: 3148.499756
	Iteration 43Q: 3 clusters Score -1669596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1669599.625000 Penalty: 3148.499756
	Iteration 44Q: 3 clusters Score -1669600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1669606.750000 Penalty: 3148.499756
	Iteration 45Q: 3 clusters Score -1669607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1669608.000000 Penalty: 3148.499756
	Iteration 46Q: 3 clusters Score -1669608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1669607.250000 Penalty: 3148.499756
	Iteration 47Q: 3 clusters Score -1669607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1669610.000000 Penalty: 3148.499756
	Iteration 48Q: 3 clusters Score -1669610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1669612.375000 Penalty: 3148.499756
	Iteration 49Q: 3 clusters Score -1669612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1669608.250000 Penalty: 3148.499756
	Iteration 50Q: 3 clusters Score -1669608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1669609.625000 Penalty: 3148.499756
	Iteration 51Q: 3 clusters Score -1669610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1669614.000000 Penalty: 3148.499756
	Iteration 52Q: 3 clusters Score -1669614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1669617.000000 Penalty: 3148.499756
	Iteration 53Q: 3 clusters Score -1669617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1669614.750000 Penalty: 3148.499756
	Iteration 54Q: 3 clusters Score -1669615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1669617.625000 Penalty: 3148.499756
	Iteration 55Q: 3 clusters Score -1669618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1669621.500000 Penalty: 3148.499756
	Iteration 56Q: 3 clusters Score -1669622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1669622.875000 Penalty: 3148.499756
	Iteration 57Q: 3 clusters Score -1669623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1669625.125000 Penalty: 3148.499756
	Iteration 58Q: 3 clusters Score -1669625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1669624.500000 Penalty: 3148.499756
	Iteration 59Q: 3 clusters Score -1669624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1669627.375000 Penalty: 3148.499756
	Iteration 60F: 3 clusters Score -1669627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1669627.500000 Penalty: 3148.499756
	Iteration 61Q: 3 clusters Score -1669628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1669627.250000 Penalty: 3148.499756
	Iteration 62Q: 3 clusters Score -1669627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1669628.500000 Penalty: 3148.499756
	Iteration 63Q: 3 clusters Score -1669628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1669626.250000 Penalty: 3148.499756
	Iteration 64Q: 3 clusters Score -1669626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1669627.750000 Penalty: 3148.499756
	Iteration 65Q: 3 clusters Score -1669628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1669627.625000 Penalty: 3148.499756
	Iteration 66Q: 3 clusters Score -1669628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1669627.750000 Penalty: 3148.499756
	Iteration 67Q: 3 clusters Score -1669628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1669627.750000 Penalty: 3148.499756
	Iteration 68F: 3 clusters Score -1669628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Entering Unmasked Estep 
Score: -843910.812500 Penalty: 1471.033813
	Iteration 0F: 2 clusters Score -843910.8 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 4262 members 
Entering Unmasked Estep 
Score: -837665.937500 Penalty: 2942.067627
	Iteration 0F: 3 clusters Score -837665.9 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -839662.125000 Penalty: 2942.067627
	Iteration 1F: 3 clusters Score -839662.1 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -839984.187500 Penalty: 2942.067627
	Iteration 2F: 3 clusters Score -839984.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -840296.687500 Penalty: 2942.067627
	Iteration 3F: 3 clusters Score -840296.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -840569.562500 Penalty: 2942.067627
	Iteration 4F: 3 clusters Score -840569.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -840925.750000 Penalty: 2942.067627
	Iteration 5F: 3 clusters Score -840925.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -841324.500000 Penalty: 2942.067627
	Iteration 6F: 3 clusters Score -841324.5 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -841703.125000 Penalty: 2942.067627
	Iteration 7F: 3 clusters Score -841703.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -841980.062500 Penalty: 2942.067627
	Iteration 8F: 3 clusters Score -841980.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -842163.687500 Penalty: 2942.067627
	Iteration 9Q: 3 clusters Score -842163.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -842288.437500 Penalty: 2942.067627
	Iteration 10Q: 3 clusters Score -842288.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -842380.062500 Penalty: 2942.067627
	Iteration 11Q: 3 clusters Score -842380.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -842447.187500 Penalty: 2942.067627
	Iteration 12Q: 3 clusters Score -842447.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -842484.875000 Penalty: 2942.067627
	Iteration 13Q: 3 clusters Score -842484.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -842513.562500 Penalty: 2942.067627
	Iteration 14Q: 3 clusters Score -842513.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -842536.750000 Penalty: 2942.067627
	Iteration 15Q: 3 clusters Score -842536.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -842571.750000 Penalty: 2942.067627
	Iteration 16Q: 3 clusters Score -842571.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -842600.187500 Penalty: 2942.067627
	Iteration 17Q: 3 clusters Score -842600.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -842627.687500 Penalty: 2942.067627
	Iteration 18Q: 3 clusters Score -842627.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -842654.000000 Penalty: 2942.067627
	Iteration 19Q: 3 clusters Score -842654 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -842682.375000 Penalty: 2942.067627
	Iteration 20F: 3 clusters Score -842682.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -842707.625000 Penalty: 2942.067627
	Iteration 21Q: 3 clusters Score -842707.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -842733.312500 Penalty: 2942.067627
	Iteration 22Q: 3 clusters Score -842733.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -842754.000000 Penalty: 2942.067627
	Iteration 23Q: 3 clusters Score -842754 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -842764.937500 Penalty: 2942.067627
	Iteration 24Q: 3 clusters Score -842764.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -842773.562500 Penalty: 2942.067627
	Iteration 25Q: 3 clusters Score -842773.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -842786.500000 Penalty: 2942.067627
	Iteration 26Q: 3 clusters Score -842786.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -842799.125000 Penalty: 2942.067627
	Iteration 27Q: 3 clusters Score -842799.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -842815.250000 Penalty: 2942.067627
	Iteration 28Q: 3 clusters Score -842815.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -842826.750000 Penalty: 2942.067627
	Iteration 29Q: 3 clusters Score -842826.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -842839.187500 Penalty: 2942.067627
	Iteration 30Q: 3 clusters Score -842839.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -842849.000000 Penalty: 2942.067627
	Iteration 31Q: 3 clusters Score -842849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -842861.437500 Penalty: 2942.067627
	Iteration 32Q: 3 clusters Score -842861.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -842870.062500 Penalty: 2942.067627
	Iteration 33Q: 3 clusters Score -842870.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -842883.500000 Penalty: 2942.067627
	Iteration 34Q: 3 clusters Score -842883.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -842890.312500 Penalty: 2942.067627
	Iteration 35Q: 3 clusters Score -842890.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -842900.062500 Penalty: 2942.067627
	Iteration 36Q: 3 clusters Score -842900.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -842914.625000 Penalty: 2942.067627
	Iteration 37Q: 3 clusters Score -842914.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -842925.312500 Penalty: 2942.067627
	Iteration 38Q: 3 clusters Score -842925.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -842934.250000 Penalty: 2942.067627
	Iteration 39Q: 3 clusters Score -842934.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -842943.687500 Penalty: 2942.067627
	Iteration 40F: 3 clusters Score -842943.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -842948.812500 Penalty: 2942.067627
	Iteration 41Q: 3 clusters Score -842948.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -842957.062500 Penalty: 2942.067627
	Iteration 42Q: 3 clusters Score -842957.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -842961.562500 Penalty: 2942.067627
	Iteration 43Q: 3 clusters Score -842961.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -842963.125000 Penalty: 2942.067627
	Iteration 44Q: 3 clusters Score -842963.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -842967.187500 Penalty: 2942.067627
	Iteration 45Q: 3 clusters Score -842967.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -842970.875000 Penalty: 2942.067627
	Iteration 46Q: 3 clusters Score -842970.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -842974.375000 Penalty: 2942.067627
	Iteration 47Q: 3 clusters Score -842974.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -842973.875000 Penalty: 2942.067627
	Iteration 48Q: 3 clusters Score -842973.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -842976.250000 Penalty: 2942.067627
	Iteration 49Q: 3 clusters Score -842976.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -842977.625000 Penalty: 2942.067627
	Iteration 50Q: 3 clusters Score -842977.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -842980.062500 Penalty: 2942.067627
	Iteration 51Q: 3 clusters Score -842980.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -842984.625000 Penalty: 2942.067627
	Iteration 52Q: 3 clusters Score -842984.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -842989.562500 Penalty: 2942.067627
	Iteration 53Q: 3 clusters Score -842989.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -842995.125000 Penalty: 2942.067627
	Iteration 54Q: 3 clusters Score -842995.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -842997.250000 Penalty: 2942.067627
	Iteration 55Q: 3 clusters Score -842997.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -843001.750000 Penalty: 2942.067627
	Iteration 56Q: 3 clusters Score -843001.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -843000.437500 Penalty: 2942.067627
	Iteration 57Q: 3 clusters Score -843000.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -843001.562500 Penalty: 2942.067627
	Iteration 58Q: 3 clusters Score -843001.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -843001.562500 Penalty: 2942.067627
	Iteration 59Q: 3 clusters Score -843001.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -843002.625000 Penalty: 2942.067627
	Iteration 60F: 3 clusters Score -843002.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -843002.375000 Penalty: 2942.067627
	Iteration 61Q: 3 clusters Score -843002.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -843002.562500 Penalty: 2942.067627
	Iteration 62Q: 3 clusters Score -843002.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -843002.562500 Penalty: 2942.067627
	Iteration 63F: 3 clusters Score -843002.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Entering Unmasked Estep 
Score: -1124169.875000 Penalty: 1506.455322
	Iteration 0F: 2 clusters Score -1124170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1116646.625000 Penalty: 3012.910645
	Iteration 0F: 3 clusters Score -1116647 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1119034.875000 Penalty: 3012.910645
	Iteration 1F: 3 clusters Score -1119035 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1119266.125000 Penalty: 3012.910645
	Iteration 2F: 3 clusters Score -1119266 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1119445.750000 Penalty: 3012.910645
	Iteration 3Q: 3 clusters Score -1119446 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1119616.625000 Penalty: 3012.910645
	Iteration 4Q: 3 clusters Score -1119617 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1119785.000000 Penalty: 3012.910645
	Iteration 5Q: 3 clusters Score -1119785 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1119972.875000 Penalty: 3012.910645
	Iteration 6Q: 3 clusters Score -1119973 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1120186.125000 Penalty: 3012.910645
	Iteration 7Q: 3 clusters Score -1120186 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1120443.625000 Penalty: 3012.910645
	Iteration 8Q: 3 clusters Score -1120444 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1120788.000000 Penalty: 3012.910645
	Iteration 9Q: 3 clusters Score -1120788 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1121178.000000 Penalty: 3012.910645
	Iteration 10F: 3 clusters Score -1121178 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1121583.750000 Penalty: 3012.910645
	Iteration 11Q: 3 clusters Score -1121584 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1121965.375000 Penalty: 3012.910645
	Iteration 12Q: 3 clusters Score -1121965 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1122261.000000 Penalty: 3012.910645
	Iteration 13Q: 3 clusters Score -1122261 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1122491.625000 Penalty: 3012.910645
	Iteration 14Q: 3 clusters Score -1122492 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1122668.750000 Penalty: 3012.910645
	Iteration 15Q: 3 clusters Score -1122669 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1122778.125000 Penalty: 3012.910645
	Iteration 16Q: 3 clusters Score -1122778 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1122873.750000 Penalty: 3012.910645
	Iteration 17Q: 3 clusters Score -1122874 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1122958.000000 Penalty: 3012.910645
	Iteration 18Q: 3 clusters Score -1122958 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1123022.750000 Penalty: 3012.910645
	Iteration 19Q: 3 clusters Score -1123023 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1123053.250000 Penalty: 3012.910645
	Iteration 20F: 3 clusters Score -1123053 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1123082.375000 Penalty: 3012.910645
	Iteration 21Q: 3 clusters Score -1123082 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1123104.000000 Penalty: 3012.910645
	Iteration 22Q: 3 clusters Score -1123104 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1123121.500000 Penalty: 3012.910645
	Iteration 23Q: 3 clusters Score -1123122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1123137.625000 Penalty: 3012.910645
	Iteration 24Q: 3 clusters Score -1123138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1123151.625000 Penalty: 3012.910645
	Iteration 25Q: 3 clusters Score -1123152 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1123169.875000 Penalty: 3012.910645
	Iteration 26Q: 3 clusters Score -1123170 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1123188.000000 Penalty: 3012.910645
	Iteration 27Q: 3 clusters Score -1123188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1123207.875000 Penalty: 3012.910645
	Iteration 28Q: 3 clusters Score -1123208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1123226.875000 Penalty: 3012.910645
	Iteration 29Q: 3 clusters Score -1123227 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1123241.000000 Penalty: 3012.910645
	Iteration 30Q: 3 clusters Score -1123241 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1123256.125000 Penalty: 3012.910645
	Iteration 31Q: 3 clusters Score -1123256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1123266.750000 Penalty: 3012.910645
	Iteration 32Q: 3 clusters Score -1123267 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1123272.125000 Penalty: 3012.910645
	Iteration 33Q: 3 clusters Score -1123272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1123276.625000 Penalty: 3012.910645
	Iteration 34Q: 3 clusters Score -1123277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1123282.500000 Penalty: 3012.910645
	Iteration 35Q: 3 clusters Score -1123282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1123283.250000 Penalty: 3012.910645
	Iteration 36Q: 3 clusters Score -1123283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1123284.750000 Penalty: 3012.910645
	Iteration 37Q: 3 clusters Score -1123285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1123286.000000 Penalty: 3012.910645
	Iteration 38Q: 3 clusters Score -1123286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1123287.500000 Penalty: 3012.910645
	Iteration 39Q: 3 clusters Score -1123288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1123284.750000 Penalty: 3012.910645
	Iteration 40F: 3 clusters Score -1123285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1123286.250000 Penalty: 3012.910645
	Iteration 41Q: 3 clusters Score -1123286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1123286.000000 Penalty: 3012.910645
	Iteration 42Q: 3 clusters Score -1123286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1123286.000000 Penalty: 3012.910645
	Iteration 43F: 3 clusters Score -1123286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Entering Unmasked Estep 
Score: -3257701.000000 Penalty: 1678.502441
	Iteration 0F: 2 clusters Score -3257701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3237007.000000 Penalty: 3357.004883
	Iteration 0F: 3 clusters Score -3237007 nChanged 14104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -3245000.500000 Penalty: 3357.004883
	Iteration 1F: 3 clusters Score -3245000 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -3245503.000000 Penalty: 3357.004883
	Iteration 2Q: 3 clusters Score -3245503 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -3246115.500000 Penalty: 3357.004883
	Iteration 3Q: 3 clusters Score -3246116 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -3247008.250000 Penalty: 3357.004883
	Iteration 4F: 3 clusters Score -3247008 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -3248205.750000 Penalty: 3357.004883
	Iteration 5F: 3 clusters Score -3248206 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -3249671.750000 Penalty: 3357.004883
	Iteration 6F: 3 clusters Score -3249672 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -3251377.000000 Penalty: 3357.004883
	Iteration 7F: 3 clusters Score -3251377 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -3253115.750000 Penalty: 3357.004883
	Iteration 8F: 3 clusters Score -3253116 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -3254428.500000 Penalty: 3357.004883
	Iteration 9Q: 3 clusters Score -3254428 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3255307.250000 Penalty: 3357.004883
	Iteration 10Q: 3 clusters Score -3255307 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3255789.500000 Penalty: 3357.004883
	Iteration 11Q: 3 clusters Score -3255790 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3256045.750000 Penalty: 3357.004883
	Iteration 12Q: 3 clusters Score -3256046 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3256234.500000 Penalty: 3357.004883
	Iteration 13Q: 3 clusters Score -3256234 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3256346.250000 Penalty: 3357.004883
	Iteration 14Q: 3 clusters Score -3256346 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3256441.750000 Penalty: 3357.004883
	Iteration 15Q: 3 clusters Score -3256442 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3256512.500000 Penalty: 3357.004883
	Iteration 16Q: 3 clusters Score -3256512 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3256558.750000 Penalty: 3357.004883
	Iteration 17Q: 3 clusters Score -3256559 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3256590.250000 Penalty: 3357.004883
	Iteration 18Q: 3 clusters Score -3256590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3256610.250000 Penalty: 3357.004883
	Iteration 19Q: 3 clusters Score -3256610 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3256616.750000 Penalty: 3357.004883
	Iteration 20F: 3 clusters Score -3256617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3256622.500000 Penalty: 3357.004883
	Iteration 21Q: 3 clusters Score -3256622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3256625.250000 Penalty: 3357.004883
	Iteration 22Q: 3 clusters Score -3256625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3256639.750000 Penalty: 3357.004883
	Iteration 23Q: 3 clusters Score -3256640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3256646.000000 Penalty: 3357.004883
	Iteration 24Q: 3 clusters Score -3256646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3256647.500000 Penalty: 3357.004883
	Iteration 25Q: 3 clusters Score -3256648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3256649.750000 Penalty: 3357.004883
	Iteration 26Q: 3 clusters Score -3256650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3256643.000000 Penalty: 3357.004883
	Iteration 27Q: 3 clusters Score -3256643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3256646.500000 Penalty: 3357.004883
	Iteration 28Q: 3 clusters Score -3256646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3256651.500000 Penalty: 3357.004883
	Iteration 29Q: 3 clusters Score -3256652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3256650.750000 Penalty: 3357.004883
	Iteration 30Q: 3 clusters Score -3256651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3256651.000000 Penalty: 3357.004883
	Iteration 31Q: 3 clusters Score -3256651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3256651.250000 Penalty: 3357.004883
	Iteration 32Q: 3 clusters Score -3256651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3256657.250000 Penalty: 3357.004883
	Iteration 33Q: 3 clusters Score -3256657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3256657.500000 Penalty: 3357.004883
	Iteration 34Q: 3 clusters Score -3256658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3256653.750000 Penalty: 3357.004883
	Iteration 35Q: 3 clusters Score -3256654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3256654.000000 Penalty: 3357.004883
	Iteration 36Q: 3 clusters Score -3256654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3256655.250000 Penalty: 3357.004883
	Iteration 37Q: 3 clusters Score -3256655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3256655.250000 Penalty: 3357.004883
	Iteration 38F: 3 clusters Score -3256655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (130824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130824 members 
Entering Unmasked Estep 
Score: -14027847.000000 Penalty: 1914.511353
	Iteration 0F: 2 clusters Score -1.402785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65127 members 
Mstep: Class 2 contains 65697 members 
Entering Unmasked Estep 
Score: -13940081.000000 Penalty: 3829.022705
	Iteration 0F: 3 clusters Score -1.394008e+07 nChanged 62925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60536 members 
Mstep: Class 2 contains 70288 members 
Entering Unmasked Estep 
Score: -13977400.000000 Penalty: 3829.022705
	Iteration 1F: 3 clusters Score -1.39774e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57461 members 
Mstep: Class 2 contains 73363 members 
Entering Unmasked Estep 
Score: -13978839.000000 Penalty: 3829.022705
	Iteration 2Q: 3 clusters Score -1.397884e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52626 members 
Mstep: Class 2 contains 78198 members 
Entering Unmasked Estep 
Score: -13981507.000000 Penalty: 3829.022705
	Iteration 3Q: 3 clusters Score -1.398151e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 85344 members 
Entering Unmasked Estep 
Score: -13986406.000000 Penalty: 3829.022705
	Iteration 4F: 3 clusters Score -1.398641e+07 nChanged 10312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 95022 members 
Entering Unmasked Estep 
Score: -13994536.000000 Penalty: 3829.022705
	Iteration 5F: 3 clusters Score -1.399454e+07 nChanged 11353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 105951 members 
Entering Unmasked Estep 
Score: -14004678.000000 Penalty: 3829.022705
	Iteration 6F: 3 clusters Score -1.400468e+07 nChanged 9818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 115509 members 
Entering Unmasked Estep 
Score: -14013720.000000 Penalty: 3829.022705
	Iteration 7F: 3 clusters Score -1.401372e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 121992 members 
Entering Unmasked Estep 
Score: -14019545.000000 Penalty: 3829.022705
	Iteration 8F: 3 clusters Score -1.401954e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 125778 members 
Entering Unmasked Estep 
Score: -14022823.000000 Penalty: 3829.022705
	Iteration 9Q: 3 clusters Score -1.402282e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 127821 members 
Entering Unmasked Estep 
Score: -14024351.000000 Penalty: 3829.022705
	Iteration 10Q: 3 clusters Score -1.402435e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 128860 members 
Entering Unmasked Estep 
Score: -14025169.000000 Penalty: 3829.022705
	Iteration 11Q: 3 clusters Score -1.402517e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 129440 members 
Entering Unmasked Estep 
Score: -14025567.000000 Penalty: 3829.022705
	Iteration 12Q: 3 clusters Score -1.402557e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 129777 members 
Entering Unmasked Estep 
Score: -14025759.000000 Penalty: 3829.022705
	Iteration 13Q: 3 clusters Score -1.402576e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 129977 members 
Entering Unmasked Estep 
Score: -14025886.000000 Penalty: 3829.022705
	Iteration 14Q: 3 clusters Score -1.402589e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 130102 members 
Entering Unmasked Estep 
Score: -14026001.000000 Penalty: 3829.022705
	Iteration 15Q: 3 clusters Score -1.4026e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 130156 members 
Entering Unmasked Estep 
Score: -14026035.000000 Penalty: 3829.022705
	Iteration 16Q: 3 clusters Score -1.402604e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 130207 members 
Entering Unmasked Estep 
Score: -14026119.000000 Penalty: 3829.022705
	Iteration 17Q: 3 clusters Score -1.402612e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 130238 members 
Entering Unmasked Estep 
Score: -14026161.000000 Penalty: 3829.022705
	Iteration 18Q: 3 clusters Score -1.402616e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 130257 members 
Entering Unmasked Estep 
Score: -14026168.000000 Penalty: 3829.022705
	Iteration 19Q: 3 clusters Score -1.402617e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 130279 members 
Entering Unmasked Estep 
Score: -14026184.000000 Penalty: 3829.022705
	Iteration 20F: 3 clusters Score -1.402618e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 130299 members 
Entering Unmasked Estep 
Score: -14026195.000000 Penalty: 3829.022705
	Iteration 21Q: 3 clusters Score -1.40262e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 130317 members 
Entering Unmasked Estep 
Score: -14026204.000000 Penalty: 3829.022705
	Iteration 22Q: 3 clusters Score -1.40262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 130326 members 
Entering Unmasked Estep 
Score: -14026218.000000 Penalty: 3829.022705
	Iteration 23Q: 3 clusters Score -1.402622e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 130333 members 
Entering Unmasked Estep 
Score: -14026218.000000 Penalty: 3829.022705
	Iteration 24Q: 3 clusters Score -1.402622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 130335 members 
Entering Unmasked Estep 
Score: -14026223.000000 Penalty: 3829.022705
	Iteration 25Q: 3 clusters Score -1.402622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 130340 members 
Entering Unmasked Estep 
Score: -14026223.000000 Penalty: 3829.022705
	Iteration 26Q: 3 clusters Score -1.402622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 130343 members 
Entering Unmasked Estep 
Score: -14026220.000000 Penalty: 3829.022705
	Iteration 27Q: 3 clusters Score -1.402622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 130344 members 
Entering Unmasked Estep 
Score: -14026222.000000 Penalty: 3829.022705
	Iteration 28Q: 3 clusters Score -1.402622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 130345 members 
Entering Unmasked Estep 
Score: -14026219.000000 Penalty: 3829.022705
	Iteration 29Q: 3 clusters Score -1.402622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 130346 members 
Entering Unmasked Estep 
Score: -14026215.000000 Penalty: 3829.022705
	Iteration 30Q: 3 clusters Score -1.402622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 130350 members 
Entering Unmasked Estep 
Score: -14026214.000000 Penalty: 3829.022705
	Iteration 31Q: 3 clusters Score -1.402621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 130354 members 
Entering Unmasked Estep 
Score: -14026223.000000 Penalty: 3829.022705
	Iteration 32Q: 3 clusters Score -1.402622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 130358 members 
Entering Unmasked Estep 
Score: -14026238.000000 Penalty: 3829.022705
	Iteration 33Q: 3 clusters Score -1.402624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 130364 members 
Entering Unmasked Estep 
Score: -14026239.000000 Penalty: 3829.022705
	Iteration 34Q: 3 clusters Score -1.402624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 130368 members 
Entering Unmasked Estep 
Score: -14026243.000000 Penalty: 3829.022705
	Iteration 35Q: 3 clusters Score -1.402624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 130366 members 
Entering Unmasked Estep 
Score: -14026241.000000 Penalty: 3829.022705
	Iteration 36Q: 3 clusters Score -1.402624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 130365 members 
Entering Unmasked Estep 
Score: -14026237.000000 Penalty: 3829.022705
	Iteration 37Q: 3 clusters Score -1.402624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 130365 members 
Entering Unmasked Estep 
Score: -14026237.000000 Penalty: 3829.022705
	Iteration 38F: 3 clusters Score -1.402624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Entering Unmasked Estep 
Score: -457794.468750 Penalty: 1366.307739
	Iteration 0F: 2 clusters Score -457794.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -454105.687500 Penalty: 2732.615479
	Iteration 0F: 3 clusters Score -454105.7 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -455211.562500 Penalty: 2732.615479
	Iteration 1F: 3 clusters Score -455211.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -455428.468750 Penalty: 2732.615479
	Iteration 2F: 3 clusters Score -455428.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -455608.031250 Penalty: 2732.615479
	Iteration 3F: 3 clusters Score -455608 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -455787.187500 Penalty: 2732.615479
	Iteration 4F: 3 clusters Score -455787.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -455965.218750 Penalty: 2732.615479
	Iteration 5Q: 3 clusters Score -455965.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -456133.343750 Penalty: 2732.615479
	Iteration 6Q: 3 clusters Score -456133.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -456328.562500 Penalty: 2732.615479
	Iteration 7Q: 3 clusters Score -456328.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -456516.750000 Penalty: 2732.615479
	Iteration 8F: 3 clusters Score -456516.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -456644.093750 Penalty: 2732.615479
	Iteration 9Q: 3 clusters Score -456644.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -456711.125000 Penalty: 2732.615479
	Iteration 10Q: 3 clusters Score -456711.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -456745.187500 Penalty: 2732.615479
	Iteration 11Q: 3 clusters Score -456745.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -456774.562500 Penalty: 2732.615479
	Iteration 12Q: 3 clusters Score -456774.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -456793.468750 Penalty: 2732.615479
	Iteration 13Q: 3 clusters Score -456793.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -456803.843750 Penalty: 2732.615479
	Iteration 14Q: 3 clusters Score -456803.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -456809.437500 Penalty: 2732.615479
	Iteration 15Q: 3 clusters Score -456809.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -456814.500000 Penalty: 2732.615479
	Iteration 16Q: 3 clusters Score -456814.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -456818.218750 Penalty: 2732.615479
	Iteration 17Q: 3 clusters Score -456818.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -456821.812500 Penalty: 2732.615479
	Iteration 18Q: 3 clusters Score -456821.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -456825.750000 Penalty: 2732.615479
	Iteration 19Q: 3 clusters Score -456825.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -456828.906250 Penalty: 2732.615479
	Iteration 20F: 3 clusters Score -456828.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -456830.312500 Penalty: 2732.615479
	Iteration 21Q: 3 clusters Score -456830.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -456831.718750 Penalty: 2732.615479
	Iteration 22Q: 3 clusters Score -456831.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -456832.750000 Penalty: 2732.615479
	Iteration 23Q: 3 clusters Score -456832.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -456833.656250 Penalty: 2732.615479
	Iteration 24Q: 3 clusters Score -456833.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -456834.843750 Penalty: 2732.615479
	Iteration 25Q: 3 clusters Score -456834.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -456835.625000 Penalty: 2732.615479
	Iteration 26Q: 3 clusters Score -456835.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -456836.062500 Penalty: 2732.615479
	Iteration 27Q: 3 clusters Score -456836.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -456836.593750 Penalty: 2732.615479
	Iteration 28Q: 3 clusters Score -456836.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -456836.593750 Penalty: 2732.615479
	Iteration 29F: 3 clusters Score -456836.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Entering Unmasked Estep 
Score: -1555946.375000 Penalty: 1555.833130
	Iteration 0F: 2 clusters Score -1555946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1546002.250000 Penalty: 3111.666260
	Iteration 0F: 3 clusters Score -1546002 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1549452.125000 Penalty: 3111.666260
	Iteration 1F: 3 clusters Score -1549452 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1549746.625000 Penalty: 3111.666260
	Iteration 2F: 3 clusters Score -1549747 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1550012.500000 Penalty: 3111.666260
	Iteration 3Q: 3 clusters Score -1550012 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1550278.125000 Penalty: 3111.666260
	Iteration 4Q: 3 clusters Score -1550278 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1550569.125000 Penalty: 3111.666260
	Iteration 5Q: 3 clusters Score -1550569 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1550971.000000 Penalty: 3111.666260
	Iteration 6Q: 3 clusters Score -1550971 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1551536.625000 Penalty: 3111.666260
	Iteration 7F: 3 clusters Score -1551537 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1552182.625000 Penalty: 3111.666260
	Iteration 8F: 3 clusters Score -1552183 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1552863.625000 Penalty: 3111.666260
	Iteration 9F: 3 clusters Score -1552864 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1553418.625000 Penalty: 3111.666260
	Iteration 10Q: 3 clusters Score -1553419 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1553845.875000 Penalty: 3111.666260
	Iteration 11Q: 3 clusters Score -1553846 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1554143.750000 Penalty: 3111.666260
	Iteration 12Q: 3 clusters Score -1554144 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1554333.750000 Penalty: 3111.666260
	Iteration 13Q: 3 clusters Score -1554334 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1554448.375000 Penalty: 3111.666260
	Iteration 14Q: 3 clusters Score -1554448 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1554525.125000 Penalty: 3111.666260
	Iteration 15Q: 3 clusters Score -1554525 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1554574.750000 Penalty: 3111.666260
	Iteration 16Q: 3 clusters Score -1554575 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1554612.625000 Penalty: 3111.666260
	Iteration 17Q: 3 clusters Score -1554613 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1554625.625000 Penalty: 3111.666260
	Iteration 18Q: 3 clusters Score -1554626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1554643.125000 Penalty: 3111.666260
	Iteration 19Q: 3 clusters Score -1554643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1554659.000000 Penalty: 3111.666260
	Iteration 20F: 3 clusters Score -1554659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1554677.000000 Penalty: 3111.666260
	Iteration 21Q: 3 clusters Score -1554677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1554688.625000 Penalty: 3111.666260
	Iteration 22Q: 3 clusters Score -1554689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1554692.125000 Penalty: 3111.666260
	Iteration 23Q: 3 clusters Score -1554692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1554696.125000 Penalty: 3111.666260
	Iteration 24Q: 3 clusters Score -1554696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1554698.375000 Penalty: 3111.666260
	Iteration 25Q: 3 clusters Score -1554698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1554702.875000 Penalty: 3111.666260
	Iteration 26Q: 3 clusters Score -1554703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1554705.375000 Penalty: 3111.666260
	Iteration 27Q: 3 clusters Score -1554705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1554712.375000 Penalty: 3111.666260
	Iteration 28Q: 3 clusters Score -1554712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1554716.875000 Penalty: 3111.666260
	Iteration 29Q: 3 clusters Score -1554717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1554720.000000 Penalty: 3111.666260
	Iteration 30Q: 3 clusters Score -1554720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1554725.125000 Penalty: 3111.666260
	Iteration 31Q: 3 clusters Score -1554725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1554727.000000 Penalty: 3111.666260
	Iteration 32Q: 3 clusters Score -1554727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1554728.875000 Penalty: 3111.666260
	Iteration 33Q: 3 clusters Score -1554729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1554730.125000 Penalty: 3111.666260
	Iteration 34Q: 3 clusters Score -1554730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1554731.875000 Penalty: 3111.666260
	Iteration 35Q: 3 clusters Score -1554732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1554730.875000 Penalty: 3111.666260
	Iteration 36Q: 3 clusters Score -1554731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1554730.500000 Penalty: 3111.666260
	Iteration 37Q: 3 clusters Score -1554730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1554730.375000 Penalty: 3111.666260
	Iteration 38Q: 3 clusters Score -1554730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1554730.375000 Penalty: 3111.666260
	Iteration 39F: 3 clusters Score -1554730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Entering Unmasked Estep 
Score: -809465.625000 Penalty: 1453.849243
	Iteration 0F: 2 clusters Score -809465.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -803773.750000 Penalty: 2907.698486
	Iteration 0F: 3 clusters Score -803773.8 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -805457.062500 Penalty: 2907.698486
	Iteration 1F: 3 clusters Score -805457.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -805705.812500 Penalty: 2907.698486
	Iteration 2F: 3 clusters Score -805705.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -805893.812500 Penalty: 2907.698486
	Iteration 3F: 3 clusters Score -805893.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -806062.437500 Penalty: 2907.698486
	Iteration 4Q: 3 clusters Score -806062.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -806271.750000 Penalty: 2907.698486
	Iteration 5Q: 3 clusters Score -806271.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -806519.000000 Penalty: 2907.698486
	Iteration 6Q: 3 clusters Score -806519 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -806854.937500 Penalty: 2907.698486
	Iteration 7F: 3 clusters Score -806854.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -807205.437500 Penalty: 2907.698486
	Iteration 8F: 3 clusters Score -807205.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -807492.000000 Penalty: 2907.698486
	Iteration 9F: 3 clusters Score -807492 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -807703.062500 Penalty: 2907.698486
	Iteration 10Q: 3 clusters Score -807703.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -807877.750000 Penalty: 2907.698486
	Iteration 11Q: 3 clusters Score -807877.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -808019.062500 Penalty: 2907.698486
	Iteration 12Q: 3 clusters Score -808019.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -808136.125000 Penalty: 2907.698486
	Iteration 13Q: 3 clusters Score -808136.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -808243.812500 Penalty: 2907.698486
	Iteration 14Q: 3 clusters Score -808243.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -808330.187500 Penalty: 2907.698486
	Iteration 15Q: 3 clusters Score -808330.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -808379.000000 Penalty: 2907.698486
	Iteration 16Q: 3 clusters Score -808379 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -808418.937500 Penalty: 2907.698486
	Iteration 17Q: 3 clusters Score -808418.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -808447.937500 Penalty: 2907.698486
	Iteration 18Q: 3 clusters Score -808447.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -808481.562500 Penalty: 2907.698486
	Iteration 19Q: 3 clusters Score -808481.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -808511.937500 Penalty: 2907.698486
	Iteration 20F: 3 clusters Score -808511.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -808552.187500 Penalty: 2907.698486
	Iteration 21Q: 3 clusters Score -808552.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -808595.750000 Penalty: 2907.698486
	Iteration 22Q: 3 clusters Score -808595.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -808641.812500 Penalty: 2907.698486
	Iteration 23Q: 3 clusters Score -808641.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -808665.250000 Penalty: 2907.698486
	Iteration 24Q: 3 clusters Score -808665.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -808676.625000 Penalty: 2907.698486
	Iteration 25Q: 3 clusters Score -808676.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -808685.875000 Penalty: 2907.698486
	Iteration 26Q: 3 clusters Score -808685.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -808689.500000 Penalty: 2907.698486
	Iteration 27Q: 3 clusters Score -808689.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -808690.937500 Penalty: 2907.698486
	Iteration 28Q: 3 clusters Score -808690.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -808690.937500 Penalty: 2907.698486
	Iteration 29F: 3 clusters Score -808690.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Entering Unmasked Estep 
Score: -4282128.000000 Penalty: 1725.624512
	Iteration 0F: 2 clusters Score -4282128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -4254776.500000 Penalty: 3451.249023
	Iteration 0F: 3 clusters Score -4254776 nChanged 19045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -4265940.000000 Penalty: 3451.249023
	Iteration 1F: 3 clusters Score -4265940 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -4266967.000000 Penalty: 3451.249023
	Iteration 2F: 3 clusters Score -4266967 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -4268256.000000 Penalty: 3451.249023
	Iteration 3F: 3 clusters Score -4268256 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -4269969.500000 Penalty: 3451.249023
	Iteration 4F: 3 clusters Score -4269970 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -4271892.000000 Penalty: 3451.249023
	Iteration 5F: 3 clusters Score -4271892 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -4273815.000000 Penalty: 3451.249023
	Iteration 6F: 3 clusters Score -4273815 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -4275477.000000 Penalty: 3451.249023
	Iteration 7F: 3 clusters Score -4275477 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -4276920.500000 Penalty: 3451.249023
	Iteration 8Q: 3 clusters Score -4276920 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -4277927.500000 Penalty: 3451.249023
	Iteration 9Q: 3 clusters Score -4277928 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -4278588.500000 Penalty: 3451.249023
	Iteration 10Q: 3 clusters Score -4278588 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -4279016.000000 Penalty: 3451.249023
	Iteration 11Q: 3 clusters Score -4279016 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -4279330.500000 Penalty: 3451.249023
	Iteration 12Q: 3 clusters Score -4279330 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -4279586.000000 Penalty: 3451.249023
	Iteration 13Q: 3 clusters Score -4279586 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -4279792.500000 Penalty: 3451.249023
	Iteration 14Q: 3 clusters Score -4279792 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -4279952.000000 Penalty: 3451.249023
	Iteration 15Q: 3 clusters Score -4279952 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -4280092.500000 Penalty: 3451.249023
	Iteration 16Q: 3 clusters Score -4280092 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -4280237.500000 Penalty: 3451.249023
	Iteration 17Q: 3 clusters Score -4280238 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -4280356.500000 Penalty: 3451.249023
	Iteration 18Q: 3 clusters Score -4280356 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -4280444.500000 Penalty: 3451.249023
	Iteration 19Q: 3 clusters Score -4280444 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -4280538.000000 Penalty: 3451.249023
	Iteration 20F: 3 clusters Score -4280538 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -4280617.500000 Penalty: 3451.249023
	Iteration 21Q: 3 clusters Score -4280618 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -4280666.000000 Penalty: 3451.249023
	Iteration 22Q: 3 clusters Score -4280666 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -4280734.000000 Penalty: 3451.249023
	Iteration 23Q: 3 clusters Score -4280734 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -4280800.000000 Penalty: 3451.249023
	Iteration 24Q: 3 clusters Score -4280800 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -4280858.500000 Penalty: 3451.249023
	Iteration 25Q: 3 clusters Score -4280858 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -4280912.500000 Penalty: 3451.249023
	Iteration 26Q: 3 clusters Score -4280912 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -4281016.000000 Penalty: 3451.249023
	Iteration 27Q: 3 clusters Score -4281016 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -4281133.000000 Penalty: 3451.249023
	Iteration 28Q: 3 clusters Score -4281133 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -4281250.000000 Penalty: 3451.249023
	Iteration 29Q: 3 clusters Score -4281250 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -4281349.500000 Penalty: 3451.249023
	Iteration 30Q: 3 clusters Score -4281350 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -4281410.500000 Penalty: 3451.249023
	Iteration 31Q: 3 clusters Score -4281410 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -4281457.000000 Penalty: 3451.249023
	Iteration 32Q: 3 clusters Score -4281457 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -4281483.000000 Penalty: 3451.249023
	Iteration 33Q: 3 clusters Score -4281483 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -4281497.500000 Penalty: 3451.249023
	Iteration 34Q: 3 clusters Score -4281498 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -4281516.000000 Penalty: 3451.249023
	Iteration 35Q: 3 clusters Score -4281516 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -4281515.000000 Penalty: 3451.249023
	Iteration 36Q: 3 clusters Score -4281515 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -4281518.000000 Penalty: 3451.249023
	Iteration 37Q: 3 clusters Score -4281518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -4281521.500000 Penalty: 3451.249023
	Iteration 38Q: 3 clusters Score -4281522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -4281517.000000 Penalty: 3451.249023
	Iteration 39Q: 3 clusters Score -4281517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -4281519.500000 Penalty: 3451.249023
	Iteration 40F: 3 clusters Score -4281520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -4281519.500000 Penalty: 3451.249023
	Iteration 41Q: 3 clusters Score -4281520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -4281522.500000 Penalty: 3451.249023
	Iteration 42Q: 3 clusters Score -4281522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -4281524.000000 Penalty: 3451.249023
	Iteration 43Q: 3 clusters Score -4281524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -4281525.000000 Penalty: 3451.249023
	Iteration 44Q: 3 clusters Score -4281525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -4281530.000000 Penalty: 3451.249023
	Iteration 45Q: 3 clusters Score -4281530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -4281533.000000 Penalty: 3451.249023
	Iteration 46Q: 3 clusters Score -4281533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -4281535.000000 Penalty: 3451.249023
	Iteration 47Q: 3 clusters Score -4281535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -4281540.500000 Penalty: 3451.249023
	Iteration 48Q: 3 clusters Score -4281540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -4281542.500000 Penalty: 3451.249023
	Iteration 49Q: 3 clusters Score -4281542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -4281544.500000 Penalty: 3451.249023
	Iteration 50Q: 3 clusters Score -4281544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -4281549.000000 Penalty: 3451.249023
	Iteration 51Q: 3 clusters Score -4281549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -4281544.500000 Penalty: 3451.249023
	Iteration 52Q: 3 clusters Score -4281544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -4281541.000000 Penalty: 3451.249023
	Iteration 53Q: 3 clusters Score -4281541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -4281539.500000 Penalty: 3451.249023
	Iteration 54Q: 3 clusters Score -4281540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -4281537.500000 Penalty: 3451.249023
	Iteration 55Q: 3 clusters Score -4281538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -4281540.000000 Penalty: 3451.249023
	Iteration 56Q: 3 clusters Score -4281540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -4281539.000000 Penalty: 3451.249023
	Iteration 57Q: 3 clusters Score -4281539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -4281539.000000 Penalty: 3451.249023
	Iteration 58Q: 3 clusters Score -4281539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -4281537.000000 Penalty: 3451.249023
	Iteration 59Q: 3 clusters Score -4281537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -4281533.000000 Penalty: 3451.249023
	Iteration 60F: 3 clusters Score -4281533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -4281537.500000 Penalty: 3451.249023
	Iteration 61Q: 3 clusters Score -4281538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -4281540.000000 Penalty: 3451.249023
	Iteration 62Q: 3 clusters Score -4281540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -4281539.000000 Penalty: 3451.249023
	Iteration 63Q: 3 clusters Score -4281539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -4281539.000000 Penalty: 3451.249023
	Iteration 64Q: 3 clusters Score -4281539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -4281539.000000 Penalty: 3451.249023
	Iteration 65F: 3 clusters Score -4281539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Entering Unmasked Estep 
Score: -143023.671875 Penalty: 1194.145508
	Iteration 0F: 2 clusters Score -143023.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -141306.375000 Penalty: 2388.291016
	Iteration 0F: 3 clusters Score -141306.4 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -142115.250000 Penalty: 2388.291016
	Iteration 1F: 3 clusters Score -142115.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -142729.375000 Penalty: 2388.291016
	Iteration 2F: 3 clusters Score -142729.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -143410.546875 Penalty: 2388.291016
	Iteration 3F: 3 clusters Score -143410.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -143912.609375 Penalty: 2388.291016
	Iteration 4F: 3 clusters Score -143912.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -144114.125000 Penalty: 2388.291016
	Iteration 5Q: 3 clusters Score -144114.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -144161.281250 Penalty: 2388.291016
	Iteration 6Q: 3 clusters Score -144161.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -144179.968750 Penalty: 2388.291016
	Iteration 7Q: 3 clusters Score -144180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -144192.984375 Penalty: 2388.291016
	Iteration 8Q: 3 clusters Score -144193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -144208.187500 Penalty: 2388.291016
	Iteration 9Q: 3 clusters Score -144208.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -144220.718750 Penalty: 2388.291016
	Iteration 10Q: 3 clusters Score -144220.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -144227.531250 Penalty: 2388.291016
	Iteration 11Q: 3 clusters Score -144227.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -144231.546875 Penalty: 2388.291016
	Iteration 12Q: 3 clusters Score -144231.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -144233.562500 Penalty: 2388.291016
	Iteration 13Q: 3 clusters Score -144233.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -144235.062500 Penalty: 2388.291016
	Iteration 14Q: 3 clusters Score -144235.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -144238.671875 Penalty: 2388.291016
	Iteration 15Q: 3 clusters Score -144238.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -144243.703125 Penalty: 2388.291016
	Iteration 16Q: 3 clusters Score -144243.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -144246.250000 Penalty: 2388.291016
	Iteration 17Q: 3 clusters Score -144246.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -144247.859375 Penalty: 2388.291016
	Iteration 18Q: 3 clusters Score -144247.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -144251.078125 Penalty: 2388.291016
	Iteration 19Q: 3 clusters Score -144251.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -144254.453125 Penalty: 2388.291016
	Iteration 20F: 3 clusters Score -144254.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -144256.609375 Penalty: 2388.291016
	Iteration 21Q: 3 clusters Score -144256.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -144265.703125 Penalty: 2388.291016
	Iteration 22Q: 3 clusters Score -144265.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -144273.468750 Penalty: 2388.291016
	Iteration 23Q: 3 clusters Score -144273.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -144283.296875 Penalty: 2388.291016
	Iteration 24Q: 3 clusters Score -144283.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -144288.453125 Penalty: 2388.291016
	Iteration 25Q: 3 clusters Score -144288.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -144296.140625 Penalty: 2388.291016
	Iteration 26Q: 3 clusters Score -144296.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -144299.843750 Penalty: 2388.291016
	Iteration 27Q: 3 clusters Score -144299.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -144303.328125 Penalty: 2388.291016
	Iteration 28Q: 3 clusters Score -144303.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -144313.578125 Penalty: 2388.291016
	Iteration 29Q: 3 clusters Score -144313.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -144320.031250 Penalty: 2388.291016
	Iteration 30Q: 3 clusters Score -144320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -144323.875000 Penalty: 2388.291016
	Iteration 31Q: 3 clusters Score -144323.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -144326.843750 Penalty: 2388.291016
	Iteration 32Q: 3 clusters Score -144326.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -144331.718750 Penalty: 2388.291016
	Iteration 33Q: 3 clusters Score -144331.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -144334.546875 Penalty: 2388.291016
	Iteration 34Q: 3 clusters Score -144334.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -144342.968750 Penalty: 2388.291016
	Iteration 35Q: 3 clusters Score -144343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -144344.281250 Penalty: 2388.291016
	Iteration 36Q: 3 clusters Score -144344.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -144360.593750 Penalty: 2388.291016
	Iteration 37F: 3 clusters Score -144360.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -144392.234375 Penalty: 2388.291016
	Iteration 38Q: 3 clusters Score -144392.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -144409.890625 Penalty: 2388.291016
	Iteration 39Q: 3 clusters Score -144409.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -144422.984375 Penalty: 2388.291016
	Iteration 40F: 3 clusters Score -144423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -144425.765625 Penalty: 2388.291016
	Iteration 41Q: 3 clusters Score -144425.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -144425.953125 Penalty: 2388.291016
	Iteration 42Q: 3 clusters Score -144426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -144425.953125 Penalty: 2388.291016
	Iteration 43F: 3 clusters Score -144426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 16118 members 
Mstep: Class 3 contains 8540 members 
Mstep: Class 4 contains 10620 members 
Mstep: Class 5 contains 30615 members 
Mstep: Class 6 contains 130824 members 
Mstep: Class 7 contains 4483 members 
Mstep: Class 8 contains 14391 members 
Mstep: Class 9 contains 7683 members 
Mstep: Class 10 contains 40914 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 10032 members 
Mstep: Class 14 contains 20003 members 
Mstep: Class 15 contains 5262 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 174216 members 
Mstep: Class 18 contains 10849 members 
Mstep: Class 19 contains 4425 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 24691 members 
Mstep: Class 22 contains 5786 members 
Mstep: Class 23 contains 12646 members 
Mstep: Class 24 contains 18019 members 
Mstep: Class 25 contains 4523 members 
Mstep: Class 26 contains 252 members 
Mstep: Class 27 contains 11243 members 
Mstep: Class 28 contains 327 members 
Mstep: Class 29 contains 2121 members 
Mstep: Class 30 contains 25385 members 
Mstep: Class 31 contains 377 members 
Entering Unmasked Estep 
Score: -65952164.000000 Penalty: 67358.195312
Splitting cluster 11 changes total score from -65951532.000000 to -65952164.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 12 (7029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Entering Unmasked Estep 
Score: -671652.312500 Penalty: 1439.392456
	Iteration 0F: 2 clusters Score -671652.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -666430.000000 Penalty: 2878.784912
	Iteration 0F: 3 clusters Score -666430 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -668148.250000 Penalty: 2878.784912
	Iteration 1F: 3 clusters Score -668148.2 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -668534.000000 Penalty: 2878.784912
	Iteration 2F: 3 clusters Score -668534 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -668827.812500 Penalty: 2878.784912
	Iteration 3F: 3 clusters Score -668827.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -669057.500000 Penalty: 2878.784912
	Iteration 4F: 3 clusters Score -669057.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -669244.187500 Penalty: 2878.784912
	Iteration 5Q: 3 clusters Score -669244.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -669369.812500 Penalty: 2878.784912
	Iteration 6Q: 3 clusters Score -669369.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -669478.000000 Penalty: 2878.784912
	Iteration 7Q: 3 clusters Score -669478 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -669593.625000 Penalty: 2878.784912
	Iteration 8Q: 3 clusters Score -669593.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -669714.812500 Penalty: 2878.784912
	Iteration 9Q: 3 clusters Score -669714.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -669838.312500 Penalty: 2878.784912
	Iteration 10Q: 3 clusters Score -669838.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -669945.187500 Penalty: 2878.784912
	Iteration 11Q: 3 clusters Score -669945.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -670025.437500 Penalty: 2878.784912
	Iteration 12Q: 3 clusters Score -670025.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -670089.500000 Penalty: 2878.784912
	Iteration 13Q: 3 clusters Score -670089.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -670143.250000 Penalty: 2878.784912
	Iteration 14Q: 3 clusters Score -670143.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -670183.750000 Penalty: 2878.784912
	Iteration 15Q: 3 clusters Score -670183.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -670221.937500 Penalty: 2878.784912
	Iteration 16Q: 3 clusters Score -670221.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -670265.125000 Penalty: 2878.784912
	Iteration 17Q: 3 clusters Score -670265.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -670296.812500 Penalty: 2878.784912
	Iteration 18Q: 3 clusters Score -670296.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -670325.687500 Penalty: 2878.784912
	Iteration 19Q: 3 clusters Score -670325.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -670347.500000 Penalty: 2878.784912
	Iteration 20F: 3 clusters Score -670347.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -670364.375000 Penalty: 2878.784912
	Iteration 21Q: 3 clusters Score -670364.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -670384.250000 Penalty: 2878.784912
	Iteration 22Q: 3 clusters Score -670384.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -670402.875000 Penalty: 2878.784912
	Iteration 23Q: 3 clusters Score -670402.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -670417.000000 Penalty: 2878.784912
	Iteration 24Q: 3 clusters Score -670417 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -670429.562500 Penalty: 2878.784912
	Iteration 25Q: 3 clusters Score -670429.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -670441.125000 Penalty: 2878.784912
	Iteration 26Q: 3 clusters Score -670441.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -670455.250000 Penalty: 2878.784912
	Iteration 27Q: 3 clusters Score -670455.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -670464.062500 Penalty: 2878.784912
	Iteration 28Q: 3 clusters Score -670464.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -670472.625000 Penalty: 2878.784912
	Iteration 29Q: 3 clusters Score -670472.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -670481.500000 Penalty: 2878.784912
	Iteration 30Q: 3 clusters Score -670481.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -670497.250000 Penalty: 2878.784912
	Iteration 31Q: 3 clusters Score -670497.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -670510.937500 Penalty: 2878.784912
	Iteration 32Q: 3 clusters Score -670510.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -670522.687500 Penalty: 2878.784912
	Iteration 33Q: 3 clusters Score -670522.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -670533.000000 Penalty: 2878.784912
	Iteration 34Q: 3 clusters Score -670533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -670539.312500 Penalty: 2878.784912
	Iteration 35Q: 3 clusters Score -670539.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -670547.187500 Penalty: 2878.784912
	Iteration 36Q: 3 clusters Score -670547.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -670554.000000 Penalty: 2878.784912
	Iteration 37Q: 3 clusters Score -670554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -670556.687500 Penalty: 2878.784912
	Iteration 38Q: 3 clusters Score -670556.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -670561.812500 Penalty: 2878.784912
	Iteration 39Q: 3 clusters Score -670561.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -670567.687500 Penalty: 2878.784912
	Iteration 40F: 3 clusters Score -670567.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -670574.812500 Penalty: 2878.784912
	Iteration 41Q: 3 clusters Score -670574.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -670576.312500 Penalty: 2878.784912
	Iteration 42Q: 3 clusters Score -670576.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -670581.687500 Penalty: 2878.784912
	Iteration 43Q: 3 clusters Score -670581.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -670584.000000 Penalty: 2878.784912
	Iteration 44Q: 3 clusters Score -670584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -670586.625000 Penalty: 2878.784912
	Iteration 45Q: 3 clusters Score -670586.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -670589.812500 Penalty: 2878.784912
	Iteration 46Q: 3 clusters Score -670589.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -670593.250000 Penalty: 2878.784912
	Iteration 47Q: 3 clusters Score -670593.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -670594.812500 Penalty: 2878.784912
	Iteration 48Q: 3 clusters Score -670594.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -670597.062500 Penalty: 2878.784912
	Iteration 49Q: 3 clusters Score -670597.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -670599.125000 Penalty: 2878.784912
	Iteration 50Q: 3 clusters Score -670599.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -670600.750000 Penalty: 2878.784912
	Iteration 51Q: 3 clusters Score -670600.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -670600.875000 Penalty: 2878.784912
	Iteration 52Q: 3 clusters Score -670600.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -670606.250000 Penalty: 2878.784912
	Iteration 53Q: 3 clusters Score -670606.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -670607.687500 Penalty: 2878.784912
	Iteration 54Q: 3 clusters Score -670607.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -670608.187500 Penalty: 2878.784912
	Iteration 55Q: 3 clusters Score -670608.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -670608.625000 Penalty: 2878.784912
	Iteration 56Q: 3 clusters Score -670608.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -670609.625000 Penalty: 2878.784912
	Iteration 57Q: 3 clusters Score -670609.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -670608.875000 Penalty: 2878.784912
	Iteration 58Q: 3 clusters Score -670608.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -670608.875000 Penalty: 2878.784912
	Iteration 59F: 3 clusters Score -670608.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Entering Unmasked Estep 
Score: -1064694.000000 Penalty: 1497.199463
	Iteration 0F: 2 clusters Score -1064694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1057478.250000 Penalty: 2994.398926
	Iteration 0F: 3 clusters Score -1057478 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1059942.250000 Penalty: 2994.398926
	Iteration 1F: 3 clusters Score -1059942 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1060232.000000 Penalty: 2994.398926
	Iteration 2F: 3 clusters Score -1060232 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1060473.750000 Penalty: 2994.398926
	Iteration 3F: 3 clusters Score -1060474 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1060710.500000 Penalty: 2994.398926
	Iteration 4Q: 3 clusters Score -1060710 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1060959.625000 Penalty: 2994.398926
	Iteration 5Q: 3 clusters Score -1060960 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1061220.250000 Penalty: 2994.398926
	Iteration 6Q: 3 clusters Score -1061220 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1061454.375000 Penalty: 2994.398926
	Iteration 7Q: 3 clusters Score -1061454 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1061658.500000 Penalty: 2994.398926
	Iteration 8Q: 3 clusters Score -1061658 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1061871.250000 Penalty: 2994.398926
	Iteration 9Q: 3 clusters Score -1061871 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1062067.875000 Penalty: 2994.398926
	Iteration 10Q: 3 clusters Score -1062068 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1062256.750000 Penalty: 2994.398926
	Iteration 11Q: 3 clusters Score -1062257 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1062425.625000 Penalty: 2994.398926
	Iteration 12Q: 3 clusters Score -1062426 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1062593.125000 Penalty: 2994.398926
	Iteration 13Q: 3 clusters Score -1062593 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1062702.375000 Penalty: 2994.398926
	Iteration 14Q: 3 clusters Score -1062702 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1062757.750000 Penalty: 2994.398926
	Iteration 15Q: 3 clusters Score -1062758 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1062800.875000 Penalty: 2994.398926
	Iteration 16Q: 3 clusters Score -1062801 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1062835.625000 Penalty: 2994.398926
	Iteration 17Q: 3 clusters Score -1062836 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1062868.500000 Penalty: 2994.398926
	Iteration 18Q: 3 clusters Score -1062868 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1062893.875000 Penalty: 2994.398926
	Iteration 19Q: 3 clusters Score -1062894 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1062917.000000 Penalty: 2994.398926
	Iteration 20F: 3 clusters Score -1062917 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1062936.875000 Penalty: 2994.398926
	Iteration 21Q: 3 clusters Score -1062937 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1062960.875000 Penalty: 2994.398926
	Iteration 22Q: 3 clusters Score -1062961 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1062983.125000 Penalty: 2994.398926
	Iteration 23Q: 3 clusters Score -1062983 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1063003.000000 Penalty: 2994.398926
	Iteration 24Q: 3 clusters Score -1063003 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1063018.750000 Penalty: 2994.398926
	Iteration 25Q: 3 clusters Score -1063019 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1063038.375000 Penalty: 2994.398926
	Iteration 26Q: 3 clusters Score -1063038 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1063056.750000 Penalty: 2994.398926
	Iteration 27Q: 3 clusters Score -1063057 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1063071.000000 Penalty: 2994.398926
	Iteration 28Q: 3 clusters Score -1063071 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1063089.875000 Penalty: 2994.398926
	Iteration 29Q: 3 clusters Score -1063090 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1063112.625000 Penalty: 2994.398926
	Iteration 30Q: 3 clusters Score -1063113 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1063144.375000 Penalty: 2994.398926
	Iteration 31Q: 3 clusters Score -1063144 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1063175.750000 Penalty: 2994.398926
	Iteration 32Q: 3 clusters Score -1063176 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1063211.375000 Penalty: 2994.398926
	Iteration 33Q: 3 clusters Score -1063211 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1063264.875000 Penalty: 2994.398926
	Iteration 34Q: 3 clusters Score -1063265 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1063338.500000 Penalty: 2994.398926
	Iteration 35Q: 3 clusters Score -1063338 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1063416.625000 Penalty: 2994.398926
	Iteration 36Q: 3 clusters Score -1063417 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1063504.750000 Penalty: 2994.398926
	Iteration 37Q: 3 clusters Score -1063505 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1063591.250000 Penalty: 2994.398926
	Iteration 38Q: 3 clusters Score -1063591 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1063669.750000 Penalty: 2994.398926
	Iteration 39Q: 3 clusters Score -1063670 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1063728.250000 Penalty: 2994.398926
	Iteration 40F: 3 clusters Score -1063728 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1063762.000000 Penalty: 2994.398926
	Iteration 41Q: 3 clusters Score -1063762 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1063785.250000 Penalty: 2994.398926
	Iteration 42Q: 3 clusters Score -1063785 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1063805.125000 Penalty: 2994.398926
	Iteration 43Q: 3 clusters Score -1063805 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1063824.875000 Penalty: 2994.398926
	Iteration 44Q: 3 clusters Score -1063825 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1063835.375000 Penalty: 2994.398926
	Iteration 45Q: 3 clusters Score -1063835 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1063848.125000 Penalty: 2994.398926
	Iteration 46Q: 3 clusters Score -1063848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1063855.375000 Penalty: 2994.398926
	Iteration 47Q: 3 clusters Score -1063855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1063861.000000 Penalty: 2994.398926
	Iteration 48Q: 3 clusters Score -1063861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1063866.875000 Penalty: 2994.398926
	Iteration 49Q: 3 clusters Score -1063867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1063875.000000 Penalty: 2994.398926
	Iteration 50Q: 3 clusters Score -1063875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1063875.000000 Penalty: 2994.398926
	Iteration 51Q: 3 clusters Score -1063875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1063876.000000 Penalty: 2994.398926
	Iteration 52Q: 3 clusters Score -1063876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1063876.500000 Penalty: 2994.398926
	Iteration 53Q: 3 clusters Score -1063876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1063877.500000 Penalty: 2994.398926
	Iteration 54Q: 3 clusters Score -1063878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1063876.750000 Penalty: 2994.398926
	Iteration 55Q: 3 clusters Score -1063877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1063878.375000 Penalty: 2994.398926
	Iteration 56Q: 3 clusters Score -1063878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1063878.375000 Penalty: 2994.398926
	Iteration 57F: 3 clusters Score -1063878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Entering Unmasked Estep 
Score: -2092340.125000 Penalty: 1609.341187
	Iteration 0F: 2 clusters Score -2092340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2078733.375000 Penalty: 3218.682373
	Iteration 0F: 3 clusters Score -2078733 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2083587.625000 Penalty: 3218.682373
	Iteration 1F: 3 clusters Score -2083588 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2083977.875000 Penalty: 3218.682373
	Iteration 2F: 3 clusters Score -2083978 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2084344.250000 Penalty: 3218.682373
	Iteration 3Q: 3 clusters Score -2084344 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2084693.000000 Penalty: 3218.682373
	Iteration 4Q: 3 clusters Score -2084693 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2085048.750000 Penalty: 3218.682373
	Iteration 5Q: 3 clusters Score -2085049 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2085386.000000 Penalty: 3218.682373
	Iteration 6Q: 3 clusters Score -2085386 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2085736.000000 Penalty: 3218.682373
	Iteration 7Q: 3 clusters Score -2085736 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2086124.125000 Penalty: 3218.682373
	Iteration 8Q: 3 clusters Score -2086124 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2086492.500000 Penalty: 3218.682373
	Iteration 9Q: 3 clusters Score -2086492 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2086897.375000 Penalty: 3218.682373
	Iteration 10Q: 3 clusters Score -2086897 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2087324.500000 Penalty: 3218.682373
	Iteration 11Q: 3 clusters Score -2087324 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2087751.125000 Penalty: 3218.682373
	Iteration 12Q: 3 clusters Score -2087751 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2088110.375000 Penalty: 3218.682373
	Iteration 13Q: 3 clusters Score -2088110 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2088451.250000 Penalty: 3218.682373
	Iteration 14Q: 3 clusters Score -2088451 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2088718.375000 Penalty: 3218.682373
	Iteration 15Q: 3 clusters Score -2088718 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2088910.500000 Penalty: 3218.682373
	Iteration 16Q: 3 clusters Score -2088910 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2089070.875000 Penalty: 3218.682373
	Iteration 17Q: 3 clusters Score -2089071 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2089214.500000 Penalty: 3218.682373
	Iteration 18Q: 3 clusters Score -2089214 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2089387.500000 Penalty: 3218.682373
	Iteration 19Q: 3 clusters Score -2089388 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2089578.000000 Penalty: 3218.682373
	Iteration 20F: 3 clusters Score -2089578 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2089778.750000 Penalty: 3218.682373
	Iteration 21Q: 3 clusters Score -2089779 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2089954.250000 Penalty: 3218.682373
	Iteration 22Q: 3 clusters Score -2089954 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2090142.500000 Penalty: 3218.682373
	Iteration 23Q: 3 clusters Score -2090142 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2090310.250000 Penalty: 3218.682373
	Iteration 24Q: 3 clusters Score -2090310 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2090449.250000 Penalty: 3218.682373
	Iteration 25Q: 3 clusters Score -2090449 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2090591.125000 Penalty: 3218.682373
	Iteration 26Q: 3 clusters Score -2090591 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2090714.000000 Penalty: 3218.682373
	Iteration 27Q: 3 clusters Score -2090714 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2090798.875000 Penalty: 3218.682373
	Iteration 28Q: 3 clusters Score -2090799 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2090860.625000 Penalty: 3218.682373
	Iteration 29Q: 3 clusters Score -2090861 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2090901.000000 Penalty: 3218.682373
	Iteration 30Q: 3 clusters Score -2090901 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2090944.375000 Penalty: 3218.682373
	Iteration 31Q: 3 clusters Score -2090944 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2090980.125000 Penalty: 3218.682373
	Iteration 32Q: 3 clusters Score -2090980 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2091007.875000 Penalty: 3218.682373
	Iteration 33Q: 3 clusters Score -2091008 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2091037.875000 Penalty: 3218.682373
	Iteration 34Q: 3 clusters Score -2091038 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2091055.000000 Penalty: 3218.682373
	Iteration 35Q: 3 clusters Score -2091055 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2091071.750000 Penalty: 3218.682373
	Iteration 36Q: 3 clusters Score -2091072 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2091081.000000 Penalty: 3218.682373
	Iteration 37Q: 3 clusters Score -2091081 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2091095.000000 Penalty: 3218.682373
	Iteration 38Q: 3 clusters Score -2091095 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2091104.875000 Penalty: 3218.682373
	Iteration 39Q: 3 clusters Score -2091105 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2091113.500000 Penalty: 3218.682373
	Iteration 40F: 3 clusters Score -2091114 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2091121.500000 Penalty: 3218.682373
	Iteration 41Q: 3 clusters Score -2091122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2091127.375000 Penalty: 3218.682373
	Iteration 42Q: 3 clusters Score -2091127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2091130.625000 Penalty: 3218.682373
	Iteration 43Q: 3 clusters Score -2091131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2091136.500000 Penalty: 3218.682373
	Iteration 44Q: 3 clusters Score -2091136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2091140.500000 Penalty: 3218.682373
	Iteration 45Q: 3 clusters Score -2091140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2091143.125000 Penalty: 3218.682373
	Iteration 46Q: 3 clusters Score -2091143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2091140.375000 Penalty: 3218.682373
	Iteration 47Q: 3 clusters Score -2091140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2091147.000000 Penalty: 3218.682373
	Iteration 48Q: 3 clusters Score -2091147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2091147.750000 Penalty: 3218.682373
	Iteration 49Q: 3 clusters Score -2091148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2091156.125000 Penalty: 3218.682373
	Iteration 50Q: 3 clusters Score -2091156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2091163.125000 Penalty: 3218.682373
	Iteration 51Q: 3 clusters Score -2091163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2091167.750000 Penalty: 3218.682373
	Iteration 52Q: 3 clusters Score -2091168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2091178.375000 Penalty: 3218.682373
	Iteration 53Q: 3 clusters Score -2091178 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2091190.750000 Penalty: 3218.682373
	Iteration 54Q: 3 clusters Score -2091191 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2091200.625000 Penalty: 3218.682373
	Iteration 55Q: 3 clusters Score -2091201 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2091210.500000 Penalty: 3218.682373
	Iteration 56Q: 3 clusters Score -2091210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2091216.500000 Penalty: 3218.682373
	Iteration 57Q: 3 clusters Score -2091216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2091219.125000 Penalty: 3218.682373
	Iteration 58Q: 3 clusters Score -2091219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2091222.125000 Penalty: 3218.682373
	Iteration 59Q: 3 clusters Score -2091222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2091225.375000 Penalty: 3218.682373
	Iteration 60F: 3 clusters Score -2091225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2091229.625000 Penalty: 3218.682373
	Iteration 61Q: 3 clusters Score -2091230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2091231.750000 Penalty: 3218.682373
	Iteration 62Q: 3 clusters Score -2091232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2091240.375000 Penalty: 3218.682373
	Iteration 63Q: 3 clusters Score -2091240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2091243.375000 Penalty: 3218.682373
	Iteration 64Q: 3 clusters Score -2091243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2091243.625000 Penalty: 3218.682373
	Iteration 65Q: 3 clusters Score -2091244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2091244.625000 Penalty: 3218.682373
	Iteration 66Q: 3 clusters Score -2091245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2091249.000000 Penalty: 3218.682373
	Iteration 67Q: 3 clusters Score -2091249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2091250.500000 Penalty: 3218.682373
	Iteration 68Q: 3 clusters Score -2091250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2091249.375000 Penalty: 3218.682373
	Iteration 69Q: 3 clusters Score -2091249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2091249.000000 Penalty: 3218.682373
	Iteration 70Q: 3 clusters Score -2091249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2091249.000000 Penalty: 3218.682373
	Iteration 71Q: 3 clusters Score -2091249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2091247.750000 Penalty: 3218.682373
	Iteration 72Q: 3 clusters Score -2091248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2091252.500000 Penalty: 3218.682373
	Iteration 73Q: 3 clusters Score -2091252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2091253.375000 Penalty: 3218.682373
	Iteration 74Q: 3 clusters Score -2091253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2091255.250000 Penalty: 3218.682373
	Iteration 75Q: 3 clusters Score -2091255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2091253.625000 Penalty: 3218.682373
	Iteration 76Q: 3 clusters Score -2091254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2091251.000000 Penalty: 3218.682373
	Iteration 77Q: 3 clusters Score -2091251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2091253.750000 Penalty: 3218.682373
	Iteration 78Q: 3 clusters Score -2091254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2091257.875000 Penalty: 3218.682373
	Iteration 79Q: 3 clusters Score -2091258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2091255.000000 Penalty: 3218.682373
	Iteration 80F: 3 clusters Score -2091255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2091255.750000 Penalty: 3218.682373
	Iteration 81Q: 3 clusters Score -2091256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2091253.125000 Penalty: 3218.682373
	Iteration 82Q: 3 clusters Score -2091253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2091258.750000 Penalty: 3218.682373
	Iteration 83Q: 3 clusters Score -2091259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2091261.250000 Penalty: 3218.682373
	Iteration 84Q: 3 clusters Score -2091261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2091262.875000 Penalty: 3218.682373
	Iteration 85Q: 3 clusters Score -2091263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2091264.875000 Penalty: 3218.682373
	Iteration 86Q: 3 clusters Score -2091265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2091267.625000 Penalty: 3218.682373
	Iteration 87Q: 3 clusters Score -2091268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2091266.750000 Penalty: 3218.682373
	Iteration 88Q: 3 clusters Score -2091267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2091268.375000 Penalty: 3218.682373
	Iteration 89Q: 3 clusters Score -2091268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2091271.000000 Penalty: 3218.682373
	Iteration 90Q: 3 clusters Score -2091271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2091268.625000 Penalty: 3218.682373
	Iteration 91Q: 3 clusters Score -2091269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2091273.000000 Penalty: 3218.682373
	Iteration 92Q: 3 clusters Score -2091273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2091272.250000 Penalty: 3218.682373
	Iteration 93Q: 3 clusters Score -2091272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2091272.875000 Penalty: 3218.682373
	Iteration 94Q: 3 clusters Score -2091273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2091271.500000 Penalty: 3218.682373
	Iteration 95Q: 3 clusters Score -2091272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2091271.875000 Penalty: 3218.682373
	Iteration 96Q: 3 clusters Score -2091272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2091274.875000 Penalty: 3218.682373
	Iteration 97Q: 3 clusters Score -2091275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2091273.250000 Penalty: 3218.682373
	Iteration 98Q: 3 clusters Score -2091273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2091275.375000 Penalty: 3218.682373
	Iteration 99Q: 3 clusters Score -2091275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2091275.875000 Penalty: 3218.682373
	Iteration 100F: 3 clusters Score -2091276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2091277.250000 Penalty: 3218.682373
	Iteration 101Q: 3 clusters Score -2091277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2091283.000000 Penalty: 3218.682373
	Iteration 102Q: 3 clusters Score -2091283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2091283.625000 Penalty: 3218.682373
	Iteration 103Q: 3 clusters Score -2091284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2091284.250000 Penalty: 3218.682373
	Iteration 104Q: 3 clusters Score -2091284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2091285.125000 Penalty: 3218.682373
	Iteration 105Q: 3 clusters Score -2091285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2091290.875000 Penalty: 3218.682373
	Iteration 106Q: 3 clusters Score -2091291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2091289.500000 Penalty: 3218.682373
	Iteration 107Q: 3 clusters Score -2091290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2091288.500000 Penalty: 3218.682373
	Iteration 108Q: 3 clusters Score -2091288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2091291.000000 Penalty: 3218.682373
	Iteration 109Q: 3 clusters Score -2091291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2091291.375000 Penalty: 3218.682373
	Iteration 110Q: 3 clusters Score -2091291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2091291.000000 Penalty: 3218.682373
	Iteration 111Q: 3 clusters Score -2091291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2091293.750000 Penalty: 3218.682373
	Iteration 112Q: 3 clusters Score -2091294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2091295.875000 Penalty: 3218.682373
	Iteration 113Q: 3 clusters Score -2091296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2091299.125000 Penalty: 3218.682373
	Iteration 114Q: 3 clusters Score -2091299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2091297.000000 Penalty: 3218.682373
	Iteration 115Q: 3 clusters Score -2091297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2091300.750000 Penalty: 3218.682373
	Iteration 116Q: 3 clusters Score -2091301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2091302.500000 Penalty: 3218.682373
	Iteration 117Q: 3 clusters Score -2091302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2091302.125000 Penalty: 3218.682373
	Iteration 118Q: 3 clusters Score -2091302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2091299.500000 Penalty: 3218.682373
	Iteration 119Q: 3 clusters Score -2091300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2091304.500000 Penalty: 3218.682373
	Iteration 120F: 3 clusters Score -2091304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2091307.375000 Penalty: 3218.682373
	Iteration 121Q: 3 clusters Score -2091307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2091308.750000 Penalty: 3218.682373
	Iteration 122Q: 3 clusters Score -2091309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2091308.250000 Penalty: 3218.682373
	Iteration 123Q: 3 clusters Score -2091308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2091306.875000 Penalty: 3218.682373
	Iteration 124Q: 3 clusters Score -2091307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2091309.000000 Penalty: 3218.682373
	Iteration 125Q: 3 clusters Score -2091309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2091308.750000 Penalty: 3218.682373
	Iteration 126Q: 3 clusters Score -2091309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2091308.750000 Penalty: 3218.682373
	Iteration 127F: 3 clusters Score -2091309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Entering Unmasked Estep 
Score: -554659.312500 Penalty: 1392.343384
	Iteration 0F: 2 clusters Score -554659.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -550529.937500 Penalty: 2784.686768
	Iteration 0F: 3 clusters Score -550529.9 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -551732.125000 Penalty: 2784.686768
	Iteration 1F: 3 clusters Score -551732.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -551910.125000 Penalty: 2784.686768
	Iteration 2F: 3 clusters Score -551910.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -552040.000000 Penalty: 2784.686768
	Iteration 3Q: 3 clusters Score -552040 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -552149.750000 Penalty: 2784.686768
	Iteration 4Q: 3 clusters Score -552149.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -552268.937500 Penalty: 2784.686768
	Iteration 5Q: 3 clusters Score -552268.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -552406.062500 Penalty: 2784.686768
	Iteration 6Q: 3 clusters Score -552406.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -552564.625000 Penalty: 2784.686768
	Iteration 7Q: 3 clusters Score -552564.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -552752.312500 Penalty: 2784.686768
	Iteration 8Q: 3 clusters Score -552752.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -552953.125000 Penalty: 2784.686768
	Iteration 9Q: 3 clusters Score -552953.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -553139.937500 Penalty: 2784.686768
	Iteration 10Q: 3 clusters Score -553139.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -553260.812500 Penalty: 2784.686768
	Iteration 11Q: 3 clusters Score -553260.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -553333.750000 Penalty: 2784.686768
	Iteration 12Q: 3 clusters Score -553333.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -553384.937500 Penalty: 2784.686768
	Iteration 13Q: 3 clusters Score -553384.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -553430.750000 Penalty: 2784.686768
	Iteration 14Q: 3 clusters Score -553430.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -553460.125000 Penalty: 2784.686768
	Iteration 15Q: 3 clusters Score -553460.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -553483.000000 Penalty: 2784.686768
	Iteration 16Q: 3 clusters Score -553483 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -553503.562500 Penalty: 2784.686768
	Iteration 17Q: 3 clusters Score -553503.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -553519.375000 Penalty: 2784.686768
	Iteration 18Q: 3 clusters Score -553519.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -553538.437500 Penalty: 2784.686768
	Iteration 19Q: 3 clusters Score -553538.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -553559.187500 Penalty: 2784.686768
	Iteration 20F: 3 clusters Score -553559.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -553572.937500 Penalty: 2784.686768
	Iteration 21Q: 3 clusters Score -553572.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -553585.562500 Penalty: 2784.686768
	Iteration 22Q: 3 clusters Score -553585.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -553593.625000 Penalty: 2784.686768
	Iteration 23Q: 3 clusters Score -553593.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -553599.750000 Penalty: 2784.686768
	Iteration 24Q: 3 clusters Score -553599.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -553604.625000 Penalty: 2784.686768
	Iteration 25Q: 3 clusters Score -553604.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -553607.625000 Penalty: 2784.686768
	Iteration 26Q: 3 clusters Score -553607.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -553608.062500 Penalty: 2784.686768
	Iteration 27Q: 3 clusters Score -553608.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -553613.437500 Penalty: 2784.686768
	Iteration 28Q: 3 clusters Score -553613.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -553617.312500 Penalty: 2784.686768
	Iteration 29Q: 3 clusters Score -553617.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -553619.062500 Penalty: 2784.686768
	Iteration 30Q: 3 clusters Score -553619.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -553620.687500 Penalty: 2784.686768
	Iteration 31Q: 3 clusters Score -553620.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -553619.812500 Penalty: 2784.686768
	Iteration 32Q: 3 clusters Score -553619.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -553621.750000 Penalty: 2784.686768
	Iteration 33Q: 3 clusters Score -553621.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -553622.937500 Penalty: 2784.686768
	Iteration 34Q: 3 clusters Score -553622.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -553623.687500 Penalty: 2784.686768
	Iteration 35Q: 3 clusters Score -553623.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -553624.625000 Penalty: 2784.686768
	Iteration 36Q: 3 clusters Score -553624.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -553625.000000 Penalty: 2784.686768
	Iteration 37Q: 3 clusters Score -553625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -553624.500000 Penalty: 2784.686768
	Iteration 38Q: 3 clusters Score -553624.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -553625.125000 Penalty: 2784.686768
	Iteration 39Q: 3 clusters Score -553625.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -553624.687500 Penalty: 2784.686768
	Iteration 40F: 3 clusters Score -553624.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -553626.125000 Penalty: 2784.686768
	Iteration 41Q: 3 clusters Score -553626.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -553626.625000 Penalty: 2784.686768
	Iteration 42Q: 3 clusters Score -553626.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -553628.625000 Penalty: 2784.686768
	Iteration 43Q: 3 clusters Score -553628.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -553628.375000 Penalty: 2784.686768
	Iteration 44Q: 3 clusters Score -553628.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -553630.062500 Penalty: 2784.686768
	Iteration 45Q: 3 clusters Score -553630.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -553632.437500 Penalty: 2784.686768
	Iteration 46Q: 3 clusters Score -553632.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -553634.937500 Penalty: 2784.686768
	Iteration 47Q: 3 clusters Score -553634.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -553636.250000 Penalty: 2784.686768
	Iteration 48Q: 3 clusters Score -553636.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -553636.625000 Penalty: 2784.686768
	Iteration 49Q: 3 clusters Score -553636.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -553638.000000 Penalty: 2784.686768
	Iteration 50Q: 3 clusters Score -553638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -553639.250000 Penalty: 2784.686768
	Iteration 51Q: 3 clusters Score -553639.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -553639.562500 Penalty: 2784.686768
	Iteration 52Q: 3 clusters Score -553639.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -553639.750000 Penalty: 2784.686768
	Iteration 53Q: 3 clusters Score -553639.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -553639.437500 Penalty: 2784.686768
	Iteration 54Q: 3 clusters Score -553639.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -553639.937500 Penalty: 2784.686768
	Iteration 55Q: 3 clusters Score -553639.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -553640.937500 Penalty: 2784.686768
	Iteration 56Q: 3 clusters Score -553640.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -553643.000000 Penalty: 2784.686768
	Iteration 57Q: 3 clusters Score -553643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -553643.187500 Penalty: 2784.686768
	Iteration 58Q: 3 clusters Score -553643.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -553642.687500 Penalty: 2784.686768
	Iteration 59Q: 3 clusters Score -553642.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -553643.437500 Penalty: 2784.686768
	Iteration 60F: 3 clusters Score -553643.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Entering Unmasked Estep 
Score: -431618.937500 Penalty: 1361.824219
	Iteration 0F: 2 clusters Score -431618.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -428059.875000 Penalty: 2723.648438
	Iteration 0F: 3 clusters Score -428059.9 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -429148.375000 Penalty: 2723.648438
	Iteration 1F: 3 clusters Score -429148.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -429568.250000 Penalty: 2723.648438
	Iteration 2F: 3 clusters Score -429568.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -430167.281250 Penalty: 2723.648438
	Iteration 3F: 3 clusters Score -430167.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -430908.843750 Penalty: 2723.648438
	Iteration 4F: 3 clusters Score -430908.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -431388.218750 Penalty: 2723.648438
	Iteration 5F: 3 clusters Score -431388.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -431601.750000 Penalty: 2723.648438
	Iteration 6F: 3 clusters Score -431601.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -431687.187500 Penalty: 2723.648438
	Iteration 7Q: 3 clusters Score -431687.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -431725.093750 Penalty: 2723.648438
	Iteration 8Q: 3 clusters Score -431725.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -431750.312500 Penalty: 2723.648438
	Iteration 9Q: 3 clusters Score -431750.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -431761.687500 Penalty: 2723.648438
	Iteration 10Q: 3 clusters Score -431761.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -431768.375000 Penalty: 2723.648438
	Iteration 11Q: 3 clusters Score -431768.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -431773.875000 Penalty: 2723.648438
	Iteration 12Q: 3 clusters Score -431773.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -431778.031250 Penalty: 2723.648438
	Iteration 13Q: 3 clusters Score -431778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -431780.562500 Penalty: 2723.648438
	Iteration 14Q: 3 clusters Score -431780.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -431783.625000 Penalty: 2723.648438
	Iteration 15Q: 3 clusters Score -431783.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -431785.781250 Penalty: 2723.648438
	Iteration 16Q: 3 clusters Score -431785.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -431786.593750 Penalty: 2723.648438
	Iteration 17Q: 3 clusters Score -431786.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -431787.000000 Penalty: 2723.648438
	Iteration 18Q: 3 clusters Score -431787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -431787.468750 Penalty: 2723.648438
	Iteration 19Q: 3 clusters Score -431787.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -431787.468750 Penalty: 2723.648438
	Iteration 20F: 3 clusters Score -431787.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 16118 members 
Mstep: Class 3 contains 8540 members 
Mstep: Class 4 contains 10620 members 
Mstep: Class 5 contains 30615 members 
Mstep: Class 6 contains 130824 members 
Mstep: Class 7 contains 4483 members 
Mstep: Class 8 contains 14391 members 
Mstep: Class 9 contains 7683 members 
Mstep: Class 10 contains 40914 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 10032 members 
Mstep: Class 14 contains 20003 members 
Mstep: Class 15 contains 5262 members 
Mstep: Class 16 contains 3114 members 
Mstep: Class 17 contains 174216 members 
Mstep: Class 18 contains 10849 members 
Mstep: Class 19 contains 4425 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 24691 members 
Mstep: Class 22 contains 5786 members 
Mstep: Class 23 contains 12646 members 
Mstep: Class 24 contains 18019 members 
Mstep: Class 25 contains 4523 members 
Mstep: Class 26 contains 252 members 
Mstep: Class 27 contains 11243 members 
Mstep: Class 28 contains 327 members 
Mstep: Class 29 contains 2121 members 
Mstep: Class 30 contains 25385 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 1247 members 
Entering Unmasked Estep 
Score: -65951544.000000 Penalty: 69531.039062
Splitting cluster 16 changes total score from -65951532.000000 to -65951544.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (174216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174216 members 
Entering Unmasked Estep 
Score: -18700856.000000 Penalty: 1961.058350
	Iteration 0F: 2 clusters Score -1.870086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87276 members 
Mstep: Class 2 contains 86940 members 
Entering Unmasked Estep 
Score: -18591562.000000 Penalty: 3922.116699
	Iteration 0F: 3 clusters Score -1.859156e+07 nChanged 84077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90867 members 
Mstep: Class 2 contains 83349 members 
Entering Unmasked Estep 
Score: -18641776.000000 Penalty: 3922.116699
	Iteration 1F: 3 clusters Score -1.864178e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93041 members 
Mstep: Class 2 contains 81175 members 
Entering Unmasked Estep 
Score: -18643678.000000 Penalty: 3922.116699
	Iteration 2Q: 3 clusters Score -1.864368e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96176 members 
Mstep: Class 2 contains 78040 members 
Entering Unmasked Estep 
Score: -18645860.000000 Penalty: 3922.116699
	Iteration 3Q: 3 clusters Score -1.864586e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100719 members 
Mstep: Class 2 contains 73497 members 
Entering Unmasked Estep 
Score: -18649060.000000 Penalty: 3922.116699
	Iteration 4Q: 3 clusters Score -1.864906e+07 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107071 members 
Mstep: Class 2 contains 67145 members 
Entering Unmasked Estep 
Score: -18653852.000000 Penalty: 3922.116699
	Iteration 5Q: 3 clusters Score -1.865385e+07 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115203 members 
Mstep: Class 2 contains 59013 members 
Entering Unmasked Estep 
Score: -18660472.000000 Penalty: 3922.116699
	Iteration 6F: 3 clusters Score -1.866047e+07 nChanged 10882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124567 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -18668646.000000 Penalty: 3922.116699
	Iteration 7F: 3 clusters Score -1.866865e+07 nChanged 10581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133680 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -18677274.000000 Penalty: 3922.116699
	Iteration 8F: 3 clusters Score -1.867727e+07 nChanged 9114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141260 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -18684732.000000 Penalty: 3922.116699
	Iteration 9F: 3 clusters Score -1.868473e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146953 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -18689736.000000 Penalty: 3922.116699
	Iteration 10Q: 3 clusters Score -1.868974e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151203 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -18692844.000000 Penalty: 3922.116699
	Iteration 11Q: 3 clusters Score -1.869284e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154879 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -18694862.000000 Penalty: 3922.116699
	Iteration 12Q: 3 clusters Score -1.869486e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158125 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -18696292.000000 Penalty: 3922.116699
	Iteration 13Q: 3 clusters Score -1.869629e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161018 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -18697134.000000 Penalty: 3922.116699
	Iteration 14Q: 3 clusters Score -1.869713e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163539 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -18697786.000000 Penalty: 3922.116699
	Iteration 15Q: 3 clusters Score -1.869779e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165671 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -18698414.000000 Penalty: 3922.116699
	Iteration 16Q: 3 clusters Score -1.869841e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167480 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -18698856.000000 Penalty: 3922.116699
	Iteration 17Q: 3 clusters Score -1.869886e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168938 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -18698996.000000 Penalty: 3922.116699
	Iteration 18Q: 3 clusters Score -1.8699e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170054 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -18699066.000000 Penalty: 3922.116699
	Iteration 19Q: 3 clusters Score -1.869907e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170971 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -18699160.000000 Penalty: 3922.116699
	Iteration 20F: 3 clusters Score -1.869916e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171673 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -18699290.000000 Penalty: 3922.116699
	Iteration 21Q: 3 clusters Score -1.869929e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172211 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -18699354.000000 Penalty: 3922.116699
	Iteration 22Q: 3 clusters Score -1.869935e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172597 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -18699362.000000 Penalty: 3922.116699
	Iteration 23Q: 3 clusters Score -1.869936e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172844 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -18699338.000000 Penalty: 3922.116699
	Iteration 24Q: 3 clusters Score -1.869934e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173013 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -18699332.000000 Penalty: 3922.116699
	Iteration 25Q: 3 clusters Score -1.869933e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173140 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -18699324.000000 Penalty: 3922.116699
	Iteration 26Q: 3 clusters Score -1.869932e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173223 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -18699350.000000 Penalty: 3922.116699
	Iteration 27Q: 3 clusters Score -1.869935e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173295 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -18699330.000000 Penalty: 3922.116699
	Iteration 28Q: 3 clusters Score -1.869933e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173351 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -18699332.000000 Penalty: 3922.116699
	Iteration 29Q: 3 clusters Score -1.869933e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173386 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -18699340.000000 Penalty: 3922.116699
	Iteration 30Q: 3 clusters Score -1.869934e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173433 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -18699332.000000 Penalty: 3922.116699
	Iteration 31Q: 3 clusters Score -1.869933e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173466 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -18699334.000000 Penalty: 3922.116699
	Iteration 32Q: 3 clusters Score -1.869933e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173494 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -18699338.000000 Penalty: 3922.116699
	Iteration 33Q: 3 clusters Score -1.869934e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173522 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -18699386.000000 Penalty: 3922.116699
	Iteration 34Q: 3 clusters Score -1.869939e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173546 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -18699376.000000 Penalty: 3922.116699
	Iteration 35Q: 3 clusters Score -1.869938e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173565 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -18699378.000000 Penalty: 3922.116699
	Iteration 36Q: 3 clusters Score -1.869938e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173580 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -18699378.000000 Penalty: 3922.116699
	Iteration 37Q: 3 clusters Score -1.869938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173589 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -18699396.000000 Penalty: 3922.116699
	Iteration 38Q: 3 clusters Score -1.86994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173597 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -18699392.000000 Penalty: 3922.116699
	Iteration 39Q: 3 clusters Score -1.869939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173600 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -18699404.000000 Penalty: 3922.116699
	Iteration 40F: 3 clusters Score -1.86994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173601 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -18699402.000000 Penalty: 3922.116699
	Iteration 41Q: 3 clusters Score -1.86994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173605 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -18699400.000000 Penalty: 3922.116699
	Iteration 42Q: 3 clusters Score -1.86994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173610 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -18699402.000000 Penalty: 3922.116699
	Iteration 43Q: 3 clusters Score -1.86994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173617 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -18699402.000000 Penalty: 3922.116699
	Iteration 44Q: 3 clusters Score -1.86994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173622 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -18699392.000000 Penalty: 3922.116699
	Iteration 45Q: 3 clusters Score -1.869939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173622 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -18699390.000000 Penalty: 3922.116699
	Iteration 46Q: 3 clusters Score -1.869939e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173622 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -18699390.000000 Penalty: 3922.116699
	Iteration 47F: 3 clusters Score -1.869939e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Entering Unmasked Estep 
Score: -1113084.625000 Penalty: 1509.922119
	Iteration 0F: 2 clusters Score -1113085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1105417.375000 Penalty: 3019.844238
	Iteration 0F: 3 clusters Score -1105417 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1107976.125000 Penalty: 3019.844238
	Iteration 1F: 3 clusters Score -1107976 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1108264.375000 Penalty: 3019.844238
	Iteration 2F: 3 clusters Score -1108264 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1108499.375000 Penalty: 3019.844238
	Iteration 3F: 3 clusters Score -1108499 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1108705.250000 Penalty: 3019.844238
	Iteration 4Q: 3 clusters Score -1108705 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1108900.250000 Penalty: 3019.844238
	Iteration 5Q: 3 clusters Score -1108900 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1109100.250000 Penalty: 3019.844238
	Iteration 6Q: 3 clusters Score -1109100 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1109313.500000 Penalty: 3019.844238
	Iteration 7Q: 3 clusters Score -1109314 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1109556.000000 Penalty: 3019.844238
	Iteration 8Q: 3 clusters Score -1109556 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1109839.000000 Penalty: 3019.844238
	Iteration 9Q: 3 clusters Score -1109839 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1110145.000000 Penalty: 3019.844238
	Iteration 10Q: 3 clusters Score -1110145 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1110484.000000 Penalty: 3019.844238
	Iteration 11Q: 3 clusters Score -1110484 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1110815.375000 Penalty: 3019.844238
	Iteration 12Q: 3 clusters Score -1110815 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1111084.750000 Penalty: 3019.844238
	Iteration 13Q: 3 clusters Score -1111085 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1111284.250000 Penalty: 3019.844238
	Iteration 14Q: 3 clusters Score -1111284 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1111461.750000 Penalty: 3019.844238
	Iteration 15Q: 3 clusters Score -1111462 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1111613.125000 Penalty: 3019.844238
	Iteration 16Q: 3 clusters Score -1111613 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1111738.125000 Penalty: 3019.844238
	Iteration 17Q: 3 clusters Score -1111738 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1111843.375000 Penalty: 3019.844238
	Iteration 18Q: 3 clusters Score -1111843 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1111922.750000 Penalty: 3019.844238
	Iteration 19Q: 3 clusters Score -1111923 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1111993.375000 Penalty: 3019.844238
	Iteration 20F: 3 clusters Score -1111993 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1112039.625000 Penalty: 3019.844238
	Iteration 21Q: 3 clusters Score -1112040 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1112078.875000 Penalty: 3019.844238
	Iteration 22Q: 3 clusters Score -1112079 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1112101.500000 Penalty: 3019.844238
	Iteration 23Q: 3 clusters Score -1112102 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1112110.750000 Penalty: 3019.844238
	Iteration 24Q: 3 clusters Score -1112111 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1112120.125000 Penalty: 3019.844238
	Iteration 25Q: 3 clusters Score -1112120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1112126.500000 Penalty: 3019.844238
	Iteration 26Q: 3 clusters Score -1112126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1112133.750000 Penalty: 3019.844238
	Iteration 27Q: 3 clusters Score -1112134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1112141.500000 Penalty: 3019.844238
	Iteration 28Q: 3 clusters Score -1112142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1112147.125000 Penalty: 3019.844238
	Iteration 29Q: 3 clusters Score -1112147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1112151.125000 Penalty: 3019.844238
	Iteration 30Q: 3 clusters Score -1112151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1112152.000000 Penalty: 3019.844238
	Iteration 31Q: 3 clusters Score -1112152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1112154.750000 Penalty: 3019.844238
	Iteration 32Q: 3 clusters Score -1112155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1112157.750000 Penalty: 3019.844238
	Iteration 33Q: 3 clusters Score -1112158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1112166.625000 Penalty: 3019.844238
	Iteration 34Q: 3 clusters Score -1112167 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1112172.625000 Penalty: 3019.844238
	Iteration 35Q: 3 clusters Score -1112173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1112171.250000 Penalty: 3019.844238
	Iteration 36Q: 3 clusters Score -1112171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1112176.500000 Penalty: 3019.844238
	Iteration 37Q: 3 clusters Score -1112176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1112181.625000 Penalty: 3019.844238
	Iteration 38Q: 3 clusters Score -1112182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1112188.625000 Penalty: 3019.844238
	Iteration 39Q: 3 clusters Score -1112189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1112191.250000 Penalty: 3019.844238
	Iteration 40F: 3 clusters Score -1112191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1112195.875000 Penalty: 3019.844238
	Iteration 41Q: 3 clusters Score -1112196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1112197.000000 Penalty: 3019.844238
	Iteration 42Q: 3 clusters Score -1112197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1112198.250000 Penalty: 3019.844238
	Iteration 43Q: 3 clusters Score -1112198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1112199.750000 Penalty: 3019.844238
	Iteration 44Q: 3 clusters Score -1112200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1112198.000000 Penalty: 3019.844238
	Iteration 45Q: 3 clusters Score -1112198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1112201.250000 Penalty: 3019.844238
	Iteration 46Q: 3 clusters Score -1112201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1112199.625000 Penalty: 3019.844238
	Iteration 47Q: 3 clusters Score -1112200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1112200.000000 Penalty: 3019.844238
	Iteration 48Q: 3 clusters Score -1112200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1112201.500000 Penalty: 3019.844238
	Iteration 49Q: 3 clusters Score -1112202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1112201.250000 Penalty: 3019.844238
	Iteration 50Q: 3 clusters Score -1112201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1112201.250000 Penalty: 3019.844238
	Iteration 51F: 3 clusters Score -1112201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Entering Unmasked Estep 
Score: -398311.312500 Penalty: 1364.191650
	Iteration 0F: 2 clusters Score -398311.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -394862.687500 Penalty: 2728.383301
	Iteration 0F: 3 clusters Score -394862.7 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -396322.031250 Penalty: 2728.383301
	Iteration 1F: 3 clusters Score -396322 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -396747.531250 Penalty: 2728.383301
	Iteration 2F: 3 clusters Score -396747.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -397101.437500 Penalty: 2728.383301
	Iteration 3F: 3 clusters Score -397101.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -397461.031250 Penalty: 2728.383301
	Iteration 4F: 3 clusters Score -397461 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -397693.031250 Penalty: 2728.383301
	Iteration 5F: 3 clusters Score -397693 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -397851.156250 Penalty: 2728.383301
	Iteration 6Q: 3 clusters Score -397851.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -397957.500000 Penalty: 2728.383301
	Iteration 7Q: 3 clusters Score -397957.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -398029.531250 Penalty: 2728.383301
	Iteration 8Q: 3 clusters Score -398029.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -398077.406250 Penalty: 2728.383301
	Iteration 9Q: 3 clusters Score -398077.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -398110.343750 Penalty: 2728.383301
	Iteration 10Q: 3 clusters Score -398110.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -398140.687500 Penalty: 2728.383301
	Iteration 11Q: 3 clusters Score -398140.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -398171.375000 Penalty: 2728.383301
	Iteration 12Q: 3 clusters Score -398171.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -398191.625000 Penalty: 2728.383301
	Iteration 13Q: 3 clusters Score -398191.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -398202.718750 Penalty: 2728.383301
	Iteration 14Q: 3 clusters Score -398202.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -398211.343750 Penalty: 2728.383301
	Iteration 15Q: 3 clusters Score -398211.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -398215.656250 Penalty: 2728.383301
	Iteration 16Q: 3 clusters Score -398215.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -398218.875000 Penalty: 2728.383301
	Iteration 17Q: 3 clusters Score -398218.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -398219.843750 Penalty: 2728.383301
	Iteration 18Q: 3 clusters Score -398219.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -398221.031250 Penalty: 2728.383301
	Iteration 19Q: 3 clusters Score -398221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -398222.343750 Penalty: 2728.383301
	Iteration 20F: 3 clusters Score -398222.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -398223.781250 Penalty: 2728.383301
	Iteration 21Q: 3 clusters Score -398223.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -398225.468750 Penalty: 2728.383301
	Iteration 22Q: 3 clusters Score -398225.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -398227.062500 Penalty: 2728.383301
	Iteration 23Q: 3 clusters Score -398227.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -398227.593750 Penalty: 2728.383301
	Iteration 24Q: 3 clusters Score -398227.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -398230.031250 Penalty: 2728.383301
	Iteration 25Q: 3 clusters Score -398230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -398232.062500 Penalty: 2728.383301
	Iteration 26Q: 3 clusters Score -398232.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -398235.468750 Penalty: 2728.383301
	Iteration 27Q: 3 clusters Score -398235.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -398238.656250 Penalty: 2728.383301
	Iteration 28Q: 3 clusters Score -398238.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -398242.156250 Penalty: 2728.383301
	Iteration 29Q: 3 clusters Score -398242.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -398245.687500 Penalty: 2728.383301
	Iteration 30Q: 3 clusters Score -398245.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -398251.406250 Penalty: 2728.383301
	Iteration 31Q: 3 clusters Score -398251.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -398259.750000 Penalty: 2728.383301
	Iteration 32Q: 3 clusters Score -398259.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -398264.218750 Penalty: 2728.383301
	Iteration 33Q: 3 clusters Score -398264.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -398268.375000 Penalty: 2728.383301
	Iteration 34Q: 3 clusters Score -398268.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -398273.781250 Penalty: 2728.383301
	Iteration 35Q: 3 clusters Score -398273.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -398276.281250 Penalty: 2728.383301
	Iteration 36Q: 3 clusters Score -398276.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -398277.625000 Penalty: 2728.383301
	Iteration 37Q: 3 clusters Score -398277.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -398278.906250 Penalty: 2728.383301
	Iteration 38Q: 3 clusters Score -398278.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -398278.906250 Penalty: 2728.383301
	Iteration 39Q: 3 clusters Score -398278.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -398279.406250 Penalty: 2728.383301
	Iteration 40F: 3 clusters Score -398279.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -398280.375000 Penalty: 2728.383301
	Iteration 41Q: 3 clusters Score -398280.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -398280.281250 Penalty: 2728.383301
	Iteration 42Q: 3 clusters Score -398280.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -398280.281250 Penalty: 2728.383301
	Iteration 43F: 3 clusters Score -398280.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Entering Unmasked Estep 
Score: -83042.570312 Penalty: 1088.868774
	Iteration 0F: 2 clusters Score -83042.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -81750.984375 Penalty: 2177.737549
	Iteration 0F: 3 clusters Score -81750.98 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -81969.296875 Penalty: 2177.737549
	Iteration 1F: 3 clusters Score -81969.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -82010.968750 Penalty: 2177.737549
	Iteration 2F: 3 clusters Score -82010.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -82036.054688 Penalty: 2177.737549
	Iteration 3Q: 3 clusters Score -82036.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -82050.250000 Penalty: 2177.737549
	Iteration 4Q: 3 clusters Score -82050.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -82056.507812 Penalty: 2177.737549
	Iteration 5Q: 3 clusters Score -82056.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82058.757812 Penalty: 2177.737549
	Iteration 6Q: 3 clusters Score -82058.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -82060.585938 Penalty: 2177.737549
	Iteration 7Q: 3 clusters Score -82060.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82065.585938 Penalty: 2177.737549
	Iteration 8Q: 3 clusters Score -82065.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82071.015625 Penalty: 2177.737549
	Iteration 9Q: 3 clusters Score -82071.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82074.710938 Penalty: 2177.737549
	Iteration 10Q: 3 clusters Score -82074.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82077.023438 Penalty: 2177.737549
	Iteration 11Q: 3 clusters Score -82077.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82078.265625 Penalty: 2177.737549
	Iteration 12Q: 3 clusters Score -82078.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -82081.320312 Penalty: 2177.737549
	Iteration 13Q: 3 clusters Score -82081.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82083.820312 Penalty: 2177.737549
	Iteration 14Q: 3 clusters Score -82083.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -82085.406250 Penalty: 2177.737549
	Iteration 15Q: 3 clusters Score -82085.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -82090.265625 Penalty: 2177.737549
	Iteration 16Q: 3 clusters Score -82090.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -82094.539062 Penalty: 2177.737549
	Iteration 17Q: 3 clusters Score -82094.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -82100.195312 Penalty: 2177.737549
	Iteration 18Q: 3 clusters Score -82100.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82106.828125 Penalty: 2177.737549
	Iteration 19Q: 3 clusters Score -82106.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82111.335938 Penalty: 2177.737549
	Iteration 20F: 3 clusters Score -82111.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82112.820312 Penalty: 2177.737549
	Iteration 21Q: 3 clusters Score -82112.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82112.820312 Penalty: 2177.737549
	Iteration 22F: 3 clusters Score -82112.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Entering Unmasked Estep 
Score: -2622710.250000 Penalty: 1643.556519
	Iteration 0F: 2 clusters Score -2622710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2605965.750000 Penalty: 3287.113037
	Iteration 0F: 3 clusters Score -2605966 nChanged 11283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2612238.000000 Penalty: 3287.113037
	Iteration 1F: 3 clusters Score -2612238 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2612698.000000 Penalty: 3287.113037
	Iteration 2Q: 3 clusters Score -2612698 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2613116.500000 Penalty: 3287.113037
	Iteration 3Q: 3 clusters Score -2613116 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2613531.500000 Penalty: 3287.113037
	Iteration 4Q: 3 clusters Score -2613532 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2614001.250000 Penalty: 3287.113037
	Iteration 5Q: 3 clusters Score -2614001 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2614571.250000 Penalty: 3287.113037
	Iteration 6Q: 3 clusters Score -2614571 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2615244.250000 Penalty: 3287.113037
	Iteration 7Q: 3 clusters Score -2615244 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2616022.000000 Penalty: 3287.113037
	Iteration 8Q: 3 clusters Score -2616022 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2616747.750000 Penalty: 3287.113037
	Iteration 9Q: 3 clusters Score -2616748 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2617249.750000 Penalty: 3287.113037
	Iteration 10Q: 3 clusters Score -2617250 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2617511.500000 Penalty: 3287.113037
	Iteration 11Q: 3 clusters Score -2617512 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2617603.000000 Penalty: 3287.113037
	Iteration 12Q: 3 clusters Score -2617603 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2617716.000000 Penalty: 3287.113037
	Iteration 13Q: 3 clusters Score -2617716 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2617798.250000 Penalty: 3287.113037
	Iteration 14Q: 3 clusters Score -2617798 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2617902.500000 Penalty: 3287.113037
	Iteration 15Q: 3 clusters Score -2617902 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2618008.750000 Penalty: 3287.113037
	Iteration 16Q: 3 clusters Score -2618009 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2618098.000000 Penalty: 3287.113037
	Iteration 17Q: 3 clusters Score -2618098 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2618216.500000 Penalty: 3287.113037
	Iteration 18Q: 3 clusters Score -2618216 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2618325.000000 Penalty: 3287.113037
	Iteration 19Q: 3 clusters Score -2618325 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2618455.750000 Penalty: 3287.113037
	Iteration 20F: 3 clusters Score -2618456 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2618618.750000 Penalty: 3287.113037
	Iteration 21Q: 3 clusters Score -2618619 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2618783.750000 Penalty: 3287.113037
	Iteration 22Q: 3 clusters Score -2618784 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2618987.250000 Penalty: 3287.113037
	Iteration 23Q: 3 clusters Score -2618987 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -2619216.500000 Penalty: 3287.113037
	Iteration 24Q: 3 clusters Score -2619216 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -2619465.000000 Penalty: 3287.113037
	Iteration 25Q: 3 clusters Score -2619465 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -2619721.500000 Penalty: 3287.113037
	Iteration 26Q: 3 clusters Score -2619722 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -2620025.500000 Penalty: 3287.113037
	Iteration 27Q: 3 clusters Score -2620026 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -2620339.000000 Penalty: 3287.113037
	Iteration 28Q: 3 clusters Score -2620339 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -2620655.750000 Penalty: 3287.113037
	Iteration 29Q: 3 clusters Score -2620656 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -2620926.500000 Penalty: 3287.113037
	Iteration 30Q: 3 clusters Score -2620926 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -2621199.250000 Penalty: 3287.113037
	Iteration 31Q: 3 clusters Score -2621199 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -2621432.000000 Penalty: 3287.113037
	Iteration 32Q: 3 clusters Score -2621432 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -2621612.000000 Penalty: 3287.113037
	Iteration 33Q: 3 clusters Score -2621612 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -2621739.000000 Penalty: 3287.113037
	Iteration 34Q: 3 clusters Score -2621739 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -2621803.500000 Penalty: 3287.113037
	Iteration 35Q: 3 clusters Score -2621804 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -2621838.750000 Penalty: 3287.113037
	Iteration 36Q: 3 clusters Score -2621839 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -2621852.500000 Penalty: 3287.113037
	Iteration 37Q: 3 clusters Score -2621852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -2621869.500000 Penalty: 3287.113037
	Iteration 38Q: 3 clusters Score -2621870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -2621882.500000 Penalty: 3287.113037
	Iteration 39Q: 3 clusters Score -2621882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -2621905.500000 Penalty: 3287.113037
	Iteration 40F: 3 clusters Score -2621906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -2621913.000000 Penalty: 3287.113037
	Iteration 41Q: 3 clusters Score -2621913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -2621921.500000 Penalty: 3287.113037
	Iteration 42Q: 3 clusters Score -2621922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -2621923.500000 Penalty: 3287.113037
	Iteration 43Q: 3 clusters Score -2621924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -2621930.750000 Penalty: 3287.113037
	Iteration 44Q: 3 clusters Score -2621931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -2621933.000000 Penalty: 3287.113037
	Iteration 45Q: 3 clusters Score -2621933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -2621934.250000 Penalty: 3287.113037
	Iteration 46Q: 3 clusters Score -2621934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -2621933.750000 Penalty: 3287.113037
	Iteration 47Q: 3 clusters Score -2621934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -2621934.250000 Penalty: 3287.113037
	Iteration 48Q: 3 clusters Score -2621934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -2621934.250000 Penalty: 3287.113037
	Iteration 49F: 3 clusters Score -2621934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Entering Unmasked Estep 
Score: -605102.125000 Penalty: 1407.769409
	Iteration 0F: 2 clusters Score -605102.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -600613.187500 Penalty: 2815.538818
	Iteration 0F: 3 clusters Score -600613.2 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -601957.000000 Penalty: 2815.538818
	Iteration 1F: 3 clusters Score -601957 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -602194.937500 Penalty: 2815.538818
	Iteration 2F: 3 clusters Score -602194.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -602396.625000 Penalty: 2815.538818
	Iteration 3F: 3 clusters Score -602396.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -602564.750000 Penalty: 2815.538818
	Iteration 4F: 3 clusters Score -602564.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -602753.437500 Penalty: 2815.538818
	Iteration 5F: 3 clusters Score -602753.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -602912.437500 Penalty: 2815.538818
	Iteration 6Q: 3 clusters Score -602912.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -603098.687500 Penalty: 2815.538818
	Iteration 7Q: 3 clusters Score -603098.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -603327.437500 Penalty: 2815.538818
	Iteration 8Q: 3 clusters Score -603327.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -603574.312500 Penalty: 2815.538818
	Iteration 9F: 3 clusters Score -603574.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -603778.375000 Penalty: 2815.538818
	Iteration 10Q: 3 clusters Score -603778.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -603942.562500 Penalty: 2815.538818
	Iteration 11Q: 3 clusters Score -603942.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -604062.062500 Penalty: 2815.538818
	Iteration 12Q: 3 clusters Score -604062.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -604153.000000 Penalty: 2815.538818
	Iteration 13Q: 3 clusters Score -604153 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -604216.875000 Penalty: 2815.538818
	Iteration 14Q: 3 clusters Score -604216.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -604264.750000 Penalty: 2815.538818
	Iteration 15Q: 3 clusters Score -604264.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -604301.625000 Penalty: 2815.538818
	Iteration 16Q: 3 clusters Score -604301.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -604338.312500 Penalty: 2815.538818
	Iteration 17Q: 3 clusters Score -604338.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -604359.250000 Penalty: 2815.538818
	Iteration 18Q: 3 clusters Score -604359.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -604374.437500 Penalty: 2815.538818
	Iteration 19Q: 3 clusters Score -604374.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -604384.187500 Penalty: 2815.538818
	Iteration 20F: 3 clusters Score -604384.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -604397.187500 Penalty: 2815.538818
	Iteration 21Q: 3 clusters Score -604397.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -604404.750000 Penalty: 2815.538818
	Iteration 22Q: 3 clusters Score -604404.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -604409.437500 Penalty: 2815.538818
	Iteration 23Q: 3 clusters Score -604409.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -604414.625000 Penalty: 2815.538818
	Iteration 24Q: 3 clusters Score -604414.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -604420.500000 Penalty: 2815.538818
	Iteration 25Q: 3 clusters Score -604420.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -604426.812500 Penalty: 2815.538818
	Iteration 26Q: 3 clusters Score -604426.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -604436.250000 Penalty: 2815.538818
	Iteration 27Q: 3 clusters Score -604436.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -604443.812500 Penalty: 2815.538818
	Iteration 28Q: 3 clusters Score -604443.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -604450.562500 Penalty: 2815.538818
	Iteration 29Q: 3 clusters Score -604450.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -604459.812500 Penalty: 2815.538818
	Iteration 30Q: 3 clusters Score -604459.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -604461.937500 Penalty: 2815.538818
	Iteration 31Q: 3 clusters Score -604461.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -604466.250000 Penalty: 2815.538818
	Iteration 32Q: 3 clusters Score -604466.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -604471.812500 Penalty: 2815.538818
	Iteration 33Q: 3 clusters Score -604471.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -604476.125000 Penalty: 2815.538818
	Iteration 34Q: 3 clusters Score -604476.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -604481.500000 Penalty: 2815.538818
	Iteration 35Q: 3 clusters Score -604481.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -604485.750000 Penalty: 2815.538818
	Iteration 36Q: 3 clusters Score -604485.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -604491.937500 Penalty: 2815.538818
	Iteration 37Q: 3 clusters Score -604491.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -604497.062500 Penalty: 2815.538818
	Iteration 38Q: 3 clusters Score -604497.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -604498.125000 Penalty: 2815.538818
	Iteration 39Q: 3 clusters Score -604498.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -604498.500000 Penalty: 2815.538818
	Iteration 40F: 3 clusters Score -604498.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -604501.500000 Penalty: 2815.538818
	Iteration 41Q: 3 clusters Score -604501.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -604504.250000 Penalty: 2815.538818
	Iteration 42Q: 3 clusters Score -604504.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -604506.250000 Penalty: 2815.538818
	Iteration 43Q: 3 clusters Score -604506.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -604507.812500 Penalty: 2815.538818
	Iteration 44Q: 3 clusters Score -604507.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -604510.625000 Penalty: 2815.538818
	Iteration 45Q: 3 clusters Score -604510.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -604510.000000 Penalty: 2815.538818
	Iteration 46Q: 3 clusters Score -604510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -604510.125000 Penalty: 2815.538818
	Iteration 47Q: 3 clusters Score -604510.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -604510.687500 Penalty: 2815.538818
	Iteration 48Q: 3 clusters Score -604510.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -604510.687500 Penalty: 2815.538818
	Iteration 49F: 3 clusters Score -604510.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Entering Unmasked Estep 
Score: -1336039.250000 Penalty: 1534.828125
	Iteration 0F: 2 clusters Score -1336039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1327195.875000 Penalty: 3069.656250
	Iteration 0F: 3 clusters Score -1327196 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1330111.000000 Penalty: 3069.656250
	Iteration 1F: 3 clusters Score -1330111 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1330386.250000 Penalty: 3069.656250
	Iteration 2F: 3 clusters Score -1330386 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1330605.750000 Penalty: 3069.656250
	Iteration 3Q: 3 clusters Score -1330606 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1330776.375000 Penalty: 3069.656250
	Iteration 4Q: 3 clusters Score -1330776 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1330942.375000 Penalty: 3069.656250
	Iteration 5Q: 3 clusters Score -1330942 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1331108.250000 Penalty: 3069.656250
	Iteration 6Q: 3 clusters Score -1331108 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1331294.750000 Penalty: 3069.656250
	Iteration 7Q: 3 clusters Score -1331295 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1331472.375000 Penalty: 3069.656250
	Iteration 8Q: 3 clusters Score -1331472 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1331645.625000 Penalty: 3069.656250
	Iteration 9Q: 3 clusters Score -1331646 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1331849.375000 Penalty: 3069.656250
	Iteration 10Q: 3 clusters Score -1331849 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1332086.375000 Penalty: 3069.656250
	Iteration 11Q: 3 clusters Score -1332086 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1332381.250000 Penalty: 3069.656250
	Iteration 12Q: 3 clusters Score -1332381 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1332694.875000 Penalty: 3069.656250
	Iteration 13Q: 3 clusters Score -1332695 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1333039.000000 Penalty: 3069.656250
	Iteration 14Q: 3 clusters Score -1333039 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1333405.250000 Penalty: 3069.656250
	Iteration 15Q: 3 clusters Score -1333405 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1333702.750000 Penalty: 3069.656250
	Iteration 16Q: 3 clusters Score -1333703 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1333961.625000 Penalty: 3069.656250
	Iteration 17Q: 3 clusters Score -1333962 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1334164.000000 Penalty: 3069.656250
	Iteration 18Q: 3 clusters Score -1334164 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1334325.750000 Penalty: 3069.656250
	Iteration 19Q: 3 clusters Score -1334326 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1334452.500000 Penalty: 3069.656250
	Iteration 20F: 3 clusters Score -1334452 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1334548.625000 Penalty: 3069.656250
	Iteration 21Q: 3 clusters Score -1334549 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1334628.625000 Penalty: 3069.656250
	Iteration 22Q: 3 clusters Score -1334629 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1334699.125000 Penalty: 3069.656250
	Iteration 23Q: 3 clusters Score -1334699 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1334746.125000 Penalty: 3069.656250
	Iteration 24Q: 3 clusters Score -1334746 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1334775.500000 Penalty: 3069.656250
	Iteration 25Q: 3 clusters Score -1334776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1334798.625000 Penalty: 3069.656250
	Iteration 26Q: 3 clusters Score -1334799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1334811.750000 Penalty: 3069.656250
	Iteration 27Q: 3 clusters Score -1334812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1334824.500000 Penalty: 3069.656250
	Iteration 28Q: 3 clusters Score -1334824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1334830.875000 Penalty: 3069.656250
	Iteration 29Q: 3 clusters Score -1334831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1334837.000000 Penalty: 3069.656250
	Iteration 30Q: 3 clusters Score -1334837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1334839.125000 Penalty: 3069.656250
	Iteration 31Q: 3 clusters Score -1334839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1334841.625000 Penalty: 3069.656250
	Iteration 32Q: 3 clusters Score -1334842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1334845.375000 Penalty: 3069.656250
	Iteration 33Q: 3 clusters Score -1334845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1334849.500000 Penalty: 3069.656250
	Iteration 34Q: 3 clusters Score -1334850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1334853.875000 Penalty: 3069.656250
	Iteration 35Q: 3 clusters Score -1334854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1334855.250000 Penalty: 3069.656250
	Iteration 36Q: 3 clusters Score -1334855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1334856.625000 Penalty: 3069.656250
	Iteration 37Q: 3 clusters Score -1334857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1334856.625000 Penalty: 3069.656250
	Iteration 38F: 3 clusters Score -1334857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Entering Unmasked Estep 
Score: -1914156.000000 Penalty: 1592.367065
	Iteration 0F: 2 clusters Score -1914156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1901792.750000 Penalty: 3184.734131
	Iteration 0F: 3 clusters Score -1901793 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1906170.625000 Penalty: 3184.734131
	Iteration 1F: 3 clusters Score -1906171 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1906471.000000 Penalty: 3184.734131
	Iteration 2F: 3 clusters Score -1906471 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1906745.750000 Penalty: 3184.734131
	Iteration 3Q: 3 clusters Score -1906746 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1907029.375000 Penalty: 3184.734131
	Iteration 4Q: 3 clusters Score -1907029 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1907386.375000 Penalty: 3184.734131
	Iteration 5Q: 3 clusters Score -1907386 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1907893.250000 Penalty: 3184.734131
	Iteration 6F: 3 clusters Score -1907893 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1908585.375000 Penalty: 3184.734131
	Iteration 7F: 3 clusters Score -1908585 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1909402.875000 Penalty: 3184.734131
	Iteration 8F: 3 clusters Score -1909403 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1910351.625000 Penalty: 3184.734131
	Iteration 9F: 3 clusters Score -1910352 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1911275.250000 Penalty: 3184.734131
	Iteration 10F: 3 clusters Score -1911275 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1911966.125000 Penalty: 3184.734131
	Iteration 11Q: 3 clusters Score -1911966 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1912351.875000 Penalty: 3184.734131
	Iteration 12Q: 3 clusters Score -1912352 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1912545.250000 Penalty: 3184.734131
	Iteration 13Q: 3 clusters Score -1912545 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1912656.625000 Penalty: 3184.734131
	Iteration 14Q: 3 clusters Score -1912657 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1912704.750000 Penalty: 3184.734131
	Iteration 15Q: 3 clusters Score -1912705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1912725.625000 Penalty: 3184.734131
	Iteration 16Q: 3 clusters Score -1912726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1912737.250000 Penalty: 3184.734131
	Iteration 17Q: 3 clusters Score -1912737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1912743.125000 Penalty: 3184.734131
	Iteration 18Q: 3 clusters Score -1912743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1912750.875000 Penalty: 3184.734131
	Iteration 19Q: 3 clusters Score -1912751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1912760.500000 Penalty: 3184.734131
	Iteration 20F: 3 clusters Score -1912760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1912764.750000 Penalty: 3184.734131
	Iteration 21Q: 3 clusters Score -1912765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1912775.000000 Penalty: 3184.734131
	Iteration 22Q: 3 clusters Score -1912775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1912778.375000 Penalty: 3184.734131
	Iteration 23Q: 3 clusters Score -1912778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1912785.125000 Penalty: 3184.734131
	Iteration 24Q: 3 clusters Score -1912785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1912791.125000 Penalty: 3184.734131
	Iteration 25Q: 3 clusters Score -1912791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1912798.500000 Penalty: 3184.734131
	Iteration 26Q: 3 clusters Score -1912798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1912804.250000 Penalty: 3184.734131
	Iteration 27Q: 3 clusters Score -1912804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1912804.250000 Penalty: 3184.734131
	Iteration 28F: 3 clusters Score -1912804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Entering Unmasked Estep 
Score: -434007.906250 Penalty: 1367.751343
	Iteration 0F: 2 clusters Score -434007.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -430327.343750 Penalty: 2735.502686
	Iteration 0F: 3 clusters Score -430327.3 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -431640.750000 Penalty: 2735.502686
	Iteration 1F: 3 clusters Score -431640.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -432252.093750 Penalty: 2735.502686
	Iteration 2F: 3 clusters Score -432252.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -432823.250000 Penalty: 2735.502686
	Iteration 3F: 3 clusters Score -432823.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -433429.218750 Penalty: 2735.502686
	Iteration 4F: 3 clusters Score -433429.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -434010.062500 Penalty: 2735.502686
	Iteration 5F: 3 clusters Score -434010.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -434417.250000 Penalty: 2735.502686
	Iteration 6F: 3 clusters Score -434417.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -434678.281250 Penalty: 2735.502686
	Iteration 7Q: 3 clusters Score -434678.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -434917.125000 Penalty: 2735.502686
	Iteration 8Q: 3 clusters Score -434917.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -435164.093750 Penalty: 2735.502686
	Iteration 9Q: 3 clusters Score -435164.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -435396.250000 Penalty: 2735.502686
	Iteration 10Q: 3 clusters Score -435396.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -435662.468750 Penalty: 2735.502686
	Iteration 11Q: 3 clusters Score -435662.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -435883.468750 Penalty: 2735.502686
	Iteration 12Q: 3 clusters Score -435883.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -436043.593750 Penalty: 2735.502686
	Iteration 13Q: 3 clusters Score -436043.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -436137.343750 Penalty: 2735.502686
	Iteration 14Q: 3 clusters Score -436137.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -436174.875000 Penalty: 2735.502686
	Iteration 15Q: 3 clusters Score -436174.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -436193.875000 Penalty: 2735.502686
	Iteration 16Q: 3 clusters Score -436193.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -436201.218750 Penalty: 2735.502686
	Iteration 17Q: 3 clusters Score -436201.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -436202.500000 Penalty: 2735.502686
	Iteration 18Q: 3 clusters Score -436202.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -436204.125000 Penalty: 2735.502686
	Iteration 19Q: 3 clusters Score -436204.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -436206.843750 Penalty: 2735.502686
	Iteration 20F: 3 clusters Score -436206.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -436207.500000 Penalty: 2735.502686
	Iteration 21Q: 3 clusters Score -436207.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -436208.468750 Penalty: 2735.502686
	Iteration 22Q: 3 clusters Score -436208.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -436208.468750 Penalty: 2735.502686
	Iteration 23F: 3 clusters Score -436208.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 16118 members 
Mstep: Class 3 contains 8540 members 
Mstep: Class 4 contains 10620 members 
Mstep: Class 5 contains 30615 members 
Mstep: Class 6 contains 130824 members 
Mstep: Class 7 contains 4483 members 
Mstep: Class 8 contains 14391 members 
Mstep: Class 9 contains 7683 members 
Mstep: Class 10 contains 40914 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 10032 members 
Mstep: Class 14 contains 20003 members 
Mstep: Class 15 contains 5262 members 
Mstep: Class 16 contains 3114 members 
Mstep: Class 17 contains 174216 members 
Mstep: Class 18 contains 10849 members 
Mstep: Class 19 contains 4425 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 24691 members 
Mstep: Class 22 contains 5786 members 
Mstep: Class 23 contains 12646 members 
Mstep: Class 24 contains 18019 members 
Mstep: Class 25 contains 2102 members 
Mstep: Class 26 contains 252 members 
Mstep: Class 27 contains 11243 members 
Mstep: Class 28 contains 327 members 
Mstep: Class 29 contains 2121 members 
Mstep: Class 30 contains 25385 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 1247 members 
Mstep: Class 33 contains 2421 members 
Entering Unmasked Estep 
Score: -65952988.000000 Penalty: 71703.882812
Splitting cluster 25 changes total score from -65951532.000000 to -65952988.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 26 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -23918.281250 Penalty: 898.532227
	Iteration 0F: 2 clusters Score -23918.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23154.042969 Penalty: 1797.064453
	Iteration 0F: 3 clusters Score -23154.04 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23267.376953 Penalty: 1797.064453
	Iteration 1F: 3 clusters Score -23267.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -23325.677734 Penalty: 1797.064453
	Iteration 2F: 3 clusters Score -23325.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -23384.291016 Penalty: 1797.064453
	Iteration 3F: 3 clusters Score -23384.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -23404.173828 Penalty: 1797.064453
	Iteration 4Q: 3 clusters Score -23404.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -23415.302734 Penalty: 1797.064453
	Iteration 5Q: 3 clusters Score -23415.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -23431.304688 Penalty: 1797.064453
	Iteration 6Q: 3 clusters Score -23431.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -23445.359375 Penalty: 1797.064453
	Iteration 7Q: 3 clusters Score -23445.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -23462.101562 Penalty: 1797.064453
	Iteration 8Q: 3 clusters Score -23462.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -23479.062500 Penalty: 1797.064453
	Iteration 9Q: 3 clusters Score -23479.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -23487.277344 Penalty: 1797.064453
	Iteration 10Q: 3 clusters Score -23487.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -23491.128906 Penalty: 1797.064453
	Iteration 11Q: 3 clusters Score -23491.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -23491.128906 Penalty: 1797.064453
	Iteration 12F: 3 clusters Score -23491.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Entering Unmasked Estep 
Score: -1159886.250000 Penalty: 1515.718994
	Iteration 0F: 2 clusters Score -1159886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1151978.750000 Penalty: 3031.437988
	Iteration 0F: 3 clusters Score -1151979 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1154684.625000 Penalty: 3031.437988
	Iteration 1F: 3 clusters Score -1154685 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1155067.500000 Penalty: 3031.437988
	Iteration 2F: 3 clusters Score -1155068 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 6376 members 
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Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 6640 members 
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Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6885 members 
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Mstep: Class 2 contains 7055 members 
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Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7106 members 
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Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 7063 members 
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Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 6927 members 
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Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1158265 nChanged 63
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Mstep: Class 1 contains 4835 members 
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	Iteration 21Q: 3 clusters Score -1158280 nChanged 67
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Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4902 members 
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	Iteration 23Q: 3 clusters Score -1158295 nChanged 48
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Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 6267 members 
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Mstep: Class 1 contains 5004 members 
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	Iteration 28Q: 3 clusters Score -1158339 nChanged 47
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1158365 nChanged 32
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1158370 nChanged 25
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1158373 nChanged 34
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1158378 nChanged 18
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	Iteration 36Q: 3 clusters Score -1158378 nChanged 9
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	Iteration 37Q: 3 clusters Score -1158383 nChanged 6
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	Iteration 38Q: 3 clusters Score -1158384 nChanged 13
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	Iteration 39Q: 3 clusters Score -1158385 nChanged 18
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Mstep: Class 1 contains 5184 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1158391 nChanged 14
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	Iteration 41Q: 3 clusters Score -1158390 nChanged 13
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	Iteration 42Q: 3 clusters Score -1158391 nChanged 10
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	Iteration 43Q: 3 clusters Score -1158389 nChanged 10
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Mstep: Class 2 contains 6074 members 
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	Iteration 44Q: 3 clusters Score -1158391 nChanged 9
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	Iteration 45Q: 3 clusters Score -1158389 nChanged 9
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	Iteration 46Q: 3 clusters Score -1158389 nChanged 12
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Mstep: Class 1 contains 5163 members 
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	Iteration 47Q: 3 clusters Score -1158393 nChanged 19
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	Iteration 48Q: 3 clusters Score -1158398 nChanged 15
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	Iteration 49Q: 3 clusters Score -1158399 nChanged 14
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	Iteration 51Q: 3 clusters Score -1158402 nChanged 11
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	Iteration 52Q: 3 clusters Score -1158408 nChanged 9
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	Iteration 53Q: 3 clusters Score -1158406 nChanged 9
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	Iteration 54Q: 3 clusters Score -1158407 nChanged 1
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	Iteration 55Q: 3 clusters Score -1158406 nChanged 4
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	Iteration 56Q: 3 clusters Score -1158407 nChanged 6
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	Iteration 57Q: 3 clusters Score -1158407 nChanged 10
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	Iteration 58Q: 3 clusters Score -1158411 nChanged 9
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	Iteration 59Q: 3 clusters Score -1158411 nChanged 5
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	Iteration 60F: 3 clusters Score -1158412 nChanged 4
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	Iteration 61Q: 3 clusters Score -1158412 nChanged 3
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	Iteration 62Q: 3 clusters Score -1158413 nChanged 5
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	Iteration 63Q: 3 clusters Score -1158413 nChanged 4
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	Iteration 64Q: 3 clusters Score -1158412 nChanged 4
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	Iteration 65Q: 3 clusters Score -1158413 nChanged 2
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	Iteration 66Q: 3 clusters Score -1158413 nChanged 2
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	Iteration 67Q: 3 clusters Score -1158413 nChanged 2
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	Iteration 68Q: 3 clusters Score -1158416 nChanged 5
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	Iteration 69Q: 3 clusters Score -1158413 nChanged 3
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	Iteration 70Q: 3 clusters Score -1158414 nChanged 3
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	Iteration 71Q: 3 clusters Score -1158416 nChanged 3
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	Iteration 72Q: 3 clusters Score -1158416 nChanged 1
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	Iteration 73Q: 3 clusters Score -1158416 nChanged 3
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	Iteration 74Q: 3 clusters Score -1158416 nChanged 2
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	Iteration 75Q: 3 clusters Score -1158414 nChanged 1
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	Iteration 76Q: 3 clusters Score -1158413 nChanged 3
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	Iteration 77Q: 3 clusters Score -1158416 nChanged 2
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	Iteration 78Q: 3 clusters Score -1158416 nChanged 6
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	Iteration 79Q: 3 clusters Score -1158420 nChanged 5
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	Iteration 80F: 3 clusters Score -1158421 nChanged 11
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	Iteration 81Q: 3 clusters Score -1158420 nChanged 13
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	Iteration 82Q: 3 clusters Score -1158422 nChanged 8
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	Iteration 83Q: 3 clusters Score -1158424 nChanged 7
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	Iteration 84Q: 3 clusters Score -1158422 nChanged 6
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	Iteration 85Q: 3 clusters Score -1158423 nChanged 5
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	Iteration 86Q: 3 clusters Score -1158426 nChanged 6
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	Iteration 87Q: 3 clusters Score -1158426 nChanged 6
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	Iteration 88Q: 3 clusters Score -1158426 nChanged 4
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	Iteration 89Q: 3 clusters Score -1158426 nChanged 3
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	Iteration 90Q: 3 clusters Score -1158429 nChanged 2
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	Iteration 91Q: 3 clusters Score -1158429 nChanged 4
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	Iteration 92Q: 3 clusters Score -1158427 nChanged 3
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	Iteration 93Q: 3 clusters Score -1158428 nChanged 4
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	Iteration 94Q: 3 clusters Score -1158428 nChanged 3
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	Iteration 95Q: 3 clusters Score -1158428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1158428.750000 Penalty: 3031.437988
	Iteration 96Q: 3 clusters Score -1158429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1158429.125000 Penalty: 3031.437988
	Iteration 97Q: 3 clusters Score -1158429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1158428.750000 Penalty: 3031.437988
	Iteration 98Q: 3 clusters Score -1158429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1158428.250000 Penalty: 3031.437988
	Iteration 99Q: 3 clusters Score -1158428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1158427.250000 Penalty: 3031.437988
	Iteration 100F: 3 clusters Score -1158427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1158428.500000 Penalty: 3031.437988
	Iteration 101Q: 3 clusters Score -1158428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1158430.125000 Penalty: 3031.437988
	Iteration 102Q: 3 clusters Score -1158430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1158429.500000 Penalty: 3031.437988
	Iteration 103Q: 3 clusters Score -1158430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1158429.750000 Penalty: 3031.437988
	Iteration 104Q: 3 clusters Score -1158430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1158430.875000 Penalty: 3031.437988
	Iteration 105Q: 3 clusters Score -1158431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1158430.875000 Penalty: 3031.437988
	Iteration 106F: 3 clusters Score -1158431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -24011.644531 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -24011.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23277.277344 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -23277.28 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23665.732422 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -23665.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23884.630859 Penalty: 1881.737183
	Iteration 2F: 3 clusters Score -23884.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24083.343750 Penalty: 1881.737183
	Iteration 3F: 3 clusters Score -24083.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24244.736328 Penalty: 1881.737183
	Iteration 4F: 3 clusters Score -24244.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24360.585938 Penalty: 1881.737183
	Iteration 5Q: 3 clusters Score -24360.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24406.144531 Penalty: 1881.737183
	Iteration 6Q: 3 clusters Score -24406.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24458.687500 Penalty: 1881.737183
	Iteration 7Q: 3 clusters Score -24458.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24499.994141 Penalty: 1881.737183
	Iteration 8Q: 3 clusters Score -24499.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24506.951172 Penalty: 1881.737183
	Iteration 9Q: 3 clusters Score -24506.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24522.019531 Penalty: 1881.737183
	Iteration 10F: 3 clusters Score -24522.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24742.878906 Penalty: 1881.737183
	Iteration 11Q: 3 clusters Score -24742.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24786.826172 Penalty: 1881.737183
	Iteration 12Q: 3 clusters Score -24786.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24786.826172 Penalty: 1881.737183
	Iteration 13F: 3 clusters Score -24786.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 16118 members 
Mstep: Class 3 contains 8540 members 
Mstep: Class 4 contains 10620 members 
Mstep: Class 5 contains 30615 members 
Mstep: Class 6 contains 130824 members 
Mstep: Class 7 contains 4483 members 
Mstep: Class 8 contains 14391 members 
Mstep: Class 9 contains 7683 members 
Mstep: Class 10 contains 40914 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 10032 members 
Mstep: Class 14 contains 20003 members 
Mstep: Class 15 contains 5262 members 
Mstep: Class 16 contains 3114 members 
Mstep: Class 17 contains 174216 members 
Mstep: Class 18 contains 10849 members 
Mstep: Class 19 contains 4425 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 24691 members 
Mstep: Class 22 contains 5786 members 
Mstep: Class 23 contains 12646 members 
Mstep: Class 24 contains 18019 members 
Mstep: Class 25 contains 2102 members 
Mstep: Class 26 contains 252 members 
Mstep: Class 27 contains 11243 members 
Mstep: Class 28 contains 112 members 
Mstep: Class 29 contains 2121 members 
Mstep: Class 30 contains 25385 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 1247 members 
Mstep: Class 33 contains 2421 members 
Mstep: Class 34 contains 215 members 
Entering Unmasked Estep 
Score: -65952548.000000 Penalty: 73876.734375
Splitting cluster 28 changes total score from -65951532.000000 to -65952548.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 29 (2121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Entering Unmasked Estep 
Score: -218604.750000 Penalty: 1244.692017
	Iteration 0F: 2 clusters Score -218604.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -216409.375000 Penalty: 2489.384033
	Iteration 0F: 3 clusters Score -216409.4 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -216914.390625 Penalty: 2489.384033
	Iteration 1F: 3 clusters Score -216914.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -217027.093750 Penalty: 2489.384033
	Iteration 2F: 3 clusters Score -217027.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -217098.546875 Penalty: 2489.384033
	Iteration 3Q: 3 clusters Score -217098.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -217152.093750 Penalty: 2489.384033
	Iteration 4Q: 3 clusters Score -217152.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -217186.406250 Penalty: 2489.384033
	Iteration 5Q: 3 clusters Score -217186.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -217222.312500 Penalty: 2489.384033
	Iteration 6Q: 3 clusters Score -217222.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -217261.453125 Penalty: 2489.384033
	Iteration 7Q: 3 clusters Score -217261.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -217311.906250 Penalty: 2489.384033
	Iteration 8Q: 3 clusters Score -217311.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -217362.562500 Penalty: 2489.384033
	Iteration 9Q: 3 clusters Score -217362.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -217413.078125 Penalty: 2489.384033
	Iteration 10Q: 3 clusters Score -217413.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -217458.265625 Penalty: 2489.384033
	Iteration 11Q: 3 clusters Score -217458.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -217498.078125 Penalty: 2489.384033
	Iteration 12Q: 3 clusters Score -217498.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -217523.296875 Penalty: 2489.384033
	Iteration 13Q: 3 clusters Score -217523.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -217550.281250 Penalty: 2489.384033
	Iteration 14Q: 3 clusters Score -217550.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -217581.359375 Penalty: 2489.384033
	Iteration 15Q: 3 clusters Score -217581.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -217612.375000 Penalty: 2489.384033
	Iteration 16Q: 3 clusters Score -217612.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -217626.859375 Penalty: 2489.384033
	Iteration 17Q: 3 clusters Score -217626.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -217633.156250 Penalty: 2489.384033
	Iteration 18Q: 3 clusters Score -217633.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -217640.125000 Penalty: 2489.384033
	Iteration 19Q: 3 clusters Score -217640.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -217648.078125 Penalty: 2489.384033
	Iteration 20F: 3 clusters Score -217648.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -217656.406250 Penalty: 2489.384033
	Iteration 21Q: 3 clusters Score -217656.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -217665.140625 Penalty: 2489.384033
	Iteration 22Q: 3 clusters Score -217665.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -217673.500000 Penalty: 2489.384033
	Iteration 23Q: 3 clusters Score -217673.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -217676.093750 Penalty: 2489.384033
	Iteration 24Q: 3 clusters Score -217676.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -217678.234375 Penalty: 2489.384033
	Iteration 25Q: 3 clusters Score -217678.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -217681.218750 Penalty: 2489.384033
	Iteration 26Q: 3 clusters Score -217681.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -217681.937500 Penalty: 2489.384033
	Iteration 27Q: 3 clusters Score -217681.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -217682.890625 Penalty: 2489.384033
	Iteration 28Q: 3 clusters Score -217682.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -217684.015625 Penalty: 2489.384033
	Iteration 29Q: 3 clusters Score -217684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -217686.796875 Penalty: 2489.384033
	Iteration 30Q: 3 clusters Score -217686.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -217689.687500 Penalty: 2489.384033
	Iteration 31Q: 3 clusters Score -217689.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -217691.218750 Penalty: 2489.384033
	Iteration 32Q: 3 clusters Score -217691.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -217694.421875 Penalty: 2489.384033
	Iteration 33Q: 3 clusters Score -217694.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -217695.578125 Penalty: 2489.384033
	Iteration 34Q: 3 clusters Score -217695.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -217697.828125 Penalty: 2489.384033
	Iteration 35Q: 3 clusters Score -217697.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -217698.906250 Penalty: 2489.384033
	Iteration 36Q: 3 clusters Score -217698.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -217698.906250 Penalty: 2489.384033
	Iteration 37F: 3 clusters Score -217698.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (25385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Entering Unmasked Estep 
Score: -2689333.250000 Penalty: 1648.060913
	Iteration 0F: 2 clusters Score -2689333 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 12728 members 
Entering Unmasked Estep 
Score: -2672076.750000 Penalty: 3296.121826
	Iteration 0F: 3 clusters Score -2672077 nChanged 11709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2678910.000000 Penalty: 3296.121826
	Iteration 1F: 3 clusters Score -2678910 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2679611.000000 Penalty: 3296.121826
	Iteration 2F: 3 clusters Score -2679611 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -2680286.000000 Penalty: 3296.121826
	Iteration 3F: 3 clusters Score -2680286 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2680979.250000 Penalty: 3296.121826
	Iteration 4F: 3 clusters Score -2680979 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2681710.000000 Penalty: 3296.121826
	Iteration 5F: 3 clusters Score -2681710 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2682420.500000 Penalty: 3296.121826
	Iteration 6F: 3 clusters Score -2682420 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2683099.500000 Penalty: 3296.121826
	Iteration 7Q: 3 clusters Score -2683100 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2683681.750000 Penalty: 3296.121826
	Iteration 8Q: 3 clusters Score -2683682 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2684104.000000 Penalty: 3296.121826
	Iteration 9Q: 3 clusters Score -2684104 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2684396.000000 Penalty: 3296.121826
	Iteration 10Q: 3 clusters Score -2684396 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2684531.500000 Penalty: 3296.121826
	Iteration 11Q: 3 clusters Score -2684532 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2684591.000000 Penalty: 3296.121826
	Iteration 12Q: 3 clusters Score -2684591 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2684634.000000 Penalty: 3296.121826
	Iteration 13Q: 3 clusters Score -2684634 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2684699.250000 Penalty: 3296.121826
	Iteration 14Q: 3 clusters Score -2684699 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2684747.250000 Penalty: 3296.121826
	Iteration 15Q: 3 clusters Score -2684747 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2684784.750000 Penalty: 3296.121826
	Iteration 16Q: 3 clusters Score -2684785 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2684816.250000 Penalty: 3296.121826
	Iteration 17Q: 3 clusters Score -2684816 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2684839.250000 Penalty: 3296.121826
	Iteration 18Q: 3 clusters Score -2684839 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2684873.750000 Penalty: 3296.121826
	Iteration 19Q: 3 clusters Score -2684874 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2684916.500000 Penalty: 3296.121826
	Iteration 20F: 3 clusters Score -2684916 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2684961.500000 Penalty: 3296.121826
	Iteration 21Q: 3 clusters Score -2684962 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2685003.750000 Penalty: 3296.121826
	Iteration 22Q: 3 clusters Score -2685004 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2685057.000000 Penalty: 3296.121826
	Iteration 23Q: 3 clusters Score -2685057 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2685114.000000 Penalty: 3296.121826
	Iteration 24Q: 3 clusters Score -2685114 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2685189.000000 Penalty: 3296.121826
	Iteration 25Q: 3 clusters Score -2685189 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2685260.750000 Penalty: 3296.121826
	Iteration 26Q: 3 clusters Score -2685261 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2685358.750000 Penalty: 3296.121826
	Iteration 27Q: 3 clusters Score -2685359 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2685474.750000 Penalty: 3296.121826
	Iteration 28Q: 3 clusters Score -2685475 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2685589.750000 Penalty: 3296.121826
	Iteration 29Q: 3 clusters Score -2685590 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2685705.250000 Penalty: 3296.121826
	Iteration 30Q: 3 clusters Score -2685705 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2685846.500000 Penalty: 3296.121826
	Iteration 31Q: 3 clusters Score -2685846 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2686009.000000 Penalty: 3296.121826
	Iteration 32Q: 3 clusters Score -2686009 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2686154.000000 Penalty: 3296.121826
	Iteration 33Q: 3 clusters Score -2686154 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2686290.750000 Penalty: 3296.121826
	Iteration 34Q: 3 clusters Score -2686291 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2686440.250000 Penalty: 3296.121826
	Iteration 35Q: 3 clusters Score -2686440 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2686562.500000 Penalty: 3296.121826
	Iteration 36Q: 3 clusters Score -2686562 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2686673.750000 Penalty: 3296.121826
	Iteration 37Q: 3 clusters Score -2686674 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2686769.000000 Penalty: 3296.121826
	Iteration 38Q: 3 clusters Score -2686769 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2686853.750000 Penalty: 3296.121826
	Iteration 39Q: 3 clusters Score -2686854 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2686933.500000 Penalty: 3296.121826
	Iteration 40F: 3 clusters Score -2686934 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2687012.500000 Penalty: 3296.121826
	Iteration 41Q: 3 clusters Score -2687012 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2687049.500000 Penalty: 3296.121826
	Iteration 42Q: 3 clusters Score -2687050 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2687103.750000 Penalty: 3296.121826
	Iteration 43Q: 3 clusters Score -2687104 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -2687153.250000 Penalty: 3296.121826
	Iteration 44Q: 3 clusters Score -2687153 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2687193.000000 Penalty: 3296.121826
	Iteration 45Q: 3 clusters Score -2687193 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2687222.000000 Penalty: 3296.121826
	Iteration 46Q: 3 clusters Score -2687222 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2687254.000000 Penalty: 3296.121826
	Iteration 47Q: 3 clusters Score -2687254 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2687291.750000 Penalty: 3296.121826
	Iteration 48Q: 3 clusters Score -2687292 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2687320.000000 Penalty: 3296.121826
	Iteration 49Q: 3 clusters Score -2687320 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2687359.500000 Penalty: 3296.121826
	Iteration 50Q: 3 clusters Score -2687360 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2687380.500000 Penalty: 3296.121826
	Iteration 51Q: 3 clusters Score -2687380 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -2687410.250000 Penalty: 3296.121826
	Iteration 52Q: 3 clusters Score -2687410 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2687432.250000 Penalty: 3296.121826
	Iteration 53Q: 3 clusters Score -2687432 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2687441.250000 Penalty: 3296.121826
	Iteration 54Q: 3 clusters Score -2687441 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2687459.000000 Penalty: 3296.121826
	Iteration 55Q: 3 clusters Score -2687459 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2687478.000000 Penalty: 3296.121826
	Iteration 56Q: 3 clusters Score -2687478 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2687487.000000 Penalty: 3296.121826
	Iteration 57Q: 3 clusters Score -2687487 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2687510.750000 Penalty: 3296.121826
	Iteration 58Q: 3 clusters Score -2687511 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2687526.500000 Penalty: 3296.121826
	Iteration 59Q: 3 clusters Score -2687526 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2687546.750000 Penalty: 3296.121826
	Iteration 60F: 3 clusters Score -2687547 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2687556.250000 Penalty: 3296.121826
	Iteration 61Q: 3 clusters Score -2687556 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2687565.500000 Penalty: 3296.121826
	Iteration 62Q: 3 clusters Score -2687566 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2687577.000000 Penalty: 3296.121826
	Iteration 63Q: 3 clusters Score -2687577 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2687583.250000 Penalty: 3296.121826
	Iteration 64Q: 3 clusters Score -2687583 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2687590.500000 Penalty: 3296.121826
	Iteration 65Q: 3 clusters Score -2687590 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2687604.250000 Penalty: 3296.121826
	Iteration 66Q: 3 clusters Score -2687604 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2687629.250000 Penalty: 3296.121826
	Iteration 67Q: 3 clusters Score -2687629 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2687646.500000 Penalty: 3296.121826
	Iteration 68Q: 3 clusters Score -2687646 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2687659.750000 Penalty: 3296.121826
	Iteration 69Q: 3 clusters Score -2687660 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2687668.500000 Penalty: 3296.121826
	Iteration 70Q: 3 clusters Score -2687668 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2687684.000000 Penalty: 3296.121826
	Iteration 71Q: 3 clusters Score -2687684 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2687704.250000 Penalty: 3296.121826
	Iteration 72Q: 3 clusters Score -2687704 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2687721.750000 Penalty: 3296.121826
	Iteration 73Q: 3 clusters Score -2687722 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2687750.000000 Penalty: 3296.121826
	Iteration 74Q: 3 clusters Score -2687750 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2687777.000000 Penalty: 3296.121826
	Iteration 75Q: 3 clusters Score -2687777 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2687784.500000 Penalty: 3296.121826
	Iteration 76Q: 3 clusters Score -2687784 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2687803.000000 Penalty: 3296.121826
	Iteration 77Q: 3 clusters Score -2687803 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2687825.000000 Penalty: 3296.121826
	Iteration 78Q: 3 clusters Score -2687825 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2687838.000000 Penalty: 3296.121826
	Iteration 79Q: 3 clusters Score -2687838 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2687856.500000 Penalty: 3296.121826
	Iteration 80F: 3 clusters Score -2687856 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2687874.000000 Penalty: 3296.121826
	Iteration 81Q: 3 clusters Score -2687874 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2687887.250000 Penalty: 3296.121826
	Iteration 82Q: 3 clusters Score -2687887 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2687904.500000 Penalty: 3296.121826
	Iteration 83Q: 3 clusters Score -2687904 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2687913.000000 Penalty: 3296.121826
	Iteration 84Q: 3 clusters Score -2687913 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2687923.750000 Penalty: 3296.121826
	Iteration 85Q: 3 clusters Score -2687924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2687938.000000 Penalty: 3296.121826
	Iteration 86Q: 3 clusters Score -2687938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2687945.500000 Penalty: 3296.121826
	Iteration 87Q: 3 clusters Score -2687946 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2687957.500000 Penalty: 3296.121826
	Iteration 88Q: 3 clusters Score -2687958 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2687965.000000 Penalty: 3296.121826
	Iteration 89Q: 3 clusters Score -2687965 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2687988.500000 Penalty: 3296.121826
	Iteration 90Q: 3 clusters Score -2687988 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2688013.500000 Penalty: 3296.121826
	Iteration 91Q: 3 clusters Score -2688014 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2688028.250000 Penalty: 3296.121826
	Iteration 92Q: 3 clusters Score -2688028 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2688031.000000 Penalty: 3296.121826
	Iteration 93Q: 3 clusters Score -2688031 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2688036.750000 Penalty: 3296.121826
	Iteration 94Q: 3 clusters Score -2688037 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2688043.750000 Penalty: 3296.121826
	Iteration 95Q: 3 clusters Score -2688044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2688048.750000 Penalty: 3296.121826
	Iteration 96Q: 3 clusters Score -2688049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2688047.250000 Penalty: 3296.121826
	Iteration 97Q: 3 clusters Score -2688047 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2688061.250000 Penalty: 3296.121826
	Iteration 98Q: 3 clusters Score -2688061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2688072.500000 Penalty: 3296.121826
	Iteration 99Q: 3 clusters Score -2688072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2688078.250000 Penalty: 3296.121826
	Iteration 100F: 3 clusters Score -2688078 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2688079.750000 Penalty: 3296.121826
	Iteration 101Q: 3 clusters Score -2688080 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2688078.750000 Penalty: 3296.121826
	Iteration 102Q: 3 clusters Score -2688079 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2688083.250000 Penalty: 3296.121826
	Iteration 103Q: 3 clusters Score -2688083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2688097.000000 Penalty: 3296.121826
	Iteration 104Q: 3 clusters Score -2688097 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2688106.250000 Penalty: 3296.121826
	Iteration 105Q: 3 clusters Score -2688106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2688116.000000 Penalty: 3296.121826
	Iteration 106Q: 3 clusters Score -2688116 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2688125.500000 Penalty: 3296.121826
	Iteration 107Q: 3 clusters Score -2688126 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2688129.750000 Penalty: 3296.121826
	Iteration 108Q: 3 clusters Score -2688130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2688130.750000 Penalty: 3296.121826
	Iteration 109Q: 3 clusters Score -2688131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2688141.500000 Penalty: 3296.121826
	Iteration 110Q: 3 clusters Score -2688142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2688150.750000 Penalty: 3296.121826
	Iteration 111Q: 3 clusters Score -2688151 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2688162.500000 Penalty: 3296.121826
	Iteration 112Q: 3 clusters Score -2688162 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24278 members 
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Entering Unmasked Estep 
Score: -2688187.250000 Penalty: 3296.121826
	Iteration 113Q: 3 clusters Score -2688187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2688194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2688206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2688210.000000 Penalty: 3296.121826
	Iteration 116Q: 3 clusters Score -2688210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2688218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2688226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2688239.000000 Penalty: 3296.121826
	Iteration 119Q: 3 clusters Score -2688239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2688235.750000 Penalty: 3296.121826
	Iteration 120F: 3 clusters Score -2688236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2688240.000000 Penalty: 3296.121826
	Iteration 121Q: 3 clusters Score -2688240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2688245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2688252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2688248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2688256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2688257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2688258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2688261.500000 Penalty: 3296.121826
	Iteration 128Q: 3 clusters Score -2688262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2688266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2688264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2688263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2688262.500000 Penalty: 3296.121826
	Iteration 132Q: 3 clusters Score -2688262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2688266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2688269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2688268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2688267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2688268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
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	Iteration 138F: 3 clusters Score -2688268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 16118 members 
Mstep: Class 3 contains 8540 members 
Mstep: Class 4 contains 10620 members 
Mstep: Class 5 contains 30615 members 
Mstep: Class 6 contains 130824 members 
Mstep: Class 7 contains 4483 members 
Mstep: Class 8 contains 14391 members 
Mstep: Class 9 contains 7683 members 
Mstep: Class 10 contains 40914 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 10032 members 
Mstep: Class 14 contains 20003 members 
Mstep: Class 15 contains 5262 members 
Mstep: Class 16 contains 3114 members 
Mstep: Class 17 contains 174216 members 
Mstep: Class 18 contains 10849 members 
Mstep: Class 19 contains 4425 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 24691 members 
Mstep: Class 22 contains 5786 members 
Mstep: Class 23 contains 12646 members 
Mstep: Class 24 contains 18019 members 
Mstep: Class 25 contains 2102 members 
Mstep: Class 26 contains 252 members 
Mstep: Class 27 contains 11243 members 
Mstep: Class 28 contains 112 members 
Mstep: Class 29 contains 2121 members 
Mstep: Class 30 contains 25385 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 35 clusters Score -6.595302e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 16079 members 
Mstep: Class 3 contains 8388 members 
Mstep: Class 4 contains 10647 members 
Mstep: Class 5 contains 30617 members 
Mstep: Class 6 contains 130764 members 
Mstep: Class 7 contains 4491 members 
Mstep: Class 8 contains 14454 members 
Mstep: Class 9 contains 7695 members 
Mstep: Class 10 contains 40906 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 7041 members 
Mstep: Class 13 contains 10054 members 
Mstep: Class 14 contains 19956 members 
Mstep: Class 15 contains 5264 members 
Mstep: Class 16 contains 3098 members 
Mstep: Class 17 contains 174153 members 
Mstep: Class 18 contains 10852 members 
Mstep: Class 19 contains 4494 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 24700 members 
Mstep: Class 22 contains 5786 members 
Mstep: Class 23 contains 12621 members 
Mstep: Class 24 contains 18020 members 
Mstep: Class 25 contains 2100 members 
Mstep: Class 26 contains 252 members 
Mstep: Class 27 contains 11287 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2125 members 
Mstep: Class 30 contains 25393 members 
Mstep: Class 31 contains 367 members 
Mstep: Class 32 contains 1259 members 
Mstep: Class 33 contains 2355 members 
Mstep: Class 34 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 35 clusters Score -6.595491e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 16012 members 
Mstep: Class 3 contains 8254 members 
Mstep: Class 4 contains 10663 members 
Mstep: Class 5 contains 30622 members 
Mstep: Class 6 contains 130700 members 
Mstep: Class 7 contains 4471 members 
Mstep: Class 8 contains 14518 members 
Mstep: Class 9 contains 7709 members 
Mstep: Class 10 contains 40892 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 7032 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 19911 members 
Mstep: Class 15 contains 5267 members 
Mstep: Class 16 contains 3097 members 
Mstep: Class 17 contains 174082 members 
Mstep: Class 18 contains 10827 members 
Mstep: Class 19 contains 4420 members 
Mstep: Class 20 contains 896 members 
Mstep: Class 21 contains 24613 members 
Mstep: Class 22 contains 5787 members 
Mstep: Class 23 contains 12605 members 
Mstep: Class 24 contains 18021 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 11258 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2128 members 
Mstep: Class 30 contains 25398 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 1332 members 
Mstep: Class 33 contains 2501 members 
Mstep: Class 34 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 35 clusters Score -6.595596e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 15943 members 
Mstep: Class 3 contains 8123 members 
Mstep: Class 4 contains 10681 members 
Mstep: Class 5 contains 30620 members 
Mstep: Class 6 contains 130633 members 
Mstep: Class 7 contains 4456 members 
Mstep: Class 8 contains 14582 members 
Mstep: Class 9 contains 7724 members 
Mstep: Class 10 contains 40866 members 
Mstep: Class 11 contains 1155 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 10089 members 
Mstep: Class 14 contains 19841 members 
Mstep: Class 15 contains 5272 members 
Mstep: Class 16 contains 3103 members 
Mstep: Class 17 contains 174000 members 
Mstep: Class 18 contains 10819 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 24594 members 
Mstep: Class 22 contains 5786 members 
Mstep: Class 23 contains 12594 members 
Mstep: Class 24 contains 18019 members 
Mstep: Class 25 contains 2107 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 11255 members 
Mstep: Class 28 contains 139 members 
Mstep: Class 29 contains 2130 members 
Mstep: Class 30 contains 25385 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 1357 members 
Mstep: Class 33 contains 2566 members 
Mstep: Class 34 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65956120.000000 Penalty: 73876.734375
Iteration 82Q: 35 clusters Score -6.595612e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 15872 members 
Mstep: Class 3 contains 8004 members 
Mstep: Class 4 contains 10689 members 
Mstep: Class 5 contains 30622 members 
Mstep: Class 6 contains 130583 members 
Mstep: Class 7 contains 4446 members 
Mstep: Class 8 contains 14641 members 
Mstep: Class 9 contains 7740 members 
Mstep: Class 10 contains 40851 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 7064 members 
Mstep: Class 13 contains 10105 members 
Mstep: Class 14 contains 19768 members 
Mstep: Class 15 contains 5275 members 
Mstep: Class 16 contains 3110 members 
Mstep: Class 17 contains 173940 members 
Mstep: Class 18 contains 10810 members 
Mstep: Class 19 contains 4404 members 
Mstep: Class 20 contains 1024 members 
Mstep: Class 21 contains 24594 members 
Mstep: Class 22 contains 5785 members 
Mstep: Class 23 contains 12581 members 
Mstep: Class 24 contains 18021 members 
Mstep: Class 25 contains 2109 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 11266 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2132 members 
Mstep: Class 30 contains 25362 members 
Mstep: Class 31 contains 381 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 2599 members 
Mstep: Class 34 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 35 clusters Score -6.595638e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 15819 members 
Mstep: Class 3 contains 7871 members 
Mstep: Class 4 contains 10697 members 
Mstep: Class 5 contains 30606 members 
Mstep: Class 6 contains 130536 members 
Mstep: Class 7 contains 4444 members 
Mstep: Class 8 contains 14704 members 
Mstep: Class 9 contains 7759 members 
Mstep: Class 10 contains 40835 members 
Mstep: Class 11 contains 1150 members 
Mstep: Class 12 contains 7072 members 
Mstep: Class 13 contains 10115 members 
Mstep: Class 14 contains 19705 members 
Mstep: Class 15 contains 5281 members 
Mstep: Class 16 contains 3120 members 
Mstep: Class 17 contains 173878 members 
Mstep: Class 18 contains 10794 members 
Mstep: Class 19 contains 4397 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 24612 members 
Mstep: Class 22 contains 5783 members 
Mstep: Class 23 contains 12568 members 
Mstep: Class 24 contains 18012 members 
Mstep: Class 25 contains 2111 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 11296 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2134 members 
Mstep: Class 30 contains 25360 members 
Mstep: Class 31 contains 383 members 
Mstep: Class 32 contains 1388 members 
Mstep: Class 33 contains 2620 members 
Mstep: Class 34 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65956440.000000 Penalty: 73876.734375
Iteration 84Q: 35 clusters Score -6.595644e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 15764 members 
Mstep: Class 3 contains 7763 members 
Mstep: Class 4 contains 10699 members 
Mstep: Class 5 contains 30599 members 
Mstep: Class 6 contains 130494 members 
Mstep: Class 7 contains 4443 members 
Mstep: Class 8 contains 14770 members 
Mstep: Class 9 contains 7763 members 
Mstep: Class 10 contains 40809 members 
Mstep: Class 11 contains 1147 members 
Mstep: Class 12 contains 7081 members 
Mstep: Class 13 contains 10126 members 
Mstep: Class 14 contains 19646 members 
Mstep: Class 15 contains 5290 members 
Mstep: Class 16 contains 3132 members 
Mstep: Class 17 contains 173794 members 
Mstep: Class 18 contains 10776 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 20 contains 1090 members 
Mstep: Class 21 contains 24646 members 
Mstep: Class 22 contains 5781 members 
Mstep: Class 23 contains 12567 members 
Mstep: Class 24 contains 18006 members 
Mstep: Class 25 contains 2111 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 11338 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2137 members 
Mstep: Class 30 contains 25352 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 2628 members 
Mstep: Class 34 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65956732.000000 Penalty: 73876.734375
Iteration 85Q: 35 clusters Score -6.595673e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 15698 members 
Mstep: Class 3 contains 7637 members 
Mstep: Class 4 contains 10699 members 
Mstep: Class 5 contains 30598 members 
Mstep: Class 6 contains 130451 members 
Mstep: Class 7 contains 4441 members 
Mstep: Class 8 contains 14850 members 
Mstep: Class 9 contains 7776 members 
Mstep: Class 10 contains 40790 members 
Mstep: Class 11 contains 1142 members 
Mstep: Class 12 contains 7079 members 
Mstep: Class 13 contains 10136 members 
Mstep: Class 14 contains 19605 members 
Mstep: Class 15 contains 5300 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 173706 members 
Mstep: Class 18 contains 10767 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 1106 members 
Mstep: Class 21 contains 24681 members 
Mstep: Class 22 contains 5778 members 
Mstep: Class 23 contains 12544 members 
Mstep: Class 24 contains 18008 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 11394 members 
Mstep: Class 28 contains 139 members 
Mstep: Class 29 contains 2139 members 
Mstep: Class 30 contains 25334 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1405 members 
Mstep: Class 33 contains 2628 members 
Mstep: Class 34 contains 192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65956820.000000 Penalty: 73876.734375
Iteration 86Q: 35 clusters Score -6.595682e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 15638 members 
Mstep: Class 3 contains 7487 members 
Mstep: Class 4 contains 10693 members 
Mstep: Class 5 contains 30599 members 
Mstep: Class 6 contains 130411 members 
Mstep: Class 7 contains 4436 members 
Mstep: Class 8 contains 14936 members 
Mstep: Class 9 contains 7789 members 
Mstep: Class 10 contains 40779 members 
Mstep: Class 11 contains 1139 members 
Mstep: Class 12 contains 7087 members 
Mstep: Class 13 contains 10144 members 
Mstep: Class 14 contains 19568 members 
Mstep: Class 15 contains 5308 members 
Mstep: Class 16 contains 3157 members 
Mstep: Class 17 contains 173611 members 
Mstep: Class 18 contains 10750 members 
Mstep: Class 19 contains 4397 members 
Mstep: Class 20 contains 1124 members 
Mstep: Class 21 contains 24695 members 
Mstep: Class 22 contains 5775 members 
Mstep: Class 23 contains 12520 members 
Mstep: Class 24 contains 18004 members 
Mstep: Class 25 contains 2119 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 11450 members 
Mstep: Class 28 contains 139 members 
Mstep: Class 29 contains 2141 members 
Mstep: Class 30 contains 25332 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1409 members 
Mstep: Class 33 contains 2627 members 
Mstep: Class 34 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65957000.000000 Penalty: 73876.734375
Iteration 87Q: 35 clusters Score -6.5957e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 15553 members 
Mstep: Class 3 contains 7327 members 
Mstep: Class 4 contains 10697 members 
Mstep: Class 5 contains 30602 members 
Mstep: Class 6 contains 130377 members 
Mstep: Class 7 contains 4437 members 
Mstep: Class 8 contains 15036 members 
Mstep: Class 9 contains 7811 members 
Mstep: Class 10 contains 40760 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 7090 members 
Mstep: Class 13 contains 10160 members 
Mstep: Class 14 contains 19524 members 
Mstep: Class 15 contains 5320 members 
Mstep: Class 16 contains 3170 members 
Mstep: Class 17 contains 173511 members 
Mstep: Class 18 contains 10737 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 20 contains 1136 members 
Mstep: Class 21 contains 24705 members 
Mstep: Class 22 contains 5775 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 17996 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 11521 members 
Mstep: Class 28 contains 139 members 
Mstep: Class 29 contains 2142 members 
Mstep: Class 30 contains 25325 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 2627 members 
Mstep: Class 34 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65956984.000000 Penalty: 73876.734375
Iteration 88Q: 35 clusters Score -6.595698e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 15475 members 
Mstep: Class 3 contains 7173 members 
Mstep: Class 4 contains 10706 members 
Mstep: Class 5 contains 30611 members 
Mstep: Class 6 contains 130354 members 
Mstep: Class 7 contains 4431 members 
Mstep: Class 8 contains 15120 members 
Mstep: Class 9 contains 7822 members 
Mstep: Class 10 contains 40731 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 7102 members 
Mstep: Class 13 contains 10177 members 
Mstep: Class 14 contains 19491 members 
Mstep: Class 15 contains 5327 members 
Mstep: Class 16 contains 3187 members 
Mstep: Class 17 contains 173414 members 
Mstep: Class 18 contains 10729 members 
Mstep: Class 19 contains 4425 members 
Mstep: Class 20 contains 1145 members 
Mstep: Class 21 contains 24705 members 
Mstep: Class 22 contains 5775 members 
Mstep: Class 23 contains 12438 members 
Mstep: Class 24 contains 17992 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 11588 members 
Mstep: Class 28 contains 139 members 
Mstep: Class 29 contains 2145 members 
Mstep: Class 30 contains 25329 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1405 members 
Mstep: Class 33 contains 2626 members 
Mstep: Class 34 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65957000.000000 Penalty: 73876.734375
Iteration 89Q: 35 clusters Score -6.5957e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 15386 members 
Mstep: Class 3 contains 7011 members 
Mstep: Class 4 contains 10711 members 
Mstep: Class 5 contains 30623 members 
Mstep: Class 6 contains 130314 members 
Mstep: Class 7 contains 4428 members 
Mstep: Class 8 contains 15214 members 
Mstep: Class 9 contains 7834 members 
Mstep: Class 10 contains 40715 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 12 contains 7109 members 
Mstep: Class 13 contains 10187 members 
Mstep: Class 14 contains 19456 members 
Mstep: Class 15 contains 5329 members 
Mstep: Class 16 contains 3200 members 
Mstep: Class 17 contains 173302 members 
Mstep: Class 18 contains 10717 members 
Mstep: Class 19 contains 4433 members 
Mstep: Class 20 contains 1150 members 
Mstep: Class 21 contains 24712 members 
Mstep: Class 22 contains 5775 members 
Mstep: Class 23 contains 12380 members 
Mstep: Class 24 contains 17993 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 11659 members 
Mstep: Class 28 contains 139 members 
Mstep: Class 29 contains 2151 members 
Mstep: Class 30 contains 25327 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1409 members 
Mstep: Class 33 contains 2624 members 
Mstep: Class 34 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65957076.000000 Penalty: 73876.734375
Iteration 90Q: 35 clusters Score -6.595708e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 15292 members 
Mstep: Class 3 contains 6851 members 
Mstep: Class 4 contains 10716 members 
Mstep: Class 5 contains 30625 members 
Mstep: Class 6 contains 130269 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 15309 members 
Mstep: Class 9 contains 7836 members 
Mstep: Class 10 contains 40705 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 7119 members 
Mstep: Class 13 contains 10201 members 
Mstep: Class 14 contains 19415 members 
Mstep: Class 15 contains 5335 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 17 contains 173195 members 
Mstep: Class 18 contains 10706 members 
Mstep: Class 19 contains 4443 members 
Mstep: Class 20 contains 1152 members 
Mstep: Class 21 contains 24727 members 
Mstep: Class 22 contains 5773 members 
Mstep: Class 23 contains 12332 members 
Mstep: Class 24 contains 17991 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 11735 members 
Mstep: Class 28 contains 139 members 
Mstep: Class 29 contains 2163 members 
Mstep: Class 30 contains 25330 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1412 members 
Mstep: Class 33 contains 2625 members 
Mstep: Class 34 contains 183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65957108.000000 Penalty: 73876.734375
Iteration 91Q: 35 clusters Score -6.595711e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 15196 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 10730 members 
Mstep: Class 5 contains 30622 members 
Mstep: Class 6 contains 130220 members 
Mstep: Class 7 contains 4428 members 
Mstep: Class 8 contains 15397 members 
Mstep: Class 9 contains 7837 members 
Mstep: Class 10 contains 40684 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 7128 members 
Mstep: Class 13 contains 10219 members 
Mstep: Class 14 contains 19363 members 
Mstep: Class 15 contains 5343 members 
Mstep: Class 16 contains 3213 members 
Mstep: Class 17 contains 173101 members 
Mstep: Class 18 contains 10688 members 
Mstep: Class 19 contains 4466 members 
Mstep: Class 20 contains 1154 members 
Mstep: Class 21 contains 24738 members 
Mstep: Class 22 contains 5773 members 
Mstep: Class 23 contains 12296 members 
Mstep: Class 24 contains 17989 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 11818 members 
Mstep: Class 28 contains 139 members 
Mstep: Class 29 contains 2169 members 
Mstep: Class 30 contains 25325 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 1415 members 
Mstep: Class 33 contains 2627 members 
Mstep: Class 34 contains 183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65957312.000000 Penalty: 73876.734375
Iteration 92Q: 35 clusters Score -6.595731e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 15094 members 
Mstep: Class 3 contains 6509 members 
Mstep: Class 4 contains 10741 members 
Mstep: Class 5 contains 30622 members 
Mstep: Class 6 contains 130180 members 
Mstep: Class 7 contains 4431 members 
Mstep: Class 8 contains 15509 members 
Mstep: Class 9 contains 7844 members 
Mstep: Class 10 contains 40677 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 7134 members 
Mstep: Class 13 contains 10231 members 
Mstep: Class 14 contains 19315 members 
Mstep: Class 15 contains 5345 members 
Mstep: Class 16 contains 3220 members 
Mstep: Class 17 contains 173002 members 
Mstep: Class 18 contains 10674 members 
Mstep: Class 19 contains 4477 members 
Mstep: Class 20 contains 1154 members 
Mstep: Class 21 contains 24741 members 
Mstep: Class 22 contains 5774 members 
Mstep: Class 23 contains 12232 members 
Mstep: Class 24 contains 17992 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 11906 members 
Mstep: Class 28 contains 139 members 
Mstep: Class 29 contains 2176 members 
Mstep: Class 30 contains 25321 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 1413 members 
Mstep: Class 33 contains 2631 members 
Mstep: Class 34 contains 183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65957468.000000 Penalty: 73876.734375
Iteration 93Q: 35 clusters Score -6.595747e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 15016 members 
Mstep: Class 3 contains 6355 members 
Mstep: Class 4 contains 10751 members 
Mstep: Class 5 contains 30630 members 
Mstep: Class 6 contains 130146 members 
Mstep: Class 7 contains 4432 members 
Mstep: Class 8 contains 15615 members 
Mstep: Class 9 contains 7851 members 
Mstep: Class 10 contains 40661 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 7134 members 
Mstep: Class 13 contains 10247 members 
Mstep: Class 14 contains 19285 members 
Mstep: Class 15 contains 5343 members 
Mstep: Class 16 contains 3225 members 
Mstep: Class 17 contains 172907 members 
Mstep: Class 18 contains 10668 members 
Mstep: Class 19 contains 4489 members 
Mstep: Class 20 contains 1154 members 
Mstep: Class 21 contains 24744 members 
Mstep: Class 22 contains 5774 members 
Mstep: Class 23 contains 12160 members 
Mstep: Class 24 contains 17990 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 11986 members 
Mstep: Class 28 contains 139 members 
Mstep: Class 29 contains 2178 members 
Mstep: Class 30 contains 25296 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 1415 members 
Mstep: Class 33 contains 2634 members 
Mstep: Class 34 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65957500.000000 Penalty: 73876.734375
Iteration 94Q: 35 clusters Score -6.59575e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 14924 members 
Mstep: Class 3 contains 6187 members 
Mstep: Class 4 contains 10774 members 
Mstep: Class 5 contains 30634 members 
Mstep: Class 6 contains 130099 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 15713 members 
Mstep: Class 9 contains 7860 members 
Mstep: Class 10 contains 40631 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 7139 members 
Mstep: Class 13 contains 10265 members 
Mstep: Class 14 contains 19249 members 
Mstep: Class 15 contains 5347 members 
Mstep: Class 16 contains 3231 members 
Mstep: Class 17 contains 172806 members 
Mstep: Class 18 contains 10663 members 
Mstep: Class 19 contains 4497 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 24752 members 
Mstep: Class 22 contains 5773 members 
Mstep: Class 23 contains 12096 members 
Mstep: Class 24 contains 17989 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 12079 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2178 members 
Mstep: Class 30 contains 25278 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 2635 members 
Mstep: Class 34 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65957584.000000 Penalty: 73876.734375
Iteration 95Q: 35 clusters Score -6.595758e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 14829 members 
Mstep: Class 3 contains 6011 members 
Mstep: Class 4 contains 10808 members 
Mstep: Class 5 contains 30634 members 
Mstep: Class 6 contains 130042 members 
Mstep: Class 7 contains 4425 members 
Mstep: Class 8 contains 15829 members 
Mstep: Class 9 contains 7876 members 
Mstep: Class 10 contains 40594 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 7141 members 
Mstep: Class 13 contains 10291 members 
Mstep: Class 14 contains 19210 members 
Mstep: Class 15 contains 5351 members 
Mstep: Class 16 contains 3235 members 
Mstep: Class 17 contains 172697 members 
Mstep: Class 18 contains 10660 members 
Mstep: Class 19 contains 4502 members 
Mstep: Class 20 contains 1154 members 
Mstep: Class 21 contains 24749 members 
Mstep: Class 22 contains 5770 members 
Mstep: Class 23 contains 12018 members 
Mstep: Class 24 contains 17995 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 12173 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2178 members 
Mstep: Class 30 contains 25256 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 2634 members 
Mstep: Class 34 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65957904.000000 Penalty: 73876.734375
Iteration 96Q: 35 clusters Score -6.59579e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 14736 members 
Mstep: Class 3 contains 5862 members 
Mstep: Class 4 contains 10837 members 
Mstep: Class 5 contains 30647 members 
Mstep: Class 6 contains 129971 members 
Mstep: Class 7 contains 4423 members 
Mstep: Class 8 contains 15917 members 
Mstep: Class 9 contains 7890 members 
Mstep: Class 10 contains 40562 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7143 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 19180 members 
Mstep: Class 15 contains 5355 members 
Mstep: Class 16 contains 3238 members 
Mstep: Class 17 contains 172617 members 
Mstep: Class 18 contains 10656 members 
Mstep: Class 19 contains 4503 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 24758 members 
Mstep: Class 22 contains 5770 members 
Mstep: Class 23 contains 11950 members 
Mstep: Class 24 contains 17985 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 12267 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2178 members 
Mstep: Class 30 contains 25244 members 
Mstep: Class 31 contains 384 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 2633 members 
Mstep: Class 34 contains 183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65957888.000000 Penalty: 73876.734375
Iteration 97Q: 35 clusters Score -6.595789e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 14623 members 
Mstep: Class 3 contains 5724 members 
Mstep: Class 4 contains 10865 members 
Mstep: Class 5 contains 30650 members 
Mstep: Class 6 contains 129920 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 16019 members 
Mstep: Class 9 contains 7907 members 
Mstep: Class 10 contains 40529 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7149 members 
Mstep: Class 13 contains 10312 members 
Mstep: Class 14 contains 19136 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 3240 members 
Mstep: Class 17 contains 172508 members 
Mstep: Class 18 contains 10653 members 
Mstep: Class 19 contains 4508 members 
Mstep: Class 20 contains 1156 members 
Mstep: Class 21 contains 24768 members 
Mstep: Class 22 contains 5770 members 
Mstep: Class 23 contains 11896 members 
Mstep: Class 24 contains 17977 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 12372 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2180 members 
Mstep: Class 30 contains 25228 members 
Mstep: Class 31 contains 384 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 2634 members 
Mstep: Class 34 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65957988.000000 Penalty: 73876.734375
Iteration 98Q: 35 clusters Score -6.595799e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 14509 members 
Mstep: Class 3 contains 5574 members 
Mstep: Class 4 contains 10893 members 
Mstep: Class 5 contains 30659 members 
Mstep: Class 6 contains 129876 members 
Mstep: Class 7 contains 4432 members 
Mstep: Class 8 contains 16133 members 
Mstep: Class 9 contains 7917 members 
Mstep: Class 10 contains 40502 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7151 members 
Mstep: Class 13 contains 10327 members 
Mstep: Class 14 contains 19093 members 
Mstep: Class 15 contains 5366 members 
Mstep: Class 16 contains 3240 members 
Mstep: Class 17 contains 172395 members 
Mstep: Class 18 contains 10644 members 
Mstep: Class 19 contains 4506 members 
Mstep: Class 20 contains 1158 members 
Mstep: Class 21 contains 24767 members 
Mstep: Class 22 contains 5773 members 
Mstep: Class 23 contains 11835 members 
Mstep: Class 24 contains 17970 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 12481 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2180 members 
Mstep: Class 30 contains 25206 members 
Mstep: Class 31 contains 384 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 2638 members 
Mstep: Class 34 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958192.000000 Penalty: 73876.734375
Iteration 99Q: 35 clusters Score -6.595819e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 14394 members 
Mstep: Class 3 contains 5418 members 
Mstep: Class 4 contains 10931 members 
Mstep: Class 5 contains 30672 members 
Mstep: Class 6 contains 129817 members 
Mstep: Class 7 contains 4436 members 
Mstep: Class 8 contains 16244 members 
Mstep: Class 9 contains 7920 members 
Mstep: Class 10 contains 40456 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7162 members 
Mstep: Class 13 contains 10337 members 
Mstep: Class 14 contains 19073 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 172305 members 
Mstep: Class 18 contains 10638 members 
Mstep: Class 19 contains 4509 members 
Mstep: Class 20 contains 1159 members 
Mstep: Class 21 contains 24778 members 
Mstep: Class 22 contains 5773 members 
Mstep: Class 23 contains 11758 members 
Mstep: Class 24 contains 17964 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 12580 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2181 members 
Mstep: Class 30 contains 25177 members 
Mstep: Class 31 contains 384 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 2641 members 
Mstep: Class 34 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958268.000000 Penalty: 73876.734375
Iteration 100F: 35 clusters Score -6.595827e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 14288 members 
Mstep: Class 3 contains 5240 members 
Mstep: Class 4 contains 10962 members 
Mstep: Class 5 contains 30683 members 
Mstep: Class 6 contains 129771 members 
Mstep: Class 7 contains 4449 members 
Mstep: Class 8 contains 16362 members 
Mstep: Class 9 contains 7927 members 
Mstep: Class 10 contains 40418 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7154 members 
Mstep: Class 13 contains 10351 members 
Mstep: Class 14 contains 19050 members 
Mstep: Class 15 contains 5382 members 
Mstep: Class 16 contains 3241 members 
Mstep: Class 17 contains 172231 members 
Mstep: Class 18 contains 10631 members 
Mstep: Class 19 contains 4511 members 
Mstep: Class 20 contains 1167 members 
Mstep: Class 21 contains 24778 members 
Mstep: Class 22 contains 5771 members 
Mstep: Class 23 contains 11697 members 
Mstep: Class 24 contains 17943 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 12668 members 
Mstep: Class 28 contains 142 members 
Mstep: Class 29 contains 2183 members 
Mstep: Class 30 contains 25144 members 
Mstep: Class 31 contains 384 members 
Mstep: Class 32 contains 1433 members 
Mstep: Class 33 contains 2646 members 
Mstep: Class 34 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958316.000000 Penalty: 73876.734375
Iteration 101Q: 35 clusters Score -6.595832e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 14194 members 
Mstep: Class 3 contains 5067 members 
Mstep: Class 4 contains 10984 members 
Mstep: Class 5 contains 30693 members 
Mstep: Class 6 contains 129709 members 
Mstep: Class 7 contains 4453 members 
Mstep: Class 8 contains 16484 members 
Mstep: Class 9 contains 7940 members 
Mstep: Class 10 contains 40388 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7149 members 
Mstep: Class 13 contains 10359 members 
Mstep: Class 14 contains 19020 members 
Mstep: Class 15 contains 5388 members 
Mstep: Class 16 contains 3245 members 
Mstep: Class 17 contains 172152 members 
Mstep: Class 18 contains 10623 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 1173 members 
Mstep: Class 21 contains 24771 members 
Mstep: Class 22 contains 5770 members 
Mstep: Class 23 contains 11636 members 
Mstep: Class 24 contains 17934 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 12764 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 2186 members 
Mstep: Class 30 contains 25119 members 
Mstep: Class 31 contains 384 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 2650 members 
Mstep: Class 34 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958640.000000 Penalty: 73876.734375
Iteration 102Q: 35 clusters Score -6.595864e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 14103 members 
Mstep: Class 3 contains 4917 members 
Mstep: Class 4 contains 11005 members 
Mstep: Class 5 contains 30694 members 
Mstep: Class 6 contains 129617 members 
Mstep: Class 7 contains 4458 members 
Mstep: Class 8 contains 16613 members 
Mstep: Class 9 contains 7958 members 
Mstep: Class 10 contains 40356 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 10369 members 
Mstep: Class 14 contains 18993 members 
Mstep: Class 15 contains 5391 members 
Mstep: Class 16 contains 3250 members 
Mstep: Class 17 contains 172062 members 
Mstep: Class 18 contains 10616 members 
Mstep: Class 19 contains 4521 members 
Mstep: Class 20 contains 1179 members 
Mstep: Class 21 contains 24773 members 
Mstep: Class 22 contains 5769 members 
Mstep: Class 23 contains 11566 members 
Mstep: Class 24 contains 17927 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 12858 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2186 members 
Mstep: Class 30 contains 25103 members 
Mstep: Class 31 contains 384 members 
Mstep: Class 32 contains 1437 members 
Mstep: Class 33 contains 2653 members 
Mstep: Class 34 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65958812.000000 Penalty: 73876.734375
Iteration 103Q: 35 clusters Score -6.595881e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 4773 members 
Mstep: Class 4 contains 11044 members 
Mstep: Class 5 contains 30708 members 
Mstep: Class 6 contains 129542 members 
Mstep: Class 7 contains 4456 members 
Mstep: Class 8 contains 16759 members 
Mstep: Class 9 contains 7972 members 
Mstep: Class 10 contains 40313 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7149 members 
Mstep: Class 13 contains 10386 members 
Mstep: Class 14 contains 18948 members 
Mstep: Class 15 contains 5395 members 
Mstep: Class 16 contains 3257 members 
Mstep: Class 17 contains 171969 members 
Mstep: Class 18 contains 10612 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24766 members 
Mstep: Class 22 contains 5764 members 
Mstep: Class 23 contains 11491 members 
Mstep: Class 24 contains 17921 members 
Mstep: Class 25 contains 2123 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 12926 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2186 members 
Mstep: Class 30 contains 25096 members 
Mstep: Class 31 contains 384 members 
Mstep: Class 32 contains 1440 members 
Mstep: Class 33 contains 2652 members 
Mstep: Class 34 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959016.000000 Penalty: 73876.734375
Iteration 104Q: 35 clusters Score -6.595902e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 13986 members 
Mstep: Class 3 contains 4620 members 
Mstep: Class 4 contains 11075 members 
Mstep: Class 5 contains 30715 members 
Mstep: Class 6 contains 129480 members 
Mstep: Class 7 contains 4455 members 
Mstep: Class 8 contains 16925 members 
Mstep: Class 9 contains 7987 members 
Mstep: Class 10 contains 40275 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7160 members 
Mstep: Class 13 contains 10402 members 
Mstep: Class 14 contains 18921 members 
Mstep: Class 15 contains 5399 members 
Mstep: Class 16 contains 3267 members 
Mstep: Class 17 contains 171875 members 
Mstep: Class 18 contains 10600 members 
Mstep: Class 19 contains 4523 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24765 members 
Mstep: Class 22 contains 5762 members 
Mstep: Class 23 contains 11397 members 
Mstep: Class 24 contains 17900 members 
Mstep: Class 25 contains 2124 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 12980 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2186 members 
Mstep: Class 30 contains 25087 members 
Mstep: Class 31 contains 384 members 
Mstep: Class 32 contains 1439 members 
Mstep: Class 33 contains 2657 members 
Mstep: Class 34 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959116.000000 Penalty: 73876.734375
Iteration 105Q: 35 clusters Score -6.595912e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 13941 members 
Mstep: Class 3 contains 4483 members 
Mstep: Class 4 contains 11095 members 
Mstep: Class 5 contains 30727 members 
Mstep: Class 6 contains 129417 members 
Mstep: Class 7 contains 4456 members 
Mstep: Class 8 contains 17090 members 
Mstep: Class 9 contains 8003 members 
Mstep: Class 10 contains 40244 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7170 members 
Mstep: Class 13 contains 10416 members 
Mstep: Class 14 contains 18884 members 
Mstep: Class 15 contains 5402 members 
Mstep: Class 16 contains 3275 members 
Mstep: Class 17 contains 171788 members 
Mstep: Class 18 contains 10594 members 
Mstep: Class 19 contains 4521 members 
Mstep: Class 20 contains 1187 members 
Mstep: Class 21 contains 24769 members 
Mstep: Class 22 contains 5762 members 
Mstep: Class 23 contains 11297 members 
Mstep: Class 24 contains 17894 members 
Mstep: Class 25 contains 2124 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 13019 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2186 members 
Mstep: Class 30 contains 25065 members 
Mstep: Class 31 contains 384 members 
Mstep: Class 32 contains 1440 members 
Mstep: Class 33 contains 2658 members 
Mstep: Class 34 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959296.000000 Penalty: 73876.734375
Iteration 106Q: 35 clusters Score -6.59593e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 13906 members 
Mstep: Class 3 contains 4345 members 
Mstep: Class 4 contains 11113 members 
Mstep: Class 5 contains 30750 members 
Mstep: Class 6 contains 129342 members 
Mstep: Class 7 contains 4446 members 
Mstep: Class 8 contains 17231 members 
Mstep: Class 9 contains 8002 members 
Mstep: Class 10 contains 40213 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7176 members 
Mstep: Class 13 contains 10429 members 
Mstep: Class 14 contains 18856 members 
Mstep: Class 15 contains 5405 members 
Mstep: Class 16 contains 3281 members 
Mstep: Class 17 contains 171699 members 
Mstep: Class 18 contains 10591 members 
Mstep: Class 19 contains 4518 members 
Mstep: Class 20 contains 1188 members 
Mstep: Class 21 contains 24766 members 
Mstep: Class 22 contains 5759 members 
Mstep: Class 23 contains 11227 members 
Mstep: Class 24 contains 17895 members 
Mstep: Class 25 contains 2124 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 13060 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2185 members 
Mstep: Class 30 contains 25042 members 
Mstep: Class 31 contains 384 members 
Mstep: Class 32 contains 1448 members 
Mstep: Class 33 contains 2662 members 
Mstep: Class 34 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959364.000000 Penalty: 73876.734375
Iteration 107Q: 35 clusters Score -6.595936e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 13866 members 
Mstep: Class 3 contains 4198 members 
Mstep: Class 4 contains 11136 members 
Mstep: Class 5 contains 30768 members 
Mstep: Class 6 contains 129264 members 
Mstep: Class 7 contains 4440 members 
Mstep: Class 8 contains 17394 members 
Mstep: Class 9 contains 8005 members 
Mstep: Class 10 contains 40181 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7171 members 
Mstep: Class 13 contains 10440 members 
Mstep: Class 14 contains 18839 members 
Mstep: Class 15 contains 5409 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 171627 members 
Mstep: Class 18 contains 10583 members 
Mstep: Class 19 contains 4521 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 24774 members 
Mstep: Class 22 contains 5754 members 
Mstep: Class 23 contains 11111 members 
Mstep: Class 24 contains 17890 members 
Mstep: Class 25 contains 2124 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 13096 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2185 members 
Mstep: Class 30 contains 25019 members 
Mstep: Class 31 contains 384 members 
Mstep: Class 32 contains 1450 members 
Mstep: Class 33 contains 2668 members 
Mstep: Class 34 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959516.000000 Penalty: 73876.734375
Iteration 108Q: 35 clusters Score -6.595952e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 13839 members 
Mstep: Class 3 contains 4063 members 
Mstep: Class 4 contains 11164 members 
Mstep: Class 5 contains 30792 members 
Mstep: Class 6 contains 129181 members 
Mstep: Class 7 contains 4429 members 
Mstep: Class 8 contains 17531 members 
Mstep: Class 9 contains 8010 members 
Mstep: Class 10 contains 40141 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7166 members 
Mstep: Class 13 contains 10457 members 
Mstep: Class 14 contains 18814 members 
Mstep: Class 15 contains 5410 members 
Mstep: Class 16 contains 3292 members 
Mstep: Class 17 contains 171585 members 
Mstep: Class 18 contains 10575 members 
Mstep: Class 19 contains 4524 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 24777 members 
Mstep: Class 22 contains 5756 members 
Mstep: Class 23 contains 10993 members 
Mstep: Class 24 contains 17877 members 
Mstep: Class 25 contains 2125 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 13125 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2186 members 
Mstep: Class 30 contains 24990 members 
Mstep: Class 31 contains 384 members 
Mstep: Class 32 contains 1454 members 
Mstep: Class 33 contains 2674 members 
Mstep: Class 34 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959536.000000 Penalty: 73876.734375
Iteration 109Q: 35 clusters Score -6.595954e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 13816 members 
Mstep: Class 3 contains 3910 members 
Mstep: Class 4 contains 11190 members 
Mstep: Class 5 contains 30803 members 
Mstep: Class 6 contains 129101 members 
Mstep: Class 7 contains 4424 members 
Mstep: Class 8 contains 17678 members 
Mstep: Class 9 contains 8019 members 
Mstep: Class 10 contains 40103 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 10477 members 
Mstep: Class 14 contains 18776 members 
Mstep: Class 15 contains 5412 members 
Mstep: Class 16 contains 3295 members 
Mstep: Class 17 contains 171537 members 
Mstep: Class 18 contains 10572 members 
Mstep: Class 19 contains 4517 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 24783 members 
Mstep: Class 22 contains 5759 members 
Mstep: Class 23 contains 10873 members 
Mstep: Class 24 contains 17876 members 
Mstep: Class 25 contains 2125 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 13153 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2187 members 
Mstep: Class 30 contains 24961 members 
Mstep: Class 31 contains 384 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 2675 members 
Mstep: Class 34 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959664.000000 Penalty: 73876.734375
Iteration 110Q: 35 clusters Score -6.595966e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 13795 members 
Mstep: Class 3 contains 3761 members 
Mstep: Class 4 contains 11215 members 
Mstep: Class 5 contains 30811 members 
Mstep: Class 6 contains 129030 members 
Mstep: Class 7 contains 4416 members 
Mstep: Class 8 contains 17859 members 
Mstep: Class 9 contains 8034 members 
Mstep: Class 10 contains 40075 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7151 members 
Mstep: Class 13 contains 10490 members 
Mstep: Class 14 contains 18737 members 
Mstep: Class 15 contains 5418 members 
Mstep: Class 16 contains 3299 members 
Mstep: Class 17 contains 171475 members 
Mstep: Class 18 contains 10576 members 
Mstep: Class 19 contains 4519 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 24784 members 
Mstep: Class 22 contains 5761 members 
Mstep: Class 23 contains 10746 members 
Mstep: Class 24 contains 17870 members 
Mstep: Class 25 contains 2125 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 13179 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2189 members 
Mstep: Class 30 contains 24913 members 
Mstep: Class 31 contains 384 members 
Mstep: Class 32 contains 1461 members 
Mstep: Class 33 contains 2679 members 
Mstep: Class 34 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65959836.000000 Penalty: 73876.734375
Iteration 111Q: 35 clusters Score -6.595984e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 13756 members 
Mstep: Class 3 contains 3641 members 
Mstep: Class 4 contains 11243 members 
Mstep: Class 5 contains 30829 members 
Mstep: Class 6 contains 128944 members 
Mstep: Class 7 contains 4413 members 
Mstep: Class 8 contains 18052 members 
Mstep: Class 9 contains 8035 members 
Mstep: Class 10 contains 40044 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7144 members 
Mstep: Class 13 contains 10511 members 
Mstep: Class 14 contains 18688 members 
Mstep: Class 15 contains 5424 members 
Mstep: Class 16 contains 3304 members 
Mstep: Class 17 contains 171387 members 
Mstep: Class 18 contains 10581 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 24788 members 
Mstep: Class 22 contains 5762 members 
Mstep: Class 23 contains 10622 members 
Mstep: Class 24 contains 17868 members 
Mstep: Class 25 contains 2126 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 13211 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2190 members 
Mstep: Class 30 contains 24873 members 
Mstep: Class 31 contains 384 members 
Mstep: Class 32 contains 1461 members 
Mstep: Class 33 contains 2679 members 
Mstep: Class 34 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960056.000000 Penalty: 73876.734375
Iteration 112Q: 35 clusters Score -6.596006e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 13740 members 
Mstep: Class 3 contains 3530 members 
Mstep: Class 4 contains 11276 members 
Mstep: Class 5 contains 30848 members 
Mstep: Class 6 contains 128868 members 
Mstep: Class 7 contains 4410 members 
Mstep: Class 8 contains 18271 members 
Mstep: Class 9 contains 8034 members 
Mstep: Class 10 contains 40012 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7129 members 
Mstep: Class 13 contains 10529 members 
Mstep: Class 14 contains 18644 members 
Mstep: Class 15 contains 5432 members 
Mstep: Class 16 contains 3311 members 
Mstep: Class 17 contains 171324 members 
Mstep: Class 18 contains 10585 members 
Mstep: Class 19 contains 4526 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 24787 members 
Mstep: Class 22 contains 5768 members 
Mstep: Class 23 contains 10486 members 
Mstep: Class 24 contains 17865 members 
Mstep: Class 25 contains 2126 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 13230 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2192 members 
Mstep: Class 30 contains 24825 members 
Mstep: Class 31 contains 384 members 
Mstep: Class 32 contains 1461 members 
Mstep: Class 33 contains 2679 members 
Mstep: Class 34 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960264.000000 Penalty: 73876.734375
Iteration 113Q: 35 clusters Score -6.596026e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 13717 members 
Mstep: Class 3 contains 3431 members 
Mstep: Class 4 contains 11300 members 
Mstep: Class 5 contains 30861 members 
Mstep: Class 6 contains 128784 members 
Mstep: Class 7 contains 4408 members 
Mstep: Class 8 contains 18502 members 
Mstep: Class 9 contains 8036 members 
Mstep: Class 10 contains 39981 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7123 members 
Mstep: Class 13 contains 10555 members 
Mstep: Class 14 contains 18604 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 171262 members 
Mstep: Class 18 contains 10582 members 
Mstep: Class 19 contains 4524 members 
Mstep: Class 20 contains 1190 members 
Mstep: Class 21 contains 24778 members 
Mstep: Class 22 contains 5772 members 
Mstep: Class 23 contains 10329 members 
Mstep: Class 24 contains 17868 members 
Mstep: Class 25 contains 2126 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 13251 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2194 members 
Mstep: Class 30 contains 24793 members 
Mstep: Class 31 contains 384 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 2679 members 
Mstep: Class 34 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960308.000000 Penalty: 73876.734375
Iteration 114Q: 35 clusters Score -6.596031e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 11322 members 
Mstep: Class 5 contains 30873 members 
Mstep: Class 6 contains 128695 members 
Mstep: Class 7 contains 4410 members 
Mstep: Class 8 contains 18747 members 
Mstep: Class 9 contains 8036 members 
Mstep: Class 10 contains 39955 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7121 members 
Mstep: Class 13 contains 10580 members 
Mstep: Class 14 contains 18571 members 
Mstep: Class 15 contains 5445 members 
Mstep: Class 16 contains 3323 members 
Mstep: Class 17 contains 171205 members 
Mstep: Class 18 contains 10580 members 
Mstep: Class 19 contains 4519 members 
Mstep: Class 20 contains 1190 members 
Mstep: Class 21 contains 24769 members 
Mstep: Class 22 contains 5775 members 
Mstep: Class 23 contains 10150 members 
Mstep: Class 24 contains 17872 members 
Mstep: Class 25 contains 2126 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 13272 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2194 members 
Mstep: Class 30 contains 24762 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 1456 members 
Mstep: Class 33 contains 2678 members 
Mstep: Class 34 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960492.000000 Penalty: 73876.734375
Iteration 115Q: 35 clusters Score -6.596049e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 13665 members 
Mstep: Class 3 contains 3255 members 
Mstep: Class 4 contains 11339 members 
Mstep: Class 5 contains 30891 members 
Mstep: Class 6 contains 128634 members 
Mstep: Class 7 contains 4410 members 
Mstep: Class 8 contains 18987 members 
Mstep: Class 9 contains 8040 members 
Mstep: Class 10 contains 39939 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7117 members 
Mstep: Class 13 contains 10595 members 
Mstep: Class 14 contains 18543 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 3325 members 
Mstep: Class 17 contains 171146 members 
Mstep: Class 18 contains 10575 members 
Mstep: Class 19 contains 4517 members 
Mstep: Class 20 contains 1190 members 
Mstep: Class 21 contains 24755 members 
Mstep: Class 22 contains 5777 members 
Mstep: Class 23 contains 9978 members 
Mstep: Class 24 contains 17861 members 
Mstep: Class 25 contains 2126 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 13289 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2195 members 
Mstep: Class 30 contains 24735 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 2678 members 
Mstep: Class 34 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960624.000000 Penalty: 73876.734375
Iteration 116Q: 35 clusters Score -6.596062e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 13652 members 
Mstep: Class 3 contains 3134 members 
Mstep: Class 4 contains 11356 members 
Mstep: Class 5 contains 30911 members 
Mstep: Class 6 contains 128571 members 
Mstep: Class 7 contains 4410 members 
Mstep: Class 8 contains 19251 members 
Mstep: Class 9 contains 8052 members 
Mstep: Class 10 contains 39915 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7119 members 
Mstep: Class 13 contains 10608 members 
Mstep: Class 14 contains 18518 members 
Mstep: Class 15 contains 5456 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 171087 members 
Mstep: Class 18 contains 10571 members 
Mstep: Class 19 contains 4510 members 
Mstep: Class 20 contains 1190 members 
Mstep: Class 21 contains 24757 members 
Mstep: Class 22 contains 5780 members 
Mstep: Class 23 contains 9777 members 
Mstep: Class 24 contains 17856 members 
Mstep: Class 25 contains 2126 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 13298 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2194 members 
Mstep: Class 30 contains 24713 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 1455 members 
Mstep: Class 33 contains 2679 members 
Mstep: Class 34 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960752.000000 Penalty: 73876.734375
Iteration 117Q: 35 clusters Score -6.596075e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 13638 members 
Mstep: Class 3 contains 3029 members 
Mstep: Class 4 contains 11368 members 
Mstep: Class 5 contains 30931 members 
Mstep: Class 6 contains 128502 members 
Mstep: Class 7 contains 4407 members 
Mstep: Class 8 contains 19530 members 
Mstep: Class 9 contains 8057 members 
Mstep: Class 10 contains 39897 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7120 members 
Mstep: Class 13 contains 10622 members 
Mstep: Class 14 contains 18493 members 
Mstep: Class 15 contains 5458 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 171015 members 
Mstep: Class 18 contains 10567 members 
Mstep: Class 19 contains 4508 members 
Mstep: Class 20 contains 1190 members 
Mstep: Class 21 contains 24754 members 
Mstep: Class 22 contains 5784 members 
Mstep: Class 23 contains 9581 members 
Mstep: Class 24 contains 17853 members 
Mstep: Class 25 contains 2126 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 13313 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2194 members 
Mstep: Class 30 contains 24690 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 1455 members 
Mstep: Class 33 contains 2679 members 
Mstep: Class 34 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65960808.000000 Penalty: 73876.734375
Iteration 118Q: 35 clusters Score -6.596081e+07 nChanged 884
Entering ConstructFrom: 
Score: -65960808.000000 Penalty: 73876.734375
Entering ConstructFrom: 
Trying to split cluster 1 (43339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Entering Unmasked Estep 
Score: -4279105.500000 Penalty: 1734.981323
	Iteration 0F: 2 clusters Score -4279106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -4249992.000000 Penalty: 3469.962646
	Iteration 0F: 3 clusters Score -4249992 nChanged 20265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -4262440.000000 Penalty: 3469.962646
	Iteration 1F: 3 clusters Score -4262440 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -4263511.000000 Penalty: 3469.962646
	Iteration 2F: 3 clusters Score -4263511 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -4264666.500000 Penalty: 3469.962646
	Iteration 3F: 3 clusters Score -4264666 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -4265801.500000 Penalty: 3469.962646
	Iteration 4F: 3 clusters Score -4265802 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -4267001.500000 Penalty: 3469.962646
	Iteration 5F: 3 clusters Score -4267002 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -4268227.500000 Penalty: 3469.962646
	Iteration 6F: 3 clusters Score -4268228 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -4269533.500000 Penalty: 3469.962646
	Iteration 7F: 3 clusters Score -4269534 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -4270871.500000 Penalty: 3469.962646
	Iteration 8F: 3 clusters Score -4270872 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -4271964.000000 Penalty: 3469.962646
	Iteration 9Q: 3 clusters Score -4271964 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -4272631.500000 Penalty: 3469.962646
	Iteration 10Q: 3 clusters Score -4272632 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -4272957.000000 Penalty: 3469.962646
	Iteration 11Q: 3 clusters Score -4272957 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -4273155.000000 Penalty: 3469.962646
	Iteration 12Q: 3 clusters Score -4273155 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -4273269.500000 Penalty: 3469.962646
	Iteration 13Q: 3 clusters Score -4273270 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -4273385.000000 Penalty: 3469.962646
	Iteration 14Q: 3 clusters Score -4273385 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -4273469.500000 Penalty: 3469.962646
	Iteration 15Q: 3 clusters Score -4273470 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -4273525.000000 Penalty: 3469.962646
	Iteration 16Q: 3 clusters Score -4273525 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -4273579.000000 Penalty: 3469.962646
	Iteration 17Q: 3 clusters Score -4273579 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -4273644.000000 Penalty: 3469.962646
	Iteration 18Q: 3 clusters Score -4273644 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -4273684.500000 Penalty: 3469.962646
	Iteration 19Q: 3 clusters Score -4273684 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -4273727.000000 Penalty: 3469.962646
	Iteration 20F: 3 clusters Score -4273727 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -4273762.000000 Penalty: 3469.962646
	Iteration 21Q: 3 clusters Score -4273762 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -4273796.500000 Penalty: 3469.962646
	Iteration 22Q: 3 clusters Score -4273796 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -4273844.000000 Penalty: 3469.962646
	Iteration 23Q: 3 clusters Score -4273844 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -4273858.000000 Penalty: 3469.962646
	Iteration 24Q: 3 clusters Score -4273858 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -4273857.000000 Penalty: 3469.962646
	Iteration 25Q: 3 clusters Score -4273857 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -4273889.500000 Penalty: 3469.962646
	Iteration 26Q: 3 clusters Score -4273890 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -4273914.000000 Penalty: 3469.962646
	Iteration 27Q: 3 clusters Score -4273914 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -4273925.000000 Penalty: 3469.962646
	Iteration 28Q: 3 clusters Score -4273925 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -4273935.000000 Penalty: 3469.962646
	Iteration 29Q: 3 clusters Score -4273935 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -4273973.000000 Penalty: 3469.962646
	Iteration 30Q: 3 clusters Score -4273973 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -4273990.500000 Penalty: 3469.962646
	Iteration 31Q: 3 clusters Score -4273990 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -4274002.500000 Penalty: 3469.962646
	Iteration 32Q: 3 clusters Score -4274002 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -4274015.500000 Penalty: 3469.962646
	Iteration 33Q: 3 clusters Score -4274016 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -4274028.000000 Penalty: 3469.962646
	Iteration 34Q: 3 clusters Score -4274028 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -4274052.000000 Penalty: 3469.962646
	Iteration 35Q: 3 clusters Score -4274052 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -4274064.500000 Penalty: 3469.962646
	Iteration 36Q: 3 clusters Score -4274064 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -4274072.500000 Penalty: 3469.962646
	Iteration 37Q: 3 clusters Score -4274072 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -4274099.500000 Penalty: 3469.962646
	Iteration 38Q: 3 clusters Score -4274100 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -4274105.500000 Penalty: 3469.962646
	Iteration 39Q: 3 clusters Score -4274106 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -4274107.000000 Penalty: 3469.962646
	Iteration 40F: 3 clusters Score -4274107 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -4274105.500000 Penalty: 3469.962646
	Iteration 41Q: 3 clusters Score -4274106 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -4274114.000000 Penalty: 3469.962646
	Iteration 42Q: 3 clusters Score -4274114 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -4274133.000000 Penalty: 3469.962646
	Iteration 43Q: 3 clusters Score -4274133 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -4274158.000000 Penalty: 3469.962646
	Iteration 44Q: 3 clusters Score -4274158 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -4274158.000000 Penalty: 3469.962646
	Iteration 45Q: 3 clusters Score -4274158 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -4274165.000000 Penalty: 3469.962646
	Iteration 46Q: 3 clusters Score -4274165 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -4274158.000000 Penalty: 3469.962646
	Iteration 47Q: 3 clusters Score -4274158 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -4274161.500000 Penalty: 3469.962646
	Iteration 48Q: 3 clusters Score -4274162 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -4274179.500000 Penalty: 3469.962646
	Iteration 49Q: 3 clusters Score -4274180 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -4274204.000000 Penalty: 3469.962646
	Iteration 50Q: 3 clusters Score -4274204 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -4274216.500000 Penalty: 3469.962646
	Iteration 51Q: 3 clusters Score -4274216 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -4274237.500000 Penalty: 3469.962646
	Iteration 52Q: 3 clusters Score -4274238 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -4274256.500000 Penalty: 3469.962646
	Iteration 53Q: 3 clusters Score -4274256 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -4274267.500000 Penalty: 3469.962646
	Iteration 54Q: 3 clusters Score -4274268 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -4274274.500000 Penalty: 3469.962646
	Iteration 55Q: 3 clusters Score -4274274 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -4274284.000000 Penalty: 3469.962646
	Iteration 56Q: 3 clusters Score -4274284 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -4274310.000000 Penalty: 3469.962646
	Iteration 57Q: 3 clusters Score -4274310 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -4274329.500000 Penalty: 3469.962646
	Iteration 58Q: 3 clusters Score -4274330 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -4274358.000000 Penalty: 3469.962646
	Iteration 59Q: 3 clusters Score -4274358 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -4274371.000000 Penalty: 3469.962646
	Iteration 60F: 3 clusters Score -4274371 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -4274370.500000 Penalty: 3469.962646
	Iteration 61Q: 3 clusters Score -4274370 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -4274395.000000 Penalty: 3469.962646
	Iteration 62Q: 3 clusters Score -4274395 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -4274436.500000 Penalty: 3469.962646
	Iteration 63Q: 3 clusters Score -4274436 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -4274472.500000 Penalty: 3469.962646
	Iteration 64Q: 3 clusters Score -4274472 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -4274517.000000 Penalty: 3469.962646
	Iteration 65Q: 3 clusters Score -4274517 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -4274553.500000 Penalty: 3469.962646
	Iteration 66Q: 3 clusters Score -4274554 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -4274601.500000 Penalty: 3469.962646
	Iteration 67Q: 3 clusters Score -4274602 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -4274634.000000 Penalty: 3469.962646
	Iteration 68Q: 3 clusters Score -4274634 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -4274677.000000 Penalty: 3469.962646
	Iteration 69Q: 3 clusters Score -4274677 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -4274748.500000 Penalty: 3469.962646
	Iteration 70Q: 3 clusters Score -4274748 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -4274801.000000 Penalty: 3469.962646
	Iteration 71Q: 3 clusters Score -4274801 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -4274870.500000 Penalty: 3469.962646
	Iteration 72Q: 3 clusters Score -4274870 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -4274918.500000 Penalty: 3469.962646
	Iteration 73Q: 3 clusters Score -4274918 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -4274952.500000 Penalty: 3469.962646
	Iteration 74Q: 3 clusters Score -4274952 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -4275034.500000 Penalty: 3469.962646
	Iteration 75Q: 3 clusters Score -4275034 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -4275120.000000 Penalty: 3469.962646
	Iteration 76Q: 3 clusters Score -4275120 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -4275169.500000 Penalty: 3469.962646
	Iteration 77Q: 3 clusters Score -4275170 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -4275250.500000 Penalty: 3469.962646
	Iteration 78Q: 3 clusters Score -4275250 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -4275339.500000 Penalty: 3469.962646
	Iteration 79Q: 3 clusters Score -4275340 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -4275454.500000 Penalty: 3469.962646
	Iteration 80F: 3 clusters Score -4275454 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -4275604.000000 Penalty: 3469.962646
	Iteration 81Q: 3 clusters Score -4275604 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -4275749.500000 Penalty: 3469.962646
	Iteration 82Q: 3 clusters Score -4275750 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -4275920.000000 Penalty: 3469.962646
	Iteration 83Q: 3 clusters Score -4275920 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -4276149.000000 Penalty: 3469.962646
	Iteration 84Q: 3 clusters Score -4276149 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -4276367.000000 Penalty: 3469.962646
	Iteration 85Q: 3 clusters Score -4276367 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -4276617.000000 Penalty: 3469.962646
	Iteration 86Q: 3 clusters Score -4276617 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -4276860.000000 Penalty: 3469.962646
	Iteration 87Q: 3 clusters Score -4276860 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -4277087.000000 Penalty: 3469.962646
	Iteration 88Q: 3 clusters Score -4277087 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -4277342.000000 Penalty: 3469.962646
	Iteration 89Q: 3 clusters Score -4277342 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -4277604.500000 Penalty: 3469.962646
	Iteration 90Q: 3 clusters Score -4277604 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -4277859.500000 Penalty: 3469.962646
	Iteration 91Q: 3 clusters Score -4277860 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -4278062.000000 Penalty: 3469.962646
	Iteration 92Q: 3 clusters Score -4278062 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -4278235.000000 Penalty: 3469.962646
	Iteration 93Q: 3 clusters Score -4278235 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -4278357.000000 Penalty: 3469.962646
	Iteration 94Q: 3 clusters Score -4278357 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -4278447.000000 Penalty: 3469.962646
	Iteration 95Q: 3 clusters Score -4278447 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -4278510.500000 Penalty: 3469.962646
	Iteration 96Q: 3 clusters Score -4278510 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4278584.000000 Penalty: 3469.962646
	Iteration 97Q: 3 clusters Score -4278584 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4278613.500000 Penalty: 3469.962646
	Iteration 98Q: 3 clusters Score -4278614 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -4278643.500000 Penalty: 3469.962646
	Iteration 99Q: 3 clusters Score -4278644 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4278667.000000 Penalty: 3469.962646
	Iteration 100F: 3 clusters Score -4278667 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4278679.500000 Penalty: 3469.962646
	Iteration 101Q: 3 clusters Score -4278680 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4278699.500000 Penalty: 3469.962646
	Iteration 102Q: 3 clusters Score -4278700 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -4278712.500000 Penalty: 3469.962646
	Iteration 103Q: 3 clusters Score -4278712 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4278729.000000 Penalty: 3469.962646
	Iteration 104Q: 3 clusters Score -4278729 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4278744.000000 Penalty: 3469.962646
	Iteration 105Q: 3 clusters Score -4278744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4278751.500000 Penalty: 3469.962646
	Iteration 106Q: 3 clusters Score -4278752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4278750.000000 Penalty: 3469.962646
	Iteration 107Q: 3 clusters Score -4278750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4278759.000000 Penalty: 3469.962646
	Iteration 108Q: 3 clusters Score -4278759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4278750.000000 Penalty: 3469.962646
	Iteration 109Q: 3 clusters Score -4278750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4278756.500000 Penalty: 3469.962646
	Iteration 110Q: 3 clusters Score -4278756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4278756.000000 Penalty: 3469.962646
	Iteration 111Q: 3 clusters Score -4278756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4278762.500000 Penalty: 3469.962646
	Iteration 112Q: 3 clusters Score -4278762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4278758.500000 Penalty: 3469.962646
	Iteration 113Q: 3 clusters Score -4278758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4278766.500000 Penalty: 3469.962646
	Iteration 114Q: 3 clusters Score -4278766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4278764.500000 Penalty: 3469.962646
	Iteration 115Q: 3 clusters Score -4278764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4278765.500000 Penalty: 3469.962646
	Iteration 116Q: 3 clusters Score -4278766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4278762.500000 Penalty: 3469.962646
	Iteration 117Q: 3 clusters Score -4278762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4278762.500000 Penalty: 3469.962646
	Iteration 118Q: 3 clusters Score -4278762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -4278765.000000 Penalty: 3469.962646
	Iteration 119Q: 3 clusters Score -4278765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -4278767.500000 Penalty: 3469.962646
	Iteration 120F: 3 clusters Score -4278768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4278768.500000 Penalty: 3469.962646
	Iteration 121Q: 3 clusters Score -4278768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4278768.500000 Penalty: 3469.962646
	Iteration 122F: 3 clusters Score -4278768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Entering Unmasked Estep 
Score: -1416458.500000 Penalty: 1546.861572
	Iteration 0F: 2 clusters Score -1416458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1406870.250000 Penalty: 3093.723145
	Iteration 0F: 3 clusters Score -1406870 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1410057.750000 Penalty: 3093.723145
	Iteration 1F: 3 clusters Score -1410058 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1410381.000000 Penalty: 3093.723145
	Iteration 2F: 3 clusters Score -1410381 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1410666.750000 Penalty: 3093.723145
	Iteration 3Q: 3 clusters Score -1410667 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1410970.250000 Penalty: 3093.723145
	Iteration 4Q: 3 clusters Score -1410970 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1411272.125000 Penalty: 3093.723145
	Iteration 5Q: 3 clusters Score -1411272 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1411561.875000 Penalty: 3093.723145
	Iteration 6Q: 3 clusters Score -1411562 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1411860.875000 Penalty: 3093.723145
	Iteration 7Q: 3 clusters Score -1411861 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1412154.250000 Penalty: 3093.723145
	Iteration 8Q: 3 clusters Score -1412154 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1412450.625000 Penalty: 3093.723145
	Iteration 9Q: 3 clusters Score -1412451 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1412742.750000 Penalty: 3093.723145
	Iteration 10Q: 3 clusters Score -1412743 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1413051.500000 Penalty: 3093.723145
	Iteration 11Q: 3 clusters Score -1413052 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1413346.750000 Penalty: 3093.723145
	Iteration 12Q: 3 clusters Score -1413347 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1413603.125000 Penalty: 3093.723145
	Iteration 13Q: 3 clusters Score -1413603 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1413811.625000 Penalty: 3093.723145
	Iteration 14Q: 3 clusters Score -1413812 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1413982.000000 Penalty: 3093.723145
	Iteration 15Q: 3 clusters Score -1413982 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1414104.250000 Penalty: 3093.723145
	Iteration 16Q: 3 clusters Score -1414104 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1414211.625000 Penalty: 3093.723145
	Iteration 17Q: 3 clusters Score -1414212 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1414332.250000 Penalty: 3093.723145
	Iteration 18Q: 3 clusters Score -1414332 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1414439.375000 Penalty: 3093.723145
	Iteration 19Q: 3 clusters Score -1414439 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1414530.875000 Penalty: 3093.723145
	Iteration 20F: 3 clusters Score -1414531 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1414621.000000 Penalty: 3093.723145
	Iteration 21Q: 3 clusters Score -1414621 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1414700.125000 Penalty: 3093.723145
	Iteration 22Q: 3 clusters Score -1414700 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1414773.500000 Penalty: 3093.723145
	Iteration 23Q: 3 clusters Score -1414774 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1414838.375000 Penalty: 3093.723145
	Iteration 24Q: 3 clusters Score -1414838 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1414906.750000 Penalty: 3093.723145
	Iteration 25Q: 3 clusters Score -1414907 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1414976.250000 Penalty: 3093.723145
	Iteration 26Q: 3 clusters Score -1414976 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1415027.375000 Penalty: 3093.723145
	Iteration 27Q: 3 clusters Score -1415027 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1415073.500000 Penalty: 3093.723145
	Iteration 28Q: 3 clusters Score -1415074 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1415118.375000 Penalty: 3093.723145
	Iteration 29Q: 3 clusters Score -1415118 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1415142.500000 Penalty: 3093.723145
	Iteration 30Q: 3 clusters Score -1415142 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1415171.500000 Penalty: 3093.723145
	Iteration 31Q: 3 clusters Score -1415172 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1415186.875000 Penalty: 3093.723145
	Iteration 32Q: 3 clusters Score -1415187 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1415205.125000 Penalty: 3093.723145
	Iteration 33Q: 3 clusters Score -1415205 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1415222.875000 Penalty: 3093.723145
	Iteration 34Q: 3 clusters Score -1415223 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1415251.375000 Penalty: 3093.723145
	Iteration 35Q: 3 clusters Score -1415251 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1415275.875000 Penalty: 3093.723145
	Iteration 36Q: 3 clusters Score -1415276 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1415298.375000 Penalty: 3093.723145
	Iteration 37Q: 3 clusters Score -1415298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1415307.750000 Penalty: 3093.723145
	Iteration 38Q: 3 clusters Score -1415308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1415315.875000 Penalty: 3093.723145
	Iteration 39Q: 3 clusters Score -1415316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1415325.250000 Penalty: 3093.723145
	Iteration 40F: 3 clusters Score -1415325 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1415339.125000 Penalty: 3093.723145
	Iteration 41Q: 3 clusters Score -1415339 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1415348.375000 Penalty: 3093.723145
	Iteration 42Q: 3 clusters Score -1415348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1415356.000000 Penalty: 3093.723145
	Iteration 43Q: 3 clusters Score -1415356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1415358.625000 Penalty: 3093.723145
	Iteration 44Q: 3 clusters Score -1415359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1415363.875000 Penalty: 3093.723145
	Iteration 45Q: 3 clusters Score -1415364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1415370.125000 Penalty: 3093.723145
	Iteration 46Q: 3 clusters Score -1415370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1415372.250000 Penalty: 3093.723145
	Iteration 47Q: 3 clusters Score -1415372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1415372.625000 Penalty: 3093.723145
	Iteration 48Q: 3 clusters Score -1415373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1415374.750000 Penalty: 3093.723145
	Iteration 49Q: 3 clusters Score -1415375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1415373.250000 Penalty: 3093.723145
	Iteration 50Q: 3 clusters Score -1415373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1415375.125000 Penalty: 3093.723145
	Iteration 51Q: 3 clusters Score -1415375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1415376.875000 Penalty: 3093.723145
	Iteration 52Q: 3 clusters Score -1415377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1415377.375000 Penalty: 3093.723145
	Iteration 53Q: 3 clusters Score -1415377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1415380.875000 Penalty: 3093.723145
	Iteration 54Q: 3 clusters Score -1415381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1415383.875000 Penalty: 3093.723145
	Iteration 55Q: 3 clusters Score -1415384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1415383.875000 Penalty: 3093.723145
	Iteration 56F: 3 clusters Score -1415384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Entering Unmasked Estep 
Score: -284254.312500 Penalty: 1296.753784
	Iteration 0F: 2 clusters Score -284254.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -281579.218750 Penalty: 2593.507568
	Iteration 0F: 3 clusters Score -281579.2 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -282276.343750 Penalty: 2593.507568
	Iteration 1F: 3 clusters Score -282276.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -282471.281250 Penalty: 2593.507568
	Iteration 2F: 3 clusters Score -282471.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -282600.187500 Penalty: 2593.507568
	Iteration 3F: 3 clusters Score -282600.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -282688.531250 Penalty: 2593.507568
	Iteration 4Q: 3 clusters Score -282688.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -282758.468750 Penalty: 2593.507568
	Iteration 5Q: 3 clusters Score -282758.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -282807.781250 Penalty: 2593.507568
	Iteration 6Q: 3 clusters Score -282807.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -282847.125000 Penalty: 2593.507568
	Iteration 7Q: 3 clusters Score -282847.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -282879.343750 Penalty: 2593.507568
	Iteration 8Q: 3 clusters Score -282879.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -282910.968750 Penalty: 2593.507568
	Iteration 9Q: 3 clusters Score -282911 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -282936.281250 Penalty: 2593.507568
	Iteration 10Q: 3 clusters Score -282936.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -282959.156250 Penalty: 2593.507568
	Iteration 11Q: 3 clusters Score -282959.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -282979.093750 Penalty: 2593.507568
	Iteration 12Q: 3 clusters Score -282979.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -282992.218750 Penalty: 2593.507568
	Iteration 13Q: 3 clusters Score -282992.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -283004.750000 Penalty: 2593.507568
	Iteration 14Q: 3 clusters Score -283004.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -283022.437500 Penalty: 2593.507568
	Iteration 15Q: 3 clusters Score -283022.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -283038.843750 Penalty: 2593.507568
	Iteration 16Q: 3 clusters Score -283038.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -283052.468750 Penalty: 2593.507568
	Iteration 17Q: 3 clusters Score -283052.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -283062.500000 Penalty: 2593.507568
	Iteration 18Q: 3 clusters Score -283062.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -283071.093750 Penalty: 2593.507568
	Iteration 19Q: 3 clusters Score -283071.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -283077.812500 Penalty: 2593.507568
	Iteration 20F: 3 clusters Score -283077.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -283082.187500 Penalty: 2593.507568
	Iteration 21Q: 3 clusters Score -283082.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -283086.343750 Penalty: 2593.507568
	Iteration 22Q: 3 clusters Score -283086.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -283091.593750 Penalty: 2593.507568
	Iteration 23Q: 3 clusters Score -283091.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -283095.093750 Penalty: 2593.507568
	Iteration 24Q: 3 clusters Score -283095.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -283099.656250 Penalty: 2593.507568
	Iteration 25Q: 3 clusters Score -283099.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -283102.187500 Penalty: 2593.507568
	Iteration 26Q: 3 clusters Score -283102.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -283104.968750 Penalty: 2593.507568
	Iteration 27Q: 3 clusters Score -283105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -283107.343750 Penalty: 2593.507568
	Iteration 28Q: 3 clusters Score -283107.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -283113.750000 Penalty: 2593.507568
	Iteration 29Q: 3 clusters Score -283113.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -283118.750000 Penalty: 2593.507568
	Iteration 30Q: 3 clusters Score -283118.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -283124.093750 Penalty: 2593.507568
	Iteration 31Q: 3 clusters Score -283124.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -283130.343750 Penalty: 2593.507568
	Iteration 32Q: 3 clusters Score -283130.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -283134.968750 Penalty: 2593.507568
	Iteration 33Q: 3 clusters Score -283135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -283142.625000 Penalty: 2593.507568
	Iteration 34Q: 3 clusters Score -283142.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -283155.625000 Penalty: 2593.507568
	Iteration 35Q: 3 clusters Score -283155.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -283169.812500 Penalty: 2593.507568
	Iteration 36Q: 3 clusters Score -283169.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -283186.312500 Penalty: 2593.507568
	Iteration 37Q: 3 clusters Score -283186.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -283196.968750 Penalty: 2593.507568
	Iteration 38Q: 3 clusters Score -283197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -283205.343750 Penalty: 2593.507568
	Iteration 39Q: 3 clusters Score -283205.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -283211.906250 Penalty: 2593.507568
	Iteration 40F: 3 clusters Score -283211.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -283223.156250 Penalty: 2593.507568
	Iteration 41Q: 3 clusters Score -283223.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -283238.781250 Penalty: 2593.507568
	Iteration 42Q: 3 clusters Score -283238.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -283247.343750 Penalty: 2593.507568
	Iteration 43Q: 3 clusters Score -283247.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -283252.093750 Penalty: 2593.507568
	Iteration 44Q: 3 clusters Score -283252.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -283254.906250 Penalty: 2593.507568
	Iteration 45Q: 3 clusters Score -283254.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -283259.250000 Penalty: 2593.507568
	Iteration 46Q: 3 clusters Score -283259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -283260.625000 Penalty: 2593.507568
	Iteration 47Q: 3 clusters Score -283260.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -283267.781250 Penalty: 2593.507568
	Iteration 48Q: 3 clusters Score -283267.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -283271.656250 Penalty: 2593.507568
	Iteration 49Q: 3 clusters Score -283271.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -283272.343750 Penalty: 2593.507568
	Iteration 50Q: 3 clusters Score -283272.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -283272.718750 Penalty: 2593.507568
	Iteration 51Q: 3 clusters Score -283272.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -283272.718750 Penalty: 2593.507568
	Iteration 52F: 3 clusters Score -283272.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Entering Unmasked Estep 
Score: -1204768.250000 Penalty: 1517.701416
	Iteration 0F: 2 clusters Score -1204768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1196666.250000 Penalty: 3035.402832
	Iteration 0F: 3 clusters Score -1196666 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1199391.875000 Penalty: 3035.402832
	Iteration 1F: 3 clusters Score -1199392 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1199678.625000 Penalty: 3035.402832
	Iteration 2F: 3 clusters Score -1199679 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1200012.625000 Penalty: 3035.402832
	Iteration 3F: 3 clusters Score -1200013 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1200468.750000 Penalty: 3035.402832
	Iteration 4F: 3 clusters Score -1200469 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1201038.875000 Penalty: 3035.402832
	Iteration 5F: 3 clusters Score -1201039 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1201630.250000 Penalty: 3035.402832
	Iteration 6F: 3 clusters Score -1201630 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1202186.125000 Penalty: 3035.402832
	Iteration 7F: 3 clusters Score -1202186 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1202626.625000 Penalty: 3035.402832
	Iteration 8F: 3 clusters Score -1202627 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1202942.250000 Penalty: 3035.402832
	Iteration 9Q: 3 clusters Score -1202942 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1203147.375000 Penalty: 3035.402832
	Iteration 10Q: 3 clusters Score -1203147 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1203248.875000 Penalty: 3035.402832
	Iteration 11Q: 3 clusters Score -1203249 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1203308.750000 Penalty: 3035.402832
	Iteration 12Q: 3 clusters Score -1203309 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1203360.500000 Penalty: 3035.402832
	Iteration 13Q: 3 clusters Score -1203360 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1203395.250000 Penalty: 3035.402832
	Iteration 14Q: 3 clusters Score -1203395 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1203420.125000 Penalty: 3035.402832
	Iteration 15Q: 3 clusters Score -1203420 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1203435.875000 Penalty: 3035.402832
	Iteration 16Q: 3 clusters Score -1203436 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1203457.750000 Penalty: 3035.402832
	Iteration 17Q: 3 clusters Score -1203458 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1203472.625000 Penalty: 3035.402832
	Iteration 18Q: 3 clusters Score -1203473 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1203490.000000 Penalty: 3035.402832
	Iteration 19Q: 3 clusters Score -1203490 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1203507.625000 Penalty: 3035.402832
	Iteration 20F: 3 clusters Score -1203508 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1203515.500000 Penalty: 3035.402832
	Iteration 21Q: 3 clusters Score -1203516 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1203531.875000 Penalty: 3035.402832
	Iteration 22Q: 3 clusters Score -1203532 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1203544.500000 Penalty: 3035.402832
	Iteration 23Q: 3 clusters Score -1203544 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1203560.625000 Penalty: 3035.402832
	Iteration 24Q: 3 clusters Score -1203561 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1203582.000000 Penalty: 3035.402832
	Iteration 25Q: 3 clusters Score -1203582 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1203600.250000 Penalty: 3035.402832
	Iteration 26Q: 3 clusters Score -1203600 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1203626.250000 Penalty: 3035.402832
	Iteration 27Q: 3 clusters Score -1203626 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1203650.750000 Penalty: 3035.402832
	Iteration 28Q: 3 clusters Score -1203651 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1203675.500000 Penalty: 3035.402832
	Iteration 29Q: 3 clusters Score -1203676 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1203701.375000 Penalty: 3035.402832
	Iteration 30Q: 3 clusters Score -1203701 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1203728.000000 Penalty: 3035.402832
	Iteration 31Q: 3 clusters Score -1203728 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1203748.000000 Penalty: 3035.402832
	Iteration 32Q: 3 clusters Score -1203748 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1203770.375000 Penalty: 3035.402832
	Iteration 33Q: 3 clusters Score -1203770 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1203785.750000 Penalty: 3035.402832
	Iteration 34Q: 3 clusters Score -1203786 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1203798.250000 Penalty: 3035.402832
	Iteration 35Q: 3 clusters Score -1203798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1203814.750000 Penalty: 3035.402832
	Iteration 36Q: 3 clusters Score -1203815 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1203824.875000 Penalty: 3035.402832
	Iteration 37Q: 3 clusters Score -1203825 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1203830.750000 Penalty: 3035.402832
	Iteration 38Q: 3 clusters Score -1203831 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1203837.250000 Penalty: 3035.402832
	Iteration 39Q: 3 clusters Score -1203837 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1203845.750000 Penalty: 3035.402832
	Iteration 40F: 3 clusters Score -1203846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1203858.000000 Penalty: 3035.402832
	Iteration 41Q: 3 clusters Score -1203858 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1203872.125000 Penalty: 3035.402832
	Iteration 42Q: 3 clusters Score -1203872 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1203882.625000 Penalty: 3035.402832
	Iteration 43Q: 3 clusters Score -1203883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1203895.750000 Penalty: 3035.402832
	Iteration 44Q: 3 clusters Score -1203896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1203906.750000 Penalty: 3035.402832
	Iteration 45Q: 3 clusters Score -1203907 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1203915.750000 Penalty: 3035.402832
	Iteration 46Q: 3 clusters Score -1203916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1203926.250000 Penalty: 3035.402832
	Iteration 47Q: 3 clusters Score -1203926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1203932.125000 Penalty: 3035.402832
	Iteration 48Q: 3 clusters Score -1203932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1203936.500000 Penalty: 3035.402832
	Iteration 49Q: 3 clusters Score -1203936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1203941.000000 Penalty: 3035.402832
	Iteration 50Q: 3 clusters Score -1203941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1203945.750000 Penalty: 3035.402832
	Iteration 51Q: 3 clusters Score -1203946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1203944.875000 Penalty: 3035.402832
	Iteration 52Q: 3 clusters Score -1203945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1203945.750000 Penalty: 3035.402832
	Iteration 53Q: 3 clusters Score -1203946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1203947.500000 Penalty: 3035.402832
	Iteration 54Q: 3 clusters Score -1203948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1203949.000000 Penalty: 3035.402832
	Iteration 55Q: 3 clusters Score -1203949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1203952.750000 Penalty: 3035.402832
	Iteration 56Q: 3 clusters Score -1203953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1203952.000000 Penalty: 3035.402832
	Iteration 57Q: 3 clusters Score -1203952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1203951.250000 Penalty: 3035.402832
	Iteration 58Q: 3 clusters Score -1203951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1203953.000000 Penalty: 3035.402832
	Iteration 59Q: 3 clusters Score -1203953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1203953.250000 Penalty: 3035.402832
	Iteration 60F: 3 clusters Score -1203953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1203951.750000 Penalty: 3035.402832
	Iteration 61Q: 3 clusters Score -1203952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1203951.750000 Penalty: 3035.402832
	Iteration 62F: 3 clusters Score -1203952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Entering Unmasked Estep 
Score: -3291369.750000 Penalty: 1680.265503
	Iteration 0F: 2 clusters Score -3291370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -3270445.000000 Penalty: 3360.531006
	Iteration 0F: 3 clusters Score -3270445 nChanged 14360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -3278726.500000 Penalty: 3360.531006
	Iteration 1F: 3 clusters Score -3278726 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -3279333.250000 Penalty: 3360.531006
	Iteration 2F: 3 clusters Score -3279333 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -3280116.000000 Penalty: 3360.531006
	Iteration 3F: 3 clusters Score -3280116 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -3281111.500000 Penalty: 3360.531006
	Iteration 4F: 3 clusters Score -3281112 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -3282365.000000 Penalty: 3360.531006
	Iteration 5F: 3 clusters Score -3282365 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3283884.500000 Penalty: 3360.531006
	Iteration 6F: 3 clusters Score -3283884 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -3285532.500000 Penalty: 3360.531006
	Iteration 7F: 3 clusters Score -3285532 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -3286965.750000 Penalty: 3360.531006
	Iteration 8F: 3 clusters Score -3286966 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -3288156.000000 Penalty: 3360.531006
	Iteration 9Q: 3 clusters Score -3288156 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3288903.000000 Penalty: 3360.531006
	Iteration 10Q: 3 clusters Score -3288903 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3289379.250000 Penalty: 3360.531006
	Iteration 11Q: 3 clusters Score -3289379 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3289666.500000 Penalty: 3360.531006
	Iteration 12Q: 3 clusters Score -3289666 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3289810.500000 Penalty: 3360.531006
	Iteration 13Q: 3 clusters Score -3289810 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3289921.750000 Penalty: 3360.531006
	Iteration 14Q: 3 clusters Score -3289922 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3290002.750000 Penalty: 3360.531006
	Iteration 15Q: 3 clusters Score -3290003 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3290048.750000 Penalty: 3360.531006
	Iteration 16Q: 3 clusters Score -3290049 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3290099.500000 Penalty: 3360.531006
	Iteration 17Q: 3 clusters Score -3290100 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3290141.500000 Penalty: 3360.531006
	Iteration 18Q: 3 clusters Score -3290142 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3290176.750000 Penalty: 3360.531006
	Iteration 19Q: 3 clusters Score -3290177 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3290200.000000 Penalty: 3360.531006
	Iteration 20F: 3 clusters Score -3290200 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3290230.250000 Penalty: 3360.531006
	Iteration 21Q: 3 clusters Score -3290230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3290247.500000 Penalty: 3360.531006
	Iteration 22Q: 3 clusters Score -3290248 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3290271.000000 Penalty: 3360.531006
	Iteration 23Q: 3 clusters Score -3290271 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3290290.500000 Penalty: 3360.531006
	Iteration 24Q: 3 clusters Score -3290290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3290298.500000 Penalty: 3360.531006
	Iteration 25Q: 3 clusters Score -3290298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3290309.000000 Penalty: 3360.531006
	Iteration 26Q: 3 clusters Score -3290309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3290314.750000 Penalty: 3360.531006
	Iteration 27Q: 3 clusters Score -3290315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3290318.500000 Penalty: 3360.531006
	Iteration 28Q: 3 clusters Score -3290318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3290325.000000 Penalty: 3360.531006
	Iteration 29Q: 3 clusters Score -3290325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3290329.000000 Penalty: 3360.531006
	Iteration 30Q: 3 clusters Score -3290329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3290329.000000 Penalty: 3360.531006
	Iteration 31Q: 3 clusters Score -3290329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3290332.250000 Penalty: 3360.531006
	Iteration 32Q: 3 clusters Score -3290332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3290332.250000 Penalty: 3360.531006
	Iteration 33Q: 3 clusters Score -3290332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3290330.750000 Penalty: 3360.531006
	Iteration 34Q: 3 clusters Score -3290331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3290329.750000 Penalty: 3360.531006
	Iteration 35Q: 3 clusters Score -3290330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3290327.000000 Penalty: 3360.531006
	Iteration 36Q: 3 clusters Score -3290327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3290331.000000 Penalty: 3360.531006
	Iteration 37Q: 3 clusters Score -3290331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3290332.000000 Penalty: 3360.531006
	Iteration 38Q: 3 clusters Score -3290332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3290332.000000 Penalty: 3360.531006
	Iteration 39F: 3 clusters Score -3290332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (128421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128421 members 
Entering Unmasked Estep 
Score: -13786992.000000 Penalty: 1911.498779
	Iteration 0F: 2 clusters Score -1.378699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64077 members 
Mstep: Class 2 contains 64344 members 
Entering Unmasked Estep 
Score: -13701159.000000 Penalty: 3822.997559
	Iteration 0F: 3 clusters Score -1.370116e+07 nChanged 61637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61818 members 
Mstep: Class 2 contains 66603 members 
Entering Unmasked Estep 
Score: -13736631.000000 Penalty: 3822.997559
	Iteration 1F: 3 clusters Score -1.373663e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 68153 members 
Entering Unmasked Estep 
Score: -13737338.000000 Penalty: 3822.997559
	Iteration 2Q: 3 clusters Score -1.373734e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 70740 members 
Entering Unmasked Estep 
Score: -13738610.000000 Penalty: 3822.997559
	Iteration 3Q: 3 clusters Score -1.373861e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53562 members 
Mstep: Class 2 contains 74859 members 
Entering Unmasked Estep 
Score: -13740775.000000 Penalty: 3822.997559
	Iteration 4Q: 3 clusters Score -1.374078e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 81162 members 
Entering Unmasked Estep 
Score: -13744805.000000 Penalty: 3822.997559
	Iteration 5F: 3 clusters Score -1.37448e+07 nChanged 9811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 89871 members 
Entering Unmasked Estep 
Score: -13751444.000000 Penalty: 3822.997559
	Iteration 6F: 3 clusters Score -1.375144e+07 nChanged 11144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 100207 members 
Entering Unmasked Estep 
Score: -13760735.000000 Penalty: 3822.997559
	Iteration 7F: 3 clusters Score -1.376074e+07 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 110078 members 
Entering Unmasked Estep 
Score: -13769692.000000 Penalty: 3822.997559
	Iteration 8F: 3 clusters Score -1.376969e+07 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 117573 members 
Entering Unmasked Estep 
Score: -13776544.000000 Penalty: 3822.997559
	Iteration 9F: 3 clusters Score -1.377654e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 122287 members 
Entering Unmasked Estep 
Score: -13781021.000000 Penalty: 3822.997559
	Iteration 10Q: 3 clusters Score -1.378102e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 124823 members 
Entering Unmasked Estep 
Score: -13783561.000000 Penalty: 3822.997559
	Iteration 11Q: 3 clusters Score -1.378356e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 126012 members 
Entering Unmasked Estep 
Score: -13784711.000000 Penalty: 3822.997559
	Iteration 12Q: 3 clusters Score -1.378471e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 126574 members 
Entering Unmasked Estep 
Score: -13785245.000000 Penalty: 3822.997559
	Iteration 13Q: 3 clusters Score -1.378524e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 126820 members 
Entering Unmasked Estep 
Score: -13785563.000000 Penalty: 3822.997559
	Iteration 14Q: 3 clusters Score -1.378556e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 126946 members 
Entering Unmasked Estep 
Score: -13785719.000000 Penalty: 3822.997559
	Iteration 15Q: 3 clusters Score -1.378572e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 127018 members 
Entering Unmasked Estep 
Score: -13785849.000000 Penalty: 3822.997559
	Iteration 16Q: 3 clusters Score -1.378585e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 127075 members 
Entering Unmasked Estep 
Score: -13785923.000000 Penalty: 3822.997559
	Iteration 17Q: 3 clusters Score -1.378592e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 127102 members 
Entering Unmasked Estep 
Score: -13785972.000000 Penalty: 3822.997559
	Iteration 18Q: 3 clusters Score -1.378597e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 127121 members 
Entering Unmasked Estep 
Score: -13786000.000000 Penalty: 3822.997559
	Iteration 19Q: 3 clusters Score -1.3786e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 127137 members 
Entering Unmasked Estep 
Score: -13786020.000000 Penalty: 3822.997559
	Iteration 20F: 3 clusters Score -1.378602e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 127157 members 
Entering Unmasked Estep 
Score: -13786035.000000 Penalty: 3822.997559
	Iteration 21Q: 3 clusters Score -1.378604e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 127177 members 
Entering Unmasked Estep 
Score: -13786043.000000 Penalty: 3822.997559
	Iteration 22Q: 3 clusters Score -1.378604e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 127186 members 
Entering Unmasked Estep 
Score: -13786036.000000 Penalty: 3822.997559
	Iteration 23Q: 3 clusters Score -1.378604e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 127203 members 
Entering Unmasked Estep 
Score: -13786034.000000 Penalty: 3822.997559
	Iteration 24Q: 3 clusters Score -1.378603e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 127222 members 
Entering Unmasked Estep 
Score: -13786037.000000 Penalty: 3822.997559
	Iteration 25Q: 3 clusters Score -1.378604e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 127225 members 
Entering Unmasked Estep 
Score: -13786035.000000 Penalty: 3822.997559
	Iteration 26Q: 3 clusters Score -1.378604e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 127233 members 
Entering Unmasked Estep 
Score: -13786039.000000 Penalty: 3822.997559
	Iteration 27Q: 3 clusters Score -1.378604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 127240 members 
Entering Unmasked Estep 
Score: -13786050.000000 Penalty: 3822.997559
	Iteration 28Q: 3 clusters Score -1.378605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 127243 members 
Entering Unmasked Estep 
Score: -13786045.000000 Penalty: 3822.997559
	Iteration 29Q: 3 clusters Score -1.378604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 127245 members 
Entering Unmasked Estep 
Score: -13786056.000000 Penalty: 3822.997559
	Iteration 30Q: 3 clusters Score -1.378606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 127248 members 
Entering Unmasked Estep 
Score: -13786054.000000 Penalty: 3822.997559
	Iteration 31Q: 3 clusters Score -1.378605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 127249 members 
Entering Unmasked Estep 
Score: -13786058.000000 Penalty: 3822.997559
	Iteration 32Q: 3 clusters Score -1.378606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 127249 members 
Entering Unmasked Estep 
Score: -13786058.000000 Penalty: 3822.997559
	Iteration 33F: 3 clusters Score -1.378606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -451620.187500 Penalty: 1363.529297
	Iteration 0F: 2 clusters Score -451620.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -448008.250000 Penalty: 2727.058594
	Iteration 0F: 3 clusters Score -448008.2 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -449121.218750 Penalty: 2727.058594
	Iteration 1F: 3 clusters Score -449121.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -449410.156250 Penalty: 2727.058594
	Iteration 2F: 3 clusters Score -449410.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -449621.562500 Penalty: 2727.058594
	Iteration 3F: 3 clusters Score -449621.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -449769.468750 Penalty: 2727.058594
	Iteration 4F: 3 clusters Score -449769.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -449887.187500 Penalty: 2727.058594
	Iteration 5Q: 3 clusters Score -449887.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -449975.531250 Penalty: 2727.058594
	Iteration 6Q: 3 clusters Score -449975.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -450044.906250 Penalty: 2727.058594
	Iteration 7Q: 3 clusters Score -450044.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -450109.281250 Penalty: 2727.058594
	Iteration 8Q: 3 clusters Score -450109.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -450160.937500 Penalty: 2727.058594
	Iteration 9Q: 3 clusters Score -450160.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -450224.906250 Penalty: 2727.058594
	Iteration 10Q: 3 clusters Score -450224.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -450276.281250 Penalty: 2727.058594
	Iteration 11Q: 3 clusters Score -450276.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -450316.531250 Penalty: 2727.058594
	Iteration 12Q: 3 clusters Score -450316.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -450336.312500 Penalty: 2727.058594
	Iteration 13Q: 3 clusters Score -450336.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -450354.562500 Penalty: 2727.058594
	Iteration 14Q: 3 clusters Score -450354.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -450367.968750 Penalty: 2727.058594
	Iteration 15Q: 3 clusters Score -450368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -450382.812500 Penalty: 2727.058594
	Iteration 16Q: 3 clusters Score -450382.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -450399.437500 Penalty: 2727.058594
	Iteration 17Q: 3 clusters Score -450399.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -450412.812500 Penalty: 2727.058594
	Iteration 18Q: 3 clusters Score -450412.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -450421.843750 Penalty: 2727.058594
	Iteration 19Q: 3 clusters Score -450421.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -450431.062500 Penalty: 2727.058594
	Iteration 20F: 3 clusters Score -450431.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -450439.031250 Penalty: 2727.058594
	Iteration 21Q: 3 clusters Score -450439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -450446.718750 Penalty: 2727.058594
	Iteration 22Q: 3 clusters Score -450446.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -450451.250000 Penalty: 2727.058594
	Iteration 23Q: 3 clusters Score -450451.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -450451.531250 Penalty: 2727.058594
	Iteration 24Q: 3 clusters Score -450451.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -450453.281250 Penalty: 2727.058594
	Iteration 25Q: 3 clusters Score -450453.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -450454.781250 Penalty: 2727.058594
	Iteration 26Q: 3 clusters Score -450454.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -450456.031250 Penalty: 2727.058594
	Iteration 27Q: 3 clusters Score -450456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -450459.187500 Penalty: 2727.058594
	Iteration 28Q: 3 clusters Score -450459.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -450460.656250 Penalty: 2727.058594
	Iteration 29Q: 3 clusters Score -450460.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -450464.031250 Penalty: 2727.058594
	Iteration 30Q: 3 clusters Score -450464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -450466.156250 Penalty: 2727.058594
	Iteration 31Q: 3 clusters Score -450466.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -450467.218750 Penalty: 2727.058594
	Iteration 32Q: 3 clusters Score -450467.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -450468.593750 Penalty: 2727.058594
	Iteration 33Q: 3 clusters Score -450468.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -450470.156250 Penalty: 2727.058594
	Iteration 34Q: 3 clusters Score -450470.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -450470.343750 Penalty: 2727.058594
	Iteration 35Q: 3 clusters Score -450470.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -450470.468750 Penalty: 2727.058594
	Iteration 36Q: 3 clusters Score -450470.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -450471.156250 Penalty: 2727.058594
	Iteration 37Q: 3 clusters Score -450471.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -450472.593750 Penalty: 2727.058594
	Iteration 38Q: 3 clusters Score -450472.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -450472.906250 Penalty: 2727.058594
	Iteration 39Q: 3 clusters Score -450472.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -450473.968750 Penalty: 2727.058594
	Iteration 40F: 3 clusters Score -450474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -450474.281250 Penalty: 2727.058594
	Iteration 41Q: 3 clusters Score -450474.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -450474.531250 Penalty: 2727.058594
	Iteration 42Q: 3 clusters Score -450474.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -450474.531250 Penalty: 2727.058594
	Iteration 43F: 3 clusters Score -450474.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Entering Unmasked Estep 
Score: -2130157.500000 Penalty: 1607.699951
	Iteration 0F: 2 clusters Score -2130158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2116659.250000 Penalty: 3215.399902
	Iteration 0F: 3 clusters Score -2116659 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2121602.000000 Penalty: 3215.399902
	Iteration 1F: 3 clusters Score -2121602 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2121941.500000 Penalty: 3215.399902
	Iteration 2Q: 3 clusters Score -2121942 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2122203.750000 Penalty: 3215.399902
	Iteration 3Q: 3 clusters Score -2122204 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2122455.750000 Penalty: 3215.399902
	Iteration 4Q: 3 clusters Score -2122456 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2122697.250000 Penalty: 3215.399902
	Iteration 5Q: 3 clusters Score -2122697 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2123002.000000 Penalty: 3215.399902
	Iteration 6Q: 3 clusters Score -2123002 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2123357.250000 Penalty: 3215.399902
	Iteration 7Q: 3 clusters Score -2123357 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2123783.750000 Penalty: 3215.399902
	Iteration 8Q: 3 clusters Score -2123784 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2124318.250000 Penalty: 3215.399902
	Iteration 9Q: 3 clusters Score -2124318 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2124978.000000 Penalty: 3215.399902
	Iteration 10F: 3 clusters Score -2124978 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2125699.000000 Penalty: 3215.399902
	Iteration 11F: 3 clusters Score -2125699 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2126229.250000 Penalty: 3215.399902
	Iteration 12Q: 3 clusters Score -2126229 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2126529.250000 Penalty: 3215.399902
	Iteration 13Q: 3 clusters Score -2126529 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2126709.500000 Penalty: 3215.399902
	Iteration 14Q: 3 clusters Score -2126710 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2126852.500000 Penalty: 3215.399902
	Iteration 15Q: 3 clusters Score -2126852 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2126956.000000 Penalty: 3215.399902
	Iteration 16Q: 3 clusters Score -2126956 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2127064.750000 Penalty: 3215.399902
	Iteration 17Q: 3 clusters Score -2127065 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2127161.000000 Penalty: 3215.399902
	Iteration 18Q: 3 clusters Score -2127161 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2127236.000000 Penalty: 3215.399902
	Iteration 19Q: 3 clusters Score -2127236 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2127339.000000 Penalty: 3215.399902
	Iteration 20F: 3 clusters Score -2127339 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2127439.500000 Penalty: 3215.399902
	Iteration 21Q: 3 clusters Score -2127440 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2127526.500000 Penalty: 3215.399902
	Iteration 22Q: 3 clusters Score -2127526 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2127591.000000 Penalty: 3215.399902
	Iteration 23Q: 3 clusters Score -2127591 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2127625.750000 Penalty: 3215.399902
	Iteration 24Q: 3 clusters Score -2127626 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2127669.250000 Penalty: 3215.399902
	Iteration 25Q: 3 clusters Score -2127669 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2127693.000000 Penalty: 3215.399902
	Iteration 26Q: 3 clusters Score -2127693 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -2127714.500000 Penalty: 3215.399902
	Iteration 27Q: 3 clusters Score -2127714 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2127735.500000 Penalty: 3215.399902
	Iteration 28Q: 3 clusters Score -2127736 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -2127748.500000 Penalty: 3215.399902
	Iteration 29Q: 3 clusters Score -2127748 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2127770.000000 Penalty: 3215.399902
	Iteration 30Q: 3 clusters Score -2127770 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2127784.000000 Penalty: 3215.399902
	Iteration 31Q: 3 clusters Score -2127784 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2127798.750000 Penalty: 3215.399902
	Iteration 32Q: 3 clusters Score -2127799 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2127804.750000 Penalty: 3215.399902
	Iteration 33Q: 3 clusters Score -2127805 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2127807.500000 Penalty: 3215.399902
	Iteration 34Q: 3 clusters Score -2127808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2127815.000000 Penalty: 3215.399902
	Iteration 35Q: 3 clusters Score -2127815 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2127821.500000 Penalty: 3215.399902
	Iteration 36Q: 3 clusters Score -2127822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2127824.250000 Penalty: 3215.399902
	Iteration 37Q: 3 clusters Score -2127824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2127827.000000 Penalty: 3215.399902
	Iteration 38Q: 3 clusters Score -2127827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2127830.750000 Penalty: 3215.399902
	Iteration 39Q: 3 clusters Score -2127831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2127834.250000 Penalty: 3215.399902
	Iteration 40F: 3 clusters Score -2127834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2127833.750000 Penalty: 3215.399902
	Iteration 41Q: 3 clusters Score -2127834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2127832.750000 Penalty: 3215.399902
	Iteration 42Q: 3 clusters Score -2127833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2127836.750000 Penalty: 3215.399902
	Iteration 43Q: 3 clusters Score -2127837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2127838.250000 Penalty: 3215.399902
	Iteration 44Q: 3 clusters Score -2127838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2127842.250000 Penalty: 3215.399902
	Iteration 45Q: 3 clusters Score -2127842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2127844.750000 Penalty: 3215.399902
	Iteration 46Q: 3 clusters Score -2127845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2127838.750000 Penalty: 3215.399902
	Iteration 47Q: 3 clusters Score -2127839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2127840.500000 Penalty: 3215.399902
	Iteration 48Q: 3 clusters Score -2127840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2127840.000000 Penalty: 3215.399902
	Iteration 49Q: 3 clusters Score -2127840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -2127840.750000 Penalty: 3215.399902
	Iteration 50Q: 3 clusters Score -2127841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2127838.250000 Penalty: 3215.399902
	Iteration 51Q: 3 clusters Score -2127838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2127838.000000 Penalty: 3215.399902
	Iteration 52Q: 3 clusters Score -2127838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2127842.000000 Penalty: 3215.399902
	Iteration 53Q: 3 clusters Score -2127842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2127842.250000 Penalty: 3215.399902
	Iteration 54Q: 3 clusters Score -2127842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2127842.500000 Penalty: 3215.399902
	Iteration 55Q: 3 clusters Score -2127842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2127842.500000 Penalty: 3215.399902
	Iteration 56F: 3 clusters Score -2127842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Entering Unmasked Estep 
Score: -849630.875000 Penalty: 1461.754639
	Iteration 0F: 2 clusters Score -849630.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -843707.812500 Penalty: 2923.509277
	Iteration 0F: 3 clusters Score -843707.8 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -845557.000000 Penalty: 2923.509277
	Iteration 1F: 3 clusters Score -845557 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -845897.250000 Penalty: 2923.509277
	Iteration 2F: 3 clusters Score -845897.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -846213.812500 Penalty: 2923.509277
	Iteration 3F: 3 clusters Score -846213.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -846548.125000 Penalty: 2923.509277
	Iteration 4F: 3 clusters Score -846548.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -846861.125000 Penalty: 2923.509277
	Iteration 5F: 3 clusters Score -846861.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -847165.062500 Penalty: 2923.509277
	Iteration 6F: 3 clusters Score -847165.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -847420.437500 Penalty: 2923.509277
	Iteration 7Q: 3 clusters Score -847420.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -847631.312500 Penalty: 2923.509277
	Iteration 8Q: 3 clusters Score -847631.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -847830.250000 Penalty: 2923.509277
	Iteration 9Q: 3 clusters Score -847830.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -848014.500000 Penalty: 2923.509277
	Iteration 10Q: 3 clusters Score -848014.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -848148.187500 Penalty: 2923.509277
	Iteration 11Q: 3 clusters Score -848148.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -848240.562500 Penalty: 2923.509277
	Iteration 12Q: 3 clusters Score -848240.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -848306.937500 Penalty: 2923.509277
	Iteration 13Q: 3 clusters Score -848306.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -848359.125000 Penalty: 2923.509277
	Iteration 14Q: 3 clusters Score -848359.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -848399.562500 Penalty: 2923.509277
	Iteration 15Q: 3 clusters Score -848399.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -848420.125000 Penalty: 2923.509277
	Iteration 16Q: 3 clusters Score -848420.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -848437.375000 Penalty: 2923.509277
	Iteration 17Q: 3 clusters Score -848437.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -848449.937500 Penalty: 2923.509277
	Iteration 18Q: 3 clusters Score -848449.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -848455.500000 Penalty: 2923.509277
	Iteration 19Q: 3 clusters Score -848455.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -848458.062500 Penalty: 2923.509277
	Iteration 20F: 3 clusters Score -848458.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -848465.687500 Penalty: 2923.509277
	Iteration 21Q: 3 clusters Score -848465.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -848467.750000 Penalty: 2923.509277
	Iteration 22Q: 3 clusters Score -848467.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -848469.625000 Penalty: 2923.509277
	Iteration 23Q: 3 clusters Score -848469.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -848468.562500 Penalty: 2923.509277
	Iteration 24Q: 3 clusters Score -848468.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -848468.562500 Penalty: 2923.509277
	Iteration 25F: 3 clusters Score -848468.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Entering Unmasked Estep 
Score: -4173894.750000 Penalty: 1721.436279
	Iteration 0F: 2 clusters Score -4173895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -4147241.000000 Penalty: 3442.872559
	Iteration 0F: 3 clusters Score -4147241 nChanged 18565
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4158115 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -4159118 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -4160315 nChanged 2408
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -4161774 nChanged 2436
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -4163348 nChanged 2441
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -4164890.250000 Penalty: 3442.872559
	Iteration 6F: 3 clusters Score -4164890 nChanged 2225
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -4166132.750000 Penalty: 3442.872559
	Iteration 7F: 3 clusters Score -4166133 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -4166981 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -4167499.250000 Penalty: 3442.872559
	Iteration 9Q: 3 clusters Score -4167499 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4167826 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -4168021.250000 Penalty: 3442.872559
	Iteration 11Q: 3 clusters Score -4168021 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -4168160.250000 Penalty: 3442.872559
	Iteration 12Q: 3 clusters Score -4168160 nChanged 527
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4168254 nChanged 473
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -4168354.750000 Penalty: 3442.872559
	Iteration 14Q: 3 clusters Score -4168355 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -4168455.500000 Penalty: 3442.872559
	Iteration 15Q: 3 clusters Score -4168456 nChanged 455
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -4168568.500000 Penalty: 3442.872559
	Iteration 16Q: 3 clusters Score -4168568 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -4168676.250000 Penalty: 3442.872559
	Iteration 17Q: 3 clusters Score -4168676 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -4168813.250000 Penalty: 3442.872559
	Iteration 18Q: 3 clusters Score -4168813 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -4168957.000000 Penalty: 3442.872559
	Iteration 19Q: 3 clusters Score -4168957 nChanged 536
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -4169107.250000 Penalty: 3442.872559
	Iteration 20F: 3 clusters Score -4169107 nChanged 535
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Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -4169255.250000 Penalty: 3442.872559
	Iteration 21Q: 3 clusters Score -4169255 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -4169430.750000 Penalty: 3442.872559
	Iteration 22Q: 3 clusters Score -4169431 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4169586 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -4169753.250000 Penalty: 3442.872559
	Iteration 24Q: 3 clusters Score -4169753 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -4169917.500000 Penalty: 3442.872559
	Iteration 25Q: 3 clusters Score -4169918 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -4170142.250000 Penalty: 3442.872559
	Iteration 26Q: 3 clusters Score -4170142 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4170345 nChanged 602
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Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4170599 nChanged 599
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -4170876.500000 Penalty: 3442.872559
	Iteration 29Q: 3 clusters Score -4170876 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -4171178.750000 Penalty: 3442.872559
	Iteration 30Q: 3 clusters Score -4171179 nChanged 596
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Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4171491 nChanged 523
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Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4171751 nChanged 476
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Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4171979 nChanged 461
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Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4172165 nChanged 418
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Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4172312 nChanged 351
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Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4172456 nChanged 315
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Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4172543 nChanged 308
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Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4172631 nChanged 254
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Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4172691 nChanged 214
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Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4172755 nChanged 194
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Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4172793 nChanged 156
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Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4172816 nChanged 136
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Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4172843 nChanged 125
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Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4172860 nChanged 126
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Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4172894 nChanged 137
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Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4172923 nChanged 109
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Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4172941 nChanged 108
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Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 3979 members 
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	Iteration 48Q: 3 clusters Score -4172960 nChanged 92
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Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4172976 nChanged 91
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Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4172982 nChanged 90
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Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -4173003.000000 Penalty: 3442.872559
	Iteration 51Q: 3 clusters Score -4173003 nChanged 85
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Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -4173026.000000 Penalty: 3442.872559
	Iteration 52Q: 3 clusters Score -4173026 nChanged 79
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Mstep: Class 1 contains 36319 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4173035 nChanged 73
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	Iteration 54Q: 3 clusters Score -4173043 nChanged 67
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Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 3422 members 
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	Iteration 55Q: 3 clusters Score -4173059 nChanged 78
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Mstep: Class 1 contains 36525 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4173081 nChanged 71
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Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4173096 nChanged 71
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Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -4173118.250000 Penalty: 3442.872559
	Iteration 58Q: 3 clusters Score -4173118 nChanged 76
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Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -4173123.750000 Penalty: 3442.872559
	Iteration 59Q: 3 clusters Score -4173124 nChanged 71
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Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -4173133.750000 Penalty: 3442.872559
	Iteration 60F: 3 clusters Score -4173134 nChanged 74
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Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -4173149.750000 Penalty: 3442.872559
	Iteration 61Q: 3 clusters Score -4173150 nChanged 73
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Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -4173165.000000 Penalty: 3442.872559
	Iteration 62Q: 3 clusters Score -4173165 nChanged 62
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Mstep: Class 1 contains 37001 members 
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Entering Unmasked Estep 
Score: -4173176.500000 Penalty: 3442.872559
	Iteration 63Q: 3 clusters Score -4173176 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -4173178.500000 Penalty: 3442.872559
	Iteration 64Q: 3 clusters Score -4173178 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4173188.750000 Penalty: 3442.872559
	Iteration 65Q: 3 clusters Score -4173189 nChanged 55
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Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4173202.250000 Penalty: 3442.872559
	Iteration 66Q: 3 clusters Score -4173202 nChanged 52
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Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4173222.750000 Penalty: 3442.872559
	Iteration 67Q: 3 clusters Score -4173223 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4173240.500000 Penalty: 3442.872559
	Iteration 68Q: 3 clusters Score -4173240 nChanged 49
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Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -4173254.500000 Penalty: 3442.872559
	Iteration 69Q: 3 clusters Score -4173254 nChanged 45
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Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4173260.000000 Penalty: 3442.872559
	Iteration 70Q: 3 clusters Score -4173260 nChanged 55
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Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -4173272.250000 Penalty: 3442.872559
	Iteration 71Q: 3 clusters Score -4173272 nChanged 53
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Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4173286 nChanged 54
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Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -4173305.250000 Penalty: 3442.872559
	Iteration 73Q: 3 clusters Score -4173305 nChanged 65
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Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -4173303.750000 Penalty: 3442.872559
	Iteration 74Q: 3 clusters Score -4173304 nChanged 48
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Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4173317.250000 Penalty: 3442.872559
	Iteration 75Q: 3 clusters Score -4173317 nChanged 33
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Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4173318 nChanged 28
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Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -4173322.000000 Penalty: 3442.872559
	Iteration 77Q: 3 clusters Score -4173322 nChanged 31
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Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -4173332.750000 Penalty: 3442.872559
	Iteration 78Q: 3 clusters Score -4173333 nChanged 28
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Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4173339.000000 Penalty: 3442.872559
	Iteration 79Q: 3 clusters Score -4173339 nChanged 25
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Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -4173343.500000 Penalty: 3442.872559
	Iteration 80F: 3 clusters Score -4173344 nChanged 23
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Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4173349.750000 Penalty: 3442.872559
	Iteration 81Q: 3 clusters Score -4173350 nChanged 21
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Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -4173355.000000 Penalty: 3442.872559
	Iteration 82Q: 3 clusters Score -4173355 nChanged 7
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Mstep: Class 1 contains 37746 members 
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Entering Unmasked Estep 
Score: -4173353.750000 Penalty: 3442.872559
	Iteration 83Q: 3 clusters Score -4173354 nChanged 4
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Mstep: Class 1 contains 37750 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4173352 nChanged 10
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Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -4173359.250000 Penalty: 3442.872559
	Iteration 85Q: 3 clusters Score -4173359 nChanged 8
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Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4173358.000000 Penalty: 3442.872559
	Iteration 86Q: 3 clusters Score -4173358 nChanged 12
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Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4173363.250000 Penalty: 3442.872559
	Iteration 87Q: 3 clusters Score -4173363 nChanged 7
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Mstep: Class 1 contains 37787 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4173365 nChanged 4
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Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4173362.000000 Penalty: 3442.872559
	Iteration 89Q: 3 clusters Score -4173362 nChanged 4
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Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -4173361.500000 Penalty: 3442.872559
	Iteration 90Q: 3 clusters Score -4173362 nChanged 2
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Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4173367.750000 Penalty: 3442.872559
	Iteration 91Q: 3 clusters Score -4173368 nChanged 3
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Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4173359.750000 Penalty: 3442.872559
	Iteration 92Q: 3 clusters Score -4173360 nChanged 3
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Entering Unmasked Estep 
Score: -4173359.250000 Penalty: 3442.872559
	Iteration 93Q: 3 clusters Score -4173359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4173362.000000 Penalty: 3442.872559
	Iteration 94Q: 3 clusters Score -4173362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4173361.250000 Penalty: 3442.872559
	Iteration 95Q: 3 clusters Score -4173361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -4173368.500000 Penalty: 3442.872559
	Iteration 96Q: 3 clusters Score -4173368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -4173372.500000 Penalty: 3442.872559
	Iteration 97Q: 3 clusters Score -4173372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4173363.000000 Penalty: 3442.872559
	Iteration 98Q: 3 clusters Score -4173363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4173365.500000 Penalty: 3442.872559
	Iteration 99Q: 3 clusters Score -4173366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4173367.500000 Penalty: 3442.872559
	Iteration 100F: 3 clusters Score -4173368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4173370.250000 Penalty: 3442.872559
	Iteration 101Q: 3 clusters Score -4173370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4173370.250000 Penalty: 3442.872559
	Iteration 102Q: 3 clusters Score -4173370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4173367.750000 Penalty: 3442.872559
	Iteration 103Q: 3 clusters Score -4173368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4173374.000000 Penalty: 3442.872559
	Iteration 104Q: 3 clusters Score -4173374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4173375.750000 Penalty: 3442.872559
	Iteration 105Q: 3 clusters Score -4173376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4173377.750000 Penalty: 3442.872559
	Iteration 106Q: 3 clusters Score -4173378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4173372.500000 Penalty: 3442.872559
	Iteration 107Q: 3 clusters Score -4173372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4173375.750000 Penalty: 3442.872559
	Iteration 108Q: 3 clusters Score -4173376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4173375.750000 Penalty: 3442.872559
	Iteration 109F: 3 clusters Score -4173376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -107016.804688 Penalty: 1141.650024
	Iteration 0F: 2 clusters Score -107016.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -105552.031250 Penalty: 2283.300049
	Iteration 0F: 3 clusters Score -105552 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -105980.179688 Penalty: 2283.300049
	Iteration 1F: 3 clusters Score -105980.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -106337.062500 Penalty: 2283.300049
	Iteration 2F: 3 clusters Score -106337.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -106685.476562 Penalty: 2283.300049
	Iteration 3F: 3 clusters Score -106685.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -106892.242188 Penalty: 2283.300049
	Iteration 4F: 3 clusters Score -106892.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -107043.773438 Penalty: 2283.300049
	Iteration 5Q: 3 clusters Score -107043.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -107214.945312 Penalty: 2283.300049
	Iteration 6Q: 3 clusters Score -107214.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -107425.320312 Penalty: 2283.300049
	Iteration 7Q: 3 clusters Score -107425.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -107455.851562 Penalty: 2283.300049
	Iteration 8Q: 3 clusters Score -107455.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -107462.976562 Penalty: 2283.300049
	Iteration 9Q: 3 clusters Score -107463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -107465.015625 Penalty: 2283.300049
	Iteration 10Q: 3 clusters Score -107465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -107466.703125 Penalty: 2283.300049
	Iteration 11Q: 3 clusters Score -107466.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -107468.570312 Penalty: 2283.300049
	Iteration 12Q: 3 clusters Score -107468.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -107468.570312 Penalty: 2283.300049
	Iteration 13F: 3 clusters Score -107468.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 13618 members 
Mstep: Class 3 contains 2922 members 
Mstep: Class 4 contains 11381 members 
Mstep: Class 5 contains 30949 members 
Mstep: Class 6 contains 128421 members 
Mstep: Class 7 contains 4407 members 
Mstep: Class 8 contains 19802 members 
Mstep: Class 9 contains 8066 members 
Mstep: Class 10 contains 39873 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 7125 members 
Mstep: Class 13 contains 10634 members 
Mstep: Class 14 contains 18463 members 
Mstep: Class 15 contains 5456 members 
Mstep: Class 16 contains 3338 members 
Mstep: Class 17 contains 170964 members 
Mstep: Class 18 contains 10562 members 
Mstep: Class 19 contains 4507 members 
Mstep: Class 20 contains 1190 members 
Mstep: Class 21 contains 24751 members 
Mstep: Class 22 contains 5786 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 17854 members 
Mstep: Class 25 contains 2126 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 13331 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2194 members 
Mstep: Class 30 contains 24668 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 1453 members 
Mstep: Class 33 contains 2678 members 
Mstep: Class 34 contains 202 members 
Mstep: Class 35 contains 624 members 
Entering Unmasked Estep 
Score: -65960448.000000 Penalty: 76049.578125
Splitting cluster 11 changes total score from -65960808.000000 to -65960448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (7125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Entering Unmasked Estep 
Score: -682127.000000 Penalty: 1441.596802
	Iteration 0F: 2 clusters Score -682127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -676797.250000 Penalty: 2883.193604
	Iteration 0F: 3 clusters Score -676797.2 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -678630.437500 Penalty: 2883.193604
	Iteration 1F: 3 clusters Score -678630.4 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -679036.187500 Penalty: 2883.193604
	Iteration 2F: 3 clusters Score -679036.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -679385.812500 Penalty: 2883.193604
	Iteration 3F: 3 clusters Score -679385.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -679678.437500 Penalty: 2883.193604
	Iteration 4F: 3 clusters Score -679678.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -679941.375000 Penalty: 2883.193604
	Iteration 5F: 3 clusters Score -679941.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -680170.687500 Penalty: 2883.193604
	Iteration 6Q: 3 clusters Score -680170.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -680414.000000 Penalty: 2883.193604
	Iteration 7Q: 3 clusters Score -680414 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -680584.750000 Penalty: 2883.193604
	Iteration 8Q: 3 clusters Score -680584.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -680699.812500 Penalty: 2883.193604
	Iteration 9Q: 3 clusters Score -680699.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -680788.187500 Penalty: 2883.193604
	Iteration 10Q: 3 clusters Score -680788.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -680856.625000 Penalty: 2883.193604
	Iteration 11Q: 3 clusters Score -680856.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -680906.437500 Penalty: 2883.193604
	Iteration 12Q: 3 clusters Score -680906.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -680947.625000 Penalty: 2883.193604
	Iteration 13Q: 3 clusters Score -680947.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -680971.250000 Penalty: 2883.193604
	Iteration 14Q: 3 clusters Score -680971.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -680991.125000 Penalty: 2883.193604
	Iteration 15Q: 3 clusters Score -680991.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -681008.125000 Penalty: 2883.193604
	Iteration 16Q: 3 clusters Score -681008.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -681021.937500 Penalty: 2883.193604
	Iteration 17Q: 3 clusters Score -681021.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -681034.812500 Penalty: 2883.193604
	Iteration 18Q: 3 clusters Score -681034.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -681044.625000 Penalty: 2883.193604
	Iteration 19Q: 3 clusters Score -681044.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -681054.625000 Penalty: 2883.193604
	Iteration 20F: 3 clusters Score -681054.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -681066.125000 Penalty: 2883.193604
	Iteration 21Q: 3 clusters Score -681066.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -681079.875000 Penalty: 2883.193604
	Iteration 22Q: 3 clusters Score -681079.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -681090.937500 Penalty: 2883.193604
	Iteration 23Q: 3 clusters Score -681090.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -681098.562500 Penalty: 2883.193604
	Iteration 24Q: 3 clusters Score -681098.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -681105.500000 Penalty: 2883.193604
	Iteration 25Q: 3 clusters Score -681105.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -681109.312500 Penalty: 2883.193604
	Iteration 26Q: 3 clusters Score -681109.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -681113.875000 Penalty: 2883.193604
	Iteration 27Q: 3 clusters Score -681113.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -681120.250000 Penalty: 2883.193604
	Iteration 28Q: 3 clusters Score -681120.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -681120.937500 Penalty: 2883.193604
	Iteration 29Q: 3 clusters Score -681120.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -681125.375000 Penalty: 2883.193604
	Iteration 30Q: 3 clusters Score -681125.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -681125.875000 Penalty: 2883.193604
	Iteration 31Q: 3 clusters Score -681125.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -681126.562500 Penalty: 2883.193604
	Iteration 32Q: 3 clusters Score -681126.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -681128.062500 Penalty: 2883.193604
	Iteration 33Q: 3 clusters Score -681128.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -681134.750000 Penalty: 2883.193604
	Iteration 34Q: 3 clusters Score -681134.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -681141.812500 Penalty: 2883.193604
	Iteration 35Q: 3 clusters Score -681141.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -681147.687500 Penalty: 2883.193604
	Iteration 36Q: 3 clusters Score -681147.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -681152.312500 Penalty: 2883.193604
	Iteration 37Q: 3 clusters Score -681152.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -681153.937500 Penalty: 2883.193604
	Iteration 38Q: 3 clusters Score -681153.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -681155.375000 Penalty: 2883.193604
	Iteration 39Q: 3 clusters Score -681155.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -681157.062500 Penalty: 2883.193604
	Iteration 40F: 3 clusters Score -681157.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -681157.500000 Penalty: 2883.193604
	Iteration 41Q: 3 clusters Score -681157.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -681158.687500 Penalty: 2883.193604
	Iteration 42Q: 3 clusters Score -681158.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -681160.937500 Penalty: 2883.193604
	Iteration 43Q: 3 clusters Score -681160.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -681165.000000 Penalty: 2883.193604
	Iteration 44Q: 3 clusters Score -681165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -681167.437500 Penalty: 2883.193604
	Iteration 45Q: 3 clusters Score -681167.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -681169.312500 Penalty: 2883.193604
	Iteration 46Q: 3 clusters Score -681169.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -681170.500000 Penalty: 2883.193604
	Iteration 47Q: 3 clusters Score -681170.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -681172.312500 Penalty: 2883.193604
	Iteration 48Q: 3 clusters Score -681172.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -681174.312500 Penalty: 2883.193604
	Iteration 49Q: 3 clusters Score -681174.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -681177.937500 Penalty: 2883.193604
	Iteration 50Q: 3 clusters Score -681177.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -681179.625000 Penalty: 2883.193604
	Iteration 51Q: 3 clusters Score -681179.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -681181.937500 Penalty: 2883.193604
	Iteration 52Q: 3 clusters Score -681181.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -681182.437500 Penalty: 2883.193604
	Iteration 53Q: 3 clusters Score -681182.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -681184.062500 Penalty: 2883.193604
	Iteration 54Q: 3 clusters Score -681184.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -681186.187500 Penalty: 2883.193604
	Iteration 55Q: 3 clusters Score -681186.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -681186.562500 Penalty: 2883.193604
	Iteration 56Q: 3 clusters Score -681186.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -681187.625000 Penalty: 2883.193604
	Iteration 57Q: 3 clusters Score -681187.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -681188.000000 Penalty: 2883.193604
	Iteration 58Q: 3 clusters Score -681188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -681188.875000 Penalty: 2883.193604
	Iteration 59Q: 3 clusters Score -681188.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -681190.375000 Penalty: 2883.193604
	Iteration 60F: 3 clusters Score -681190.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -681191.812500 Penalty: 2883.193604
	Iteration 61Q: 3 clusters Score -681191.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -681192.625000 Penalty: 2883.193604
	Iteration 62Q: 3 clusters Score -681192.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -681191.812500 Penalty: 2883.193604
	Iteration 63Q: 3 clusters Score -681191.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -681193.312500 Penalty: 2883.193604
	Iteration 64Q: 3 clusters Score -681193.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -681193.875000 Penalty: 2883.193604
	Iteration 65Q: 3 clusters Score -681193.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -681192.812500 Penalty: 2883.193604
	Iteration 66Q: 3 clusters Score -681192.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -681194.750000 Penalty: 2883.193604
	Iteration 67Q: 3 clusters Score -681194.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -681196.000000 Penalty: 2883.193604
	Iteration 68Q: 3 clusters Score -681196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -681196.687500 Penalty: 2883.193604
	Iteration 69Q: 3 clusters Score -681196.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -681194.312500 Penalty: 2883.193604
	Iteration 70Q: 3 clusters Score -681194.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -681195.937500 Penalty: 2883.193604
	Iteration 71Q: 3 clusters Score -681195.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -681195.875000 Penalty: 2883.193604
	Iteration 72Q: 3 clusters Score -681195.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -681198.375000 Penalty: 2883.193604
	Iteration 73Q: 3 clusters Score -681198.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -681199.125000 Penalty: 2883.193604
	Iteration 74Q: 3 clusters Score -681199.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -681202.312500 Penalty: 2883.193604
	Iteration 75Q: 3 clusters Score -681202.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -681204.562500 Penalty: 2883.193604
	Iteration 76Q: 3 clusters Score -681204.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -681204.937500 Penalty: 2883.193604
	Iteration 77Q: 3 clusters Score -681204.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -681204.562500 Penalty: 2883.193604
	Iteration 78Q: 3 clusters Score -681204.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -681206.625000 Penalty: 2883.193604
	Iteration 79Q: 3 clusters Score -681206.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -681204.562500 Penalty: 2883.193604
	Iteration 80F: 3 clusters Score -681204.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -681205.000000 Penalty: 2883.193604
	Iteration 81Q: 3 clusters Score -681205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -681205.000000 Penalty: 2883.193604
	Iteration 82F: 3 clusters Score -681205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Entering Unmasked Estep 
Score: -1127215.125000 Penalty: 1506.669312
	Iteration 0F: 2 clusters Score -1127215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1119647.500000 Penalty: 3013.338623
	Iteration 0F: 3 clusters Score -1119648 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1122143.125000 Penalty: 3013.338623
	Iteration 1F: 3 clusters Score -1122143 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1122501.625000 Penalty: 3013.338623
	Iteration 2F: 3 clusters Score -1122502 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1122841.375000 Penalty: 3013.338623
	Iteration 3F: 3 clusters Score -1122841 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1123138.875000 Penalty: 3013.338623
	Iteration 4F: 3 clusters Score -1123139 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1123389.000000 Penalty: 3013.338623
	Iteration 5Q: 3 clusters Score -1123389 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1123646.875000 Penalty: 3013.338623
	Iteration 6Q: 3 clusters Score -1123647 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1123873.500000 Penalty: 3013.338623
	Iteration 7Q: 3 clusters Score -1123874 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1124063.875000 Penalty: 3013.338623
	Iteration 8Q: 3 clusters Score -1124064 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1124232.250000 Penalty: 3013.338623
	Iteration 9Q: 3 clusters Score -1124232 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1124379.625000 Penalty: 3013.338623
	Iteration 10Q: 3 clusters Score -1124380 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1124523.375000 Penalty: 3013.338623
	Iteration 11Q: 3 clusters Score -1124523 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1124672.875000 Penalty: 3013.338623
	Iteration 12Q: 3 clusters Score -1124673 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1124799.875000 Penalty: 3013.338623
	Iteration 13Q: 3 clusters Score -1124800 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1124912.250000 Penalty: 3013.338623
	Iteration 14Q: 3 clusters Score -1124912 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1125033.375000 Penalty: 3013.338623
	Iteration 15Q: 3 clusters Score -1125033 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1125134.625000 Penalty: 3013.338623
	Iteration 16Q: 3 clusters Score -1125135 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1125220.375000 Penalty: 3013.338623
	Iteration 17Q: 3 clusters Score -1125220 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1125288.500000 Penalty: 3013.338623
	Iteration 18Q: 3 clusters Score -1125288 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1125332.750000 Penalty: 3013.338623
	Iteration 19Q: 3 clusters Score -1125333 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1125376.375000 Penalty: 3013.338623
	Iteration 20F: 3 clusters Score -1125376 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1125423.125000 Penalty: 3013.338623
	Iteration 21Q: 3 clusters Score -1125423 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1125457.125000 Penalty: 3013.338623
	Iteration 22Q: 3 clusters Score -1125457 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1125485.375000 Penalty: 3013.338623
	Iteration 23Q: 3 clusters Score -1125485 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1125511.750000 Penalty: 3013.338623
	Iteration 24Q: 3 clusters Score -1125512 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1125542.750000 Penalty: 3013.338623
	Iteration 25Q: 3 clusters Score -1125543 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1125561.250000 Penalty: 3013.338623
	Iteration 26Q: 3 clusters Score -1125561 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1125577.000000 Penalty: 3013.338623
	Iteration 27Q: 3 clusters Score -1125577 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1125602.375000 Penalty: 3013.338623
	Iteration 28Q: 3 clusters Score -1125602 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1125627.125000 Penalty: 3013.338623
	Iteration 29Q: 3 clusters Score -1125627 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1125650.500000 Penalty: 3013.338623
	Iteration 30Q: 3 clusters Score -1125650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1125667.250000 Penalty: 3013.338623
	Iteration 31Q: 3 clusters Score -1125667 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1125685.125000 Penalty: 3013.338623
	Iteration 32Q: 3 clusters Score -1125685 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1125693.500000 Penalty: 3013.338623
	Iteration 33Q: 3 clusters Score -1125694 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1125708.500000 Penalty: 3013.338623
	Iteration 34Q: 3 clusters Score -1125708 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1125718.000000 Penalty: 3013.338623
	Iteration 35Q: 3 clusters Score -1125718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1125732.250000 Penalty: 3013.338623
	Iteration 36Q: 3 clusters Score -1125732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1125738.125000 Penalty: 3013.338623
	Iteration 37Q: 3 clusters Score -1125738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1125744.500000 Penalty: 3013.338623
	Iteration 38Q: 3 clusters Score -1125744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1125754.375000 Penalty: 3013.338623
	Iteration 39Q: 3 clusters Score -1125754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1125761.375000 Penalty: 3013.338623
	Iteration 40F: 3 clusters Score -1125761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1125768.500000 Penalty: 3013.338623
	Iteration 41Q: 3 clusters Score -1125768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1125774.250000 Penalty: 3013.338623
	Iteration 42Q: 3 clusters Score -1125774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1125777.125000 Penalty: 3013.338623
	Iteration 43Q: 3 clusters Score -1125777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1125782.625000 Penalty: 3013.338623
	Iteration 44Q: 3 clusters Score -1125783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1125786.000000 Penalty: 3013.338623
	Iteration 45Q: 3 clusters Score -1125786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1125790.250000 Penalty: 3013.338623
	Iteration 46Q: 3 clusters Score -1125790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1125796.750000 Penalty: 3013.338623
	Iteration 47Q: 3 clusters Score -1125797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1125802.375000 Penalty: 3013.338623
	Iteration 48Q: 3 clusters Score -1125802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1125806.875000 Penalty: 3013.338623
	Iteration 49Q: 3 clusters Score -1125807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1125811.250000 Penalty: 3013.338623
	Iteration 50Q: 3 clusters Score -1125811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1125816.875000 Penalty: 3013.338623
	Iteration 51Q: 3 clusters Score -1125817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1125822.875000 Penalty: 3013.338623
	Iteration 52Q: 3 clusters Score -1125823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1125830.125000 Penalty: 3013.338623
	Iteration 53Q: 3 clusters Score -1125830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1125836.125000 Penalty: 3013.338623
	Iteration 54Q: 3 clusters Score -1125836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1125839.750000 Penalty: 3013.338623
	Iteration 55Q: 3 clusters Score -1125840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1125844.750000 Penalty: 3013.338623
	Iteration 56Q: 3 clusters Score -1125845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1125850.000000 Penalty: 3013.338623
	Iteration 57Q: 3 clusters Score -1125850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1125852.500000 Penalty: 3013.338623
	Iteration 58Q: 3 clusters Score -1125852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1125854.875000 Penalty: 3013.338623
	Iteration 59Q: 3 clusters Score -1125855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1125861.750000 Penalty: 3013.338623
	Iteration 60F: 3 clusters Score -1125862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1125862.875000 Penalty: 3013.338623
	Iteration 61Q: 3 clusters Score -1125863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1125864.375000 Penalty: 3013.338623
	Iteration 62Q: 3 clusters Score -1125864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1125867.875000 Penalty: 3013.338623
	Iteration 63Q: 3 clusters Score -1125868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1125867.875000 Penalty: 3013.338623
	Iteration 64Q: 3 clusters Score -1125868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1125871.250000 Penalty: 3013.338623
	Iteration 65Q: 3 clusters Score -1125871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1125875.875000 Penalty: 3013.338623
	Iteration 66Q: 3 clusters Score -1125876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1125881.500000 Penalty: 3013.338623
	Iteration 67Q: 3 clusters Score -1125882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1125888.125000 Penalty: 3013.338623
	Iteration 68Q: 3 clusters Score -1125888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1125896.125000 Penalty: 3013.338623
	Iteration 69Q: 3 clusters Score -1125896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1125897.625000 Penalty: 3013.338623
	Iteration 70Q: 3 clusters Score -1125898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1125897.875000 Penalty: 3013.338623
	Iteration 71Q: 3 clusters Score -1125898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1125900.250000 Penalty: 3013.338623
	Iteration 72Q: 3 clusters Score -1125900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1125904.000000 Penalty: 3013.338623
	Iteration 73Q: 3 clusters Score -1125904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1125904.750000 Penalty: 3013.338623
	Iteration 74Q: 3 clusters Score -1125905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1125905.625000 Penalty: 3013.338623
	Iteration 75Q: 3 clusters Score -1125906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1125910.875000 Penalty: 3013.338623
	Iteration 76Q: 3 clusters Score -1125911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1125914.125000 Penalty: 3013.338623
	Iteration 77Q: 3 clusters Score -1125914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1125919.750000 Penalty: 3013.338623
	Iteration 78Q: 3 clusters Score -1125920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1125921.875000 Penalty: 3013.338623
	Iteration 79Q: 3 clusters Score -1125922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1125921.625000 Penalty: 3013.338623
	Iteration 80F: 3 clusters Score -1125922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1125924.625000 Penalty: 3013.338623
	Iteration 81Q: 3 clusters Score -1125925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1125924.125000 Penalty: 3013.338623
	Iteration 82Q: 3 clusters Score -1125924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1125927.000000 Penalty: 3013.338623
	Iteration 83Q: 3 clusters Score -1125927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1125926.125000 Penalty: 3013.338623
	Iteration 84Q: 3 clusters Score -1125926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1125926.875000 Penalty: 3013.338623
	Iteration 85Q: 3 clusters Score -1125927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1125930.125000 Penalty: 3013.338623
	Iteration 86Q: 3 clusters Score -1125930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1125930.500000 Penalty: 3013.338623
	Iteration 87Q: 3 clusters Score -1125930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1125932.875000 Penalty: 3013.338623
	Iteration 88Q: 3 clusters Score -1125933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1125935.375000 Penalty: 3013.338623
	Iteration 89Q: 3 clusters Score -1125935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1125934.875000 Penalty: 3013.338623
	Iteration 90Q: 3 clusters Score -1125935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1125940.375000 Penalty: 3013.338623
	Iteration 91Q: 3 clusters Score -1125940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1125943.875000 Penalty: 3013.338623
	Iteration 92Q: 3 clusters Score -1125944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1125950.250000 Penalty: 3013.338623
	Iteration 93Q: 3 clusters Score -1125950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1125954.875000 Penalty: 3013.338623
	Iteration 94Q: 3 clusters Score -1125955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1125959.000000 Penalty: 3013.338623
	Iteration 95Q: 3 clusters Score -1125959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1125963.750000 Penalty: 3013.338623
	Iteration 96Q: 3 clusters Score -1125964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1125971.125000 Penalty: 3013.338623
	Iteration 97Q: 3 clusters Score -1125971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1125973.625000 Penalty: 3013.338623
	Iteration 98Q: 3 clusters Score -1125974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1125977.875000 Penalty: 3013.338623
	Iteration 99Q: 3 clusters Score -1125978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1125978.250000 Penalty: 3013.338623
	Iteration 100F: 3 clusters Score -1125978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1125978.875000 Penalty: 3013.338623
	Iteration 101Q: 3 clusters Score -1125979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1125982.375000 Penalty: 3013.338623
	Iteration 102Q: 3 clusters Score -1125982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1125980.625000 Penalty: 3013.338623
	Iteration 103Q: 3 clusters Score -1125981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1125980.625000 Penalty: 3013.338623
	Iteration 104F: 3 clusters Score -1125981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Entering Unmasked Estep 
Score: -1934956.500000 Penalty: 1596.322754
	Iteration 0F: 2 clusters Score -1934956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1922290.625000 Penalty: 3192.645508
	Iteration 0F: 3 clusters Score -1922291 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1926933.000000 Penalty: 3192.645508
	Iteration 1F: 3 clusters Score -1926933 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1927335.875000 Penalty: 3192.645508
	Iteration 2F: 3 clusters Score -1927336 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1927793.625000 Penalty: 3192.645508
	Iteration 3F: 3 clusters Score -1927794 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1928403.250000 Penalty: 3192.645508
	Iteration 4F: 3 clusters Score -1928403 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1929094.625000 Penalty: 3192.645508
	Iteration 5F: 3 clusters Score -1929095 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1929872.875000 Penalty: 3192.645508
	Iteration 6F: 3 clusters Score -1929873 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1930679.500000 Penalty: 3192.645508
	Iteration 7F: 3 clusters Score -1930680 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1931385.625000 Penalty: 3192.645508
	Iteration 8Q: 3 clusters Score -1931386 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1931915.250000 Penalty: 3192.645508
	Iteration 9Q: 3 clusters Score -1931915 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1932320.500000 Penalty: 3192.645508
	Iteration 10Q: 3 clusters Score -1932320 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1932615.250000 Penalty: 3192.645508
	Iteration 11Q: 3 clusters Score -1932615 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1932852.500000 Penalty: 3192.645508
	Iteration 12Q: 3 clusters Score -1932852 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1933046.625000 Penalty: 3192.645508
	Iteration 13Q: 3 clusters Score -1933047 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1933232.875000 Penalty: 3192.645508
	Iteration 14Q: 3 clusters Score -1933233 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1933414.500000 Penalty: 3192.645508
	Iteration 15Q: 3 clusters Score -1933414 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1933551.500000 Penalty: 3192.645508
	Iteration 16Q: 3 clusters Score -1933552 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1933671.500000 Penalty: 3192.645508
	Iteration 17Q: 3 clusters Score -1933672 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1933760.500000 Penalty: 3192.645508
	Iteration 18Q: 3 clusters Score -1933760 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1933809.250000 Penalty: 3192.645508
	Iteration 19Q: 3 clusters Score -1933809 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1933851.250000 Penalty: 3192.645508
	Iteration 20F: 3 clusters Score -1933851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1933869.000000 Penalty: 3192.645508
	Iteration 21Q: 3 clusters Score -1933869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1933882.625000 Penalty: 3192.645508
	Iteration 22Q: 3 clusters Score -1933883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1933889.250000 Penalty: 3192.645508
	Iteration 23Q: 3 clusters Score -1933889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1933897.250000 Penalty: 3192.645508
	Iteration 24Q: 3 clusters Score -1933897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1933903.000000 Penalty: 3192.645508
	Iteration 25Q: 3 clusters Score -1933903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1933906.625000 Penalty: 3192.645508
	Iteration 26Q: 3 clusters Score -1933907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1933908.625000 Penalty: 3192.645508
	Iteration 27Q: 3 clusters Score -1933909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1933908.125000 Penalty: 3192.645508
	Iteration 28Q: 3 clusters Score -1933908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1933908.250000 Penalty: 3192.645508
	Iteration 29Q: 3 clusters Score -1933908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1933908.750000 Penalty: 3192.645508
	Iteration 30Q: 3 clusters Score -1933909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1933908.750000 Penalty: 3192.645508
	Iteration 31F: 3 clusters Score -1933909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Entering Unmasked Estep 
Score: -573812.000000 Penalty: 1398.226562
	Iteration 0F: 2 clusters Score -573812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -569601.375000 Penalty: 2796.453125
	Iteration 0F: 3 clusters Score -569601.4 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -570864.562500 Penalty: 2796.453125
	Iteration 1F: 3 clusters Score -570864.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -571204.125000 Penalty: 2796.453125
	Iteration 2F: 3 clusters Score -571204.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -571600.875000 Penalty: 2796.453125
	Iteration 3F: 3 clusters Score -571600.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -572027.000000 Penalty: 2796.453125
	Iteration 4F: 3 clusters Score -572027 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -572395.125000 Penalty: 2796.453125
	Iteration 5F: 3 clusters Score -572395.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -572613.562500 Penalty: 2796.453125
	Iteration 6F: 3 clusters Score -572613.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -572749.687500 Penalty: 2796.453125
	Iteration 7Q: 3 clusters Score -572749.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -572837.062500 Penalty: 2796.453125
	Iteration 8Q: 3 clusters Score -572837.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -572882.687500 Penalty: 2796.453125
	Iteration 9Q: 3 clusters Score -572882.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -572911.375000 Penalty: 2796.453125
	Iteration 10Q: 3 clusters Score -572911.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -572930.375000 Penalty: 2796.453125
	Iteration 11Q: 3 clusters Score -572930.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -572942.937500 Penalty: 2796.453125
	Iteration 12Q: 3 clusters Score -572942.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -572949.187500 Penalty: 2796.453125
	Iteration 13Q: 3 clusters Score -572949.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -572955.437500 Penalty: 2796.453125
	Iteration 14Q: 3 clusters Score -572955.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -572959.687500 Penalty: 2796.453125
	Iteration 15Q: 3 clusters Score -572959.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -572962.437500 Penalty: 2796.453125
	Iteration 16Q: 3 clusters Score -572962.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -572964.125000 Penalty: 2796.453125
	Iteration 17Q: 3 clusters Score -572964.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -572966.062500 Penalty: 2796.453125
	Iteration 18Q: 3 clusters Score -572966.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -572967.312500 Penalty: 2796.453125
	Iteration 19Q: 3 clusters Score -572967.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -572966.250000 Penalty: 2796.453125
	Iteration 20F: 3 clusters Score -572966.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Entering Unmasked Estep 
Score: -338897.062500 Penalty: 1318.383057
	Iteration 0F: 2 clusters Score -338897.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -335935.156250 Penalty: 2636.766113
	Iteration 0F: 3 clusters Score -335935.2 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -336717.625000 Penalty: 2636.766113
	Iteration 1F: 3 clusters Score -336717.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -336876.000000 Penalty: 2636.766113
	Iteration 2F: 3 clusters Score -336876 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -337000.187500 Penalty: 2636.766113
	Iteration 3F: 3 clusters Score -337000.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -337098.656250 Penalty: 2636.766113
	Iteration 4Q: 3 clusters Score -337098.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -337170.625000 Penalty: 2636.766113
	Iteration 5Q: 3 clusters Score -337170.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -337226.906250 Penalty: 2636.766113
	Iteration 6Q: 3 clusters Score -337226.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -337267.687500 Penalty: 2636.766113
	Iteration 7Q: 3 clusters Score -337267.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -337308.250000 Penalty: 2636.766113
	Iteration 8Q: 3 clusters Score -337308.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -337350.531250 Penalty: 2636.766113
	Iteration 9Q: 3 clusters Score -337350.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -337397.968750 Penalty: 2636.766113
	Iteration 10Q: 3 clusters Score -337398 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -337448.062500 Penalty: 2636.766113
	Iteration 11Q: 3 clusters Score -337448.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -337489.406250 Penalty: 2636.766113
	Iteration 12Q: 3 clusters Score -337489.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -337520.312500 Penalty: 2636.766113
	Iteration 13Q: 3 clusters Score -337520.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -337554.250000 Penalty: 2636.766113
	Iteration 14Q: 3 clusters Score -337554.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -337586.343750 Penalty: 2636.766113
	Iteration 15Q: 3 clusters Score -337586.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -337618.906250 Penalty: 2636.766113
	Iteration 16Q: 3 clusters Score -337618.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -337651.406250 Penalty: 2636.766113
	Iteration 17Q: 3 clusters Score -337651.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -337683.218750 Penalty: 2636.766113
	Iteration 18Q: 3 clusters Score -337683.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -337712.000000 Penalty: 2636.766113
	Iteration 19Q: 3 clusters Score -337712 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -337740.625000 Penalty: 2636.766113
	Iteration 20F: 3 clusters Score -337740.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -337771.812500 Penalty: 2636.766113
	Iteration 21Q: 3 clusters Score -337771.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -337792.500000 Penalty: 2636.766113
	Iteration 22Q: 3 clusters Score -337792.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -337808.687500 Penalty: 2636.766113
	Iteration 23Q: 3 clusters Score -337808.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -337827.656250 Penalty: 2636.766113
	Iteration 24Q: 3 clusters Score -337827.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -337839.125000 Penalty: 2636.766113
	Iteration 25Q: 3 clusters Score -337839.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -337846.187500 Penalty: 2636.766113
	Iteration 26Q: 3 clusters Score -337846.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -337853.375000 Penalty: 2636.766113
	Iteration 27Q: 3 clusters Score -337853.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -337859.781250 Penalty: 2636.766113
	Iteration 28Q: 3 clusters Score -337859.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -337865.156250 Penalty: 2636.766113
	Iteration 29Q: 3 clusters Score -337865.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -337873.593750 Penalty: 2636.766113
	Iteration 30Q: 3 clusters Score -337873.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -337881.781250 Penalty: 2636.766113
	Iteration 31Q: 3 clusters Score -337881.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -337890.468750 Penalty: 2636.766113
	Iteration 32Q: 3 clusters Score -337890.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -337898.375000 Penalty: 2636.766113
	Iteration 33Q: 3 clusters Score -337898.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -337905.437500 Penalty: 2636.766113
	Iteration 34Q: 3 clusters Score -337905.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -337910.718750 Penalty: 2636.766113
	Iteration 35Q: 3 clusters Score -337910.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -337912.968750 Penalty: 2636.766113
	Iteration 36Q: 3 clusters Score -337913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -337916.218750 Penalty: 2636.766113
	Iteration 37Q: 3 clusters Score -337916.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -337917.750000 Penalty: 2636.766113
	Iteration 38Q: 3 clusters Score -337917.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -337920.500000 Penalty: 2636.766113
	Iteration 39Q: 3 clusters Score -337920.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -337924.062500 Penalty: 2636.766113
	Iteration 40F: 3 clusters Score -337924.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -337928.125000 Penalty: 2636.766113
	Iteration 41Q: 3 clusters Score -337928.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -337930.656250 Penalty: 2636.766113
	Iteration 42Q: 3 clusters Score -337930.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -337933.812500 Penalty: 2636.766113
	Iteration 43Q: 3 clusters Score -337933.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -337939.031250 Penalty: 2636.766113
	Iteration 44Q: 3 clusters Score -337939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -337946.312500 Penalty: 2636.766113
	Iteration 45Q: 3 clusters Score -337946.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -337951.500000 Penalty: 2636.766113
	Iteration 46Q: 3 clusters Score -337951.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -337956.906250 Penalty: 2636.766113
	Iteration 47Q: 3 clusters Score -337956.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -337961.937500 Penalty: 2636.766113
	Iteration 48Q: 3 clusters Score -337961.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -337966.937500 Penalty: 2636.766113
	Iteration 49Q: 3 clusters Score -337966.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -337971.468750 Penalty: 2636.766113
	Iteration 50Q: 3 clusters Score -337971.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -337974.343750 Penalty: 2636.766113
	Iteration 51Q: 3 clusters Score -337974.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -337977.343750 Penalty: 2636.766113
	Iteration 52Q: 3 clusters Score -337977.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -337981.406250 Penalty: 2636.766113
	Iteration 53Q: 3 clusters Score -337981.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -337983.437500 Penalty: 2636.766113
	Iteration 54Q: 3 clusters Score -337983.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -337986.031250 Penalty: 2636.766113
	Iteration 55Q: 3 clusters Score -337986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -337987.531250 Penalty: 2636.766113
	Iteration 56Q: 3 clusters Score -337987.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -337989.375000 Penalty: 2636.766113
	Iteration 57Q: 3 clusters Score -337989.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -337990.656250 Penalty: 2636.766113
	Iteration 58Q: 3 clusters Score -337990.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -337991.781250 Penalty: 2636.766113
	Iteration 59Q: 3 clusters Score -337991.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -337992.250000 Penalty: 2636.766113
	Iteration 60F: 3 clusters Score -337992.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -337992.718750 Penalty: 2636.766113
	Iteration 61Q: 3 clusters Score -337992.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -337992.718750 Penalty: 2636.766113
	Iteration 62F: 3 clusters Score -337992.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (170964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170964 members 
Entering Unmasked Estep 
Score: -18367438.000000 Penalty: 1957.996460
	Iteration 0F: 2 clusters Score -1.836744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85073 members 
Mstep: Class 2 contains 85891 members 
Entering Unmasked Estep 
Score: -18258862.000000 Penalty: 3915.992920
	Iteration 0F: 3 clusters Score -1.825886e+07 nChanged 82882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74759 members 
Mstep: Class 2 contains 96205 members 
Entering Unmasked Estep 
Score: -18309924.000000 Penalty: 3915.992920
	Iteration 1F: 3 clusters Score -1.830992e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 102981 members 
Entering Unmasked Estep 
Score: -18313244.000000 Penalty: 3915.992920
	Iteration 2Q: 3 clusters Score -1.831324e+07 nChanged 10777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 112670 members 
Entering Unmasked Estep 
Score: -18319486.000000 Penalty: 3915.992920
	Iteration 3F: 3 clusters Score -1.831949e+07 nChanged 13432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 125398 members 
Entering Unmasked Estep 
Score: -18329456.000000 Penalty: 3915.992920
	Iteration 4F: 3 clusters Score -1.832946e+07 nChanged 14643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 139767 members 
Entering Unmasked Estep 
Score: -18342280.000000 Penalty: 3915.992920
	Iteration 5F: 3 clusters Score -1.834228e+07 nChanged 13227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 152936 members 
Entering Unmasked Estep 
Score: -18354474.000000 Penalty: 3915.992920
	Iteration 6F: 3 clusters Score -1.835447e+07 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 162599 members 
Entering Unmasked Estep 
Score: -18361662.000000 Penalty: 3915.992920
	Iteration 7F: 3 clusters Score -1.836166e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 167916 members 
Entering Unmasked Estep 
Score: -18364536.000000 Penalty: 3915.992920
	Iteration 8Q: 3 clusters Score -1.836454e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 169998 members 
Entering Unmasked Estep 
Score: -18365326.000000 Penalty: 3915.992920
	Iteration 9Q: 3 clusters Score -1.836533e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 170608 members 
Entering Unmasked Estep 
Score: -18365534.000000 Penalty: 3915.992920
	Iteration 10Q: 3 clusters Score -1.836553e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 170742 members 
Entering Unmasked Estep 
Score: -18365704.000000 Penalty: 3915.992920
	Iteration 11Q: 3 clusters Score -1.83657e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 170787 members 
Entering Unmasked Estep 
Score: -18365760.000000 Penalty: 3915.992920
	Iteration 12Q: 3 clusters Score -1.836576e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 170804 members 
Entering Unmasked Estep 
Score: -18365768.000000 Penalty: 3915.992920
	Iteration 13Q: 3 clusters Score -1.836577e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 170809 members 
Entering Unmasked Estep 
Score: -18365796.000000 Penalty: 3915.992920
	Iteration 14Q: 3 clusters Score -1.83658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 170812 members 
Entering Unmasked Estep 
Score: -18365802.000000 Penalty: 3915.992920
	Iteration 15Q: 3 clusters Score -1.83658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 170814 members 
Entering Unmasked Estep 
Score: -18365810.000000 Penalty: 3915.992920
	Iteration 16Q: 3 clusters Score -1.836581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 170815 members 
Entering Unmasked Estep 
Score: -18365814.000000 Penalty: 3915.992920
	Iteration 17Q: 3 clusters Score -1.836581e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 170815 members 
Entering Unmasked Estep 
Score: -18365814.000000 Penalty: 3915.992920
	Iteration 18F: 3 clusters Score -1.836581e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Entering Unmasked Estep 
Score: -1085307.500000 Penalty: 1505.565308
	Iteration 0F: 2 clusters Score -1085308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1077751.500000 Penalty: 3011.130615
	Iteration 0F: 3 clusters Score -1077752 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1080530.125000 Penalty: 3011.130615
	Iteration 1F: 3 clusters Score -1080530 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1080997.875000 Penalty: 3011.130615
	Iteration 2F: 3 clusters Score -1080998 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1081510.875000 Penalty: 3011.130615
	Iteration 3F: 3 clusters Score -1081511 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1082052.250000 Penalty: 3011.130615
	Iteration 4F: 3 clusters Score -1082052 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1082460.250000 Penalty: 3011.130615
	Iteration 5F: 3 clusters Score -1082460 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1082798.500000 Penalty: 3011.130615
	Iteration 6F: 3 clusters Score -1082798 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1083039.375000 Penalty: 3011.130615
	Iteration 7Q: 3 clusters Score -1083039 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1083216.500000 Penalty: 3011.130615
	Iteration 8Q: 3 clusters Score -1083216 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1083345.125000 Penalty: 3011.130615
	Iteration 9Q: 3 clusters Score -1083345 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1083435.125000 Penalty: 3011.130615
	Iteration 10Q: 3 clusters Score -1083435 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1083501.625000 Penalty: 3011.130615
	Iteration 11Q: 3 clusters Score -1083502 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1083550.875000 Penalty: 3011.130615
	Iteration 12Q: 3 clusters Score -1083551 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1083586.625000 Penalty: 3011.130615
	Iteration 13Q: 3 clusters Score -1083587 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1083614.875000 Penalty: 3011.130615
	Iteration 14Q: 3 clusters Score -1083615 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1083646.875000 Penalty: 3011.130615
	Iteration 15Q: 3 clusters Score -1083647 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1083680.750000 Penalty: 3011.130615
	Iteration 16Q: 3 clusters Score -1083681 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1083703.875000 Penalty: 3011.130615
	Iteration 17Q: 3 clusters Score -1083704 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1083721.750000 Penalty: 3011.130615
	Iteration 18Q: 3 clusters Score -1083722 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1083747.375000 Penalty: 3011.130615
	Iteration 19Q: 3 clusters Score -1083747 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1083769.500000 Penalty: 3011.130615
	Iteration 20F: 3 clusters Score -1083770 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1083798.750000 Penalty: 3011.130615
	Iteration 21Q: 3 clusters Score -1083799 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1083826.875000 Penalty: 3011.130615
	Iteration 22Q: 3 clusters Score -1083827 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1083849.625000 Penalty: 3011.130615
	Iteration 23Q: 3 clusters Score -1083850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1083862.625000 Penalty: 3011.130615
	Iteration 24Q: 3 clusters Score -1083863 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1083879.000000 Penalty: 3011.130615
	Iteration 25Q: 3 clusters Score -1083879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1083887.750000 Penalty: 3011.130615
	Iteration 26Q: 3 clusters Score -1083888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1083900.375000 Penalty: 3011.130615
	Iteration 27Q: 3 clusters Score -1083900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1083913.500000 Penalty: 3011.130615
	Iteration 28Q: 3 clusters Score -1083914 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1083930.375000 Penalty: 3011.130615
	Iteration 29Q: 3 clusters Score -1083930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1083941.625000 Penalty: 3011.130615
	Iteration 30Q: 3 clusters Score -1083942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1083954.125000 Penalty: 3011.130615
	Iteration 31Q: 3 clusters Score -1083954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1083966.750000 Penalty: 3011.130615
	Iteration 32Q: 3 clusters Score -1083967 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1083982.125000 Penalty: 3011.130615
	Iteration 33Q: 3 clusters Score -1083982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1083984.125000 Penalty: 3011.130615
	Iteration 34Q: 3 clusters Score -1083984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1083987.875000 Penalty: 3011.130615
	Iteration 35Q: 3 clusters Score -1083988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1083994.375000 Penalty: 3011.130615
	Iteration 36Q: 3 clusters Score -1083994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1084000.625000 Penalty: 3011.130615
	Iteration 37Q: 3 clusters Score -1084001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1084012.125000 Penalty: 3011.130615
	Iteration 38Q: 3 clusters Score -1084012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1084018.375000 Penalty: 3011.130615
	Iteration 39Q: 3 clusters Score -1084018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1084021.750000 Penalty: 3011.130615
	Iteration 40F: 3 clusters Score -1084022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1084023.750000 Penalty: 3011.130615
	Iteration 41Q: 3 clusters Score -1084024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1084024.375000 Penalty: 3011.130615
	Iteration 42Q: 3 clusters Score -1084024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1084029.375000 Penalty: 3011.130615
	Iteration 43Q: 3 clusters Score -1084029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1084029.625000 Penalty: 3011.130615
	Iteration 44Q: 3 clusters Score -1084030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1084037.000000 Penalty: 3011.130615
	Iteration 45Q: 3 clusters Score -1084037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1084042.875000 Penalty: 3011.130615
	Iteration 46Q: 3 clusters Score -1084043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1084043.625000 Penalty: 3011.130615
	Iteration 47Q: 3 clusters Score -1084044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1084046.250000 Penalty: 3011.130615
	Iteration 48Q: 3 clusters Score -1084046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1084051.250000 Penalty: 3011.130615
	Iteration 49Q: 3 clusters Score -1084051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1084055.250000 Penalty: 3011.130615
	Iteration 50Q: 3 clusters Score -1084055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1084060.250000 Penalty: 3011.130615
	Iteration 51Q: 3 clusters Score -1084060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1084064.250000 Penalty: 3011.130615
	Iteration 52Q: 3 clusters Score -1084064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1084064.625000 Penalty: 3011.130615
	Iteration 53Q: 3 clusters Score -1084065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1084066.500000 Penalty: 3011.130615
	Iteration 54Q: 3 clusters Score -1084066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1084069.375000 Penalty: 3011.130615
	Iteration 55Q: 3 clusters Score -1084069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1084077.000000 Penalty: 3011.130615
	Iteration 56Q: 3 clusters Score -1084077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1084080.375000 Penalty: 3011.130615
	Iteration 57Q: 3 clusters Score -1084080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1084081.500000 Penalty: 3011.130615
	Iteration 58Q: 3 clusters Score -1084082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1084083.750000 Penalty: 3011.130615
	Iteration 59Q: 3 clusters Score -1084084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1084086.875000 Penalty: 3011.130615
	Iteration 60F: 3 clusters Score -1084087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1084087.875000 Penalty: 3011.130615
	Iteration 61Q: 3 clusters Score -1084088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1084090.250000 Penalty: 3011.130615
	Iteration 62Q: 3 clusters Score -1084090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1084089.125000 Penalty: 3011.130615
	Iteration 63Q: 3 clusters Score -1084089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1084089.250000 Penalty: 3011.130615
	Iteration 64Q: 3 clusters Score -1084089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1084089.250000 Penalty: 3011.130615
	Iteration 65F: 3 clusters Score -1084089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Entering Unmasked Estep 
Score: -408715.281250 Penalty: 1367.175415
	Iteration 0F: 2 clusters Score -408715.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -405079.187500 Penalty: 2734.350830
	Iteration 0F: 3 clusters Score -405079.2 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -406281.656250 Penalty: 2734.350830
	Iteration 1F: 3 clusters Score -406281.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -406831.656250 Penalty: 2734.350830
	Iteration 2F: 3 clusters Score -406831.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -407479.531250 Penalty: 2734.350830
	Iteration 3F: 3 clusters Score -407479.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -407991.875000 Penalty: 2734.350830
	Iteration 4F: 3 clusters Score -407991.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -408251.406250 Penalty: 2734.350830
	Iteration 5F: 3 clusters Score -408251.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -408365.750000 Penalty: 2734.350830
	Iteration 6Q: 3 clusters Score -408365.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -408415.937500 Penalty: 2734.350830
	Iteration 7Q: 3 clusters Score -408415.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -408441.343750 Penalty: 2734.350830
	Iteration 8Q: 3 clusters Score -408441.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -408456.250000 Penalty: 2734.350830
	Iteration 9Q: 3 clusters Score -408456.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -408468.687500 Penalty: 2734.350830
	Iteration 10Q: 3 clusters Score -408468.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -408479.062500 Penalty: 2734.350830
	Iteration 11Q: 3 clusters Score -408479.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -408483.375000 Penalty: 2734.350830
	Iteration 12Q: 3 clusters Score -408483.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -408486.593750 Penalty: 2734.350830
	Iteration 13Q: 3 clusters Score -408486.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -408487.031250 Penalty: 2734.350830
	Iteration 14Q: 3 clusters Score -408487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -408487.375000 Penalty: 2734.350830
	Iteration 15Q: 3 clusters Score -408487.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -408487.750000 Penalty: 2734.350830
	Iteration 16Q: 3 clusters Score -408487.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -408487.750000 Penalty: 2734.350830
	Iteration 17F: 3 clusters Score -408487.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Entering Unmasked Estep 
Score: -121416.593750 Penalty: 1150.777588
	Iteration 0F: 2 clusters Score -121416.6 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 604 members 
Entering Unmasked Estep 
Score: -119868.031250 Penalty: 2301.555176
	Iteration 0F: 3 clusters Score -119868 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -120140.898438 Penalty: 2301.555176
	Iteration 1F: 3 clusters Score -120140.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -120201.757812 Penalty: 2301.555176
	Iteration 2F: 3 clusters Score -120201.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -120243.531250 Penalty: 2301.555176
	Iteration 3Q: 3 clusters Score -120243.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -120268.828125 Penalty: 2301.555176
	Iteration 4Q: 3 clusters Score -120268.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -120298.226562 Penalty: 2301.555176
	Iteration 5Q: 3 clusters Score -120298.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -120318.820312 Penalty: 2301.555176
	Iteration 6Q: 3 clusters Score -120318.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -120331.710938 Penalty: 2301.555176
	Iteration 7Q: 3 clusters Score -120331.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -120339.609375 Penalty: 2301.555176
	Iteration 8Q: 3 clusters Score -120339.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -120342.257812 Penalty: 2301.555176
	Iteration 9Q: 3 clusters Score -120342.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -120343.437500 Penalty: 2301.555176
	Iteration 10Q: 3 clusters Score -120343.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -120345.054688 Penalty: 2301.555176
	Iteration 11Q: 3 clusters Score -120345.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -120347.914062 Penalty: 2301.555176
	Iteration 12Q: 3 clusters Score -120347.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -120350.140625 Penalty: 2301.555176
	Iteration 13Q: 3 clusters Score -120350.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -120350.507812 Penalty: 2301.555176
	Iteration 14Q: 3 clusters Score -120350.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -120351.828125 Penalty: 2301.555176
	Iteration 15Q: 3 clusters Score -120351.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -120352.281250 Penalty: 2301.555176
	Iteration 16Q: 3 clusters Score -120352.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -120352.281250 Penalty: 2301.555176
	Iteration 17F: 3 clusters Score -120352.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Entering Unmasked Estep 
Score: -2631604.500000 Penalty: 1643.950928
	Iteration 0F: 2 clusters Score -2631604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2614840.250000 Penalty: 3287.901855
	Iteration 0F: 3 clusters Score -2614840 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2620988.250000 Penalty: 3287.901855
	Iteration 1F: 3 clusters Score -2620988 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2621362.250000 Penalty: 3287.901855
	Iteration 2Q: 3 clusters Score -2621362 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2621730.750000 Penalty: 3287.901855
	Iteration 3Q: 3 clusters Score -2621731 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2622086.000000 Penalty: 3287.901855
	Iteration 4Q: 3 clusters Score -2622086 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2622480.000000 Penalty: 3287.901855
	Iteration 5Q: 3 clusters Score -2622480 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2622892.250000 Penalty: 3287.901855
	Iteration 6Q: 3 clusters Score -2622892 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2623392.250000 Penalty: 3287.901855
	Iteration 7Q: 3 clusters Score -2623392 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2623972.750000 Penalty: 3287.901855
	Iteration 8Q: 3 clusters Score -2623973 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2624673.750000 Penalty: 3287.901855
	Iteration 9Q: 3 clusters Score -2624674 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2625400.750000 Penalty: 3287.901855
	Iteration 10Q: 3 clusters Score -2625401 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2626151.750000 Penalty: 3287.901855
	Iteration 11Q: 3 clusters Score -2626152 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2626800.750000 Penalty: 3287.901855
	Iteration 12Q: 3 clusters Score -2626801 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -2627358.500000 Penalty: 3287.901855
	Iteration 13Q: 3 clusters Score -2627358 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2627836.250000 Penalty: 3287.901855
	Iteration 14Q: 3 clusters Score -2627836 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2628295.500000 Penalty: 3287.901855
	Iteration 15Q: 3 clusters Score -2628296 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2628684.000000 Penalty: 3287.901855
	Iteration 16Q: 3 clusters Score -2628684 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2629037.250000 Penalty: 3287.901855
	Iteration 17Q: 3 clusters Score -2629037 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2629302.500000 Penalty: 3287.901855
	Iteration 18Q: 3 clusters Score -2629302 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2629541.000000 Penalty: 3287.901855
	Iteration 19Q: 3 clusters Score -2629541 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2629721.500000 Penalty: 3287.901855
	Iteration 20F: 3 clusters Score -2629722 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2629845.750000 Penalty: 3287.901855
	Iteration 21Q: 3 clusters Score -2629846 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2629955.250000 Penalty: 3287.901855
	Iteration 22Q: 3 clusters Score -2629955 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2630020.750000 Penalty: 3287.901855
	Iteration 23Q: 3 clusters Score -2630021 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2630070.750000 Penalty: 3287.901855
	Iteration 24Q: 3 clusters Score -2630071 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2630107.500000 Penalty: 3287.901855
	Iteration 25Q: 3 clusters Score -2630108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2630133.000000 Penalty: 3287.901855
	Iteration 26Q: 3 clusters Score -2630133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2630152.250000 Penalty: 3287.901855
	Iteration 27Q: 3 clusters Score -2630152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2630159.500000 Penalty: 3287.901855
	Iteration 28Q: 3 clusters Score -2630160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2630162.500000 Penalty: 3287.901855
	Iteration 29Q: 3 clusters Score -2630162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2630170.750000 Penalty: 3287.901855
	Iteration 30Q: 3 clusters Score -2630171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2630177.500000 Penalty: 3287.901855
	Iteration 31Q: 3 clusters Score -2630178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2630184.250000 Penalty: 3287.901855
	Iteration 32Q: 3 clusters Score -2630184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2630188.500000 Penalty: 3287.901855
	Iteration 33Q: 3 clusters Score -2630188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2630187.000000 Penalty: 3287.901855
	Iteration 34Q: 3 clusters Score -2630187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2630190.750000 Penalty: 3287.901855
	Iteration 35Q: 3 clusters Score -2630191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2630194.250000 Penalty: 3287.901855
	Iteration 36Q: 3 clusters Score -2630194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2630194.250000 Penalty: 3287.901855
	Iteration 37F: 3 clusters Score -2630194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Entering Unmasked Estep 
Score: -605167.437500 Penalty: 1407.769409
	Iteration 0F: 2 clusters Score -605167.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -600699.875000 Penalty: 2815.538818
	Iteration 0F: 3 clusters Score -600699.9 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -602079.312500 Penalty: 2815.538818
	Iteration 1F: 3 clusters Score -602079.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -602335.812500 Penalty: 2815.538818
	Iteration 2F: 3 clusters Score -602335.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -602538.625000 Penalty: 2815.538818
	Iteration 3F: 3 clusters Score -602538.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -602755.312500 Penalty: 2815.538818
	Iteration 4F: 3 clusters Score -602755.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -603015.812500 Penalty: 2815.538818
	Iteration 5F: 3 clusters Score -603015.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -603333.062500 Penalty: 2815.538818
	Iteration 6F: 3 clusters Score -603333.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -603651.750000 Penalty: 2815.538818
	Iteration 7F: 3 clusters Score -603651.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -603932.125000 Penalty: 2815.538818
	Iteration 8F: 3 clusters Score -603932.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -604133.312500 Penalty: 2815.538818
	Iteration 9Q: 3 clusters Score -604133.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -604266.937500 Penalty: 2815.538818
	Iteration 10Q: 3 clusters Score -604266.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -604347.500000 Penalty: 2815.538818
	Iteration 11Q: 3 clusters Score -604347.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -604407.312500 Penalty: 2815.538818
	Iteration 12Q: 3 clusters Score -604407.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -604459.687500 Penalty: 2815.538818
	Iteration 13Q: 3 clusters Score -604459.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -604517.875000 Penalty: 2815.538818
	Iteration 14Q: 3 clusters Score -604517.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -604569.062500 Penalty: 2815.538818
	Iteration 15Q: 3 clusters Score -604569.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -604628.125000 Penalty: 2815.538818
	Iteration 16Q: 3 clusters Score -604628.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -604709.437500 Penalty: 2815.538818
	Iteration 17Q: 3 clusters Score -604709.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -604796.062500 Penalty: 2815.538818
	Iteration 18Q: 3 clusters Score -604796.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -604894.125000 Penalty: 2815.538818
	Iteration 19Q: 3 clusters Score -604894.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -604969.437500 Penalty: 2815.538818
	Iteration 20F: 3 clusters Score -604969.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -605033.500000 Penalty: 2815.538818
	Iteration 21Q: 3 clusters Score -605033.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -605079.125000 Penalty: 2815.538818
	Iteration 22Q: 3 clusters Score -605079.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -605128.625000 Penalty: 2815.538818
	Iteration 23Q: 3 clusters Score -605128.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -605167.437500 Penalty: 2815.538818
	Iteration 24Q: 3 clusters Score -605167.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -605196.562500 Penalty: 2815.538818
	Iteration 25Q: 3 clusters Score -605196.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -605221.187500 Penalty: 2815.538818
	Iteration 26Q: 3 clusters Score -605221.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -605231.250000 Penalty: 2815.538818
	Iteration 27Q: 3 clusters Score -605231.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -605233.312500 Penalty: 2815.538818
	Iteration 28Q: 3 clusters Score -605233.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -605235.750000 Penalty: 2815.538818
	Iteration 29Q: 3 clusters Score -605235.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -605236.250000 Penalty: 2815.538818
	Iteration 30Q: 3 clusters Score -605236.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -605235.625000 Penalty: 2815.538818
	Iteration 31Q: 3 clusters Score -605235.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -605236.000000 Penalty: 2815.538818
	Iteration 32Q: 3 clusters Score -605236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -605236.000000 Penalty: 2815.538818
	Iteration 33F: 3 clusters Score -605236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 13618 members 
Mstep: Class 3 contains 2922 members 
Mstep: Class 4 contains 11381 members 
Mstep: Class 5 contains 30949 members 
Mstep: Class 6 contains 128421 members 
Mstep: Class 7 contains 4407 members 
Mstep: Class 8 contains 19802 members 
Mstep: Class 9 contains 8066 members 
Mstep: Class 10 contains 39873 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7125 members 
Mstep: Class 13 contains 10634 members 
Mstep: Class 14 contains 18463 members 
Mstep: Class 15 contains 5456 members 
Mstep: Class 16 contains 3338 members 
Mstep: Class 17 contains 170964 members 
Mstep: Class 18 contains 10562 members 
Mstep: Class 19 contains 4507 members 
Mstep: Class 20 contains 1190 members 
Mstep: Class 21 contains 24751 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 17854 members 
Mstep: Class 25 contains 2126 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 13331 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2194 members 
Mstep: Class 30 contains 24668 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 1453 members 
Mstep: Class 33 contains 2678 members 
Mstep: Class 34 contains 202 members 
Mstep: Class 35 contains 3365 members 
Entering Unmasked Estep 
Score: -65960416.000000 Penalty: 76049.578125
Splitting cluster 22 changes total score from -65960808.000000 to -65960416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (9375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Entering Unmasked Estep 
Score: -986801.125000 Penalty: 1486.192749
	Iteration 0F: 2 clusters Score -986801.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -980080.750000 Penalty: 2972.385498
	Iteration 0F: 3 clusters Score -980080.8 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -982195.937500 Penalty: 2972.385498
	Iteration 1F: 3 clusters Score -982195.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -982452.312500 Penalty: 2972.385498
	Iteration 2F: 3 clusters Score -982452.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -982648.812500 Penalty: 2972.385498
	Iteration 3Q: 3 clusters Score -982648.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -982843.500000 Penalty: 2972.385498
	Iteration 4Q: 3 clusters Score -982843.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -983016.750000 Penalty: 2972.385498
	Iteration 5Q: 3 clusters Score -983016.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -983217.125000 Penalty: 2972.385498
	Iteration 6Q: 3 clusters Score -983217.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -983462.187500 Penalty: 2972.385498
	Iteration 7Q: 3 clusters Score -983462.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -983752.625000 Penalty: 2972.385498
	Iteration 8Q: 3 clusters Score -983752.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -984044.937500 Penalty: 2972.385498
	Iteration 9Q: 3 clusters Score -984044.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -984382.250000 Penalty: 2972.385498
	Iteration 10Q: 3 clusters Score -984382.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -984689.812500 Penalty: 2972.385498
	Iteration 11Q: 3 clusters Score -984689.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -984936.062500 Penalty: 2972.385498
	Iteration 12Q: 3 clusters Score -984936.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -985108.187500 Penalty: 2972.385498
	Iteration 13Q: 3 clusters Score -985108.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -985227.250000 Penalty: 2972.385498
	Iteration 14Q: 3 clusters Score -985227.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -985321.187500 Penalty: 2972.385498
	Iteration 15Q: 3 clusters Score -985321.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -985402.562500 Penalty: 2972.385498
	Iteration 16Q: 3 clusters Score -985402.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -985465.437500 Penalty: 2972.385498
	Iteration 17Q: 3 clusters Score -985465.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -985505.312500 Penalty: 2972.385498
	Iteration 18Q: 3 clusters Score -985505.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -985528.500000 Penalty: 2972.385498
	Iteration 19Q: 3 clusters Score -985528.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -985553.625000 Penalty: 2972.385498
	Iteration 20F: 3 clusters Score -985553.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -985569.875000 Penalty: 2972.385498
	Iteration 21Q: 3 clusters Score -985569.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -985587.375000 Penalty: 2972.385498
	Iteration 22Q: 3 clusters Score -985587.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -985595.500000 Penalty: 2972.385498
	Iteration 23Q: 3 clusters Score -985595.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -985606.375000 Penalty: 2972.385498
	Iteration 24Q: 3 clusters Score -985606.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -985610.750000 Penalty: 2972.385498
	Iteration 25Q: 3 clusters Score -985610.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -985617.687500 Penalty: 2972.385498
	Iteration 26Q: 3 clusters Score -985617.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -985623.500000 Penalty: 2972.385498
	Iteration 27Q: 3 clusters Score -985623.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -985626.187500 Penalty: 2972.385498
	Iteration 28Q: 3 clusters Score -985626.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -985627.687500 Penalty: 2972.385498
	Iteration 29Q: 3 clusters Score -985627.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -985629.937500 Penalty: 2972.385498
	Iteration 30Q: 3 clusters Score -985629.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -985630.937500 Penalty: 2972.385498
	Iteration 31Q: 3 clusters Score -985630.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -985631.312500 Penalty: 2972.385498
	Iteration 32Q: 3 clusters Score -985631.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -985632.937500 Penalty: 2972.385498
	Iteration 33Q: 3 clusters Score -985632.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -985636.437500 Penalty: 2972.385498
	Iteration 34Q: 3 clusters Score -985636.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -985638.062500 Penalty: 2972.385498
	Iteration 35Q: 3 clusters Score -985638.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -985639.500000 Penalty: 2972.385498
	Iteration 36Q: 3 clusters Score -985639.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -985639.500000 Penalty: 2972.385498
	Iteration 37Q: 3 clusters Score -985639.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -985639.312500 Penalty: 2972.385498
	Iteration 38Q: 3 clusters Score -985639.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -985642.812500 Penalty: 2972.385498
	Iteration 39Q: 3 clusters Score -985642.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -985646.312500 Penalty: 2972.385498
	Iteration 40F: 3 clusters Score -985646.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -985648.687500 Penalty: 2972.385498
	Iteration 41Q: 3 clusters Score -985648.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -985649.812500 Penalty: 2972.385498
	Iteration 42Q: 3 clusters Score -985649.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -985651.562500 Penalty: 2972.385498
	Iteration 43Q: 3 clusters Score -985651.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -985656.625000 Penalty: 2972.385498
	Iteration 44Q: 3 clusters Score -985656.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -985663.125000 Penalty: 2972.385498
	Iteration 45Q: 3 clusters Score -985663.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -985668.875000 Penalty: 2972.385498
	Iteration 46Q: 3 clusters Score -985668.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -985672.375000 Penalty: 2972.385498
	Iteration 47Q: 3 clusters Score -985672.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -985673.687500 Penalty: 2972.385498
	Iteration 48Q: 3 clusters Score -985673.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -985676.187500 Penalty: 2972.385498
	Iteration 49Q: 3 clusters Score -985676.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -985678.937500 Penalty: 2972.385498
	Iteration 50Q: 3 clusters Score -985678.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -985683.187500 Penalty: 2972.385498
	Iteration 51Q: 3 clusters Score -985683.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -985682.937500 Penalty: 2972.385498
	Iteration 52Q: 3 clusters Score -985682.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -985686.187500 Penalty: 2972.385498
	Iteration 53Q: 3 clusters Score -985686.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -985695.062500 Penalty: 2972.385498
	Iteration 54Q: 3 clusters Score -985695.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -985705.000000 Penalty: 2972.385498
	Iteration 55Q: 3 clusters Score -985705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -985713.937500 Penalty: 2972.385498
	Iteration 56Q: 3 clusters Score -985713.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -985728.375000 Penalty: 2972.385498
	Iteration 57Q: 3 clusters Score -985728.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -985740.062500 Penalty: 2972.385498
	Iteration 58Q: 3 clusters Score -985740.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -985756.937500 Penalty: 2972.385498
	Iteration 59Q: 3 clusters Score -985756.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -985762.812500 Penalty: 2972.385498
	Iteration 60F: 3 clusters Score -985762.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -985768.500000 Penalty: 2972.385498
	Iteration 61Q: 3 clusters Score -985768.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -985777.437500 Penalty: 2972.385498
	Iteration 62Q: 3 clusters Score -985777.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -985783.625000 Penalty: 2972.385498
	Iteration 63Q: 3 clusters Score -985783.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -985787.000000 Penalty: 2972.385498
	Iteration 64Q: 3 clusters Score -985787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -985790.750000 Penalty: 2972.385498
	Iteration 65Q: 3 clusters Score -985790.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -985793.375000 Penalty: 2972.385498
	Iteration 66Q: 3 clusters Score -985793.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -985795.062500 Penalty: 2972.385498
	Iteration 67Q: 3 clusters Score -985795.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -985794.750000 Penalty: 2972.385498
	Iteration 68Q: 3 clusters Score -985794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -985795.437500 Penalty: 2972.385498
	Iteration 69Q: 3 clusters Score -985795.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -985795.562500 Penalty: 2972.385498
	Iteration 70Q: 3 clusters Score -985795.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -985795.750000 Penalty: 2972.385498
	Iteration 71Q: 3 clusters Score -985795.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -985795.750000 Penalty: 2972.385498
	Iteration 72F: 3 clusters Score -985795.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Entering Unmasked Estep 
Score: -1898730.625000 Penalty: 1590.872192
	Iteration 0F: 2 clusters Score -1898731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1886505.000000 Penalty: 3181.744385
	Iteration 0F: 3 clusters Score -1886505 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1891026.125000 Penalty: 3181.744385
	Iteration 1F: 3 clusters Score -1891026 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1891573.750000 Penalty: 3181.744385
	Iteration 2F: 3 clusters Score -1891574 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1892213.250000 Penalty: 3181.744385
	Iteration 3F: 3 clusters Score -1892213 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1893130.250000 Penalty: 3181.744385
	Iteration 4F: 3 clusters Score -1893130 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1894178.750000 Penalty: 3181.744385
	Iteration 5F: 3 clusters Score -1894179 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1895119.875000 Penalty: 3181.744385
	Iteration 6F: 3 clusters Score -1895120 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1895856.125000 Penalty: 3181.744385
	Iteration 7Q: 3 clusters Score -1895856 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1896331.250000 Penalty: 3181.744385
	Iteration 8Q: 3 clusters Score -1896331 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -1896581.250000 Penalty: 3181.744385
	Iteration 9Q: 3 clusters Score -1896581 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -1896721.000000 Penalty: 3181.744385
	Iteration 10Q: 3 clusters Score -1896721 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1896806.500000 Penalty: 3181.744385
	Iteration 11Q: 3 clusters Score -1896806 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1896866.750000 Penalty: 3181.744385
	Iteration 12Q: 3 clusters Score -1896867 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1896912.625000 Penalty: 3181.744385
	Iteration 13Q: 3 clusters Score -1896913 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -1896941.250000 Penalty: 3181.744385
	Iteration 14Q: 3 clusters Score -1896941 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1896979.625000 Penalty: 3181.744385
	Iteration 15Q: 3 clusters Score -1896980 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -1896997.500000 Penalty: 3181.744385
	Iteration 16Q: 3 clusters Score -1896998 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -1897020.250000 Penalty: 3181.744385
	Iteration 17Q: 3 clusters Score -1897020 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -1897047.750000 Penalty: 3181.744385
	Iteration 18Q: 3 clusters Score -1897048 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -1897072.000000 Penalty: 3181.744385
	Iteration 19Q: 3 clusters Score -1897072 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -1897099.125000 Penalty: 3181.744385
	Iteration 20F: 3 clusters Score -1897099 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -1897130.375000 Penalty: 3181.744385
	Iteration 21Q: 3 clusters Score -1897130 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -1897161.125000 Penalty: 3181.744385
	Iteration 22Q: 3 clusters Score -1897161 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -1897182.250000 Penalty: 3181.744385
	Iteration 23Q: 3 clusters Score -1897182 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -1897213.625000 Penalty: 3181.744385
	Iteration 24Q: 3 clusters Score -1897214 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -1897235.250000 Penalty: 3181.744385
	Iteration 25Q: 3 clusters Score -1897235 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -1897260.375000 Penalty: 3181.744385
	Iteration 26Q: 3 clusters Score -1897260 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1897280.250000 Penalty: 3181.744385
	Iteration 27Q: 3 clusters Score -1897280 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -1897293.375000 Penalty: 3181.744385
	Iteration 28Q: 3 clusters Score -1897293 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1897306.750000 Penalty: 3181.744385
	Iteration 29Q: 3 clusters Score -1897307 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -1897314.250000 Penalty: 3181.744385
	Iteration 30Q: 3 clusters Score -1897314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -1897331.375000 Penalty: 3181.744385
	Iteration 31Q: 3 clusters Score -1897331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -1897338.625000 Penalty: 3181.744385
	Iteration 32Q: 3 clusters Score -1897339 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -1897346.125000 Penalty: 3181.744385
	Iteration 33Q: 3 clusters Score -1897346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -1897352.750000 Penalty: 3181.744385
	Iteration 34Q: 3 clusters Score -1897353 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -1897361.125000 Penalty: 3181.744385
	Iteration 35Q: 3 clusters Score -1897361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -1897366.000000 Penalty: 3181.744385
	Iteration 36Q: 3 clusters Score -1897366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -1897369.875000 Penalty: 3181.744385
	Iteration 37Q: 3 clusters Score -1897370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -1897372.875000 Penalty: 3181.744385
	Iteration 38Q: 3 clusters Score -1897373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -1897375.750000 Penalty: 3181.744385
	Iteration 39Q: 3 clusters Score -1897376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -1897374.125000 Penalty: 3181.744385
	Iteration 40F: 3 clusters Score -1897374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -1897382.625000 Penalty: 3181.744385
	Iteration 41Q: 3 clusters Score -1897383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -1897385.500000 Penalty: 3181.744385
	Iteration 42Q: 3 clusters Score -1897386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -1897387.000000 Penalty: 3181.744385
	Iteration 43Q: 3 clusters Score -1897387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -1897388.125000 Penalty: 3181.744385
	Iteration 44Q: 3 clusters Score -1897388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -1897387.250000 Penalty: 3181.744385
	Iteration 45Q: 3 clusters Score -1897387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -1897389.000000 Penalty: 3181.744385
	Iteration 46Q: 3 clusters Score -1897389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -1897389.750000 Penalty: 3181.744385
	Iteration 47Q: 3 clusters Score -1897390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -1897387.500000 Penalty: 3181.744385
	Iteration 48Q: 3 clusters Score -1897388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -1897391.750000 Penalty: 3181.744385
	Iteration 49Q: 3 clusters Score -1897392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -1897391.875000 Penalty: 3181.744385
	Iteration 50Q: 3 clusters Score -1897392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -1897389.500000 Penalty: 3181.744385
	Iteration 51Q: 3 clusters Score -1897390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -1897389.500000 Penalty: 3181.744385
	Iteration 52F: 3 clusters Score -1897390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Entering Unmasked Estep 
Score: -202369.015625 Penalty: 1245.074585
	Iteration 0F: 2 clusters Score -202369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -200243.984375 Penalty: 2490.149170
	Iteration 0F: 3 clusters Score -200244 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -200985.953125 Penalty: 2490.149170
	Iteration 1F: 3 clusters Score -200986 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -201532.546875 Penalty: 2490.149170
	Iteration 2F: 3 clusters Score -201532.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -202088.109375 Penalty: 2490.149170
	Iteration 3F: 3 clusters Score -202088.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -202599.531250 Penalty: 2490.149170
	Iteration 4F: 3 clusters Score -202599.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -203059.718750 Penalty: 2490.149170
	Iteration 5F: 3 clusters Score -203059.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -203162.796875 Penalty: 2490.149170
	Iteration 6Q: 3 clusters Score -203162.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -203182.171875 Penalty: 2490.149170
	Iteration 7Q: 3 clusters Score -203182.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -203187.203125 Penalty: 2490.149170
	Iteration 8Q: 3 clusters Score -203187.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -203188.546875 Penalty: 2490.149170
	Iteration 9Q: 3 clusters Score -203188.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -203188.546875 Penalty: 2490.149170
	Iteration 10F: 3 clusters Score -203188.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 13618 members 
Mstep: Class 3 contains 2922 members 
Mstep: Class 4 contains 11381 members 
Mstep: Class 5 contains 30949 members 
Mstep: Class 6 contains 128421 members 
Mstep: Class 7 contains 4407 members 
Mstep: Class 8 contains 19802 members 
Mstep: Class 9 contains 8066 members 
Mstep: Class 10 contains 39873 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7125 members 
Mstep: Class 13 contains 10634 members 
Mstep: Class 14 contains 18463 members 
Mstep: Class 15 contains 5456 members 
Mstep: Class 16 contains 3338 members 
Mstep: Class 17 contains 170964 members 
Mstep: Class 18 contains 10562 members 
Mstep: Class 19 contains 4507 members 
Mstep: Class 20 contains 1190 members 
Mstep: Class 21 contains 24751 members 
Mstep: Class 22 contains 5786 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 17854 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 13331 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2194 members 
Mstep: Class 30 contains 24668 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 1453 members 
Mstep: Class 33 contains 2678 members 
Mstep: Class 34 contains 202 members 
Mstep: Class 35 contains 1527 members 
Entering Unmasked Estep 
Score: -65960936.000000 Penalty: 76049.578125
Splitting cluster 25 changes total score from -65960808.000000 to -65960936.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 26 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -23829.228516 Penalty: 897.237427
	Iteration 0F: 2 clusters Score -23829.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23014.464844 Penalty: 1794.474854
	Iteration 0F: 3 clusters Score -23014.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23116.625000 Penalty: 1794.474854
	Iteration 1F: 3 clusters Score -23116.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23149.310547 Penalty: 1794.474854
	Iteration 2Q: 3 clusters Score -23149.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23155.501953 Penalty: 1794.474854
	Iteration 3Q: 3 clusters Score -23155.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23157.923828 Penalty: 1794.474854
	Iteration 4Q: 3 clusters Score -23157.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23157.923828 Penalty: 1794.474854
	Iteration 5F: 3 clusters Score -23157.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Entering Unmasked Estep 
Score: -1375022.250000 Penalty: 1543.400269
	Iteration 0F: 2 clusters Score -1375022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1365747.750000 Penalty: 3086.800537
	Iteration 0F: 3 clusters Score -1365748 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1369088.250000 Penalty: 3086.800537
	Iteration 1F: 3 clusters Score -1369088 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1369746.875000 Penalty: 3086.800537
	Iteration 2F: 3 clusters Score -1369747 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1370603.000000 Penalty: 3086.800537
	Iteration 3F: 3 clusters Score -1370603 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1371551.250000 Penalty: 3086.800537
	Iteration 4F: 3 clusters Score -1371551 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1372437.625000 Penalty: 3086.800537
	Iteration 5F: 3 clusters Score -1372438 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1373205.875000 Penalty: 3086.800537
	Iteration 6F: 3 clusters Score -1373206 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1373664.875000 Penalty: 3086.800537
	Iteration 7Q: 3 clusters Score -1373665 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1373912.250000 Penalty: 3086.800537
	Iteration 8Q: 3 clusters Score -1373912 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1374017.625000 Penalty: 3086.800537
	Iteration 9Q: 3 clusters Score -1374018 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1374090.250000 Penalty: 3086.800537
	Iteration 10Q: 3 clusters Score -1374090 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1374119.375000 Penalty: 3086.800537
	Iteration 11Q: 3 clusters Score -1374119 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1374152.375000 Penalty: 3086.800537
	Iteration 12Q: 3 clusters Score -1374152 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1374175.000000 Penalty: 3086.800537
	Iteration 13Q: 3 clusters Score -1374175 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1374186.750000 Penalty: 3086.800537
	Iteration 14Q: 3 clusters Score -1374187 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1374208.250000 Penalty: 3086.800537
	Iteration 15Q: 3 clusters Score -1374208 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1374213.000000 Penalty: 3086.800537
	Iteration 16Q: 3 clusters Score -1374213 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1374222.625000 Penalty: 3086.800537
	Iteration 17Q: 3 clusters Score -1374223 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1374239.125000 Penalty: 3086.800537
	Iteration 18Q: 3 clusters Score -1374239 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1374258.375000 Penalty: 3086.800537
	Iteration 19Q: 3 clusters Score -1374258 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1374271.750000 Penalty: 3086.800537
	Iteration 20F: 3 clusters Score -1374272 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1374280.500000 Penalty: 3086.800537
	Iteration 21Q: 3 clusters Score -1374280 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1374291.125000 Penalty: 3086.800537
	Iteration 22Q: 3 clusters Score -1374291 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1374299.375000 Penalty: 3086.800537
	Iteration 23Q: 3 clusters Score -1374299 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1374306.375000 Penalty: 3086.800537
	Iteration 24Q: 3 clusters Score -1374306 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1374318.625000 Penalty: 3086.800537
	Iteration 25Q: 3 clusters Score -1374319 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1374325.750000 Penalty: 3086.800537
	Iteration 26Q: 3 clusters Score -1374326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1374330.875000 Penalty: 3086.800537
	Iteration 27Q: 3 clusters Score -1374331 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1374334.875000 Penalty: 3086.800537
	Iteration 28Q: 3 clusters Score -1374335 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1374339.000000 Penalty: 3086.800537
	Iteration 29Q: 3 clusters Score -1374339 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1374345.375000 Penalty: 3086.800537
	Iteration 30Q: 3 clusters Score -1374345 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1374355.375000 Penalty: 3086.800537
	Iteration 31Q: 3 clusters Score -1374355 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1374364.500000 Penalty: 3086.800537
	Iteration 32Q: 3 clusters Score -1374364 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1374363.625000 Penalty: 3086.800537
	Iteration 33Q: 3 clusters Score -1374364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1374371.250000 Penalty: 3086.800537
	Iteration 34Q: 3 clusters Score -1374371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1374372.750000 Penalty: 3086.800537
	Iteration 35Q: 3 clusters Score -1374373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1374376.875000 Penalty: 3086.800537
	Iteration 36Q: 3 clusters Score -1374377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1374376.875000 Penalty: 3086.800537
	Iteration 37Q: 3 clusters Score -1374377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1374381.875000 Penalty: 3086.800537
	Iteration 38Q: 3 clusters Score -1374382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1374383.375000 Penalty: 3086.800537
	Iteration 39Q: 3 clusters Score -1374383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1374384.000000 Penalty: 3086.800537
	Iteration 40F: 3 clusters Score -1374384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1374388.375000 Penalty: 3086.800537
	Iteration 41Q: 3 clusters Score -1374388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1374391.750000 Penalty: 3086.800537
	Iteration 42Q: 3 clusters Score -1374392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1374390.250000 Penalty: 3086.800537
	Iteration 43Q: 3 clusters Score -1374390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1374391.375000 Penalty: 3086.800537
	Iteration 44Q: 3 clusters Score -1374391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1374391.250000 Penalty: 3086.800537
	Iteration 45Q: 3 clusters Score -1374391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1374395.375000 Penalty: 3086.800537
	Iteration 46Q: 3 clusters Score -1374395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1374395.375000 Penalty: 3086.800537
	Iteration 47Q: 3 clusters Score -1374395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1374393.500000 Penalty: 3086.800537
	Iteration 48Q: 3 clusters Score -1374394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1374394.625000 Penalty: 3086.800537
	Iteration 49Q: 3 clusters Score -1374395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1374395.750000 Penalty: 3086.800537
	Iteration 50Q: 3 clusters Score -1374396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1374396.750000 Penalty: 3086.800537
	Iteration 51Q: 3 clusters Score -1374397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1374395.625000 Penalty: 3086.800537
	Iteration 52Q: 3 clusters Score -1374396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1374395.625000 Penalty: 3086.800537
	Iteration 53F: 3 clusters Score -1374396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -10002.204102 Penalty: 803.016846
	Iteration 0F: 2 clusters Score -10002.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9436.405273 Penalty: 1606.033691
	Iteration 0F: 3 clusters Score -9436.405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9477.691406 Penalty: 1606.033691
	Iteration 1F: 3 clusters Score -9477.691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9497.401367 Penalty: 1606.033691
	Iteration 2Q: 3 clusters Score -9497.401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9497.401367 Penalty: 1606.033691
	Iteration 3F: 3 clusters Score -9497.401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Entering Unmasked Estep 
Score: -225484.343750 Penalty: 1250.190674
	Iteration 0F: 2 clusters Score -225484.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -223263.765625 Penalty: 2500.381348
	Iteration 0F: 3 clusters Score -223263.8 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -223753.234375 Penalty: 2500.381348
	Iteration 1F: 3 clusters Score -223753.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -223879.187500 Penalty: 2500.381348
	Iteration 2F: 3 clusters Score -223879.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -223989.750000 Penalty: 2500.381348
	Iteration 3F: 3 clusters Score -223989.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -224141.265625 Penalty: 2500.381348
	Iteration 4Q: 3 clusters Score -224141.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -224297.609375 Penalty: 2500.381348
	Iteration 5F: 3 clusters Score -224297.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -224412.031250 Penalty: 2500.381348
	Iteration 6F: 3 clusters Score -224412 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -224511.171875 Penalty: 2500.381348
	Iteration 7F: 3 clusters Score -224511.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -224599.484375 Penalty: 2500.381348
	Iteration 8Q: 3 clusters Score -224599.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -224679.640625 Penalty: 2500.381348
	Iteration 9Q: 3 clusters Score -224679.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -224732.078125 Penalty: 2500.381348
	Iteration 10Q: 3 clusters Score -224732.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -224762.734375 Penalty: 2500.381348
	Iteration 11Q: 3 clusters Score -224762.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -224782.671875 Penalty: 2500.381348
	Iteration 12Q: 3 clusters Score -224782.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -224798.296875 Penalty: 2500.381348
	Iteration 13Q: 3 clusters Score -224798.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -224810.187500 Penalty: 2500.381348
	Iteration 14Q: 3 clusters Score -224810.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -224821.406250 Penalty: 2500.381348
	Iteration 15Q: 3 clusters Score -224821.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -224829.687500 Penalty: 2500.381348
	Iteration 16Q: 3 clusters Score -224829.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -224835.890625 Penalty: 2500.381348
	Iteration 17Q: 3 clusters Score -224835.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -224843.359375 Penalty: 2500.381348
	Iteration 18Q: 3 clusters Score -224843.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -224846.640625 Penalty: 2500.381348
	Iteration 19Q: 3 clusters Score -224846.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -224848.453125 Penalty: 2500.381348
	Iteration 20F: 3 clusters Score -224848.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Entering Unmasked Estep 
Score: -2619927.750000 Penalty: 1643.405151
	Iteration 0F: 2 clusters Score -2619928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2603213.500000 Penalty: 3286.810303
	Iteration 0F: 3 clusters Score -2603214 nChanged 11304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2609481.750000 Penalty: 3286.810303
	Iteration 1F: 3 clusters Score -2609482 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2609900.500000 Penalty: 3286.810303
	Iteration 2Q: 3 clusters Score -2609900 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2610555.000000 Penalty: 3286.810303
	Iteration 3F: 3 clusters Score -2610555 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2611510.000000 Penalty: 3286.810303
	Iteration 4F: 3 clusters Score -2611510 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2612826.250000 Penalty: 3286.810303
	Iteration 5F: 3 clusters Score -2612826 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -2614311.000000 Penalty: 3286.810303
	Iteration 6F: 3 clusters Score -2614311 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2615792.750000 Penalty: 3286.810303
	Iteration 7F: 3 clusters Score -2615793 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -2616950.250000 Penalty: 3286.810303
	Iteration 8F: 3 clusters Score -2616950 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -2617767.500000 Penalty: 3286.810303
	Iteration 9Q: 3 clusters Score -2617768 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -2618282.750000 Penalty: 3286.810303
	Iteration 10Q: 3 clusters Score -2618283 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -2618552.750000 Penalty: 3286.810303
	Iteration 11Q: 3 clusters Score -2618553 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -2618693.750000 Penalty: 3286.810303
	Iteration 12Q: 3 clusters Score -2618694 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -2618779.250000 Penalty: 3286.810303
	Iteration 13Q: 3 clusters Score -2618779 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -2618815.000000 Penalty: 3286.810303
	Iteration 14Q: 3 clusters Score -2618815 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -2618838.250000 Penalty: 3286.810303
	Iteration 15Q: 3 clusters Score -2618838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -2618850.000000 Penalty: 3286.810303
	Iteration 16Q: 3 clusters Score -2618850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -2618855.750000 Penalty: 3286.810303
	Iteration 17Q: 3 clusters Score -2618856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -2618862.000000 Penalty: 3286.810303
	Iteration 18Q: 3 clusters Score -2618862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -2618871.500000 Penalty: 3286.810303
	Iteration 19Q: 3 clusters Score -2618872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -2618873.500000 Penalty: 3286.810303
	Iteration 20F: 3 clusters Score -2618874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -2618870.750000 Penalty: 3286.810303
	Iteration 21Q: 3 clusters Score -2618871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -2618872.250000 Penalty: 3286.810303
	Iteration 22Q: 3 clusters Score -2618872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -2618870.500000 Penalty: 3286.810303
	Iteration 23Q: 3 clusters Score -2618870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -2618877.000000 Penalty: 3286.810303
	Iteration 24Q: 3 clusters Score -2618877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -2618879.250000 Penalty: 3286.810303
	Iteration 25Q: 3 clusters Score -2618879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -2618880.000000 Penalty: 3286.810303
	Iteration 26Q: 3 clusters Score -2618880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -2618881.750000 Penalty: 3286.810303
	Iteration 27Q: 3 clusters Score -2618882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -2618887.250000 Penalty: 3286.810303
	Iteration 28Q: 3 clusters Score -2618887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -2618888.250000 Penalty: 3286.810303
	Iteration 29Q: 3 clusters Score -2618888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -2618886.500000 Penalty: 3286.810303
	Iteration 30Q: 3 clusters Score -2618886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -2618886.750000 Penalty: 3286.810303
	Iteration 31Q: 3 clusters Score -2618887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -2618890.500000 Penalty: 3286.810303
	Iteration 32Q: 3 clusters Score -2618890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -2618893.250000 Penalty: 3286.810303
	Iteration 33Q: 3 clusters Score -2618893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -2618899.750000 Penalty: 3286.810303
	Iteration 34Q: 3 clusters Score -2618900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -2618905.000000 Penalty: 3286.810303
	Iteration 35Q: 3 clusters Score -2618905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -2618905.250000 Penalty: 3286.810303
	Iteration 36Q: 3 clusters Score -2618905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -2618911.750000 Penalty: 3286.810303
	Iteration 37Q: 3 clusters Score -2618912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -2618910.500000 Penalty: 3286.810303
	Iteration 38Q: 3 clusters Score -2618910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -2618910.500000 Penalty: 3286.810303
	Iteration 39F: 3 clusters Score -2618910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -35230.445312 Penalty: 967.823547
	Iteration 0F: 2 clusters Score -35230.45 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 187 members 
Entering Unmasked Estep 
Score: -34288.789062 Penalty: 1935.647095
	Iteration 0F: 3 clusters Score -34288.79 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34470.761719 Penalty: 1935.647095
	Iteration 1F: 3 clusters Score -34470.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34556.789062 Penalty: 1935.647095
	Iteration 2F: 3 clusters Score -34556.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34679.433594 Penalty: 1935.647095
	Iteration 3F: 3 clusters Score -34679.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34800.179688 Penalty: 1935.647095
	Iteration 4F: 3 clusters Score -34800.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34973.847656 Penalty: 1935.647095
	Iteration 5F: 3 clusters Score -34973.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -35146.464844 Penalty: 1935.647095
	Iteration 6Q: 3 clusters Score -35146.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -35276.195312 Penalty: 1935.647095
	Iteration 7Q: 3 clusters Score -35276.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -35317.917969 Penalty: 1935.647095
	Iteration 8Q: 3 clusters Score -35317.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -35326.242188 Penalty: 1935.647095
	Iteration 9Q: 3 clusters Score -35326.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -35328.625000 Penalty: 1935.647095
	Iteration 10Q: 3 clusters Score -35328.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -35330.425781 Penalty: 1935.647095
	Iteration 11Q: 3 clusters Score -35330.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -35331.765625 Penalty: 1935.647095
	Iteration 12F: 3 clusters Score -35331.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -35348.109375 Penalty: 1935.647095
	Iteration 13Q: 3 clusters Score -35348.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -35348.109375 Penalty: 1935.647095
	Iteration 14F: 3 clusters Score -35348.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 13618 members 
Mstep: Class 3 contains 2922 members 
Mstep: Class 4 contains 11381 members 
Mstep: Class 5 contains 30949 members 
Mstep: Class 6 contains 128421 members 
Mstep: Class 7 contains 4407 members 
Mstep: Class 8 contains 19802 members 
Mstep: Class 9 contains 8066 members 
Mstep: Class 10 contains 39873 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7125 members 
Mstep: Class 13 contains 10634 members 
Mstep: Class 14 contains 18463 members 
Mstep: Class 15 contains 5456 members 
Mstep: Class 16 contains 3338 members 
Mstep: Class 17 contains 170964 members 
Mstep: Class 18 contains 10562 members 
Mstep: Class 19 contains 4507 members 
Mstep: Class 20 contains 1190 members 
Mstep: Class 21 contains 24751 members 
Mstep: Class 22 contains 5786 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 17854 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 13331 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2194 members 
Mstep: Class 30 contains 24668 members 
Mstep: Class 31 contains 122 members 
Mstep: Class 32 contains 1453 members 
Mstep: Class 33 contains 2678 members 
Mstep: Class 34 contains 202 members 
Mstep: Class 35 contains 1527 members 
Mstep: Class 36 contains 264 members 
Entering Unmasked Estep 
Score: -65959872.000000 Penalty: 78222.421875
Splitting cluster 31 changes total score from -65960808.000000 to -65959872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -133609.484375 Penalty: 1183.225098
	Iteration 0F: 2 clusters Score -133609.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -131886.078125 Penalty: 2366.450195
	Iteration 0F: 3 clusters Score -131886.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -132276.750000 Penalty: 2366.450195
	Iteration 1F: 3 clusters Score -132276.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -132393.546875 Penalty: 2366.450195
	Iteration 2F: 3 clusters Score -132393.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -132474.500000 Penalty: 2366.450195
	Iteration 3Q: 3 clusters Score -132474.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -132512.937500 Penalty: 2366.450195
	Iteration 4Q: 3 clusters Score -132512.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -132540.015625 Penalty: 2366.450195
	Iteration 5Q: 3 clusters Score -132540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -132564.906250 Penalty: 2366.450195
	Iteration 6Q: 3 clusters Score -132564.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -132582.046875 Penalty: 2366.450195
	Iteration 7Q: 3 clusters Score -132582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -132602.859375 Penalty: 2366.450195
	Iteration 8Q: 3 clusters Score -132602.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -132615.500000 Penalty: 2366.450195
	Iteration 9Q: 3 clusters Score -132615.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -132624.953125 Penalty: 2366.450195
	Iteration 10Q: 3 clusters Score -132625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -132629.156250 Penalty: 2366.450195
	Iteration 11Q: 3 clusters Score -132629.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -132629.750000 Penalty: 2366.450195
	Iteration 12Q: 3 clusters Score -132629.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -132633.000000 Penalty: 2366.450195
	Iteration 13Q: 3 clusters Score -132633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -132637.140625 Penalty: 2366.450195
	Iteration 14Q: 3 clusters Score -132637.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -132643.406250 Penalty: 2366.450195
	Iteration 15Q: 3 clusters Score -132643.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -132649.796875 Penalty: 2366.450195
	Iteration 16Q: 3 clusters Score -132649.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -132652.187500 Penalty: 2366.450195
	Iteration 17Q: 3 clusters Score -132652.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -132654.609375 Penalty: 2366.450195
	Iteration 18Q: 3 clusters Score -132654.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -132656.921875 Penalty: 2366.450195
	Iteration 19Q: 3 clusters Score -132656.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -132658.250000 Penalty: 2366.450195
	Iteration 20F: 3 clusters Score -132658.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -132660.484375 Penalty: 2366.450195
	Iteration 21Q: 3 clusters Score -132660.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -132663.203125 Penalty: 2366.450195
	Iteration 22Q: 3 clusters Score -132663.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -132665.953125 Penalty: 2366.450195
	Iteration 23Q: 3 clusters Score -132666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -132668.718750 Penalty: 2366.450195
	Iteration 24Q: 3 clusters Score -132668.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -132670.359375 Penalty: 2366.450195
	Iteration 25Q: 3 clusters Score -132670.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -132672.328125 Penalty: 2366.450195
	Iteration 26Q: 3 clusters Score -132672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -132672.750000 Penalty: 2366.450195
	Iteration 27Q: 3 clusters Score -132672.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -132672.750000 Penalty: 2366.450195
	Iteration 28F: 3 clusters Score -132672.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Entering Unmasked Estep 
Score: -265547.468750 Penalty: 1282.584106
	Iteration 0F: 2 clusters Score -265547.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -263029.656250 Penalty: 2565.168213
	Iteration 0F: 3 clusters Score -263029.7 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -263713.312500 Penalty: 2565.168213
	Iteration 1F: 3 clusters Score -263713.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -263983.406250 Penalty: 2565.168213
	Iteration 2F: 3 clusters Score -263983.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -264189.437500 Penalty: 2565.168213
	Iteration 3F: 3 clusters Score -264189.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -264367.437500 Penalty: 2565.168213
	Iteration 4F: 3 clusters Score -264367.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -264575.156250 Penalty: 2565.168213
	Iteration 5F: 3 clusters Score -264575.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -264782.437500 Penalty: 2565.168213
	Iteration 6F: 3 clusters Score -264782.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -264931.531250 Penalty: 2565.168213
	Iteration 7Q: 3 clusters Score -264931.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -264996.343750 Penalty: 2565.168213
	Iteration 8Q: 3 clusters Score -264996.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -265035.312500 Penalty: 2565.168213
	Iteration 9Q: 3 clusters Score -265035.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -265049.156250 Penalty: 2565.168213
	Iteration 10Q: 3 clusters Score -265049.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -265064.875000 Penalty: 2565.168213
	Iteration 11Q: 3 clusters Score -265064.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -265079.218750 Penalty: 2565.168213
	Iteration 12Q: 3 clusters Score -265079.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -265085.406250 Penalty: 2565.168213
	Iteration 13Q: 3 clusters Score -265085.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -265089.375000 Penalty: 2565.168213
	Iteration 14Q: 3 clusters Score -265089.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -265091.093750 Penalty: 2565.168213
	Iteration 15Q: 3 clusters Score -265091.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -265091.937500 Penalty: 2565.168213
	Iteration 16Q: 3 clusters Score -265091.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -265091.937500 Penalty: 2565.168213
	Iteration 17F: 3 clusters Score -265091.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -16210.791016 Penalty: 862.593506
	Iteration 0F: 2 clusters Score -16210.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15470.122070 Penalty: 1725.187012
	Iteration 0F: 3 clusters Score -15470.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15535.034180 Penalty: 1725.187012
	Iteration 1F: 3 clusters Score -15535.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -15546.413086 Penalty: 1725.187012
	Iteration 2Q: 3 clusters Score -15546.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15553.516602 Penalty: 1725.187012
	Iteration 3Q: 3 clusters Score -15553.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15559.735352 Penalty: 1725.187012
	Iteration 4Q: 3 clusters Score -15559.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15566.653320 Penalty: 1725.187012
	Iteration 5Q: 3 clusters Score -15566.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15574.621094 Penalty: 1725.187012
	Iteration 6Q: 3 clusters Score -15574.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15574.621094 Penalty: 1725.187012
	Iteration 7F: 3 clusters Score -15574.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 13618 members 
Mstep: Class 3 contains 2922 members 
Mstep: Class 4 contains 11381 members 
Mstep: Class 5 contains 30949 members 
Mstep: Class 6 contains 128421 members 
Mstep: Class 7 contains 4407 members 
Mstep: Class 8 contains 19802 members 
Mstep: Class 9 contains 8066 members 
Mstep: Class 10 contains 39873 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7125 members 
Mstep: Class 13 contains 10634 members 
Mstep: Class 14 contains 18463 members 
Mstep: Class 15 contains 5456 members 
Mstep: Class 16 contains 3338 members 
Mstep: Class 17 contains 170964 members 
Mstep: Class 18 contains 10562 members 
Mstep: Class 19 contains 4507 members 
Mstep: Class 20 contains 1190 members 
Mstep: Class 21 contains 24751 members 
Mstep: Class 22 contains 5786 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 17854 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 13331 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2194 members 
Mstep: Class 30 contains 24668 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 1453 members 
Mstep: Class 33 contains 2678 members 
Mstep: Class 34 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65961096.000000 Penalty: 76049.578125
Iteration 119Q: 36 clusters Score -6.59611e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 13583 members 
Mstep: Class 3 contains 2821 members 
Mstep: Class 4 contains 11399 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 128339 members 
Mstep: Class 7 contains 4404 members 
Mstep: Class 8 contains 20070 members 
Mstep: Class 9 contains 8069 members 
Mstep: Class 10 contains 39846 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 7127 members 
Mstep: Class 13 contains 10646 members 
Mstep: Class 14 contains 18455 members 
Mstep: Class 15 contains 5457 members 
Mstep: Class 16 contains 3343 members 
Mstep: Class 17 contains 170890 members 
Mstep: Class 18 contains 10556 members 
Mstep: Class 19 contains 4470 members 
Mstep: Class 20 contains 1190 members 
Mstep: Class 21 contains 24737 members 
Mstep: Class 22 contains 5787 members 
Mstep: Class 23 contains 9221 members 
Mstep: Class 24 contains 17853 members 
Mstep: Class 25 contains 635 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 13354 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2194 members 
Mstep: Class 30 contains 24654 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 1454 members 
Mstep: Class 33 contains 2682 members 
Mstep: Class 34 contains 201 members 
Mstep: Class 35 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65961496.000000 Penalty: 76049.578125
Iteration 120F: 36 clusters Score -6.59615e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 13569 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 11412 members 
Mstep: Class 5 contains 30977 members 
Mstep: Class 6 contains 128257 members 
Mstep: Class 7 contains 4400 members 
Mstep: Class 8 contains 20351 members 
Mstep: Class 9 contains 8077 members 
Mstep: Class 10 contains 39826 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 7127 members 
Mstep: Class 13 contains 10667 members 
Mstep: Class 14 contains 18440 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 3347 members 
Mstep: Class 17 contains 170812 members 
Mstep: Class 18 contains 10546 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 1189 members 
Mstep: Class 21 contains 24724 members 
Mstep: Class 22 contains 5790 members 
Mstep: Class 23 contains 9032 members 
Mstep: Class 24 contains 17846 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 13366 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2194 members 
Mstep: Class 30 contains 24645 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 1462 members 
Mstep: Class 33 contains 2640 members 
Mstep: Class 34 contains 201 members 
Mstep: Class 35 contains 1550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65961776.000000 Penalty: 76049.578125
Iteration 121Q: 36 clusters Score -6.596178e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 13551 members 
Mstep: Class 3 contains 2641 members 
Mstep: Class 4 contains 11420 members 
Mstep: Class 5 contains 30990 members 
Mstep: Class 6 contains 128173 members 
Mstep: Class 7 contains 4390 members 
Mstep: Class 8 contains 20643 members 
Mstep: Class 9 contains 8076 members 
Mstep: Class 10 contains 39807 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 7125 members 
Mstep: Class 13 contains 10697 members 
Mstep: Class 14 contains 18403 members 
Mstep: Class 15 contains 5464 members 
Mstep: Class 16 contains 3354 members 
Mstep: Class 17 contains 170727 members 
Mstep: Class 18 contains 10526 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 1188 members 
Mstep: Class 21 contains 24712 members 
Mstep: Class 22 contains 5792 members 
Mstep: Class 23 contains 8848 members 
Mstep: Class 24 contains 17845 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 13368 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2194 members 
Mstep: Class 30 contains 24622 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 1468 members 
Mstep: Class 33 contains 2628 members 
Mstep: Class 34 contains 203 members 
Mstep: Class 35 contains 1566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65961808.000000 Penalty: 76049.578125
Iteration 122Q: 36 clusters Score -6.596181e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 13540 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 11430 members 
Mstep: Class 5 contains 31001 members 
Mstep: Class 6 contains 128105 members 
Mstep: Class 7 contains 4387 members 
Mstep: Class 8 contains 20931 members 
Mstep: Class 9 contains 8076 members 
Mstep: Class 10 contains 39796 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 7118 members 
Mstep: Class 13 contains 10719 members 
Mstep: Class 14 contains 18375 members 
Mstep: Class 15 contains 5467 members 
Mstep: Class 16 contains 3360 members 
Mstep: Class 17 contains 170630 members 
Mstep: Class 18 contains 10506 members 
Mstep: Class 19 contains 4463 members 
Mstep: Class 20 contains 1189 members 
Mstep: Class 21 contains 24695 members 
Mstep: Class 22 contains 5792 members 
Mstep: Class 23 contains 8679 members 
Mstep: Class 24 contains 17838 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 13370 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2194 members 
Mstep: Class 30 contains 24599 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1477 members 
Mstep: Class 33 contains 2618 members 
Mstep: Class 34 contains 202 members 
Mstep: Class 35 contains 1575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65962144.000000 Penalty: 76049.578125
Iteration 123Q: 36 clusters Score -6.596214e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 13526 members 
Mstep: Class 3 contains 2537 members 
Mstep: Class 4 contains 11435 members 
Mstep: Class 5 contains 31010 members 
Mstep: Class 6 contains 128042 members 
Mstep: Class 7 contains 4382 members 
Mstep: Class 8 contains 21201 members 
Mstep: Class 9 contains 8076 members 
Mstep: Class 10 contains 39785 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 7107 members 
Mstep: Class 13 contains 10749 members 
Mstep: Class 14 contains 18343 members 
Mstep: Class 15 contains 5472 members 
Mstep: Class 16 contains 3367 members 
Mstep: Class 17 contains 170548 members 
Mstep: Class 18 contains 10489 members 
Mstep: Class 19 contains 4458 members 
Mstep: Class 20 contains 1190 members 
Mstep: Class 21 contains 24682 members 
Mstep: Class 22 contains 5792 members 
Mstep: Class 23 contains 8516 members 
Mstep: Class 24 contains 17825 members 
Mstep: Class 25 contains 737 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 13379 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2195 members 
Mstep: Class 30 contains 24590 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 1492 members 
Mstep: Class 33 contains 2614 members 
Mstep: Class 34 contains 202 members 
Mstep: Class 35 contains 1580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65962512.000000 Penalty: 76049.578125
Iteration 124Q: 36 clusters Score -6.596251e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 13506 members 
Mstep: Class 3 contains 2501 members 
Mstep: Class 4 contains 11442 members 
Mstep: Class 5 contains 31029 members 
Mstep: Class 6 contains 127971 members 
Mstep: Class 7 contains 4368 members 
Mstep: Class 8 contains 21481 members 
Mstep: Class 9 contains 8082 members 
Mstep: Class 10 contains 39774 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 7105 members 
Mstep: Class 13 contains 10779 members 
Mstep: Class 14 contains 18301 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 3381 members 
Mstep: Class 17 contains 170452 members 
Mstep: Class 18 contains 10465 members 
Mstep: Class 19 contains 4469 members 
Mstep: Class 20 contains 1190 members 
Mstep: Class 21 contains 24666 members 
Mstep: Class 22 contains 5795 members 
Mstep: Class 23 contains 8353 members 
Mstep: Class 24 contains 17816 members 
Mstep: Class 25 contains 743 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 13383 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2195 members 
Mstep: Class 30 contains 24576 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 1495 members 
Mstep: Class 33 contains 2610 members 
Mstep: Class 34 contains 202 members 
Mstep: Class 35 contains 1587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65962776.000000 Penalty: 76049.578125
Iteration 125Q: 36 clusters Score -6.596278e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 13504 members 
Mstep: Class 3 contains 2482 members 
Mstep: Class 4 contains 11453 members 
Mstep: Class 5 contains 31047 members 
Mstep: Class 6 contains 127888 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 21758 members 
Mstep: Class 9 contains 8088 members 
Mstep: Class 10 contains 39760 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 7096 members 
Mstep: Class 13 contains 10805 members 
Mstep: Class 14 contains 18265 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 3388 members 
Mstep: Class 17 contains 170376 members 
Mstep: Class 18 contains 10445 members 
Mstep: Class 19 contains 4478 members 
Mstep: Class 20 contains 1190 members 
Mstep: Class 21 contains 24645 members 
Mstep: Class 22 contains 5794 members 
Mstep: Class 23 contains 8198 members 
Mstep: Class 24 contains 17809 members 
Mstep: Class 25 contains 745 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 13374 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2196 members 
Mstep: Class 30 contains 24555 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 1512 members 
Mstep: Class 33 contains 2610 members 
Mstep: Class 34 contains 201 members 
Mstep: Class 35 contains 1589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65963128.000000 Penalty: 76049.578125
Iteration 126Q: 36 clusters Score -6.596313e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 13494 members 
Mstep: Class 3 contains 2464 members 
Mstep: Class 4 contains 11473 members 
Mstep: Class 5 contains 31060 members 
Mstep: Class 6 contains 127817 members 
Mstep: Class 7 contains 4336 members 
Mstep: Class 8 contains 22015 members 
Mstep: Class 9 contains 8092 members 
Mstep: Class 10 contains 39733 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 7097 members 
Mstep: Class 13 contains 10836 members 
Mstep: Class 14 contains 18235 members 
Mstep: Class 15 contains 5476 members 
Mstep: Class 16 contains 3405 members 
Mstep: Class 17 contains 170306 members 
Mstep: Class 18 contains 10430 members 
Mstep: Class 19 contains 4458 members 
Mstep: Class 20 contains 1189 members 
Mstep: Class 21 contains 24622 members 
Mstep: Class 22 contains 5795 members 
Mstep: Class 23 contains 8050 members 
Mstep: Class 24 contains 17801 members 
Mstep: Class 25 contains 744 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 13373 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 2197 members 
Mstep: Class 30 contains 24535 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 1545 members 
Mstep: Class 33 contains 2609 members 
Mstep: Class 34 contains 197 members 
Mstep: Class 35 contains 1590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65963440.000000 Penalty: 76049.578125
Iteration 127Q: 36 clusters Score -6.596344e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 13484 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 11489 members 
Mstep: Class 5 contains 31072 members 
Mstep: Class 6 contains 127744 members 
Mstep: Class 7 contains 4316 members 
Mstep: Class 8 contains 22282 members 
Mstep: Class 9 contains 8095 members 
Mstep: Class 10 contains 39706 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7101 members 
Mstep: Class 13 contains 10873 members 
Mstep: Class 14 contains 18209 members 
Mstep: Class 15 contains 5477 members 
Mstep: Class 16 contains 3417 members 
Mstep: Class 17 contains 170244 members 
Mstep: Class 18 contains 10417 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 20 contains 1189 members 
Mstep: Class 21 contains 24604 members 
Mstep: Class 22 contains 5798 members 
Mstep: Class 23 contains 7894 members 
Mstep: Class 24 contains 17804 members 
Mstep: Class 25 contains 745 members 
Mstep: Class 26 contains 250 members 
Mstep: Class 27 contains 13368 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 2197 members 
Mstep: Class 30 contains 24506 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 1576 members 
Mstep: Class 33 contains 2606 members 
Mstep: Class 34 contains 201 members 
Mstep: Class 35 contains 1591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65963460.000000 Penalty: 76049.578125
Iteration 128Q: 36 clusters Score -6.596346e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 13472 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 11498 members 
Mstep: Class 5 contains 31078 members 
Mstep: Class 6 contains 127704 members 
Mstep: Class 7 contains 4301 members 
Mstep: Class 8 contains 22525 members 
Mstep: Class 9 contains 8099 members 
Mstep: Class 10 contains 39675 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7103 members 
Mstep: Class 13 contains 10907 members 
Mstep: Class 14 contains 18199 members 
Mstep: Class 15 contains 5477 members 
Mstep: Class 16 contains 3431 members 
Mstep: Class 17 contains 170197 members 
Mstep: Class 18 contains 10404 members 
Mstep: Class 19 contains 4442 members 
Mstep: Class 20 contains 1188 members 
Mstep: Class 21 contains 24587 members 
Mstep: Class 22 contains 5800 members 
Mstep: Class 23 contains 7764 members 
Mstep: Class 24 contains 17808 members 
Mstep: Class 25 contains 745 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13371 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 2196 members 
Mstep: Class 30 contains 24473 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1607 members 
Mstep: Class 33 contains 2603 members 
Mstep: Class 34 contains 200 members 
Mstep: Class 35 contains 1591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65963544.000000 Penalty: 76049.578125
Iteration 129Q: 36 clusters Score -6.596354e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 13453 members 
Mstep: Class 3 contains 2433 members 
Mstep: Class 4 contains 11503 members 
Mstep: Class 5 contains 31068 members 
Mstep: Class 6 contains 127663 members 
Mstep: Class 7 contains 4288 members 
Mstep: Class 8 contains 22780 members 
Mstep: Class 9 contains 8098 members 
Mstep: Class 10 contains 39651 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7109 members 
Mstep: Class 13 contains 10933 members 
Mstep: Class 14 contains 18185 members 
Mstep: Class 15 contains 5477 members 
Mstep: Class 16 contains 3439 members 
Mstep: Class 17 contains 170161 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 4437 members 
Mstep: Class 20 contains 1187 members 
Mstep: Class 21 contains 24583 members 
Mstep: Class 22 contains 5796 members 
Mstep: Class 23 contains 7637 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 745 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13383 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 2195 members 
Mstep: Class 30 contains 24431 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 1632 members 
Mstep: Class 33 contains 2600 members 
Mstep: Class 34 contains 200 members 
Mstep: Class 35 contains 1592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65963552.000000 Penalty: 76049.578125
Iteration 130Q: 36 clusters Score -6.596355e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 13439 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 11511 members 
Mstep: Class 5 contains 31067 members 
Mstep: Class 6 contains 127643 members 
Mstep: Class 7 contains 4272 members 
Mstep: Class 8 contains 23006 members 
Mstep: Class 9 contains 8095 members 
Mstep: Class 10 contains 39640 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7117 members 
Mstep: Class 13 contains 10960 members 
Mstep: Class 14 contains 18156 members 
Mstep: Class 15 contains 5477 members 
Mstep: Class 16 contains 3452 members 
Mstep: Class 17 contains 170123 members 
Mstep: Class 18 contains 10383 members 
Mstep: Class 19 contains 4433 members 
Mstep: Class 20 contains 1187 members 
Mstep: Class 21 contains 24579 members 
Mstep: Class 22 contains 5795 members 
Mstep: Class 23 contains 7510 members 
Mstep: Class 24 contains 17808 members 
Mstep: Class 25 contains 745 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13394 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 2195 members 
Mstep: Class 30 contains 24382 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 1651 members 
Mstep: Class 33 contains 2599 members 
Mstep: Class 34 contains 200 members 
Mstep: Class 35 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65963572.000000 Penalty: 76049.578125
Iteration 131Q: 36 clusters Score -6.596357e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 13418 members 
Mstep: Class 3 contains 2441 members 
Mstep: Class 4 contains 11511 members 
Mstep: Class 5 contains 31070 members 
Mstep: Class 6 contains 127617 members 
Mstep: Class 7 contains 4261 members 
Mstep: Class 8 contains 23251 members 
Mstep: Class 9 contains 8092 members 
Mstep: Class 10 contains 39629 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7123 members 
Mstep: Class 13 contains 10986 members 
Mstep: Class 14 contains 18135 members 
Mstep: Class 15 contains 5477 members 
Mstep: Class 16 contains 3467 members 
Mstep: Class 17 contains 170090 members 
Mstep: Class 18 contains 10373 members 
Mstep: Class 19 contains 4436 members 
Mstep: Class 20 contains 1187 members 
Mstep: Class 21 contains 24564 members 
Mstep: Class 22 contains 5793 members 
Mstep: Class 23 contains 7367 members 
Mstep: Class 24 contains 17806 members 
Mstep: Class 25 contains 745 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13398 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 2195 members 
Mstep: Class 30 contains 24337 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 1660 members 
Mstep: Class 33 contains 2594 members 
Mstep: Class 34 contains 200 members 
Mstep: Class 35 contains 1594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65963684.000000 Penalty: 76049.578125
Iteration 132Q: 36 clusters Score -6.596368e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 13399 members 
Mstep: Class 3 contains 2444 members 
Mstep: Class 4 contains 11514 members 
Mstep: Class 5 contains 31068 members 
Mstep: Class 6 contains 127597 members 
Mstep: Class 7 contains 4255 members 
Mstep: Class 8 contains 23472 members 
Mstep: Class 9 contains 8098 members 
Mstep: Class 10 contains 39624 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7127 members 
Mstep: Class 13 contains 11011 members 
Mstep: Class 14 contains 18102 members 
Mstep: Class 15 contains 5478 members 
Mstep: Class 16 contains 3482 members 
Mstep: Class 17 contains 170050 members 
Mstep: Class 18 contains 10359 members 
Mstep: Class 19 contains 4449 members 
Mstep: Class 20 contains 1187 members 
Mstep: Class 21 contains 24548 members 
Mstep: Class 22 contains 5794 members 
Mstep: Class 23 contains 7244 members 
Mstep: Class 24 contains 17814 members 
Mstep: Class 25 contains 745 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13404 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 2195 members 
Mstep: Class 30 contains 24308 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 1660 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 199 members 
Mstep: Class 35 contains 1594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65963800.000000 Penalty: 76049.578125
Iteration 133Q: 36 clusters Score -6.59638e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 13362 members 
Mstep: Class 3 contains 2448 members 
Mstep: Class 4 contains 11520 members 
Mstep: Class 5 contains 31065 members 
Mstep: Class 6 contains 127590 members 
Mstep: Class 7 contains 4256 members 
Mstep: Class 8 contains 23678 members 
Mstep: Class 9 contains 8101 members 
Mstep: Class 10 contains 39617 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7133 members 
Mstep: Class 13 contains 11038 members 
Mstep: Class 14 contains 18063 members 
Mstep: Class 15 contains 5479 members 
Mstep: Class 16 contains 3491 members 
Mstep: Class 17 contains 170023 members 
Mstep: Class 18 contains 10351 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 1187 members 
Mstep: Class 21 contains 24541 members 
Mstep: Class 22 contains 5796 members 
Mstep: Class 23 contains 7123 members 
Mstep: Class 24 contains 17813 members 
Mstep: Class 25 contains 745 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13410 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 2197 members 
Mstep: Class 30 contains 24276 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 1655 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 198 members 
Mstep: Class 35 contains 1594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65963864.000000 Penalty: 76049.578125
Iteration 134Q: 36 clusters Score -6.596386e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 13340 members 
Mstep: Class 3 contains 2443 members 
Mstep: Class 4 contains 11521 members 
Mstep: Class 5 contains 31056 members 
Mstep: Class 6 contains 127573 members 
Mstep: Class 7 contains 4256 members 
Mstep: Class 8 contains 23879 members 
Mstep: Class 9 contains 8100 members 
Mstep: Class 10 contains 39612 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7137 members 
Mstep: Class 13 contains 11066 members 
Mstep: Class 14 contains 18031 members 
Mstep: Class 15 contains 5479 members 
Mstep: Class 16 contains 3504 members 
Mstep: Class 17 contains 169998 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 4463 members 
Mstep: Class 20 contains 1187 members 
Mstep: Class 21 contains 24532 members 
Mstep: Class 22 contains 5799 members 
Mstep: Class 23 contains 6993 members 
Mstep: Class 24 contains 17818 members 
Mstep: Class 25 contains 746 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13418 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 2198 members 
Mstep: Class 30 contains 24245 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 1646 members 
Mstep: Class 33 contains 2594 members 
Mstep: Class 34 contains 198 members 
Mstep: Class 35 contains 1594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65963828.000000 Penalty: 76049.578125
Iteration 135Q: 36 clusters Score -6.596383e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 13311 members 
Mstep: Class 3 contains 2436 members 
Mstep: Class 4 contains 11524 members 
Mstep: Class 5 contains 31050 members 
Mstep: Class 6 contains 127556 members 
Mstep: Class 7 contains 4257 members 
Mstep: Class 8 contains 24088 members 
Mstep: Class 9 contains 8098 members 
Mstep: Class 10 contains 39602 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7145 members 
Mstep: Class 13 contains 11094 members 
Mstep: Class 14 contains 18015 members 
Mstep: Class 15 contains 5480 members 
Mstep: Class 16 contains 3511 members 
Mstep: Class 17 contains 169954 members 
Mstep: Class 18 contains 10337 members 
Mstep: Class 19 contains 4467 members 
Mstep: Class 20 contains 1187 members 
Mstep: Class 21 contains 24526 members 
Mstep: Class 22 contains 5801 members 
Mstep: Class 23 contains 6874 members 
Mstep: Class 24 contains 17815 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13429 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 2198 members 
Mstep: Class 30 contains 24218 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 1643 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 198 members 
Mstep: Class 35 contains 1594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65963948.000000 Penalty: 76049.578125
Iteration 136Q: 36 clusters Score -6.596395e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 13288 members 
Mstep: Class 3 contains 2432 members 
Mstep: Class 4 contains 11525 members 
Mstep: Class 5 contains 31043 members 
Mstep: Class 6 contains 127537 members 
Mstep: Class 7 contains 4256 members 
Mstep: Class 8 contains 24275 members 
Mstep: Class 9 contains 8096 members 
Mstep: Class 10 contains 39588 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7149 members 
Mstep: Class 13 contains 11118 members 
Mstep: Class 14 contains 17995 members 
Mstep: Class 15 contains 5482 members 
Mstep: Class 16 contains 3523 members 
Mstep: Class 17 contains 169919 members 
Mstep: Class 18 contains 10339 members 
Mstep: Class 19 contains 4467 members 
Mstep: Class 20 contains 1187 members 
Mstep: Class 21 contains 24523 members 
Mstep: Class 22 contains 5800 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 17814 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13442 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2199 members 
Mstep: Class 30 contains 24191 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 1641 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 198 members 
Mstep: Class 35 contains 1594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65963912.000000 Penalty: 76049.578125
Iteration 137Q: 36 clusters Score -6.596391e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 13276 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 11526 members 
Mstep: Class 5 contains 31039 members 
Mstep: Class 6 contains 127522 members 
Mstep: Class 7 contains 4255 members 
Mstep: Class 8 contains 24460 members 
Mstep: Class 9 contains 8095 members 
Mstep: Class 10 contains 39572 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7148 members 
Mstep: Class 13 contains 11143 members 
Mstep: Class 14 contains 17980 members 
Mstep: Class 15 contains 5482 members 
Mstep: Class 16 contains 3536 members 
Mstep: Class 17 contains 169882 members 
Mstep: Class 18 contains 10333 members 
Mstep: Class 19 contains 4468 members 
Mstep: Class 20 contains 1187 members 
Mstep: Class 21 contains 24508 members 
Mstep: Class 22 contains 5803 members 
Mstep: Class 23 contains 6673 members 
Mstep: Class 24 contains 17815 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13458 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2199 members 
Mstep: Class 30 contains 24159 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 1633 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 198 members 
Mstep: Class 35 contains 1594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964032.000000 Penalty: 76049.578125
Iteration 138Q: 36 clusters Score -6.596403e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 13258 members 
Mstep: Class 3 contains 2418 members 
Mstep: Class 4 contains 11527 members 
Mstep: Class 5 contains 31038 members 
Mstep: Class 6 contains 127504 members 
Mstep: Class 7 contains 4254 members 
Mstep: Class 8 contains 24605 members 
Mstep: Class 9 contains 8095 members 
Mstep: Class 10 contains 39553 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7149 members 
Mstep: Class 13 contains 11170 members 
Mstep: Class 14 contains 17963 members 
Mstep: Class 15 contains 5482 members 
Mstep: Class 16 contains 3540 members 
Mstep: Class 17 contains 169848 members 
Mstep: Class 18 contains 10329 members 
Mstep: Class 19 contains 4476 members 
Mstep: Class 20 contains 1187 members 
Mstep: Class 21 contains 24503 members 
Mstep: Class 22 contains 5805 members 
Mstep: Class 23 contains 6593 members 
Mstep: Class 24 contains 17820 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13469 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2197 members 
Mstep: Class 30 contains 24136 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 1633 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 198 members 
Mstep: Class 35 contains 1594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964168.000000 Penalty: 76049.578125
Iteration 139Q: 36 clusters Score -6.596417e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 13244 members 
Mstep: Class 3 contains 2415 members 
Mstep: Class 4 contains 11531 members 
Mstep: Class 5 contains 31031 members 
Mstep: Class 6 contains 127496 members 
Mstep: Class 7 contains 4254 members 
Mstep: Class 8 contains 24754 members 
Mstep: Class 9 contains 8094 members 
Mstep: Class 10 contains 39536 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7148 members 
Mstep: Class 13 contains 11198 members 
Mstep: Class 14 contains 17945 members 
Mstep: Class 15 contains 5482 members 
Mstep: Class 16 contains 3542 members 
Mstep: Class 17 contains 169799 members 
Mstep: Class 18 contains 10323 members 
Mstep: Class 19 contains 4479 members 
Mstep: Class 20 contains 1188 members 
Mstep: Class 21 contains 24489 members 
Mstep: Class 22 contains 5805 members 
Mstep: Class 23 contains 6515 members 
Mstep: Class 24 contains 17822 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13477 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2199 members 
Mstep: Class 30 contains 24127 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 1633 members 
Mstep: Class 33 contains 2591 members 
Mstep: Class 34 contains 198 members 
Mstep: Class 35 contains 1594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964384.000000 Penalty: 76049.578125
Iteration 140F: 36 clusters Score -6.596438e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 13224 members 
Mstep: Class 3 contains 2413 members 
Mstep: Class 4 contains 11535 members 
Mstep: Class 5 contains 31030 members 
Mstep: Class 6 contains 127481 members 
Mstep: Class 7 contains 4252 members 
Mstep: Class 8 contains 24890 members 
Mstep: Class 9 contains 8092 members 
Mstep: Class 10 contains 39517 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7149 members 
Mstep: Class 13 contains 11234 members 
Mstep: Class 14 contains 17928 members 
Mstep: Class 15 contains 5482 members 
Mstep: Class 16 contains 3544 members 
Mstep: Class 17 contains 169760 members 
Mstep: Class 18 contains 10324 members 
Mstep: Class 19 contains 4473 members 
Mstep: Class 20 contains 1189 members 
Mstep: Class 21 contains 24480 members 
Mstep: Class 22 contains 5809 members 
Mstep: Class 23 contains 6433 members 
Mstep: Class 24 contains 17824 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13483 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2199 members 
Mstep: Class 30 contains 24121 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1644 members 
Mstep: Class 33 contains 2589 members 
Mstep: Class 34 contains 197 members 
Mstep: Class 35 contains 1594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964528.000000 Penalty: 76049.578125
Iteration 141Q: 36 clusters Score -6.596453e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 13209 members 
Mstep: Class 3 contains 2410 members 
Mstep: Class 4 contains 11536 members 
Mstep: Class 5 contains 31027 members 
Mstep: Class 6 contains 127466 members 
Mstep: Class 7 contains 4249 members 
Mstep: Class 8 contains 25038 members 
Mstep: Class 9 contains 8090 members 
Mstep: Class 10 contains 39500 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7150 members 
Mstep: Class 13 contains 11276 members 
Mstep: Class 14 contains 17910 members 
Mstep: Class 15 contains 5483 members 
Mstep: Class 16 contains 3553 members 
Mstep: Class 17 contains 169723 members 
Mstep: Class 18 contains 10316 members 
Mstep: Class 19 contains 4480 members 
Mstep: Class 20 contains 1188 members 
Mstep: Class 21 contains 24464 members 
Mstep: Class 22 contains 5807 members 
Mstep: Class 23 contains 6357 members 
Mstep: Class 24 contains 17822 members 
Mstep: Class 25 contains 749 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13483 members 
Mstep: Class 28 contains 140 members 
Mstep: Class 29 contains 2200 members 
Mstep: Class 30 contains 24104 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1652 members 
Mstep: Class 33 contains 2589 members 
Mstep: Class 34 contains 199 members 
Mstep: Class 35 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964568.000000 Penalty: 76049.578125
Iteration 142Q: 36 clusters Score -6.596457e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 13191 members 
Mstep: Class 3 contains 2408 members 
Mstep: Class 4 contains 11535 members 
Mstep: Class 5 contains 31020 members 
Mstep: Class 6 contains 127456 members 
Mstep: Class 7 contains 4250 members 
Mstep: Class 8 contains 25157 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39492 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7150 members 
Mstep: Class 13 contains 11299 members 
Mstep: Class 14 contains 17899 members 
Mstep: Class 15 contains 5483 members 
Mstep: Class 16 contains 3561 members 
Mstep: Class 17 contains 169699 members 
Mstep: Class 18 contains 10309 members 
Mstep: Class 19 contains 4480 members 
Mstep: Class 20 contains 1187 members 
Mstep: Class 21 contains 24451 members 
Mstep: Class 22 contains 5808 members 
Mstep: Class 23 contains 6305 members 
Mstep: Class 24 contains 17822 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13489 members 
Mstep: Class 28 contains 139 members 
Mstep: Class 29 contains 2200 members 
Mstep: Class 30 contains 24088 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1661 members 
Mstep: Class 33 contains 2588 members 
Mstep: Class 34 contains 202 members 
Mstep: Class 35 contains 1598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964552.000000 Penalty: 76049.578125
Iteration 143Q: 36 clusters Score -6.596455e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 13172 members 
Mstep: Class 3 contains 2403 members 
Mstep: Class 4 contains 11537 members 
Mstep: Class 5 contains 31016 members 
Mstep: Class 6 contains 127445 members 
Mstep: Class 7 contains 4247 members 
Mstep: Class 8 contains 25275 members 
Mstep: Class 9 contains 8088 members 
Mstep: Class 10 contains 39484 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7155 members 
Mstep: Class 13 contains 11314 members 
Mstep: Class 14 contains 17887 members 
Mstep: Class 15 contains 5485 members 
Mstep: Class 16 contains 3570 members 
Mstep: Class 17 contains 169673 members 
Mstep: Class 18 contains 10296 members 
Mstep: Class 19 contains 4487 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 24440 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 6249 members 
Mstep: Class 24 contains 17823 members 
Mstep: Class 25 contains 749 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13495 members 
Mstep: Class 28 contains 139 members 
Mstep: Class 29 contains 2201 members 
Mstep: Class 30 contains 24074 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 205 members 
Mstep: Class 35 contains 1599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964568.000000 Penalty: 76049.578125
Iteration 144Q: 36 clusters Score -6.596457e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 13142 members 
Mstep: Class 3 contains 2401 members 
Mstep: Class 4 contains 11539 members 
Mstep: Class 5 contains 31018 members 
Mstep: Class 6 contains 127437 members 
Mstep: Class 7 contains 4243 members 
Mstep: Class 8 contains 25372 members 
Mstep: Class 9 contains 8090 members 
Mstep: Class 10 contains 39477 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 11325 members 
Mstep: Class 14 contains 17884 members 
Mstep: Class 15 contains 5485 members 
Mstep: Class 16 contains 3576 members 
Mstep: Class 17 contains 169659 members 
Mstep: Class 18 contains 10287 members 
Mstep: Class 19 contains 4502 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 24431 members 
Mstep: Class 22 contains 5814 members 
Mstep: Class 23 contains 6197 members 
Mstep: Class 24 contains 17821 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13500 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2202 members 
Mstep: Class 30 contains 24050 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 207 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964644.000000 Penalty: 76049.578125
Iteration 145Q: 36 clusters Score -6.596464e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44842 members 
Mstep: Class 2 contains 13119 members 
Mstep: Class 3 contains 2397 members 
Mstep: Class 4 contains 11540 members 
Mstep: Class 5 contains 31018 members 
Mstep: Class 6 contains 127423 members 
Mstep: Class 7 contains 4241 members 
Mstep: Class 8 contains 25465 members 
Mstep: Class 9 contains 8091 members 
Mstep: Class 10 contains 39466 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 11345 members 
Mstep: Class 14 contains 17878 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 3577 members 
Mstep: Class 17 contains 169634 members 
Mstep: Class 18 contains 10277 members 
Mstep: Class 19 contains 4512 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 24430 members 
Mstep: Class 22 contains 5815 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 17822 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13511 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2202 members 
Mstep: Class 30 contains 24023 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1675 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 208 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964716.000000 Penalty: 76049.578125
Iteration 146Q: 36 clusters Score -6.596472e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 13100 members 
Mstep: Class 3 contains 2395 members 
Mstep: Class 4 contains 11542 members 
Mstep: Class 5 contains 31024 members 
Mstep: Class 6 contains 127408 members 
Mstep: Class 7 contains 4241 members 
Mstep: Class 8 contains 25551 members 
Mstep: Class 9 contains 8090 members 
Mstep: Class 10 contains 39457 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7166 members 
Mstep: Class 13 contains 11356 members 
Mstep: Class 14 contains 17867 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 3584 members 
Mstep: Class 17 contains 169617 members 
Mstep: Class 18 contains 10271 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 24430 members 
Mstep: Class 22 contains 5814 members 
Mstep: Class 23 contains 6123 members 
Mstep: Class 24 contains 17825 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13525 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2200 members 
Mstep: Class 30 contains 23999 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1673 members 
Mstep: Class 33 contains 2584 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964832.000000 Penalty: 76049.578125
Iteration 147Q: 36 clusters Score -6.596483e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 13087 members 
Mstep: Class 3 contains 2390 members 
Mstep: Class 4 contains 11542 members 
Mstep: Class 5 contains 31031 members 
Mstep: Class 6 contains 127393 members 
Mstep: Class 7 contains 4242 members 
Mstep: Class 8 contains 25634 members 
Mstep: Class 9 contains 8089 members 
Mstep: Class 10 contains 39447 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7169 members 
Mstep: Class 13 contains 11366 members 
Mstep: Class 14 contains 17857 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 3591 members 
Mstep: Class 17 contains 169601 members 
Mstep: Class 18 contains 10266 members 
Mstep: Class 19 contains 4527 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 24430 members 
Mstep: Class 22 contains 5814 members 
Mstep: Class 23 contains 6080 members 
Mstep: Class 24 contains 17829 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13533 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2200 members 
Mstep: Class 30 contains 23977 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1672 members 
Mstep: Class 33 contains 2584 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964840.000000 Penalty: 76049.578125
Iteration 148Q: 36 clusters Score -6.596484e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 13082 members 
Mstep: Class 3 contains 2385 members 
Mstep: Class 4 contains 11539 members 
Mstep: Class 5 contains 31039 members 
Mstep: Class 6 contains 127382 members 
Mstep: Class 7 contains 4243 members 
Mstep: Class 8 contains 25711 members 
Mstep: Class 9 contains 8090 members 
Mstep: Class 10 contains 39437 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7175 members 
Mstep: Class 13 contains 11376 members 
Mstep: Class 14 contains 17851 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 3595 members 
Mstep: Class 17 contains 169592 members 
Mstep: Class 18 contains 10260 members 
Mstep: Class 19 contains 4531 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 24425 members 
Mstep: Class 22 contains 5813 members 
Mstep: Class 23 contains 6039 members 
Mstep: Class 24 contains 17828 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13539 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2200 members 
Mstep: Class 30 contains 23954 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1671 members 
Mstep: Class 33 contains 2584 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964808.000000 Penalty: 76049.578125
Iteration 149Q: 36 clusters Score -6.596481e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 2382 members 
Mstep: Class 4 contains 11539 members 
Mstep: Class 5 contains 31044 members 
Mstep: Class 6 contains 127378 members 
Mstep: Class 7 contains 4241 members 
Mstep: Class 8 contains 25767 members 
Mstep: Class 9 contains 8090 members 
Mstep: Class 10 contains 39435 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7182 members 
Mstep: Class 13 contains 11376 members 
Mstep: Class 14 contains 17849 members 
Mstep: Class 15 contains 5487 members 
Mstep: Class 16 contains 3598 members 
Mstep: Class 17 contains 169585 members 
Mstep: Class 18 contains 10253 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 24422 members 
Mstep: Class 22 contains 5813 members 
Mstep: Class 23 contains 6017 members 
Mstep: Class 24 contains 17824 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13540 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2200 members 
Mstep: Class 30 contains 23942 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1670 members 
Mstep: Class 33 contains 2583 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964848.000000 Penalty: 76049.578125
Iteration 150Q: 36 clusters Score -6.596485e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 13066 members 
Mstep: Class 3 contains 2379 members 
Mstep: Class 4 contains 11539 members 
Mstep: Class 5 contains 31045 members 
Mstep: Class 6 contains 127376 members 
Mstep: Class 7 contains 4242 members 
Mstep: Class 8 contains 25822 members 
Mstep: Class 9 contains 8089 members 
Mstep: Class 10 contains 39432 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7184 members 
Mstep: Class 13 contains 11375 members 
Mstep: Class 14 contains 17849 members 
Mstep: Class 15 contains 5487 members 
Mstep: Class 16 contains 3601 members 
Mstep: Class 17 contains 169573 members 
Mstep: Class 18 contains 10251 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 24419 members 
Mstep: Class 22 contains 5812 members 
Mstep: Class 23 contains 5993 members 
Mstep: Class 24 contains 17824 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13547 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2199 members 
Mstep: Class 30 contains 23920 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1670 members 
Mstep: Class 33 contains 2583 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964808.000000 Penalty: 76049.578125
Iteration 151Q: 36 clusters Score -6.596481e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 13062 members 
Mstep: Class 3 contains 2376 members 
Mstep: Class 4 contains 11539 members 
Mstep: Class 5 contains 31045 members 
Mstep: Class 6 contains 127373 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 25858 members 
Mstep: Class 9 contains 8088 members 
Mstep: Class 10 contains 39428 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7185 members 
Mstep: Class 13 contains 11378 members 
Mstep: Class 14 contains 17845 members 
Mstep: Class 15 contains 5487 members 
Mstep: Class 16 contains 3607 members 
Mstep: Class 17 contains 169577 members 
Mstep: Class 18 contains 10248 members 
Mstep: Class 19 contains 4544 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 24416 members 
Mstep: Class 22 contains 5812 members 
Mstep: Class 23 contains 5973 members 
Mstep: Class 24 contains 17822 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13547 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2199 members 
Mstep: Class 30 contains 23900 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1663 members 
Mstep: Class 33 contains 2584 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964848.000000 Penalty: 76049.578125
Iteration 152Q: 36 clusters Score -6.596485e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 13064 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 11539 members 
Mstep: Class 5 contains 31048 members 
Mstep: Class 6 contains 127370 members 
Mstep: Class 7 contains 4243 members 
Mstep: Class 8 contains 25895 members 
Mstep: Class 9 contains 8089 members 
Mstep: Class 10 contains 39422 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7187 members 
Mstep: Class 13 contains 11381 members 
Mstep: Class 14 contains 17842 members 
Mstep: Class 15 contains 5487 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 169587 members 
Mstep: Class 18 contains 10244 members 
Mstep: Class 19 contains 4546 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 24409 members 
Mstep: Class 22 contains 5812 members 
Mstep: Class 23 contains 5948 members 
Mstep: Class 24 contains 17820 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13549 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2199 members 
Mstep: Class 30 contains 23874 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1660 members 
Mstep: Class 33 contains 2584 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964784.000000 Penalty: 76049.578125
Iteration 153Q: 36 clusters Score -6.596478e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 13062 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 11539 members 
Mstep: Class 5 contains 31051 members 
Mstep: Class 6 contains 127361 members 
Mstep: Class 7 contains 4242 members 
Mstep: Class 8 contains 25930 members 
Mstep: Class 9 contains 8089 members 
Mstep: Class 10 contains 39416 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7184 members 
Mstep: Class 13 contains 11386 members 
Mstep: Class 14 contains 17841 members 
Mstep: Class 15 contains 5487 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 169576 members 
Mstep: Class 18 contains 10242 members 
Mstep: Class 19 contains 4545 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 24403 members 
Mstep: Class 22 contains 5812 members 
Mstep: Class 23 contains 5937 members 
Mstep: Class 24 contains 17821 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13551 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2199 members 
Mstep: Class 30 contains 23868 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1661 members 
Mstep: Class 33 contains 2584 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964796.000000 Penalty: 76049.578125
Iteration 154Q: 36 clusters Score -6.59648e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 13060 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 11537 members 
Mstep: Class 5 contains 31054 members 
Mstep: Class 6 contains 127356 members 
Mstep: Class 7 contains 4243 members 
Mstep: Class 8 contains 25961 members 
Mstep: Class 9 contains 8091 members 
Mstep: Class 10 contains 39415 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7181 members 
Mstep: Class 13 contains 11390 members 
Mstep: Class 14 contains 17835 members 
Mstep: Class 15 contains 5488 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 169572 members 
Mstep: Class 18 contains 10240 members 
Mstep: Class 19 contains 4547 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24399 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 17816 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13553 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2199 members 
Mstep: Class 30 contains 23863 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1663 members 
Mstep: Class 33 contains 2584 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964772.000000 Penalty: 76049.578125
Iteration 155Q: 36 clusters Score -6.596477e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 13054 members 
Mstep: Class 3 contains 2364 members 
Mstep: Class 4 contains 11537 members 
Mstep: Class 5 contains 31058 members 
Mstep: Class 6 contains 127344 members 
Mstep: Class 7 contains 4243 members 
Mstep: Class 8 contains 25989 members 
Mstep: Class 9 contains 8097 members 
Mstep: Class 10 contains 39416 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7183 members 
Mstep: Class 13 contains 11394 members 
Mstep: Class 14 contains 17828 members 
Mstep: Class 15 contains 5489 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 169581 members 
Mstep: Class 18 contains 10239 members 
Mstep: Class 19 contains 4547 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24397 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 5902 members 
Mstep: Class 24 contains 17811 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13554 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2198 members 
Mstep: Class 30 contains 23848 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 2584 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964840.000000 Penalty: 76049.578125
Iteration 156Q: 36 clusters Score -6.596484e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 13052 members 
Mstep: Class 3 contains 2360 members 
Mstep: Class 4 contains 11538 members 
Mstep: Class 5 contains 31060 members 
Mstep: Class 6 contains 127334 members 
Mstep: Class 7 contains 4243 members 
Mstep: Class 8 contains 26023 members 
Mstep: Class 9 contains 8096 members 
Mstep: Class 10 contains 39411 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7188 members 
Mstep: Class 13 contains 11402 members 
Mstep: Class 14 contains 17821 members 
Mstep: Class 15 contains 5489 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 169580 members 
Mstep: Class 18 contains 10237 members 
Mstep: Class 19 contains 4549 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24397 members 
Mstep: Class 22 contains 5813 members 
Mstep: Class 23 contains 5888 members 
Mstep: Class 24 contains 17813 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13553 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2199 members 
Mstep: Class 30 contains 23832 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 2584 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964868.000000 Penalty: 76049.578125
Iteration 157Q: 36 clusters Score -6.596487e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 13045 members 
Mstep: Class 3 contains 2358 members 
Mstep: Class 4 contains 11539 members 
Mstep: Class 5 contains 31061 members 
Mstep: Class 6 contains 127329 members 
Mstep: Class 7 contains 4242 members 
Mstep: Class 8 contains 26053 members 
Mstep: Class 9 contains 8098 members 
Mstep: Class 10 contains 39405 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7190 members 
Mstep: Class 13 contains 11409 members 
Mstep: Class 14 contains 17817 members 
Mstep: Class 15 contains 5489 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 169581 members 
Mstep: Class 18 contains 10234 members 
Mstep: Class 19 contains 4550 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24395 members 
Mstep: Class 22 contains 5813 members 
Mstep: Class 23 contains 5873 members 
Mstep: Class 24 contains 17810 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13558 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2201 members 
Mstep: Class 30 contains 23816 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1668 members 
Mstep: Class 33 contains 2584 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964864.000000 Penalty: 76049.578125
Iteration 158Q: 36 clusters Score -6.596486e+07 nChanged 137
Entering ConstructFrom: 
Score: -65964864.000000 Penalty: 76049.578125
Entering ConstructFrom: 
Trying to split cluster 1 (44975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Entering Unmasked Estep 
Score: -4442414.500000 Penalty: 1741.002686
	Iteration 0F: 2 clusters Score -4442414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -4412371.000000 Penalty: 3482.005371
	Iteration 0F: 3 clusters Score -4412371 nChanged 21094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -4424649.000000 Penalty: 3482.005371
	Iteration 1F: 3 clusters Score -4424649 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -4425411.500000 Penalty: 3482.005371
	Iteration 2Q: 3 clusters Score -4425412 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -4426298.000000 Penalty: 3482.005371
	Iteration 3Q: 3 clusters Score -4426298 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -4427170.000000 Penalty: 3482.005371
	Iteration 4Q: 3 clusters Score -4427170 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -4428035.500000 Penalty: 3482.005371
	Iteration 5Q: 3 clusters Score -4428036 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -4428867.000000 Penalty: 3482.005371
	Iteration 6Q: 3 clusters Score -4428867 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -4429779.000000 Penalty: 3482.005371
	Iteration 7Q: 3 clusters Score -4429779 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -4430680.000000 Penalty: 3482.005371
	Iteration 8Q: 3 clusters Score -4430680 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -4431432.000000 Penalty: 3482.005371
	Iteration 9Q: 3 clusters Score -4431432 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -4432058.500000 Penalty: 3482.005371
	Iteration 10Q: 3 clusters Score -4432058 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -4432552.000000 Penalty: 3482.005371
	Iteration 11Q: 3 clusters Score -4432552 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -4433028.500000 Penalty: 3482.005371
	Iteration 12Q: 3 clusters Score -4433028 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -4433468.500000 Penalty: 3482.005371
	Iteration 13Q: 3 clusters Score -4433468 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -4433981.500000 Penalty: 3482.005371
	Iteration 14Q: 3 clusters Score -4433982 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -4434661.500000 Penalty: 3482.005371
	Iteration 15Q: 3 clusters Score -4434662 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -4435514.000000 Penalty: 3482.005371
	Iteration 16Q: 3 clusters Score -4435514 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -4436433.500000 Penalty: 3482.005371
	Iteration 17Q: 3 clusters Score -4436434 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -4437335.500000 Penalty: 3482.005371
	Iteration 18Q: 3 clusters Score -4437336 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -4438196.000000 Penalty: 3482.005371
	Iteration 19Q: 3 clusters Score -4438196 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -4438937.500000 Penalty: 3482.005371
	Iteration 20F: 3 clusters Score -4438938 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -4439599.000000 Penalty: 3482.005371
	Iteration 21Q: 3 clusters Score -4439599 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -4440081.000000 Penalty: 3482.005371
	Iteration 22Q: 3 clusters Score -4440081 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -4440411.500000 Penalty: 3482.005371
	Iteration 23Q: 3 clusters Score -4440412 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -4440627.000000 Penalty: 3482.005371
	Iteration 24Q: 3 clusters Score -4440627 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -4440844.500000 Penalty: 3482.005371
	Iteration 25Q: 3 clusters Score -4440844 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -4441009.000000 Penalty: 3482.005371
	Iteration 26Q: 3 clusters Score -4441009 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -4441150.000000 Penalty: 3482.005371
	Iteration 27Q: 3 clusters Score -4441150 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -4441265.000000 Penalty: 3482.005371
	Iteration 28Q: 3 clusters Score -4441265 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -4441378.000000 Penalty: 3482.005371
	Iteration 29Q: 3 clusters Score -4441378 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -4441524.500000 Penalty: 3482.005371
	Iteration 30Q: 3 clusters Score -4441524 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -4441656.000000 Penalty: 3482.005371
	Iteration 31Q: 3 clusters Score -4441656 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -4441740.000000 Penalty: 3482.005371
	Iteration 32Q: 3 clusters Score -4441740 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -4441834.000000 Penalty: 3482.005371
	Iteration 33Q: 3 clusters Score -4441834 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -4441890.000000 Penalty: 3482.005371
	Iteration 34Q: 3 clusters Score -4441890 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -4441948.000000 Penalty: 3482.005371
	Iteration 35Q: 3 clusters Score -4441948 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -4442009.500000 Penalty: 3482.005371
	Iteration 36Q: 3 clusters Score -4442010 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -4442023.500000 Penalty: 3482.005371
	Iteration 37Q: 3 clusters Score -4442024 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -4442054.500000 Penalty: 3482.005371
	Iteration 38Q: 3 clusters Score -4442054 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -4442071.500000 Penalty: 3482.005371
	Iteration 39Q: 3 clusters Score -4442072 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -4442081.000000 Penalty: 3482.005371
	Iteration 40F: 3 clusters Score -4442081 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -4442093.000000 Penalty: 3482.005371
	Iteration 41Q: 3 clusters Score -4442093 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -4442095.000000 Penalty: 3482.005371
	Iteration 42Q: 3 clusters Score -4442095 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -4442100.500000 Penalty: 3482.005371
	Iteration 43Q: 3 clusters Score -4442100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -4442116.500000 Penalty: 3482.005371
	Iteration 44Q: 3 clusters Score -4442116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4442124.000000 Penalty: 3482.005371
	Iteration 45Q: 3 clusters Score -4442124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -4442128.500000 Penalty: 3482.005371
	Iteration 46Q: 3 clusters Score -4442128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -4442130.500000 Penalty: 3482.005371
	Iteration 47Q: 3 clusters Score -4442130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -4442134.000000 Penalty: 3482.005371
	Iteration 48Q: 3 clusters Score -4442134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -4442135.000000 Penalty: 3482.005371
	Iteration 49Q: 3 clusters Score -4442135 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -4442137.000000 Penalty: 3482.005371
	Iteration 50Q: 3 clusters Score -4442137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -4442139.000000 Penalty: 3482.005371
	Iteration 51Q: 3 clusters Score -4442139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -4442143.500000 Penalty: 3482.005371
	Iteration 52Q: 3 clusters Score -4442144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4442143.000000 Penalty: 3482.005371
	Iteration 53Q: 3 clusters Score -4442143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4442145.000000 Penalty: 3482.005371
	Iteration 54Q: 3 clusters Score -4442145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -4442147.500000 Penalty: 3482.005371
	Iteration 55Q: 3 clusters Score -4442148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -4442143.000000 Penalty: 3482.005371
	Iteration 56Q: 3 clusters Score -4442143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -4442145.500000 Penalty: 3482.005371
	Iteration 57Q: 3 clusters Score -4442146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -4442143.500000 Penalty: 3482.005371
	Iteration 58Q: 3 clusters Score -4442144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -4442149.000000 Penalty: 3482.005371
	Iteration 59Q: 3 clusters Score -4442149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -4442146.500000 Penalty: 3482.005371
	Iteration 60F: 3 clusters Score -4442146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4442154.000000 Penalty: 3482.005371
	Iteration 61Q: 3 clusters Score -4442154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -4442158.500000 Penalty: 3482.005371
	Iteration 62Q: 3 clusters Score -4442158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -4442160.500000 Penalty: 3482.005371
	Iteration 63Q: 3 clusters Score -4442160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4442162.500000 Penalty: 3482.005371
	Iteration 64Q: 3 clusters Score -4442162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4442162.500000 Penalty: 3482.005371
	Iteration 65F: 3 clusters Score -4442162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Entering Unmasked Estep 
Score: -1357533.875000 Penalty: 1539.813721
	Iteration 0F: 2 clusters Score -1357534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1348393.000000 Penalty: 3079.627441
	Iteration 0F: 3 clusters Score -1348393 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1351530.625000 Penalty: 3079.627441
	Iteration 1F: 3 clusters Score -1351531 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1351818.625000 Penalty: 3079.627441
	Iteration 2F: 3 clusters Score -1351819 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1352091.500000 Penalty: 3079.627441
	Iteration 3Q: 3 clusters Score -1352092 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1352426.250000 Penalty: 3079.627441
	Iteration 4F: 3 clusters Score -1352426 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1352934.375000 Penalty: 3079.627441
	Iteration 5F: 3 clusters Score -1352934 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1353679.000000 Penalty: 3079.627441
	Iteration 6F: 3 clusters Score -1353679 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1354507.375000 Penalty: 3079.627441
	Iteration 7F: 3 clusters Score -1354507 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1355243.500000 Penalty: 3079.627441
	Iteration 8F: 3 clusters Score -1355244 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1355785.375000 Penalty: 3079.627441
	Iteration 9Q: 3 clusters Score -1355785 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1356142.250000 Penalty: 3079.627441
	Iteration 10Q: 3 clusters Score -1356142 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1356379.250000 Penalty: 3079.627441
	Iteration 11Q: 3 clusters Score -1356379 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1356508.375000 Penalty: 3079.627441
	Iteration 12Q: 3 clusters Score -1356508 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1356587.750000 Penalty: 3079.627441
	Iteration 13Q: 3 clusters Score -1356588 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1356645.125000 Penalty: 3079.627441
	Iteration 14Q: 3 clusters Score -1356645 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1356678.250000 Penalty: 3079.627441
	Iteration 15Q: 3 clusters Score -1356678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1356697.625000 Penalty: 3079.627441
	Iteration 16Q: 3 clusters Score -1356698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1356711.375000 Penalty: 3079.627441
	Iteration 17Q: 3 clusters Score -1356711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1356721.500000 Penalty: 3079.627441
	Iteration 18Q: 3 clusters Score -1356722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1356726.875000 Penalty: 3079.627441
	Iteration 19Q: 3 clusters Score -1356727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1356733.250000 Penalty: 3079.627441
	Iteration 20F: 3 clusters Score -1356733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1356736.625000 Penalty: 3079.627441
	Iteration 21Q: 3 clusters Score -1356737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1356736.500000 Penalty: 3079.627441
	Iteration 22Q: 3 clusters Score -1356736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1356737.250000 Penalty: 3079.627441
	Iteration 23Q: 3 clusters Score -1356737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1356738.500000 Penalty: 3079.627441
	Iteration 24Q: 3 clusters Score -1356738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1356740.125000 Penalty: 3079.627441
	Iteration 25Q: 3 clusters Score -1356740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1356740.375000 Penalty: 3079.627441
	Iteration 26Q: 3 clusters Score -1356740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1356739.125000 Penalty: 3079.627441
	Iteration 27Q: 3 clusters Score -1356739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1356737.750000 Penalty: 3079.627441
	Iteration 28Q: 3 clusters Score -1356738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1356737.750000 Penalty: 3079.627441
	Iteration 29F: 3 clusters Score -1356738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Entering Unmasked Estep 
Score: -227037.890625 Penalty: 1262.111572
	Iteration 0F: 2 clusters Score -227037.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -224729.078125 Penalty: 2524.223145
	Iteration 0F: 3 clusters Score -224729.1 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -225274.328125 Penalty: 2524.223145
	Iteration 1F: 3 clusters Score -225274.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -225417.593750 Penalty: 2524.223145
	Iteration 2F: 3 clusters Score -225417.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -225498.937500 Penalty: 2524.223145
	Iteration 3Q: 3 clusters Score -225498.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -225557.765625 Penalty: 2524.223145
	Iteration 4Q: 3 clusters Score -225557.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -225595.984375 Penalty: 2524.223145
	Iteration 5Q: 3 clusters Score -225596 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -225630.390625 Penalty: 2524.223145
	Iteration 6Q: 3 clusters Score -225630.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -225664.250000 Penalty: 2524.223145
	Iteration 7Q: 3 clusters Score -225664.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -225693.359375 Penalty: 2524.223145
	Iteration 8Q: 3 clusters Score -225693.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -225715.546875 Penalty: 2524.223145
	Iteration 9Q: 3 clusters Score -225715.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -225736.906250 Penalty: 2524.223145
	Iteration 10Q: 3 clusters Score -225736.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -225768.515625 Penalty: 2524.223145
	Iteration 11Q: 3 clusters Score -225768.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -225788.953125 Penalty: 2524.223145
	Iteration 12Q: 3 clusters Score -225789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -225805.843750 Penalty: 2524.223145
	Iteration 13Q: 3 clusters Score -225805.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -225819.250000 Penalty: 2524.223145
	Iteration 14Q: 3 clusters Score -225819.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -225825.359375 Penalty: 2524.223145
	Iteration 15Q: 3 clusters Score -225825.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -225829.156250 Penalty: 2524.223145
	Iteration 16Q: 3 clusters Score -225829.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -225833.312500 Penalty: 2524.223145
	Iteration 17Q: 3 clusters Score -225833.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -225836.593750 Penalty: 2524.223145
	Iteration 18Q: 3 clusters Score -225836.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -225838.671875 Penalty: 2524.223145
	Iteration 19Q: 3 clusters Score -225838.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -225841.312500 Penalty: 2524.223145
	Iteration 20F: 3 clusters Score -225841.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Entering Unmasked Estep 
Score: -1221215.750000 Penalty: 1519.927734
	Iteration 0F: 2 clusters Score -1221216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1213027.500000 Penalty: 3039.855469
	Iteration 0F: 3 clusters Score -1213028 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1215732.125000 Penalty: 3039.855469
	Iteration 1F: 3 clusters Score -1215732 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1215963.125000 Penalty: 3039.855469
	Iteration 2F: 3 clusters Score -1215963 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1216153.000000 Penalty: 3039.855469
	Iteration 3Q: 3 clusters Score -1216153 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1216314.750000 Penalty: 3039.855469
	Iteration 4Q: 3 clusters Score -1216315 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1216478.750000 Penalty: 3039.855469
	Iteration 5Q: 3 clusters Score -1216479 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1216639.875000 Penalty: 3039.855469
	Iteration 6Q: 3 clusters Score -1216640 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1216834.000000 Penalty: 3039.855469
	Iteration 7Q: 3 clusters Score -1216834 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1217063.625000 Penalty: 3039.855469
	Iteration 8Q: 3 clusters Score -1217064 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1217345.375000 Penalty: 3039.855469
	Iteration 9Q: 3 clusters Score -1217345 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1217652.375000 Penalty: 3039.855469
	Iteration 10Q: 3 clusters Score -1217652 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1218029.000000 Penalty: 3039.855469
	Iteration 11Q: 3 clusters Score -1218029 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1218438.750000 Penalty: 3039.855469
	Iteration 12F: 3 clusters Score -1218439 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1218822.875000 Penalty: 3039.855469
	Iteration 13Q: 3 clusters Score -1218823 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1219149.125000 Penalty: 3039.855469
	Iteration 14Q: 3 clusters Score -1219149 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1219445.750000 Penalty: 3039.855469
	Iteration 15Q: 3 clusters Score -1219446 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1219710.625000 Penalty: 3039.855469
	Iteration 16Q: 3 clusters Score -1219711 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1219914.375000 Penalty: 3039.855469
	Iteration 17Q: 3 clusters Score -1219914 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1220097.875000 Penalty: 3039.855469
	Iteration 18Q: 3 clusters Score -1220098 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1220214.750000 Penalty: 3039.855469
	Iteration 19Q: 3 clusters Score -1220215 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1220294.750000 Penalty: 3039.855469
	Iteration 20F: 3 clusters Score -1220295 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1220341.000000 Penalty: 3039.855469
	Iteration 21Q: 3 clusters Score -1220341 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1220372.375000 Penalty: 3039.855469
	Iteration 22Q: 3 clusters Score -1220372 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1220393.875000 Penalty: 3039.855469
	Iteration 23Q: 3 clusters Score -1220394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1220401.500000 Penalty: 3039.855469
	Iteration 24Q: 3 clusters Score -1220402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1220408.375000 Penalty: 3039.855469
	Iteration 25Q: 3 clusters Score -1220408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1220414.000000 Penalty: 3039.855469
	Iteration 26Q: 3 clusters Score -1220414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1220415.625000 Penalty: 3039.855469
	Iteration 27Q: 3 clusters Score -1220416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1220418.375000 Penalty: 3039.855469
	Iteration 28Q: 3 clusters Score -1220418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1220419.500000 Penalty: 3039.855469
	Iteration 29Q: 3 clusters Score -1220420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1220421.250000 Penalty: 3039.855469
	Iteration 30Q: 3 clusters Score -1220421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1220422.250000 Penalty: 3039.855469
	Iteration 31Q: 3 clusters Score -1220422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1220423.875000 Penalty: 3039.855469
	Iteration 32Q: 3 clusters Score -1220424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1220423.875000 Penalty: 3039.855469
	Iteration 33F: 3 clusters Score -1220424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Entering Unmasked Estep 
Score: -3302493.250000 Penalty: 1680.852539
	Iteration 0F: 2 clusters Score -3302493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -3281526.750000 Penalty: 3361.705078
	Iteration 0F: 3 clusters Score -3281527 nChanged 14395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3289300.250000 Penalty: 3361.705078
	Iteration 1F: 3 clusters Score -3289300 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -3289613.000000 Penalty: 3361.705078
	Iteration 2Q: 3 clusters Score -3289613 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3289892.000000 Penalty: 3361.705078
	Iteration 3Q: 3 clusters Score -3289892 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -3290141.000000 Penalty: 3361.705078
	Iteration 4Q: 3 clusters Score -3290141 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3290445.250000 Penalty: 3361.705078
	Iteration 5Q: 3 clusters Score -3290445 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -3290879.250000 Penalty: 3361.705078
	Iteration 6Q: 3 clusters Score -3290879 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -3291468.250000 Penalty: 3361.705078
	Iteration 7Q: 3 clusters Score -3291468 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -3292332.000000 Penalty: 3361.705078
	Iteration 8F: 3 clusters Score -3292332 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -3293603.750000 Penalty: 3361.705078
	Iteration 9F: 3 clusters Score -3293604 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -3295416.250000 Penalty: 3361.705078
	Iteration 10F: 3 clusters Score -3295416 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -3297464.000000 Penalty: 3361.705078
	Iteration 11F: 3 clusters Score -3297464 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3299193.750000 Penalty: 3361.705078
	Iteration 12F: 3 clusters Score -3299194 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3300189.250000 Penalty: 3361.705078
	Iteration 13Q: 3 clusters Score -3300189 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3300663.500000 Penalty: 3361.705078
	Iteration 14Q: 3 clusters Score -3300664 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3300834.250000 Penalty: 3361.705078
	Iteration 15Q: 3 clusters Score -3300834 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3300906.750000 Penalty: 3361.705078
	Iteration 16Q: 3 clusters Score -3300907 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3300940.750000 Penalty: 3361.705078
	Iteration 17Q: 3 clusters Score -3300941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3300967.000000 Penalty: 3361.705078
	Iteration 18Q: 3 clusters Score -3300967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3300984.750000 Penalty: 3361.705078
	Iteration 19Q: 3 clusters Score -3300985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3300993.000000 Penalty: 3361.705078
	Iteration 20F: 3 clusters Score -3300993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3300998.250000 Penalty: 3361.705078
	Iteration 21Q: 3 clusters Score -3300998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3301002.750000 Penalty: 3361.705078
	Iteration 22Q: 3 clusters Score -3301003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3301011.500000 Penalty: 3361.705078
	Iteration 23Q: 3 clusters Score -3301012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3301008.250000 Penalty: 3361.705078
	Iteration 24Q: 3 clusters Score -3301008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3301009.750000 Penalty: 3361.705078
	Iteration 25Q: 3 clusters Score -3301010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3301009.750000 Penalty: 3361.705078
	Iteration 26F: 3 clusters Score -3301010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (127325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127325 members 
Entering Unmasked Estep 
Score: -13676136.000000 Penalty: 1910.105957
	Iteration 0F: 2 clusters Score -1.367614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 63553 members 
Entering Unmasked Estep 
Score: -13591105.000000 Penalty: 3820.211914
	Iteration 0F: 3 clusters Score -1.35911e+07 nChanged 61062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63658 members 
Mstep: Class 2 contains 63667 members 
Entering Unmasked Estep 
Score: -13627129.000000 Penalty: 3820.211914
	Iteration 1F: 3 clusters Score -1.362713e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63538 members 
Mstep: Class 2 contains 63787 members 
Entering Unmasked Estep 
Score: -13627952.000000 Penalty: 3820.211914
	Iteration 2Q: 3 clusters Score -1.362795e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63357 members 
Mstep: Class 2 contains 63968 members 
Entering Unmasked Estep 
Score: -13628756.000000 Penalty: 3820.211914
	Iteration 3Q: 3 clusters Score -1.362876e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63112 members 
Mstep: Class 2 contains 64213 members 
Entering Unmasked Estep 
Score: -13630027.000000 Penalty: 3820.211914
	Iteration 4Q: 3 clusters Score -1.363003e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62871 members 
Mstep: Class 2 contains 64454 members 
Entering Unmasked Estep 
Score: -13631521.000000 Penalty: 3820.211914
	Iteration 5Q: 3 clusters Score -1.363152e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62594 members 
Mstep: Class 2 contains 64731 members 
Entering Unmasked Estep 
Score: -13633388.000000 Penalty: 3820.211914
	Iteration 6Q: 3 clusters Score -1.363339e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62475 members 
Mstep: Class 2 contains 64850 members 
Entering Unmasked Estep 
Score: -13635123.000000 Penalty: 3820.211914
	Iteration 7Q: 3 clusters Score -1.363512e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62440 members 
Mstep: Class 2 contains 64885 members 
Entering Unmasked Estep 
Score: -13637314.000000 Penalty: 3820.211914
	Iteration 8Q: 3 clusters Score -1.363731e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62432 members 
Mstep: Class 2 contains 64893 members 
Entering Unmasked Estep 
Score: -13639727.000000 Penalty: 3820.211914
	Iteration 9Q: 3 clusters Score -1.363973e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62450 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -13642313.000000 Penalty: 3820.211914
	Iteration 10Q: 3 clusters Score -1.364231e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62483 members 
Mstep: Class 2 contains 64842 members 
Entering Unmasked Estep 
Score: -13644901.000000 Penalty: 3820.211914
	Iteration 11Q: 3 clusters Score -1.36449e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62421 members 
Mstep: Class 2 contains 64904 members 
Entering Unmasked Estep 
Score: -13647328.000000 Penalty: 3820.211914
	Iteration 12Q: 3 clusters Score -1.364733e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62279 members 
Mstep: Class 2 contains 65046 members 
Entering Unmasked Estep 
Score: -13649668.000000 Penalty: 3820.211914
	Iteration 13Q: 3 clusters Score -1.364967e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62089 members 
Mstep: Class 2 contains 65236 members 
Entering Unmasked Estep 
Score: -13651667.000000 Penalty: 3820.211914
	Iteration 14Q: 3 clusters Score -1.365167e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61743 members 
Mstep: Class 2 contains 65582 members 
Entering Unmasked Estep 
Score: -13652865.000000 Penalty: 3820.211914
	Iteration 15Q: 3 clusters Score -1.365286e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61319 members 
Mstep: Class 2 contains 66006 members 
Entering Unmasked Estep 
Score: -13653392.000000 Penalty: 3820.211914
	Iteration 16Q: 3 clusters Score -1.365339e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 66469 members 
Entering Unmasked Estep 
Score: -13653773.000000 Penalty: 3820.211914
	Iteration 17Q: 3 clusters Score -1.365377e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60352 members 
Mstep: Class 2 contains 66973 members 
Entering Unmasked Estep 
Score: -13654004.000000 Penalty: 3820.211914
	Iteration 18Q: 3 clusters Score -1.3654e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 67511 members 
Entering Unmasked Estep 
Score: -13654140.000000 Penalty: 3820.211914
	Iteration 19Q: 3 clusters Score -1.365414e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 68122 members 
Entering Unmasked Estep 
Score: -13654277.000000 Penalty: 3820.211914
	Iteration 20F: 3 clusters Score -1.365428e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 68781 members 
Entering Unmasked Estep 
Score: -13654435.000000 Penalty: 3820.211914
	Iteration 21Q: 3 clusters Score -1.365444e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57807 members 
Mstep: Class 2 contains 69518 members 
Entering Unmasked Estep 
Score: -13654598.000000 Penalty: 3820.211914
	Iteration 22Q: 3 clusters Score -1.36546e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57005 members 
Mstep: Class 2 contains 70320 members 
Entering Unmasked Estep 
Score: -13654745.000000 Penalty: 3820.211914
	Iteration 23Q: 3 clusters Score -1.365474e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56142 members 
Mstep: Class 2 contains 71183 members 
Entering Unmasked Estep 
Score: -13654976.000000 Penalty: 3820.211914
	Iteration 24Q: 3 clusters Score -1.365498e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55241 members 
Mstep: Class 2 contains 72084 members 
Entering Unmasked Estep 
Score: -13655137.000000 Penalty: 3820.211914
	Iteration 25Q: 3 clusters Score -1.365514e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54315 members 
Mstep: Class 2 contains 73010 members 
Entering Unmasked Estep 
Score: -13655343.000000 Penalty: 3820.211914
	Iteration 26Q: 3 clusters Score -1.365534e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 73931 members 
Entering Unmasked Estep 
Score: -13655525.000000 Penalty: 3820.211914
	Iteration 27Q: 3 clusters Score -1.365552e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52356 members 
Mstep: Class 2 contains 74969 members 
Entering Unmasked Estep 
Score: -13655811.000000 Penalty: 3820.211914
	Iteration 28Q: 3 clusters Score -1.365581e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 76099 members 
Entering Unmasked Estep 
Score: -13656131.000000 Penalty: 3820.211914
	Iteration 29Q: 3 clusters Score -1.365613e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 77265 members 
Entering Unmasked Estep 
Score: -13656499.000000 Penalty: 3820.211914
	Iteration 30Q: 3 clusters Score -1.36565e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 78590 members 
Entering Unmasked Estep 
Score: -13656830.000000 Penalty: 3820.211914
	Iteration 31Q: 3 clusters Score -1.365683e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 79956 members 
Entering Unmasked Estep 
Score: -13657268.000000 Penalty: 3820.211914
	Iteration 32Q: 3 clusters Score -1.365727e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 81395 members 
Entering Unmasked Estep 
Score: -13657695.000000 Penalty: 3820.211914
	Iteration 33Q: 3 clusters Score -1.36577e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 82929 members 
Entering Unmasked Estep 
Score: -13658231.000000 Penalty: 3820.211914
	Iteration 34Q: 3 clusters Score -1.365823e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 84522 members 
Entering Unmasked Estep 
Score: -13658790.000000 Penalty: 3820.211914
	Iteration 35Q: 3 clusters Score -1.365879e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 86153 members 
Entering Unmasked Estep 
Score: -13659309.000000 Penalty: 3820.211914
	Iteration 36Q: 3 clusters Score -1.365931e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 87806 members 
Entering Unmasked Estep 
Score: -13659803.000000 Penalty: 3820.211914
	Iteration 37Q: 3 clusters Score -1.36598e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 89487 members 
Entering Unmasked Estep 
Score: -13660386.000000 Penalty: 3820.211914
	Iteration 38Q: 3 clusters Score -1.366039e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 91156 members 
Entering Unmasked Estep 
Score: -13660976.000000 Penalty: 3820.211914
	Iteration 39Q: 3 clusters Score -1.366098e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 92791 members 
Entering Unmasked Estep 
Score: -13661543.000000 Penalty: 3820.211914
	Iteration 40F: 3 clusters Score -1.366154e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 94494 members 
Entering Unmasked Estep 
Score: -13662155.000000 Penalty: 3820.211914
	Iteration 41Q: 3 clusters Score -1.366216e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 96150 members 
Entering Unmasked Estep 
Score: -13662756.000000 Penalty: 3820.211914
	Iteration 42Q: 3 clusters Score -1.366276e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 97790 members 
Entering Unmasked Estep 
Score: -13663328.000000 Penalty: 3820.211914
	Iteration 43Q: 3 clusters Score -1.366333e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 99428 members 
Entering Unmasked Estep 
Score: -13663915.000000 Penalty: 3820.211914
	Iteration 44Q: 3 clusters Score -1.366392e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 101008 members 
Entering Unmasked Estep 
Score: -13664482.000000 Penalty: 3820.211914
	Iteration 45Q: 3 clusters Score -1.366448e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 102565 members 
Entering Unmasked Estep 
Score: -13665100.000000 Penalty: 3820.211914
	Iteration 46Q: 3 clusters Score -1.36651e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 104121 members 
Entering Unmasked Estep 
Score: -13665717.000000 Penalty: 3820.211914
	Iteration 47Q: 3 clusters Score -1.366572e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 105588 members 
Entering Unmasked Estep 
Score: -13666266.000000 Penalty: 3820.211914
	Iteration 48Q: 3 clusters Score -1.366627e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 107028 members 
Entering Unmasked Estep 
Score: -13666795.000000 Penalty: 3820.211914
	Iteration 49Q: 3 clusters Score -1.36668e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 108535 members 
Entering Unmasked Estep 
Score: -13667394.000000 Penalty: 3820.211914
	Iteration 50Q: 3 clusters Score -1.366739e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 110007 members 
Entering Unmasked Estep 
Score: -13668015.000000 Penalty: 3820.211914
	Iteration 51Q: 3 clusters Score -1.366802e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 111446 members 
Entering Unmasked Estep 
Score: -13668561.000000 Penalty: 3820.211914
	Iteration 52Q: 3 clusters Score -1.366856e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 112783 members 
Entering Unmasked Estep 
Score: -13669104.000000 Penalty: 3820.211914
	Iteration 53Q: 3 clusters Score -1.36691e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 114048 members 
Entering Unmasked Estep 
Score: -13669703.000000 Penalty: 3820.211914
	Iteration 54Q: 3 clusters Score -1.36697e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 115278 members 
Entering Unmasked Estep 
Score: -13670241.000000 Penalty: 3820.211914
	Iteration 55Q: 3 clusters Score -1.367024e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 116433 members 
Entering Unmasked Estep 
Score: -13670741.000000 Penalty: 3820.211914
	Iteration 56Q: 3 clusters Score -1.367074e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 117523 members 
Entering Unmasked Estep 
Score: -13671241.000000 Penalty: 3820.211914
	Iteration 57Q: 3 clusters Score -1.367124e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 118525 members 
Entering Unmasked Estep 
Score: -13671726.000000 Penalty: 3820.211914
	Iteration 58Q: 3 clusters Score -1.367173e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 119452 members 
Entering Unmasked Estep 
Score: -13672172.000000 Penalty: 3820.211914
	Iteration 59Q: 3 clusters Score -1.367217e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 120262 members 
Entering Unmasked Estep 
Score: -13672488.000000 Penalty: 3820.211914
	Iteration 60F: 3 clusters Score -1.367249e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 120990 members 
Entering Unmasked Estep 
Score: -13672834.000000 Penalty: 3820.211914
	Iteration 61Q: 3 clusters Score -1.367283e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 121648 members 
Entering Unmasked Estep 
Score: -13673182.000000 Penalty: 3820.211914
	Iteration 62Q: 3 clusters Score -1.367318e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 122233 members 
Entering Unmasked Estep 
Score: -13673461.000000 Penalty: 3820.211914
	Iteration 63Q: 3 clusters Score -1.367346e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 122730 members 
Entering Unmasked Estep 
Score: -13673664.000000 Penalty: 3820.211914
	Iteration 64Q: 3 clusters Score -1.367366e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 123171 members 
Entering Unmasked Estep 
Score: -13673860.000000 Penalty: 3820.211914
	Iteration 65Q: 3 clusters Score -1.367386e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 123538 members 
Entering Unmasked Estep 
Score: -13674041.000000 Penalty: 3820.211914
	Iteration 66Q: 3 clusters Score -1.367404e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 123842 members 
Entering Unmasked Estep 
Score: -13674158.000000 Penalty: 3820.211914
	Iteration 67Q: 3 clusters Score -1.367416e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 124099 members 
Entering Unmasked Estep 
Score: -13674258.000000 Penalty: 3820.211914
	Iteration 68Q: 3 clusters Score -1.367426e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 124320 members 
Entering Unmasked Estep 
Score: -13674335.000000 Penalty: 3820.211914
	Iteration 69Q: 3 clusters Score -1.367434e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 124477 members 
Entering Unmasked Estep 
Score: -13674373.000000 Penalty: 3820.211914
	Iteration 70Q: 3 clusters Score -1.367437e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 124604 members 
Entering Unmasked Estep 
Score: -13674451.000000 Penalty: 3820.211914
	Iteration 71Q: 3 clusters Score -1.367445e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 124720 members 
Entering Unmasked Estep 
Score: -13674450.000000 Penalty: 3820.211914
	Iteration 72Q: 3 clusters Score -1.367445e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 124825 members 
Entering Unmasked Estep 
Score: -13674473.000000 Penalty: 3820.211914
	Iteration 73Q: 3 clusters Score -1.367447e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 124917 members 
Entering Unmasked Estep 
Score: -13674521.000000 Penalty: 3820.211914
	Iteration 74Q: 3 clusters Score -1.367452e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 124991 members 
Entering Unmasked Estep 
Score: -13674569.000000 Penalty: 3820.211914
	Iteration 75Q: 3 clusters Score -1.367457e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 125059 members 
Entering Unmasked Estep 
Score: -13674595.000000 Penalty: 3820.211914
	Iteration 76Q: 3 clusters Score -1.36746e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 125108 members 
Entering Unmasked Estep 
Score: -13674621.000000 Penalty: 3820.211914
	Iteration 77Q: 3 clusters Score -1.367462e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 125146 members 
Entering Unmasked Estep 
Score: -13674634.000000 Penalty: 3820.211914
	Iteration 78Q: 3 clusters Score -1.367463e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 125174 members 
Entering Unmasked Estep 
Score: -13674638.000000 Penalty: 3820.211914
	Iteration 79Q: 3 clusters Score -1.367464e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 125198 members 
Entering Unmasked Estep 
Score: -13674627.000000 Penalty: 3820.211914
	Iteration 80F: 3 clusters Score -1.367463e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 125224 members 
Entering Unmasked Estep 
Score: -13674648.000000 Penalty: 3820.211914
	Iteration 81Q: 3 clusters Score -1.367465e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 125246 members 
Entering Unmasked Estep 
Score: -13674649.000000 Penalty: 3820.211914
	Iteration 82Q: 3 clusters Score -1.367465e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 125264 members 
Entering Unmasked Estep 
Score: -13674648.000000 Penalty: 3820.211914
	Iteration 83Q: 3 clusters Score -1.367465e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 125284 members 
Entering Unmasked Estep 
Score: -13674646.000000 Penalty: 3820.211914
	Iteration 84Q: 3 clusters Score -1.367465e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 125299 members 
Entering Unmasked Estep 
Score: -13674645.000000 Penalty: 3820.211914
	Iteration 85Q: 3 clusters Score -1.367464e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 125309 members 
Entering Unmasked Estep 
Score: -13674652.000000 Penalty: 3820.211914
	Iteration 86Q: 3 clusters Score -1.367465e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 125319 members 
Entering Unmasked Estep 
Score: -13674650.000000 Penalty: 3820.211914
	Iteration 87Q: 3 clusters Score -1.367465e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 125331 members 
Entering Unmasked Estep 
Score: -13674665.000000 Penalty: 3820.211914
	Iteration 88Q: 3 clusters Score -1.367466e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 125346 members 
Entering Unmasked Estep 
Score: -13674656.000000 Penalty: 3820.211914
	Iteration 89Q: 3 clusters Score -1.367466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 125358 members 
Entering Unmasked Estep 
Score: -13674667.000000 Penalty: 3820.211914
	Iteration 90Q: 3 clusters Score -1.367467e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 125368 members 
Entering Unmasked Estep 
Score: -13674659.000000 Penalty: 3820.211914
	Iteration 91Q: 3 clusters Score -1.367466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 125374 members 
Entering Unmasked Estep 
Score: -13674652.000000 Penalty: 3820.211914
	Iteration 92Q: 3 clusters Score -1.367465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 125380 members 
Entering Unmasked Estep 
Score: -13674667.000000 Penalty: 3820.211914
	Iteration 93Q: 3 clusters Score -1.367467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 125387 members 
Entering Unmasked Estep 
Score: -13674673.000000 Penalty: 3820.211914
	Iteration 94Q: 3 clusters Score -1.367467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 125390 members 
Entering Unmasked Estep 
Score: -13674663.000000 Penalty: 3820.211914
	Iteration 95Q: 3 clusters Score -1.367466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 125392 members 
Entering Unmasked Estep 
Score: -13674665.000000 Penalty: 3820.211914
	Iteration 96Q: 3 clusters Score -1.367466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 125396 members 
Entering Unmasked Estep 
Score: -13674664.000000 Penalty: 3820.211914
	Iteration 97Q: 3 clusters Score -1.367466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 125397 members 
Entering Unmasked Estep 
Score: -13674668.000000 Penalty: 3820.211914
	Iteration 98Q: 3 clusters Score -1.367467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 125398 members 
Entering Unmasked Estep 
Score: -13674660.000000 Penalty: 3820.211914
	Iteration 99Q: 3 clusters Score -1.367466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 125399 members 
Entering Unmasked Estep 
Score: -13674661.000000 Penalty: 3820.211914
	Iteration 100F: 3 clusters Score -1.367466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 125400 members 
Entering Unmasked Estep 
Score: -13674663.000000 Penalty: 3820.211914
	Iteration 101Q: 3 clusters Score -1.367466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 125400 members 
Entering Unmasked Estep 
Score: -13674663.000000 Penalty: 3820.211914
	Iteration 102F: 3 clusters Score -1.367466e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Entering Unmasked Estep 
Score: -436314.625000 Penalty: 1357.328369
	Iteration 0F: 2 clusters Score -436314.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -432845.812500 Penalty: 2714.656738
	Iteration 0F: 3 clusters Score -432845.8 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -433822.312500 Penalty: 2714.656738
	Iteration 1F: 3 clusters Score -433822.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -434083.687500 Penalty: 2714.656738
	Iteration 2F: 3 clusters Score -434083.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -434292.968750 Penalty: 2714.656738
	Iteration 3F: 3 clusters Score -434293 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -434438.500000 Penalty: 2714.656738
	Iteration 4F: 3 clusters Score -434438.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -434547.093750 Penalty: 2714.656738
	Iteration 5Q: 3 clusters Score -434547.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -434628.468750 Penalty: 2714.656738
	Iteration 6Q: 3 clusters Score -434628.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -434704.156250 Penalty: 2714.656738
	Iteration 7Q: 3 clusters Score -434704.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -434760.812500 Penalty: 2714.656738
	Iteration 8Q: 3 clusters Score -434760.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -434797.281250 Penalty: 2714.656738
	Iteration 9Q: 3 clusters Score -434797.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -434821.250000 Penalty: 2714.656738
	Iteration 10Q: 3 clusters Score -434821.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -434841.906250 Penalty: 2714.656738
	Iteration 11Q: 3 clusters Score -434841.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -434863.312500 Penalty: 2714.656738
	Iteration 12Q: 3 clusters Score -434863.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -434880.250000 Penalty: 2714.656738
	Iteration 13Q: 3 clusters Score -434880.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -434896.125000 Penalty: 2714.656738
	Iteration 14Q: 3 clusters Score -434896.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -434913.406250 Penalty: 2714.656738
	Iteration 15Q: 3 clusters Score -434913.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -434930.031250 Penalty: 2714.656738
	Iteration 16Q: 3 clusters Score -434930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -434940.468750 Penalty: 2714.656738
	Iteration 17Q: 3 clusters Score -434940.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -434951.093750 Penalty: 2714.656738
	Iteration 18Q: 3 clusters Score -434951.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -434959.156250 Penalty: 2714.656738
	Iteration 19Q: 3 clusters Score -434959.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -434965.718750 Penalty: 2714.656738
	Iteration 20F: 3 clusters Score -434965.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -434969.968750 Penalty: 2714.656738
	Iteration 21Q: 3 clusters Score -434970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -434973.218750 Penalty: 2714.656738
	Iteration 22Q: 3 clusters Score -434973.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -434976.875000 Penalty: 2714.656738
	Iteration 23Q: 3 clusters Score -434976.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -434978.718750 Penalty: 2714.656738
	Iteration 24Q: 3 clusters Score -434978.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -434980.937500 Penalty: 2714.656738
	Iteration 25Q: 3 clusters Score -434980.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -434982.562500 Penalty: 2714.656738
	Iteration 26Q: 3 clusters Score -434982.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -434985.031250 Penalty: 2714.656738
	Iteration 27Q: 3 clusters Score -434985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -434986.437500 Penalty: 2714.656738
	Iteration 28Q: 3 clusters Score -434986.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -434988.687500 Penalty: 2714.656738
	Iteration 29Q: 3 clusters Score -434988.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -434989.875000 Penalty: 2714.656738
	Iteration 30Q: 3 clusters Score -434989.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -434992.937500 Penalty: 2714.656738
	Iteration 31Q: 3 clusters Score -434992.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -434996.656250 Penalty: 2714.656738
	Iteration 32Q: 3 clusters Score -434996.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -435002.000000 Penalty: 2714.656738
	Iteration 33Q: 3 clusters Score -435002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -435004.093750 Penalty: 2714.656738
	Iteration 34Q: 3 clusters Score -435004.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -435007.281250 Penalty: 2714.656738
	Iteration 35Q: 3 clusters Score -435007.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -435009.468750 Penalty: 2714.656738
	Iteration 36Q: 3 clusters Score -435009.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -435012.781250 Penalty: 2714.656738
	Iteration 37Q: 3 clusters Score -435012.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -435017.250000 Penalty: 2714.656738
	Iteration 38Q: 3 clusters Score -435017.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -435020.125000 Penalty: 2714.656738
	Iteration 39Q: 3 clusters Score -435020.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -435025.718750 Penalty: 2714.656738
	Iteration 40F: 3 clusters Score -435025.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -435029.718750 Penalty: 2714.656738
	Iteration 41Q: 3 clusters Score -435029.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -435033.437500 Penalty: 2714.656738
	Iteration 42Q: 3 clusters Score -435033.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -435036.562500 Penalty: 2714.656738
	Iteration 43Q: 3 clusters Score -435036.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -435038.750000 Penalty: 2714.656738
	Iteration 44Q: 3 clusters Score -435038.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -435040.468750 Penalty: 2714.656738
	Iteration 45Q: 3 clusters Score -435040.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -435040.843750 Penalty: 2714.656738
	Iteration 46Q: 3 clusters Score -435040.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -435042.593750 Penalty: 2714.656738
	Iteration 47Q: 3 clusters Score -435042.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -435044.781250 Penalty: 2714.656738
	Iteration 48Q: 3 clusters Score -435044.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -435047.593750 Penalty: 2714.656738
	Iteration 49Q: 3 clusters Score -435047.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -435050.656250 Penalty: 2714.656738
	Iteration 50Q: 3 clusters Score -435050.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -435052.843750 Penalty: 2714.656738
	Iteration 51Q: 3 clusters Score -435052.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -435055.250000 Penalty: 2714.656738
	Iteration 52Q: 3 clusters Score -435055.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -435057.781250 Penalty: 2714.656738
	Iteration 53Q: 3 clusters Score -435057.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -435062.343750 Penalty: 2714.656738
	Iteration 54Q: 3 clusters Score -435062.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -435064.812500 Penalty: 2714.656738
	Iteration 55Q: 3 clusters Score -435064.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -435068.562500 Penalty: 2714.656738
	Iteration 56Q: 3 clusters Score -435068.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -435071.468750 Penalty: 2714.656738
	Iteration 57Q: 3 clusters Score -435071.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -435075.406250 Penalty: 2714.656738
	Iteration 58Q: 3 clusters Score -435075.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -435078.906250 Penalty: 2714.656738
	Iteration 59Q: 3 clusters Score -435078.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -435084.000000 Penalty: 2714.656738
	Iteration 60F: 3 clusters Score -435084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -435091.718750 Penalty: 2714.656738
	Iteration 61Q: 3 clusters Score -435091.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -435100.281250 Penalty: 2714.656738
	Iteration 62Q: 3 clusters Score -435100.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -435106.281250 Penalty: 2714.656738
	Iteration 63Q: 3 clusters Score -435106.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -435112.656250 Penalty: 2714.656738
	Iteration 64Q: 3 clusters Score -435112.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -435117.718750 Penalty: 2714.656738
	Iteration 65Q: 3 clusters Score -435117.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -435121.093750 Penalty: 2714.656738
	Iteration 66Q: 3 clusters Score -435121.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -435125.406250 Penalty: 2714.656738
	Iteration 67Q: 3 clusters Score -435125.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -435130.093750 Penalty: 2714.656738
	Iteration 68Q: 3 clusters Score -435130.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -435132.187500 Penalty: 2714.656738
	Iteration 69Q: 3 clusters Score -435132.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -435138.000000 Penalty: 2714.656738
	Iteration 70Q: 3 clusters Score -435138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -435143.625000 Penalty: 2714.656738
	Iteration 71Q: 3 clusters Score -435143.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -435150.750000 Penalty: 2714.656738
	Iteration 72Q: 3 clusters Score -435150.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -435161.343750 Penalty: 2714.656738
	Iteration 73Q: 3 clusters Score -435161.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -435172.937500 Penalty: 2714.656738
	Iteration 74Q: 3 clusters Score -435172.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -435181.187500 Penalty: 2714.656738
	Iteration 75Q: 3 clusters Score -435181.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -435192.343750 Penalty: 2714.656738
	Iteration 76Q: 3 clusters Score -435192.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -435200.718750 Penalty: 2714.656738
	Iteration 77Q: 3 clusters Score -435200.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -435208.625000 Penalty: 2714.656738
	Iteration 78Q: 3 clusters Score -435208.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -435217.000000 Penalty: 2714.656738
	Iteration 79Q: 3 clusters Score -435217 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -435224.656250 Penalty: 2714.656738
	Iteration 80F: 3 clusters Score -435224.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -435228.500000 Penalty: 2714.656738
	Iteration 81Q: 3 clusters Score -435228.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -435234.062500 Penalty: 2714.656738
	Iteration 82Q: 3 clusters Score -435234.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -435239.343750 Penalty: 2714.656738
	Iteration 83Q: 3 clusters Score -435239.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -435244.968750 Penalty: 2714.656738
	Iteration 84Q: 3 clusters Score -435245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -435252.406250 Penalty: 2714.656738
	Iteration 85Q: 3 clusters Score -435252.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -435265.468750 Penalty: 2714.656738
	Iteration 86Q: 3 clusters Score -435265.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -435276.250000 Penalty: 2714.656738
	Iteration 87Q: 3 clusters Score -435276.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -435283.187500 Penalty: 2714.656738
	Iteration 88Q: 3 clusters Score -435283.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -435289.250000 Penalty: 2714.656738
	Iteration 89Q: 3 clusters Score -435289.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -435291.937500 Penalty: 2714.656738
	Iteration 90Q: 3 clusters Score -435291.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -435294.125000 Penalty: 2714.656738
	Iteration 91Q: 3 clusters Score -435294.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -435294.562500 Penalty: 2714.656738
	Iteration 92Q: 3 clusters Score -435294.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -435294.687500 Penalty: 2714.656738
	Iteration 93Q: 3 clusters Score -435294.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -435295.125000 Penalty: 2714.656738
	Iteration 94Q: 3 clusters Score -435295.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -435295.125000 Penalty: 2714.656738
	Iteration 95F: 3 clusters Score -435295.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Entering Unmasked Estep 
Score: -2790424.750000 Penalty: 1652.474976
	Iteration 0F: 2 clusters Score -2790425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2772805.000000 Penalty: 3304.949951
	Iteration 0F: 3 clusters Score -2772805 nChanged 11870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2779327.000000 Penalty: 3304.949951
	Iteration 1F: 3 clusters Score -2779327 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2779594.250000 Penalty: 3304.949951
	Iteration 2Q: 3 clusters Score -2779594 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2779816.500000 Penalty: 3304.949951
	Iteration 3Q: 3 clusters Score -2779816 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2780030.500000 Penalty: 3304.949951
	Iteration 4Q: 3 clusters Score -2780030 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2780241.500000 Penalty: 3304.949951
	Iteration 5Q: 3 clusters Score -2780242 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2780472.750000 Penalty: 3304.949951
	Iteration 6Q: 3 clusters Score -2780473 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2780777.000000 Penalty: 3304.949951
	Iteration 7Q: 3 clusters Score -2780777 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2781197.500000 Penalty: 3304.949951
	Iteration 8Q: 3 clusters Score -2781198 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2781751.000000 Penalty: 3304.949951
	Iteration 9Q: 3 clusters Score -2781751 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2782567.750000 Penalty: 3304.949951
	Iteration 10Q: 3 clusters Score -2782568 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2783587.750000 Penalty: 3304.949951
	Iteration 11F: 3 clusters Score -2783588 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -2784656.000000 Penalty: 3304.949951
	Iteration 12F: 3 clusters Score -2784656 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2785668.750000 Penalty: 3304.949951
	Iteration 13Q: 3 clusters Score -2785669 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -2786463.000000 Penalty: 3304.949951
	Iteration 14Q: 3 clusters Score -2786463 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -2787112.500000 Penalty: 3304.949951
	Iteration 15Q: 3 clusters Score -2787112 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -2787619.750000 Penalty: 3304.949951
	Iteration 16Q: 3 clusters Score -2787620 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -2787987.500000 Penalty: 3304.949951
	Iteration 17Q: 3 clusters Score -2787988 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -2788289.250000 Penalty: 3304.949951
	Iteration 18Q: 3 clusters Score -2788289 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -2788512.500000 Penalty: 3304.949951
	Iteration 19Q: 3 clusters Score -2788512 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -2788697.250000 Penalty: 3304.949951
	Iteration 20F: 3 clusters Score -2788697 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -2788800.250000 Penalty: 3304.949951
	Iteration 21Q: 3 clusters Score -2788800 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -2788882.500000 Penalty: 3304.949951
	Iteration 22Q: 3 clusters Score -2788882 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -2788942.750000 Penalty: 3304.949951
	Iteration 23Q: 3 clusters Score -2788943 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -2788979.000000 Penalty: 3304.949951
	Iteration 24Q: 3 clusters Score -2788979 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -2789009.500000 Penalty: 3304.949951
	Iteration 25Q: 3 clusters Score -2789010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -2789027.500000 Penalty: 3304.949951
	Iteration 26Q: 3 clusters Score -2789028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -2789044.250000 Penalty: 3304.949951
	Iteration 27Q: 3 clusters Score -2789044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -2789057.750000 Penalty: 3304.949951
	Iteration 28Q: 3 clusters Score -2789058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -2789073.000000 Penalty: 3304.949951
	Iteration 29Q: 3 clusters Score -2789073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -2789076.000000 Penalty: 3304.949951
	Iteration 30Q: 3 clusters Score -2789076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -2789086.750000 Penalty: 3304.949951
	Iteration 31Q: 3 clusters Score -2789087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -2789093.750000 Penalty: 3304.949951
	Iteration 32Q: 3 clusters Score -2789094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -2789099.250000 Penalty: 3304.949951
	Iteration 33Q: 3 clusters Score -2789099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -2789104.750000 Penalty: 3304.949951
	Iteration 34Q: 3 clusters Score -2789105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -2789106.250000 Penalty: 3304.949951
	Iteration 35Q: 3 clusters Score -2789106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -2789108.750000 Penalty: 3304.949951
	Iteration 36Q: 3 clusters Score -2789109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -2789111.250000 Penalty: 3304.949951
	Iteration 37Q: 3 clusters Score -2789111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -2789111.250000 Penalty: 3304.949951
	Iteration 38Q: 3 clusters Score -2789111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -2789111.250000 Penalty: 3304.949951
	Iteration 39F: 3 clusters Score -2789111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Entering Unmasked Estep 
Score: -853151.312500 Penalty: 1462.398071
	Iteration 0F: 2 clusters Score -853151.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -847127.250000 Penalty: 2924.796143
	Iteration 0F: 3 clusters Score -847127.2 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -849092.937500 Penalty: 2924.796143
	Iteration 1F: 3 clusters Score -849092.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -849395.875000 Penalty: 2924.796143
	Iteration 2F: 3 clusters Score -849395.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -849630.125000 Penalty: 2924.796143
	Iteration 3F: 3 clusters Score -849630.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -849837.812500 Penalty: 2924.796143
	Iteration 4Q: 3 clusters Score -849837.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -850054.500000 Penalty: 2924.796143
	Iteration 5Q: 3 clusters Score -850054.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -850280.562500 Penalty: 2924.796143
	Iteration 6Q: 3 clusters Score -850280.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -850495.937500 Penalty: 2924.796143
	Iteration 7Q: 3 clusters Score -850495.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -850687.312500 Penalty: 2924.796143
	Iteration 8Q: 3 clusters Score -850687.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -850873.125000 Penalty: 2924.796143
	Iteration 9Q: 3 clusters Score -850873.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -851007.625000 Penalty: 2924.796143
	Iteration 10Q: 3 clusters Score -851007.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -851108.937500 Penalty: 2924.796143
	Iteration 11Q: 3 clusters Score -851108.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -851187.312500 Penalty: 2924.796143
	Iteration 12Q: 3 clusters Score -851187.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -851253.750000 Penalty: 2924.796143
	Iteration 13Q: 3 clusters Score -851253.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -851299.875000 Penalty: 2924.796143
	Iteration 14Q: 3 clusters Score -851299.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -851334.437500 Penalty: 2924.796143
	Iteration 15Q: 3 clusters Score -851334.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -851362.375000 Penalty: 2924.796143
	Iteration 16Q: 3 clusters Score -851362.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -851388.500000 Penalty: 2924.796143
	Iteration 17Q: 3 clusters Score -851388.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -851416.062500 Penalty: 2924.796143
	Iteration 18Q: 3 clusters Score -851416.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -851447.000000 Penalty: 2924.796143
	Iteration 19Q: 3 clusters Score -851447 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -851487.812500 Penalty: 2924.796143
	Iteration 20F: 3 clusters Score -851487.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -851519.875000 Penalty: 2924.796143
	Iteration 21Q: 3 clusters Score -851519.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -851552.062500 Penalty: 2924.796143
	Iteration 22Q: 3 clusters Score -851552.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -851588.125000 Penalty: 2924.796143
	Iteration 23Q: 3 clusters Score -851588.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -851631.000000 Penalty: 2924.796143
	Iteration 24Q: 3 clusters Score -851631 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -851670.375000 Penalty: 2924.796143
	Iteration 25Q: 3 clusters Score -851670.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -851712.000000 Penalty: 2924.796143
	Iteration 26Q: 3 clusters Score -851712 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -851760.812500 Penalty: 2924.796143
	Iteration 27Q: 3 clusters Score -851760.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -851811.812500 Penalty: 2924.796143
	Iteration 28Q: 3 clusters Score -851811.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -851843.375000 Penalty: 2924.796143
	Iteration 29Q: 3 clusters Score -851843.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -851868.000000 Penalty: 2924.796143
	Iteration 30Q: 3 clusters Score -851868 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -851885.562500 Penalty: 2924.796143
	Iteration 31Q: 3 clusters Score -851885.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -851904.000000 Penalty: 2924.796143
	Iteration 32Q: 3 clusters Score -851904 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -851935.187500 Penalty: 2924.796143
	Iteration 33Q: 3 clusters Score -851935.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -851960.187500 Penalty: 2924.796143
	Iteration 34Q: 3 clusters Score -851960.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -851980.375000 Penalty: 2924.796143
	Iteration 35Q: 3 clusters Score -851980.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -851999.312500 Penalty: 2924.796143
	Iteration 36Q: 3 clusters Score -851999.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -852009.375000 Penalty: 2924.796143
	Iteration 37Q: 3 clusters Score -852009.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -852019.812500 Penalty: 2924.796143
	Iteration 38Q: 3 clusters Score -852019.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -852028.437500 Penalty: 2924.796143
	Iteration 39Q: 3 clusters Score -852028.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -852033.687500 Penalty: 2924.796143
	Iteration 40F: 3 clusters Score -852033.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -852039.875000 Penalty: 2924.796143
	Iteration 41Q: 3 clusters Score -852039.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -852050.062500 Penalty: 2924.796143
	Iteration 42Q: 3 clusters Score -852050.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -852060.187500 Penalty: 2924.796143
	Iteration 43Q: 3 clusters Score -852060.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -852067.062500 Penalty: 2924.796143
	Iteration 44Q: 3 clusters Score -852067.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -852074.187500 Penalty: 2924.796143
	Iteration 45Q: 3 clusters Score -852074.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -852078.250000 Penalty: 2924.796143
	Iteration 46Q: 3 clusters Score -852078.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -852081.625000 Penalty: 2924.796143
	Iteration 47Q: 3 clusters Score -852081.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -852082.187500 Penalty: 2924.796143
	Iteration 48Q: 3 clusters Score -852082.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -852084.062500 Penalty: 2924.796143
	Iteration 49Q: 3 clusters Score -852084.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -852088.312500 Penalty: 2924.796143
	Iteration 50Q: 3 clusters Score -852088.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -852094.812500 Penalty: 2924.796143
	Iteration 51Q: 3 clusters Score -852094.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -852096.187500 Penalty: 2924.796143
	Iteration 52Q: 3 clusters Score -852096.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -852103.312500 Penalty: 2924.796143
	Iteration 53Q: 3 clusters Score -852103.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -852112.250000 Penalty: 2924.796143
	Iteration 54Q: 3 clusters Score -852112.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -852116.062500 Penalty: 2924.796143
	Iteration 55Q: 3 clusters Score -852116.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -852119.750000 Penalty: 2924.796143
	Iteration 56Q: 3 clusters Score -852119.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -852125.562500 Penalty: 2924.796143
	Iteration 57Q: 3 clusters Score -852125.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -852126.187500 Penalty: 2924.796143
	Iteration 58Q: 3 clusters Score -852126.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -852127.312500 Penalty: 2924.796143
	Iteration 59Q: 3 clusters Score -852127.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -852126.375000 Penalty: 2924.796143
	Iteration 60F: 3 clusters Score -852126.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -852130.375000 Penalty: 2924.796143
	Iteration 61Q: 3 clusters Score -852130.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -852137.250000 Penalty: 2924.796143
	Iteration 62Q: 3 clusters Score -852137.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -852142.062500 Penalty: 2924.796143
	Iteration 63Q: 3 clusters Score -852142.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -852148.687500 Penalty: 2924.796143
	Iteration 64Q: 3 clusters Score -852148.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -852160.375000 Penalty: 2924.796143
	Iteration 65Q: 3 clusters Score -852160.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -852170.500000 Penalty: 2924.796143
	Iteration 66Q: 3 clusters Score -852170.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -852184.000000 Penalty: 2924.796143
	Iteration 67Q: 3 clusters Score -852184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -852193.937500 Penalty: 2924.796143
	Iteration 68Q: 3 clusters Score -852193.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -852203.062500 Penalty: 2924.796143
	Iteration 69Q: 3 clusters Score -852203.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -852210.375000 Penalty: 2924.796143
	Iteration 70Q: 3 clusters Score -852210.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -852217.125000 Penalty: 2924.796143
	Iteration 71Q: 3 clusters Score -852217.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -852225.875000 Penalty: 2924.796143
	Iteration 72Q: 3 clusters Score -852225.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -852238.375000 Penalty: 2924.796143
	Iteration 73Q: 3 clusters Score -852238.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -852248.687500 Penalty: 2924.796143
	Iteration 74Q: 3 clusters Score -852248.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -852262.875000 Penalty: 2924.796143
	Iteration 75Q: 3 clusters Score -852262.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -852278.875000 Penalty: 2924.796143
	Iteration 76Q: 3 clusters Score -852278.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -852294.437500 Penalty: 2924.796143
	Iteration 77Q: 3 clusters Score -852294.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -852307.500000 Penalty: 2924.796143
	Iteration 78Q: 3 clusters Score -852307.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -852316.312500 Penalty: 2924.796143
	Iteration 79Q: 3 clusters Score -852316.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -852326.062500 Penalty: 2924.796143
	Iteration 80F: 3 clusters Score -852326.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -852337.000000 Penalty: 2924.796143
	Iteration 81Q: 3 clusters Score -852337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -852348.250000 Penalty: 2924.796143
	Iteration 82Q: 3 clusters Score -852348.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -852356.687500 Penalty: 2924.796143
	Iteration 83Q: 3 clusters Score -852356.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -852360.187500 Penalty: 2924.796143
	Iteration 84Q: 3 clusters Score -852360.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -852367.125000 Penalty: 2924.796143
	Iteration 85Q: 3 clusters Score -852367.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -852375.000000 Penalty: 2924.796143
	Iteration 86Q: 3 clusters Score -852375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -852377.750000 Penalty: 2924.796143
	Iteration 87Q: 3 clusters Score -852377.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -852380.437500 Penalty: 2924.796143
	Iteration 88Q: 3 clusters Score -852380.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -852381.562500 Penalty: 2924.796143
	Iteration 89Q: 3 clusters Score -852381.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -852381.875000 Penalty: 2924.796143
	Iteration 90Q: 3 clusters Score -852381.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -852383.375000 Penalty: 2924.796143
	Iteration 91Q: 3 clusters Score -852383.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -852384.375000 Penalty: 2924.796143
	Iteration 92Q: 3 clusters Score -852384.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -852384.000000 Penalty: 2924.796143
	Iteration 93Q: 3 clusters Score -852384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -852384.062500 Penalty: 2924.796143
	Iteration 94Q: 3 clusters Score -852384.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -852386.500000 Penalty: 2924.796143
	Iteration 95Q: 3 clusters Score -852386.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -852386.062500 Penalty: 2924.796143
	Iteration 96Q: 3 clusters Score -852386.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -852385.500000 Penalty: 2924.796143
	Iteration 97Q: 3 clusters Score -852385.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -852387.250000 Penalty: 2924.796143
	Iteration 98Q: 3 clusters Score -852387.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -852388.437500 Penalty: 2924.796143
	Iteration 99Q: 3 clusters Score -852388.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -852387.625000 Penalty: 2924.796143
	Iteration 100F: 3 clusters Score -852387.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -852387.625000 Penalty: 2924.796143
	Iteration 101Q: 3 clusters Score -852387.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -852387.687500 Penalty: 2924.796143
	Iteration 102Q: 3 clusters Score -852387.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -852387.687500 Penalty: 2924.796143
	Iteration 103F: 3 clusters Score -852387.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Entering Unmasked Estep 
Score: -4125614.500000 Penalty: 1719.497192
	Iteration 0F: 2 clusters Score -4125614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -4099078.000000 Penalty: 3438.994385
	Iteration 0F: 3 clusters Score -4099078 nChanged 18431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -4109554.750000 Penalty: 3438.994385
	Iteration 1F: 3 clusters Score -4109555 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -4110372.250000 Penalty: 3438.994385
	Iteration 2Q: 3 clusters Score -4110372 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -4111538.000000 Penalty: 3438.994385
	Iteration 3Q: 3 clusters Score -4111538 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -4113191.750000 Penalty: 3438.994385
	Iteration 4F: 3 clusters Score -4113192 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -4115173.750000 Penalty: 3438.994385
	Iteration 5F: 3 clusters Score -4115174 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -4117318.500000 Penalty: 3438.994385
	Iteration 6F: 3 clusters Score -4117318 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -4119265.500000 Penalty: 3438.994385
	Iteration 7F: 3 clusters Score -4119266 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -4120638.000000 Penalty: 3438.994385
	Iteration 8F: 3 clusters Score -4120638 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -4121489.250000 Penalty: 3438.994385
	Iteration 9Q: 3 clusters Score -4121489 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -4122033.000000 Penalty: 3438.994385
	Iteration 10Q: 3 clusters Score -4122033 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -4122377.000000 Penalty: 3438.994385
	Iteration 11Q: 3 clusters Score -4122377 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -4122666.500000 Penalty: 3438.994385
	Iteration 12Q: 3 clusters Score -4122666 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -4122916.000000 Penalty: 3438.994385
	Iteration 13Q: 3 clusters Score -4122916 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -4123118.000000 Penalty: 3438.994385
	Iteration 14Q: 3 clusters Score -4123118 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -4123301.250000 Penalty: 3438.994385
	Iteration 15Q: 3 clusters Score -4123301 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -4123511.750000 Penalty: 3438.994385
	Iteration 16Q: 3 clusters Score -4123512 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -4123738.250000 Penalty: 3438.994385
	Iteration 17Q: 3 clusters Score -4123738 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -4123921.250000 Penalty: 3438.994385
	Iteration 18Q: 3 clusters Score -4123921 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -4124097.500000 Penalty: 3438.994385
	Iteration 19Q: 3 clusters Score -4124098 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -4124247.250000 Penalty: 3438.994385
	Iteration 20F: 3 clusters Score -4124247 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -4124373.500000 Penalty: 3438.994385
	Iteration 21Q: 3 clusters Score -4124374 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -4124488.500000 Penalty: 3438.994385
	Iteration 22Q: 3 clusters Score -4124488 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -4124587.750000 Penalty: 3438.994385
	Iteration 23Q: 3 clusters Score -4124588 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -4124658.500000 Penalty: 3438.994385
	Iteration 24Q: 3 clusters Score -4124658 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -4124706.250000 Penalty: 3438.994385
	Iteration 25Q: 3 clusters Score -4124706 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -4124757.500000 Penalty: 3438.994385
	Iteration 26Q: 3 clusters Score -4124758 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -4124791.250000 Penalty: 3438.994385
	Iteration 27Q: 3 clusters Score -4124791 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -4124804.000000 Penalty: 3438.994385
	Iteration 28Q: 3 clusters Score -4124804 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -4124821.750000 Penalty: 3438.994385
	Iteration 29Q: 3 clusters Score -4124822 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -4124831.000000 Penalty: 3438.994385
	Iteration 30Q: 3 clusters Score -4124831 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -4124842.000000 Penalty: 3438.994385
	Iteration 31Q: 3 clusters Score -4124842 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -4124873.250000 Penalty: 3438.994385
	Iteration 32Q: 3 clusters Score -4124873 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -4124868.500000 Penalty: 3438.994385
	Iteration 33Q: 3 clusters Score -4124868 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -4124877.250000 Penalty: 3438.994385
	Iteration 34Q: 3 clusters Score -4124877 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -4124889.500000 Penalty: 3438.994385
	Iteration 35Q: 3 clusters Score -4124890 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -4124889.750000 Penalty: 3438.994385
	Iteration 36Q: 3 clusters Score -4124890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -4124884.750000 Penalty: 3438.994385
	Iteration 37Q: 3 clusters Score -4124885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -4124899.750000 Penalty: 3438.994385
	Iteration 38Q: 3 clusters Score -4124900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -4124898.500000 Penalty: 3438.994385
	Iteration 39Q: 3 clusters Score -4124898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -4124903.500000 Penalty: 3438.994385
	Iteration 40F: 3 clusters Score -4124904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -4124900.500000 Penalty: 3438.994385
	Iteration 41Q: 3 clusters Score -4124900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -4124912.250000 Penalty: 3438.994385
	Iteration 42Q: 3 clusters Score -4124912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -4124922.750000 Penalty: 3438.994385
	Iteration 43Q: 3 clusters Score -4124923 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -4124921.250000 Penalty: 3438.994385
	Iteration 44Q: 3 clusters Score -4124921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -4124926.000000 Penalty: 3438.994385
	Iteration 45Q: 3 clusters Score -4124926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -4124930.000000 Penalty: 3438.994385
	Iteration 46Q: 3 clusters Score -4124930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -4124925.250000 Penalty: 3438.994385
	Iteration 47Q: 3 clusters Score -4124925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -4124928.000000 Penalty: 3438.994385
	Iteration 48Q: 3 clusters Score -4124928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -4124933.250000 Penalty: 3438.994385
	Iteration 49Q: 3 clusters Score -4124933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -4124936.250000 Penalty: 3438.994385
	Iteration 50Q: 3 clusters Score -4124936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -4124933.250000 Penalty: 3438.994385
	Iteration 51Q: 3 clusters Score -4124933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -4124931.500000 Penalty: 3438.994385
	Iteration 52Q: 3 clusters Score -4124932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -4124927.750000 Penalty: 3438.994385
	Iteration 53Q: 3 clusters Score -4124928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -4124928.250000 Penalty: 3438.994385
	Iteration 54Q: 3 clusters Score -4124928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -4124928.500000 Penalty: 3438.994385
	Iteration 55Q: 3 clusters Score -4124928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -4124934.500000 Penalty: 3438.994385
	Iteration 56Q: 3 clusters Score -4124934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -4124934.250000 Penalty: 3438.994385
	Iteration 57Q: 3 clusters Score -4124934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -4124936.500000 Penalty: 3438.994385
	Iteration 58Q: 3 clusters Score -4124936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -4124937.750000 Penalty: 3438.994385
	Iteration 59Q: 3 clusters Score -4124938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -4124939.000000 Penalty: 3438.994385
	Iteration 60F: 3 clusters Score -4124939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -4124938.750000 Penalty: 3438.994385
	Iteration 61Q: 3 clusters Score -4124939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -4124938.750000 Penalty: 3438.994385
	Iteration 62F: 3 clusters Score -4124939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -107027.203125 Penalty: 1141.650024
	Iteration 0F: 2 clusters Score -107027.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -105512.304688 Penalty: 2283.300049
	Iteration 0F: 3 clusters Score -105512.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -105836.953125 Penalty: 2283.300049
	Iteration 1F: 3 clusters Score -105837 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -106067.187500 Penalty: 2283.300049
	Iteration 2F: 3 clusters Score -106067.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -106358.460938 Penalty: 2283.300049
	Iteration 3F: 3 clusters Score -106358.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -106649.742188 Penalty: 2283.300049
	Iteration 4F: 3 clusters Score -106649.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -106895.710938 Penalty: 2283.300049
	Iteration 5F: 3 clusters Score -106895.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -107112.335938 Penalty: 2283.300049
	Iteration 6F: 3 clusters Score -107112.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -107299.226562 Penalty: 2283.300049
	Iteration 7Q: 3 clusters Score -107299.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -107488.484375 Penalty: 2283.300049
	Iteration 8Q: 3 clusters Score -107488.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -107544.835938 Penalty: 2283.300049
	Iteration 9Q: 3 clusters Score -107544.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -107549.359375 Penalty: 2283.300049
	Iteration 10Q: 3 clusters Score -107549.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -107552.437500 Penalty: 2283.300049
	Iteration 11Q: 3 clusters Score -107552.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -107554.640625 Penalty: 2283.300049
	Iteration 12Q: 3 clusters Score -107554.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -107555.921875 Penalty: 2283.300049
	Iteration 13Q: 3 clusters Score -107555.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -107556.523438 Penalty: 2283.300049
	Iteration 14Q: 3 clusters Score -107556.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -107556.523438 Penalty: 2283.300049
	Iteration 15F: 3 clusters Score -107556.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 13040 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11538 members 
Mstep: Class 5 contains 31061 members 
Mstep: Class 6 contains 127325 members 
Mstep: Class 7 contains 4242 members 
Mstep: Class 8 contains 26084 members 
Mstep: Class 9 contains 8098 members 
Mstep: Class 10 contains 39400 members 
Mstep: Class 11 contains 382 members 
Mstep: Class 12 contains 7190 members 
Mstep: Class 13 contains 11418 members 
Mstep: Class 14 contains 17814 members 
Mstep: Class 15 contains 5489 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 169588 members 
Mstep: Class 18 contains 10232 members 
Mstep: Class 19 contains 4554 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24392 members 
Mstep: Class 22 contains 5812 members 
Mstep: Class 23 contains 5851 members 
Mstep: Class 24 contains 17809 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13560 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2201 members 
Mstep: Class 30 contains 23795 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1669 members 
Mstep: Class 33 contains 2584 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Mstep: Class 36 contains 743 members 
Entering Unmasked Estep 
Score: -65964376.000000 Penalty: 78222.421875
Splitting cluster 11 changes total score from -65964864.000000 to -65964376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (7190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Entering Unmasked Estep 
Score: -689551.687500 Penalty: 1443.072510
	Iteration 0F: 2 clusters Score -689551.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -684199.937500 Penalty: 2886.145020
	Iteration 0F: 3 clusters Score -684199.9 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -686025.250000 Penalty: 2886.145020
	Iteration 1F: 3 clusters Score -686025.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -686436.187500 Penalty: 2886.145020
	Iteration 2F: 3 clusters Score -686436.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -686815.312500 Penalty: 2886.145020
	Iteration 3F: 3 clusters Score -686815.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -687124.625000 Penalty: 2886.145020
	Iteration 4F: 3 clusters Score -687124.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -687401.562500 Penalty: 2886.145020
	Iteration 5F: 3 clusters Score -687401.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -687605.625000 Penalty: 2886.145020
	Iteration 6Q: 3 clusters Score -687605.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -687763.937500 Penalty: 2886.145020
	Iteration 7Q: 3 clusters Score -687763.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -687878.500000 Penalty: 2886.145020
	Iteration 8Q: 3 clusters Score -687878.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -687957.875000 Penalty: 2886.145020
	Iteration 9Q: 3 clusters Score -687957.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -688034.000000 Penalty: 2886.145020
	Iteration 10Q: 3 clusters Score -688034 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -688111.687500 Penalty: 2886.145020
	Iteration 11Q: 3 clusters Score -688111.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -688162.250000 Penalty: 2886.145020
	Iteration 12Q: 3 clusters Score -688162.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -688205.875000 Penalty: 2886.145020
	Iteration 13Q: 3 clusters Score -688205.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -688235.625000 Penalty: 2886.145020
	Iteration 14Q: 3 clusters Score -688235.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -688266.125000 Penalty: 2886.145020
	Iteration 15Q: 3 clusters Score -688266.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -688286.750000 Penalty: 2886.145020
	Iteration 16Q: 3 clusters Score -688286.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -688302.687500 Penalty: 2886.145020
	Iteration 17Q: 3 clusters Score -688302.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -688313.875000 Penalty: 2886.145020
	Iteration 18Q: 3 clusters Score -688313.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -688326.062500 Penalty: 2886.145020
	Iteration 19Q: 3 clusters Score -688326.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -688334.812500 Penalty: 2886.145020
	Iteration 20F: 3 clusters Score -688334.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -688343.250000 Penalty: 2886.145020
	Iteration 21Q: 3 clusters Score -688343.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -688351.187500 Penalty: 2886.145020
	Iteration 22Q: 3 clusters Score -688351.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -688361.312500 Penalty: 2886.145020
	Iteration 23Q: 3 clusters Score -688361.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -688368.812500 Penalty: 2886.145020
	Iteration 24Q: 3 clusters Score -688368.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -688373.375000 Penalty: 2886.145020
	Iteration 25Q: 3 clusters Score -688373.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -688385.500000 Penalty: 2886.145020
	Iteration 26Q: 3 clusters Score -688385.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -688402.000000 Penalty: 2886.145020
	Iteration 27Q: 3 clusters Score -688402 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -688414.562500 Penalty: 2886.145020
	Iteration 28Q: 3 clusters Score -688414.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -688425.875000 Penalty: 2886.145020
	Iteration 29Q: 3 clusters Score -688425.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -688434.937500 Penalty: 2886.145020
	Iteration 30Q: 3 clusters Score -688434.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -688445.312500 Penalty: 2886.145020
	Iteration 31Q: 3 clusters Score -688445.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -688456.750000 Penalty: 2886.145020
	Iteration 32Q: 3 clusters Score -688456.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -688466.250000 Penalty: 2886.145020
	Iteration 33Q: 3 clusters Score -688466.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -688472.375000 Penalty: 2886.145020
	Iteration 34Q: 3 clusters Score -688472.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -688485.562500 Penalty: 2886.145020
	Iteration 35Q: 3 clusters Score -688485.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -688493.187500 Penalty: 2886.145020
	Iteration 36Q: 3 clusters Score -688493.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -688500.250000 Penalty: 2886.145020
	Iteration 37Q: 3 clusters Score -688500.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -688505.375000 Penalty: 2886.145020
	Iteration 38Q: 3 clusters Score -688505.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -688509.437500 Penalty: 2886.145020
	Iteration 39Q: 3 clusters Score -688509.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -688516.375000 Penalty: 2886.145020
	Iteration 40F: 3 clusters Score -688516.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -688523.625000 Penalty: 2886.145020
	Iteration 41Q: 3 clusters Score -688523.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -688529.687500 Penalty: 2886.145020
	Iteration 42Q: 3 clusters Score -688529.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -688541.500000 Penalty: 2886.145020
	Iteration 43Q: 3 clusters Score -688541.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -688554.500000 Penalty: 2886.145020
	Iteration 44Q: 3 clusters Score -688554.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -688563.062500 Penalty: 2886.145020
	Iteration 45Q: 3 clusters Score -688563.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -688572.562500 Penalty: 2886.145020
	Iteration 46Q: 3 clusters Score -688572.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -688588.375000 Penalty: 2886.145020
	Iteration 47Q: 3 clusters Score -688588.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -688597.562500 Penalty: 2886.145020
	Iteration 48Q: 3 clusters Score -688597.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -688604.375000 Penalty: 2886.145020
	Iteration 49Q: 3 clusters Score -688604.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -688612.500000 Penalty: 2886.145020
	Iteration 50Q: 3 clusters Score -688612.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -688617.687500 Penalty: 2886.145020
	Iteration 51Q: 3 clusters Score -688617.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -688619.562500 Penalty: 2886.145020
	Iteration 52Q: 3 clusters Score -688619.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -688620.625000 Penalty: 2886.145020
	Iteration 53Q: 3 clusters Score -688620.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -688622.750000 Penalty: 2886.145020
	Iteration 54Q: 3 clusters Score -688622.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -688623.562500 Penalty: 2886.145020
	Iteration 55Q: 3 clusters Score -688623.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -688624.687500 Penalty: 2886.145020
	Iteration 56Q: 3 clusters Score -688624.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -688627.562500 Penalty: 2886.145020
	Iteration 57Q: 3 clusters Score -688627.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -688632.312500 Penalty: 2886.145020
	Iteration 58Q: 3 clusters Score -688632.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -688635.562500 Penalty: 2886.145020
	Iteration 59Q: 3 clusters Score -688635.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -688638.312500 Penalty: 2886.145020
	Iteration 60F: 3 clusters Score -688638.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -688641.500000 Penalty: 2886.145020
	Iteration 61Q: 3 clusters Score -688641.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -688642.937500 Penalty: 2886.145020
	Iteration 62Q: 3 clusters Score -688642.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -688647.937500 Penalty: 2886.145020
	Iteration 63Q: 3 clusters Score -688647.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -688649.625000 Penalty: 2886.145020
	Iteration 64Q: 3 clusters Score -688649.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -688649.625000 Penalty: 2886.145020
	Iteration 65F: 3 clusters Score -688649.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Entering Unmasked Estep 
Score: -1208357.375000 Penalty: 1518.228760
	Iteration 0F: 2 clusters Score -1208357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1200249.375000 Penalty: 3036.457520
	Iteration 0F: 3 clusters Score -1200249 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1202893.375000 Penalty: 3036.457520
	Iteration 1F: 3 clusters Score -1202893 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1203238.875000 Penalty: 3036.457520
	Iteration 2F: 3 clusters Score -1203239 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1203572.000000 Penalty: 3036.457520
	Iteration 3F: 3 clusters Score -1203572 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1203900.375000 Penalty: 3036.457520
	Iteration 4F: 3 clusters Score -1203900 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1204200.250000 Penalty: 3036.457520
	Iteration 5F: 3 clusters Score -1204200 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1204453.250000 Penalty: 3036.457520
	Iteration 6Q: 3 clusters Score -1204453 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1204717.875000 Penalty: 3036.457520
	Iteration 7Q: 3 clusters Score -1204718 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1204977.250000 Penalty: 3036.457520
	Iteration 8Q: 3 clusters Score -1204977 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1205262.750000 Penalty: 3036.457520
	Iteration 9Q: 3 clusters Score -1205263 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1205578.625000 Penalty: 3036.457520
	Iteration 10Q: 3 clusters Score -1205579 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1205967.500000 Penalty: 3036.457520
	Iteration 11Q: 3 clusters Score -1205968 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1206378.375000 Penalty: 3036.457520
	Iteration 12Q: 3 clusters Score -1206378 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1206722.875000 Penalty: 3036.457520
	Iteration 13Q: 3 clusters Score -1206723 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1206980.875000 Penalty: 3036.457520
	Iteration 14Q: 3 clusters Score -1206981 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1207160.875000 Penalty: 3036.457520
	Iteration 15Q: 3 clusters Score -1207161 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1207296.500000 Penalty: 3036.457520
	Iteration 16Q: 3 clusters Score -1207296 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1207378.250000 Penalty: 3036.457520
	Iteration 17Q: 3 clusters Score -1207378 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1207427.375000 Penalty: 3036.457520
	Iteration 18Q: 3 clusters Score -1207427 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1207471.750000 Penalty: 3036.457520
	Iteration 19Q: 3 clusters Score -1207472 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1207507.125000 Penalty: 3036.457520
	Iteration 20F: 3 clusters Score -1207507 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1207532.375000 Penalty: 3036.457520
	Iteration 21Q: 3 clusters Score -1207532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1207549.250000 Penalty: 3036.457520
	Iteration 22Q: 3 clusters Score -1207549 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1207566.375000 Penalty: 3036.457520
	Iteration 23Q: 3 clusters Score -1207566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1207576.500000 Penalty: 3036.457520
	Iteration 24Q: 3 clusters Score -1207576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1207583.125000 Penalty: 3036.457520
	Iteration 25Q: 3 clusters Score -1207583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1207587.750000 Penalty: 3036.457520
	Iteration 26Q: 3 clusters Score -1207588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1207593.250000 Penalty: 3036.457520
	Iteration 27Q: 3 clusters Score -1207593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1207597.125000 Penalty: 3036.457520
	Iteration 28Q: 3 clusters Score -1207597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1207598.625000 Penalty: 3036.457520
	Iteration 29Q: 3 clusters Score -1207599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1207605.000000 Penalty: 3036.457520
	Iteration 30Q: 3 clusters Score -1207605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1207609.625000 Penalty: 3036.457520
	Iteration 31Q: 3 clusters Score -1207610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1207615.125000 Penalty: 3036.457520
	Iteration 32Q: 3 clusters Score -1207615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1207616.375000 Penalty: 3036.457520
	Iteration 33Q: 3 clusters Score -1207616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1207620.000000 Penalty: 3036.457520
	Iteration 34Q: 3 clusters Score -1207620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1207621.250000 Penalty: 3036.457520
	Iteration 35Q: 3 clusters Score -1207621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1207621.875000 Penalty: 3036.457520
	Iteration 36Q: 3 clusters Score -1207622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1207624.125000 Penalty: 3036.457520
	Iteration 37Q: 3 clusters Score -1207624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1207624.875000 Penalty: 3036.457520
	Iteration 38Q: 3 clusters Score -1207625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1207625.125000 Penalty: 3036.457520
	Iteration 39Q: 3 clusters Score -1207625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1207628.250000 Penalty: 3036.457520
	Iteration 40F: 3 clusters Score -1207628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1207628.625000 Penalty: 3036.457520
	Iteration 41Q: 3 clusters Score -1207629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1207628.125000 Penalty: 3036.457520
	Iteration 42Q: 3 clusters Score -1207628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1207631.625000 Penalty: 3036.457520
	Iteration 43Q: 3 clusters Score -1207632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1207633.500000 Penalty: 3036.457520
	Iteration 44Q: 3 clusters Score -1207634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1207633.500000 Penalty: 3036.457520
	Iteration 45F: 3 clusters Score -1207634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Entering Unmasked Estep 
Score: -1868952.625000 Penalty: 1590.507690
	Iteration 0F: 2 clusters Score -1868953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1856780.500000 Penalty: 3181.015381
	Iteration 0F: 3 clusters Score -1856780 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1861008.625000 Penalty: 3181.015381
	Iteration 1F: 3 clusters Score -1861009 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1861322.875000 Penalty: 3181.015381
	Iteration 2Q: 3 clusters Score -1861323 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1861608.000000 Penalty: 3181.015381
	Iteration 3Q: 3 clusters Score -1861608 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1861843.875000 Penalty: 3181.015381
	Iteration 4Q: 3 clusters Score -1861844 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1862049.125000 Penalty: 3181.015381
	Iteration 5Q: 3 clusters Score -1862049 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1862232.000000 Penalty: 3181.015381
	Iteration 6Q: 3 clusters Score -1862232 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1862400.750000 Penalty: 3181.015381
	Iteration 7Q: 3 clusters Score -1862401 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1862577.875000 Penalty: 3181.015381
	Iteration 8Q: 3 clusters Score -1862578 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1862741.625000 Penalty: 3181.015381
	Iteration 9Q: 3 clusters Score -1862742 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1862919.625000 Penalty: 3181.015381
	Iteration 10Q: 3 clusters Score -1862920 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1863131.125000 Penalty: 3181.015381
	Iteration 11Q: 3 clusters Score -1863131 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1863353.875000 Penalty: 3181.015381
	Iteration 12Q: 3 clusters Score -1863354 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1863613.750000 Penalty: 3181.015381
	Iteration 13Q: 3 clusters Score -1863614 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1863925.500000 Penalty: 3181.015381
	Iteration 14Q: 3 clusters Score -1863926 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1864282.000000 Penalty: 3181.015381
	Iteration 15Q: 3 clusters Score -1864282 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1864585.500000 Penalty: 3181.015381
	Iteration 16Q: 3 clusters Score -1864586 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1864755.750000 Penalty: 3181.015381
	Iteration 17Q: 3 clusters Score -1864756 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1864849.625000 Penalty: 3181.015381
	Iteration 18Q: 3 clusters Score -1864850 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1864900.750000 Penalty: 3181.015381
	Iteration 19Q: 3 clusters Score -1864901 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1864922.375000 Penalty: 3181.015381
	Iteration 20F: 3 clusters Score -1864922 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1864939.875000 Penalty: 3181.015381
	Iteration 21Q: 3 clusters Score -1864940 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1864945.875000 Penalty: 3181.015381
	Iteration 22Q: 3 clusters Score -1864946 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1864955.750000 Penalty: 3181.015381
	Iteration 23Q: 3 clusters Score -1864956 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1864964.000000 Penalty: 3181.015381
	Iteration 24Q: 3 clusters Score -1864964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1864968.000000 Penalty: 3181.015381
	Iteration 25Q: 3 clusters Score -1864968 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1864974.125000 Penalty: 3181.015381
	Iteration 26Q: 3 clusters Score -1864974 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1864980.000000 Penalty: 3181.015381
	Iteration 27Q: 3 clusters Score -1864980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1864985.625000 Penalty: 3181.015381
	Iteration 28Q: 3 clusters Score -1864986 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1864978.125000 Penalty: 3181.015381
	Iteration 29Q: 3 clusters Score -1864978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1864985.000000 Penalty: 3181.015381
	Iteration 30Q: 3 clusters Score -1864985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1864991.500000 Penalty: 3181.015381
	Iteration 31Q: 3 clusters Score -1864992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1864987.750000 Penalty: 3181.015381
	Iteration 32Q: 3 clusters Score -1864988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1864992.000000 Penalty: 3181.015381
	Iteration 33Q: 3 clusters Score -1864992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1864992.375000 Penalty: 3181.015381
	Iteration 34Q: 3 clusters Score -1864992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1864992.500000 Penalty: 3181.015381
	Iteration 35Q: 3 clusters Score -1864992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1864992.375000 Penalty: 3181.015381
	Iteration 36Q: 3 clusters Score -1864992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1864989.250000 Penalty: 3181.015381
	Iteration 37Q: 3 clusters Score -1864989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1864994.250000 Penalty: 3181.015381
	Iteration 38Q: 3 clusters Score -1864994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1864991.875000 Penalty: 3181.015381
	Iteration 39Q: 3 clusters Score -1864992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1864992.625000 Penalty: 3181.015381
	Iteration 40F: 3 clusters Score -1864993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1864991.875000 Penalty: 3181.015381
	Iteration 41Q: 3 clusters Score -1864992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1864993.125000 Penalty: 3181.015381
	Iteration 42Q: 3 clusters Score -1864993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1864990.750000 Penalty: 3181.015381
	Iteration 43Q: 3 clusters Score -1864991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1864993.750000 Penalty: 3181.015381
	Iteration 44Q: 3 clusters Score -1864994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1864989.750000 Penalty: 3181.015381
	Iteration 45Q: 3 clusters Score -1864990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1864992.875000 Penalty: 3181.015381
	Iteration 46Q: 3 clusters Score -1864993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1864994.375000 Penalty: 3181.015381
	Iteration 47Q: 3 clusters Score -1864994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1864996.625000 Penalty: 3181.015381
	Iteration 48Q: 3 clusters Score -1864997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1864994.750000 Penalty: 3181.015381
	Iteration 49Q: 3 clusters Score -1864995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1864993.375000 Penalty: 3181.015381
	Iteration 50Q: 3 clusters Score -1864993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1864994.375000 Penalty: 3181.015381
	Iteration 51Q: 3 clusters Score -1864994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1864996.625000 Penalty: 3181.015381
	Iteration 52Q: 3 clusters Score -1864997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1865000.000000 Penalty: 3181.015381
	Iteration 53Q: 3 clusters Score -1865000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1864995.875000 Penalty: 3181.015381
	Iteration 54Q: 3 clusters Score -1864996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1864996.625000 Penalty: 3181.015381
	Iteration 55Q: 3 clusters Score -1864997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1865000.250000 Penalty: 3181.015381
	Iteration 56Q: 3 clusters Score -1865000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1864999.000000 Penalty: 3181.015381
	Iteration 57Q: 3 clusters Score -1864999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1864999.625000 Penalty: 3181.015381
	Iteration 58Q: 3 clusters Score -1865000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1865001.375000 Penalty: 3181.015381
	Iteration 59Q: 3 clusters Score -1865001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1865001.375000 Penalty: 3181.015381
	Iteration 60F: 3 clusters Score -1865001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Entering Unmasked Estep 
Score: -577092.000000 Penalty: 1399.206421
	Iteration 0F: 2 clusters Score -577092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -572810.812500 Penalty: 2798.412842
	Iteration 0F: 3 clusters Score -572810.8 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -574031.187500 Penalty: 2798.412842
	Iteration 1F: 3 clusters Score -574031.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -574272.000000 Penalty: 2798.412842
	Iteration 2F: 3 clusters Score -574272 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -574501.687500 Penalty: 2798.412842
	Iteration 3F: 3 clusters Score -574501.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -574714.625000 Penalty: 2798.412842
	Iteration 4F: 3 clusters Score -574714.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -574905.187500 Penalty: 2798.412842
	Iteration 5Q: 3 clusters Score -574905.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -575122.375000 Penalty: 2798.412842
	Iteration 6F: 3 clusters Score -575122.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -575336.750000 Penalty: 2798.412842
	Iteration 7Q: 3 clusters Score -575336.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -575547.625000 Penalty: 2798.412842
	Iteration 8Q: 3 clusters Score -575547.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -575739.562500 Penalty: 2798.412842
	Iteration 9Q: 3 clusters Score -575739.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -575907.000000 Penalty: 2798.412842
	Iteration 10Q: 3 clusters Score -575907 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -575997.625000 Penalty: 2798.412842
	Iteration 11Q: 3 clusters Score -575997.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -576060.250000 Penalty: 2798.412842
	Iteration 12Q: 3 clusters Score -576060.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -576109.375000 Penalty: 2798.412842
	Iteration 13Q: 3 clusters Score -576109.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -576138.812500 Penalty: 2798.412842
	Iteration 14Q: 3 clusters Score -576138.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -576159.437500 Penalty: 2798.412842
	Iteration 15Q: 3 clusters Score -576159.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -576177.562500 Penalty: 2798.412842
	Iteration 16Q: 3 clusters Score -576177.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -576195.250000 Penalty: 2798.412842
	Iteration 17Q: 3 clusters Score -576195.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -576217.562500 Penalty: 2798.412842
	Iteration 18Q: 3 clusters Score -576217.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -576239.937500 Penalty: 2798.412842
	Iteration 19Q: 3 clusters Score -576239.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -576252.062500 Penalty: 2798.412842
	Iteration 20F: 3 clusters Score -576252.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -576258.437500 Penalty: 2798.412842
	Iteration 21Q: 3 clusters Score -576258.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -576267.937500 Penalty: 2798.412842
	Iteration 22Q: 3 clusters Score -576267.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -576276.937500 Penalty: 2798.412842
	Iteration 23Q: 3 clusters Score -576276.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -576284.000000 Penalty: 2798.412842
	Iteration 24Q: 3 clusters Score -576284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -576290.000000 Penalty: 2798.412842
	Iteration 25Q: 3 clusters Score -576290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -576295.625000 Penalty: 2798.412842
	Iteration 26Q: 3 clusters Score -576295.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -576299.625000 Penalty: 2798.412842
	Iteration 27Q: 3 clusters Score -576299.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -576304.375000 Penalty: 2798.412842
	Iteration 28Q: 3 clusters Score -576304.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -576305.687500 Penalty: 2798.412842
	Iteration 29Q: 3 clusters Score -576305.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -576306.312500 Penalty: 2798.412842
	Iteration 30Q: 3 clusters Score -576306.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -576307.875000 Penalty: 2798.412842
	Iteration 31Q: 3 clusters Score -576307.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -576308.750000 Penalty: 2798.412842
	Iteration 32Q: 3 clusters Score -576308.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -576310.625000 Penalty: 2798.412842
	Iteration 33Q: 3 clusters Score -576310.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -576312.062500 Penalty: 2798.412842
	Iteration 34Q: 3 clusters Score -576312.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -576314.062500 Penalty: 2798.412842
	Iteration 35Q: 3 clusters Score -576314.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -576315.437500 Penalty: 2798.412842
	Iteration 36Q: 3 clusters Score -576315.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -576315.000000 Penalty: 2798.412842
	Iteration 37Q: 3 clusters Score -576315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -576315.875000 Penalty: 2798.412842
	Iteration 38Q: 3 clusters Score -576315.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -576318.125000 Penalty: 2798.412842
	Iteration 39Q: 3 clusters Score -576318.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -576320.625000 Penalty: 2798.412842
	Iteration 40F: 3 clusters Score -576320.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -576322.000000 Penalty: 2798.412842
	Iteration 41Q: 3 clusters Score -576322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -576322.375000 Penalty: 2798.412842
	Iteration 42Q: 3 clusters Score -576322.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -576323.750000 Penalty: 2798.412842
	Iteration 43Q: 3 clusters Score -576323.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -576323.437500 Penalty: 2798.412842
	Iteration 44Q: 3 clusters Score -576323.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -576324.750000 Penalty: 2798.412842
	Iteration 45Q: 3 clusters Score -576324.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -576323.875000 Penalty: 2798.412842
	Iteration 46Q: 3 clusters Score -576323.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -576324.812500 Penalty: 2798.412842
	Iteration 47Q: 3 clusters Score -576324.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -576324.500000 Penalty: 2798.412842
	Iteration 48Q: 3 clusters Score -576324.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -576324.500000 Penalty: 2798.412842
	Iteration 49F: 3 clusters Score -576324.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Entering Unmasked Estep 
Score: -364913.562500 Penalty: 1331.292725
	Iteration 0F: 2 clusters Score -364913.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -361829.156250 Penalty: 2662.585449
	Iteration 0F: 3 clusters Score -361829.2 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -362722.593750 Penalty: 2662.585449
	Iteration 1F: 3 clusters Score -362722.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -362919.625000 Penalty: 2662.585449
	Iteration 2F: 3 clusters Score -362919.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -363044.312500 Penalty: 2662.585449
	Iteration 3F: 3 clusters Score -363044.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -363139.343750 Penalty: 2662.585449
	Iteration 4Q: 3 clusters Score -363139.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -363213.906250 Penalty: 2662.585449
	Iteration 5Q: 3 clusters Score -363213.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -363279.437500 Penalty: 2662.585449
	Iteration 6Q: 3 clusters Score -363279.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -363338.812500 Penalty: 2662.585449
	Iteration 7Q: 3 clusters Score -363338.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -363389.562500 Penalty: 2662.585449
	Iteration 8Q: 3 clusters Score -363389.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -363429.218750 Penalty: 2662.585449
	Iteration 9Q: 3 clusters Score -363429.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -363465.500000 Penalty: 2662.585449
	Iteration 10Q: 3 clusters Score -363465.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -363499.625000 Penalty: 2662.585449
	Iteration 11Q: 3 clusters Score -363499.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -363532.937500 Penalty: 2662.585449
	Iteration 12Q: 3 clusters Score -363532.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -363566.781250 Penalty: 2662.585449
	Iteration 13Q: 3 clusters Score -363566.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -363598.843750 Penalty: 2662.585449
	Iteration 14Q: 3 clusters Score -363598.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -363622.968750 Penalty: 2662.585449
	Iteration 15Q: 3 clusters Score -363623 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -363651.468750 Penalty: 2662.585449
	Iteration 16Q: 3 clusters Score -363651.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -363668.218750 Penalty: 2662.585449
	Iteration 17Q: 3 clusters Score -363668.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -363678.812500 Penalty: 2662.585449
	Iteration 18Q: 3 clusters Score -363678.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -363687.875000 Penalty: 2662.585449
	Iteration 19Q: 3 clusters Score -363687.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -363696.031250 Penalty: 2662.585449
	Iteration 20F: 3 clusters Score -363696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -363704.781250 Penalty: 2662.585449
	Iteration 21Q: 3 clusters Score -363704.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -363711.406250 Penalty: 2662.585449
	Iteration 22Q: 3 clusters Score -363711.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -363718.812500 Penalty: 2662.585449
	Iteration 23Q: 3 clusters Score -363718.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -363727.343750 Penalty: 2662.585449
	Iteration 24Q: 3 clusters Score -363727.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -363732.375000 Penalty: 2662.585449
	Iteration 25Q: 3 clusters Score -363732.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -363737.125000 Penalty: 2662.585449
	Iteration 26Q: 3 clusters Score -363737.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -363742.781250 Penalty: 2662.585449
	Iteration 27Q: 3 clusters Score -363742.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -363749.656250 Penalty: 2662.585449
	Iteration 28Q: 3 clusters Score -363749.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -363753.312500 Penalty: 2662.585449
	Iteration 29Q: 3 clusters Score -363753.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -363761.000000 Penalty: 2662.585449
	Iteration 30Q: 3 clusters Score -363761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -363774.906250 Penalty: 2662.585449
	Iteration 31Q: 3 clusters Score -363774.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -363789.531250 Penalty: 2662.585449
	Iteration 32Q: 3 clusters Score -363789.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -363804.906250 Penalty: 2662.585449
	Iteration 33Q: 3 clusters Score -363804.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -363820.843750 Penalty: 2662.585449
	Iteration 34Q: 3 clusters Score -363820.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -363832.187500 Penalty: 2662.585449
	Iteration 35Q: 3 clusters Score -363832.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -363844.218750 Penalty: 2662.585449
	Iteration 36Q: 3 clusters Score -363844.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -363853.843750 Penalty: 2662.585449
	Iteration 37Q: 3 clusters Score -363853.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -363863.531250 Penalty: 2662.585449
	Iteration 38Q: 3 clusters Score -363863.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -363869.750000 Penalty: 2662.585449
	Iteration 39Q: 3 clusters Score -363869.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -363873.750000 Penalty: 2662.585449
	Iteration 40F: 3 clusters Score -363873.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -363876.125000 Penalty: 2662.585449
	Iteration 41Q: 3 clusters Score -363876.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -363877.281250 Penalty: 2662.585449
	Iteration 42Q: 3 clusters Score -363877.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -363878.843750 Penalty: 2662.585449
	Iteration 43Q: 3 clusters Score -363878.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -363878.937500 Penalty: 2662.585449
	Iteration 44Q: 3 clusters Score -363878.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -363878.937500 Penalty: 2662.585449
	Iteration 45F: 3 clusters Score -363878.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (169588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169588 members 
Entering Unmasked Estep 
Score: -18227480.000000 Penalty: 1956.683228
	Iteration 0F: 2 clusters Score -1.822748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84941 members 
Mstep: Class 2 contains 84647 members 
Entering Unmasked Estep 
Score: -18118944.000000 Penalty: 3913.366455
	Iteration 0F: 3 clusters Score -1.811894e+07 nChanged 81801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88988 members 
Mstep: Class 2 contains 80600 members 
Entering Unmasked Estep 
Score: -18167944.000000 Penalty: 3913.366455
	Iteration 1F: 3 clusters Score -1.816794e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92044 members 
Mstep: Class 2 contains 77544 members 
Entering Unmasked Estep 
Score: -18169446.000000 Penalty: 3913.366455
	Iteration 2Q: 3 clusters Score -1.816945e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96903 members 
Mstep: Class 2 contains 72685 members 
Entering Unmasked Estep 
Score: -18171836.000000 Penalty: 3913.366455
	Iteration 3Q: 3 clusters Score -1.817184e+07 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104198 members 
Mstep: Class 2 contains 65390 members 
Entering Unmasked Estep 
Score: -18175878.000000 Penalty: 3913.366455
	Iteration 4F: 3 clusters Score -1.817588e+07 nChanged 11218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114484 members 
Mstep: Class 2 contains 55104 members 
Entering Unmasked Estep 
Score: -18182698.000000 Penalty: 3913.366455
	Iteration 5F: 3 clusters Score -1.81827e+07 nChanged 13439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127363 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -18192910.000000 Penalty: 3913.366455
	Iteration 6F: 3 clusters Score -1.819291e+07 nChanged 14236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141335 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -18205222.000000 Penalty: 3913.366455
	Iteration 7F: 3 clusters Score -1.820522e+07 nChanged 12468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153747 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -18216232.000000 Penalty: 3913.366455
	Iteration 8F: 3 clusters Score -1.821623e+07 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162426 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -18222390.000000 Penalty: 3913.366455
	Iteration 9F: 3 clusters Score -1.822239e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166933 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -18224670.000000 Penalty: 3913.366455
	Iteration 10Q: 3 clusters Score -1.822467e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168643 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -18225530.000000 Penalty: 3913.366455
	Iteration 11Q: 3 clusters Score -1.822553e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169163 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -18225726.000000 Penalty: 3913.366455
	Iteration 12Q: 3 clusters Score -1.822573e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169318 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -18225814.000000 Penalty: 3913.366455
	Iteration 13Q: 3 clusters Score -1.822581e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169364 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -18225858.000000 Penalty: 3913.366455
	Iteration 14Q: 3 clusters Score -1.822586e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169379 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -18225880.000000 Penalty: 3913.366455
	Iteration 15Q: 3 clusters Score -1.822588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169387 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18225882.000000 Penalty: 3913.366455
	Iteration 16Q: 3 clusters Score -1.822588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169386 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18225914.000000 Penalty: 3913.366455
	Iteration 17Q: 3 clusters Score -1.822591e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169388 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -18225922.000000 Penalty: 3913.366455
	Iteration 18Q: 3 clusters Score -1.822592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169391 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18225936.000000 Penalty: 3913.366455
	Iteration 19Q: 3 clusters Score -1.822594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169394 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18225938.000000 Penalty: 3913.366455
	Iteration 20F: 3 clusters Score -1.822594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169395 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18225934.000000 Penalty: 3913.366455
	Iteration 21Q: 3 clusters Score -1.822593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169397 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18225946.000000 Penalty: 3913.366455
	Iteration 22Q: 3 clusters Score -1.822595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169400 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18225958.000000 Penalty: 3913.366455
	Iteration 23Q: 3 clusters Score -1.822596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169401 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18225958.000000 Penalty: 3913.366455
	Iteration 24Q: 3 clusters Score -1.822596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169401 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18225958.000000 Penalty: 3913.366455
	Iteration 25F: 3 clusters Score -1.822596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Entering Unmasked Estep 
Score: -1053783.875000 Penalty: 1500.407227
	Iteration 0F: 2 clusters Score -1053784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1046312.062500 Penalty: 3000.814453
	Iteration 0F: 3 clusters Score -1046312 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1048782.750000 Penalty: 3000.814453
	Iteration 1F: 3 clusters Score -1048783 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1049072.375000 Penalty: 3000.814453
	Iteration 2F: 3 clusters Score -1049072 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1049291.125000 Penalty: 3000.814453
	Iteration 3F: 3 clusters Score -1049291 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1049485.750000 Penalty: 3000.814453
	Iteration 4Q: 3 clusters Score -1049486 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1049695.000000 Penalty: 3000.814453
	Iteration 5Q: 3 clusters Score -1049695 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1049906.875000 Penalty: 3000.814453
	Iteration 6Q: 3 clusters Score -1049907 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1050174.500000 Penalty: 3000.814453
	Iteration 7Q: 3 clusters Score -1050174 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1050524.125000 Penalty: 3000.814453
	Iteration 8Q: 3 clusters Score -1050524 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1050921.875000 Penalty: 3000.814453
	Iteration 9F: 3 clusters Score -1050922 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1051301.875000 Penalty: 3000.814453
	Iteration 10Q: 3 clusters Score -1051302 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1051662.375000 Penalty: 3000.814453
	Iteration 11Q: 3 clusters Score -1051662 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1051969.000000 Penalty: 3000.814453
	Iteration 12Q: 3 clusters Score -1051969 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1052152.000000 Penalty: 3000.814453
	Iteration 13Q: 3 clusters Score -1052152 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1052270.625000 Penalty: 3000.814453
	Iteration 14Q: 3 clusters Score -1052271 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1052358.000000 Penalty: 3000.814453
	Iteration 15Q: 3 clusters Score -1052358 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1052442.750000 Penalty: 3000.814453
	Iteration 16Q: 3 clusters Score -1052443 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1052533.500000 Penalty: 3000.814453
	Iteration 17Q: 3 clusters Score -1052534 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1052642.375000 Penalty: 3000.814453
	Iteration 18Q: 3 clusters Score -1052642 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1052717.250000 Penalty: 3000.814453
	Iteration 19Q: 3 clusters Score -1052717 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1052781.750000 Penalty: 3000.814453
	Iteration 20F: 3 clusters Score -1052782 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1052819.625000 Penalty: 3000.814453
	Iteration 21Q: 3 clusters Score -1052820 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1052843.000000 Penalty: 3000.814453
	Iteration 22Q: 3 clusters Score -1052843 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1052868.375000 Penalty: 3000.814453
	Iteration 23Q: 3 clusters Score -1052868 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1052886.250000 Penalty: 3000.814453
	Iteration 24Q: 3 clusters Score -1052886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1052902.000000 Penalty: 3000.814453
	Iteration 25Q: 3 clusters Score -1052902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1052918.375000 Penalty: 3000.814453
	Iteration 26Q: 3 clusters Score -1052918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1052931.500000 Penalty: 3000.814453
	Iteration 27Q: 3 clusters Score -1052932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1052947.250000 Penalty: 3000.814453
	Iteration 28Q: 3 clusters Score -1052947 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1052971.375000 Penalty: 3000.814453
	Iteration 29Q: 3 clusters Score -1052971 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1053006.750000 Penalty: 3000.814453
	Iteration 30Q: 3 clusters Score -1053007 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1053036.500000 Penalty: 3000.814453
	Iteration 31Q: 3 clusters Score -1053036 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1053075.500000 Penalty: 3000.814453
	Iteration 32Q: 3 clusters Score -1053076 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1053108.875000 Penalty: 3000.814453
	Iteration 33Q: 3 clusters Score -1053109 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1053140.875000 Penalty: 3000.814453
	Iteration 34Q: 3 clusters Score -1053141 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1053166.125000 Penalty: 3000.814453
	Iteration 35Q: 3 clusters Score -1053166 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1053194.500000 Penalty: 3000.814453
	Iteration 36Q: 3 clusters Score -1053194 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1053215.250000 Penalty: 3000.814453
	Iteration 37Q: 3 clusters Score -1053215 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1053234.875000 Penalty: 3000.814453
	Iteration 38Q: 3 clusters Score -1053235 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1053250.250000 Penalty: 3000.814453
	Iteration 39Q: 3 clusters Score -1053250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1053315.125000 Penalty: 3000.814453
	Iteration 40F: 3 clusters Score -1053315 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1053390.875000 Penalty: 3000.814453
	Iteration 41Q: 3 clusters Score -1053391 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1053432.875000 Penalty: 3000.814453
	Iteration 42Q: 3 clusters Score -1053433 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1053459.125000 Penalty: 3000.814453
	Iteration 43Q: 3 clusters Score -1053459 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1053469.375000 Penalty: 3000.814453
	Iteration 44Q: 3 clusters Score -1053469 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1053478.375000 Penalty: 3000.814453
	Iteration 45Q: 3 clusters Score -1053478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1053485.500000 Penalty: 3000.814453
	Iteration 46Q: 3 clusters Score -1053486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1053487.500000 Penalty: 3000.814453
	Iteration 47Q: 3 clusters Score -1053488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1053490.125000 Penalty: 3000.814453
	Iteration 48Q: 3 clusters Score -1053490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1053493.625000 Penalty: 3000.814453
	Iteration 49Q: 3 clusters Score -1053494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1053495.625000 Penalty: 3000.814453
	Iteration 50Q: 3 clusters Score -1053496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1053496.125000 Penalty: 3000.814453
	Iteration 51Q: 3 clusters Score -1053496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1053498.000000 Penalty: 3000.814453
	Iteration 52Q: 3 clusters Score -1053498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1053498.750000 Penalty: 3000.814453
	Iteration 53Q: 3 clusters Score -1053499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1053498.625000 Penalty: 3000.814453
	Iteration 54Q: 3 clusters Score -1053499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1053498.000000 Penalty: 3000.814453
	Iteration 55Q: 3 clusters Score -1053498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1053498.000000 Penalty: 3000.814453
	Iteration 56F: 3 clusters Score -1053498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Entering Unmasked Estep 
Score: -419494.156250 Penalty: 1368.861206
	Iteration 0F: 2 clusters Score -419494.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -415757.343750 Penalty: 2737.722412
	Iteration 0F: 3 clusters Score -415757.3 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -416868.562500 Penalty: 2737.722412
	Iteration 1F: 3 clusters Score -416868.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -417310.906250 Penalty: 2737.722412
	Iteration 2F: 3 clusters Score -417310.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -417723.937500 Penalty: 2737.722412
	Iteration 3F: 3 clusters Score -417723.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -418036.656250 Penalty: 2737.722412
	Iteration 4F: 3 clusters Score -418036.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -418266.343750 Penalty: 2737.722412
	Iteration 5F: 3 clusters Score -418266.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -418412.937500 Penalty: 2737.722412
	Iteration 6F: 3 clusters Score -418412.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -418532.781250 Penalty: 2737.722412
	Iteration 7Q: 3 clusters Score -418532.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -418619.718750 Penalty: 2737.722412
	Iteration 8Q: 3 clusters Score -418619.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -418687.187500 Penalty: 2737.722412
	Iteration 9Q: 3 clusters Score -418687.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -418740.250000 Penalty: 2737.722412
	Iteration 10Q: 3 clusters Score -418740.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -418784.437500 Penalty: 2737.722412
	Iteration 11Q: 3 clusters Score -418784.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -418834.437500 Penalty: 2737.722412
	Iteration 12Q: 3 clusters Score -418834.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -418880.687500 Penalty: 2737.722412
	Iteration 13Q: 3 clusters Score -418880.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -418929.125000 Penalty: 2737.722412
	Iteration 14Q: 3 clusters Score -418929.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -418984.687500 Penalty: 2737.722412
	Iteration 15Q: 3 clusters Score -418984.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -419032.125000 Penalty: 2737.722412
	Iteration 16Q: 3 clusters Score -419032.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -419077.781250 Penalty: 2737.722412
	Iteration 17Q: 3 clusters Score -419077.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -419122.781250 Penalty: 2737.722412
	Iteration 18Q: 3 clusters Score -419122.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -419150.593750 Penalty: 2737.722412
	Iteration 19Q: 3 clusters Score -419150.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -419164.687500 Penalty: 2737.722412
	Iteration 20F: 3 clusters Score -419164.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -419177.406250 Penalty: 2737.722412
	Iteration 21Q: 3 clusters Score -419177.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -419188.000000 Penalty: 2737.722412
	Iteration 22Q: 3 clusters Score -419188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -419199.218750 Penalty: 2737.722412
	Iteration 23Q: 3 clusters Score -419199.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -419205.187500 Penalty: 2737.722412
	Iteration 24Q: 3 clusters Score -419205.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -419210.281250 Penalty: 2737.722412
	Iteration 25Q: 3 clusters Score -419210.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -419214.750000 Penalty: 2737.722412
	Iteration 26Q: 3 clusters Score -419214.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -419218.812500 Penalty: 2737.722412
	Iteration 27Q: 3 clusters Score -419218.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -419223.062500 Penalty: 2737.722412
	Iteration 28Q: 3 clusters Score -419223.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -419228.406250 Penalty: 2737.722412
	Iteration 29Q: 3 clusters Score -419228.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -419230.500000 Penalty: 2737.722412
	Iteration 30Q: 3 clusters Score -419230.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -419230.750000 Penalty: 2737.722412
	Iteration 31Q: 3 clusters Score -419230.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -419231.281250 Penalty: 2737.722412
	Iteration 32Q: 3 clusters Score -419231.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -419232.718750 Penalty: 2737.722412
	Iteration 33Q: 3 clusters Score -419232.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -419234.031250 Penalty: 2737.722412
	Iteration 34Q: 3 clusters Score -419234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -419235.000000 Penalty: 2737.722412
	Iteration 35Q: 3 clusters Score -419235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -419237.125000 Penalty: 2737.722412
	Iteration 36Q: 3 clusters Score -419237.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -419239.031250 Penalty: 2737.722412
	Iteration 37Q: 3 clusters Score -419239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -419241.156250 Penalty: 2737.722412
	Iteration 38Q: 3 clusters Score -419241.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -419242.937500 Penalty: 2737.722412
	Iteration 39Q: 3 clusters Score -419242.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -419246.687500 Penalty: 2737.722412
	Iteration 40F: 3 clusters Score -419246.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -419249.781250 Penalty: 2737.722412
	Iteration 41Q: 3 clusters Score -419249.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -419253.093750 Penalty: 2737.722412
	Iteration 42Q: 3 clusters Score -419253.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -419255.562500 Penalty: 2737.722412
	Iteration 43Q: 3 clusters Score -419255.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -419256.125000 Penalty: 2737.722412
	Iteration 44Q: 3 clusters Score -419256.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -419256.437500 Penalty: 2737.722412
	Iteration 45Q: 3 clusters Score -419256.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -419256.437500 Penalty: 2737.722412
	Iteration 46F: 3 clusters Score -419256.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Entering Unmasked Estep 
Score: -120968.609375 Penalty: 1150.093384
	Iteration 0F: 2 clusters Score -120968.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -119386.289062 Penalty: 2300.186768
	Iteration 0F: 3 clusters Score -119386.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -119705.335938 Penalty: 2300.186768
	Iteration 1F: 3 clusters Score -119705.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -119790.007812 Penalty: 2300.186768
	Iteration 2F: 3 clusters Score -119790 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -119834.265625 Penalty: 2300.186768
	Iteration 3Q: 3 clusters Score -119834.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -119858.492188 Penalty: 2300.186768
	Iteration 4Q: 3 clusters Score -119858.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -119889.585938 Penalty: 2300.186768
	Iteration 5Q: 3 clusters Score -119889.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -119917.867188 Penalty: 2300.186768
	Iteration 6Q: 3 clusters Score -119917.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -119941.914062 Penalty: 2300.186768
	Iteration 7Q: 3 clusters Score -119941.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -119957.156250 Penalty: 2300.186768
	Iteration 8Q: 3 clusters Score -119957.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -119964.718750 Penalty: 2300.186768
	Iteration 9Q: 3 clusters Score -119964.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -119973.000000 Penalty: 2300.186768
	Iteration 10Q: 3 clusters Score -119973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -119981.882812 Penalty: 2300.186768
	Iteration 11Q: 3 clusters Score -119981.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -119997.382812 Penalty: 2300.186768
	Iteration 12Q: 3 clusters Score -119997.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -120006.882812 Penalty: 2300.186768
	Iteration 13Q: 3 clusters Score -120006.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -120014.359375 Penalty: 2300.186768
	Iteration 14Q: 3 clusters Score -120014.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -120018.648438 Penalty: 2300.186768
	Iteration 15Q: 3 clusters Score -120018.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -120022.453125 Penalty: 2300.186768
	Iteration 16Q: 3 clusters Score -120022.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -120026.390625 Penalty: 2300.186768
	Iteration 17Q: 3 clusters Score -120026.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -120026.390625 Penalty: 2300.186768
	Iteration 18F: 3 clusters Score -120026.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Entering Unmasked Estep 
Score: -2594380.250000 Penalty: 1641.576782
	Iteration 0F: 2 clusters Score -2594380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2577950.250000 Penalty: 3283.153564
	Iteration 0F: 3 clusters Score -2577950 nChanged 11059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2584172.000000 Penalty: 3283.153564
	Iteration 1F: 3 clusters Score -2584172 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2584665.000000 Penalty: 3283.153564
	Iteration 2F: 3 clusters Score -2584665 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2585176.250000 Penalty: 3283.153564
	Iteration 3F: 3 clusters Score -2585176 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2585721.000000 Penalty: 3283.153564
	Iteration 4Q: 3 clusters Score -2585721 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2586432.750000 Penalty: 3283.153564
	Iteration 5F: 3 clusters Score -2586433 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2587322.000000 Penalty: 3283.153564
	Iteration 6F: 3 clusters Score -2587322 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -2588202.000000 Penalty: 3283.153564
	Iteration 7F: 3 clusters Score -2588202 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2589029.750000 Penalty: 3283.153564
	Iteration 8Q: 3 clusters Score -2589030 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2589738.000000 Penalty: 3283.153564
	Iteration 9Q: 3 clusters Score -2589738 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2590254.500000 Penalty: 3283.153564
	Iteration 10Q: 3 clusters Score -2590254 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2590603.250000 Penalty: 3283.153564
	Iteration 11Q: 3 clusters Score -2590603 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2590870.500000 Penalty: 3283.153564
	Iteration 12Q: 3 clusters Score -2590870 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -2591098.250000 Penalty: 3283.153564
	Iteration 13Q: 3 clusters Score -2591098 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -2591328.000000 Penalty: 3283.153564
	Iteration 14Q: 3 clusters Score -2591328 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -2591533.000000 Penalty: 3283.153564
	Iteration 15Q: 3 clusters Score -2591533 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -2591744.250000 Penalty: 3283.153564
	Iteration 16Q: 3 clusters Score -2591744 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -2591945.250000 Penalty: 3283.153564
	Iteration 17Q: 3 clusters Score -2591945 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -2592125.000000 Penalty: 3283.153564
	Iteration 18Q: 3 clusters Score -2592125 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -2592286.000000 Penalty: 3283.153564
	Iteration 19Q: 3 clusters Score -2592286 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -2592426.750000 Penalty: 3283.153564
	Iteration 20F: 3 clusters Score -2592427 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -2592561.000000 Penalty: 3283.153564
	Iteration 21Q: 3 clusters Score -2592561 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -2592672.500000 Penalty: 3283.153564
	Iteration 22Q: 3 clusters Score -2592672 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -2592759.250000 Penalty: 3283.153564
	Iteration 23Q: 3 clusters Score -2592759 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -2592826.750000 Penalty: 3283.153564
	Iteration 24Q: 3 clusters Score -2592827 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -2592872.250000 Penalty: 3283.153564
	Iteration 25Q: 3 clusters Score -2592872 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -2592902.750000 Penalty: 3283.153564
	Iteration 26Q: 3 clusters Score -2592903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -2592924.250000 Penalty: 3283.153564
	Iteration 27Q: 3 clusters Score -2592924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -2592938.500000 Penalty: 3283.153564
	Iteration 28Q: 3 clusters Score -2592938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -2592952.000000 Penalty: 3283.153564
	Iteration 29Q: 3 clusters Score -2592952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -2592955.750000 Penalty: 3283.153564
	Iteration 30Q: 3 clusters Score -2592956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -2592962.500000 Penalty: 3283.153564
	Iteration 31Q: 3 clusters Score -2592962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -2592967.750000 Penalty: 3283.153564
	Iteration 32Q: 3 clusters Score -2592968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -2592968.250000 Penalty: 3283.153564
	Iteration 33Q: 3 clusters Score -2592968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -2592966.750000 Penalty: 3283.153564
	Iteration 34Q: 3 clusters Score -2592967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -2592972.000000 Penalty: 3283.153564
	Iteration 35Q: 3 clusters Score -2592972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -2592977.500000 Penalty: 3283.153564
	Iteration 36Q: 3 clusters Score -2592978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -2592981.000000 Penalty: 3283.153564
	Iteration 37Q: 3 clusters Score -2592981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -2592982.750000 Penalty: 3283.153564
	Iteration 38Q: 3 clusters Score -2592983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -2592984.250000 Penalty: 3283.153564
	Iteration 39Q: 3 clusters Score -2592984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -2592987.500000 Penalty: 3283.153564
	Iteration 40F: 3 clusters Score -2592988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -2592987.500000 Penalty: 3283.153564
	Iteration 41Q: 3 clusters Score -2592988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -2592992.250000 Penalty: 3283.153564
	Iteration 42Q: 3 clusters Score -2592992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -2592991.750000 Penalty: 3283.153564
	Iteration 43Q: 3 clusters Score -2592992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -2592992.500000 Penalty: 3283.153564
	Iteration 44Q: 3 clusters Score -2592992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -2592992.500000 Penalty: 3283.153564
	Iteration 45Q: 3 clusters Score -2592992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -2592992.500000 Penalty: 3283.153564
	Iteration 46F: 3 clusters Score -2592992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Entering Unmasked Estep 
Score: -608262.187500 Penalty: 1408.497925
	Iteration 0F: 2 clusters Score -608262.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -603785.687500 Penalty: 2816.995850
	Iteration 0F: 3 clusters Score -603785.7 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -605150.812500 Penalty: 2816.995850
	Iteration 1F: 3 clusters Score -605150.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -605385.625000 Penalty: 2816.995850
	Iteration 2F: 3 clusters Score -605385.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -605583.125000 Penalty: 2816.995850
	Iteration 3F: 3 clusters Score -605583.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -605753.875000 Penalty: 2816.995850
	Iteration 4Q: 3 clusters Score -605753.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -605896.250000 Penalty: 2816.995850
	Iteration 5Q: 3 clusters Score -605896.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -606023.250000 Penalty: 2816.995850
	Iteration 6Q: 3 clusters Score -606023.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -606163.375000 Penalty: 2816.995850
	Iteration 7Q: 3 clusters Score -606163.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -606339.000000 Penalty: 2816.995850
	Iteration 8Q: 3 clusters Score -606339 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -606520.687500 Penalty: 2816.995850
	Iteration 9Q: 3 clusters Score -606520.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -606692.000000 Penalty: 2816.995850
	Iteration 10Q: 3 clusters Score -606692 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -606818.937500 Penalty: 2816.995850
	Iteration 11Q: 3 clusters Score -606818.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -606921.187500 Penalty: 2816.995850
	Iteration 12Q: 3 clusters Score -606921.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -607010.562500 Penalty: 2816.995850
	Iteration 13Q: 3 clusters Score -607010.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -607067.812500 Penalty: 2816.995850
	Iteration 14Q: 3 clusters Score -607067.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -607112.937500 Penalty: 2816.995850
	Iteration 15Q: 3 clusters Score -607112.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -607139.250000 Penalty: 2816.995850
	Iteration 16Q: 3 clusters Score -607139.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -607165.937500 Penalty: 2816.995850
	Iteration 17Q: 3 clusters Score -607165.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -607188.187500 Penalty: 2816.995850
	Iteration 18Q: 3 clusters Score -607188.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -607205.312500 Penalty: 2816.995850
	Iteration 19Q: 3 clusters Score -607205.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -607222.187500 Penalty: 2816.995850
	Iteration 20F: 3 clusters Score -607222.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -607242.187500 Penalty: 2816.995850
	Iteration 21Q: 3 clusters Score -607242.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -607258.375000 Penalty: 2816.995850
	Iteration 22Q: 3 clusters Score -607258.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -607274.937500 Penalty: 2816.995850
	Iteration 23Q: 3 clusters Score -607274.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -607286.000000 Penalty: 2816.995850
	Iteration 24Q: 3 clusters Score -607286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -607295.750000 Penalty: 2816.995850
	Iteration 25Q: 3 clusters Score -607295.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -607304.750000 Penalty: 2816.995850
	Iteration 26Q: 3 clusters Score -607304.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -607313.000000 Penalty: 2816.995850
	Iteration 27Q: 3 clusters Score -607313 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -607323.000000 Penalty: 2816.995850
	Iteration 28Q: 3 clusters Score -607323 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -607332.250000 Penalty: 2816.995850
	Iteration 29Q: 3 clusters Score -607332.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -607336.000000 Penalty: 2816.995850
	Iteration 30Q: 3 clusters Score -607336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -607342.000000 Penalty: 2816.995850
	Iteration 31Q: 3 clusters Score -607342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -607348.562500 Penalty: 2816.995850
	Iteration 32Q: 3 clusters Score -607348.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -607358.062500 Penalty: 2816.995850
	Iteration 33Q: 3 clusters Score -607358.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -607369.437500 Penalty: 2816.995850
	Iteration 34Q: 3 clusters Score -607369.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -607381.500000 Penalty: 2816.995850
	Iteration 35Q: 3 clusters Score -607381.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -607391.625000 Penalty: 2816.995850
	Iteration 36Q: 3 clusters Score -607391.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -607405.562500 Penalty: 2816.995850
	Iteration 37Q: 3 clusters Score -607405.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -607422.250000 Penalty: 2816.995850
	Iteration 38Q: 3 clusters Score -607422.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -607436.000000 Penalty: 2816.995850
	Iteration 39Q: 3 clusters Score -607436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -607452.000000 Penalty: 2816.995850
	Iteration 40F: 3 clusters Score -607452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -607464.437500 Penalty: 2816.995850
	Iteration 41Q: 3 clusters Score -607464.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -607478.375000 Penalty: 2816.995850
	Iteration 42Q: 3 clusters Score -607478.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -607493.437500 Penalty: 2816.995850
	Iteration 43Q: 3 clusters Score -607493.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -607507.562500 Penalty: 2816.995850
	Iteration 44Q: 3 clusters Score -607507.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -607526.937500 Penalty: 2816.995850
	Iteration 45Q: 3 clusters Score -607526.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -607558.000000 Penalty: 2816.995850
	Iteration 46Q: 3 clusters Score -607558 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -607609.312500 Penalty: 2816.995850
	Iteration 47Q: 3 clusters Score -607609.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -607664.375000 Penalty: 2816.995850
	Iteration 48Q: 3 clusters Score -607664.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -607716.312500 Penalty: 2816.995850
	Iteration 49Q: 3 clusters Score -607716.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -607764.625000 Penalty: 2816.995850
	Iteration 50Q: 3 clusters Score -607764.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -607818.625000 Penalty: 2816.995850
	Iteration 51Q: 3 clusters Score -607818.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -607860.562500 Penalty: 2816.995850
	Iteration 52Q: 3 clusters Score -607860.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -607912.562500 Penalty: 2816.995850
	Iteration 53Q: 3 clusters Score -607912.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -607984.000000 Penalty: 2816.995850
	Iteration 54Q: 3 clusters Score -607984 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -608056.375000 Penalty: 2816.995850
	Iteration 55Q: 3 clusters Score -608056.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -608125.437500 Penalty: 2816.995850
	Iteration 56Q: 3 clusters Score -608125.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -608184.250000 Penalty: 2816.995850
	Iteration 57Q: 3 clusters Score -608184.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -608230.312500 Penalty: 2816.995850
	Iteration 58Q: 3 clusters Score -608230.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -608268.000000 Penalty: 2816.995850
	Iteration 59Q: 3 clusters Score -608268 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -608293.187500 Penalty: 2816.995850
	Iteration 60F: 3 clusters Score -608293.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -608306.062500 Penalty: 2816.995850
	Iteration 61Q: 3 clusters Score -608306.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -608312.562500 Penalty: 2816.995850
	Iteration 62Q: 3 clusters Score -608312.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -608313.750000 Penalty: 2816.995850
	Iteration 63Q: 3 clusters Score -608313.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -608314.562500 Penalty: 2816.995850
	Iteration 64Q: 3 clusters Score -608314.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -608314.687500 Penalty: 2816.995850
	Iteration 65Q: 3 clusters Score -608314.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -608314.687500 Penalty: 2816.995850
	Iteration 66F: 3 clusters Score -608314.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 13040 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11538 members 
Mstep: Class 5 contains 31061 members 
Mstep: Class 6 contains 127325 members 
Mstep: Class 7 contains 4242 members 
Mstep: Class 8 contains 26084 members 
Mstep: Class 9 contains 8098 members 
Mstep: Class 10 contains 39400 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7190 members 
Mstep: Class 13 contains 11418 members 
Mstep: Class 14 contains 17814 members 
Mstep: Class 15 contains 5489 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 169588 members 
Mstep: Class 18 contains 10232 members 
Mstep: Class 19 contains 4554 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24392 members 
Mstep: Class 22 contains 3464 members 
Mstep: Class 23 contains 5851 members 
Mstep: Class 24 contains 17809 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13560 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2201 members 
Mstep: Class 30 contains 23795 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1669 members 
Mstep: Class 33 contains 2584 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Mstep: Class 36 contains 2348 members 
Entering Unmasked Estep 
Score: -65964268.000000 Penalty: 78222.421875
Splitting cluster 22 changes total score from -65964864.000000 to -65964268.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (5851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Entering Unmasked Estep 
Score: -614840.500000 Penalty: 1409.584839
	Iteration 0F: 2 clusters Score -614840.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -610368.125000 Penalty: 2819.169678
	Iteration 0F: 3 clusters Score -610368.1 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -611551.625000 Penalty: 2819.169678
	Iteration 1F: 3 clusters Score -611551.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -611741.562500 Penalty: 2819.169678
	Iteration 2F: 3 clusters Score -611741.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -611876.625000 Penalty: 2819.169678
	Iteration 3Q: 3 clusters Score -611876.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -611972.875000 Penalty: 2819.169678
	Iteration 4Q: 3 clusters Score -611972.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -612050.187500 Penalty: 2819.169678
	Iteration 5Q: 3 clusters Score -612050.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -612127.437500 Penalty: 2819.169678
	Iteration 6Q: 3 clusters Score -612127.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -612202.875000 Penalty: 2819.169678
	Iteration 7Q: 3 clusters Score -612202.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -612265.562500 Penalty: 2819.169678
	Iteration 8Q: 3 clusters Score -612265.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -612330.812500 Penalty: 2819.169678
	Iteration 9Q: 3 clusters Score -612330.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -612396.875000 Penalty: 2819.169678
	Iteration 10Q: 3 clusters Score -612396.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -612469.562500 Penalty: 2819.169678
	Iteration 11Q: 3 clusters Score -612469.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -612559.312500 Penalty: 2819.169678
	Iteration 12Q: 3 clusters Score -612559.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -612641.312500 Penalty: 2819.169678
	Iteration 13Q: 3 clusters Score -612641.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -612727.500000 Penalty: 2819.169678
	Iteration 14Q: 3 clusters Score -612727.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -612801.625000 Penalty: 2819.169678
	Iteration 15Q: 3 clusters Score -612801.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -612862.375000 Penalty: 2819.169678
	Iteration 16Q: 3 clusters Score -612862.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -612908.875000 Penalty: 2819.169678
	Iteration 17Q: 3 clusters Score -612908.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -612957.125000 Penalty: 2819.169678
	Iteration 18Q: 3 clusters Score -612957.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -613001.812500 Penalty: 2819.169678
	Iteration 19Q: 3 clusters Score -613001.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -613047.562500 Penalty: 2819.169678
	Iteration 20F: 3 clusters Score -613047.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -613086.437500 Penalty: 2819.169678
	Iteration 21Q: 3 clusters Score -613086.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -613130.750000 Penalty: 2819.169678
	Iteration 22Q: 3 clusters Score -613130.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -613175.500000 Penalty: 2819.169678
	Iteration 23Q: 3 clusters Score -613175.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -613217.000000 Penalty: 2819.169678
	Iteration 24Q: 3 clusters Score -613217 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -613251.625000 Penalty: 2819.169678
	Iteration 25Q: 3 clusters Score -613251.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -613309.312500 Penalty: 2819.169678
	Iteration 26Q: 3 clusters Score -613309.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -613371.562500 Penalty: 2819.169678
	Iteration 27Q: 3 clusters Score -613371.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -613434.062500 Penalty: 2819.169678
	Iteration 28Q: 3 clusters Score -613434.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -613499.000000 Penalty: 2819.169678
	Iteration 29Q: 3 clusters Score -613499 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -613549.687500 Penalty: 2819.169678
	Iteration 30Q: 3 clusters Score -613549.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -613601.937500 Penalty: 2819.169678
	Iteration 31Q: 3 clusters Score -613601.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -613652.500000 Penalty: 2819.169678
	Iteration 32Q: 3 clusters Score -613652.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -613681.750000 Penalty: 2819.169678
	Iteration 33Q: 3 clusters Score -613681.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -613705.125000 Penalty: 2819.169678
	Iteration 34Q: 3 clusters Score -613705.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -613723.187500 Penalty: 2819.169678
	Iteration 35Q: 3 clusters Score -613723.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -613733.562500 Penalty: 2819.169678
	Iteration 36Q: 3 clusters Score -613733.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -613744.312500 Penalty: 2819.169678
	Iteration 37Q: 3 clusters Score -613744.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -613751.250000 Penalty: 2819.169678
	Iteration 38Q: 3 clusters Score -613751.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -613753.562500 Penalty: 2819.169678
	Iteration 39Q: 3 clusters Score -613753.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -613754.562500 Penalty: 2819.169678
	Iteration 40F: 3 clusters Score -613754.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -613758.750000 Penalty: 2819.169678
	Iteration 41Q: 3 clusters Score -613758.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -613763.437500 Penalty: 2819.169678
	Iteration 42Q: 3 clusters Score -613763.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -613769.562500 Penalty: 2819.169678
	Iteration 43Q: 3 clusters Score -613769.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -613775.562500 Penalty: 2819.169678
	Iteration 44Q: 3 clusters Score -613775.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -613779.125000 Penalty: 2819.169678
	Iteration 45Q: 3 clusters Score -613779.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -613779.750000 Penalty: 2819.169678
	Iteration 46Q: 3 clusters Score -613779.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -613781.000000 Penalty: 2819.169678
	Iteration 47Q: 3 clusters Score -613781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -613782.875000 Penalty: 2819.169678
	Iteration 48Q: 3 clusters Score -613782.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -613783.000000 Penalty: 2819.169678
	Iteration 49Q: 3 clusters Score -613783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -613783.000000 Penalty: 2819.169678
	Iteration 50F: 3 clusters Score -613783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Entering Unmasked Estep 
Score: -1894582.500000 Penalty: 1590.462158
	Iteration 0F: 2 clusters Score -1894582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1882379.750000 Penalty: 3180.924316
	Iteration 0F: 3 clusters Score -1882380 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1886999.000000 Penalty: 3180.924316
	Iteration 1F: 3 clusters Score -1886999 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1887467.750000 Penalty: 3180.924316
	Iteration 2F: 3 clusters Score -1887468 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1887988.625000 Penalty: 3180.924316
	Iteration 3F: 3 clusters Score -1887989 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1888635.250000 Penalty: 3180.924316
	Iteration 4F: 3 clusters Score -1888635 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1889267.250000 Penalty: 3180.924316
	Iteration 5F: 3 clusters Score -1889267 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1889866.375000 Penalty: 3180.924316
	Iteration 6F: 3 clusters Score -1889866 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1890392.875000 Penalty: 3180.924316
	Iteration 7F: 3 clusters Score -1890393 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1890879.500000 Penalty: 3180.924316
	Iteration 8Q: 3 clusters Score -1890880 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1891275.750000 Penalty: 3180.924316
	Iteration 9Q: 3 clusters Score -1891276 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1891560.375000 Penalty: 3180.924316
	Iteration 10Q: 3 clusters Score -1891560 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1891722.125000 Penalty: 3180.924316
	Iteration 11Q: 3 clusters Score -1891722 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1891836.875000 Penalty: 3180.924316
	Iteration 12Q: 3 clusters Score -1891837 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1891927.875000 Penalty: 3180.924316
	Iteration 13Q: 3 clusters Score -1891928 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1891995.125000 Penalty: 3180.924316
	Iteration 14Q: 3 clusters Score -1891995 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1892069.500000 Penalty: 3180.924316
	Iteration 15Q: 3 clusters Score -1892070 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1892132.875000 Penalty: 3180.924316
	Iteration 16Q: 3 clusters Score -1892133 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1892192.750000 Penalty: 3180.924316
	Iteration 17Q: 3 clusters Score -1892193 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1892243.250000 Penalty: 3180.924316
	Iteration 18Q: 3 clusters Score -1892243 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1892288.375000 Penalty: 3180.924316
	Iteration 19Q: 3 clusters Score -1892288 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1892326.125000 Penalty: 3180.924316
	Iteration 20F: 3 clusters Score -1892326 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1892362.750000 Penalty: 3180.924316
	Iteration 21Q: 3 clusters Score -1892363 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1892398.625000 Penalty: 3180.924316
	Iteration 22Q: 3 clusters Score -1892399 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1892433.000000 Penalty: 3180.924316
	Iteration 23Q: 3 clusters Score -1892433 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1892475.125000 Penalty: 3180.924316
	Iteration 24Q: 3 clusters Score -1892475 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1892522.625000 Penalty: 3180.924316
	Iteration 25Q: 3 clusters Score -1892523 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1892563.000000 Penalty: 3180.924316
	Iteration 26Q: 3 clusters Score -1892563 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1892598.125000 Penalty: 3180.924316
	Iteration 27Q: 3 clusters Score -1892598 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1892638.375000 Penalty: 3180.924316
	Iteration 28Q: 3 clusters Score -1892638 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1892660.125000 Penalty: 3180.924316
	Iteration 29Q: 3 clusters Score -1892660 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1892684.875000 Penalty: 3180.924316
	Iteration 30Q: 3 clusters Score -1892685 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1892708.125000 Penalty: 3180.924316
	Iteration 31Q: 3 clusters Score -1892708 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1892727.250000 Penalty: 3180.924316
	Iteration 32Q: 3 clusters Score -1892727 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1892744.250000 Penalty: 3180.924316
	Iteration 33Q: 3 clusters Score -1892744 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1892761.875000 Penalty: 3180.924316
	Iteration 34Q: 3 clusters Score -1892762 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1892789.250000 Penalty: 3180.924316
	Iteration 35Q: 3 clusters Score -1892789 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1892818.000000 Penalty: 3180.924316
	Iteration 36Q: 3 clusters Score -1892818 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1892836.375000 Penalty: 3180.924316
	Iteration 37Q: 3 clusters Score -1892836 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1892856.875000 Penalty: 3180.924316
	Iteration 38Q: 3 clusters Score -1892857 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1892880.750000 Penalty: 3180.924316
	Iteration 39Q: 3 clusters Score -1892881 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1892903.500000 Penalty: 3180.924316
	Iteration 40F: 3 clusters Score -1892904 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1892927.875000 Penalty: 3180.924316
	Iteration 41Q: 3 clusters Score -1892928 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1892940.500000 Penalty: 3180.924316
	Iteration 42Q: 3 clusters Score -1892940 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1892963.625000 Penalty: 3180.924316
	Iteration 43Q: 3 clusters Score -1892964 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1892981.500000 Penalty: 3180.924316
	Iteration 44Q: 3 clusters Score -1892982 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1893004.500000 Penalty: 3180.924316
	Iteration 45Q: 3 clusters Score -1893004 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1893022.875000 Penalty: 3180.924316
	Iteration 46Q: 3 clusters Score -1893023 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1893055.500000 Penalty: 3180.924316
	Iteration 47Q: 3 clusters Score -1893056 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1893075.500000 Penalty: 3180.924316
	Iteration 48Q: 3 clusters Score -1893076 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1893095.625000 Penalty: 3180.924316
	Iteration 49Q: 3 clusters Score -1893096 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1893114.500000 Penalty: 3180.924316
	Iteration 50Q: 3 clusters Score -1893114 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1893132.250000 Penalty: 3180.924316
	Iteration 51Q: 3 clusters Score -1893132 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1893150.000000 Penalty: 3180.924316
	Iteration 52Q: 3 clusters Score -1893150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1893152.500000 Penalty: 3180.924316
	Iteration 53Q: 3 clusters Score -1893152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1893165.500000 Penalty: 3180.924316
	Iteration 54Q: 3 clusters Score -1893166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1893174.875000 Penalty: 3180.924316
	Iteration 55Q: 3 clusters Score -1893175 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1893184.875000 Penalty: 3180.924316
	Iteration 56Q: 3 clusters Score -1893185 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1893195.125000 Penalty: 3180.924316
	Iteration 57Q: 3 clusters Score -1893195 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1893203.250000 Penalty: 3180.924316
	Iteration 58Q: 3 clusters Score -1893203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1893207.875000 Penalty: 3180.924316
	Iteration 59Q: 3 clusters Score -1893208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1893210.000000 Penalty: 3180.924316
	Iteration 60F: 3 clusters Score -1893210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1893210.750000 Penalty: 3180.924316
	Iteration 61Q: 3 clusters Score -1893211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1893222.625000 Penalty: 3180.924316
	Iteration 62Q: 3 clusters Score -1893223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1893226.875000 Penalty: 3180.924316
	Iteration 63Q: 3 clusters Score -1893227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1893241.750000 Penalty: 3180.924316
	Iteration 64Q: 3 clusters Score -1893242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1893247.500000 Penalty: 3180.924316
	Iteration 65Q: 3 clusters Score -1893248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1893263.625000 Penalty: 3180.924316
	Iteration 66Q: 3 clusters Score -1893264 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1893273.125000 Penalty: 3180.924316
	Iteration 67Q: 3 clusters Score -1893273 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1893283.375000 Penalty: 3180.924316
	Iteration 68Q: 3 clusters Score -1893283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1893292.750000 Penalty: 3180.924316
	Iteration 69Q: 3 clusters Score -1893293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1893297.375000 Penalty: 3180.924316
	Iteration 70Q: 3 clusters Score -1893297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1893300.500000 Penalty: 3180.924316
	Iteration 71Q: 3 clusters Score -1893300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1893305.000000 Penalty: 3180.924316
	Iteration 72Q: 3 clusters Score -1893305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1893309.750000 Penalty: 3180.924316
	Iteration 73Q: 3 clusters Score -1893310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1893309.250000 Penalty: 3180.924316
	Iteration 74Q: 3 clusters Score -1893309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1893313.000000 Penalty: 3180.924316
	Iteration 75Q: 3 clusters Score -1893313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1893322.375000 Penalty: 3180.924316
	Iteration 76Q: 3 clusters Score -1893322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1893330.375000 Penalty: 3180.924316
	Iteration 77Q: 3 clusters Score -1893330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1893329.250000 Penalty: 3180.924316
	Iteration 78Q: 3 clusters Score -1893329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1893333.500000 Penalty: 3180.924316
	Iteration 79Q: 3 clusters Score -1893334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1893339.750000 Penalty: 3180.924316
	Iteration 80F: 3 clusters Score -1893340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1893345.000000 Penalty: 3180.924316
	Iteration 81Q: 3 clusters Score -1893345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1893350.750000 Penalty: 3180.924316
	Iteration 82Q: 3 clusters Score -1893351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1893351.000000 Penalty: 3180.924316
	Iteration 83Q: 3 clusters Score -1893351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1893355.000000 Penalty: 3180.924316
	Iteration 84Q: 3 clusters Score -1893355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1893357.625000 Penalty: 3180.924316
	Iteration 85Q: 3 clusters Score -1893358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1893362.125000 Penalty: 3180.924316
	Iteration 86Q: 3 clusters Score -1893362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1893365.375000 Penalty: 3180.924316
	Iteration 87Q: 3 clusters Score -1893365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1893364.500000 Penalty: 3180.924316
	Iteration 88Q: 3 clusters Score -1893364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1893367.750000 Penalty: 3180.924316
	Iteration 89Q: 3 clusters Score -1893368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1893370.250000 Penalty: 3180.924316
	Iteration 90Q: 3 clusters Score -1893370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1893373.000000 Penalty: 3180.924316
	Iteration 91Q: 3 clusters Score -1893373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1893376.750000 Penalty: 3180.924316
	Iteration 92Q: 3 clusters Score -1893377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1893375.750000 Penalty: 3180.924316
	Iteration 93Q: 3 clusters Score -1893376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1893377.375000 Penalty: 3180.924316
	Iteration 94Q: 3 clusters Score -1893377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1893375.125000 Penalty: 3180.924316
	Iteration 95Q: 3 clusters Score -1893375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1893376.250000 Penalty: 3180.924316
	Iteration 96Q: 3 clusters Score -1893376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1893375.750000 Penalty: 3180.924316
	Iteration 97Q: 3 clusters Score -1893376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1893375.875000 Penalty: 3180.924316
	Iteration 98Q: 3 clusters Score -1893376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1893374.750000 Penalty: 3180.924316
	Iteration 99Q: 3 clusters Score -1893375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1893377.000000 Penalty: 3180.924316
	Iteration 100F: 3 clusters Score -1893377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1893380.875000 Penalty: 3180.924316
	Iteration 101Q: 3 clusters Score -1893381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1893378.875000 Penalty: 3180.924316
	Iteration 102Q: 3 clusters Score -1893379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1893380.875000 Penalty: 3180.924316
	Iteration 103Q: 3 clusters Score -1893381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1893383.250000 Penalty: 3180.924316
	Iteration 104Q: 3 clusters Score -1893383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1893382.500000 Penalty: 3180.924316
	Iteration 105Q: 3 clusters Score -1893382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1893385.375000 Penalty: 3180.924316
	Iteration 106Q: 3 clusters Score -1893385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1893384.125000 Penalty: 3180.924316
	Iteration 107Q: 3 clusters Score -1893384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1893384.125000 Penalty: 3180.924316
	Iteration 108Q: 3 clusters Score -1893384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1893384.875000 Penalty: 3180.924316
	Iteration 109Q: 3 clusters Score -1893385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1893387.125000 Penalty: 3180.924316
	Iteration 110Q: 3 clusters Score -1893387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1893386.375000 Penalty: 3180.924316
	Iteration 111Q: 3 clusters Score -1893386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1893386.375000 Penalty: 3180.924316
	Iteration 112F: 3 clusters Score -1893386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -65538.968750 Penalty: 1075.110596
	Iteration 0F: 2 clusters Score -65538.97 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 388 members 
Entering Unmasked Estep 
Score: -64295.542969 Penalty: 2150.221191
	Iteration 0F: 3 clusters Score -64295.54 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -64529.007812 Penalty: 2150.221191
	Iteration 1F: 3 clusters Score -64529.01 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -64619.015625 Penalty: 2150.221191
	Iteration 2F: 3 clusters Score -64619.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -64656.507812 Penalty: 2150.221191
	Iteration 3Q: 3 clusters Score -64656.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -64675.863281 Penalty: 2150.221191
	Iteration 4Q: 3 clusters Score -64675.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -64688.515625 Penalty: 2150.221191
	Iteration 5Q: 3 clusters Score -64688.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -64695.351562 Penalty: 2150.221191
	Iteration 6Q: 3 clusters Score -64695.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -64699.027344 Penalty: 2150.221191
	Iteration 7Q: 3 clusters Score -64699.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -64699.359375 Penalty: 2150.221191
	Iteration 8Q: 3 clusters Score -64699.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -64699.359375 Penalty: 2150.221191
	Iteration 9F: 3 clusters Score -64699.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -23728.597656 Penalty: 896.586060
	Iteration 0F: 2 clusters Score -23728.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22922.382812 Penalty: 1793.172119
	Iteration 0F: 3 clusters Score -22922.38 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23029.832031 Penalty: 1793.172119
	Iteration 1F: 3 clusters Score -23029.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23054.332031 Penalty: 1793.172119
	Iteration 2Q: 3 clusters Score -23054.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23055.886719 Penalty: 1793.172119
	Iteration 3Q: 3 clusters Score -23055.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23055.886719 Penalty: 1793.172119
	Iteration 4F: 3 clusters Score -23055.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Entering Unmasked Estep 
Score: -1399837.500000 Penalty: 1546.167847
	Iteration 0F: 2 clusters Score -1399838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1390368.625000 Penalty: 3092.335693
	Iteration 0F: 3 clusters Score -1390369 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1393600.625000 Penalty: 3092.335693
	Iteration 1F: 3 clusters Score -1393601 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1393884.000000 Penalty: 3092.335693
	Iteration 2F: 3 clusters Score -1393884 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1394155.125000 Penalty: 3092.335693
	Iteration 3Q: 3 clusters Score -1394155 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1394476.250000 Penalty: 3092.335693
	Iteration 4Q: 3 clusters Score -1394476 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1394904.125000 Penalty: 3092.335693
	Iteration 5Q: 3 clusters Score -1394904 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1395390.500000 Penalty: 3092.335693
	Iteration 6F: 3 clusters Score -1395390 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1395976.500000 Penalty: 3092.335693
	Iteration 7F: 3 clusters Score -1395976 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1396606.250000 Penalty: 3092.335693
	Iteration 8F: 3 clusters Score -1396606 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1397194.750000 Penalty: 3092.335693
	Iteration 9F: 3 clusters Score -1397195 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1397583.750000 Penalty: 3092.335693
	Iteration 10Q: 3 clusters Score -1397584 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1397833.750000 Penalty: 3092.335693
	Iteration 11Q: 3 clusters Score -1397834 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1397967.875000 Penalty: 3092.335693
	Iteration 12Q: 3 clusters Score -1397968 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1398063.000000 Penalty: 3092.335693
	Iteration 13Q: 3 clusters Score -1398063 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1398131.000000 Penalty: 3092.335693
	Iteration 14Q: 3 clusters Score -1398131 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1398186.250000 Penalty: 3092.335693
	Iteration 15Q: 3 clusters Score -1398186 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1398238.625000 Penalty: 3092.335693
	Iteration 16Q: 3 clusters Score -1398239 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1398283.750000 Penalty: 3092.335693
	Iteration 17Q: 3 clusters Score -1398284 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1398317.250000 Penalty: 3092.335693
	Iteration 18Q: 3 clusters Score -1398317 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1398358.500000 Penalty: 3092.335693
	Iteration 19Q: 3 clusters Score -1398358 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1398399.625000 Penalty: 3092.335693
	Iteration 20F: 3 clusters Score -1398400 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1398444.375000 Penalty: 3092.335693
	Iteration 21Q: 3 clusters Score -1398444 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1398482.500000 Penalty: 3092.335693
	Iteration 22Q: 3 clusters Score -1398482 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1398522.250000 Penalty: 3092.335693
	Iteration 23Q: 3 clusters Score -1398522 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1398542.375000 Penalty: 3092.335693
	Iteration 24Q: 3 clusters Score -1398542 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1398559.750000 Penalty: 3092.335693
	Iteration 25Q: 3 clusters Score -1398560 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1398574.000000 Penalty: 3092.335693
	Iteration 26Q: 3 clusters Score -1398574 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1398583.625000 Penalty: 3092.335693
	Iteration 27Q: 3 clusters Score -1398584 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1398593.125000 Penalty: 3092.335693
	Iteration 28Q: 3 clusters Score -1398593 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1398595.125000 Penalty: 3092.335693
	Iteration 29Q: 3 clusters Score -1398595 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1398601.625000 Penalty: 3092.335693
	Iteration 30Q: 3 clusters Score -1398602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1398605.000000 Penalty: 3092.335693
	Iteration 31Q: 3 clusters Score -1398605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1398607.000000 Penalty: 3092.335693
	Iteration 32Q: 3 clusters Score -1398607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1398610.375000 Penalty: 3092.335693
	Iteration 33Q: 3 clusters Score -1398610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1398612.750000 Penalty: 3092.335693
	Iteration 34Q: 3 clusters Score -1398613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1398615.250000 Penalty: 3092.335693
	Iteration 35Q: 3 clusters Score -1398615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1398617.250000 Penalty: 3092.335693
	Iteration 36Q: 3 clusters Score -1398617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1398619.625000 Penalty: 3092.335693
	Iteration 37Q: 3 clusters Score -1398620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1398617.375000 Penalty: 3092.335693
	Iteration 38Q: 3 clusters Score -1398617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1398623.250000 Penalty: 3092.335693
	Iteration 39Q: 3 clusters Score -1398623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1398625.375000 Penalty: 3092.335693
	Iteration 40F: 3 clusters Score -1398625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1398622.625000 Penalty: 3092.335693
	Iteration 41Q: 3 clusters Score -1398623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1398623.125000 Penalty: 3092.335693
	Iteration 42Q: 3 clusters Score -1398623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1398626.750000 Penalty: 3092.335693
	Iteration 43Q: 3 clusters Score -1398627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1398631.250000 Penalty: 3092.335693
	Iteration 44Q: 3 clusters Score -1398631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1398628.250000 Penalty: 3092.335693
	Iteration 45Q: 3 clusters Score -1398628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1398628.250000 Penalty: 3092.335693
	Iteration 46Q: 3 clusters Score -1398628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1398628.250000 Penalty: 3092.335693
	Iteration 47Q: 3 clusters Score -1398628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1398629.250000 Penalty: 3092.335693
	Iteration 48Q: 3 clusters Score -1398629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1398630.625000 Penalty: 3092.335693
	Iteration 49Q: 3 clusters Score -1398631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1398634.625000 Penalty: 3092.335693
	Iteration 50Q: 3 clusters Score -1398635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1398632.375000 Penalty: 3092.335693
	Iteration 51Q: 3 clusters Score -1398632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1398640.000000 Penalty: 3092.335693
	Iteration 52Q: 3 clusters Score -1398640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1398644.000000 Penalty: 3092.335693
	Iteration 53Q: 3 clusters Score -1398644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1398650.125000 Penalty: 3092.335693
	Iteration 54Q: 3 clusters Score -1398650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1398653.625000 Penalty: 3092.335693
	Iteration 55Q: 3 clusters Score -1398654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1398660.125000 Penalty: 3092.335693
	Iteration 56Q: 3 clusters Score -1398660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1398671.875000 Penalty: 3092.335693
	Iteration 57Q: 3 clusters Score -1398672 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1398684.250000 Penalty: 3092.335693
	Iteration 58Q: 3 clusters Score -1398684 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1398700.500000 Penalty: 3092.335693
	Iteration 59Q: 3 clusters Score -1398700 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1398718.250000 Penalty: 3092.335693
	Iteration 60F: 3 clusters Score -1398718 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1398755.750000 Penalty: 3092.335693
	Iteration 61Q: 3 clusters Score -1398756 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1398790.375000 Penalty: 3092.335693
	Iteration 62Q: 3 clusters Score -1398790 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1398841.250000 Penalty: 3092.335693
	Iteration 63Q: 3 clusters Score -1398841 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1398913.500000 Penalty: 3092.335693
	Iteration 64Q: 3 clusters Score -1398914 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1399002.000000 Penalty: 3092.335693
	Iteration 65Q: 3 clusters Score -1399002 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1399072.000000 Penalty: 3092.335693
	Iteration 66Q: 3 clusters Score -1399072 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1399117.875000 Penalty: 3092.335693
	Iteration 67Q: 3 clusters Score -1399118 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1399135.500000 Penalty: 3092.335693
	Iteration 68Q: 3 clusters Score -1399136 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1399161.500000 Penalty: 3092.335693
	Iteration 69Q: 3 clusters Score -1399162 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1399174.875000 Penalty: 3092.335693
	Iteration 70Q: 3 clusters Score -1399175 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1399180.375000 Penalty: 3092.335693
	Iteration 71Q: 3 clusters Score -1399180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1399181.000000 Penalty: 3092.335693
	Iteration 72Q: 3 clusters Score -1399181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1399182.250000 Penalty: 3092.335693
	Iteration 73Q: 3 clusters Score -1399182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1399183.250000 Penalty: 3092.335693
	Iteration 74Q: 3 clusters Score -1399183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1399188.125000 Penalty: 3092.335693
	Iteration 75Q: 3 clusters Score -1399188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1399185.125000 Penalty: 3092.335693
	Iteration 76Q: 3 clusters Score -1399185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1399183.875000 Penalty: 3092.335693
	Iteration 77Q: 3 clusters Score -1399184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1399186.000000 Penalty: 3092.335693
	Iteration 78Q: 3 clusters Score -1399186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1399186.250000 Penalty: 3092.335693
	Iteration 79Q: 3 clusters Score -1399186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1399185.750000 Penalty: 3092.335693
	Iteration 80F: 3 clusters Score -1399186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1399187.250000 Penalty: 3092.335693
	Iteration 81Q: 3 clusters Score -1399187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1399190.875000 Penalty: 3092.335693
	Iteration 82Q: 3 clusters Score -1399191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1399189.625000 Penalty: 3092.335693
	Iteration 83Q: 3 clusters Score -1399190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1399191.500000 Penalty: 3092.335693
	Iteration 84Q: 3 clusters Score -1399192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1399192.750000 Penalty: 3092.335693
	Iteration 85Q: 3 clusters Score -1399193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1399193.500000 Penalty: 3092.335693
	Iteration 86Q: 3 clusters Score -1399194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1399191.875000 Penalty: 3092.335693
	Iteration 87Q: 3 clusters Score -1399192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1399191.875000 Penalty: 3092.335693
	Iteration 88F: 3 clusters Score -1399192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -9856.085938 Penalty: 800.678711
	Iteration 0F: 2 clusters Score -9856.086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9380.578125 Penalty: 1601.357422
	Iteration 0F: 3 clusters Score -9380.578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9457.896484 Penalty: 1601.357422
	Iteration 1F: 3 clusters Score -9457.896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9463.907227 Penalty: 1601.357422
	Iteration 2Q: 3 clusters Score -9463.907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9467.831055 Penalty: 1601.357422
	Iteration 3Q: 3 clusters Score -9467.831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9498.234375 Penalty: 1601.357422
	Iteration 4Q: 3 clusters Score -9498.234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9500.185547 Penalty: 1601.357422
	Iteration 5Q: 3 clusters Score -9500.186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9508.460938 Penalty: 1601.357422
	Iteration 6Q: 3 clusters Score -9508.461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9508.460938 Penalty: 1601.357422
	Iteration 7F: 3 clusters Score -9508.461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Entering Unmasked Estep 
Score: -226157.890625 Penalty: 1250.708374
	Iteration 0F: 2 clusters Score -226157.9 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 1086 members 
Entering Unmasked Estep 
Score: -223931.265625 Penalty: 2501.416748
	Iteration 0F: 3 clusters Score -223931.3 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -224476.406250 Penalty: 2501.416748
	Iteration 1F: 3 clusters Score -224476.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -224643.656250 Penalty: 2501.416748
	Iteration 2F: 3 clusters Score -224643.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -224734.953125 Penalty: 2501.416748
	Iteration 3F: 3 clusters Score -224735 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -224790.015625 Penalty: 2501.416748
	Iteration 4Q: 3 clusters Score -224790 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -224828.484375 Penalty: 2501.416748
	Iteration 5Q: 3 clusters Score -224828.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -224856.234375 Penalty: 2501.416748
	Iteration 6Q: 3 clusters Score -224856.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -224871.609375 Penalty: 2501.416748
	Iteration 7Q: 3 clusters Score -224871.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -224894.578125 Penalty: 2501.416748
	Iteration 8Q: 3 clusters Score -224894.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -224920.843750 Penalty: 2501.416748
	Iteration 9Q: 3 clusters Score -224920.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -224955.000000 Penalty: 2501.416748
	Iteration 10Q: 3 clusters Score -224955 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -224986.296875 Penalty: 2501.416748
	Iteration 11Q: 3 clusters Score -224986.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -225046.843750 Penalty: 2501.416748
	Iteration 12Q: 3 clusters Score -225046.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -225121.562500 Penalty: 2501.416748
	Iteration 13Q: 3 clusters Score -225121.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -225209.296875 Penalty: 2501.416748
	Iteration 14Q: 3 clusters Score -225209.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -225290.593750 Penalty: 2501.416748
	Iteration 15Q: 3 clusters Score -225290.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -225361.734375 Penalty: 2501.416748
	Iteration 16Q: 3 clusters Score -225361.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -225407.718750 Penalty: 2501.416748
	Iteration 17Q: 3 clusters Score -225407.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -225444.609375 Penalty: 2501.416748
	Iteration 18Q: 3 clusters Score -225444.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -225462.656250 Penalty: 2501.416748
	Iteration 19Q: 3 clusters Score -225462.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -225481.546875 Penalty: 2501.416748
	Iteration 20F: 3 clusters Score -225481.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -225491.781250 Penalty: 2501.416748
	Iteration 21Q: 3 clusters Score -225491.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -225497.406250 Penalty: 2501.416748
	Iteration 22Q: 3 clusters Score -225497.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -225498.390625 Penalty: 2501.416748
	Iteration 23Q: 3 clusters Score -225498.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -225500.406250 Penalty: 2501.416748
	Iteration 24Q: 3 clusters Score -225500.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -225502.656250 Penalty: 2501.416748
	Iteration 25Q: 3 clusters Score -225502.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -225505.312500 Penalty: 2501.416748
	Iteration 26Q: 3 clusters Score -225505.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -225509.093750 Penalty: 2501.416748
	Iteration 27Q: 3 clusters Score -225509.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -225514.296875 Penalty: 2501.416748
	Iteration 28Q: 3 clusters Score -225514.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -225515.671875 Penalty: 2501.416748
	Iteration 29Q: 3 clusters Score -225515.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -225516.781250 Penalty: 2501.416748
	Iteration 30Q: 3 clusters Score -225516.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -225516.781250 Penalty: 2501.416748
	Iteration 31F: 3 clusters Score -225516.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (23795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Entering Unmasked Estep 
Score: -2525579.750000 Penalty: 1637.549927
	Iteration 0F: 2 clusters Score -2525580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2509437.000000 Penalty: 3275.099854
	Iteration 0F: 3 clusters Score -2509437 nChanged 10833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2515423.250000 Penalty: 3275.099854
	Iteration 1F: 3 clusters Score -2515423 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2515814.750000 Penalty: 3275.099854
	Iteration 2Q: 3 clusters Score -2515815 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2516279.250000 Penalty: 3275.099854
	Iteration 3Q: 3 clusters Score -2516279 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2516768.250000 Penalty: 3275.099854
	Iteration 4Q: 3 clusters Score -2516768 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2517263.500000 Penalty: 3275.099854
	Iteration 5Q: 3 clusters Score -2517264 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2517822.250000 Penalty: 3275.099854
	Iteration 6F: 3 clusters Score -2517822 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2518415.250000 Penalty: 3275.099854
	Iteration 7F: 3 clusters Score -2518415 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2519152.250000 Penalty: 3275.099854
	Iteration 8F: 3 clusters Score -2519152 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2519940.000000 Penalty: 3275.099854
	Iteration 9F: 3 clusters Score -2519940 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2520798.000000 Penalty: 3275.099854
	Iteration 10F: 3 clusters Score -2520798 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2521670.250000 Penalty: 3275.099854
	Iteration 11Q: 3 clusters Score -2521670 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2522495.750000 Penalty: 3275.099854
	Iteration 12Q: 3 clusters Score -2522496 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2523100.750000 Penalty: 3275.099854
	Iteration 13Q: 3 clusters Score -2523101 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2523516.250000 Penalty: 3275.099854
	Iteration 14Q: 3 clusters Score -2523516 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2523806.250000 Penalty: 3275.099854
	Iteration 15Q: 3 clusters Score -2523806 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2523987.000000 Penalty: 3275.099854
	Iteration 16Q: 3 clusters Score -2523987 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2524069.250000 Penalty: 3275.099854
	Iteration 17Q: 3 clusters Score -2524069 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2524133.000000 Penalty: 3275.099854
	Iteration 18Q: 3 clusters Score -2524133 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2524191.500000 Penalty: 3275.099854
	Iteration 19Q: 3 clusters Score -2524192 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2524239.500000 Penalty: 3275.099854
	Iteration 20F: 3 clusters Score -2524240 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2524277.500000 Penalty: 3275.099854
	Iteration 21Q: 3 clusters Score -2524278 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2524304.500000 Penalty: 3275.099854
	Iteration 22Q: 3 clusters Score -2524304 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2524319.250000 Penalty: 3275.099854
	Iteration 23Q: 3 clusters Score -2524319 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2524328.750000 Penalty: 3275.099854
	Iteration 24Q: 3 clusters Score -2524329 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2524354.750000 Penalty: 3275.099854
	Iteration 25Q: 3 clusters Score -2524355 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2524361.750000 Penalty: 3275.099854
	Iteration 26Q: 3 clusters Score -2524362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2524378.500000 Penalty: 3275.099854
	Iteration 27Q: 3 clusters Score -2524378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2524387.500000 Penalty: 3275.099854
	Iteration 28Q: 3 clusters Score -2524388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2524392.250000 Penalty: 3275.099854
	Iteration 29Q: 3 clusters Score -2524392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2524399.500000 Penalty: 3275.099854
	Iteration 30Q: 3 clusters Score -2524400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2524409.750000 Penalty: 3275.099854
	Iteration 31Q: 3 clusters Score -2524410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2524412.250000 Penalty: 3275.099854
	Iteration 32Q: 3 clusters Score -2524412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2524419.250000 Penalty: 3275.099854
	Iteration 33Q: 3 clusters Score -2524419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2524424.000000 Penalty: 3275.099854
	Iteration 34Q: 3 clusters Score -2524424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2524425.750000 Penalty: 3275.099854
	Iteration 35Q: 3 clusters Score -2524426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2524426.750000 Penalty: 3275.099854
	Iteration 36Q: 3 clusters Score -2524427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2524426.250000 Penalty: 3275.099854
	Iteration 37Q: 3 clusters Score -2524426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2524430.250000 Penalty: 3275.099854
	Iteration 38Q: 3 clusters Score -2524430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2524426.750000 Penalty: 3275.099854
	Iteration 39Q: 3 clusters Score -2524427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2524426.750000 Penalty: 3275.099854
	Iteration 40F: 3 clusters Score -2524427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2524425.500000 Penalty: 3275.099854
	Iteration 41Q: 3 clusters Score -2524426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2524429.000000 Penalty: 3275.099854
	Iteration 42Q: 3 clusters Score -2524429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2524432.000000 Penalty: 3275.099854
	Iteration 43Q: 3 clusters Score -2524432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2524439.500000 Penalty: 3275.099854
	Iteration 44Q: 3 clusters Score -2524440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2524444.750000 Penalty: 3275.099854
	Iteration 45Q: 3 clusters Score -2524445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2524447.250000 Penalty: 3275.099854
	Iteration 46Q: 3 clusters Score -2524447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2524450.750000 Penalty: 3275.099854
	Iteration 47Q: 3 clusters Score -2524451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2524454.500000 Penalty: 3275.099854
	Iteration 48Q: 3 clusters Score -2524454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2524454.750000 Penalty: 3275.099854
	Iteration 49Q: 3 clusters Score -2524455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2524454.500000 Penalty: 3275.099854
	Iteration 50Q: 3 clusters Score -2524454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2524456.000000 Penalty: 3275.099854
	Iteration 51Q: 3 clusters Score -2524456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2524456.000000 Penalty: 3275.099854
	Iteration 52Q: 3 clusters Score -2524456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2524452.500000 Penalty: 3275.099854
	Iteration 53Q: 3 clusters Score -2524452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2524454.500000 Penalty: 3275.099854
	Iteration 54Q: 3 clusters Score -2524454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2524459.250000 Penalty: 3275.099854
	Iteration 55Q: 3 clusters Score -2524459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2524459.750000 Penalty: 3275.099854
	Iteration 56Q: 3 clusters Score -2524460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2524460.500000 Penalty: 3275.099854
	Iteration 57Q: 3 clusters Score -2524460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2524464.250000 Penalty: 3275.099854
	Iteration 58Q: 3 clusters Score -2524464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2524465.250000 Penalty: 3275.099854
	Iteration 59Q: 3 clusters Score -2524465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2524470.000000 Penalty: 3275.099854
	Iteration 60F: 3 clusters Score -2524470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2524469.750000 Penalty: 3275.099854
	Iteration 61Q: 3 clusters Score -2524470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2524469.500000 Penalty: 3275.099854
	Iteration 62Q: 3 clusters Score -2524470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2524469.750000 Penalty: 3275.099854
	Iteration 63Q: 3 clusters Score -2524470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2524469.250000 Penalty: 3275.099854
	Iteration 64Q: 3 clusters Score -2524469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2524470.250000 Penalty: 3275.099854
	Iteration 65Q: 3 clusters Score -2524470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2524471.250000 Penalty: 3275.099854
	Iteration 66Q: 3 clusters Score -2524471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2524475.500000 Penalty: 3275.099854
	Iteration 67Q: 3 clusters Score -2524476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2524483.250000 Penalty: 3275.099854
	Iteration 68Q: 3 clusters Score -2524483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2524485.000000 Penalty: 3275.099854
	Iteration 69Q: 3 clusters Score -2524485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2524487.750000 Penalty: 3275.099854
	Iteration 70Q: 3 clusters Score -2524488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2524497.000000 Penalty: 3275.099854
	Iteration 71Q: 3 clusters Score -2524497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2524502.000000 Penalty: 3275.099854
	Iteration 72Q: 3 clusters Score -2524502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2524505.250000 Penalty: 3275.099854
	Iteration 73Q: 3 clusters Score -2524505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2524504.000000 Penalty: 3275.099854
	Iteration 74Q: 3 clusters Score -2524504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2524506.250000 Penalty: 3275.099854
	Iteration 75Q: 3 clusters Score -2524506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2524505.500000 Penalty: 3275.099854
	Iteration 76Q: 3 clusters Score -2524506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2524505.750000 Penalty: 3275.099854
	Iteration 77Q: 3 clusters Score -2524506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2524505.750000 Penalty: 3275.099854
	Iteration 78F: 3 clusters Score -2524506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -35382.167969 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -35382.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -34429.875000 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -34429.88 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -34599.117188 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -34599.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34697.640625 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -34697.64 nChanged 25
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: -34805.222656 Penalty: 1936.488037
	Iteration 3F: 3 clusters Score -34805.22 nChanged 31
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: -34913.250000 Penalty: 1936.488037
	Iteration 4F: 3 clusters Score -34913.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -34999.453125 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -34999.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -35035.246094 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -35035.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -35048.652344 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -35048.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -35058.546875 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -35058.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -35126.351562 Penalty: 1936.488037
	Iteration 9Q: 3 clusters Score -35126.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -35267.960938 Penalty: 1936.488037
	Iteration 10Q: 3 clusters Score -35267.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -35387.167969 Penalty: 1936.488037
	Iteration 11Q: 3 clusters Score -35387.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -35448.125000 Penalty: 1936.488037
	Iteration 12Q: 3 clusters Score -35448.12 nChanged 3
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: -35518.695312 Penalty: 1936.488037
	Iteration 13Q: 3 clusters Score -35518.7 nChanged 6
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: -35562.097656 Penalty: 1936.488037
	Iteration 14Q: 3 clusters Score -35562.1 nChanged 3
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: -35571.515625 Penalty: 1936.488037
	Iteration 15Q: 3 clusters Score -35571.52 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: -35573.898438 Penalty: 1936.488037
	Iteration 16Q: 3 clusters Score -35573.9 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: -35573.898438 Penalty: 1936.488037
	Iteration 17F: 3 clusters Score -35573.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 13040 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11538 members 
Mstep: Class 5 contains 31061 members 
Mstep: Class 6 contains 127325 members 
Mstep: Class 7 contains 4242 members 
Mstep: Class 8 contains 26084 members 
Mstep: Class 9 contains 8098 members 
Mstep: Class 10 contains 39400 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7190 members 
Mstep: Class 13 contains 11418 members 
Mstep: Class 14 contains 17814 members 
Mstep: Class 15 contains 5489 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 169588 members 
Mstep: Class 18 contains 10232 members 
Mstep: Class 19 contains 4554 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24392 members 
Mstep: Class 22 contains 5812 members 
Mstep: Class 23 contains 5851 members 
Mstep: Class 24 contains 17809 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13560 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2201 members 
Mstep: Class 30 contains 23795 members 
Mstep: Class 31 contains 137 members 
Mstep: Class 32 contains 1669 members 
Mstep: Class 33 contains 2584 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Mstep: Class 36 contains 250 members 
Entering Unmasked Estep 
Score: -65963884.000000 Penalty: 78222.421875
Splitting cluster 31 changes total score from -65964864.000000 to -65963884.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (1669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Entering Unmasked Estep 
Score: -150941.156250 Penalty: 1205.746704
	Iteration 0F: 2 clusters Score -150941.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -149060.640625 Penalty: 2411.493408
	Iteration 0F: 3 clusters Score -149060.6 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -149463.921875 Penalty: 2411.493408
	Iteration 1F: 3 clusters Score -149463.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -149592.515625 Penalty: 2411.493408
	Iteration 2F: 3 clusters Score -149592.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -149681.671875 Penalty: 2411.493408
	Iteration 3F: 3 clusters Score -149681.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -149774.343750 Penalty: 2411.493408
	Iteration 4Q: 3 clusters Score -149774.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -149875.843750 Penalty: 2411.493408
	Iteration 5Q: 3 clusters Score -149875.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -149997.390625 Penalty: 2411.493408
	Iteration 6F: 3 clusters Score -149997.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -150081.843750 Penalty: 2411.493408
	Iteration 7Q: 3 clusters Score -150081.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -150130.828125 Penalty: 2411.493408
	Iteration 8Q: 3 clusters Score -150130.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -150163.703125 Penalty: 2411.493408
	Iteration 9Q: 3 clusters Score -150163.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -150187.062500 Penalty: 2411.493408
	Iteration 10Q: 3 clusters Score -150187.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -150204.531250 Penalty: 2411.493408
	Iteration 11Q: 3 clusters Score -150204.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -150222.250000 Penalty: 2411.493408
	Iteration 12Q: 3 clusters Score -150222.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -150238.609375 Penalty: 2411.493408
	Iteration 13Q: 3 clusters Score -150238.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -150251.437500 Penalty: 2411.493408
	Iteration 14Q: 3 clusters Score -150251.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -150260.140625 Penalty: 2411.493408
	Iteration 15Q: 3 clusters Score -150260.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -150270.015625 Penalty: 2411.493408
	Iteration 16Q: 3 clusters Score -150270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -150273.281250 Penalty: 2411.493408
	Iteration 17Q: 3 clusters Score -150273.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -150274.265625 Penalty: 2411.493408
	Iteration 18Q: 3 clusters Score -150274.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -150274.625000 Penalty: 2411.493408
	Iteration 19Q: 3 clusters Score -150274.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -150274.625000 Penalty: 2411.493408
	Iteration 20F: 3 clusters Score -150274.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Entering Unmasked Estep 
Score: -256987.578125 Penalty: 1276.777710
	Iteration 0F: 2 clusters Score -256987.6 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 1272 members 
Entering Unmasked Estep 
Score: -254564.328125 Penalty: 2553.555420
	Iteration 0F: 3 clusters Score -254564.3 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -255192.312500 Penalty: 2553.555420
	Iteration 1F: 3 clusters Score -255192.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -255444.750000 Penalty: 2553.555420
	Iteration 2F: 3 clusters Score -255444.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -255639.828125 Penalty: 2553.555420
	Iteration 3F: 3 clusters Score -255639.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -255789.421875 Penalty: 2553.555420
	Iteration 4F: 3 clusters Score -255789.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -255907.515625 Penalty: 2553.555420
	Iteration 5F: 3 clusters Score -255907.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -256015.640625 Penalty: 2553.555420
	Iteration 6Q: 3 clusters Score -256015.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -256087.562500 Penalty: 2553.555420
	Iteration 7Q: 3 clusters Score -256087.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -256139.640625 Penalty: 2553.555420
	Iteration 8Q: 3 clusters Score -256139.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -256183.953125 Penalty: 2553.555420
	Iteration 9Q: 3 clusters Score -256184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -256209.875000 Penalty: 2553.555420
	Iteration 10Q: 3 clusters Score -256209.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -256225.156250 Penalty: 2553.555420
	Iteration 11Q: 3 clusters Score -256225.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -256237.234375 Penalty: 2553.555420
	Iteration 12Q: 3 clusters Score -256237.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -256247.296875 Penalty: 2553.555420
	Iteration 13Q: 3 clusters Score -256247.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -256257.015625 Penalty: 2553.555420
	Iteration 14Q: 3 clusters Score -256257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -256267.609375 Penalty: 2553.555420
	Iteration 15Q: 3 clusters Score -256267.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -256281.750000 Penalty: 2553.555420
	Iteration 16Q: 3 clusters Score -256281.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -256301.265625 Penalty: 2553.555420
	Iteration 17Q: 3 clusters Score -256301.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -256324.296875 Penalty: 2553.555420
	Iteration 18Q: 3 clusters Score -256324.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -256351.062500 Penalty: 2553.555420
	Iteration 19Q: 3 clusters Score -256351.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -256367.734375 Penalty: 2553.555420
	Iteration 20F: 3 clusters Score -256367.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -256379.125000 Penalty: 2553.555420
	Iteration 21Q: 3 clusters Score -256379.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -256385.781250 Penalty: 2553.555420
	Iteration 22Q: 3 clusters Score -256385.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -256387.765625 Penalty: 2553.555420
	Iteration 23Q: 3 clusters Score -256387.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -256390.000000 Penalty: 2553.555420
	Iteration 24Q: 3 clusters Score -256390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -256390.406250 Penalty: 2553.555420
	Iteration 25Q: 3 clusters Score -256390.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -256390.406250 Penalty: 2553.555420
	Iteration 26F: 3 clusters Score -256390.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -17147.923828 Penalty: 868.129333
	Iteration 0F: 2 clusters Score -17147.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16422.476562 Penalty: 1736.258667
	Iteration 0F: 3 clusters Score -16422.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16529.947266 Penalty: 1736.258667
	Iteration 1F: 3 clusters Score -16529.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16554.388672 Penalty: 1736.258667
	Iteration 2Q: 3 clusters Score -16554.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16565.521484 Penalty: 1736.258667
	Iteration 3Q: 3 clusters Score -16565.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16595.505859 Penalty: 1736.258667
	Iteration 4Q: 3 clusters Score -16595.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16608.074219 Penalty: 1736.258667
	Iteration 5Q: 3 clusters Score -16608.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16612.812500 Penalty: 1736.258667
	Iteration 6Q: 3 clusters Score -16612.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16618.992188 Penalty: 1736.258667
	Iteration 7Q: 3 clusters Score -16618.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16618.992188 Penalty: 1736.258667
	Iteration 8F: 3 clusters Score -16618.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Entering Unmasked Estep 
Score: -158608.484375 Penalty: 1198.885864
	Iteration 0F: 2 clusters Score -158608.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -156768.250000 Penalty: 2397.771729
	Iteration 0F: 3 clusters Score -156768.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -157123.093750 Penalty: 2397.771729
	Iteration 1F: 3 clusters Score -157123.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -157244.093750 Penalty: 2397.771729
	Iteration 2F: 3 clusters Score -157244.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -157317.531250 Penalty: 2397.771729
	Iteration 3F: 3 clusters Score -157317.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -157361.250000 Penalty: 2397.771729
	Iteration 4Q: 3 clusters Score -157361.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -157405.218750 Penalty: 2397.771729
	Iteration 5Q: 3 clusters Score -157405.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -157435.625000 Penalty: 2397.771729
	Iteration 6Q: 3 clusters Score -157435.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -157451.125000 Penalty: 2397.771729
	Iteration 7Q: 3 clusters Score -157451.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -157467.078125 Penalty: 2397.771729
	Iteration 8Q: 3 clusters Score -157467.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -157480.875000 Penalty: 2397.771729
	Iteration 9Q: 3 clusters Score -157480.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -157492.875000 Penalty: 2397.771729
	Iteration 10Q: 3 clusters Score -157492.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -157507.156250 Penalty: 2397.771729
	Iteration 11Q: 3 clusters Score -157507.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -157524.828125 Penalty: 2397.771729
	Iteration 12Q: 3 clusters Score -157524.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -157545.734375 Penalty: 2397.771729
	Iteration 13Q: 3 clusters Score -157545.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -157583.890625 Penalty: 2397.771729
	Iteration 14Q: 3 clusters Score -157583.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -157615.968750 Penalty: 2397.771729
	Iteration 15Q: 3 clusters Score -157616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -157643.046875 Penalty: 2397.771729
	Iteration 16Q: 3 clusters Score -157643 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -157668.437500 Penalty: 2397.771729
	Iteration 17Q: 3 clusters Score -157668.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -157685.265625 Penalty: 2397.771729
	Iteration 18Q: 3 clusters Score -157685.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -157697.921875 Penalty: 2397.771729
	Iteration 19Q: 3 clusters Score -157697.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -157709.375000 Penalty: 2397.771729
	Iteration 20F: 3 clusters Score -157709.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -157718.218750 Penalty: 2397.771729
	Iteration 21Q: 3 clusters Score -157718.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -157725.906250 Penalty: 2397.771729
	Iteration 22Q: 3 clusters Score -157725.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -157732.765625 Penalty: 2397.771729
	Iteration 23Q: 3 clusters Score -157732.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -157739.437500 Penalty: 2397.771729
	Iteration 24Q: 3 clusters Score -157739.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -157747.734375 Penalty: 2397.771729
	Iteration 25Q: 3 clusters Score -157747.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -157754.859375 Penalty: 2397.771729
	Iteration 26Q: 3 clusters Score -157754.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -157758.062500 Penalty: 2397.771729
	Iteration 27Q: 3 clusters Score -157758.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -157762.125000 Penalty: 2397.771729
	Iteration 28Q: 3 clusters Score -157762.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -157763.250000 Penalty: 2397.771729
	Iteration 29Q: 3 clusters Score -157763.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -157764.171875 Penalty: 2397.771729
	Iteration 30Q: 3 clusters Score -157764.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -157764.171875 Penalty: 2397.771729
	Iteration 31F: 3 clusters Score -157764.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 13040 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11538 members 
Mstep: Class 5 contains 31061 members 
Mstep: Class 6 contains 127325 members 
Mstep: Class 7 contains 4242 members 
Mstep: Class 8 contains 26084 members 
Mstep: Class 9 contains 8098 members 
Mstep: Class 10 contains 39400 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7190 members 
Mstep: Class 13 contains 11418 members 
Mstep: Class 14 contains 17814 members 
Mstep: Class 15 contains 5489 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 169588 members 
Mstep: Class 18 contains 10232 members 
Mstep: Class 19 contains 4554 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24392 members 
Mstep: Class 22 contains 5812 members 
Mstep: Class 23 contains 5851 members 
Mstep: Class 24 contains 17809 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13560 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2201 members 
Mstep: Class 30 contains 23795 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1669 members 
Mstep: Class 33 contains 2584 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964904.000000 Penalty: 76049.578125
Iteration 159Q: 36 clusters Score -6.59649e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 13028 members 
Mstep: Class 3 contains 2366 members 
Mstep: Class 4 contains 11538 members 
Mstep: Class 5 contains 31062 members 
Mstep: Class 6 contains 127318 members 
Mstep: Class 7 contains 4242 members 
Mstep: Class 8 contains 26118 members 
Mstep: Class 9 contains 8098 members 
Mstep: Class 10 contains 39402 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7187 members 
Mstep: Class 13 contains 11424 members 
Mstep: Class 14 contains 17804 members 
Mstep: Class 15 contains 5489 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 169588 members 
Mstep: Class 18 contains 10229 members 
Mstep: Class 19 contains 4558 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24389 members 
Mstep: Class 22 contains 5812 members 
Mstep: Class 23 contains 5837 members 
Mstep: Class 24 contains 17815 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13567 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2201 members 
Mstep: Class 30 contains 23781 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1670 members 
Mstep: Class 33 contains 2584 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964896.000000 Penalty: 76049.578125
Iteration 160F: 36 clusters Score -6.59649e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 13026 members 
Mstep: Class 3 contains 2363 members 
Mstep: Class 4 contains 11538 members 
Mstep: Class 5 contains 31063 members 
Mstep: Class 6 contains 127313 members 
Mstep: Class 7 contains 4242 members 
Mstep: Class 8 contains 26148 members 
Mstep: Class 9 contains 8098 members 
Mstep: Class 10 contains 39401 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7184 members 
Mstep: Class 13 contains 11427 members 
Mstep: Class 14 contains 17803 members 
Mstep: Class 15 contains 5489 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 169582 members 
Mstep: Class 18 contains 10228 members 
Mstep: Class 19 contains 4564 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24383 members 
Mstep: Class 22 contains 5813 members 
Mstep: Class 23 contains 5825 members 
Mstep: Class 24 contains 17815 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13565 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2201 members 
Mstep: Class 30 contains 23772 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1671 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964956.000000 Penalty: 76049.578125
Iteration 161Q: 36 clusters Score -6.596496e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 13021 members 
Mstep: Class 3 contains 2363 members 
Mstep: Class 4 contains 11538 members 
Mstep: Class 5 contains 31063 members 
Mstep: Class 6 contains 127310 members 
Mstep: Class 7 contains 4242 members 
Mstep: Class 8 contains 26175 members 
Mstep: Class 9 contains 8096 members 
Mstep: Class 10 contains 39401 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7184 members 
Mstep: Class 13 contains 11431 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5489 members 
Mstep: Class 16 contains 3615 members 
Mstep: Class 17 contains 169582 members 
Mstep: Class 18 contains 10226 members 
Mstep: Class 19 contains 4566 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24384 members 
Mstep: Class 22 contains 5813 members 
Mstep: Class 23 contains 5816 members 
Mstep: Class 24 contains 17814 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13566 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2201 members 
Mstep: Class 30 contains 23758 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1670 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964984.000000 Penalty: 76049.578125
Iteration 162Q: 36 clusters Score -6.596498e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 13015 members 
Mstep: Class 3 contains 2365 members 
Mstep: Class 4 contains 11538 members 
Mstep: Class 5 contains 31063 members 
Mstep: Class 6 contains 127300 members 
Mstep: Class 7 contains 4243 members 
Mstep: Class 8 contains 26192 members 
Mstep: Class 9 contains 8093 members 
Mstep: Class 10 contains 39399 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7184 members 
Mstep: Class 13 contains 11431 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5489 members 
Mstep: Class 16 contains 3617 members 
Mstep: Class 17 contains 169582 members 
Mstep: Class 18 contains 10225 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24381 members 
Mstep: Class 22 contains 5813 members 
Mstep: Class 23 contains 5813 members 
Mstep: Class 24 contains 17817 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13571 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2201 members 
Mstep: Class 30 contains 23749 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1668 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964964.000000 Penalty: 76049.578125
Iteration 163Q: 36 clusters Score -6.596496e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 13009 members 
Mstep: Class 3 contains 2366 members 
Mstep: Class 4 contains 11538 members 
Mstep: Class 5 contains 31065 members 
Mstep: Class 6 contains 127298 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26205 members 
Mstep: Class 9 contains 8089 members 
Mstep: Class 10 contains 39399 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7184 members 
Mstep: Class 13 contains 11432 members 
Mstep: Class 14 contains 17799 members 
Mstep: Class 15 contains 5489 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169584 members 
Mstep: Class 18 contains 10224 members 
Mstep: Class 19 contains 4568 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24379 members 
Mstep: Class 22 contains 5813 members 
Mstep: Class 23 contains 5811 members 
Mstep: Class 24 contains 17816 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13571 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2201 members 
Mstep: Class 30 contains 23743 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964964.000000 Penalty: 76049.578125
Iteration 164Q: 36 clusters Score -6.596496e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 13005 members 
Mstep: Class 3 contains 2364 members 
Mstep: Class 4 contains 11538 members 
Mstep: Class 5 contains 31068 members 
Mstep: Class 6 contains 127296 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26221 members 
Mstep: Class 9 contains 8089 members 
Mstep: Class 10 contains 39403 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7184 members 
Mstep: Class 13 contains 11431 members 
Mstep: Class 14 contains 17799 members 
Mstep: Class 15 contains 5489 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169585 members 
Mstep: Class 18 contains 10224 members 
Mstep: Class 19 contains 4570 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24377 members 
Mstep: Class 22 contains 5812 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 17814 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13571 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2202 members 
Mstep: Class 30 contains 23733 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964992.000000 Penalty: 76049.578125
Iteration 165Q: 36 clusters Score -6.596499e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 13000 members 
Mstep: Class 3 contains 2365 members 
Mstep: Class 4 contains 11537 members 
Mstep: Class 5 contains 31070 members 
Mstep: Class 6 contains 127294 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 26234 members 
Mstep: Class 9 contains 8088 members 
Mstep: Class 10 contains 39406 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7184 members 
Mstep: Class 13 contains 11428 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5489 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169595 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4572 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24375 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 5804 members 
Mstep: Class 24 contains 17812 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13575 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2203 members 
Mstep: Class 30 contains 23720 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965016.000000 Penalty: 76049.578125
Iteration 166Q: 36 clusters Score -6.596502e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 12998 members 
Mstep: Class 3 contains 2363 members 
Mstep: Class 4 contains 11537 members 
Mstep: Class 5 contains 31073 members 
Mstep: Class 6 contains 127291 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 26249 members 
Mstep: Class 9 contains 8088 members 
Mstep: Class 10 contains 39407 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7184 members 
Mstep: Class 13 contains 11427 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5489 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169603 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4572 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24374 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 5799 members 
Mstep: Class 24 contains 17809 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13577 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23709 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965052.000000 Penalty: 76049.578125
Iteration 167Q: 36 clusters Score -6.596505e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 13000 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 11537 members 
Mstep: Class 5 contains 31077 members 
Mstep: Class 6 contains 127289 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 26266 members 
Mstep: Class 9 contains 8088 members 
Mstep: Class 10 contains 39405 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7186 members 
Mstep: Class 13 contains 11426 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5489 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169605 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4572 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24373 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 5797 members 
Mstep: Class 24 contains 17803 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13577 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23696 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965044.000000 Penalty: 76049.578125
Iteration 168Q: 36 clusters Score -6.596504e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 12999 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 11537 members 
Mstep: Class 5 contains 31077 members 
Mstep: Class 6 contains 127286 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 26281 members 
Mstep: Class 9 contains 8088 members 
Mstep: Class 10 contains 39403 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7188 members 
Mstep: Class 13 contains 11426 members 
Mstep: Class 14 contains 17797 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169612 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4572 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24371 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 5792 members 
Mstep: Class 24 contains 17801 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13577 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23686 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964992.000000 Penalty: 76049.578125
Iteration 169Q: 36 clusters Score -6.596499e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 12999 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 11537 members 
Mstep: Class 5 contains 31078 members 
Mstep: Class 6 contains 127285 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 8088 members 
Mstep: Class 10 contains 39402 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7188 members 
Mstep: Class 13 contains 11427 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169621 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4572 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24367 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 5788 members 
Mstep: Class 24 contains 17799 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13578 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23677 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965040.000000 Penalty: 76049.578125
Iteration 170Q: 36 clusters Score -6.596504e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 12999 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 11538 members 
Mstep: Class 5 contains 31080 members 
Mstep: Class 6 contains 127284 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 26300 members 
Mstep: Class 9 contains 8088 members 
Mstep: Class 10 contains 39401 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7188 members 
Mstep: Class 13 contains 11427 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169626 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4572 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24367 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 5784 members 
Mstep: Class 24 contains 17797 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13578 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23667 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965016.000000 Penalty: 76049.578125
Iteration 171Q: 36 clusters Score -6.596502e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 12999 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 11539 members 
Mstep: Class 5 contains 31079 members 
Mstep: Class 6 contains 127283 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 26308 members 
Mstep: Class 9 contains 8088 members 
Mstep: Class 10 contains 39400 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7188 members 
Mstep: Class 13 contains 11427 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169626 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4572 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24367 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 5781 members 
Mstep: Class 24 contains 17797 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13578 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23662 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965036.000000 Penalty: 76049.578125
Iteration 172Q: 36 clusters Score -6.596504e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 12999 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 11540 members 
Mstep: Class 5 contains 31080 members 
Mstep: Class 6 contains 127281 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 26317 members 
Mstep: Class 9 contains 8088 members 
Mstep: Class 10 contains 39400 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7188 members 
Mstep: Class 13 contains 11427 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169626 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4572 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24366 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 5776 members 
Mstep: Class 24 contains 17797 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13578 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23658 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965028.000000 Penalty: 76049.578125
Iteration 173Q: 36 clusters Score -6.596503e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 12999 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 11541 members 
Mstep: Class 5 contains 31081 members 
Mstep: Class 6 contains 127279 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 26320 members 
Mstep: Class 9 contains 8088 members 
Mstep: Class 10 contains 39400 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7188 members 
Mstep: Class 13 contains 11427 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169628 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4572 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24365 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 5774 members 
Mstep: Class 24 contains 17797 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13578 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23654 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965036.000000 Penalty: 76049.578125
Iteration 174Q: 36 clusters Score -6.596504e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 12999 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 11542 members 
Mstep: Class 5 contains 31082 members 
Mstep: Class 6 contains 127278 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 26324 members 
Mstep: Class 9 contains 8088 members 
Mstep: Class 10 contains 39399 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7188 members 
Mstep: Class 13 contains 11427 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169631 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4572 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24364 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 5775 members 
Mstep: Class 24 contains 17797 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13577 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23650 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964988.000000 Penalty: 76049.578125
Iteration 175Q: 36 clusters Score -6.596499e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 12999 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 11544 members 
Mstep: Class 5 contains 31084 members 
Mstep: Class 6 contains 127277 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 26332 members 
Mstep: Class 9 contains 8088 members 
Mstep: Class 10 contains 39397 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7188 members 
Mstep: Class 13 contains 11427 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169628 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4572 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24363 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 5773 members 
Mstep: Class 24 contains 17797 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13577 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23648 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965000.000000 Penalty: 76049.578125
Iteration 176Q: 36 clusters Score -6.5965e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 13000 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 11545 members 
Mstep: Class 5 contains 31084 members 
Mstep: Class 6 contains 127278 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 26345 members 
Mstep: Class 9 contains 8088 members 
Mstep: Class 10 contains 39396 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7188 members 
Mstep: Class 13 contains 11427 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169622 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4572 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24362 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 5766 members 
Mstep: Class 24 contains 17797 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13577 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23648 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965008.000000 Penalty: 76049.578125
Iteration 177Q: 36 clusters Score -6.596501e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 13000 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 11545 members 
Mstep: Class 5 contains 31084 members 
Mstep: Class 6 contains 127279 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 26357 members 
Mstep: Class 9 contains 8088 members 
Mstep: Class 10 contains 39396 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7188 members 
Mstep: Class 13 contains 11428 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169619 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4572 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24360 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 5760 members 
Mstep: Class 24 contains 17797 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13577 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23649 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965044.000000 Penalty: 76049.578125
Iteration 178Q: 36 clusters Score -6.596504e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 12998 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 11545 members 
Mstep: Class 5 contains 31084 members 
Mstep: Class 6 contains 127279 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 26369 members 
Mstep: Class 9 contains 8088 members 
Mstep: Class 10 contains 39396 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7188 members 
Mstep: Class 13 contains 11430 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169616 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4572 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24359 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 5751 members 
Mstep: Class 24 contains 17797 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13577 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23650 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965036.000000 Penalty: 76049.578125
Iteration 179Q: 36 clusters Score -6.596504e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 12998 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 11545 members 
Mstep: Class 5 contains 31084 members 
Mstep: Class 6 contains 127278 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 26376 members 
Mstep: Class 9 contains 8088 members 
Mstep: Class 10 contains 39396 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7188 members 
Mstep: Class 13 contains 11432 members 
Mstep: Class 14 contains 17796 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169615 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4573 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24359 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 5746 members 
Mstep: Class 24 contains 17797 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13577 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23650 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965036.000000 Penalty: 76049.578125
Iteration 180F: 36 clusters Score -6.596504e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 12999 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 11545 members 
Mstep: Class 5 contains 31084 members 
Mstep: Class 6 contains 127278 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 26379 members 
Mstep: Class 9 contains 8088 members 
Mstep: Class 10 contains 39396 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7188 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17794 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169616 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4573 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24359 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 5741 members 
Mstep: Class 24 contains 17797 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13577 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23650 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965044.000000 Penalty: 76049.578125
Iteration 181Q: 36 clusters Score -6.596504e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 12999 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 11545 members 
Mstep: Class 5 contains 31084 members 
Mstep: Class 6 contains 127277 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 26393 members 
Mstep: Class 9 contains 8088 members 
Mstep: Class 10 contains 39395 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7189 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17794 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169615 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4573 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24358 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 17797 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13577 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23648 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965036.000000 Penalty: 76049.578125
Iteration 182Q: 36 clusters Score -6.596504e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 13000 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 11546 members 
Mstep: Class 5 contains 31084 members 
Mstep: Class 6 contains 127277 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 26407 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39393 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7189 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17794 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169608 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4573 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24357 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 5727 members 
Mstep: Class 24 contains 17797 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13575 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23646 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964944.000000 Penalty: 76049.578125
Iteration 183Q: 36 clusters Score -6.596494e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 13000 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31084 members 
Mstep: Class 6 contains 127277 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26419 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39390 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7190 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17793 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169604 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24358 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 17796 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13575 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23646 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964920.000000 Penalty: 76049.578125
Iteration 184Q: 36 clusters Score -6.596492e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 12999 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31084 members 
Mstep: Class 6 contains 127277 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26430 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39389 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7191 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17793 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169601 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4575 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24357 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 5717 members 
Mstep: Class 24 contains 17796 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13575 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23645 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964948.000000 Penalty: 76049.578125
Iteration 185Q: 36 clusters Score -6.596495e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 12997 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31084 members 
Mstep: Class 6 contains 127277 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26439 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39388 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7190 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17793 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169601 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4575 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24357 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 5712 members 
Mstep: Class 24 contains 17796 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13578 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23644 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964916.000000 Penalty: 76049.578125
Iteration 186Q: 36 clusters Score -6.596492e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 12995 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31084 members 
Mstep: Class 6 contains 127277 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26449 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39389 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17793 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169598 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4575 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24357 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 5708 members 
Mstep: Class 24 contains 17796 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13578 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23644 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964956.000000 Penalty: 76049.578125
Iteration 187Q: 36 clusters Score -6.596496e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 12995 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127277 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26456 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39389 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11436 members 
Mstep: Class 14 contains 17792 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169592 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4575 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24357 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 5706 members 
Mstep: Class 24 contains 17796 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13578 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23644 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964956.000000 Penalty: 76049.578125
Iteration 188Q: 36 clusters Score -6.596496e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 12995 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127277 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26463 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39388 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11436 members 
Mstep: Class 14 contains 17792 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169586 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4575 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24357 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 5706 members 
Mstep: Class 24 contains 17796 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13579 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23644 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964964.000000 Penalty: 76049.578125
Iteration 189Q: 36 clusters Score -6.596496e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 12996 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127277 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26470 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39387 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11436 members 
Mstep: Class 14 contains 17792 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169583 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24357 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 5705 members 
Mstep: Class 24 contains 17796 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13579 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23644 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65964972.000000 Penalty: 76049.578125
Iteration 190Q: 36 clusters Score -6.596497e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 12998 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31084 members 
Mstep: Class 6 contains 127277 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26477 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39384 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11436 members 
Mstep: Class 14 contains 17792 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169583 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24357 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 5703 members 
Mstep: Class 24 contains 17796 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13580 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23644 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965012.000000 Penalty: 76049.578125
Iteration 191Q: 36 clusters Score -6.596501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 12999 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31084 members 
Mstep: Class 6 contains 127277 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26479 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39383 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11436 members 
Mstep: Class 14 contains 17792 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169583 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24357 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 5702 members 
Mstep: Class 24 contains 17796 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13580 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23644 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965048.000000 Penalty: 76049.578125
Iteration 192Q: 36 clusters Score -6.596505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 13000 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31084 members 
Mstep: Class 6 contains 127277 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26483 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39381 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11436 members 
Mstep: Class 14 contains 17792 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169582 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24357 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 5702 members 
Mstep: Class 24 contains 17796 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13581 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23644 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965032.000000 Penalty: 76049.578125
Iteration 193Q: 36 clusters Score -6.596503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 12998 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31084 members 
Mstep: Class 6 contains 127277 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26489 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39381 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11436 members 
Mstep: Class 14 contains 17792 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169580 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24356 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 5700 members 
Mstep: Class 24 contains 17796 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23645 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965028.000000 Penalty: 76049.578125
Iteration 194Q: 36 clusters Score -6.596503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 12997 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31084 members 
Mstep: Class 6 contains 127277 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26491 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39382 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11436 members 
Mstep: Class 14 contains 17792 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169580 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24355 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 17796 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23646 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965048.000000 Penalty: 76049.578125
Iteration 195Q: 36 clusters Score -6.596505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 12997 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127277 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26491 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39382 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11436 members 
Mstep: Class 14 contains 17794 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169580 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24352 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 17796 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23646 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965036.000000 Penalty: 76049.578125
Iteration 196Q: 36 clusters Score -6.596504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 12997 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127277 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26492 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39382 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17794 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169580 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24352 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 17796 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23646 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965044.000000 Penalty: 76049.578125
Iteration 197Q: 36 clusters Score -6.596504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 12997 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127277 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26493 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39382 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17794 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169580 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24352 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 5697 members 
Mstep: Class 24 contains 17796 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23646 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965032.000000 Penalty: 76049.578125
Iteration 198Q: 36 clusters Score -6.596503e+07 nChanged 3
Entering ConstructFrom: 
Score: -65965032.000000 Penalty: 76049.578125
Entering ConstructFrom: 
Trying to split cluster 1 (44976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Entering Unmasked Estep 
Score: -4442620.500000 Penalty: 1741.006226
	Iteration 0F: 2 clusters Score -4442620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -4412590.000000 Penalty: 3482.012451
	Iteration 0F: 3 clusters Score -4412590 nChanged 20948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -4424840.000000 Penalty: 3482.012451
	Iteration 1F: 3 clusters Score -4424840 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -4425693.000000 Penalty: 3482.012451
	Iteration 2Q: 3 clusters Score -4425693 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -4426713.000000 Penalty: 3482.012451
	Iteration 3F: 3 clusters Score -4426713 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -4428044.500000 Penalty: 3482.012451
	Iteration 4F: 3 clusters Score -4428044 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -4429770.500000 Penalty: 3482.012451
	Iteration 5F: 3 clusters Score -4429770 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -4431668.000000 Penalty: 3482.012451
	Iteration 6F: 3 clusters Score -4431668 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -4433463.000000 Penalty: 3482.012451
	Iteration 7F: 3 clusters Score -4433463 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -4434912.500000 Penalty: 3482.012451
	Iteration 8Q: 3 clusters Score -4434912 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -4435840.500000 Penalty: 3482.012451
	Iteration 9Q: 3 clusters Score -4435840 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -4436501.500000 Penalty: 3482.012451
	Iteration 10Q: 3 clusters Score -4436502 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -4436984.000000 Penalty: 3482.012451
	Iteration 11Q: 3 clusters Score -4436984 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -4437352.500000 Penalty: 3482.012451
	Iteration 12Q: 3 clusters Score -4437352 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -4437676.500000 Penalty: 3482.012451
	Iteration 13Q: 3 clusters Score -4437676 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -4438068.500000 Penalty: 3482.012451
	Iteration 14Q: 3 clusters Score -4438068 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -4438435.000000 Penalty: 3482.012451
	Iteration 15Q: 3 clusters Score -4438435 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -4438798.500000 Penalty: 3482.012451
	Iteration 16Q: 3 clusters Score -4438798 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -4439178.500000 Penalty: 3482.012451
	Iteration 17Q: 3 clusters Score -4439178 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -4439549.500000 Penalty: 3482.012451
	Iteration 18Q: 3 clusters Score -4439550 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -4439878.000000 Penalty: 3482.012451
	Iteration 19Q: 3 clusters Score -4439878 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -4440196.000000 Penalty: 3482.012451
	Iteration 20F: 3 clusters Score -4440196 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -4440445.500000 Penalty: 3482.012451
	Iteration 21Q: 3 clusters Score -4440446 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -4440710.500000 Penalty: 3482.012451
	Iteration 22Q: 3 clusters Score -4440710 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -4440937.000000 Penalty: 3482.012451
	Iteration 23Q: 3 clusters Score -4440937 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -4441163.500000 Penalty: 3482.012451
	Iteration 24Q: 3 clusters Score -4441164 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -4441319.000000 Penalty: 3482.012451
	Iteration 25Q: 3 clusters Score -4441319 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -4441443.500000 Penalty: 3482.012451
	Iteration 26Q: 3 clusters Score -4441444 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -4441544.500000 Penalty: 3482.012451
	Iteration 27Q: 3 clusters Score -4441544 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -4441652.500000 Penalty: 3482.012451
	Iteration 28Q: 3 clusters Score -4441652 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -4441745.000000 Penalty: 3482.012451
	Iteration 29Q: 3 clusters Score -4441745 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -4441785.000000 Penalty: 3482.012451
	Iteration 30Q: 3 clusters Score -4441785 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 44010 members 
Entering Unmasked Estep 
Score: -4441819.500000 Penalty: 3482.012451
	Iteration 31Q: 3 clusters Score -4441820 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -4441847.000000 Penalty: 3482.012451
	Iteration 32Q: 3 clusters Score -4441847 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -4441861.000000 Penalty: 3482.012451
	Iteration 33Q: 3 clusters Score -4441861 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -4441863.500000 Penalty: 3482.012451
	Iteration 34Q: 3 clusters Score -4441864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -4441872.500000 Penalty: 3482.012451
	Iteration 35Q: 3 clusters Score -4441872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -4441882.500000 Penalty: 3482.012451
	Iteration 36Q: 3 clusters Score -4441882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -4441891.500000 Penalty: 3482.012451
	Iteration 37Q: 3 clusters Score -4441892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -4441900.500000 Penalty: 3482.012451
	Iteration 38Q: 3 clusters Score -4441900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -4441904.000000 Penalty: 3482.012451
	Iteration 39Q: 3 clusters Score -4441904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -4441915.000000 Penalty: 3482.012451
	Iteration 40F: 3 clusters Score -4441915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -4441920.000000 Penalty: 3482.012451
	Iteration 41Q: 3 clusters Score -4441920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -4441920.500000 Penalty: 3482.012451
	Iteration 42Q: 3 clusters Score -4441920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -4441924.500000 Penalty: 3482.012451
	Iteration 43Q: 3 clusters Score -4441924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -4441926.500000 Penalty: 3482.012451
	Iteration 44Q: 3 clusters Score -4441926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -4441930.500000 Penalty: 3482.012451
	Iteration 45Q: 3 clusters Score -4441930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -4441931.000000 Penalty: 3482.012451
	Iteration 46Q: 3 clusters Score -4441931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -4441931.500000 Penalty: 3482.012451
	Iteration 47Q: 3 clusters Score -4441932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -4441932.500000 Penalty: 3482.012451
	Iteration 48Q: 3 clusters Score -4441932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -4441932.500000 Penalty: 3482.012451
	Iteration 49F: 3 clusters Score -4441932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Entering Unmasked Estep 
Score: -1353183.875000 Penalty: 1539.277100
	Iteration 0F: 2 clusters Score -1353184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1344142.750000 Penalty: 3078.554199
	Iteration 0F: 3 clusters Score -1344143 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1347151.625000 Penalty: 3078.554199
	Iteration 1F: 3 clusters Score -1347152 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1347457.250000 Penalty: 3078.554199
	Iteration 2F: 3 clusters Score -1347457 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1347851.875000 Penalty: 3078.554199
	Iteration 3F: 3 clusters Score -1347852 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1348410.000000 Penalty: 3078.554199
	Iteration 4F: 3 clusters Score -1348410 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1349156.750000 Penalty: 3078.554199
	Iteration 5F: 3 clusters Score -1349157 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1349958.500000 Penalty: 3078.554199
	Iteration 6F: 3 clusters Score -1349958 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1350669.375000 Penalty: 3078.554199
	Iteration 7F: 3 clusters Score -1350669 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1351242.125000 Penalty: 3078.554199
	Iteration 8Q: 3 clusters Score -1351242 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1351650.125000 Penalty: 3078.554199
	Iteration 9Q: 3 clusters Score -1351650 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1351922.375000 Penalty: 3078.554199
	Iteration 10Q: 3 clusters Score -1351922 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1352072.875000 Penalty: 3078.554199
	Iteration 11Q: 3 clusters Score -1352073 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1352173.000000 Penalty: 3078.554199
	Iteration 12Q: 3 clusters Score -1352173 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1352249.875000 Penalty: 3078.554199
	Iteration 13Q: 3 clusters Score -1352250 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1352295.875000 Penalty: 3078.554199
	Iteration 14Q: 3 clusters Score -1352296 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1352337.500000 Penalty: 3078.554199
	Iteration 15Q: 3 clusters Score -1352338 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1352361.500000 Penalty: 3078.554199
	Iteration 16Q: 3 clusters Score -1352362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1352373.125000 Penalty: 3078.554199
	Iteration 17Q: 3 clusters Score -1352373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1352378.500000 Penalty: 3078.554199
	Iteration 18Q: 3 clusters Score -1352378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1352384.625000 Penalty: 3078.554199
	Iteration 19Q: 3 clusters Score -1352385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1352389.750000 Penalty: 3078.554199
	Iteration 20F: 3 clusters Score -1352390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1352388.625000 Penalty: 3078.554199
	Iteration 21Q: 3 clusters Score -1352389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1352393.625000 Penalty: 3078.554199
	Iteration 22Q: 3 clusters Score -1352394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1352393.625000 Penalty: 3078.554199
	Iteration 23Q: 3 clusters Score -1352394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1352397.875000 Penalty: 3078.554199
	Iteration 24Q: 3 clusters Score -1352398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1352405.375000 Penalty: 3078.554199
	Iteration 25Q: 3 clusters Score -1352405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1352406.000000 Penalty: 3078.554199
	Iteration 26Q: 3 clusters Score -1352406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1352406.000000 Penalty: 3078.554199
	Iteration 27F: 3 clusters Score -1352406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Entering Unmasked Estep 
Score: -227015.078125 Penalty: 1262.111572
	Iteration 0F: 2 clusters Score -227015.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -224682.390625 Penalty: 2524.223145
	Iteration 0F: 3 clusters Score -224682.4 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -225216.640625 Penalty: 2524.223145
	Iteration 1F: 3 clusters Score -225216.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -225345.390625 Penalty: 2524.223145
	Iteration 2F: 3 clusters Score -225345.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -225416.468750 Penalty: 2524.223145
	Iteration 3Q: 3 clusters Score -225416.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -225471.750000 Penalty: 2524.223145
	Iteration 4Q: 3 clusters Score -225471.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -225522.531250 Penalty: 2524.223145
	Iteration 5Q: 3 clusters Score -225522.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -225566.921875 Penalty: 2524.223145
	Iteration 6Q: 3 clusters Score -225566.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -225608.328125 Penalty: 2524.223145
	Iteration 7Q: 3 clusters Score -225608.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -225648.765625 Penalty: 2524.223145
	Iteration 8Q: 3 clusters Score -225648.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -225678.687500 Penalty: 2524.223145
	Iteration 9Q: 3 clusters Score -225678.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -225707.265625 Penalty: 2524.223145
	Iteration 10Q: 3 clusters Score -225707.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -225733.250000 Penalty: 2524.223145
	Iteration 11Q: 3 clusters Score -225733.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -225748.187500 Penalty: 2524.223145
	Iteration 12Q: 3 clusters Score -225748.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -225758.109375 Penalty: 2524.223145
	Iteration 13Q: 3 clusters Score -225758.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -225767.015625 Penalty: 2524.223145
	Iteration 14Q: 3 clusters Score -225767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -225774.906250 Penalty: 2524.223145
	Iteration 15Q: 3 clusters Score -225774.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -225783.218750 Penalty: 2524.223145
	Iteration 16Q: 3 clusters Score -225783.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -225792.312500 Penalty: 2524.223145
	Iteration 17Q: 3 clusters Score -225792.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -225804.109375 Penalty: 2524.223145
	Iteration 18Q: 3 clusters Score -225804.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -225813.625000 Penalty: 2524.223145
	Iteration 19Q: 3 clusters Score -225813.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -225824.515625 Penalty: 2524.223145
	Iteration 20F: 3 clusters Score -225824.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -225833.171875 Penalty: 2524.223145
	Iteration 21Q: 3 clusters Score -225833.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -225835.812500 Penalty: 2524.223145
	Iteration 22Q: 3 clusters Score -225835.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -225838.453125 Penalty: 2524.223145
	Iteration 23Q: 3 clusters Score -225838.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -225842.328125 Penalty: 2524.223145
	Iteration 24Q: 3 clusters Score -225842.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -225845.562500 Penalty: 2524.223145
	Iteration 25Q: 3 clusters Score -225845.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -225849.875000 Penalty: 2524.223145
	Iteration 26Q: 3 clusters Score -225849.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -225852.703125 Penalty: 2524.223145
	Iteration 27Q: 3 clusters Score -225852.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -225857.218750 Penalty: 2524.223145
	Iteration 28Q: 3 clusters Score -225857.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -225862.093750 Penalty: 2524.223145
	Iteration 29Q: 3 clusters Score -225862.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -225867.062500 Penalty: 2524.223145
	Iteration 30Q: 3 clusters Score -225867.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -225872.468750 Penalty: 2524.223145
	Iteration 31Q: 3 clusters Score -225872.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -225875.359375 Penalty: 2524.223145
	Iteration 32Q: 3 clusters Score -225875.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -225877.250000 Penalty: 2524.223145
	Iteration 33Q: 3 clusters Score -225877.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -225879.640625 Penalty: 2524.223145
	Iteration 34Q: 3 clusters Score -225879.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -225884.234375 Penalty: 2524.223145
	Iteration 35Q: 3 clusters Score -225884.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -225889.062500 Penalty: 2524.223145
	Iteration 36Q: 3 clusters Score -225889.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -225893.171875 Penalty: 2524.223145
	Iteration 37Q: 3 clusters Score -225893.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -225896.703125 Penalty: 2524.223145
	Iteration 38Q: 3 clusters Score -225896.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -225899.281250 Penalty: 2524.223145
	Iteration 39Q: 3 clusters Score -225899.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -225901.765625 Penalty: 2524.223145
	Iteration 40F: 3 clusters Score -225901.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -225905.281250 Penalty: 2524.223145
	Iteration 41Q: 3 clusters Score -225905.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -225908.031250 Penalty: 2524.223145
	Iteration 42Q: 3 clusters Score -225908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -225910.093750 Penalty: 2524.223145
	Iteration 43Q: 3 clusters Score -225910.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -225911.453125 Penalty: 2524.223145
	Iteration 44Q: 3 clusters Score -225911.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -225913.828125 Penalty: 2524.223145
	Iteration 45Q: 3 clusters Score -225913.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -225916.000000 Penalty: 2524.223145
	Iteration 46Q: 3 clusters Score -225916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -225916.484375 Penalty: 2524.223145
	Iteration 47Q: 3 clusters Score -225916.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -225918.000000 Penalty: 2524.223145
	Iteration 48Q: 3 clusters Score -225918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -225919.453125 Penalty: 2524.223145
	Iteration 49Q: 3 clusters Score -225919.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -225922.265625 Penalty: 2524.223145
	Iteration 50Q: 3 clusters Score -225922.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -225926.093750 Penalty: 2524.223145
	Iteration 51Q: 3 clusters Score -225926.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -225929.015625 Penalty: 2524.223145
	Iteration 52Q: 3 clusters Score -225929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -225933.890625 Penalty: 2524.223145
	Iteration 53Q: 3 clusters Score -225933.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -225936.078125 Penalty: 2524.223145
	Iteration 54Q: 3 clusters Score -225936.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -225938.703125 Penalty: 2524.223145
	Iteration 55Q: 3 clusters Score -225938.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -225941.578125 Penalty: 2524.223145
	Iteration 56Q: 3 clusters Score -225941.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -225943.609375 Penalty: 2524.223145
	Iteration 57Q: 3 clusters Score -225943.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -225947.156250 Penalty: 2524.223145
	Iteration 58Q: 3 clusters Score -225947.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -225949.531250 Penalty: 2524.223145
	Iteration 59Q: 3 clusters Score -225949.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -225951.562500 Penalty: 2524.223145
	Iteration 60F: 3 clusters Score -225951.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -225954.015625 Penalty: 2524.223145
	Iteration 61Q: 3 clusters Score -225954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -225957.953125 Penalty: 2524.223145
	Iteration 62Q: 3 clusters Score -225958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -225962.312500 Penalty: 2524.223145
	Iteration 63Q: 3 clusters Score -225962.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -225965.531250 Penalty: 2524.223145
	Iteration 64Q: 3 clusters Score -225965.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -225967.750000 Penalty: 2524.223145
	Iteration 65Q: 3 clusters Score -225967.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -225968.171875 Penalty: 2524.223145
	Iteration 66Q: 3 clusters Score -225968.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -225969.203125 Penalty: 2524.223145
	Iteration 67Q: 3 clusters Score -225969.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -225971.031250 Penalty: 2524.223145
	Iteration 68Q: 3 clusters Score -225971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -225973.031250 Penalty: 2524.223145
	Iteration 69Q: 3 clusters Score -225973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -225979.953125 Penalty: 2524.223145
	Iteration 70Q: 3 clusters Score -225980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -225985.968750 Penalty: 2524.223145
	Iteration 71Q: 3 clusters Score -225986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -225986.359375 Penalty: 2524.223145
	Iteration 72Q: 3 clusters Score -225986.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -225986.437500 Penalty: 2524.223145
	Iteration 73Q: 3 clusters Score -225986.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -225986.812500 Penalty: 2524.223145
	Iteration 74Q: 3 clusters Score -225986.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -225987.765625 Penalty: 2524.223145
	Iteration 75Q: 3 clusters Score -225987.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -225989.281250 Penalty: 2524.223145
	Iteration 76Q: 3 clusters Score -225989.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -225990.375000 Penalty: 2524.223145
	Iteration 77Q: 3 clusters Score -225990.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -225993.437500 Penalty: 2524.223145
	Iteration 78Q: 3 clusters Score -225993.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -225996.515625 Penalty: 2524.223145
	Iteration 79Q: 3 clusters Score -225996.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -225997.625000 Penalty: 2524.223145
	Iteration 80F: 3 clusters Score -225997.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -225999.390625 Penalty: 2524.223145
	Iteration 81Q: 3 clusters Score -225999.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -226001.078125 Penalty: 2524.223145
	Iteration 82Q: 3 clusters Score -226001.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -226002.796875 Penalty: 2524.223145
	Iteration 83Q: 3 clusters Score -226002.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -226003.187500 Penalty: 2524.223145
	Iteration 84Q: 3 clusters Score -226003.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -226003.968750 Penalty: 2524.223145
	Iteration 85Q: 3 clusters Score -226004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -226003.968750 Penalty: 2524.223145
	Iteration 86F: 3 clusters Score -226004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Entering Unmasked Estep 
Score: -1222280.125000 Penalty: 1520.068359
	Iteration 0F: 2 clusters Score -1222280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1214176.000000 Penalty: 3040.136719
	Iteration 0F: 3 clusters Score -1214176 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1216801.500000 Penalty: 3040.136719
	Iteration 1F: 3 clusters Score -1216802 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1217132.750000 Penalty: 3040.136719
	Iteration 2F: 3 clusters Score -1217133 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1217416.625000 Penalty: 3040.136719
	Iteration 3F: 3 clusters Score -1217417 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1217731.750000 Penalty: 3040.136719
	Iteration 4F: 3 clusters Score -1217732 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1218111.750000 Penalty: 3040.136719
	Iteration 5F: 3 clusters Score -1218112 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1218611.750000 Penalty: 3040.136719
	Iteration 6F: 3 clusters Score -1218612 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1219188.125000 Penalty: 3040.136719
	Iteration 7F: 3 clusters Score -1219188 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1219790.750000 Penalty: 3040.136719
	Iteration 8F: 3 clusters Score -1219791 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1220300.500000 Penalty: 3040.136719
	Iteration 9F: 3 clusters Score -1220300 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1220619.125000 Penalty: 3040.136719
	Iteration 10Q: 3 clusters Score -1220619 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1220844.750000 Penalty: 3040.136719
	Iteration 11Q: 3 clusters Score -1220845 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1220990.750000 Penalty: 3040.136719
	Iteration 12Q: 3 clusters Score -1220991 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1221107.000000 Penalty: 3040.136719
	Iteration 13Q: 3 clusters Score -1221107 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1221202.000000 Penalty: 3040.136719
	Iteration 14Q: 3 clusters Score -1221202 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1221303.750000 Penalty: 3040.136719
	Iteration 15Q: 3 clusters Score -1221304 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1221391.000000 Penalty: 3040.136719
	Iteration 16Q: 3 clusters Score -1221391 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1221432.875000 Penalty: 3040.136719
	Iteration 17Q: 3 clusters Score -1221433 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1221449.000000 Penalty: 3040.136719
	Iteration 18Q: 3 clusters Score -1221449 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1221457.875000 Penalty: 3040.136719
	Iteration 19Q: 3 clusters Score -1221458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1221466.000000 Penalty: 3040.136719
	Iteration 20F: 3 clusters Score -1221466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1221467.500000 Penalty: 3040.136719
	Iteration 21Q: 3 clusters Score -1221468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1221467.250000 Penalty: 3040.136719
	Iteration 22Q: 3 clusters Score -1221467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1221465.625000 Penalty: 3040.136719
	Iteration 23Q: 3 clusters Score -1221466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1221468.750000 Penalty: 3040.136719
	Iteration 24Q: 3 clusters Score -1221469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1221469.250000 Penalty: 3040.136719
	Iteration 25Q: 3 clusters Score -1221469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1221471.750000 Penalty: 3040.136719
	Iteration 26Q: 3 clusters Score -1221472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1221475.625000 Penalty: 3040.136719
	Iteration 27Q: 3 clusters Score -1221476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1221474.000000 Penalty: 3040.136719
	Iteration 28Q: 3 clusters Score -1221474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1221477.000000 Penalty: 3040.136719
	Iteration 29Q: 3 clusters Score -1221477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1221478.250000 Penalty: 3040.136719
	Iteration 30Q: 3 clusters Score -1221478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1221478.375000 Penalty: 3040.136719
	Iteration 31Q: 3 clusters Score -1221478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1221481.000000 Penalty: 3040.136719
	Iteration 32Q: 3 clusters Score -1221481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1221484.000000 Penalty: 3040.136719
	Iteration 33Q: 3 clusters Score -1221484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1221484.500000 Penalty: 3040.136719
	Iteration 34Q: 3 clusters Score -1221484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1221485.250000 Penalty: 3040.136719
	Iteration 35Q: 3 clusters Score -1221485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1221486.125000 Penalty: 3040.136719
	Iteration 36Q: 3 clusters Score -1221486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1221489.375000 Penalty: 3040.136719
	Iteration 37Q: 3 clusters Score -1221489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1221489.625000 Penalty: 3040.136719
	Iteration 38Q: 3 clusters Score -1221490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1221489.250000 Penalty: 3040.136719
	Iteration 39Q: 3 clusters Score -1221489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1221489.750000 Penalty: 3040.136719
	Iteration 40F: 3 clusters Score -1221490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Entering Unmasked Estep 
Score: -3304983.000000 Penalty: 1680.978027
	Iteration 0F: 2 clusters Score -3304983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -3284075.250000 Penalty: 3361.956055
	Iteration 0F: 3 clusters Score -3284075 nChanged 14312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -3292067.750000 Penalty: 3361.956055
	Iteration 1F: 3 clusters Score -3292068 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -3292566.750000 Penalty: 3361.956055
	Iteration 2Q: 3 clusters Score -3292567 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -3293175.500000 Penalty: 3361.956055
	Iteration 3Q: 3 clusters Score -3293176 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -3293847.500000 Penalty: 3361.956055
	Iteration 4F: 3 clusters Score -3293848 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -3294681.750000 Penalty: 3361.956055
	Iteration 5F: 3 clusters Score -3294682 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -3295764.000000 Penalty: 3361.956055
	Iteration 6F: 3 clusters Score -3295764 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -3297168.500000 Penalty: 3361.956055
	Iteration 7F: 3 clusters Score -3297168 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3298697.500000 Penalty: 3361.956055
	Iteration 8F: 3 clusters Score -3298698 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -3300213.000000 Penalty: 3361.956055
	Iteration 9F: 3 clusters Score -3300213 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -3301469.750000 Penalty: 3361.956055
	Iteration 10Q: 3 clusters Score -3301470 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -3302309.250000 Penalty: 3361.956055
	Iteration 11Q: 3 clusters Score -3302309 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -3302924.250000 Penalty: 3361.956055
	Iteration 12Q: 3 clusters Score -3302924 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -3303278.500000 Penalty: 3361.956055
	Iteration 13Q: 3 clusters Score -3303278 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -3303503.250000 Penalty: 3361.956055
	Iteration 14Q: 3 clusters Score -3303503 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -3303646.750000 Penalty: 3361.956055
	Iteration 15Q: 3 clusters Score -3303647 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -3303747.000000 Penalty: 3361.956055
	Iteration 16Q: 3 clusters Score -3303747 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -3303805.250000 Penalty: 3361.956055
	Iteration 17Q: 3 clusters Score -3303805 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -3303841.750000 Penalty: 3361.956055
	Iteration 18Q: 3 clusters Score -3303842 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -3303871.250000 Penalty: 3361.956055
	Iteration 19Q: 3 clusters Score -3303871 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -3303898.250000 Penalty: 3361.956055
	Iteration 20F: 3 clusters Score -3303898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -3303911.750000 Penalty: 3361.956055
	Iteration 21Q: 3 clusters Score -3303912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -3303914.250000 Penalty: 3361.956055
	Iteration 22Q: 3 clusters Score -3303914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -3303923.500000 Penalty: 3361.956055
	Iteration 23Q: 3 clusters Score -3303924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -3303936.000000 Penalty: 3361.956055
	Iteration 24Q: 3 clusters Score -3303936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -3303944.500000 Penalty: 3361.956055
	Iteration 25Q: 3 clusters Score -3303944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -3303958.250000 Penalty: 3361.956055
	Iteration 26Q: 3 clusters Score -3303958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -3303967.750000 Penalty: 3361.956055
	Iteration 27Q: 3 clusters Score -3303968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -3303978.000000 Penalty: 3361.956055
	Iteration 28Q: 3 clusters Score -3303978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -3303992.500000 Penalty: 3361.956055
	Iteration 29Q: 3 clusters Score -3303992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -3303996.000000 Penalty: 3361.956055
	Iteration 30Q: 3 clusters Score -3303996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -3303997.000000 Penalty: 3361.956055
	Iteration 31Q: 3 clusters Score -3303997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -3303996.250000 Penalty: 3361.956055
	Iteration 32Q: 3 clusters Score -3303996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -3304000.500000 Penalty: 3361.956055
	Iteration 33Q: 3 clusters Score -3304000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -3304001.500000 Penalty: 3361.956055
	Iteration 34Q: 3 clusters Score -3304002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -3304001.750000 Penalty: 3361.956055
	Iteration 35Q: 3 clusters Score -3304002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -3304001.750000 Penalty: 3361.956055
	Iteration 36F: 3 clusters Score -3304002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (127277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127277 members 
Entering Unmasked Estep 
Score: -13671244.000000 Penalty: 1910.044678
	Iteration 0F: 2 clusters Score -1.367124e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63627 members 
Mstep: Class 2 contains 63650 members 
Entering Unmasked Estep 
Score: -13586074.000000 Penalty: 3820.089355
	Iteration 0F: 3 clusters Score -1.358607e+07 nChanged 61290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Mstep: Class 2 contains 63444 members 
Entering Unmasked Estep 
Score: -13621444.000000 Penalty: 3820.089355
	Iteration 1F: 3 clusters Score -1.362144e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64476 members 
Mstep: Class 2 contains 62801 members 
Entering Unmasked Estep 
Score: -13622085.000000 Penalty: 3820.089355
	Iteration 2Q: 3 clusters Score -1.362208e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65500 members 
Mstep: Class 2 contains 61777 members 
Entering Unmasked Estep 
Score: -13622728.000000 Penalty: 3820.089355
	Iteration 3Q: 3 clusters Score -1.362273e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67101 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -13623744.000000 Penalty: 3820.089355
	Iteration 4Q: 3 clusters Score -1.362374e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69596 members 
Mstep: Class 2 contains 57681 members 
Entering Unmasked Estep 
Score: -13625200.000000 Penalty: 3820.089355
	Iteration 5Q: 3 clusters Score -1.36252e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73337 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
Score: -13627882.000000 Penalty: 3820.089355
	Iteration 6Q: 3 clusters Score -1.362788e+07 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78642 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -13631915.000000 Penalty: 3820.089355
	Iteration 7F: 3 clusters Score -1.363192e+07 nChanged 8848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85582 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -13637338.000000 Penalty: 3820.089355
	Iteration 8F: 3 clusters Score -1.363734e+07 nChanged 9502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93840 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -13644082.000000 Penalty: 3820.089355
	Iteration 9F: 3 clusters Score -1.364408e+07 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102070 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -13650627.000000 Penalty: 3820.089355
	Iteration 10F: 3 clusters Score -1.365063e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109207 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -13656422.000000 Penalty: 3820.089355
	Iteration 11F: 3 clusters Score -1.365642e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114695 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -13660941.000000 Penalty: 3820.089355
	Iteration 12Q: 3 clusters Score -1.366094e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118626 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -13664103.000000 Penalty: 3820.089355
	Iteration 13Q: 3 clusters Score -1.36641e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121364 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -13666306.000000 Penalty: 3820.089355
	Iteration 14Q: 3 clusters Score -1.366631e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123095 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -13667959.000000 Penalty: 3820.089355
	Iteration 15Q: 3 clusters Score -1.366796e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124068 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -13668987.000000 Penalty: 3820.089355
	Iteration 16Q: 3 clusters Score -1.366899e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124579 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -13669496.000000 Penalty: 3820.089355
	Iteration 17Q: 3 clusters Score -1.36695e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124894 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -13669746.000000 Penalty: 3820.089355
	Iteration 18Q: 3 clusters Score -1.366975e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125111 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -13669920.000000 Penalty: 3820.089355
	Iteration 19Q: 3 clusters Score -1.366992e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125281 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -13670035.000000 Penalty: 3820.089355
	Iteration 20F: 3 clusters Score -1.367004e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125408 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -13670080.000000 Penalty: 3820.089355
	Iteration 21Q: 3 clusters Score -1.367008e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125503 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -13670116.000000 Penalty: 3820.089355
	Iteration 22Q: 3 clusters Score -1.367012e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125583 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -13670136.000000 Penalty: 3820.089355
	Iteration 23Q: 3 clusters Score -1.367014e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125638 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -13670148.000000 Penalty: 3820.089355
	Iteration 24Q: 3 clusters Score -1.367015e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125686 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -13670154.000000 Penalty: 3820.089355
	Iteration 25Q: 3 clusters Score -1.367015e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125723 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -13670165.000000 Penalty: 3820.089355
	Iteration 26Q: 3 clusters Score -1.367016e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125766 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -13670171.000000 Penalty: 3820.089355
	Iteration 27Q: 3 clusters Score -1.367017e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125806 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -13670178.000000 Penalty: 3820.089355
	Iteration 28Q: 3 clusters Score -1.367018e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125842 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -13670188.000000 Penalty: 3820.089355
	Iteration 29Q: 3 clusters Score -1.367019e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125867 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -13670187.000000 Penalty: 3820.089355
	Iteration 30Q: 3 clusters Score -1.367019e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125883 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -13670209.000000 Penalty: 3820.089355
	Iteration 31Q: 3 clusters Score -1.367021e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125902 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -13670216.000000 Penalty: 3820.089355
	Iteration 32Q: 3 clusters Score -1.367022e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125914 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -13670219.000000 Penalty: 3820.089355
	Iteration 33Q: 3 clusters Score -1.367022e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125922 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -13670235.000000 Penalty: 3820.089355
	Iteration 34Q: 3 clusters Score -1.367024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125928 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -13670244.000000 Penalty: 3820.089355
	Iteration 35Q: 3 clusters Score -1.367024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125931 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -13670241.000000 Penalty: 3820.089355
	Iteration 36Q: 3 clusters Score -1.367024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125934 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -13670245.000000 Penalty: 3820.089355
	Iteration 37Q: 3 clusters Score -1.367024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125936 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -13670238.000000 Penalty: 3820.089355
	Iteration 38Q: 3 clusters Score -1.367024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125936 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -13670238.000000 Penalty: 3820.089355
	Iteration 39F: 3 clusters Score -1.367024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Entering Unmasked Estep 
Score: -436519.218750 Penalty: 1357.405029
	Iteration 0F: 2 clusters Score -436519.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -433031.281250 Penalty: 2714.810059
	Iteration 0F: 3 clusters Score -433031.3 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -433952.906250 Penalty: 2714.810059
	Iteration 1F: 3 clusters Score -433952.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -434171.531250 Penalty: 2714.810059
	Iteration 2F: 3 clusters Score -434171.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -434330.312500 Penalty: 2714.810059
	Iteration 3F: 3 clusters Score -434330.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -434507.625000 Penalty: 2714.810059
	Iteration 4F: 3 clusters Score -434507.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -434690.968750 Penalty: 2714.810059
	Iteration 5F: 3 clusters Score -434691 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -434846.781250 Penalty: 2714.810059
	Iteration 6Q: 3 clusters Score -434846.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -434983.906250 Penalty: 2714.810059
	Iteration 7Q: 3 clusters Score -434983.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -435078.343750 Penalty: 2714.810059
	Iteration 8Q: 3 clusters Score -435078.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -435148.312500 Penalty: 2714.810059
	Iteration 9Q: 3 clusters Score -435148.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -435207.125000 Penalty: 2714.810059
	Iteration 10Q: 3 clusters Score -435207.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -435252.843750 Penalty: 2714.810059
	Iteration 11Q: 3 clusters Score -435252.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -435281.312500 Penalty: 2714.810059
	Iteration 12Q: 3 clusters Score -435281.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -435303.406250 Penalty: 2714.810059
	Iteration 13Q: 3 clusters Score -435303.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -435322.468750 Penalty: 2714.810059
	Iteration 14Q: 3 clusters Score -435322.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -435337.531250 Penalty: 2714.810059
	Iteration 15Q: 3 clusters Score -435337.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -435349.343750 Penalty: 2714.810059
	Iteration 16Q: 3 clusters Score -435349.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -435361.500000 Penalty: 2714.810059
	Iteration 17Q: 3 clusters Score -435361.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -435375.687500 Penalty: 2714.810059
	Iteration 18Q: 3 clusters Score -435375.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -435386.375000 Penalty: 2714.810059
	Iteration 19Q: 3 clusters Score -435386.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -435395.625000 Penalty: 2714.810059
	Iteration 20F: 3 clusters Score -435395.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -435403.875000 Penalty: 2714.810059
	Iteration 21Q: 3 clusters Score -435403.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -435408.093750 Penalty: 2714.810059
	Iteration 22Q: 3 clusters Score -435408.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -435412.218750 Penalty: 2714.810059
	Iteration 23Q: 3 clusters Score -435412.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -435417.812500 Penalty: 2714.810059
	Iteration 24Q: 3 clusters Score -435417.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -435420.812500 Penalty: 2714.810059
	Iteration 25Q: 3 clusters Score -435420.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -435423.437500 Penalty: 2714.810059
	Iteration 26Q: 3 clusters Score -435423.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -435428.000000 Penalty: 2714.810059
	Iteration 27Q: 3 clusters Score -435428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -435435.000000 Penalty: 2714.810059
	Iteration 28Q: 3 clusters Score -435435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -435438.562500 Penalty: 2714.810059
	Iteration 29Q: 3 clusters Score -435438.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -435440.156250 Penalty: 2714.810059
	Iteration 30Q: 3 clusters Score -435440.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -435442.625000 Penalty: 2714.810059
	Iteration 31Q: 3 clusters Score -435442.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -435445.468750 Penalty: 2714.810059
	Iteration 32Q: 3 clusters Score -435445.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -435448.406250 Penalty: 2714.810059
	Iteration 33Q: 3 clusters Score -435448.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -435455.656250 Penalty: 2714.810059
	Iteration 34Q: 3 clusters Score -435455.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -435463.062500 Penalty: 2714.810059
	Iteration 35Q: 3 clusters Score -435463.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -435472.312500 Penalty: 2714.810059
	Iteration 36Q: 3 clusters Score -435472.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -435487.000000 Penalty: 2714.810059
	Iteration 37Q: 3 clusters Score -435487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -435495.406250 Penalty: 2714.810059
	Iteration 38Q: 3 clusters Score -435495.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -435502.312500 Penalty: 2714.810059
	Iteration 39Q: 3 clusters Score -435502.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -435511.406250 Penalty: 2714.810059
	Iteration 40F: 3 clusters Score -435511.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -435521.437500 Penalty: 2714.810059
	Iteration 41Q: 3 clusters Score -435521.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -435525.062500 Penalty: 2714.810059
	Iteration 42Q: 3 clusters Score -435525.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -435525.562500 Penalty: 2714.810059
	Iteration 43Q: 3 clusters Score -435525.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -435528.343750 Penalty: 2714.810059
	Iteration 44Q: 3 clusters Score -435528.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -435528.375000 Penalty: 2714.810059
	Iteration 45Q: 3 clusters Score -435528.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -435529.000000 Penalty: 2714.810059
	Iteration 46Q: 3 clusters Score -435529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -435530.031250 Penalty: 2714.810059
	Iteration 47Q: 3 clusters Score -435530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -435529.718750 Penalty: 2714.810059
	Iteration 48Q: 3 clusters Score -435529.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -435530.562500 Penalty: 2714.810059
	Iteration 49Q: 3 clusters Score -435530.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -435531.937500 Penalty: 2714.810059
	Iteration 50Q: 3 clusters Score -435531.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -435533.437500 Penalty: 2714.810059
	Iteration 51Q: 3 clusters Score -435533.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -435534.593750 Penalty: 2714.810059
	Iteration 52Q: 3 clusters Score -435534.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -435535.031250 Penalty: 2714.810059
	Iteration 53Q: 3 clusters Score -435535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -435536.843750 Penalty: 2714.810059
	Iteration 54Q: 3 clusters Score -435536.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -435537.218750 Penalty: 2714.810059
	Iteration 55Q: 3 clusters Score -435537.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -435539.187500 Penalty: 2714.810059
	Iteration 56Q: 3 clusters Score -435539.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -435542.625000 Penalty: 2714.810059
	Iteration 57Q: 3 clusters Score -435542.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -435545.500000 Penalty: 2714.810059
	Iteration 58Q: 3 clusters Score -435545.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -435551.093750 Penalty: 2714.810059
	Iteration 59Q: 3 clusters Score -435551.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -435554.375000 Penalty: 2714.810059
	Iteration 60F: 3 clusters Score -435554.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -435557.687500 Penalty: 2714.810059
	Iteration 61Q: 3 clusters Score -435557.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -435559.187500 Penalty: 2714.810059
	Iteration 62Q: 3 clusters Score -435559.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -435559.281250 Penalty: 2714.810059
	Iteration 63Q: 3 clusters Score -435559.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -435562.281250 Penalty: 2714.810059
	Iteration 64Q: 3 clusters Score -435562.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -435563.031250 Penalty: 2714.810059
	Iteration 65Q: 3 clusters Score -435563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -435565.906250 Penalty: 2714.810059
	Iteration 66Q: 3 clusters Score -435565.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -435567.062500 Penalty: 2714.810059
	Iteration 67Q: 3 clusters Score -435567.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -435567.937500 Penalty: 2714.810059
	Iteration 68Q: 3 clusters Score -435567.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -435569.468750 Penalty: 2714.810059
	Iteration 69Q: 3 clusters Score -435569.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -435570.156250 Penalty: 2714.810059
	Iteration 70Q: 3 clusters Score -435570.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -435571.062500 Penalty: 2714.810059
	Iteration 71Q: 3 clusters Score -435571.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -435573.593750 Penalty: 2714.810059
	Iteration 72Q: 3 clusters Score -435573.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -435576.531250 Penalty: 2714.810059
	Iteration 73Q: 3 clusters Score -435576.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -435577.718750 Penalty: 2714.810059
	Iteration 74Q: 3 clusters Score -435577.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -435578.281250 Penalty: 2714.810059
	Iteration 75Q: 3 clusters Score -435578.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -435578.843750 Penalty: 2714.810059
	Iteration 76Q: 3 clusters Score -435578.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -435580.031250 Penalty: 2714.810059
	Iteration 77Q: 3 clusters Score -435580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -435581.062500 Penalty: 2714.810059
	Iteration 78Q: 3 clusters Score -435581.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -435581.031250 Penalty: 2714.810059
	Iteration 79Q: 3 clusters Score -435581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -435581.187500 Penalty: 2714.810059
	Iteration 80F: 3 clusters Score -435581.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -435581.843750 Penalty: 2714.810059
	Iteration 81Q: 3 clusters Score -435581.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -435581.843750 Penalty: 2714.810059
	Iteration 82F: 3 clusters Score -435581.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Entering Unmasked Estep 
Score: -2833780.750000 Penalty: 1655.021606
	Iteration 0F: 2 clusters Score -2833781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2815972.500000 Penalty: 3310.043213
	Iteration 0F: 3 clusters Score -2815972 nChanged 12019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2822700.250000 Penalty: 3310.043213
	Iteration 1F: 3 clusters Score -2822700 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2823122.250000 Penalty: 3310.043213
	Iteration 2Q: 3 clusters Score -2823122 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2823514.000000 Penalty: 3310.043213
	Iteration 3Q: 3 clusters Score -2823514 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2823886.000000 Penalty: 3310.043213
	Iteration 4Q: 3 clusters Score -2823886 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2824397.000000 Penalty: 3310.043213
	Iteration 5Q: 3 clusters Score -2824397 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2825036.250000 Penalty: 3310.043213
	Iteration 6Q: 3 clusters Score -2825036 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -2825789.500000 Penalty: 3310.043213
	Iteration 7F: 3 clusters Score -2825790 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2826672.500000 Penalty: 3310.043213
	Iteration 8F: 3 clusters Score -2826672 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2827650.000000 Penalty: 3310.043213
	Iteration 9F: 3 clusters Score -2827650 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -2828696.500000 Penalty: 3310.043213
	Iteration 10F: 3 clusters Score -2828696 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -2829782.500000 Penalty: 3310.043213
	Iteration 11Q: 3 clusters Score -2829782 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -2830725.000000 Penalty: 3310.043213
	Iteration 12Q: 3 clusters Score -2830725 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -2831392.000000 Penalty: 3310.043213
	Iteration 13Q: 3 clusters Score -2831392 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -2831807.750000 Penalty: 3310.043213
	Iteration 14Q: 3 clusters Score -2831808 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -2832045.000000 Penalty: 3310.043213
	Iteration 15Q: 3 clusters Score -2832045 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -2832169.500000 Penalty: 3310.043213
	Iteration 16Q: 3 clusters Score -2832170 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -2832255.750000 Penalty: 3310.043213
	Iteration 17Q: 3 clusters Score -2832256 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -2832289.500000 Penalty: 3310.043213
	Iteration 18Q: 3 clusters Score -2832290 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -2832339.250000 Penalty: 3310.043213
	Iteration 19Q: 3 clusters Score -2832339 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -2832341.250000 Penalty: 3310.043213
	Iteration 20F: 3 clusters Score -2832341 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -2832373.750000 Penalty: 3310.043213
	Iteration 21Q: 3 clusters Score -2832374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -2832394.750000 Penalty: 3310.043213
	Iteration 22Q: 3 clusters Score -2832395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -2832400.750000 Penalty: 3310.043213
	Iteration 23Q: 3 clusters Score -2832401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -2832409.500000 Penalty: 3310.043213
	Iteration 24Q: 3 clusters Score -2832410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -2832415.750000 Penalty: 3310.043213
	Iteration 25Q: 3 clusters Score -2832416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -2832422.000000 Penalty: 3310.043213
	Iteration 26Q: 3 clusters Score -2832422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -2832428.000000 Penalty: 3310.043213
	Iteration 27Q: 3 clusters Score -2832428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -2832428.500000 Penalty: 3310.043213
	Iteration 28Q: 3 clusters Score -2832428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -2832424.750000 Penalty: 3310.043213
	Iteration 29Q: 3 clusters Score -2832425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -2832428.750000 Penalty: 3310.043213
	Iteration 30Q: 3 clusters Score -2832429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -2832431.500000 Penalty: 3310.043213
	Iteration 31Q: 3 clusters Score -2832432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -2832437.500000 Penalty: 3310.043213
	Iteration 32Q: 3 clusters Score -2832438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -2832436.000000 Penalty: 3310.043213
	Iteration 33Q: 3 clusters Score -2832436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -2832439.250000 Penalty: 3310.043213
	Iteration 34Q: 3 clusters Score -2832439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -2832439.000000 Penalty: 3310.043213
	Iteration 35Q: 3 clusters Score -2832439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -2832441.250000 Penalty: 3310.043213
	Iteration 36Q: 3 clusters Score -2832441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -2832439.750000 Penalty: 3310.043213
	Iteration 37Q: 3 clusters Score -2832440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -2832445.250000 Penalty: 3310.043213
	Iteration 38Q: 3 clusters Score -2832445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -2832445.250000 Penalty: 3310.043213
	Iteration 39F: 3 clusters Score -2832445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Entering Unmasked Estep 
Score: -851987.812500 Penalty: 1462.177246
	Iteration 0F: 2 clusters Score -851987.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -846036.062500 Penalty: 2924.354492
	Iteration 0F: 3 clusters Score -846036.1 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -847887.500000 Penalty: 2924.354492
	Iteration 1F: 3 clusters Score -847887.5 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -848175.625000 Penalty: 2924.354492
	Iteration 2F: 3 clusters Score -848175.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -848426.437500 Penalty: 2924.354492
	Iteration 3F: 3 clusters Score -848426.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -848651.875000 Penalty: 2924.354492
	Iteration 4F: 3 clusters Score -848651.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -848885.750000 Penalty: 2924.354492
	Iteration 5F: 3 clusters Score -848885.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -849115.750000 Penalty: 2924.354492
	Iteration 6Q: 3 clusters Score -849115.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -849381.312500 Penalty: 2924.354492
	Iteration 7Q: 3 clusters Score -849381.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -849637.750000 Penalty: 2924.354492
	Iteration 8Q: 3 clusters Score -849637.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -849897.125000 Penalty: 2924.354492
	Iteration 9Q: 3 clusters Score -849897.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -850154.312500 Penalty: 2924.354492
	Iteration 10Q: 3 clusters Score -850154.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -850344.187500 Penalty: 2924.354492
	Iteration 11Q: 3 clusters Score -850344.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -850479.437500 Penalty: 2924.354492
	Iteration 12Q: 3 clusters Score -850479.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -850580.812500 Penalty: 2924.354492
	Iteration 13Q: 3 clusters Score -850580.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -850655.750000 Penalty: 2924.354492
	Iteration 14Q: 3 clusters Score -850655.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -850697.625000 Penalty: 2924.354492
	Iteration 15Q: 3 clusters Score -850697.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -850721.625000 Penalty: 2924.354492
	Iteration 16Q: 3 clusters Score -850721.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -850739.625000 Penalty: 2924.354492
	Iteration 17Q: 3 clusters Score -850739.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -850760.187500 Penalty: 2924.354492
	Iteration 18Q: 3 clusters Score -850760.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -850777.250000 Penalty: 2924.354492
	Iteration 19Q: 3 clusters Score -850777.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -850786.812500 Penalty: 2924.354492
	Iteration 20F: 3 clusters Score -850786.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -850792.375000 Penalty: 2924.354492
	Iteration 21Q: 3 clusters Score -850792.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -850796.312500 Penalty: 2924.354492
	Iteration 22Q: 3 clusters Score -850796.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -850801.500000 Penalty: 2924.354492
	Iteration 23Q: 3 clusters Score -850801.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -850809.187500 Penalty: 2924.354492
	Iteration 24Q: 3 clusters Score -850809.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -850813.125000 Penalty: 2924.354492
	Iteration 25Q: 3 clusters Score -850813.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -850817.562500 Penalty: 2924.354492
	Iteration 26Q: 3 clusters Score -850817.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -850821.812500 Penalty: 2924.354492
	Iteration 27Q: 3 clusters Score -850821.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -850823.750000 Penalty: 2924.354492
	Iteration 28Q: 3 clusters Score -850823.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -850825.250000 Penalty: 2924.354492
	Iteration 29Q: 3 clusters Score -850825.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -850826.375000 Penalty: 2924.354492
	Iteration 30Q: 3 clusters Score -850826.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -850828.375000 Penalty: 2924.354492
	Iteration 31Q: 3 clusters Score -850828.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -850827.562500 Penalty: 2924.354492
	Iteration 32Q: 3 clusters Score -850827.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -850829.625000 Penalty: 2924.354492
	Iteration 33Q: 3 clusters Score -850829.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -850831.062500 Penalty: 2924.354492
	Iteration 34Q: 3 clusters Score -850831.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -850831.062500 Penalty: 2924.354492
	Iteration 35F: 3 clusters Score -850831.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Entering Unmasked Estep 
Score: -4123774.500000 Penalty: 1719.422974
	Iteration 0F: 2 clusters Score -4123774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -4097074.500000 Penalty: 3438.845947
	Iteration 0F: 3 clusters Score -4097074 nChanged 18437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -4107689.250000 Penalty: 3438.845947
	Iteration 1F: 3 clusters Score -4107689 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -4108568.000000 Penalty: 3438.845947
	Iteration 2F: 3 clusters Score -4108568 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -4109899.750000 Penalty: 3438.845947
	Iteration 3F: 3 clusters Score -4109900 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -4111809.750000 Penalty: 3438.845947
	Iteration 4F: 3 clusters Score -4111810 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -4113887.500000 Penalty: 3438.845947
	Iteration 5F: 3 clusters Score -4113888 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -4116045.250000 Penalty: 3438.845947
	Iteration 6F: 3 clusters Score -4116045 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -4117800.750000 Penalty: 3438.845947
	Iteration 7F: 3 clusters Score -4117801 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -4119069.500000 Penalty: 3438.845947
	Iteration 8Q: 3 clusters Score -4119070 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -4119929.500000 Penalty: 3438.845947
	Iteration 9Q: 3 clusters Score -4119930 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -4120708.000000 Penalty: 3438.845947
	Iteration 10Q: 3 clusters Score -4120708 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -4121499.750000 Penalty: 3438.845947
	Iteration 11Q: 3 clusters Score -4121500 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -4122175.000000 Penalty: 3438.845947
	Iteration 12Q: 3 clusters Score -4122175 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -4122571.750000 Penalty: 3438.845947
	Iteration 13Q: 3 clusters Score -4122572 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -4122776.250000 Penalty: 3438.845947
	Iteration 14Q: 3 clusters Score -4122776 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -4122902.750000 Penalty: 3438.845947
	Iteration 15Q: 3 clusters Score -4122903 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -4122944.750000 Penalty: 3438.845947
	Iteration 16Q: 3 clusters Score -4122945 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -4122995.750000 Penalty: 3438.845947
	Iteration 17Q: 3 clusters Score -4122996 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -4123038.750000 Penalty: 3438.845947
	Iteration 18Q: 3 clusters Score -4123039 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -4123075.250000 Penalty: 3438.845947
	Iteration 19Q: 3 clusters Score -4123075 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -4123070.250000 Penalty: 3438.845947
	Iteration 20F: 3 clusters Score -4123070 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -4123089.750000 Penalty: 3438.845947
	Iteration 21Q: 3 clusters Score -4123090 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -4123102.250000 Penalty: 3438.845947
	Iteration 22Q: 3 clusters Score -4123102 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -4123116.000000 Penalty: 3438.845947
	Iteration 23Q: 3 clusters Score -4123116 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -4123128.750000 Penalty: 3438.845947
	Iteration 24Q: 3 clusters Score -4123129 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -4123138.750000 Penalty: 3438.845947
	Iteration 25Q: 3 clusters Score -4123139 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -4123145.750000 Penalty: 3438.845947
	Iteration 26Q: 3 clusters Score -4123146 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -4123149.250000 Penalty: 3438.845947
	Iteration 27Q: 3 clusters Score -4123149 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -4123153.500000 Penalty: 3438.845947
	Iteration 28Q: 3 clusters Score -4123154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -4123159.750000 Penalty: 3438.845947
	Iteration 29Q: 3 clusters Score -4123160 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -4123169.750000 Penalty: 3438.845947
	Iteration 30Q: 3 clusters Score -4123170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -4123166.250000 Penalty: 3438.845947
	Iteration 31Q: 3 clusters Score -4123166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -4123166.250000 Penalty: 3438.845947
	Iteration 32Q: 3 clusters Score -4123166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -4123168.000000 Penalty: 3438.845947
	Iteration 33Q: 3 clusters Score -4123168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -4123170.000000 Penalty: 3438.845947
	Iteration 34Q: 3 clusters Score -4123170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -4123179.750000 Penalty: 3438.845947
	Iteration 35Q: 3 clusters Score -4123180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -4123181.000000 Penalty: 3438.845947
	Iteration 36Q: 3 clusters Score -4123181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -4123174.000000 Penalty: 3438.845947
	Iteration 37Q: 3 clusters Score -4123174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -4123179.000000 Penalty: 3438.845947
	Iteration 38Q: 3 clusters Score -4123179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -4123177.500000 Penalty: 3438.845947
	Iteration 39Q: 3 clusters Score -4123178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -4123173.750000 Penalty: 3438.845947
	Iteration 40F: 3 clusters Score -4123174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -4123170.500000 Penalty: 3438.845947
	Iteration 41Q: 3 clusters Score -4123170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -4123173.000000 Penalty: 3438.845947
	Iteration 42Q: 3 clusters Score -4123173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -4123176.750000 Penalty: 3438.845947
	Iteration 43Q: 3 clusters Score -4123177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -4123179.750000 Penalty: 3438.845947
	Iteration 44Q: 3 clusters Score -4123180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -4123181.000000 Penalty: 3438.845947
	Iteration 45Q: 3 clusters Score -4123181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -4123178.000000 Penalty: 3438.845947
	Iteration 46Q: 3 clusters Score -4123178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -4123186.500000 Penalty: 3438.845947
	Iteration 47Q: 3 clusters Score -4123186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -4123188.000000 Penalty: 3438.845947
	Iteration 48Q: 3 clusters Score -4123188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -4123183.750000 Penalty: 3438.845947
	Iteration 49Q: 3 clusters Score -4123184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -4123186.250000 Penalty: 3438.845947
	Iteration 50Q: 3 clusters Score -4123186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -4123190.500000 Penalty: 3438.845947
	Iteration 51Q: 3 clusters Score -4123190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -4123191.000000 Penalty: 3438.845947
	Iteration 52Q: 3 clusters Score -4123191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -4123190.000000 Penalty: 3438.845947
	Iteration 53Q: 3 clusters Score -4123190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -4123191.000000 Penalty: 3438.845947
	Iteration 54Q: 3 clusters Score -4123191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -4123191.000000 Penalty: 3438.845947
	Iteration 55F: 3 clusters Score -4123191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -107027.203125 Penalty: 1141.650024
	Iteration 0F: 2 clusters Score -107027.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -105510.953125 Penalty: 2283.300049
	Iteration 0F: 3 clusters Score -105511 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -105828.132812 Penalty: 2283.300049
	Iteration 1F: 3 clusters Score -105828.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -105948.281250 Penalty: 2283.300049
	Iteration 2F: 3 clusters Score -105948.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -106055.734375 Penalty: 2283.300049
	Iteration 3F: 3 clusters Score -106055.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -106164.281250 Penalty: 2283.300049
	Iteration 4F: 3 clusters Score -106164.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -106278.578125 Penalty: 2283.300049
	Iteration 5F: 3 clusters Score -106278.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -106416.898438 Penalty: 2283.300049
	Iteration 6F: 3 clusters Score -106416.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -106599.320312 Penalty: 2283.300049
	Iteration 7F: 3 clusters Score -106599.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -106787.554688 Penalty: 2283.300049
	Iteration 8F: 3 clusters Score -106787.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -107016.367188 Penalty: 2283.300049
	Iteration 9Q: 3 clusters Score -107016.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -107121.796875 Penalty: 2283.300049
	Iteration 10Q: 3 clusters Score -107121.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -107156.804688 Penalty: 2283.300049
	Iteration 11Q: 3 clusters Score -107156.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -107178.117188 Penalty: 2283.300049
	Iteration 12Q: 3 clusters Score -107178.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -107181.640625 Penalty: 2283.300049
	Iteration 13Q: 3 clusters Score -107181.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -107184.679688 Penalty: 2283.300049
	Iteration 14Q: 3 clusters Score -107184.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -107185.101562 Penalty: 2283.300049
	Iteration 15Q: 3 clusters Score -107185.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -107185.101562 Penalty: 2283.300049
	Iteration 16F: 3 clusters Score -107185.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 12997 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127277 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26496 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39382 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17794 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169579 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24352 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 5696 members 
Mstep: Class 24 contains 17796 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23646 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Mstep: Class 36 contains 645 members 
Entering Unmasked Estep 
Score: -65964116.000000 Penalty: 78222.421875
Splitting cluster 11 changes total score from -65965032.000000 to -65964116.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (7192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Entering Unmasked Estep 
Score: -689765.875000 Penalty: 1443.117798
	Iteration 0F: 2 clusters Score -689765.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -684432.812500 Penalty: 2886.235596
	Iteration 0F: 3 clusters Score -684432.8 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -686294.562500 Penalty: 2886.235596
	Iteration 1F: 3 clusters Score -686294.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -686664.000000 Penalty: 2886.235596
	Iteration 2F: 3 clusters Score -686664 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -686977.500000 Penalty: 2886.235596
	Iteration 3F: 3 clusters Score -686977.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -687225.750000 Penalty: 2886.235596
	Iteration 4F: 3 clusters Score -687225.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -687410.125000 Penalty: 2886.235596
	Iteration 5Q: 3 clusters Score -687410.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -687541.312500 Penalty: 2886.235596
	Iteration 6Q: 3 clusters Score -687541.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -687661.937500 Penalty: 2886.235596
	Iteration 7Q: 3 clusters Score -687661.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -687778.375000 Penalty: 2886.235596
	Iteration 8Q: 3 clusters Score -687778.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -687877.437500 Penalty: 2886.235596
	Iteration 9Q: 3 clusters Score -687877.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -687969.625000 Penalty: 2886.235596
	Iteration 10Q: 3 clusters Score -687969.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -688046.875000 Penalty: 2886.235596
	Iteration 11Q: 3 clusters Score -688046.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -688117.625000 Penalty: 2886.235596
	Iteration 12Q: 3 clusters Score -688117.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -688186.625000 Penalty: 2886.235596
	Iteration 13Q: 3 clusters Score -688186.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -688256.875000 Penalty: 2886.235596
	Iteration 14Q: 3 clusters Score -688256.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -688322.375000 Penalty: 2886.235596
	Iteration 15Q: 3 clusters Score -688322.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -688386.812500 Penalty: 2886.235596
	Iteration 16Q: 3 clusters Score -688386.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -688437.687500 Penalty: 2886.235596
	Iteration 17Q: 3 clusters Score -688437.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -688503.687500 Penalty: 2886.235596
	Iteration 18Q: 3 clusters Score -688503.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -688568.687500 Penalty: 2886.235596
	Iteration 19Q: 3 clusters Score -688568.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -688613.625000 Penalty: 2886.235596
	Iteration 20F: 3 clusters Score -688613.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -688651.875000 Penalty: 2886.235596
	Iteration 21Q: 3 clusters Score -688651.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -688695.500000 Penalty: 2886.235596
	Iteration 22Q: 3 clusters Score -688695.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -688735.312500 Penalty: 2886.235596
	Iteration 23Q: 3 clusters Score -688735.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -688760.500000 Penalty: 2886.235596
	Iteration 24Q: 3 clusters Score -688760.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -688773.750000 Penalty: 2886.235596
	Iteration 25Q: 3 clusters Score -688773.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -688787.875000 Penalty: 2886.235596
	Iteration 26Q: 3 clusters Score -688787.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -688797.125000 Penalty: 2886.235596
	Iteration 27Q: 3 clusters Score -688797.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -688805.625000 Penalty: 2886.235596
	Iteration 28Q: 3 clusters Score -688805.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -688811.437500 Penalty: 2886.235596
	Iteration 29Q: 3 clusters Score -688811.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -688821.437500 Penalty: 2886.235596
	Iteration 30Q: 3 clusters Score -688821.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -688832.875000 Penalty: 2886.235596
	Iteration 31Q: 3 clusters Score -688832.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -688837.312500 Penalty: 2886.235596
	Iteration 32Q: 3 clusters Score -688837.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -688842.187500 Penalty: 2886.235596
	Iteration 33Q: 3 clusters Score -688842.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -688845.687500 Penalty: 2886.235596
	Iteration 34Q: 3 clusters Score -688845.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -688850.000000 Penalty: 2886.235596
	Iteration 35Q: 3 clusters Score -688850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -688852.500000 Penalty: 2886.235596
	Iteration 36Q: 3 clusters Score -688852.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -688853.125000 Penalty: 2886.235596
	Iteration 37Q: 3 clusters Score -688853.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -688856.250000 Penalty: 2886.235596
	Iteration 38Q: 3 clusters Score -688856.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -688855.312500 Penalty: 2886.235596
	Iteration 39Q: 3 clusters Score -688855.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -688858.000000 Penalty: 2886.235596
	Iteration 40F: 3 clusters Score -688858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -688860.625000 Penalty: 2886.235596
	Iteration 41Q: 3 clusters Score -688860.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -688867.375000 Penalty: 2886.235596
	Iteration 42Q: 3 clusters Score -688867.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -688872.312500 Penalty: 2886.235596
	Iteration 43Q: 3 clusters Score -688872.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -688878.000000 Penalty: 2886.235596
	Iteration 44Q: 3 clusters Score -688878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -688883.812500 Penalty: 2886.235596
	Iteration 45Q: 3 clusters Score -688883.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -688896.312500 Penalty: 2886.235596
	Iteration 46Q: 3 clusters Score -688896.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -688905.000000 Penalty: 2886.235596
	Iteration 47Q: 3 clusters Score -688905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -688909.812500 Penalty: 2886.235596
	Iteration 48Q: 3 clusters Score -688909.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -688914.750000 Penalty: 2886.235596
	Iteration 49Q: 3 clusters Score -688914.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -688920.125000 Penalty: 2886.235596
	Iteration 50Q: 3 clusters Score -688920.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -688923.750000 Penalty: 2886.235596
	Iteration 51Q: 3 clusters Score -688923.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -688926.250000 Penalty: 2886.235596
	Iteration 52Q: 3 clusters Score -688926.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -688927.062500 Penalty: 2886.235596
	Iteration 53Q: 3 clusters Score -688927.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -688928.937500 Penalty: 2886.235596
	Iteration 54Q: 3 clusters Score -688928.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -688929.750000 Penalty: 2886.235596
	Iteration 55Q: 3 clusters Score -688929.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -688930.375000 Penalty: 2886.235596
	Iteration 56Q: 3 clusters Score -688930.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -688930.375000 Penalty: 2886.235596
	Iteration 57F: 3 clusters Score -688930.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Entering Unmasked Estep 
Score: -1210102.250000 Penalty: 1518.470459
	Iteration 0F: 2 clusters Score -1210102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1202028.250000 Penalty: 3036.940918
	Iteration 0F: 3 clusters Score -1202028 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1204695.500000 Penalty: 3036.940918
	Iteration 1F: 3 clusters Score -1204696 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1204989.000000 Penalty: 3036.940918
	Iteration 2F: 3 clusters Score -1204989 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1205245.500000 Penalty: 3036.940918
	Iteration 3F: 3 clusters Score -1205246 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1205544.125000 Penalty: 3036.940918
	Iteration 4Q: 3 clusters Score -1205544 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1205936.625000 Penalty: 3036.940918
	Iteration 5F: 3 clusters Score -1205937 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1206366.875000 Penalty: 3036.940918
	Iteration 6F: 3 clusters Score -1206367 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1206836.375000 Penalty: 3036.940918
	Iteration 7F: 3 clusters Score -1206836 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1207274.750000 Penalty: 3036.940918
	Iteration 8F: 3 clusters Score -1207275 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1207654.625000 Penalty: 3036.940918
	Iteration 9Q: 3 clusters Score -1207655 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1207955.375000 Penalty: 3036.940918
	Iteration 10Q: 3 clusters Score -1207955 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1208199.750000 Penalty: 3036.940918
	Iteration 11Q: 3 clusters Score -1208200 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1208373.125000 Penalty: 3036.940918
	Iteration 12Q: 3 clusters Score -1208373 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1208520.000000 Penalty: 3036.940918
	Iteration 13Q: 3 clusters Score -1208520 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1208616.125000 Penalty: 3036.940918
	Iteration 14Q: 3 clusters Score -1208616 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1208677.625000 Penalty: 3036.940918
	Iteration 15Q: 3 clusters Score -1208678 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1208710.625000 Penalty: 3036.940918
	Iteration 16Q: 3 clusters Score -1208711 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1208736.875000 Penalty: 3036.940918
	Iteration 17Q: 3 clusters Score -1208737 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1208764.125000 Penalty: 3036.940918
	Iteration 18Q: 3 clusters Score -1208764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1208784.375000 Penalty: 3036.940918
	Iteration 19Q: 3 clusters Score -1208784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1208786.625000 Penalty: 3036.940918
	Iteration 20F: 3 clusters Score -1208787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1208787.625000 Penalty: 3036.940918
	Iteration 21Q: 3 clusters Score -1208788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1208796.125000 Penalty: 3036.940918
	Iteration 22Q: 3 clusters Score -1208796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1208800.625000 Penalty: 3036.940918
	Iteration 23Q: 3 clusters Score -1208801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1208813.625000 Penalty: 3036.940918
	Iteration 24Q: 3 clusters Score -1208814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1208819.500000 Penalty: 3036.940918
	Iteration 25Q: 3 clusters Score -1208820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1208824.000000 Penalty: 3036.940918
	Iteration 26Q: 3 clusters Score -1208824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1208827.000000 Penalty: 3036.940918
	Iteration 27Q: 3 clusters Score -1208827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1208827.000000 Penalty: 3036.940918
	Iteration 28F: 3 clusters Score -1208827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Entering Unmasked Estep 
Score: -1866994.250000 Penalty: 1590.325195
	Iteration 0F: 2 clusters Score -1866994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1854839.125000 Penalty: 3180.650391
	Iteration 0F: 3 clusters Score -1854839 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1859110.625000 Penalty: 3180.650391
	Iteration 1F: 3 clusters Score -1859111 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1859423.750000 Penalty: 3180.650391
	Iteration 2F: 3 clusters Score -1859424 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1859696.500000 Penalty: 3180.650391
	Iteration 3Q: 3 clusters Score -1859696 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1859935.875000 Penalty: 3180.650391
	Iteration 4Q: 3 clusters Score -1859936 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1860195.000000 Penalty: 3180.650391
	Iteration 5Q: 3 clusters Score -1860195 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1860483.625000 Penalty: 3180.650391
	Iteration 6Q: 3 clusters Score -1860484 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1860814.625000 Penalty: 3180.650391
	Iteration 7Q: 3 clusters Score -1860815 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1861234.250000 Penalty: 3180.650391
	Iteration 8Q: 3 clusters Score -1861234 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1861780.500000 Penalty: 3180.650391
	Iteration 9Q: 3 clusters Score -1861780 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1862379.375000 Penalty: 3180.650391
	Iteration 10Q: 3 clusters Score -1862379 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1862912.500000 Penalty: 3180.650391
	Iteration 11Q: 3 clusters Score -1862912 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1863324.625000 Penalty: 3180.650391
	Iteration 12Q: 3 clusters Score -1863325 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1863571.375000 Penalty: 3180.650391
	Iteration 13Q: 3 clusters Score -1863571 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1863712.250000 Penalty: 3180.650391
	Iteration 14Q: 3 clusters Score -1863712 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1863833.625000 Penalty: 3180.650391
	Iteration 15Q: 3 clusters Score -1863834 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1863957.375000 Penalty: 3180.650391
	Iteration 16Q: 3 clusters Score -1863957 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1864089.125000 Penalty: 3180.650391
	Iteration 17Q: 3 clusters Score -1864089 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1864202.500000 Penalty: 3180.650391
	Iteration 18Q: 3 clusters Score -1864202 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1864308.125000 Penalty: 3180.650391
	Iteration 19Q: 3 clusters Score -1864308 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1864422.500000 Penalty: 3180.650391
	Iteration 20F: 3 clusters Score -1864422 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1864543.125000 Penalty: 3180.650391
	Iteration 21Q: 3 clusters Score -1864543 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1864660.625000 Penalty: 3180.650391
	Iteration 22Q: 3 clusters Score -1864661 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1864772.375000 Penalty: 3180.650391
	Iteration 23Q: 3 clusters Score -1864772 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1864860.500000 Penalty: 3180.650391
	Iteration 24Q: 3 clusters Score -1864860 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1864937.000000 Penalty: 3180.650391
	Iteration 25Q: 3 clusters Score -1864937 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1865016.375000 Penalty: 3180.650391
	Iteration 26Q: 3 clusters Score -1865016 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1865089.625000 Penalty: 3180.650391
	Iteration 27Q: 3 clusters Score -1865090 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1865151.625000 Penalty: 3180.650391
	Iteration 28Q: 3 clusters Score -1865152 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1865206.625000 Penalty: 3180.650391
	Iteration 29Q: 3 clusters Score -1865207 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -1865247.500000 Penalty: 3180.650391
	Iteration 30Q: 3 clusters Score -1865248 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1865291.500000 Penalty: 3180.650391
	Iteration 31Q: 3 clusters Score -1865292 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1865321.000000 Penalty: 3180.650391
	Iteration 32Q: 3 clusters Score -1865321 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1865364.375000 Penalty: 3180.650391
	Iteration 33Q: 3 clusters Score -1865364 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1865405.875000 Penalty: 3180.650391
	Iteration 34Q: 3 clusters Score -1865406 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1865451.250000 Penalty: 3180.650391
	Iteration 35Q: 3 clusters Score -1865451 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1865473.625000 Penalty: 3180.650391
	Iteration 36Q: 3 clusters Score -1865474 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -1865486.250000 Penalty: 3180.650391
	Iteration 37Q: 3 clusters Score -1865486 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1865501.875000 Penalty: 3180.650391
	Iteration 38Q: 3 clusters Score -1865502 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -1865518.375000 Penalty: 3180.650391
	Iteration 39Q: 3 clusters Score -1865518 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -1865530.875000 Penalty: 3180.650391
	Iteration 40F: 3 clusters Score -1865531 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -1865544.125000 Penalty: 3180.650391
	Iteration 41Q: 3 clusters Score -1865544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1865559.750000 Penalty: 3180.650391
	Iteration 42Q: 3 clusters Score -1865560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1865570.375000 Penalty: 3180.650391
	Iteration 43Q: 3 clusters Score -1865570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -1865578.750000 Penalty: 3180.650391
	Iteration 44Q: 3 clusters Score -1865579 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -1865592.125000 Penalty: 3180.650391
	Iteration 45Q: 3 clusters Score -1865592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -1865596.000000 Penalty: 3180.650391
	Iteration 46Q: 3 clusters Score -1865596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -1865599.250000 Penalty: 3180.650391
	Iteration 47Q: 3 clusters Score -1865599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -1865609.125000 Penalty: 3180.650391
	Iteration 48Q: 3 clusters Score -1865609 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -1865610.500000 Penalty: 3180.650391
	Iteration 49Q: 3 clusters Score -1865610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1865617.625000 Penalty: 3180.650391
	Iteration 50Q: 3 clusters Score -1865618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -1865620.000000 Penalty: 3180.650391
	Iteration 51Q: 3 clusters Score -1865620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -1865625.375000 Penalty: 3180.650391
	Iteration 52Q: 3 clusters Score -1865625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -1865633.250000 Penalty: 3180.650391
	Iteration 53Q: 3 clusters Score -1865633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -1865634.750000 Penalty: 3180.650391
	Iteration 54Q: 3 clusters Score -1865635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -1865636.000000 Penalty: 3180.650391
	Iteration 55Q: 3 clusters Score -1865636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -1865635.500000 Penalty: 3180.650391
	Iteration 56Q: 3 clusters Score -1865636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -1865637.375000 Penalty: 3180.650391
	Iteration 57Q: 3 clusters Score -1865637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -1865639.000000 Penalty: 3180.650391
	Iteration 58Q: 3 clusters Score -1865639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -1865639.750000 Penalty: 3180.650391
	Iteration 59Q: 3 clusters Score -1865640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -1865644.625000 Penalty: 3180.650391
	Iteration 60F: 3 clusters Score -1865645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1865646.375000 Penalty: 3180.650391
	Iteration 61Q: 3 clusters Score -1865646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -1865646.250000 Penalty: 3180.650391
	Iteration 62Q: 3 clusters Score -1865646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -1865648.250000 Penalty: 3180.650391
	Iteration 63Q: 3 clusters Score -1865648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -1865645.500000 Penalty: 3180.650391
	Iteration 64Q: 3 clusters Score -1865646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -1865645.250000 Penalty: 3180.650391
	Iteration 65Q: 3 clusters Score -1865645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1865644.500000 Penalty: 3180.650391
	Iteration 66Q: 3 clusters Score -1865644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -1865646.750000 Penalty: 3180.650391
	Iteration 67Q: 3 clusters Score -1865647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -1865646.750000 Penalty: 3180.650391
	Iteration 68Q: 3 clusters Score -1865647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -1865647.375000 Penalty: 3180.650391
	Iteration 69Q: 3 clusters Score -1865647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -1865647.500000 Penalty: 3180.650391
	Iteration 70Q: 3 clusters Score -1865648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -1865645.750000 Penalty: 3180.650391
	Iteration 71Q: 3 clusters Score -1865646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -1865646.000000 Penalty: 3180.650391
	Iteration 72Q: 3 clusters Score -1865646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1865647.875000 Penalty: 3180.650391
	Iteration 73Q: 3 clusters Score -1865648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -1865648.625000 Penalty: 3180.650391
	Iteration 74Q: 3 clusters Score -1865649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -1865649.500000 Penalty: 3180.650391
	Iteration 75Q: 3 clusters Score -1865650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -1865650.250000 Penalty: 3180.650391
	Iteration 76Q: 3 clusters Score -1865650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -1865649.375000 Penalty: 3180.650391
	Iteration 77Q: 3 clusters Score -1865649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -1865650.375000 Penalty: 3180.650391
	Iteration 78Q: 3 clusters Score -1865650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -1865648.375000 Penalty: 3180.650391
	Iteration 79Q: 3 clusters Score -1865648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -1865646.625000 Penalty: 3180.650391
	Iteration 80F: 3 clusters Score -1865647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -1865645.125000 Penalty: 3180.650391
	Iteration 81Q: 3 clusters Score -1865645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -1865648.625000 Penalty: 3180.650391
	Iteration 82Q: 3 clusters Score -1865649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1865646.000000 Penalty: 3180.650391
	Iteration 83Q: 3 clusters Score -1865646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -1865647.750000 Penalty: 3180.650391
	Iteration 84Q: 3 clusters Score -1865648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -1865649.375000 Penalty: 3180.650391
	Iteration 85Q: 3 clusters Score -1865649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -1865651.250000 Penalty: 3180.650391
	Iteration 86Q: 3 clusters Score -1865651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1865651.875000 Penalty: 3180.650391
	Iteration 87Q: 3 clusters Score -1865652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -1865652.500000 Penalty: 3180.650391
	Iteration 88Q: 3 clusters Score -1865652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -1865652.375000 Penalty: 3180.650391
	Iteration 89Q: 3 clusters Score -1865652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -1865655.750000 Penalty: 3180.650391
	Iteration 90Q: 3 clusters Score -1865656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -1865660.125000 Penalty: 3180.650391
	Iteration 91Q: 3 clusters Score -1865660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -1865659.625000 Penalty: 3180.650391
	Iteration 92Q: 3 clusters Score -1865660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -1865663.000000 Penalty: 3180.650391
	Iteration 93Q: 3 clusters Score -1865663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -1865665.500000 Penalty: 3180.650391
	Iteration 94Q: 3 clusters Score -1865666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -1865667.000000 Penalty: 3180.650391
	Iteration 95Q: 3 clusters Score -1865667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -1865663.750000 Penalty: 3180.650391
	Iteration 96Q: 3 clusters Score -1865664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -1865668.250000 Penalty: 3180.650391
	Iteration 97Q: 3 clusters Score -1865668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -1865666.125000 Penalty: 3180.650391
	Iteration 98Q: 3 clusters Score -1865666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -1865667.000000 Penalty: 3180.650391
	Iteration 99Q: 3 clusters Score -1865667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -1865669.000000 Penalty: 3180.650391
	Iteration 100F: 3 clusters Score -1865669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -1865668.500000 Penalty: 3180.650391
	Iteration 101Q: 3 clusters Score -1865668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -1865670.250000 Penalty: 3180.650391
	Iteration 102Q: 3 clusters Score -1865670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -1865674.000000 Penalty: 3180.650391
	Iteration 103Q: 3 clusters Score -1865674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -1865669.375000 Penalty: 3180.650391
	Iteration 104Q: 3 clusters Score -1865669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -1865671.750000 Penalty: 3180.650391
	Iteration 105Q: 3 clusters Score -1865672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -1865674.750000 Penalty: 3180.650391
	Iteration 106Q: 3 clusters Score -1865675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -1865672.875000 Penalty: 3180.650391
	Iteration 107Q: 3 clusters Score -1865673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -1865673.000000 Penalty: 3180.650391
	Iteration 108Q: 3 clusters Score -1865673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -1865671.375000 Penalty: 3180.650391
	Iteration 109Q: 3 clusters Score -1865671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -1865671.375000 Penalty: 3180.650391
	Iteration 110F: 3 clusters Score -1865671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Entering Unmasked Estep 
Score: -577196.062500 Penalty: 1399.236084
	Iteration 0F: 2 clusters Score -577196.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -572971.812500 Penalty: 2798.472168
	Iteration 0F: 3 clusters Score -572971.8 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -574165.437500 Penalty: 2798.472168
	Iteration 1F: 3 clusters Score -574165.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -574345.250000 Penalty: 2798.472168
	Iteration 2F: 3 clusters Score -574345.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -574463.937500 Penalty: 2798.472168
	Iteration 3Q: 3 clusters Score -574463.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -574550.250000 Penalty: 2798.472168
	Iteration 4Q: 3 clusters Score -574550.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -574629.000000 Penalty: 2798.472168
	Iteration 5Q: 3 clusters Score -574629 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -574733.062500 Penalty: 2798.472168
	Iteration 6Q: 3 clusters Score -574733.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -574869.250000 Penalty: 2798.472168
	Iteration 7Q: 3 clusters Score -574869.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -575103.125000 Penalty: 2798.472168
	Iteration 8Q: 3 clusters Score -575103.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -575388.187500 Penalty: 2798.472168
	Iteration 9F: 3 clusters Score -575388.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -575639.750000 Penalty: 2798.472168
	Iteration 10F: 3 clusters Score -575639.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -575841.312500 Penalty: 2798.472168
	Iteration 11Q: 3 clusters Score -575841.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -575984.312500 Penalty: 2798.472168
	Iteration 12Q: 3 clusters Score -575984.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -576110.625000 Penalty: 2798.472168
	Iteration 13Q: 3 clusters Score -576110.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -576204.750000 Penalty: 2798.472168
	Iteration 14Q: 3 clusters Score -576204.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -576264.375000 Penalty: 2798.472168
	Iteration 15Q: 3 clusters Score -576264.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -576303.062500 Penalty: 2798.472168
	Iteration 16Q: 3 clusters Score -576303.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -576331.187500 Penalty: 2798.472168
	Iteration 17Q: 3 clusters Score -576331.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -576356.062500 Penalty: 2798.472168
	Iteration 18Q: 3 clusters Score -576356.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -576373.875000 Penalty: 2798.472168
	Iteration 19Q: 3 clusters Score -576373.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -576388.062500 Penalty: 2798.472168
	Iteration 20F: 3 clusters Score -576388.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -576395.875000 Penalty: 2798.472168
	Iteration 21Q: 3 clusters Score -576395.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -576402.250000 Penalty: 2798.472168
	Iteration 22Q: 3 clusters Score -576402.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -576407.875000 Penalty: 2798.472168
	Iteration 23Q: 3 clusters Score -576407.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -576413.750000 Penalty: 2798.472168
	Iteration 24Q: 3 clusters Score -576413.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -576416.687500 Penalty: 2798.472168
	Iteration 25Q: 3 clusters Score -576416.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -576419.437500 Penalty: 2798.472168
	Iteration 26Q: 3 clusters Score -576419.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -576420.687500 Penalty: 2798.472168
	Iteration 27Q: 3 clusters Score -576420.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -576421.687500 Penalty: 2798.472168
	Iteration 28Q: 3 clusters Score -576421.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -576422.062500 Penalty: 2798.472168
	Iteration 29Q: 3 clusters Score -576422.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -576422.062500 Penalty: 2798.472168
	Iteration 30F: 3 clusters Score -576422.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Entering Unmasked Estep 
Score: -365391.687500 Penalty: 1331.517334
	Iteration 0F: 2 clusters Score -365391.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -362274.156250 Penalty: 2663.034668
	Iteration 0F: 3 clusters Score -362274.2 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -363095.468750 Penalty: 2663.034668
	Iteration 1F: 3 clusters Score -363095.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -363273.625000 Penalty: 2663.034668
	Iteration 2F: 3 clusters Score -363273.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -363401.250000 Penalty: 2663.034668
	Iteration 3F: 3 clusters Score -363401.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -363504.750000 Penalty: 2663.034668
	Iteration 4Q: 3 clusters Score -363504.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -363581.468750 Penalty: 2663.034668
	Iteration 5Q: 3 clusters Score -363581.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -363647.187500 Penalty: 2663.034668
	Iteration 6Q: 3 clusters Score -363647.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -363718.187500 Penalty: 2663.034668
	Iteration 7Q: 3 clusters Score -363718.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -363783.093750 Penalty: 2663.034668
	Iteration 8Q: 3 clusters Score -363783.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -363834.593750 Penalty: 2663.034668
	Iteration 9Q: 3 clusters Score -363834.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -363888.218750 Penalty: 2663.034668
	Iteration 10Q: 3 clusters Score -363888.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -363941.093750 Penalty: 2663.034668
	Iteration 11Q: 3 clusters Score -363941.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -363982.312500 Penalty: 2663.034668
	Iteration 12Q: 3 clusters Score -363982.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -364025.437500 Penalty: 2663.034668
	Iteration 13Q: 3 clusters Score -364025.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -364070.343750 Penalty: 2663.034668
	Iteration 14Q: 3 clusters Score -364070.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -364102.437500 Penalty: 2663.034668
	Iteration 15Q: 3 clusters Score -364102.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -364135.562500 Penalty: 2663.034668
	Iteration 16Q: 3 clusters Score -364135.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -364166.062500 Penalty: 2663.034668
	Iteration 17Q: 3 clusters Score -364166.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -364190.062500 Penalty: 2663.034668
	Iteration 18Q: 3 clusters Score -364190.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -364211.687500 Penalty: 2663.034668
	Iteration 19Q: 3 clusters Score -364211.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -364243.281250 Penalty: 2663.034668
	Iteration 20F: 3 clusters Score -364243.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -364288.468750 Penalty: 2663.034668
	Iteration 21Q: 3 clusters Score -364288.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -364341.656250 Penalty: 2663.034668
	Iteration 22Q: 3 clusters Score -364341.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -364417.250000 Penalty: 2663.034668
	Iteration 23Q: 3 clusters Score -364417.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -364491.156250 Penalty: 2663.034668
	Iteration 24Q: 3 clusters Score -364491.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -364547.375000 Penalty: 2663.034668
	Iteration 25Q: 3 clusters Score -364547.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -364586.406250 Penalty: 2663.034668
	Iteration 26Q: 3 clusters Score -364586.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -364629.750000 Penalty: 2663.034668
	Iteration 27Q: 3 clusters Score -364629.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -364692.187500 Penalty: 2663.034668
	Iteration 28Q: 3 clusters Score -364692.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -364733.843750 Penalty: 2663.034668
	Iteration 29Q: 3 clusters Score -364733.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -364753.468750 Penalty: 2663.034668
	Iteration 30Q: 3 clusters Score -364753.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -364763.968750 Penalty: 2663.034668
	Iteration 31Q: 3 clusters Score -364764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -364769.656250 Penalty: 2663.034668
	Iteration 32Q: 3 clusters Score -364769.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -364773.437500 Penalty: 2663.034668
	Iteration 33Q: 3 clusters Score -364773.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -364775.156250 Penalty: 2663.034668
	Iteration 34Q: 3 clusters Score -364775.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -364776.687500 Penalty: 2663.034668
	Iteration 35Q: 3 clusters Score -364776.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -364777.750000 Penalty: 2663.034668
	Iteration 36Q: 3 clusters Score -364777.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -364779.593750 Penalty: 2663.034668
	Iteration 37Q: 3 clusters Score -364779.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -364781.437500 Penalty: 2663.034668
	Iteration 38Q: 3 clusters Score -364781.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -364783.031250 Penalty: 2663.034668
	Iteration 39Q: 3 clusters Score -364783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -364784.593750 Penalty: 2663.034668
	Iteration 40F: 3 clusters Score -364784.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (169579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169579 members 
Entering Unmasked Estep 
Score: -18226748.000000 Penalty: 1956.674438
	Iteration 0F: 2 clusters Score -1.822675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84615 members 
Mstep: Class 2 contains 84964 members 
Entering Unmasked Estep 
Score: -18118640.000000 Penalty: 3913.348877
	Iteration 0F: 3 clusters Score -1.811864e+07 nChanged 81941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80890 members 
Mstep: Class 2 contains 88689 members 
Entering Unmasked Estep 
Score: -18166318.000000 Penalty: 3913.348877
	Iteration 1F: 3 clusters Score -1.816632e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78677 members 
Mstep: Class 2 contains 90902 members 
Entering Unmasked Estep 
Score: -18167276.000000 Penalty: 3913.348877
	Iteration 2Q: 3 clusters Score -1.816728e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75093 members 
Mstep: Class 2 contains 94486 members 
Entering Unmasked Estep 
Score: -18168734.000000 Penalty: 3913.348877
	Iteration 3Q: 3 clusters Score -1.816873e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69556 members 
Mstep: Class 2 contains 100023 members 
Entering Unmasked Estep 
Score: -18171330.000000 Penalty: 3913.348877
	Iteration 4Q: 3 clusters Score -1.817133e+07 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61164 members 
Mstep: Class 2 contains 108415 members 
Entering Unmasked Estep 
Score: -18175888.000000 Penalty: 3913.348877
	Iteration 5F: 3 clusters Score -1.817589e+07 nChanged 12135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 120258 members 
Entering Unmasked Estep 
Score: -18184258.000000 Penalty: 3913.348877
	Iteration 6F: 3 clusters Score -1.818426e+07 nChanged 14792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 134866 members 
Entering Unmasked Estep 
Score: -18196950.000000 Penalty: 3913.348877
	Iteration 7F: 3 clusters Score -1.819695e+07 nChanged 14600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 149370 members 
Entering Unmasked Estep 
Score: -18211242.000000 Penalty: 3913.348877
	Iteration 8F: 3 clusters Score -1.821124e+07 nChanged 11261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 160621 members 
Entering Unmasked Estep 
Score: -18220786.000000 Penalty: 3913.348877
	Iteration 9F: 3 clusters Score -1.822079e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 166672 members 
Entering Unmasked Estep 
Score: -18224154.000000 Penalty: 3913.348877
	Iteration 10Q: 3 clusters Score -1.822415e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 168682 members 
Entering Unmasked Estep 
Score: -18224940.000000 Penalty: 3913.348877
	Iteration 11Q: 3 clusters Score -1.822494e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 169162 members 
Entering Unmasked Estep 
Score: -18225126.000000 Penalty: 3913.348877
	Iteration 12Q: 3 clusters Score -1.822513e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 169293 members 
Entering Unmasked Estep 
Score: -18225172.000000 Penalty: 3913.348877
	Iteration 13Q: 3 clusters Score -1.822517e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 169330 members 
Entering Unmasked Estep 
Score: -18225188.000000 Penalty: 3913.348877
	Iteration 14Q: 3 clusters Score -1.822519e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 169345 members 
Entering Unmasked Estep 
Score: -18225202.000000 Penalty: 3913.348877
	Iteration 15Q: 3 clusters Score -1.82252e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 169356 members 
Entering Unmasked Estep 
Score: -18225208.000000 Penalty: 3913.348877
	Iteration 16Q: 3 clusters Score -1.822521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 169357 members 
Entering Unmasked Estep 
Score: -18225224.000000 Penalty: 3913.348877
	Iteration 17Q: 3 clusters Score -1.822522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 169360 members 
Entering Unmasked Estep 
Score: -18225254.000000 Penalty: 3913.348877
	Iteration 18Q: 3 clusters Score -1.822525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 169363 members 
Entering Unmasked Estep 
Score: -18225258.000000 Penalty: 3913.348877
	Iteration 19Q: 3 clusters Score -1.822526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 169360 members 
Entering Unmasked Estep 
Score: -18225262.000000 Penalty: 3913.348877
	Iteration 20F: 3 clusters Score -1.822526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 169361 members 
Entering Unmasked Estep 
Score: -18225262.000000 Penalty: 3913.348877
	Iteration 21Q: 3 clusters Score -1.822526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 169361 members 
Entering Unmasked Estep 
Score: -18225262.000000 Penalty: 3913.348877
	Iteration 22F: 3 clusters Score -1.822526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Entering Unmasked Estep 
Score: -1052894.625000 Penalty: 1500.264160
	Iteration 0F: 2 clusters Score -1052895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1045561.312500 Penalty: 3000.528320
	Iteration 0F: 3 clusters Score -1045561 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1047904.875000 Penalty: 3000.528320
	Iteration 1F: 3 clusters Score -1047905 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1048166.000000 Penalty: 3000.528320
	Iteration 2F: 3 clusters Score -1048166 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1048395.812500 Penalty: 3000.528320
	Iteration 3F: 3 clusters Score -1048396 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1048620.125000 Penalty: 3000.528320
	Iteration 4Q: 3 clusters Score -1048620 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1048862.500000 Penalty: 3000.528320
	Iteration 5Q: 3 clusters Score -1048862 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1049161.000000 Penalty: 3000.528320
	Iteration 6Q: 3 clusters Score -1049161 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1049498.375000 Penalty: 3000.528320
	Iteration 7Q: 3 clusters Score -1049498 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1049935.000000 Penalty: 3000.528320
	Iteration 8F: 3 clusters Score -1049935 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1050481.125000 Penalty: 3000.528320
	Iteration 9F: 3 clusters Score -1050481 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1051029.875000 Penalty: 3000.528320
	Iteration 10F: 3 clusters Score -1051030 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1051493.750000 Penalty: 3000.528320
	Iteration 11Q: 3 clusters Score -1051494 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1051748.250000 Penalty: 3000.528320
	Iteration 12Q: 3 clusters Score -1051748 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1051849.375000 Penalty: 3000.528320
	Iteration 13Q: 3 clusters Score -1051849 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1051903.250000 Penalty: 3000.528320
	Iteration 14Q: 3 clusters Score -1051903 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1051934.500000 Penalty: 3000.528320
	Iteration 15Q: 3 clusters Score -1051934 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1051955.750000 Penalty: 3000.528320
	Iteration 16Q: 3 clusters Score -1051956 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1051974.375000 Penalty: 3000.528320
	Iteration 17Q: 3 clusters Score -1051974 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1051988.125000 Penalty: 3000.528320
	Iteration 18Q: 3 clusters Score -1051988 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1052002.375000 Penalty: 3000.528320
	Iteration 19Q: 3 clusters Score -1052002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1052019.875000 Penalty: 3000.528320
	Iteration 20F: 3 clusters Score -1052020 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1052036.250000 Penalty: 3000.528320
	Iteration 21Q: 3 clusters Score -1052036 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1052048.750000 Penalty: 3000.528320
	Iteration 22Q: 3 clusters Score -1052049 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1052058.500000 Penalty: 3000.528320
	Iteration 23Q: 3 clusters Score -1052058 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1052067.875000 Penalty: 3000.528320
	Iteration 24Q: 3 clusters Score -1052068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1052076.875000 Penalty: 3000.528320
	Iteration 25Q: 3 clusters Score -1052077 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1052082.250000 Penalty: 3000.528320
	Iteration 26Q: 3 clusters Score -1052082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1052087.125000 Penalty: 3000.528320
	Iteration 27Q: 3 clusters Score -1052087 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1052090.875000 Penalty: 3000.528320
	Iteration 28Q: 3 clusters Score -1052091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1052096.250000 Penalty: 3000.528320
	Iteration 29Q: 3 clusters Score -1052096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1052102.750000 Penalty: 3000.528320
	Iteration 30Q: 3 clusters Score -1052103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1052107.250000 Penalty: 3000.528320
	Iteration 31Q: 3 clusters Score -1052107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1052112.250000 Penalty: 3000.528320
	Iteration 32Q: 3 clusters Score -1052112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1052113.625000 Penalty: 3000.528320
	Iteration 33Q: 3 clusters Score -1052114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1052121.250000 Penalty: 3000.528320
	Iteration 34Q: 3 clusters Score -1052121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1052121.125000 Penalty: 3000.528320
	Iteration 35Q: 3 clusters Score -1052121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1052128.000000 Penalty: 3000.528320
	Iteration 36Q: 3 clusters Score -1052128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1052131.625000 Penalty: 3000.528320
	Iteration 37Q: 3 clusters Score -1052132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1052133.875000 Penalty: 3000.528320
	Iteration 38Q: 3 clusters Score -1052134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1052139.500000 Penalty: 3000.528320
	Iteration 39Q: 3 clusters Score -1052140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1052143.625000 Penalty: 3000.528320
	Iteration 40F: 3 clusters Score -1052144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1052146.375000 Penalty: 3000.528320
	Iteration 41Q: 3 clusters Score -1052146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1052154.000000 Penalty: 3000.528320
	Iteration 42Q: 3 clusters Score -1052154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1052164.000000 Penalty: 3000.528320
	Iteration 43Q: 3 clusters Score -1052164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1052174.375000 Penalty: 3000.528320
	Iteration 44Q: 3 clusters Score -1052174 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1052187.500000 Penalty: 3000.528320
	Iteration 45Q: 3 clusters Score -1052188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1052190.875000 Penalty: 3000.528320
	Iteration 46Q: 3 clusters Score -1052191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1052194.750000 Penalty: 3000.528320
	Iteration 47Q: 3 clusters Score -1052195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1052196.000000 Penalty: 3000.528320
	Iteration 48Q: 3 clusters Score -1052196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1052197.500000 Penalty: 3000.528320
	Iteration 49Q: 3 clusters Score -1052198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1052200.250000 Penalty: 3000.528320
	Iteration 50Q: 3 clusters Score -1052200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1052202.375000 Penalty: 3000.528320
	Iteration 51Q: 3 clusters Score -1052202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1052204.125000 Penalty: 3000.528320
	Iteration 52Q: 3 clusters Score -1052204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1052207.250000 Penalty: 3000.528320
	Iteration 53Q: 3 clusters Score -1052207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1052206.750000 Penalty: 3000.528320
	Iteration 54Q: 3 clusters Score -1052207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1052209.875000 Penalty: 3000.528320
	Iteration 55Q: 3 clusters Score -1052210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1052214.000000 Penalty: 3000.528320
	Iteration 56Q: 3 clusters Score -1052214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1052215.625000 Penalty: 3000.528320
	Iteration 57Q: 3 clusters Score -1052216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1052217.125000 Penalty: 3000.528320
	Iteration 58Q: 3 clusters Score -1052217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1052221.875000 Penalty: 3000.528320
	Iteration 59Q: 3 clusters Score -1052222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1052225.250000 Penalty: 3000.528320
	Iteration 60F: 3 clusters Score -1052225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1052227.375000 Penalty: 3000.528320
	Iteration 61Q: 3 clusters Score -1052227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1052229.125000 Penalty: 3000.528320
	Iteration 62Q: 3 clusters Score -1052229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1052234.125000 Penalty: 3000.528320
	Iteration 63Q: 3 clusters Score -1052234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1052237.250000 Penalty: 3000.528320
	Iteration 64Q: 3 clusters Score -1052237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1052243.125000 Penalty: 3000.528320
	Iteration 65Q: 3 clusters Score -1052243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1052243.750000 Penalty: 3000.528320
	Iteration 66Q: 3 clusters Score -1052244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1052244.625000 Penalty: 3000.528320
	Iteration 67Q: 3 clusters Score -1052245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1052249.625000 Penalty: 3000.528320
	Iteration 68Q: 3 clusters Score -1052250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1052248.875000 Penalty: 3000.528320
	Iteration 69Q: 3 clusters Score -1052249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1052252.625000 Penalty: 3000.528320
	Iteration 70Q: 3 clusters Score -1052253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1052255.750000 Penalty: 3000.528320
	Iteration 71Q: 3 clusters Score -1052256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1052256.000000 Penalty: 3000.528320
	Iteration 72Q: 3 clusters Score -1052256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1052257.750000 Penalty: 3000.528320
	Iteration 73Q: 3 clusters Score -1052258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1052256.125000 Penalty: 3000.528320
	Iteration 74Q: 3 clusters Score -1052256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1052256.375000 Penalty: 3000.528320
	Iteration 75Q: 3 clusters Score -1052256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1052261.125000 Penalty: 3000.528320
	Iteration 76Q: 3 clusters Score -1052261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1052264.875000 Penalty: 3000.528320
	Iteration 77Q: 3 clusters Score -1052265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1052268.500000 Penalty: 3000.528320
	Iteration 78Q: 3 clusters Score -1052268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1052275.375000 Penalty: 3000.528320
	Iteration 79Q: 3 clusters Score -1052275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1052277.750000 Penalty: 3000.528320
	Iteration 80F: 3 clusters Score -1052278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1052281.250000 Penalty: 3000.528320
	Iteration 81Q: 3 clusters Score -1052281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1052280.750000 Penalty: 3000.528320
	Iteration 82Q: 3 clusters Score -1052281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1052283.000000 Penalty: 3000.528320
	Iteration 83Q: 3 clusters Score -1052283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1052283.000000 Penalty: 3000.528320
	Iteration 84Q: 3 clusters Score -1052283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1052282.250000 Penalty: 3000.528320
	Iteration 85Q: 3 clusters Score -1052282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1052283.750000 Penalty: 3000.528320
	Iteration 86Q: 3 clusters Score -1052284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1052283.000000 Penalty: 3000.528320
	Iteration 87Q: 3 clusters Score -1052283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1052283.250000 Penalty: 3000.528320
	Iteration 88Q: 3 clusters Score -1052283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1052283.250000 Penalty: 3000.528320
	Iteration 89F: 3 clusters Score -1052283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Entering Unmasked Estep 
Score: -421437.562500 Penalty: 1369.573364
	Iteration 0F: 2 clusters Score -421437.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -417774.312500 Penalty: 2739.146729
	Iteration 0F: 3 clusters Score -417774.3 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -419018.281250 Penalty: 2739.146729
	Iteration 1F: 3 clusters Score -419018.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -419509.156250 Penalty: 2739.146729
	Iteration 2F: 3 clusters Score -419509.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -419927.062500 Penalty: 2739.146729
	Iteration 3F: 3 clusters Score -419927.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -420265.875000 Penalty: 2739.146729
	Iteration 4F: 3 clusters Score -420265.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -420475.125000 Penalty: 2739.146729
	Iteration 5F: 3 clusters Score -420475.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -420633.375000 Penalty: 2739.146729
	Iteration 6Q: 3 clusters Score -420633.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -420763.062500 Penalty: 2739.146729
	Iteration 7Q: 3 clusters Score -420763.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -420866.125000 Penalty: 2739.146729
	Iteration 8Q: 3 clusters Score -420866.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -420954.687500 Penalty: 2739.146729
	Iteration 9Q: 3 clusters Score -420954.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -421028.843750 Penalty: 2739.146729
	Iteration 10Q: 3 clusters Score -421028.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -421075.250000 Penalty: 2739.146729
	Iteration 11Q: 3 clusters Score -421075.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -421103.000000 Penalty: 2739.146729
	Iteration 12Q: 3 clusters Score -421103 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -421125.218750 Penalty: 2739.146729
	Iteration 13Q: 3 clusters Score -421125.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -421139.843750 Penalty: 2739.146729
	Iteration 14Q: 3 clusters Score -421139.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -421150.812500 Penalty: 2739.146729
	Iteration 15Q: 3 clusters Score -421150.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -421159.281250 Penalty: 2739.146729
	Iteration 16Q: 3 clusters Score -421159.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -421163.250000 Penalty: 2739.146729
	Iteration 17Q: 3 clusters Score -421163.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -421169.718750 Penalty: 2739.146729
	Iteration 18Q: 3 clusters Score -421169.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -421176.375000 Penalty: 2739.146729
	Iteration 19Q: 3 clusters Score -421176.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -421180.531250 Penalty: 2739.146729
	Iteration 20F: 3 clusters Score -421180.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -421185.968750 Penalty: 2739.146729
	Iteration 21Q: 3 clusters Score -421186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -421189.062500 Penalty: 2739.146729
	Iteration 22Q: 3 clusters Score -421189.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -421189.781250 Penalty: 2739.146729
	Iteration 23Q: 3 clusters Score -421189.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -421189.812500 Penalty: 2739.146729
	Iteration 24Q: 3 clusters Score -421189.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -421189.812500 Penalty: 2739.146729
	Iteration 25F: 3 clusters Score -421189.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Entering Unmasked Estep 
Score: -120968.609375 Penalty: 1150.093384
	Iteration 0F: 2 clusters Score -120968.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -119379.812500 Penalty: 2300.186768
	Iteration 0F: 3 clusters Score -119379.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -119637.398438 Penalty: 2300.186768
	Iteration 1F: 3 clusters Score -119637.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -119746.179688 Penalty: 2300.186768
	Iteration 2F: 3 clusters Score -119746.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -119803.742188 Penalty: 2300.186768
	Iteration 3F: 3 clusters Score -119803.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -119861.804688 Penalty: 2300.186768
	Iteration 4Q: 3 clusters Score -119861.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -119898.632812 Penalty: 2300.186768
	Iteration 5Q: 3 clusters Score -119898.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -119928.148438 Penalty: 2300.186768
	Iteration 6Q: 3 clusters Score -119928.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -119943.812500 Penalty: 2300.186768
	Iteration 7Q: 3 clusters Score -119943.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -119963.335938 Penalty: 2300.186768
	Iteration 8Q: 3 clusters Score -119963.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -119983.500000 Penalty: 2300.186768
	Iteration 9Q: 3 clusters Score -119983.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -120002.843750 Penalty: 2300.186768
	Iteration 10Q: 3 clusters Score -120002.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -120015.156250 Penalty: 2300.186768
	Iteration 11Q: 3 clusters Score -120015.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -120023.476562 Penalty: 2300.186768
	Iteration 12Q: 3 clusters Score -120023.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -120028.851562 Penalty: 2300.186768
	Iteration 13Q: 3 clusters Score -120028.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -120033.703125 Penalty: 2300.186768
	Iteration 14Q: 3 clusters Score -120033.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -120038.703125 Penalty: 2300.186768
	Iteration 15Q: 3 clusters Score -120038.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -120043.812500 Penalty: 2300.186768
	Iteration 16Q: 3 clusters Score -120043.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -120053.375000 Penalty: 2300.186768
	Iteration 17Q: 3 clusters Score -120053.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -120066.632812 Penalty: 2300.186768
	Iteration 18Q: 3 clusters Score -120066.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -120075.546875 Penalty: 2300.186768
	Iteration 19Q: 3 clusters Score -120075.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -120081.820312 Penalty: 2300.186768
	Iteration 20F: 3 clusters Score -120081.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -120084.421875 Penalty: 2300.186768
	Iteration 21Q: 3 clusters Score -120084.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -120086.570312 Penalty: 2300.186768
	Iteration 22Q: 3 clusters Score -120086.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -120086.984375 Penalty: 2300.186768
	Iteration 23Q: 3 clusters Score -120087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -120089.062500 Penalty: 2300.186768
	Iteration 24Q: 3 clusters Score -120089.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -120089.062500 Penalty: 2300.186768
	Iteration 25F: 3 clusters Score -120089.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Entering Unmasked Estep 
Score: -2590102.750000 Penalty: 1641.310059
	Iteration 0F: 2 clusters Score -2590103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2573587.000000 Penalty: 3282.620117
	Iteration 0F: 3 clusters Score -2573587 nChanged 11114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2579900.000000 Penalty: 3282.620117
	Iteration 1F: 3 clusters Score -2579900 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2580288.500000 Penalty: 3282.620117
	Iteration 2Q: 3 clusters Score -2580288 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2580652.750000 Penalty: 3282.620117
	Iteration 3Q: 3 clusters Score -2580653 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2580965.250000 Penalty: 3282.620117
	Iteration 4Q: 3 clusters Score -2580965 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2581261.750000 Penalty: 3282.620117
	Iteration 5Q: 3 clusters Score -2581262 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2581575.750000 Penalty: 3282.620117
	Iteration 6Q: 3 clusters Score -2581576 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2581971.000000 Penalty: 3282.620117
	Iteration 7Q: 3 clusters Score -2581971 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2582481.750000 Penalty: 3282.620117
	Iteration 8Q: 3 clusters Score -2582482 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2583162.500000 Penalty: 3282.620117
	Iteration 9Q: 3 clusters Score -2583162 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2583950.750000 Penalty: 3282.620117
	Iteration 10Q: 3 clusters Score -2583951 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2584746.250000 Penalty: 3282.620117
	Iteration 11Q: 3 clusters Score -2584746 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2585419.000000 Penalty: 3282.620117
	Iteration 12Q: 3 clusters Score -2585419 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2585917.500000 Penalty: 3282.620117
	Iteration 13Q: 3 clusters Score -2585918 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -2586300.250000 Penalty: 3282.620117
	Iteration 14Q: 3 clusters Score -2586300 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -2586635.250000 Penalty: 3282.620117
	Iteration 15Q: 3 clusters Score -2586635 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2586938.000000 Penalty: 3282.620117
	Iteration 16Q: 3 clusters Score -2586938 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2587239.500000 Penalty: 3282.620117
	Iteration 17Q: 3 clusters Score -2587240 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -2587526.250000 Penalty: 3282.620117
	Iteration 18Q: 3 clusters Score -2587526 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -2587773.000000 Penalty: 3282.620117
	Iteration 19Q: 3 clusters Score -2587773 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -2587982.750000 Penalty: 3282.620117
	Iteration 20F: 3 clusters Score -2587983 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -2588146.750000 Penalty: 3282.620117
	Iteration 21Q: 3 clusters Score -2588147 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -2588274.000000 Penalty: 3282.620117
	Iteration 22Q: 3 clusters Score -2588274 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -2588382.750000 Penalty: 3282.620117
	Iteration 23Q: 3 clusters Score -2588383 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -2588440.000000 Penalty: 3282.620117
	Iteration 24Q: 3 clusters Score -2588440 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -2588498.500000 Penalty: 3282.620117
	Iteration 25Q: 3 clusters Score -2588498 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -2588547.250000 Penalty: 3282.620117
	Iteration 26Q: 3 clusters Score -2588547 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -2588575.500000 Penalty: 3282.620117
	Iteration 27Q: 3 clusters Score -2588576 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -2588606.250000 Penalty: 3282.620117
	Iteration 28Q: 3 clusters Score -2588606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -2588622.000000 Penalty: 3282.620117
	Iteration 29Q: 3 clusters Score -2588622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -2588630.500000 Penalty: 3282.620117
	Iteration 30Q: 3 clusters Score -2588630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -2588637.000000 Penalty: 3282.620117
	Iteration 31Q: 3 clusters Score -2588637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -2588649.250000 Penalty: 3282.620117
	Iteration 32Q: 3 clusters Score -2588649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -2588652.500000 Penalty: 3282.620117
	Iteration 33Q: 3 clusters Score -2588652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -2588655.750000 Penalty: 3282.620117
	Iteration 34Q: 3 clusters Score -2588656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -2588658.000000 Penalty: 3282.620117
	Iteration 35Q: 3 clusters Score -2588658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -2588662.750000 Penalty: 3282.620117
	Iteration 36Q: 3 clusters Score -2588663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -2588671.750000 Penalty: 3282.620117
	Iteration 37Q: 3 clusters Score -2588672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -2588673.250000 Penalty: 3282.620117
	Iteration 38Q: 3 clusters Score -2588673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -2588686.500000 Penalty: 3282.620117
	Iteration 39Q: 3 clusters Score -2588686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -2588688.250000 Penalty: 3282.620117
	Iteration 40F: 3 clusters Score -2588688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -2588691.500000 Penalty: 3282.620117
	Iteration 41Q: 3 clusters Score -2588692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -2588693.500000 Penalty: 3282.620117
	Iteration 42Q: 3 clusters Score -2588694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -2588694.000000 Penalty: 3282.620117
	Iteration 43Q: 3 clusters Score -2588694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -2588694.250000 Penalty: 3282.620117
	Iteration 44Q: 3 clusters Score -2588694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -2588694.750000 Penalty: 3282.620117
	Iteration 45Q: 3 clusters Score -2588695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -2588694.750000 Penalty: 3282.620117
	Iteration 46F: 3 clusters Score -2588695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Entering Unmasked Estep 
Score: -608076.000000 Penalty: 1408.442017
	Iteration 0F: 2 clusters Score -608076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -603593.250000 Penalty: 2816.884033
	Iteration 0F: 3 clusters Score -603593.2 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -605032.500000 Penalty: 2816.884033
	Iteration 1F: 3 clusters Score -605032.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -605366.562500 Penalty: 2816.884033
	Iteration 2F: 3 clusters Score -605366.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -605639.062500 Penalty: 2816.884033
	Iteration 3F: 3 clusters Score -605639.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -605835.312500 Penalty: 2816.884033
	Iteration 4F: 3 clusters Score -605835.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -605981.625000 Penalty: 2816.884033
	Iteration 5Q: 3 clusters Score -605981.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -606146.750000 Penalty: 2816.884033
	Iteration 6Q: 3 clusters Score -606146.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -606354.312500 Penalty: 2816.884033
	Iteration 7Q: 3 clusters Score -606354.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -606586.562500 Penalty: 2816.884033
	Iteration 8Q: 3 clusters Score -606586.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -606810.125000 Penalty: 2816.884033
	Iteration 9Q: 3 clusters Score -606810.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -607013.250000 Penalty: 2816.884033
	Iteration 10Q: 3 clusters Score -607013.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -607164.062500 Penalty: 2816.884033
	Iteration 11Q: 3 clusters Score -607164.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -607287.562500 Penalty: 2816.884033
	Iteration 12Q: 3 clusters Score -607287.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -607395.125000 Penalty: 2816.884033
	Iteration 13Q: 3 clusters Score -607395.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -607478.312500 Penalty: 2816.884033
	Iteration 14Q: 3 clusters Score -607478.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -607538.375000 Penalty: 2816.884033
	Iteration 15Q: 3 clusters Score -607538.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -607569.875000 Penalty: 2816.884033
	Iteration 16Q: 3 clusters Score -607569.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -607597.125000 Penalty: 2816.884033
	Iteration 17Q: 3 clusters Score -607597.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -607625.125000 Penalty: 2816.884033
	Iteration 18Q: 3 clusters Score -607625.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -607659.437500 Penalty: 2816.884033
	Iteration 19Q: 3 clusters Score -607659.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -607698.875000 Penalty: 2816.884033
	Iteration 20F: 3 clusters Score -607698.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -607738.750000 Penalty: 2816.884033
	Iteration 21Q: 3 clusters Score -607738.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -607772.750000 Penalty: 2816.884033
	Iteration 22Q: 3 clusters Score -607772.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -607812.562500 Penalty: 2816.884033
	Iteration 23Q: 3 clusters Score -607812.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -607853.687500 Penalty: 2816.884033
	Iteration 24Q: 3 clusters Score -607853.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -607900.500000 Penalty: 2816.884033
	Iteration 25Q: 3 clusters Score -607900.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -607945.375000 Penalty: 2816.884033
	Iteration 26Q: 3 clusters Score -607945.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -607977.625000 Penalty: 2816.884033
	Iteration 27Q: 3 clusters Score -607977.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -608000.437500 Penalty: 2816.884033
	Iteration 28Q: 3 clusters Score -608000.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -608028.062500 Penalty: 2816.884033
	Iteration 29Q: 3 clusters Score -608028.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -608049.937500 Penalty: 2816.884033
	Iteration 30Q: 3 clusters Score -608049.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -608070.437500 Penalty: 2816.884033
	Iteration 31Q: 3 clusters Score -608070.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -608092.187500 Penalty: 2816.884033
	Iteration 32Q: 3 clusters Score -608092.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -608107.812500 Penalty: 2816.884033
	Iteration 33Q: 3 clusters Score -608107.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -608120.750000 Penalty: 2816.884033
	Iteration 34Q: 3 clusters Score -608120.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -608124.562500 Penalty: 2816.884033
	Iteration 35Q: 3 clusters Score -608124.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -608124.875000 Penalty: 2816.884033
	Iteration 36Q: 3 clusters Score -608124.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -608125.375000 Penalty: 2816.884033
	Iteration 37Q: 3 clusters Score -608125.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -608126.437500 Penalty: 2816.884033
	Iteration 38Q: 3 clusters Score -608126.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -608124.875000 Penalty: 2816.884033
	Iteration 39Q: 3 clusters Score -608124.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -608124.875000 Penalty: 2816.884033
	Iteration 40F: 3 clusters Score -608124.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 12997 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127277 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26496 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39382 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17794 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169579 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24352 members 
Mstep: Class 22 contains 2313 members 
Mstep: Class 23 contains 5696 members 
Mstep: Class 24 contains 17796 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23646 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Mstep: Class 36 contains 3497 members 
Entering Unmasked Estep 
Score: -65964408.000000 Penalty: 78222.421875
Splitting cluster 22 changes total score from -65965032.000000 to -65964408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (5696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Entering Unmasked Estep 
Score: -598429.937500 Penalty: 1405.221802
	Iteration 0F: 2 clusters Score -598429.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -593984.000000 Penalty: 2810.443604
	Iteration 0F: 3 clusters Score -593984 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -595262.187500 Penalty: 2810.443604
	Iteration 1F: 3 clusters Score -595262.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -595506.062500 Penalty: 2810.443604
	Iteration 2F: 3 clusters Score -595506.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -595683.812500 Penalty: 2810.443604
	Iteration 3F: 3 clusters Score -595683.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -595806.500000 Penalty: 2810.443604
	Iteration 4Q: 3 clusters Score -595806.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -595885.187500 Penalty: 2810.443604
	Iteration 5Q: 3 clusters Score -595885.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -595953.312500 Penalty: 2810.443604
	Iteration 6Q: 3 clusters Score -595953.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -596018.437500 Penalty: 2810.443604
	Iteration 7Q: 3 clusters Score -596018.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -596082.687500 Penalty: 2810.443604
	Iteration 8Q: 3 clusters Score -596082.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -596138.625000 Penalty: 2810.443604
	Iteration 9Q: 3 clusters Score -596138.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -596196.437500 Penalty: 2810.443604
	Iteration 10Q: 3 clusters Score -596196.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -596254.125000 Penalty: 2810.443604
	Iteration 11Q: 3 clusters Score -596254.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -596306.375000 Penalty: 2810.443604
	Iteration 12Q: 3 clusters Score -596306.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -596363.562500 Penalty: 2810.443604
	Iteration 13Q: 3 clusters Score -596363.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -596420.000000 Penalty: 2810.443604
	Iteration 14Q: 3 clusters Score -596420 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -596482.500000 Penalty: 2810.443604
	Iteration 15Q: 3 clusters Score -596482.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -596550.250000 Penalty: 2810.443604
	Iteration 16Q: 3 clusters Score -596550.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -596624.375000 Penalty: 2810.443604
	Iteration 17Q: 3 clusters Score -596624.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -596714.500000 Penalty: 2810.443604
	Iteration 18Q: 3 clusters Score -596714.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -596811.437500 Penalty: 2810.443604
	Iteration 19Q: 3 clusters Score -596811.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -596908.250000 Penalty: 2810.443604
	Iteration 20F: 3 clusters Score -596908.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -596999.750000 Penalty: 2810.443604
	Iteration 21Q: 3 clusters Score -596999.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -597066.312500 Penalty: 2810.443604
	Iteration 22Q: 3 clusters Score -597066.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -597107.625000 Penalty: 2810.443604
	Iteration 23Q: 3 clusters Score -597107.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -597134.562500 Penalty: 2810.443604
	Iteration 24Q: 3 clusters Score -597134.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -597146.500000 Penalty: 2810.443604
	Iteration 25Q: 3 clusters Score -597146.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -597151.125000 Penalty: 2810.443604
	Iteration 26Q: 3 clusters Score -597151.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -597155.562500 Penalty: 2810.443604
	Iteration 27Q: 3 clusters Score -597155.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -597157.500000 Penalty: 2810.443604
	Iteration 28Q: 3 clusters Score -597157.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -597159.250000 Penalty: 2810.443604
	Iteration 29Q: 3 clusters Score -597159.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -597159.437500 Penalty: 2810.443604
	Iteration 30Q: 3 clusters Score -597159.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -597160.312500 Penalty: 2810.443604
	Iteration 31Q: 3 clusters Score -597160.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -597161.812500 Penalty: 2810.443604
	Iteration 32Q: 3 clusters Score -597161.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -597162.625000 Penalty: 2810.443604
	Iteration 33Q: 3 clusters Score -597162.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -597165.000000 Penalty: 2810.443604
	Iteration 34Q: 3 clusters Score -597165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -597165.812500 Penalty: 2810.443604
	Iteration 35Q: 3 clusters Score -597165.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -597166.750000 Penalty: 2810.443604
	Iteration 36Q: 3 clusters Score -597166.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -597167.500000 Penalty: 2810.443604
	Iteration 37Q: 3 clusters Score -597167.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -597167.500000 Penalty: 2810.443604
	Iteration 38Q: 3 clusters Score -597167.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -597169.062500 Penalty: 2810.443604
	Iteration 39Q: 3 clusters Score -597169.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -597170.062500 Penalty: 2810.443604
	Iteration 40F: 3 clusters Score -597170.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -597169.812500 Penalty: 2810.443604
	Iteration 41Q: 3 clusters Score -597169.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -597170.125000 Penalty: 2810.443604
	Iteration 42Q: 3 clusters Score -597170.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -597170.562500 Penalty: 2810.443604
	Iteration 43Q: 3 clusters Score -597170.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -597172.437500 Penalty: 2810.443604
	Iteration 44Q: 3 clusters Score -597172.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -597174.500000 Penalty: 2810.443604
	Iteration 45Q: 3 clusters Score -597174.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -597176.000000 Penalty: 2810.443604
	Iteration 46Q: 3 clusters Score -597176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -597178.437500 Penalty: 2810.443604
	Iteration 47Q: 3 clusters Score -597178.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -597180.250000 Penalty: 2810.443604
	Iteration 48Q: 3 clusters Score -597180.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -597183.125000 Penalty: 2810.443604
	Iteration 49Q: 3 clusters Score -597183.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -597184.375000 Penalty: 2810.443604
	Iteration 50Q: 3 clusters Score -597184.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -597187.312500 Penalty: 2810.443604
	Iteration 51Q: 3 clusters Score -597187.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -597190.625000 Penalty: 2810.443604
	Iteration 52Q: 3 clusters Score -597190.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -597197.000000 Penalty: 2810.443604
	Iteration 53Q: 3 clusters Score -597197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -597201.562500 Penalty: 2810.443604
	Iteration 54Q: 3 clusters Score -597201.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -597205.437500 Penalty: 2810.443604
	Iteration 55Q: 3 clusters Score -597205.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -597207.000000 Penalty: 2810.443604
	Iteration 56Q: 3 clusters Score -597207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -597207.625000 Penalty: 2810.443604
	Iteration 57Q: 3 clusters Score -597207.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -597209.562500 Penalty: 2810.443604
	Iteration 58Q: 3 clusters Score -597209.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -597212.875000 Penalty: 2810.443604
	Iteration 59Q: 3 clusters Score -597212.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -597214.625000 Penalty: 2810.443604
	Iteration 60F: 3 clusters Score -597214.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -597215.500000 Penalty: 2810.443604
	Iteration 61Q: 3 clusters Score -597215.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -597218.750000 Penalty: 2810.443604
	Iteration 62Q: 3 clusters Score -597218.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -597220.437500 Penalty: 2810.443604
	Iteration 63Q: 3 clusters Score -597220.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -597221.312500 Penalty: 2810.443604
	Iteration 64Q: 3 clusters Score -597221.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -597224.687500 Penalty: 2810.443604
	Iteration 65Q: 3 clusters Score -597224.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -597229.000000 Penalty: 2810.443604
	Iteration 66Q: 3 clusters Score -597229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -597230.125000 Penalty: 2810.443604
	Iteration 67Q: 3 clusters Score -597230.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -597231.937500 Penalty: 2810.443604
	Iteration 68Q: 3 clusters Score -597231.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -597232.937500 Penalty: 2810.443604
	Iteration 69Q: 3 clusters Score -597232.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -597233.250000 Penalty: 2810.443604
	Iteration 70Q: 3 clusters Score -597233.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -597236.187500 Penalty: 2810.443604
	Iteration 71Q: 3 clusters Score -597236.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -597237.687500 Penalty: 2810.443604
	Iteration 72Q: 3 clusters Score -597237.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -597243.187500 Penalty: 2810.443604
	Iteration 73Q: 3 clusters Score -597243.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -597244.562500 Penalty: 2810.443604
	Iteration 74Q: 3 clusters Score -597244.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -597245.812500 Penalty: 2810.443604
	Iteration 75Q: 3 clusters Score -597245.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -597247.625000 Penalty: 2810.443604
	Iteration 76Q: 3 clusters Score -597247.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -597247.625000 Penalty: 2810.443604
	Iteration 77F: 3 clusters Score -597247.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Entering Unmasked Estep 
Score: -1893180.875000 Penalty: 1590.343384
	Iteration 0F: 2 clusters Score -1893181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1880940.750000 Penalty: 3180.686768
	Iteration 0F: 3 clusters Score -1880941 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1885254.250000 Penalty: 3180.686768
	Iteration 1F: 3 clusters Score -1885254 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1885489.000000 Penalty: 3180.686768
	Iteration 2Q: 3 clusters Score -1885489 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1885680.500000 Penalty: 3180.686768
	Iteration 3Q: 3 clusters Score -1885680 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1885889.250000 Penalty: 3180.686768
	Iteration 4Q: 3 clusters Score -1885889 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1886066.375000 Penalty: 3180.686768
	Iteration 5Q: 3 clusters Score -1886066 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1886251.625000 Penalty: 3180.686768
	Iteration 6Q: 3 clusters Score -1886252 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1886474.250000 Penalty: 3180.686768
	Iteration 7Q: 3 clusters Score -1886474 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1886679.250000 Penalty: 3180.686768
	Iteration 8Q: 3 clusters Score -1886679 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1886883.250000 Penalty: 3180.686768
	Iteration 9Q: 3 clusters Score -1886883 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1887104.250000 Penalty: 3180.686768
	Iteration 10Q: 3 clusters Score -1887104 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1887364.625000 Penalty: 3180.686768
	Iteration 11Q: 3 clusters Score -1887365 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1887760.625000 Penalty: 3180.686768
	Iteration 12Q: 3 clusters Score -1887761 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1888263.125000 Penalty: 3180.686768
	Iteration 13Q: 3 clusters Score -1888263 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1888901.875000 Penalty: 3180.686768
	Iteration 14Q: 3 clusters Score -1888902 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1889589.750000 Penalty: 3180.686768
	Iteration 15Q: 3 clusters Score -1889590 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1890160.750000 Penalty: 3180.686768
	Iteration 16Q: 3 clusters Score -1890161 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1890584.625000 Penalty: 3180.686768
	Iteration 17Q: 3 clusters Score -1890585 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1890838.750000 Penalty: 3180.686768
	Iteration 18Q: 3 clusters Score -1890839 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1891006.250000 Penalty: 3180.686768
	Iteration 19Q: 3 clusters Score -1891006 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1891155.625000 Penalty: 3180.686768
	Iteration 20F: 3 clusters Score -1891156 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1891275.625000 Penalty: 3180.686768
	Iteration 21Q: 3 clusters Score -1891276 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1891367.375000 Penalty: 3180.686768
	Iteration 22Q: 3 clusters Score -1891367 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -1891453.250000 Penalty: 3180.686768
	Iteration 23Q: 3 clusters Score -1891453 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1891525.625000 Penalty: 3180.686768
	Iteration 24Q: 3 clusters Score -1891526 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1891597.750000 Penalty: 3180.686768
	Iteration 25Q: 3 clusters Score -1891598 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1891667.375000 Penalty: 3180.686768
	Iteration 26Q: 3 clusters Score -1891667 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -1891732.125000 Penalty: 3180.686768
	Iteration 27Q: 3 clusters Score -1891732 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -1891803.375000 Penalty: 3180.686768
	Iteration 28Q: 3 clusters Score -1891803 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1891856.500000 Penalty: 3180.686768
	Iteration 29Q: 3 clusters Score -1891856 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -1891907.750000 Penalty: 3180.686768
	Iteration 30Q: 3 clusters Score -1891908 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -1891950.500000 Penalty: 3180.686768
	Iteration 31Q: 3 clusters Score -1891950 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1892005.375000 Penalty: 3180.686768
	Iteration 32Q: 3 clusters Score -1892005 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -1892049.125000 Penalty: 3180.686768
	Iteration 33Q: 3 clusters Score -1892049 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -1892070.375000 Penalty: 3180.686768
	Iteration 34Q: 3 clusters Score -1892070 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -1892096.375000 Penalty: 3180.686768
	Iteration 35Q: 3 clusters Score -1892096 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -1892117.000000 Penalty: 3180.686768
	Iteration 36Q: 3 clusters Score -1892117 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -1892126.625000 Penalty: 3180.686768
	Iteration 37Q: 3 clusters Score -1892127 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -1892134.875000 Penalty: 3180.686768
	Iteration 38Q: 3 clusters Score -1892135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -1892140.250000 Penalty: 3180.686768
	Iteration 39Q: 3 clusters Score -1892140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -1892154.250000 Penalty: 3180.686768
	Iteration 40F: 3 clusters Score -1892154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -1892160.375000 Penalty: 3180.686768
	Iteration 41Q: 3 clusters Score -1892160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -1892164.000000 Penalty: 3180.686768
	Iteration 42Q: 3 clusters Score -1892164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -1892168.625000 Penalty: 3180.686768
	Iteration 43Q: 3 clusters Score -1892169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -1892171.625000 Penalty: 3180.686768
	Iteration 44Q: 3 clusters Score -1892172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -1892178.750000 Penalty: 3180.686768
	Iteration 45Q: 3 clusters Score -1892179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -1892181.625000 Penalty: 3180.686768
	Iteration 46Q: 3 clusters Score -1892182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -1892183.500000 Penalty: 3180.686768
	Iteration 47Q: 3 clusters Score -1892184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -1892182.625000 Penalty: 3180.686768
	Iteration 48Q: 3 clusters Score -1892183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -1892180.625000 Penalty: 3180.686768
	Iteration 49Q: 3 clusters Score -1892181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -1892183.250000 Penalty: 3180.686768
	Iteration 50Q: 3 clusters Score -1892183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -1892183.250000 Penalty: 3180.686768
	Iteration 51F: 3 clusters Score -1892183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -65614.984375 Penalty: 1075.328003
	Iteration 0F: 2 clusters Score -65614.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -64392.585938 Penalty: 2150.656006
	Iteration 0F: 3 clusters Score -64392.59 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -64645.476562 Penalty: 2150.656006
	Iteration 1F: 3 clusters Score -64645.48 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -64715.851562 Penalty: 2150.656006
	Iteration 2F: 3 clusters Score -64715.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -64750.460938 Penalty: 2150.656006
	Iteration 3Q: 3 clusters Score -64750.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -64778.257812 Penalty: 2150.656006
	Iteration 4Q: 3 clusters Score -64778.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -64810.105469 Penalty: 2150.656006
	Iteration 5Q: 3 clusters Score -64810.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -64821.679688 Penalty: 2150.656006
	Iteration 6Q: 3 clusters Score -64821.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -64824.453125 Penalty: 2150.656006
	Iteration 7Q: 3 clusters Score -64824.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -64827.917969 Penalty: 2150.656006
	Iteration 8Q: 3 clusters Score -64827.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -64829.937500 Penalty: 2150.656006
	Iteration 9Q: 3 clusters Score -64829.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -64830.695312 Penalty: 2150.656006
	Iteration 10Q: 3 clusters Score -64830.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -64831.562500 Penalty: 2150.656006
	Iteration 11Q: 3 clusters Score -64831.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -64832.457031 Penalty: 2150.656006
	Iteration 12Q: 3 clusters Score -64832.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -64832.457031 Penalty: 2150.656006
	Iteration 13F: 3 clusters Score -64832.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -23728.597656 Penalty: 896.586060
	Iteration 0F: 2 clusters Score -23728.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22903.851562 Penalty: 1793.172119
	Iteration 0F: 3 clusters Score -22903.85 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23018.199219 Penalty: 1793.172119
	Iteration 1F: 3 clusters Score -23018.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23055.251953 Penalty: 1793.172119
	Iteration 2Q: 3 clusters Score -23055.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23058.703125 Penalty: 1793.172119
	Iteration 3Q: 3 clusters Score -23058.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23058.703125 Penalty: 1793.172119
	Iteration 4F: 3 clusters Score -23058.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Entering Unmasked Estep 
Score: -1402222.375000 Penalty: 1546.431274
	Iteration 0F: 2 clusters Score -1402222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1392739.625000 Penalty: 3092.862549
	Iteration 0F: 3 clusters Score -1392740 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1396089.125000 Penalty: 3092.862549
	Iteration 1F: 3 clusters Score -1396089 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1396590.375000 Penalty: 3092.862549
	Iteration 2F: 3 clusters Score -1396590 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1397165.375000 Penalty: 3092.862549
	Iteration 3F: 3 clusters Score -1397165 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1397785.125000 Penalty: 3092.862549
	Iteration 4F: 3 clusters Score -1397785 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1398422.125000 Penalty: 3092.862549
	Iteration 5F: 3 clusters Score -1398422 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1398967.500000 Penalty: 3092.862549
	Iteration 6F: 3 clusters Score -1398968 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1399406.125000 Penalty: 3092.862549
	Iteration 7F: 3 clusters Score -1399406 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1399752.500000 Penalty: 3092.862549
	Iteration 8Q: 3 clusters Score -1399752 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1399998.625000 Penalty: 3092.862549
	Iteration 9Q: 3 clusters Score -1399999 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1400221.750000 Penalty: 3092.862549
	Iteration 10Q: 3 clusters Score -1400222 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1400446.750000 Penalty: 3092.862549
	Iteration 11Q: 3 clusters Score -1400447 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1400646.000000 Penalty: 3092.862549
	Iteration 12Q: 3 clusters Score -1400646 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1400773.125000 Penalty: 3092.862549
	Iteration 13Q: 3 clusters Score -1400773 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1400856.625000 Penalty: 3092.862549
	Iteration 14Q: 3 clusters Score -1400857 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1400935.625000 Penalty: 3092.862549
	Iteration 15Q: 3 clusters Score -1400936 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1400995.500000 Penalty: 3092.862549
	Iteration 16Q: 3 clusters Score -1400996 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1401039.125000 Penalty: 3092.862549
	Iteration 17Q: 3 clusters Score -1401039 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1401077.000000 Penalty: 3092.862549
	Iteration 18Q: 3 clusters Score -1401077 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1401111.250000 Penalty: 3092.862549
	Iteration 19Q: 3 clusters Score -1401111 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1401161.750000 Penalty: 3092.862549
	Iteration 20F: 3 clusters Score -1401162 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1401242.125000 Penalty: 3092.862549
	Iteration 21Q: 3 clusters Score -1401242 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1401345.375000 Penalty: 3092.862549
	Iteration 22Q: 3 clusters Score -1401345 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1401424.125000 Penalty: 3092.862549
	Iteration 23Q: 3 clusters Score -1401424 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1401480.250000 Penalty: 3092.862549
	Iteration 24Q: 3 clusters Score -1401480 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1401526.000000 Penalty: 3092.862549
	Iteration 25Q: 3 clusters Score -1401526 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1401550.750000 Penalty: 3092.862549
	Iteration 26Q: 3 clusters Score -1401551 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1401563.000000 Penalty: 3092.862549
	Iteration 27Q: 3 clusters Score -1401563 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1401572.500000 Penalty: 3092.862549
	Iteration 28Q: 3 clusters Score -1401572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1401576.500000 Penalty: 3092.862549
	Iteration 29Q: 3 clusters Score -1401576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1401575.250000 Penalty: 3092.862549
	Iteration 30Q: 3 clusters Score -1401575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1401577.125000 Penalty: 3092.862549
	Iteration 31Q: 3 clusters Score -1401577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1401575.625000 Penalty: 3092.862549
	Iteration 32Q: 3 clusters Score -1401576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1401575.625000 Penalty: 3092.862549
	Iteration 33F: 3 clusters Score -1401576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -9856.085938 Penalty: 800.678711
	Iteration 0F: 2 clusters Score -9856.086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9373.073242 Penalty: 1601.357422
	Iteration 0F: 3 clusters Score -9373.073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9415.924805 Penalty: 1601.357422
	Iteration 1F: 3 clusters Score -9415.925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9430.068359 Penalty: 1601.357422
	Iteration 2Q: 3 clusters Score -9430.068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9438.385742 Penalty: 1601.357422
	Iteration 3Q: 3 clusters Score -9438.386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9438.385742 Penalty: 1601.357422
	Iteration 4F: 3 clusters Score -9438.386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Entering Unmasked Estep 
Score: -226467.734375 Penalty: 1250.929688
	Iteration 0F: 2 clusters Score -226467.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -224205.765625 Penalty: 2501.859375
	Iteration 0F: 3 clusters Score -224205.8 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -224896.515625 Penalty: 2501.859375
	Iteration 1F: 3 clusters Score -224896.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -225200.359375 Penalty: 2501.859375
	Iteration 2F: 3 clusters Score -225200.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -225414.546875 Penalty: 2501.859375
	Iteration 3F: 3 clusters Score -225414.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -225543.500000 Penalty: 2501.859375
	Iteration 4F: 3 clusters Score -225543.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -225635.906250 Penalty: 2501.859375
	Iteration 5Q: 3 clusters Score -225635.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -225708.937500 Penalty: 2501.859375
	Iteration 6Q: 3 clusters Score -225708.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -225762.812500 Penalty: 2501.859375
	Iteration 7Q: 3 clusters Score -225762.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -225798.062500 Penalty: 2501.859375
	Iteration 8Q: 3 clusters Score -225798.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -225822.984375 Penalty: 2501.859375
	Iteration 9Q: 3 clusters Score -225823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -225837.765625 Penalty: 2501.859375
	Iteration 10Q: 3 clusters Score -225837.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -225844.703125 Penalty: 2501.859375
	Iteration 11Q: 3 clusters Score -225844.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -225848.937500 Penalty: 2501.859375
	Iteration 12Q: 3 clusters Score -225848.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -225850.015625 Penalty: 2501.859375
	Iteration 13Q: 3 clusters Score -225850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -225851.265625 Penalty: 2501.859375
	Iteration 14Q: 3 clusters Score -225851.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -225854.140625 Penalty: 2501.859375
	Iteration 15Q: 3 clusters Score -225854.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -225854.593750 Penalty: 2501.859375
	Iteration 16Q: 3 clusters Score -225854.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -225854.593750 Penalty: 2501.859375
	Iteration 17F: 3 clusters Score -225854.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (23646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Entering Unmasked Estep 
Score: -2509379.500000 Penalty: 1636.529297
	Iteration 0F: 2 clusters Score -2509380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2493517.000000 Penalty: 3273.058594
	Iteration 0F: 3 clusters Score -2493517 nChanged 10721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2499310.500000 Penalty: 3273.058594
	Iteration 1F: 3 clusters Score -2499310 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2499811.000000 Penalty: 3273.058594
	Iteration 2F: 3 clusters Score -2499811 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2500459.250000 Penalty: 3273.058594
	Iteration 3F: 3 clusters Score -2500459 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2501444.500000 Penalty: 3273.058594
	Iteration 4F: 3 clusters Score -2501444 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2502756.250000 Penalty: 3273.058594
	Iteration 5F: 3 clusters Score -2502756 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2504181.500000 Penalty: 3273.058594
	Iteration 6F: 3 clusters Score -2504182 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2505474.250000 Penalty: 3273.058594
	Iteration 7F: 3 clusters Score -2505474 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -2506399.750000 Penalty: 3273.058594
	Iteration 8Q: 3 clusters Score -2506400 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2507014.500000 Penalty: 3273.058594
	Iteration 9Q: 3 clusters Score -2507014 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2507414.250000 Penalty: 3273.058594
	Iteration 10Q: 3 clusters Score -2507414 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -2507594.250000 Penalty: 3273.058594
	Iteration 11Q: 3 clusters Score -2507594 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -2507713.750000 Penalty: 3273.058594
	Iteration 12Q: 3 clusters Score -2507714 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -2507784.750000 Penalty: 3273.058594
	Iteration 13Q: 3 clusters Score -2507785 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -2507848.000000 Penalty: 3273.058594
	Iteration 14Q: 3 clusters Score -2507848 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -2507897.500000 Penalty: 3273.058594
	Iteration 15Q: 3 clusters Score -2507898 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -2507939.500000 Penalty: 3273.058594
	Iteration 16Q: 3 clusters Score -2507940 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -2507970.250000 Penalty: 3273.058594
	Iteration 17Q: 3 clusters Score -2507970 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -2507984.250000 Penalty: 3273.058594
	Iteration 18Q: 3 clusters Score -2507984 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -2507991.500000 Penalty: 3273.058594
	Iteration 19Q: 3 clusters Score -2507992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -2508004.750000 Penalty: 3273.058594
	Iteration 20F: 3 clusters Score -2508005 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -2508019.750000 Penalty: 3273.058594
	Iteration 21Q: 3 clusters Score -2508020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -2508032.750000 Penalty: 3273.058594
	Iteration 22Q: 3 clusters Score -2508033 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -2508048.000000 Penalty: 3273.058594
	Iteration 23Q: 3 clusters Score -2508048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -2508052.250000 Penalty: 3273.058594
	Iteration 24Q: 3 clusters Score -2508052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -2508070.750000 Penalty: 3273.058594
	Iteration 25Q: 3 clusters Score -2508071 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -2508074.250000 Penalty: 3273.058594
	Iteration 26Q: 3 clusters Score -2508074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -2508076.000000 Penalty: 3273.058594
	Iteration 27Q: 3 clusters Score -2508076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -2508081.250000 Penalty: 3273.058594
	Iteration 28Q: 3 clusters Score -2508081 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -2508090.250000 Penalty: 3273.058594
	Iteration 29Q: 3 clusters Score -2508090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -2508097.500000 Penalty: 3273.058594
	Iteration 30Q: 3 clusters Score -2508098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -2508104.750000 Penalty: 3273.058594
	Iteration 31Q: 3 clusters Score -2508105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -2508118.250000 Penalty: 3273.058594
	Iteration 32Q: 3 clusters Score -2508118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -2508120.500000 Penalty: 3273.058594
	Iteration 33Q: 3 clusters Score -2508120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -2508129.750000 Penalty: 3273.058594
	Iteration 34Q: 3 clusters Score -2508130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -2508138.750000 Penalty: 3273.058594
	Iteration 35Q: 3 clusters Score -2508139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -2508146.000000 Penalty: 3273.058594
	Iteration 36Q: 3 clusters Score -2508146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -2508143.750000 Penalty: 3273.058594
	Iteration 37Q: 3 clusters Score -2508144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -2508148.500000 Penalty: 3273.058594
	Iteration 38Q: 3 clusters Score -2508148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -2508153.500000 Penalty: 3273.058594
	Iteration 39Q: 3 clusters Score -2508154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -2508159.500000 Penalty: 3273.058594
	Iteration 40F: 3 clusters Score -2508160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -2508162.000000 Penalty: 3273.058594
	Iteration 41Q: 3 clusters Score -2508162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -2508175.500000 Penalty: 3273.058594
	Iteration 42Q: 3 clusters Score -2508176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -2508184.000000 Penalty: 3273.058594
	Iteration 43Q: 3 clusters Score -2508184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -2508190.000000 Penalty: 3273.058594
	Iteration 44Q: 3 clusters Score -2508190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -2508199.000000 Penalty: 3273.058594
	Iteration 45Q: 3 clusters Score -2508199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -2508197.250000 Penalty: 3273.058594
	Iteration 46Q: 3 clusters Score -2508197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -2508201.750000 Penalty: 3273.058594
	Iteration 47Q: 3 clusters Score -2508202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -2508204.250000 Penalty: 3273.058594
	Iteration 48Q: 3 clusters Score -2508204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -2508204.250000 Penalty: 3273.058594
	Iteration 49Q: 3 clusters Score -2508204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -2508202.500000 Penalty: 3273.058594
	Iteration 50Q: 3 clusters Score -2508202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -2508206.750000 Penalty: 3273.058594
	Iteration 51Q: 3 clusters Score -2508207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -2508212.000000 Penalty: 3273.058594
	Iteration 52Q: 3 clusters Score -2508212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -2508217.750000 Penalty: 3273.058594
	Iteration 53Q: 3 clusters Score -2508218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -2508225.750000 Penalty: 3273.058594
	Iteration 54Q: 3 clusters Score -2508226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -2508228.750000 Penalty: 3273.058594
	Iteration 55Q: 3 clusters Score -2508229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -2508227.750000 Penalty: 3273.058594
	Iteration 56Q: 3 clusters Score -2508228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -2508228.250000 Penalty: 3273.058594
	Iteration 57Q: 3 clusters Score -2508228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -2508228.250000 Penalty: 3273.058594
	Iteration 58F: 3 clusters Score -2508228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -35382.167969 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -35382.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34452.117188 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -34452.12 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34589.765625 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -34589.77 nChanged 26
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: -34640.113281 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -34640.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34651.988281 Penalty: 1936.488037
	Iteration 3Q: 3 clusters Score -34651.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34676.710938 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -34676.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34690.351562 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -34690.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34697.562500 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -34697.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34701.285156 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -34701.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34708.394531 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -34708.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34708.394531 Penalty: 1936.488037
	Iteration 9F: 3 clusters Score -34708.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Entering Unmasked Estep 
Score: -150549.921875 Penalty: 1205.356812
	Iteration 0F: 2 clusters Score -150549.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -148668.234375 Penalty: 2410.713623
	Iteration 0F: 3 clusters Score -148668.2 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -149082.796875 Penalty: 2410.713623
	Iteration 1F: 3 clusters Score -149082.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -149229.781250 Penalty: 2410.713623
	Iteration 2F: 3 clusters Score -149229.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -149344.359375 Penalty: 2410.713623
	Iteration 3F: 3 clusters Score -149344.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -149438.640625 Penalty: 2410.713623
	Iteration 4Q: 3 clusters Score -149438.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -149531.203125 Penalty: 2410.713623
	Iteration 5Q: 3 clusters Score -149531.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -149630.593750 Penalty: 2410.713623
	Iteration 6Q: 3 clusters Score -149630.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -149697.593750 Penalty: 2410.713623
	Iteration 7Q: 3 clusters Score -149697.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -149762.640625 Penalty: 2410.713623
	Iteration 8Q: 3 clusters Score -149762.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -149813.171875 Penalty: 2410.713623
	Iteration 9Q: 3 clusters Score -149813.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -149849.750000 Penalty: 2410.713623
	Iteration 10Q: 3 clusters Score -149849.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -149884.625000 Penalty: 2410.713623
	Iteration 11Q: 3 clusters Score -149884.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -149911.703125 Penalty: 2410.713623
	Iteration 12Q: 3 clusters Score -149911.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -149928.046875 Penalty: 2410.713623
	Iteration 13Q: 3 clusters Score -149928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -149951.390625 Penalty: 2410.713623
	Iteration 14Q: 3 clusters Score -149951.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -149977.171875 Penalty: 2410.713623
	Iteration 15Q: 3 clusters Score -149977.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -149998.234375 Penalty: 2410.713623
	Iteration 16Q: 3 clusters Score -149998.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -150006.234375 Penalty: 2410.713623
	Iteration 17Q: 3 clusters Score -150006.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -150008.234375 Penalty: 2410.713623
	Iteration 18Q: 3 clusters Score -150008.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -150009.000000 Penalty: 2410.713623
	Iteration 19Q: 3 clusters Score -150009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -150012.421875 Penalty: 2410.713623
	Iteration 20F: 3 clusters Score -150012.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -150014.015625 Penalty: 2410.713623
	Iteration 21Q: 3 clusters Score -150014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -150016.687500 Penalty: 2410.713623
	Iteration 22Q: 3 clusters Score -150016.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -150017.734375 Penalty: 2410.713623
	Iteration 23Q: 3 clusters Score -150017.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -150017.734375 Penalty: 2410.713623
	Iteration 24F: 3 clusters Score -150017.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Entering Unmasked Estep 
Score: -257096.906250 Penalty: 1276.840698
	Iteration 0F: 2 clusters Score -257096.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -254703.171875 Penalty: 2553.681396
	Iteration 0F: 3 clusters Score -254703.2 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -255440.359375 Penalty: 2553.681396
	Iteration 1F: 3 clusters Score -255440.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -255763.796875 Penalty: 2553.681396
	Iteration 2F: 3 clusters Score -255763.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -255977.156250 Penalty: 2553.681396
	Iteration 3F: 3 clusters Score -255977.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -256147.796875 Penalty: 2553.681396
	Iteration 4F: 3 clusters Score -256147.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -256251.390625 Penalty: 2553.681396
	Iteration 5Q: 3 clusters Score -256251.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -256317.031250 Penalty: 2553.681396
	Iteration 6Q: 3 clusters Score -256317 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -256371.656250 Penalty: 2553.681396
	Iteration 7Q: 3 clusters Score -256371.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -256417.968750 Penalty: 2553.681396
	Iteration 8Q: 3 clusters Score -256418 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -256444.609375 Penalty: 2553.681396
	Iteration 9Q: 3 clusters Score -256444.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -256469.187500 Penalty: 2553.681396
	Iteration 10Q: 3 clusters Score -256469.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -256484.687500 Penalty: 2553.681396
	Iteration 11Q: 3 clusters Score -256484.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -256495.968750 Penalty: 2553.681396
	Iteration 12Q: 3 clusters Score -256496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -256506.078125 Penalty: 2553.681396
	Iteration 13Q: 3 clusters Score -256506.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -256512.718750 Penalty: 2553.681396
	Iteration 14Q: 3 clusters Score -256512.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -256518.156250 Penalty: 2553.681396
	Iteration 15Q: 3 clusters Score -256518.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -256522.640625 Penalty: 2553.681396
	Iteration 16Q: 3 clusters Score -256522.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -256528.531250 Penalty: 2553.681396
	Iteration 17Q: 3 clusters Score -256528.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -256532.390625 Penalty: 2553.681396
	Iteration 18Q: 3 clusters Score -256532.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -256537.703125 Penalty: 2553.681396
	Iteration 19Q: 3 clusters Score -256537.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -256543.703125 Penalty: 2553.681396
	Iteration 20F: 3 clusters Score -256543.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -256549.890625 Penalty: 2553.681396
	Iteration 21Q: 3 clusters Score -256549.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -256553.500000 Penalty: 2553.681396
	Iteration 22Q: 3 clusters Score -256553.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -256556.421875 Penalty: 2553.681396
	Iteration 23Q: 3 clusters Score -256556.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -256559.093750 Penalty: 2553.681396
	Iteration 24Q: 3 clusters Score -256559.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -256559.843750 Penalty: 2553.681396
	Iteration 25Q: 3 clusters Score -256559.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -256561.484375 Penalty: 2553.681396
	Iteration 26Q: 3 clusters Score -256561.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -256562.500000 Penalty: 2553.681396
	Iteration 27Q: 3 clusters Score -256562.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -256562.921875 Penalty: 2553.681396
	Iteration 28Q: 3 clusters Score -256562.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -256563.921875 Penalty: 2553.681396
	Iteration 29Q: 3 clusters Score -256563.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -256564.421875 Penalty: 2553.681396
	Iteration 30Q: 3 clusters Score -256564.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -256564.421875 Penalty: 2553.681396
	Iteration 31F: 3 clusters Score -256564.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -17147.923828 Penalty: 868.129333
	Iteration 0F: 2 clusters Score -17147.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16390.445312 Penalty: 1736.258667
	Iteration 0F: 3 clusters Score -16390.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16489.101562 Penalty: 1736.258667
	Iteration 1F: 3 clusters Score -16489.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16502.476562 Penalty: 1736.258667
	Iteration 2Q: 3 clusters Score -16502.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16514.005859 Penalty: 1736.258667
	Iteration 3Q: 3 clusters Score -16514.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16515.039062 Penalty: 1736.258667
	Iteration 4Q: 3 clusters Score -16515.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16515.039062 Penalty: 1736.258667
	Iteration 5F: 3 clusters Score -16515.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Entering Unmasked Estep 
Score: -158608.484375 Penalty: 1198.885864
	Iteration 0F: 2 clusters Score -158608.5 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 808 members 
Entering Unmasked Estep 
Score: -156734.546875 Penalty: 2397.771729
	Iteration 0F: 3 clusters Score -156734.5 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -157165.890625 Penalty: 2397.771729
	Iteration 1F: 3 clusters Score -157165.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -157342.046875 Penalty: 2397.771729
	Iteration 2F: 3 clusters Score -157342 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -157512.000000 Penalty: 2397.771729
	Iteration 3F: 3 clusters Score -157512 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -157654.890625 Penalty: 2397.771729
	Iteration 4F: 3 clusters Score -157654.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -157747.046875 Penalty: 2397.771729
	Iteration 5F: 3 clusters Score -157747 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -157801.125000 Penalty: 2397.771729
	Iteration 6Q: 3 clusters Score -157801.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -157848.625000 Penalty: 2397.771729
	Iteration 7Q: 3 clusters Score -157848.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -157885.609375 Penalty: 2397.771729
	Iteration 8Q: 3 clusters Score -157885.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -157917.953125 Penalty: 2397.771729
	Iteration 9Q: 3 clusters Score -157918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -157942.906250 Penalty: 2397.771729
	Iteration 10Q: 3 clusters Score -157942.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -157963.468750 Penalty: 2397.771729
	Iteration 11Q: 3 clusters Score -157963.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -157978.812500 Penalty: 2397.771729
	Iteration 12Q: 3 clusters Score -157978.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -157990.703125 Penalty: 2397.771729
	Iteration 13Q: 3 clusters Score -157990.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -158004.375000 Penalty: 2397.771729
	Iteration 14Q: 3 clusters Score -158004.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -158021.218750 Penalty: 2397.771729
	Iteration 15Q: 3 clusters Score -158021.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -158039.000000 Penalty: 2397.771729
	Iteration 16Q: 3 clusters Score -158039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -158054.093750 Penalty: 2397.771729
	Iteration 17Q: 3 clusters Score -158054.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -158068.093750 Penalty: 2397.771729
	Iteration 18Q: 3 clusters Score -158068.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -158084.156250 Penalty: 2397.771729
	Iteration 19Q: 3 clusters Score -158084.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -158095.359375 Penalty: 2397.771729
	Iteration 20F: 3 clusters Score -158095.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -158101.281250 Penalty: 2397.771729
	Iteration 21Q: 3 clusters Score -158101.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -158106.812500 Penalty: 2397.771729
	Iteration 22Q: 3 clusters Score -158106.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -158113.890625 Penalty: 2397.771729
	Iteration 23Q: 3 clusters Score -158113.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -158119.250000 Penalty: 2397.771729
	Iteration 24Q: 3 clusters Score -158119.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -158128.046875 Penalty: 2397.771729
	Iteration 25Q: 3 clusters Score -158128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -158139.296875 Penalty: 2397.771729
	Iteration 26Q: 3 clusters Score -158139.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -158141.296875 Penalty: 2397.771729
	Iteration 27Q: 3 clusters Score -158141.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -158141.296875 Penalty: 2397.771729
	Iteration 28F: 3 clusters Score -158141.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 12997 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127277 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26496 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39382 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17794 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169579 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24352 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 5696 members 
Mstep: Class 24 contains 17796 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23646 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965036.000000 Penalty: 76049.578125
Iteration 199Q: 36 clusters Score -6.596504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 12997 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127277 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26497 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39382 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17794 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169579 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24352 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 5696 members 
Mstep: Class 24 contains 17796 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23646 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965036.000000 Penalty: 76049.578125
Iteration 200F: 36 clusters Score -6.596504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 12997 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127277 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26499 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39382 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17794 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169578 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24352 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 5694 members 
Mstep: Class 24 contains 17796 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23646 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965048.000000 Penalty: 76049.578125
Iteration 201Q: 36 clusters Score -6.596505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 12997 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127277 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26503 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39382 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17794 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169579 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24351 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 5691 members 
Mstep: Class 24 contains 17796 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23646 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965040.000000 Penalty: 76049.578125
Iteration 202Q: 36 clusters Score -6.596504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 12997 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127277 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26505 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39382 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17794 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169579 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24351 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 5690 members 
Mstep: Class 24 contains 17795 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23646 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965040.000000 Penalty: 76049.578125
Iteration 203Q: 36 clusters Score -6.596504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 12997 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127276 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26509 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39382 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17794 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169580 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24351 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 5686 members 
Mstep: Class 24 contains 17795 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23646 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965048.000000 Penalty: 76049.578125
Iteration 204Q: 36 clusters Score -6.596505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 12997 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127276 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26514 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39382 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17794 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169581 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24351 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 5681 members 
Mstep: Class 24 contains 17795 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23646 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965028.000000 Penalty: 76049.578125
Iteration 205Q: 36 clusters Score -6.596503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 12997 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127276 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26517 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39382 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17794 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169580 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24351 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 5678 members 
Mstep: Class 24 contains 17795 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23646 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965060.000000 Penalty: 76049.578125
Iteration 206Q: 36 clusters Score -6.596506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 12997 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127276 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26518 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39382 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17795 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169581 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24351 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 5675 members 
Mstep: Class 24 contains 17795 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23646 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965068.000000 Penalty: 76049.578125
Iteration 207Q: 36 clusters Score -6.596507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 12996 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127275 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26519 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39382 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17796 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169581 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24351 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 5674 members 
Mstep: Class 24 contains 17795 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23646 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965056.000000 Penalty: 76049.578125
Iteration 208Q: 36 clusters Score -6.596506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 12995 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127275 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26524 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39382 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17797 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169580 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24351 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 5669 members 
Mstep: Class 24 contains 17794 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23648 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965076.000000 Penalty: 76049.578125
Iteration 209Q: 36 clusters Score -6.596508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 12993 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127275 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26523 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39382 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169583 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24350 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 5663 members 
Mstep: Class 24 contains 17793 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13585 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23648 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965096.000000 Penalty: 76049.578125
Iteration 210Q: 36 clusters Score -6.59651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 12990 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31084 members 
Mstep: Class 6 contains 127278 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26525 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39382 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169582 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24349 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 5660 members 
Mstep: Class 24 contains 17791 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13588 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23649 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965128.000000 Penalty: 76049.578125
Iteration 211Q: 36 clusters Score -6.596513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 12987 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127278 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26530 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39382 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169580 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24349 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 5657 members 
Mstep: Class 24 contains 17789 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13591 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23649 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965108.000000 Penalty: 76049.578125
Iteration 212Q: 36 clusters Score -6.596511e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 12983 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127278 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26535 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39382 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169579 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24348 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 5652 members 
Mstep: Class 24 contains 17789 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13596 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23650 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965104.000000 Penalty: 76049.578125
Iteration 213Q: 36 clusters Score -6.59651e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 12979 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11549 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127278 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26542 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39381 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169579 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24348 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 5646 members 
Mstep: Class 24 contains 17789 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13599 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23650 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965108.000000 Penalty: 76049.578125
Iteration 214Q: 36 clusters Score -6.596511e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 12976 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11549 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127278 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26548 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39380 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169575 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24348 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 5643 members 
Mstep: Class 24 contains 17789 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13602 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23651 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965140.000000 Penalty: 76049.578125
Iteration 215Q: 36 clusters Score -6.596514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 12976 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11550 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127278 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26551 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39378 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17797 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169575 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24348 members 
Mstep: Class 22 contains 5812 members 
Mstep: Class 23 contains 5638 members 
Mstep: Class 24 contains 17788 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13604 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23654 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965128.000000 Penalty: 76049.578125
Iteration 216Q: 36 clusters Score -6.596513e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 12972 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11554 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127278 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26558 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39373 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169575 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24348 members 
Mstep: Class 22 contains 5812 members 
Mstep: Class 23 contains 5632 members 
Mstep: Class 24 contains 17788 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13608 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23653 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965084.000000 Penalty: 76049.578125
Iteration 217Q: 36 clusters Score -6.596508e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 12975 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11556 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127279 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26558 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39367 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7193 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169575 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24348 members 
Mstep: Class 22 contains 5812 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 17788 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13610 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23652 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965092.000000 Penalty: 76049.578125
Iteration 218Q: 36 clusters Score -6.596509e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 12972 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11560 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127279 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26559 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39364 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7194 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169576 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24348 members 
Mstep: Class 22 contains 5812 members 
Mstep: Class 23 contains 5626 members 
Mstep: Class 24 contains 17788 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13612 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23653 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965096.000000 Penalty: 76049.578125
Iteration 219Q: 36 clusters Score -6.59651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 12970 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11559 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127280 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26564 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39365 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7194 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169574 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24348 members 
Mstep: Class 22 contains 5813 members 
Mstep: Class 23 contains 5623 members 
Mstep: Class 24 contains 17788 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13613 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23653 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965096.000000 Penalty: 76049.578125
Iteration 220F: 36 clusters Score -6.59651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 12968 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11560 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127280 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26567 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39364 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7194 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169573 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24348 members 
Mstep: Class 22 contains 5813 members 
Mstep: Class 23 contains 5620 members 
Mstep: Class 24 contains 17788 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13614 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23653 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965096.000000 Penalty: 76049.578125
Iteration 221Q: 36 clusters Score -6.59651e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 12965 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11561 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127280 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26571 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39363 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7194 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169572 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4575 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24348 members 
Mstep: Class 22 contains 5813 members 
Mstep: Class 23 contains 5616 members 
Mstep: Class 24 contains 17788 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13615 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23653 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1665 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965104.000000 Penalty: 76049.578125
Iteration 222Q: 36 clusters Score -6.59651e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11563 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127281 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26577 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39361 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7194 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169568 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4575 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24348 members 
Mstep: Class 22 contains 5813 members 
Mstep: Class 23 contains 5613 members 
Mstep: Class 24 contains 17788 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13616 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23653 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965104.000000 Penalty: 76049.578125
Iteration 223Q: 36 clusters Score -6.59651e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11563 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127282 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26582 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39360 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7194 members 
Mstep: Class 13 contains 11436 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169564 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4575 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24348 members 
Mstep: Class 22 contains 5814 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 17786 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13615 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23653 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965112.000000 Penalty: 76049.578125
Iteration 224Q: 36 clusters Score -6.596511e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11563 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127282 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26585 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39359 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7193 members 
Mstep: Class 13 contains 11437 members 
Mstep: Class 14 contains 17798 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169564 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4575 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24348 members 
Mstep: Class 22 contains 5815 members 
Mstep: Class 23 contains 5606 members 
Mstep: Class 24 contains 17786 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13615 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23653 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965112.000000 Penalty: 76049.578125
Iteration 225Q: 36 clusters Score -6.596511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 12965 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11563 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127282 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26588 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39358 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7193 members 
Mstep: Class 13 contains 11438 members 
Mstep: Class 14 contains 17797 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169562 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4576 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24348 members 
Mstep: Class 22 contains 5814 members 
Mstep: Class 23 contains 5606 members 
Mstep: Class 24 contains 17786 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13615 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23653 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965092.000000 Penalty: 76049.578125
Iteration 226Q: 36 clusters Score -6.596509e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 12964 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11563 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127282 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26594 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39358 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11440 members 
Mstep: Class 14 contains 17796 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169559 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4575 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24348 members 
Mstep: Class 22 contains 5814 members 
Mstep: Class 23 contains 5607 members 
Mstep: Class 24 contains 17786 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13615 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23652 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965148.000000 Penalty: 76049.578125
Iteration 227Q: 36 clusters Score -6.596515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11563 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127282 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26596 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39357 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11441 members 
Mstep: Class 14 contains 17797 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169560 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4575 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24348 members 
Mstep: Class 22 contains 5814 members 
Mstep: Class 23 contains 5607 members 
Mstep: Class 24 contains 17786 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13615 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23650 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965172.000000 Penalty: 76049.578125
Iteration 228Q: 36 clusters Score -6.596517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 12962 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11563 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127282 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26597 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39357 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11442 members 
Mstep: Class 14 contains 17796 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169560 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4575 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24348 members 
Mstep: Class 22 contains 5814 members 
Mstep: Class 23 contains 5607 members 
Mstep: Class 24 contains 17786 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13616 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23649 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965156.000000 Penalty: 76049.578125
Iteration 229Q: 36 clusters Score -6.596516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 12960 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11563 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127282 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26597 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39357 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11443 members 
Mstep: Class 14 contains 17795 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169561 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4575 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24348 members 
Mstep: Class 22 contains 5814 members 
Mstep: Class 23 contains 5607 members 
Mstep: Class 24 contains 17786 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13618 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23648 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965192.000000 Penalty: 76049.578125
Iteration 230Q: 36 clusters Score -6.596519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 12961 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11563 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127282 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26597 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39356 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11443 members 
Mstep: Class 14 contains 17795 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169561 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4575 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24348 members 
Mstep: Class 22 contains 5814 members 
Mstep: Class 23 contains 5607 members 
Mstep: Class 24 contains 17786 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13618 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23647 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965172.000000 Penalty: 76049.578125
Iteration 231Q: 36 clusters Score -6.596517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 12961 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11563 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127282 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26597 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39355 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11443 members 
Mstep: Class 14 contains 17795 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169561 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4575 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24349 members 
Mstep: Class 22 contains 5814 members 
Mstep: Class 23 contains 5607 members 
Mstep: Class 24 contains 17786 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13618 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23646 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965156.000000 Penalty: 76049.578125
Iteration 232Q: 36 clusters Score -6.596516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 12961 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11563 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127282 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26597 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39355 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11443 members 
Mstep: Class 14 contains 17795 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169561 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4575 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24349 members 
Mstep: Class 22 contains 5814 members 
Mstep: Class 23 contains 5607 members 
Mstep: Class 24 contains 17786 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13618 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23645 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965156.000000 Penalty: 76049.578125
Iteration 233Q: 36 clusters Score -6.596516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 12961 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11563 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127282 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26597 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39355 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11443 members 
Mstep: Class 14 contains 17795 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169562 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4575 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24349 members 
Mstep: Class 22 contains 5814 members 
Mstep: Class 23 contains 5607 members 
Mstep: Class 24 contains 17786 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13618 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23644 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965160.000000 Penalty: 76049.578125
Iteration 234Q: 36 clusters Score -6.596516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 12961 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11563 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127282 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26597 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39355 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11443 members 
Mstep: Class 14 contains 17795 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169562 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4575 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24349 members 
Mstep: Class 22 contains 5814 members 
Mstep: Class 23 contains 5607 members 
Mstep: Class 24 contains 17786 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13618 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23644 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65965160.000000 Penalty: 76049.578125
Iteration 235F: 36 clusters Score -6.596516e+07 nChanged 0
Entering ConstructFrom: 
Score: -65965160.000000 Penalty: 76049.578125
Entering ConstructFrom: 
Trying to split cluster 1 (44988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Entering Unmasked Estep 
Score: -4443867.500000 Penalty: 1741.049561
	Iteration 0F: 2 clusters Score -4443868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -4413536.500000 Penalty: 3482.099121
	Iteration 0F: 3 clusters Score -4413536 nChanged 21175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -4425891.000000 Penalty: 3482.099121
	Iteration 1F: 3 clusters Score -4425891 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -4426699.000000 Penalty: 3482.099121
	Iteration 2Q: 3 clusters Score -4426699 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -4427646.500000 Penalty: 3482.099121
	Iteration 3Q: 3 clusters Score -4427646 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -4428906.000000 Penalty: 3482.099121
	Iteration 4F: 3 clusters Score -4428906 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -4430683.000000 Penalty: 3482.099121
	Iteration 5F: 3 clusters Score -4430683 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -4432737.000000 Penalty: 3482.099121
	Iteration 6F: 3 clusters Score -4432737 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -4434382.500000 Penalty: 3482.099121
	Iteration 7F: 3 clusters Score -4434382 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -4435605.000000 Penalty: 3482.099121
	Iteration 8Q: 3 clusters Score -4435605 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -4436449.500000 Penalty: 3482.099121
	Iteration 9Q: 3 clusters Score -4436450 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -4437100.500000 Penalty: 3482.099121
	Iteration 10Q: 3 clusters Score -4437100 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -4437619.000000 Penalty: 3482.099121
	Iteration 11Q: 3 clusters Score -4437619 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -4438069.000000 Penalty: 3482.099121
	Iteration 12Q: 3 clusters Score -4438069 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -4438552.000000 Penalty: 3482.099121
	Iteration 13Q: 3 clusters Score -4438552 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -4439005.500000 Penalty: 3482.099121
	Iteration 14Q: 3 clusters Score -4439006 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -4439413.500000 Penalty: 3482.099121
	Iteration 15Q: 3 clusters Score -4439414 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -4439834.500000 Penalty: 3482.099121
	Iteration 16Q: 3 clusters Score -4439834 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -4440246.000000 Penalty: 3482.099121
	Iteration 17Q: 3 clusters Score -4440246 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -4440623.500000 Penalty: 3482.099121
	Iteration 18Q: 3 clusters Score -4440624 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -4440985.500000 Penalty: 3482.099121
	Iteration 19Q: 3 clusters Score -4440986 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -4441310.000000 Penalty: 3482.099121
	Iteration 20F: 3 clusters Score -4441310 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -4441560.500000 Penalty: 3482.099121
	Iteration 21Q: 3 clusters Score -4441560 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -4441801.000000 Penalty: 3482.099121
	Iteration 22Q: 3 clusters Score -4441801 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -4442024.500000 Penalty: 3482.099121
	Iteration 23Q: 3 clusters Score -4442024 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -4442189.000000 Penalty: 3482.099121
	Iteration 24Q: 3 clusters Score -4442189 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -4442316.500000 Penalty: 3482.099121
	Iteration 25Q: 3 clusters Score -4442316 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -4442432.500000 Penalty: 3482.099121
	Iteration 26Q: 3 clusters Score -4442432 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -4442538.500000 Penalty: 3482.099121
	Iteration 27Q: 3 clusters Score -4442538 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -4442604.000000 Penalty: 3482.099121
	Iteration 28Q: 3 clusters Score -4442604 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -4442662.000000 Penalty: 3482.099121
	Iteration 29Q: 3 clusters Score -4442662 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -4442722.500000 Penalty: 3482.099121
	Iteration 30Q: 3 clusters Score -4442722 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -4442772.000000 Penalty: 3482.099121
	Iteration 31Q: 3 clusters Score -4442772 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -4442811.500000 Penalty: 3482.099121
	Iteration 32Q: 3 clusters Score -4442812 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -4442833.000000 Penalty: 3482.099121
	Iteration 33Q: 3 clusters Score -4442833 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -4442856.500000 Penalty: 3482.099121
	Iteration 34Q: 3 clusters Score -4442856 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -4442883.500000 Penalty: 3482.099121
	Iteration 35Q: 3 clusters Score -4442884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -4442901.000000 Penalty: 3482.099121
	Iteration 36Q: 3 clusters Score -4442901 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -4442912.500000 Penalty: 3482.099121
	Iteration 37Q: 3 clusters Score -4442912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -4442909.500000 Penalty: 3482.099121
	Iteration 38Q: 3 clusters Score -4442910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -4442913.500000 Penalty: 3482.099121
	Iteration 39Q: 3 clusters Score -4442914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -4442918.500000 Penalty: 3482.099121
	Iteration 40F: 3 clusters Score -4442918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -4442923.000000 Penalty: 3482.099121
	Iteration 41Q: 3 clusters Score -4442923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -4442919.000000 Penalty: 3482.099121
	Iteration 42Q: 3 clusters Score -4442919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -4442920.500000 Penalty: 3482.099121
	Iteration 43Q: 3 clusters Score -4442920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -4442922.000000 Penalty: 3482.099121
	Iteration 44Q: 3 clusters Score -4442922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -4442925.000000 Penalty: 3482.099121
	Iteration 45Q: 3 clusters Score -4442925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -4442930.000000 Penalty: 3482.099121
	Iteration 46Q: 3 clusters Score -4442930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -4442931.000000 Penalty: 3482.099121
	Iteration 47Q: 3 clusters Score -4442931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -4442932.500000 Penalty: 3482.099121
	Iteration 48Q: 3 clusters Score -4442932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -4442946.500000 Penalty: 3482.099121
	Iteration 49Q: 3 clusters Score -4442946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -4442950.000000 Penalty: 3482.099121
	Iteration 50Q: 3 clusters Score -4442950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -4442953.000000 Penalty: 3482.099121
	Iteration 51Q: 3 clusters Score -4442953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -4442961.000000 Penalty: 3482.099121
	Iteration 52Q: 3 clusters Score -4442961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -4442968.000000 Penalty: 3482.099121
	Iteration 53Q: 3 clusters Score -4442968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -4442969.000000 Penalty: 3482.099121
	Iteration 54Q: 3 clusters Score -4442969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -4442972.500000 Penalty: 3482.099121
	Iteration 55Q: 3 clusters Score -4442972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -4442971.500000 Penalty: 3482.099121
	Iteration 56Q: 3 clusters Score -4442972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -4442972.500000 Penalty: 3482.099121
	Iteration 57Q: 3 clusters Score -4442972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -4442973.000000 Penalty: 3482.099121
	Iteration 58Q: 3 clusters Score -4442973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -4442969.500000 Penalty: 3482.099121
	Iteration 59Q: 3 clusters Score -4442970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -4442969.500000 Penalty: 3482.099121
	Iteration 60F: 3 clusters Score -4442970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Entering Unmasked Estep 
Score: -1349478.875000 Penalty: 1538.826172
	Iteration 0F: 2 clusters Score -1349479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1340402.875000 Penalty: 3077.652344
	Iteration 0F: 3 clusters Score -1340403 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1343466.375000 Penalty: 3077.652344
	Iteration 1F: 3 clusters Score -1343466 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1343899.750000 Penalty: 3077.652344
	Iteration 2F: 3 clusters Score -1343900 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1344326.375000 Penalty: 3077.652344
	Iteration 3F: 3 clusters Score -1344326 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1344720.125000 Penalty: 3077.652344
	Iteration 4F: 3 clusters Score -1344720 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1345128.750000 Penalty: 3077.652344
	Iteration 5F: 3 clusters Score -1345129 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1345545.375000 Penalty: 3077.652344
	Iteration 6F: 3 clusters Score -1345545 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1345871.750000 Penalty: 3077.652344
	Iteration 7F: 3 clusters Score -1345872 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1346094.250000 Penalty: 3077.652344
	Iteration 8Q: 3 clusters Score -1346094 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1346292.000000 Penalty: 3077.652344
	Iteration 9Q: 3 clusters Score -1346292 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1346431.125000 Penalty: 3077.652344
	Iteration 10Q: 3 clusters Score -1346431 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1346556.750000 Penalty: 3077.652344
	Iteration 11Q: 3 clusters Score -1346557 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1346650.375000 Penalty: 3077.652344
	Iteration 12Q: 3 clusters Score -1346650 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1346723.875000 Penalty: 3077.652344
	Iteration 13Q: 3 clusters Score -1346724 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1346778.000000 Penalty: 3077.652344
	Iteration 14Q: 3 clusters Score -1346778 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1346825.750000 Penalty: 3077.652344
	Iteration 15Q: 3 clusters Score -1346826 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1346876.000000 Penalty: 3077.652344
	Iteration 16Q: 3 clusters Score -1346876 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1346913.875000 Penalty: 3077.652344
	Iteration 17Q: 3 clusters Score -1346914 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1346952.750000 Penalty: 3077.652344
	Iteration 18Q: 3 clusters Score -1346953 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1346984.125000 Penalty: 3077.652344
	Iteration 19Q: 3 clusters Score -1346984 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1347017.000000 Penalty: 3077.652344
	Iteration 20F: 3 clusters Score -1347017 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1347050.250000 Penalty: 3077.652344
	Iteration 21Q: 3 clusters Score -1347050 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1347095.000000 Penalty: 3077.652344
	Iteration 22Q: 3 clusters Score -1347095 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1347128.000000 Penalty: 3077.652344
	Iteration 23Q: 3 clusters Score -1347128 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1347164.500000 Penalty: 3077.652344
	Iteration 24Q: 3 clusters Score -1347164 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1347194.875000 Penalty: 3077.652344
	Iteration 25Q: 3 clusters Score -1347195 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1347236.375000 Penalty: 3077.652344
	Iteration 26Q: 3 clusters Score -1347236 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1347273.375000 Penalty: 3077.652344
	Iteration 27Q: 3 clusters Score -1347273 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1347307.250000 Penalty: 3077.652344
	Iteration 28Q: 3 clusters Score -1347307 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1347343.875000 Penalty: 3077.652344
	Iteration 29Q: 3 clusters Score -1347344 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1347378.125000 Penalty: 3077.652344
	Iteration 30Q: 3 clusters Score -1347378 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1347409.750000 Penalty: 3077.652344
	Iteration 31Q: 3 clusters Score -1347410 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1347447.625000 Penalty: 3077.652344
	Iteration 32Q: 3 clusters Score -1347448 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1347481.000000 Penalty: 3077.652344
	Iteration 33Q: 3 clusters Score -1347481 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1347510.750000 Penalty: 3077.652344
	Iteration 34Q: 3 clusters Score -1347511 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1347547.625000 Penalty: 3077.652344
	Iteration 35Q: 3 clusters Score -1347548 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1347597.250000 Penalty: 3077.652344
	Iteration 36Q: 3 clusters Score -1347597 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1347641.750000 Penalty: 3077.652344
	Iteration 37Q: 3 clusters Score -1347642 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1347698.125000 Penalty: 3077.652344
	Iteration 38Q: 3 clusters Score -1347698 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1347751.000000 Penalty: 3077.652344
	Iteration 39Q: 3 clusters Score -1347751 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1347796.500000 Penalty: 3077.652344
	Iteration 40F: 3 clusters Score -1347796 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1347833.000000 Penalty: 3077.652344
	Iteration 41Q: 3 clusters Score -1347833 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1347850.000000 Penalty: 3077.652344
	Iteration 42Q: 3 clusters Score -1347850 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1347868.125000 Penalty: 3077.652344
	Iteration 43Q: 3 clusters Score -1347868 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1347878.250000 Penalty: 3077.652344
	Iteration 44Q: 3 clusters Score -1347878 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1347894.000000 Penalty: 3077.652344
	Iteration 45Q: 3 clusters Score -1347894 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1347903.625000 Penalty: 3077.652344
	Iteration 46Q: 3 clusters Score -1347904 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1347917.375000 Penalty: 3077.652344
	Iteration 47Q: 3 clusters Score -1347917 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1347923.000000 Penalty: 3077.652344
	Iteration 48Q: 3 clusters Score -1347923 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1347933.000000 Penalty: 3077.652344
	Iteration 49Q: 3 clusters Score -1347933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1347936.125000 Penalty: 3077.652344
	Iteration 50Q: 3 clusters Score -1347936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1347939.750000 Penalty: 3077.652344
	Iteration 51Q: 3 clusters Score -1347940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1347942.375000 Penalty: 3077.652344
	Iteration 52Q: 3 clusters Score -1347942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1347942.625000 Penalty: 3077.652344
	Iteration 53Q: 3 clusters Score -1347943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1347948.125000 Penalty: 3077.652344
	Iteration 54Q: 3 clusters Score -1347948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1347948.875000 Penalty: 3077.652344
	Iteration 55Q: 3 clusters Score -1347949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1347949.625000 Penalty: 3077.652344
	Iteration 56Q: 3 clusters Score -1347950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1347953.875000 Penalty: 3077.652344
	Iteration 57Q: 3 clusters Score -1347954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1347953.875000 Penalty: 3077.652344
	Iteration 58Q: 3 clusters Score -1347954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1347956.500000 Penalty: 3077.652344
	Iteration 59Q: 3 clusters Score -1347956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1347955.250000 Penalty: 3077.652344
	Iteration 60F: 3 clusters Score -1347955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1347956.250000 Penalty: 3077.652344
	Iteration 61Q: 3 clusters Score -1347956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1347954.125000 Penalty: 3077.652344
	Iteration 62Q: 3 clusters Score -1347954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1347958.250000 Penalty: 3077.652344
	Iteration 63Q: 3 clusters Score -1347958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1347960.875000 Penalty: 3077.652344
	Iteration 64Q: 3 clusters Score -1347961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1347964.625000 Penalty: 3077.652344
	Iteration 65Q: 3 clusters Score -1347965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1347966.375000 Penalty: 3077.652344
	Iteration 66Q: 3 clusters Score -1347966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1347971.000000 Penalty: 3077.652344
	Iteration 67Q: 3 clusters Score -1347971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1347972.000000 Penalty: 3077.652344
	Iteration 68Q: 3 clusters Score -1347972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1347976.000000 Penalty: 3077.652344
	Iteration 69Q: 3 clusters Score -1347976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1347976.625000 Penalty: 3077.652344
	Iteration 70Q: 3 clusters Score -1347977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1347981.875000 Penalty: 3077.652344
	Iteration 71Q: 3 clusters Score -1347982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1347985.000000 Penalty: 3077.652344
	Iteration 72Q: 3 clusters Score -1347985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1347989.375000 Penalty: 3077.652344
	Iteration 73Q: 3 clusters Score -1347989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1347995.500000 Penalty: 3077.652344
	Iteration 74Q: 3 clusters Score -1347996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1347996.000000 Penalty: 3077.652344
	Iteration 75Q: 3 clusters Score -1347996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1347995.750000 Penalty: 3077.652344
	Iteration 76Q: 3 clusters Score -1347996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1348001.000000 Penalty: 3077.652344
	Iteration 77Q: 3 clusters Score -1348001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1348002.625000 Penalty: 3077.652344
	Iteration 78Q: 3 clusters Score -1348003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1348003.500000 Penalty: 3077.652344
	Iteration 79Q: 3 clusters Score -1348004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1348008.250000 Penalty: 3077.652344
	Iteration 80F: 3 clusters Score -1348008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1348012.375000 Penalty: 3077.652344
	Iteration 81Q: 3 clusters Score -1348012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1348015.875000 Penalty: 3077.652344
	Iteration 82Q: 3 clusters Score -1348016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1348020.500000 Penalty: 3077.652344
	Iteration 83Q: 3 clusters Score -1348020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1348023.875000 Penalty: 3077.652344
	Iteration 84Q: 3 clusters Score -1348024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1348025.250000 Penalty: 3077.652344
	Iteration 85Q: 3 clusters Score -1348025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1348027.000000 Penalty: 3077.652344
	Iteration 86Q: 3 clusters Score -1348027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1348035.000000 Penalty: 3077.652344
	Iteration 87Q: 3 clusters Score -1348035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1348033.750000 Penalty: 3077.652344
	Iteration 88Q: 3 clusters Score -1348034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1348037.625000 Penalty: 3077.652344
	Iteration 89Q: 3 clusters Score -1348038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1348038.625000 Penalty: 3077.652344
	Iteration 90Q: 3 clusters Score -1348039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1348039.000000 Penalty: 3077.652344
	Iteration 91Q: 3 clusters Score -1348039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1348040.125000 Penalty: 3077.652344
	Iteration 92Q: 3 clusters Score -1348040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1348039.875000 Penalty: 3077.652344
	Iteration 93Q: 3 clusters Score -1348040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1348042.625000 Penalty: 3077.652344
	Iteration 94Q: 3 clusters Score -1348043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1348045.375000 Penalty: 3077.652344
	Iteration 95Q: 3 clusters Score -1348045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1348051.625000 Penalty: 3077.652344
	Iteration 96Q: 3 clusters Score -1348052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1348050.500000 Penalty: 3077.652344
	Iteration 97Q: 3 clusters Score -1348050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1348050.500000 Penalty: 3077.652344
	Iteration 98Q: 3 clusters Score -1348050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1348051.750000 Penalty: 3077.652344
	Iteration 99Q: 3 clusters Score -1348052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1348050.750000 Penalty: 3077.652344
	Iteration 100F: 3 clusters Score -1348051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1348050.750000 Penalty: 3077.652344
	Iteration 101Q: 3 clusters Score -1348051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1348051.750000 Penalty: 3077.652344
	Iteration 102Q: 3 clusters Score -1348052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1348056.000000 Penalty: 3077.652344
	Iteration 103Q: 3 clusters Score -1348056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1348058.875000 Penalty: 3077.652344
	Iteration 104Q: 3 clusters Score -1348059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1348059.250000 Penalty: 3077.652344
	Iteration 105Q: 3 clusters Score -1348059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1348065.250000 Penalty: 3077.652344
	Iteration 106Q: 3 clusters Score -1348065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1348068.125000 Penalty: 3077.652344
	Iteration 107Q: 3 clusters Score -1348068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1348070.000000 Penalty: 3077.652344
	Iteration 108Q: 3 clusters Score -1348070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1348071.250000 Penalty: 3077.652344
	Iteration 109Q: 3 clusters Score -1348071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1348077.625000 Penalty: 3077.652344
	Iteration 110Q: 3 clusters Score -1348078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1348084.125000 Penalty: 3077.652344
	Iteration 111Q: 3 clusters Score -1348084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1348092.500000 Penalty: 3077.652344
	Iteration 112Q: 3 clusters Score -1348092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1348094.625000 Penalty: 3077.652344
	Iteration 113Q: 3 clusters Score -1348095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1348096.250000 Penalty: 3077.652344
	Iteration 114Q: 3 clusters Score -1348096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1348095.250000 Penalty: 3077.652344
	Iteration 115Q: 3 clusters Score -1348095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1348100.750000 Penalty: 3077.652344
	Iteration 116Q: 3 clusters Score -1348101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1348099.625000 Penalty: 3077.652344
	Iteration 117Q: 3 clusters Score -1348100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1348104.000000 Penalty: 3077.652344
	Iteration 118Q: 3 clusters Score -1348104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1348104.125000 Penalty: 3077.652344
	Iteration 119Q: 3 clusters Score -1348104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1348109.375000 Penalty: 3077.652344
	Iteration 120F: 3 clusters Score -1348109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1348112.125000 Penalty: 3077.652344
	Iteration 121Q: 3 clusters Score -1348112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1348115.000000 Penalty: 3077.652344
	Iteration 122Q: 3 clusters Score -1348115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1348115.875000 Penalty: 3077.652344
	Iteration 123Q: 3 clusters Score -1348116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1348120.000000 Penalty: 3077.652344
	Iteration 124Q: 3 clusters Score -1348120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1348123.500000 Penalty: 3077.652344
	Iteration 125Q: 3 clusters Score -1348124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1348122.375000 Penalty: 3077.652344
	Iteration 126Q: 3 clusters Score -1348122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1348123.875000 Penalty: 3077.652344
	Iteration 127Q: 3 clusters Score -1348124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1348128.000000 Penalty: 3077.652344
	Iteration 128Q: 3 clusters Score -1348128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1348124.125000 Penalty: 3077.652344
	Iteration 129Q: 3 clusters Score -1348124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1348125.375000 Penalty: 3077.652344
	Iteration 130Q: 3 clusters Score -1348125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1348125.125000 Penalty: 3077.652344
	Iteration 131Q: 3 clusters Score -1348125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1348124.500000 Penalty: 3077.652344
	Iteration 132Q: 3 clusters Score -1348124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1348124.750000 Penalty: 3077.652344
	Iteration 133Q: 3 clusters Score -1348125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1348122.000000 Penalty: 3077.652344
	Iteration 134Q: 3 clusters Score -1348122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1348123.750000 Penalty: 3077.652344
	Iteration 135Q: 3 clusters Score -1348124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1348125.375000 Penalty: 3077.652344
	Iteration 136Q: 3 clusters Score -1348125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1348127.000000 Penalty: 3077.652344
	Iteration 137Q: 3 clusters Score -1348127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1348127.000000 Penalty: 3077.652344
	Iteration 138F: 3 clusters Score -1348127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Entering Unmasked Estep 
Score: -227015.078125 Penalty: 1262.111572
	Iteration 0F: 2 clusters Score -227015.1 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 1201 members 
Entering Unmasked Estep 
Score: -224657.515625 Penalty: 2524.223145
	Iteration 0F: 3 clusters Score -224657.5 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -225224.234375 Penalty: 2524.223145
	Iteration 1F: 3 clusters Score -225224.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -225390.109375 Penalty: 2524.223145
	Iteration 2F: 3 clusters Score -225390.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -225495.828125 Penalty: 2524.223145
	Iteration 3F: 3 clusters Score -225495.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -225562.656250 Penalty: 2524.223145
	Iteration 4Q: 3 clusters Score -225562.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -225620.437500 Penalty: 2524.223145
	Iteration 5Q: 3 clusters Score -225620.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -225666.640625 Penalty: 2524.223145
	Iteration 6Q: 3 clusters Score -225666.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -225697.375000 Penalty: 2524.223145
	Iteration 7Q: 3 clusters Score -225697.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -225719.828125 Penalty: 2524.223145
	Iteration 8Q: 3 clusters Score -225719.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -225744.031250 Penalty: 2524.223145
	Iteration 9Q: 3 clusters Score -225744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -225773.312500 Penalty: 2524.223145
	Iteration 10Q: 3 clusters Score -225773.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -225794.203125 Penalty: 2524.223145
	Iteration 11Q: 3 clusters Score -225794.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -225807.890625 Penalty: 2524.223145
	Iteration 12Q: 3 clusters Score -225807.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -225820.109375 Penalty: 2524.223145
	Iteration 13Q: 3 clusters Score -225820.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -225827.531250 Penalty: 2524.223145
	Iteration 14Q: 3 clusters Score -225827.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -225834.046875 Penalty: 2524.223145
	Iteration 15Q: 3 clusters Score -225834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -225843.171875 Penalty: 2524.223145
	Iteration 16Q: 3 clusters Score -225843.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -225850.453125 Penalty: 2524.223145
	Iteration 17Q: 3 clusters Score -225850.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -225857.265625 Penalty: 2524.223145
	Iteration 18Q: 3 clusters Score -225857.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -225866.734375 Penalty: 2524.223145
	Iteration 19Q: 3 clusters Score -225866.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -225873.203125 Penalty: 2524.223145
	Iteration 20F: 3 clusters Score -225873.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -225880.500000 Penalty: 2524.223145
	Iteration 21Q: 3 clusters Score -225880.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -225886.046875 Penalty: 2524.223145
	Iteration 22Q: 3 clusters Score -225886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -225890.859375 Penalty: 2524.223145
	Iteration 23Q: 3 clusters Score -225890.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -225892.953125 Penalty: 2524.223145
	Iteration 24Q: 3 clusters Score -225893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -225893.515625 Penalty: 2524.223145
	Iteration 25Q: 3 clusters Score -225893.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -225894.593750 Penalty: 2524.223145
	Iteration 26Q: 3 clusters Score -225894.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -225895.109375 Penalty: 2524.223145
	Iteration 27Q: 3 clusters Score -225895.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -225895.546875 Penalty: 2524.223145
	Iteration 28Q: 3 clusters Score -225895.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -225895.500000 Penalty: 2524.223145
	Iteration 29Q: 3 clusters Score -225895.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -225895.500000 Penalty: 2524.223145
	Iteration 30F: 3 clusters Score -225895.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Entering Unmasked Estep 
Score: -1223851.750000 Penalty: 1520.279419
	Iteration 0F: 2 clusters Score -1223852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1215623.625000 Penalty: 3040.558838
	Iteration 0F: 3 clusters Score -1215624 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1218411.125000 Penalty: 3040.558838
	Iteration 1F: 3 clusters Score -1218411 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1218874.500000 Penalty: 3040.558838
	Iteration 2F: 3 clusters Score -1218874 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1219369.625000 Penalty: 3040.558838
	Iteration 3F: 3 clusters Score -1219370 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1219897.875000 Penalty: 3040.558838
	Iteration 4F: 3 clusters Score -1219898 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1220431.625000 Penalty: 3040.558838
	Iteration 5F: 3 clusters Score -1220432 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1220991.375000 Penalty: 3040.558838
	Iteration 6F: 3 clusters Score -1220991 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1221532.625000 Penalty: 3040.558838
	Iteration 7F: 3 clusters Score -1221533 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1221912.750000 Penalty: 3040.558838
	Iteration 8Q: 3 clusters Score -1221913 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1222152.500000 Penalty: 3040.558838
	Iteration 9Q: 3 clusters Score -1222152 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1222330.750000 Penalty: 3040.558838
	Iteration 10Q: 3 clusters Score -1222331 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1222441.500000 Penalty: 3040.558838
	Iteration 11Q: 3 clusters Score -1222442 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1222494.500000 Penalty: 3040.558838
	Iteration 12Q: 3 clusters Score -1222494 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1222534.125000 Penalty: 3040.558838
	Iteration 13Q: 3 clusters Score -1222534 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1222576.375000 Penalty: 3040.558838
	Iteration 14Q: 3 clusters Score -1222576 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1222605.250000 Penalty: 3040.558838
	Iteration 15Q: 3 clusters Score -1222605 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1222634.000000 Penalty: 3040.558838
	Iteration 16Q: 3 clusters Score -1222634 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1222660.500000 Penalty: 3040.558838
	Iteration 17Q: 3 clusters Score -1222660 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1222689.875000 Penalty: 3040.558838
	Iteration 18Q: 3 clusters Score -1222690 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1222720.125000 Penalty: 3040.558838
	Iteration 19Q: 3 clusters Score -1222720 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1222751.875000 Penalty: 3040.558838
	Iteration 20F: 3 clusters Score -1222752 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1222793.625000 Penalty: 3040.558838
	Iteration 21Q: 3 clusters Score -1222794 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1222845.500000 Penalty: 3040.558838
	Iteration 22Q: 3 clusters Score -1222846 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1222881.500000 Penalty: 3040.558838
	Iteration 23Q: 3 clusters Score -1222882 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1222899.125000 Penalty: 3040.558838
	Iteration 24Q: 3 clusters Score -1222899 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1222915.750000 Penalty: 3040.558838
	Iteration 25Q: 3 clusters Score -1222916 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1222930.125000 Penalty: 3040.558838
	Iteration 26Q: 3 clusters Score -1222930 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1222946.625000 Penalty: 3040.558838
	Iteration 27Q: 3 clusters Score -1222947 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1222961.875000 Penalty: 3040.558838
	Iteration 28Q: 3 clusters Score -1222962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1222977.125000 Penalty: 3040.558838
	Iteration 29Q: 3 clusters Score -1222977 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1222986.625000 Penalty: 3040.558838
	Iteration 30Q: 3 clusters Score -1222987 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1222997.000000 Penalty: 3040.558838
	Iteration 31Q: 3 clusters Score -1222997 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1223008.375000 Penalty: 3040.558838
	Iteration 32Q: 3 clusters Score -1223008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1223017.750000 Penalty: 3040.558838
	Iteration 33Q: 3 clusters Score -1223018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1223022.875000 Penalty: 3040.558838
	Iteration 34Q: 3 clusters Score -1223023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1223030.875000 Penalty: 3040.558838
	Iteration 35Q: 3 clusters Score -1223031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1223034.750000 Penalty: 3040.558838
	Iteration 36Q: 3 clusters Score -1223035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1223037.625000 Penalty: 3040.558838
	Iteration 37Q: 3 clusters Score -1223038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1223036.000000 Penalty: 3040.558838
	Iteration 38Q: 3 clusters Score -1223036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1223035.750000 Penalty: 3040.558838
	Iteration 39Q: 3 clusters Score -1223036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1223035.375000 Penalty: 3040.558838
	Iteration 40F: 3 clusters Score -1223035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1223036.375000 Penalty: 3040.558838
	Iteration 41Q: 3 clusters Score -1223036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1223036.375000 Penalty: 3040.558838
	Iteration 42F: 3 clusters Score -1223036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Entering Unmasked Estep 
Score: -3304981.250000 Penalty: 1680.978027
	Iteration 0F: 2 clusters Score -3304981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -3284035.500000 Penalty: 3361.956055
	Iteration 0F: 3 clusters Score -3284036 nChanged 14374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -3292302.000000 Penalty: 3361.956055
	Iteration 1F: 3 clusters Score -3292302 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -3292892.000000 Penalty: 3361.956055
	Iteration 2Q: 3 clusters Score -3292892 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -3293511.500000 Penalty: 3361.956055
	Iteration 3Q: 3 clusters Score -3293512 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -3294285.000000 Penalty: 3361.956055
	Iteration 4Q: 3 clusters Score -3294285 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -3295339.000000 Penalty: 3361.956055
	Iteration 5F: 3 clusters Score -3295339 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -3296758.250000 Penalty: 3361.956055
	Iteration 6F: 3 clusters Score -3296758 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3298478.250000 Penalty: 3361.956055
	Iteration 7F: 3 clusters Score -3298478 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -3300017.250000 Penalty: 3361.956055
	Iteration 8F: 3 clusters Score -3300017 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -3300930.500000 Penalty: 3361.956055
	Iteration 9Q: 3 clusters Score -3300930 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -3301342.750000 Penalty: 3361.956055
	Iteration 10Q: 3 clusters Score -3301343 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -3301541.250000 Penalty: 3361.956055
	Iteration 11Q: 3 clusters Score -3301541 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -3301686.250000 Penalty: 3361.956055
	Iteration 12Q: 3 clusters Score -3301686 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -3301766.750000 Penalty: 3361.956055
	Iteration 13Q: 3 clusters Score -3301767 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -3301830.500000 Penalty: 3361.956055
	Iteration 14Q: 3 clusters Score -3301830 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -3301864.250000 Penalty: 3361.956055
	Iteration 15Q: 3 clusters Score -3301864 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -3301916.000000 Penalty: 3361.956055
	Iteration 16Q: 3 clusters Score -3301916 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -3301947.000000 Penalty: 3361.956055
	Iteration 17Q: 3 clusters Score -3301947 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -3301979.000000 Penalty: 3361.956055
	Iteration 18Q: 3 clusters Score -3301979 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -3301998.250000 Penalty: 3361.956055
	Iteration 19Q: 3 clusters Score -3301998 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -3302011.750000 Penalty: 3361.956055
	Iteration 20F: 3 clusters Score -3302012 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -3302025.250000 Penalty: 3361.956055
	Iteration 21Q: 3 clusters Score -3302025 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -3302020.500000 Penalty: 3361.956055
	Iteration 22Q: 3 clusters Score -3302020 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -3302030.000000 Penalty: 3361.956055
	Iteration 23Q: 3 clusters Score -3302030 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -3302024.250000 Penalty: 3361.956055
	Iteration 24Q: 3 clusters Score -3302024 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -3302033.250000 Penalty: 3361.956055
	Iteration 25Q: 3 clusters Score -3302033 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -3302036.750000 Penalty: 3361.956055
	Iteration 26Q: 3 clusters Score -3302037 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -3302033.750000 Penalty: 3361.956055
	Iteration 27Q: 3 clusters Score -3302034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -3302041.250000 Penalty: 3361.956055
	Iteration 28Q: 3 clusters Score -3302041 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -3302046.500000 Penalty: 3361.956055
	Iteration 29Q: 3 clusters Score -3302046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -3302041.000000 Penalty: 3361.956055
	Iteration 30Q: 3 clusters Score -3302041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -3302044.500000 Penalty: 3361.956055
	Iteration 31Q: 3 clusters Score -3302044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -3302046.000000 Penalty: 3361.956055
	Iteration 32Q: 3 clusters Score -3302046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -3302051.250000 Penalty: 3361.956055
	Iteration 33Q: 3 clusters Score -3302051 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -3302062.500000 Penalty: 3361.956055
	Iteration 34Q: 3 clusters Score -3302062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3302067.250000 Penalty: 3361.956055
	Iteration 35Q: 3 clusters Score -3302067 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -3302071.250000 Penalty: 3361.956055
	Iteration 36Q: 3 clusters Score -3302071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -3302062.000000 Penalty: 3361.956055
	Iteration 37Q: 3 clusters Score -3302062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -3302065.750000 Penalty: 3361.956055
	Iteration 38Q: 3 clusters Score -3302066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -3302060.250000 Penalty: 3361.956055
	Iteration 39Q: 3 clusters Score -3302060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -3302063.500000 Penalty: 3361.956055
	Iteration 40F: 3 clusters Score -3302064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -3302067.750000 Penalty: 3361.956055
	Iteration 41Q: 3 clusters Score -3302068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -3302061.500000 Penalty: 3361.956055
	Iteration 42Q: 3 clusters Score -3302062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -3302060.000000 Penalty: 3361.956055
	Iteration 43Q: 3 clusters Score -3302060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -3302065.000000 Penalty: 3361.956055
	Iteration 44Q: 3 clusters Score -3302065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -3302060.000000 Penalty: 3361.956055
	Iteration 45Q: 3 clusters Score -3302060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -3302057.750000 Penalty: 3361.956055
	Iteration 46Q: 3 clusters Score -3302058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3302061.500000 Penalty: 3361.956055
	Iteration 47Q: 3 clusters Score -3302062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -3302054.500000 Penalty: 3361.956055
	Iteration 48Q: 3 clusters Score -3302054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3302060.500000 Penalty: 3361.956055
	Iteration 49Q: 3 clusters Score -3302060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -3302062.000000 Penalty: 3361.956055
	Iteration 50Q: 3 clusters Score -3302062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -3302064.500000 Penalty: 3361.956055
	Iteration 51Q: 3 clusters Score -3302064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3302066.750000 Penalty: 3361.956055
	Iteration 52Q: 3 clusters Score -3302067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -3302065.750000 Penalty: 3361.956055
	Iteration 53Q: 3 clusters Score -3302066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -3302063.500000 Penalty: 3361.956055
	Iteration 54Q: 3 clusters Score -3302064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -3302062.000000 Penalty: 3361.956055
	Iteration 55Q: 3 clusters Score -3302062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3302062.000000 Penalty: 3361.956055
	Iteration 56Q: 3 clusters Score -3302062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -3302061.500000 Penalty: 3361.956055
	Iteration 57Q: 3 clusters Score -3302062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -3302062.750000 Penalty: 3361.956055
	Iteration 58Q: 3 clusters Score -3302063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -3302064.250000 Penalty: 3361.956055
	Iteration 59Q: 3 clusters Score -3302064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -3302062.750000 Penalty: 3361.956055
	Iteration 60F: 3 clusters Score -3302063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -3302058.250000 Penalty: 3361.956055
	Iteration 61Q: 3 clusters Score -3302058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -3302066.500000 Penalty: 3361.956055
	Iteration 62Q: 3 clusters Score -3302066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -3302062.500000 Penalty: 3361.956055
	Iteration 63Q: 3 clusters Score -3302062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -3302064.250000 Penalty: 3361.956055
	Iteration 64Q: 3 clusters Score -3302064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -3302069.500000 Penalty: 3361.956055
	Iteration 65Q: 3 clusters Score -3302070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -3302068.000000 Penalty: 3361.956055
	Iteration 66Q: 3 clusters Score -3302068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -3302071.750000 Penalty: 3361.956055
	Iteration 67Q: 3 clusters Score -3302072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -3302074.750000 Penalty: 3361.956055
	Iteration 68Q: 3 clusters Score -3302075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -3302071.250000 Penalty: 3361.956055
	Iteration 69Q: 3 clusters Score -3302071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -3302072.750000 Penalty: 3361.956055
	Iteration 70Q: 3 clusters Score -3302073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -3302076.500000 Penalty: 3361.956055
	Iteration 71Q: 3 clusters Score -3302076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -3302068.250000 Penalty: 3361.956055
	Iteration 72Q: 3 clusters Score -3302068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -3302066.750000 Penalty: 3361.956055
	Iteration 73Q: 3 clusters Score -3302067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -3302070.000000 Penalty: 3361.956055
	Iteration 74Q: 3 clusters Score -3302070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -3302068.250000 Penalty: 3361.956055
	Iteration 75Q: 3 clusters Score -3302068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -3302067.750000 Penalty: 3361.956055
	Iteration 76Q: 3 clusters Score -3302068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -3302072.750000 Penalty: 3361.956055
	Iteration 77Q: 3 clusters Score -3302073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -3302072.500000 Penalty: 3361.956055
	Iteration 78Q: 3 clusters Score -3302072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -3302070.250000 Penalty: 3361.956055
	Iteration 79Q: 3 clusters Score -3302070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -3302068.000000 Penalty: 3361.956055
	Iteration 80F: 3 clusters Score -3302068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -3302070.250000 Penalty: 3361.956055
	Iteration 81Q: 3 clusters Score -3302070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -3302070.250000 Penalty: 3361.956055
	Iteration 82F: 3 clusters Score -3302070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (127282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127282 members 
Entering Unmasked Estep 
Score: -13671774.000000 Penalty: 1910.051025
	Iteration 0F: 2 clusters Score -1.367177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63658 members 
Mstep: Class 2 contains 63624 members 
Entering Unmasked Estep 
Score: -13586627.000000 Penalty: 3820.102051
	Iteration 0F: 3 clusters Score -1.358663e+07 nChanged 61058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64820 members 
Mstep: Class 2 contains 62462 members 
Entering Unmasked Estep 
Score: -13621917.000000 Penalty: 3820.102051
	Iteration 1F: 3 clusters Score -1.362192e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66065 members 
Mstep: Class 2 contains 61217 members 
Entering Unmasked Estep 
Score: -13622903.000000 Penalty: 3820.102051
	Iteration 2Q: 3 clusters Score -1.36229e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68053 members 
Mstep: Class 2 contains 59229 members 
Entering Unmasked Estep 
Score: -13624347.000000 Penalty: 3820.102051
	Iteration 3Q: 3 clusters Score -1.362435e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71157 members 
Mstep: Class 2 contains 56125 members 
Entering Unmasked Estep 
Score: -13626728.000000 Penalty: 3820.102051
	Iteration 4Q: 3 clusters Score -1.362673e+07 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75620 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -13630788.000000 Penalty: 3820.102051
	Iteration 5F: 3 clusters Score -1.363079e+07 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81656 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -13636429.000000 Penalty: 3820.102051
	Iteration 6F: 3 clusters Score -1.363643e+07 nChanged 9234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88544 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -13642546.000000 Penalty: 3820.102051
	Iteration 7F: 3 clusters Score -1.364255e+07 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95410 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -13648656.000000 Penalty: 3820.102051
	Iteration 8F: 3 clusters Score -1.364866e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101373 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -13653605.000000 Penalty: 3820.102051
	Iteration 9F: 3 clusters Score -1.36536e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106204 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -13657620.000000 Penalty: 3820.102051
	Iteration 10Q: 3 clusters Score -1.365762e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110001 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -13660491.000000 Penalty: 3820.102051
	Iteration 11Q: 3 clusters Score -1.366049e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113040 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -13662320.000000 Penalty: 3820.102051
	Iteration 12Q: 3 clusters Score -1.366232e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115561 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -13663846.000000 Penalty: 3820.102051
	Iteration 13Q: 3 clusters Score -1.366385e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117646 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -13665056.000000 Penalty: 3820.102051
	Iteration 14Q: 3 clusters Score -1.366506e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119458 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -13666056.000000 Penalty: 3820.102051
	Iteration 15Q: 3 clusters Score -1.366606e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121011 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -13666936.000000 Penalty: 3820.102051
	Iteration 16Q: 3 clusters Score -1.366694e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122328 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -13667544.000000 Penalty: 3820.102051
	Iteration 17Q: 3 clusters Score -1.366754e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123434 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -13668212.000000 Penalty: 3820.102051
	Iteration 18Q: 3 clusters Score -1.366821e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124325 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -13668713.000000 Penalty: 3820.102051
	Iteration 19Q: 3 clusters Score -1.366871e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125023 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -13669092.000000 Penalty: 3820.102051
	Iteration 20F: 3 clusters Score -1.366909e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125559 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -13669418.000000 Penalty: 3820.102051
	Iteration 21Q: 3 clusters Score -1.366942e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125916 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -13669673.000000 Penalty: 3820.102051
	Iteration 22Q: 3 clusters Score -1.366967e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126166 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -13669841.000000 Penalty: 3820.102051
	Iteration 23Q: 3 clusters Score -1.366984e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126338 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -13669959.000000 Penalty: 3820.102051
	Iteration 24Q: 3 clusters Score -1.366996e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126457 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -13670048.000000 Penalty: 3820.102051
	Iteration 25Q: 3 clusters Score -1.367005e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126528 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -13670110.000000 Penalty: 3820.102051
	Iteration 26Q: 3 clusters Score -1.367011e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126579 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -13670169.000000 Penalty: 3820.102051
	Iteration 27Q: 3 clusters Score -1.367017e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126610 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -13670222.000000 Penalty: 3820.102051
	Iteration 28Q: 3 clusters Score -1.367022e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126626 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -13670283.000000 Penalty: 3820.102051
	Iteration 29Q: 3 clusters Score -1.367028e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126638 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -13670310.000000 Penalty: 3820.102051
	Iteration 30Q: 3 clusters Score -1.367031e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126647 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -13670326.000000 Penalty: 3820.102051
	Iteration 31Q: 3 clusters Score -1.367033e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126652 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -13670320.000000 Penalty: 3820.102051
	Iteration 32Q: 3 clusters Score -1.367032e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126658 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -13670336.000000 Penalty: 3820.102051
	Iteration 33Q: 3 clusters Score -1.367034e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126662 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -13670342.000000 Penalty: 3820.102051
	Iteration 34Q: 3 clusters Score -1.367034e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126671 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -13670351.000000 Penalty: 3820.102051
	Iteration 35Q: 3 clusters Score -1.367035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126681 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -13670360.000000 Penalty: 3820.102051
	Iteration 36Q: 3 clusters Score -1.367036e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126685 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -13670373.000000 Penalty: 3820.102051
	Iteration 37Q: 3 clusters Score -1.367037e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126681 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -13670393.000000 Penalty: 3820.102051
	Iteration 38Q: 3 clusters Score -1.367039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126679 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -13670403.000000 Penalty: 3820.102051
	Iteration 39Q: 3 clusters Score -1.36704e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126681 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -13670409.000000 Penalty: 3820.102051
	Iteration 40F: 3 clusters Score -1.367041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126682 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -13670400.000000 Penalty: 3820.102051
	Iteration 41Q: 3 clusters Score -1.36704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126682 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -13670407.000000 Penalty: 3820.102051
	Iteration 42Q: 3 clusters Score -1.367041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126680 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -13670407.000000 Penalty: 3820.102051
	Iteration 43Q: 3 clusters Score -1.367041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126680 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -13670412.000000 Penalty: 3820.102051
	Iteration 44Q: 3 clusters Score -1.367041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126681 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -13670410.000000 Penalty: 3820.102051
	Iteration 45Q: 3 clusters Score -1.367041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126680 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -13670413.000000 Penalty: 3820.102051
	Iteration 46Q: 3 clusters Score -1.367041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126680 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -13670413.000000 Penalty: 3820.102051
	Iteration 47F: 3 clusters Score -1.367041e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Entering Unmasked Estep 
Score: -436519.218750 Penalty: 1357.405029
	Iteration 0F: 2 clusters Score -436519.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -433033.093750 Penalty: 2714.810059
	Iteration 0F: 3 clusters Score -433033.1 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -434013.250000 Penalty: 2714.810059
	Iteration 1F: 3 clusters Score -434013.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -434253.437500 Penalty: 2714.810059
	Iteration 2F: 3 clusters Score -434253.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -434461.500000 Penalty: 2714.810059
	Iteration 3F: 3 clusters Score -434461.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -434667.531250 Penalty: 2714.810059
	Iteration 4F: 3 clusters Score -434667.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -434900.156250 Penalty: 2714.810059
	Iteration 5F: 3 clusters Score -434900.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -435128.156250 Penalty: 2714.810059
	Iteration 6F: 3 clusters Score -435128.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -435351.500000 Penalty: 2714.810059
	Iteration 7F: 3 clusters Score -435351.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -435512.281250 Penalty: 2714.810059
	Iteration 8Q: 3 clusters Score -435512.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -435632.312500 Penalty: 2714.810059
	Iteration 9Q: 3 clusters Score -435632.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -435725.375000 Penalty: 2714.810059
	Iteration 10Q: 3 clusters Score -435725.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -435792.625000 Penalty: 2714.810059
	Iteration 11Q: 3 clusters Score -435792.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -435841.437500 Penalty: 2714.810059
	Iteration 12Q: 3 clusters Score -435841.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -435892.000000 Penalty: 2714.810059
	Iteration 13Q: 3 clusters Score -435892 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -435935.125000 Penalty: 2714.810059
	Iteration 14Q: 3 clusters Score -435935.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -435963.750000 Penalty: 2714.810059
	Iteration 15Q: 3 clusters Score -435963.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -435983.687500 Penalty: 2714.810059
	Iteration 16Q: 3 clusters Score -435983.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -435997.187500 Penalty: 2714.810059
	Iteration 17Q: 3 clusters Score -435997.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -436003.843750 Penalty: 2714.810059
	Iteration 18Q: 3 clusters Score -436003.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -436009.625000 Penalty: 2714.810059
	Iteration 19Q: 3 clusters Score -436009.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -436015.000000 Penalty: 2714.810059
	Iteration 20F: 3 clusters Score -436015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -436018.843750 Penalty: 2714.810059
	Iteration 21Q: 3 clusters Score -436018.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -436020.187500 Penalty: 2714.810059
	Iteration 22Q: 3 clusters Score -436020.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -436024.406250 Penalty: 2714.810059
	Iteration 23Q: 3 clusters Score -436024.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -436026.718750 Penalty: 2714.810059
	Iteration 24Q: 3 clusters Score -436026.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -436027.781250 Penalty: 2714.810059
	Iteration 25Q: 3 clusters Score -436027.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -436029.156250 Penalty: 2714.810059
	Iteration 26Q: 3 clusters Score -436029.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -436031.125000 Penalty: 2714.810059
	Iteration 27Q: 3 clusters Score -436031.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -436032.437500 Penalty: 2714.810059
	Iteration 28Q: 3 clusters Score -436032.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -436033.593750 Penalty: 2714.810059
	Iteration 29Q: 3 clusters Score -436033.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -436033.718750 Penalty: 2714.810059
	Iteration 30Q: 3 clusters Score -436033.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -436033.718750 Penalty: 2714.810059
	Iteration 31F: 3 clusters Score -436033.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -2844349.000000 Penalty: 1655.640015
	Iteration 0F: 2 clusters Score -2844349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2826502.500000 Penalty: 3311.280029
	Iteration 0F: 3 clusters Score -2826502 nChanged 12068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2833142.750000 Penalty: 3311.280029
	Iteration 1F: 3 clusters Score -2833143 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2833492.000000 Penalty: 3311.280029
	Iteration 2Q: 3 clusters Score -2833492 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2833817.250000 Penalty: 3311.280029
	Iteration 3Q: 3 clusters Score -2833817 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2834129.500000 Penalty: 3311.280029
	Iteration 4Q: 3 clusters Score -2834130 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2834461.250000 Penalty: 3311.280029
	Iteration 5Q: 3 clusters Score -2834461 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -2834796.500000 Penalty: 3311.280029
	Iteration 6Q: 3 clusters Score -2834796 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2835200.000000 Penalty: 3311.280029
	Iteration 7Q: 3 clusters Score -2835200 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2835651.750000 Penalty: 3311.280029
	Iteration 8Q: 3 clusters Score -2835652 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2836196.250000 Penalty: 3311.280029
	Iteration 9Q: 3 clusters Score -2836196 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2836847.500000 Penalty: 3311.280029
	Iteration 10Q: 3 clusters Score -2836848 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2837600.000000 Penalty: 3311.280029
	Iteration 11Q: 3 clusters Score -2837600 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2838282.750000 Penalty: 3311.280029
	Iteration 12Q: 3 clusters Score -2838283 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2838692.000000 Penalty: 3311.280029
	Iteration 13Q: 3 clusters Score -2838692 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2838911.750000 Penalty: 3311.280029
	Iteration 14Q: 3 clusters Score -2838912 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2838996.000000 Penalty: 3311.280029
	Iteration 15Q: 3 clusters Score -2838996 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2839042.000000 Penalty: 3311.280029
	Iteration 16Q: 3 clusters Score -2839042 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2839086.500000 Penalty: 3311.280029
	Iteration 17Q: 3 clusters Score -2839086 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2839115.500000 Penalty: 3311.280029
	Iteration 18Q: 3 clusters Score -2839116 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2839137.500000 Penalty: 3311.280029
	Iteration 19Q: 3 clusters Score -2839138 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2839163.250000 Penalty: 3311.280029
	Iteration 20F: 3 clusters Score -2839163 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2839187.250000 Penalty: 3311.280029
	Iteration 21Q: 3 clusters Score -2839187 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2839219.250000 Penalty: 3311.280029
	Iteration 22Q: 3 clusters Score -2839219 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2839228.750000 Penalty: 3311.280029
	Iteration 23Q: 3 clusters Score -2839229 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2839251.250000 Penalty: 3311.280029
	Iteration 24Q: 3 clusters Score -2839251 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2839293.250000 Penalty: 3311.280029
	Iteration 25Q: 3 clusters Score -2839293 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2839316.750000 Penalty: 3311.280029
	Iteration 26Q: 3 clusters Score -2839317 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2839345.500000 Penalty: 3311.280029
	Iteration 27Q: 3 clusters Score -2839346 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2839376.750000 Penalty: 3311.280029
	Iteration 28Q: 3 clusters Score -2839377 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2839404.250000 Penalty: 3311.280029
	Iteration 29Q: 3 clusters Score -2839404 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2839435.250000 Penalty: 3311.280029
	Iteration 30Q: 3 clusters Score -2839435 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2839475.250000 Penalty: 3311.280029
	Iteration 31Q: 3 clusters Score -2839475 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2839507.250000 Penalty: 3311.280029
	Iteration 32Q: 3 clusters Score -2839507 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2839540.250000 Penalty: 3311.280029
	Iteration 33Q: 3 clusters Score -2839540 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2839564.250000 Penalty: 3311.280029
	Iteration 34Q: 3 clusters Score -2839564 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2839625.500000 Penalty: 3311.280029
	Iteration 35Q: 3 clusters Score -2839626 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2839674.000000 Penalty: 3311.280029
	Iteration 36Q: 3 clusters Score -2839674 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2839727.750000 Penalty: 3311.280029
	Iteration 37Q: 3 clusters Score -2839728 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2839755.750000 Penalty: 3311.280029
	Iteration 38Q: 3 clusters Score -2839756 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2839794.250000 Penalty: 3311.280029
	Iteration 39Q: 3 clusters Score -2839794 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2839826.750000 Penalty: 3311.280029
	Iteration 40F: 3 clusters Score -2839827 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2839856.750000 Penalty: 3311.280029
	Iteration 41Q: 3 clusters Score -2839857 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2839909.000000 Penalty: 3311.280029
	Iteration 42Q: 3 clusters Score -2839909 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2839946.750000 Penalty: 3311.280029
	Iteration 43Q: 3 clusters Score -2839947 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2840014.500000 Penalty: 3311.280029
	Iteration 44Q: 3 clusters Score -2840014 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2840095.500000 Penalty: 3311.280029
	Iteration 45Q: 3 clusters Score -2840096 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2840164.000000 Penalty: 3311.280029
	Iteration 46Q: 3 clusters Score -2840164 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2840284.750000 Penalty: 3311.280029
	Iteration 47Q: 3 clusters Score -2840285 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2840399.500000 Penalty: 3311.280029
	Iteration 48Q: 3 clusters Score -2840400 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2840541.250000 Penalty: 3311.280029
	Iteration 49Q: 3 clusters Score -2840541 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2840658.000000 Penalty: 3311.280029
	Iteration 50Q: 3 clusters Score -2840658 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2840752.000000 Penalty: 3311.280029
	Iteration 51Q: 3 clusters Score -2840752 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2840873.500000 Penalty: 3311.280029
	Iteration 52Q: 3 clusters Score -2840874 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2841027.750000 Penalty: 3311.280029
	Iteration 53Q: 3 clusters Score -2841028 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2841151.250000 Penalty: 3311.280029
	Iteration 54Q: 3 clusters Score -2841151 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2841302.250000 Penalty: 3311.280029
	Iteration 55Q: 3 clusters Score -2841302 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2841430.250000 Penalty: 3311.280029
	Iteration 56Q: 3 clusters Score -2841430 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2841554.500000 Penalty: 3311.280029
	Iteration 57Q: 3 clusters Score -2841554 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2841676.000000 Penalty: 3311.280029
	Iteration 58Q: 3 clusters Score -2841676 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2841821.000000 Penalty: 3311.280029
	Iteration 59Q: 3 clusters Score -2841821 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2841922.750000 Penalty: 3311.280029
	Iteration 60F: 3 clusters Score -2841923 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2842038.500000 Penalty: 3311.280029
	Iteration 61Q: 3 clusters Score -2842038 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2842141.750000 Penalty: 3311.280029
	Iteration 62Q: 3 clusters Score -2842142 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2842218.250000 Penalty: 3311.280029
	Iteration 63Q: 3 clusters Score -2842218 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2842277.500000 Penalty: 3311.280029
	Iteration 64Q: 3 clusters Score -2842278 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2842348.500000 Penalty: 3311.280029
	Iteration 65Q: 3 clusters Score -2842348 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2842404.750000 Penalty: 3311.280029
	Iteration 66Q: 3 clusters Score -2842405 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2842453.250000 Penalty: 3311.280029
	Iteration 67Q: 3 clusters Score -2842453 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2842488.750000 Penalty: 3311.280029
	Iteration 68Q: 3 clusters Score -2842489 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2842519.500000 Penalty: 3311.280029
	Iteration 69Q: 3 clusters Score -2842520 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2842544.750000 Penalty: 3311.280029
	Iteration 70Q: 3 clusters Score -2842545 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2842571.500000 Penalty: 3311.280029
	Iteration 71Q: 3 clusters Score -2842572 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2842607.000000 Penalty: 3311.280029
	Iteration 72Q: 3 clusters Score -2842607 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2842628.500000 Penalty: 3311.280029
	Iteration 73Q: 3 clusters Score -2842628 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2842647.750000 Penalty: 3311.280029
	Iteration 74Q: 3 clusters Score -2842648 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2842664.250000 Penalty: 3311.280029
	Iteration 75Q: 3 clusters Score -2842664 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2842684.000000 Penalty: 3311.280029
	Iteration 76Q: 3 clusters Score -2842684 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2842700.500000 Penalty: 3311.280029
	Iteration 77Q: 3 clusters Score -2842700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2842709.750000 Penalty: 3311.280029
	Iteration 78Q: 3 clusters Score -2842710 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2842742.250000 Penalty: 3311.280029
	Iteration 79Q: 3 clusters Score -2842742 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2842759.500000 Penalty: 3311.280029
	Iteration 80F: 3 clusters Score -2842760 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2842780.500000 Penalty: 3311.280029
	Iteration 81Q: 3 clusters Score -2842780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2842792.750000 Penalty: 3311.280029
	Iteration 82Q: 3 clusters Score -2842793 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2842801.000000 Penalty: 3311.280029
	Iteration 83Q: 3 clusters Score -2842801 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2842810.500000 Penalty: 3311.280029
	Iteration 84Q: 3 clusters Score -2842810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2842819.000000 Penalty: 3311.280029
	Iteration 85Q: 3 clusters Score -2842819 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2842831.500000 Penalty: 3311.280029
	Iteration 86Q: 3 clusters Score -2842832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2842843.250000 Penalty: 3311.280029
	Iteration 87Q: 3 clusters Score -2842843 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2842841.750000 Penalty: 3311.280029
	Iteration 88Q: 3 clusters Score -2842842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2842843.000000 Penalty: 3311.280029
	Iteration 89Q: 3 clusters Score -2842843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2842846.750000 Penalty: 3311.280029
	Iteration 90Q: 3 clusters Score -2842847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2842858.750000 Penalty: 3311.280029
	Iteration 91Q: 3 clusters Score -2842859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2842859.000000 Penalty: 3311.280029
	Iteration 92Q: 3 clusters Score -2842859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2842862.750000 Penalty: 3311.280029
	Iteration 93Q: 3 clusters Score -2842863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2842865.000000 Penalty: 3311.280029
	Iteration 94Q: 3 clusters Score -2842865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2842868.000000 Penalty: 3311.280029
	Iteration 95Q: 3 clusters Score -2842868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2842868.750000 Penalty: 3311.280029
	Iteration 96Q: 3 clusters Score -2842869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2842877.250000 Penalty: 3311.280029
	Iteration 97Q: 3 clusters Score -2842877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2842880.000000 Penalty: 3311.280029
	Iteration 98Q: 3 clusters Score -2842880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2842884.500000 Penalty: 3311.280029
	Iteration 99Q: 3 clusters Score -2842884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2842888.000000 Penalty: 3311.280029
	Iteration 100F: 3 clusters Score -2842888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2842888.000000 Penalty: 3311.280029
	Iteration 101Q: 3 clusters Score -2842888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2842892.250000 Penalty: 3311.280029
	Iteration 102Q: 3 clusters Score -2842892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2842890.250000 Penalty: 3311.280029
	Iteration 103Q: 3 clusters Score -2842890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2842896.500000 Penalty: 3311.280029
	Iteration 104Q: 3 clusters Score -2842896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2842897.750000 Penalty: 3311.280029
	Iteration 105Q: 3 clusters Score -2842898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2842900.000000 Penalty: 3311.280029
	Iteration 106Q: 3 clusters Score -2842900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2842903.750000 Penalty: 3311.280029
	Iteration 107Q: 3 clusters Score -2842904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2842906.000000 Penalty: 3311.280029
	Iteration 108Q: 3 clusters Score -2842906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2842905.000000 Penalty: 3311.280029
	Iteration 109Q: 3 clusters Score -2842905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2842908.500000 Penalty: 3311.280029
	Iteration 110Q: 3 clusters Score -2842908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2842909.250000 Penalty: 3311.280029
	Iteration 111Q: 3 clusters Score -2842909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2842907.500000 Penalty: 3311.280029
	Iteration 112Q: 3 clusters Score -2842908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2842909.750000 Penalty: 3311.280029
	Iteration 113Q: 3 clusters Score -2842910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2842909.750000 Penalty: 3311.280029
	Iteration 114Q: 3 clusters Score -2842910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2842910.750000 Penalty: 3311.280029
	Iteration 115Q: 3 clusters Score -2842911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2842910.750000 Penalty: 3311.280029
	Iteration 116F: 3 clusters Score -2842911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Entering Unmasked Estep 
Score: -851987.812500 Penalty: 1462.177246
	Iteration 0F: 2 clusters Score -851987.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -846071.250000 Penalty: 2924.354492
	Iteration 0F: 3 clusters Score -846071.2 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -847921.562500 Penalty: 2924.354492
	Iteration 1F: 3 clusters Score -847921.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -848154.687500 Penalty: 2924.354492
	Iteration 2F: 3 clusters Score -848154.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -848351.125000 Penalty: 2924.354492
	Iteration 3F: 3 clusters Score -848351.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -848544.312500 Penalty: 2924.354492
	Iteration 4Q: 3 clusters Score -848544.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -848762.312500 Penalty: 2924.354492
	Iteration 5Q: 3 clusters Score -848762.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -849028.687500 Penalty: 2924.354492
	Iteration 6F: 3 clusters Score -849028.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -849326.500000 Penalty: 2924.354492
	Iteration 7F: 3 clusters Score -849326.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -849648.750000 Penalty: 2924.354492
	Iteration 8F: 3 clusters Score -849648.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -849961.875000 Penalty: 2924.354492
	Iteration 9Q: 3 clusters Score -849961.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -850230.125000 Penalty: 2924.354492
	Iteration 10Q: 3 clusters Score -850230.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -850515.937500 Penalty: 2924.354492
	Iteration 11Q: 3 clusters Score -850515.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -850759.750000 Penalty: 2924.354492
	Iteration 12Q: 3 clusters Score -850759.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -850957.562500 Penalty: 2924.354492
	Iteration 13Q: 3 clusters Score -850957.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -851074.750000 Penalty: 2924.354492
	Iteration 14Q: 3 clusters Score -851074.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -851141.000000 Penalty: 2924.354492
	Iteration 15Q: 3 clusters Score -851141 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -851169.812500 Penalty: 2924.354492
	Iteration 16Q: 3 clusters Score -851169.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -851189.812500 Penalty: 2924.354492
	Iteration 17Q: 3 clusters Score -851189.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -851202.937500 Penalty: 2924.354492
	Iteration 18Q: 3 clusters Score -851202.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -851209.375000 Penalty: 2924.354492
	Iteration 19Q: 3 clusters Score -851209.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -851213.437500 Penalty: 2924.354492
	Iteration 20F: 3 clusters Score -851213.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -851218.187500 Penalty: 2924.354492
	Iteration 21Q: 3 clusters Score -851218.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -851221.625000 Penalty: 2924.354492
	Iteration 22Q: 3 clusters Score -851221.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -851222.500000 Penalty: 2924.354492
	Iteration 23Q: 3 clusters Score -851222.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -851224.125000 Penalty: 2924.354492
	Iteration 24Q: 3 clusters Score -851224.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -851225.125000 Penalty: 2924.354492
	Iteration 25Q: 3 clusters Score -851225.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -851225.125000 Penalty: 2924.354492
	Iteration 26F: 3 clusters Score -851225.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Entering Unmasked Estep 
Score: -4120989.250000 Penalty: 1719.311523
	Iteration 0F: 2 clusters Score -4120989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -4094658.500000 Penalty: 3438.623047
	Iteration 0F: 3 clusters Score -4094658 nChanged 18341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -4105164.750000 Penalty: 3438.623047
	Iteration 1F: 3 clusters Score -4105165 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -4106126.750000 Penalty: 3438.623047
	Iteration 2F: 3 clusters Score -4106127 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -4107443.500000 Penalty: 3438.623047
	Iteration 3F: 3 clusters Score -4107444 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -4109150.750000 Penalty: 3438.623047
	Iteration 4F: 3 clusters Score -4109151 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -4111106.500000 Penalty: 3438.623047
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Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 19272 members 
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Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18904 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 20658 members 
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Mstep: Class 1 contains 18479 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 21086 members 
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Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 21528 members 
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Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 22019 members 
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	Iteration 20F: 3 clusters Score -4117808 nChanged 285
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Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 22288 members 
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Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 23332 members 
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	Iteration 24Q: 3 clusters Score -4118082 nChanged 428
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Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 23758 members 
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Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 24197 members 
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Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 25106 members 
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	Iteration 28Q: 3 clusters Score -4118522 nChanged 469
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Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 26598 members 
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Mstep: Class 2 contains 27098 members 
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Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 27586 members 
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	Iteration 33Q: 3 clusters Score -4119195 nChanged 478
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Mstep: Class 2 contains 28903 members 
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	Iteration 37Q: 3 clusters Score -4119638 nChanged 342
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Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 30237 members 
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	Iteration 40F: 3 clusters Score -4119832 nChanged 272
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Mstep: Class 1 contains 8848 members 
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Mstep: Class 1 contains 8606 members 
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Mstep: Class 2 contains 31187 members 
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Mstep: Class 1 contains 7982 members 
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	Iteration 45Q: 3 clusters Score -4120020 nChanged 184
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	Iteration 49Q: 3 clusters Score -4120128 nChanged 123
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	Iteration 50Q: 3 clusters Score -4120140 nChanged 116
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	Iteration 55Q: 3 clusters Score -4120201 nChanged 96
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	Iteration 56Q: 3 clusters Score -4120210 nChanged 91
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	Iteration 57Q: 3 clusters Score -4120228 nChanged 79
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	Iteration 58Q: 3 clusters Score -4120227 nChanged 68
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	Iteration 59Q: 3 clusters Score -4120232 nChanged 63
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	Iteration 60F: 3 clusters Score -4120246 nChanged 62
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	Iteration 62Q: 3 clusters Score -4120263 nChanged 56
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	Iteration 63Q: 3 clusters Score -4120267 nChanged 55
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	Iteration 64Q: 3 clusters Score -4120272 nChanged 52
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	Iteration 65Q: 3 clusters Score -4120283 nChanged 51
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	Iteration 66Q: 3 clusters Score -4120280 nChanged 49
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	Iteration 67Q: 3 clusters Score -4120284 nChanged 51
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	Iteration 68Q: 3 clusters Score -4120286 nChanged 53
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	Iteration 69Q: 3 clusters Score -4120292 nChanged 54
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	Iteration 70Q: 3 clusters Score -4120297 nChanged 60
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	Iteration 71Q: 3 clusters Score -4120296 nChanged 50
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	Iteration 72Q: 3 clusters Score -4120296 nChanged 59
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	Iteration 73Q: 3 clusters Score -4120316 nChanged 47
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	Iteration 74Q: 3 clusters Score -4120326 nChanged 38
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	Iteration 75Q: 3 clusters Score -4120323 nChanged 41
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	Iteration 76Q: 3 clusters Score -4120328 nChanged 48
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	Iteration 77Q: 3 clusters Score -4120336 nChanged 47
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	Iteration 79Q: 3 clusters Score -4120342 nChanged 47
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	Iteration 80F: 3 clusters Score -4120350 nChanged 48
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	Iteration 81Q: 3 clusters Score -4120355 nChanged 48
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	Iteration 82Q: 3 clusters Score -4120360 nChanged 35
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	Iteration 83Q: 3 clusters Score -4120373 nChanged 34
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	Iteration 84Q: 3 clusters Score -4120372 nChanged 28
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	Iteration 85Q: 3 clusters Score -4120380 nChanged 24
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	Iteration 86Q: 3 clusters Score -4120370 nChanged 21
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	Iteration 87Q: 3 clusters Score -4120376 nChanged 24
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	Iteration 89Q: 3 clusters Score -4120368 nChanged 18
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	Iteration 90Q: 3 clusters Score -4120376 nChanged 12
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	Iteration 91Q: 3 clusters Score -4120374 nChanged 11
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	Iteration 92Q: 3 clusters Score -4120378 nChanged 8
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	Iteration 93Q: 3 clusters Score -4120379 nChanged 8
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	Iteration 94Q: 3 clusters Score -4120384 nChanged 13
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	Iteration 95Q: 3 clusters Score -4120380 nChanged 13
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	Iteration 96Q: 3 clusters Score -4120380 nChanged 12
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	Iteration 97Q: 3 clusters Score -4120376 nChanged 3
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Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -4120382.500000 Penalty: 3438.623047
	Iteration 98Q: 3 clusters Score -4120382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -4120382.000000 Penalty: 3438.623047
	Iteration 99Q: 3 clusters Score -4120382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -4120384.000000 Penalty: 3438.623047
	Iteration 100F: 3 clusters Score -4120384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -4120389.500000 Penalty: 3438.623047
	Iteration 101Q: 3 clusters Score -4120390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -4120388.750000 Penalty: 3438.623047
	Iteration 102Q: 3 clusters Score -4120389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -4120388.750000 Penalty: 3438.623047
	Iteration 103F: 3 clusters Score -4120389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -107027.203125 Penalty: 1141.650024
	Iteration 0F: 2 clusters Score -107027.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -105547.906250 Penalty: 2283.300049
	Iteration 0F: 3 clusters Score -105547.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -105880.179688 Penalty: 2283.300049
	Iteration 1F: 3 clusters Score -105880.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -106072.039062 Penalty: 2283.300049
	Iteration 2F: 3 clusters Score -106072 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -106306.414062 Penalty: 2283.300049
	Iteration 3F: 3 clusters Score -106306.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -106575.195312 Penalty: 2283.300049
	Iteration 4F: 3 clusters Score -106575.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -106747.351562 Penalty: 2283.300049
	Iteration 5F: 3 clusters Score -106747.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -106869.460938 Penalty: 2283.300049
	Iteration 6Q: 3 clusters Score -106869.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -106931.343750 Penalty: 2283.300049
	Iteration 7Q: 3 clusters Score -106931.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -106962.039062 Penalty: 2283.300049
	Iteration 8Q: 3 clusters Score -106962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -107002.437500 Penalty: 2283.300049
	Iteration 9Q: 3 clusters Score -107002.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -107070.242188 Penalty: 2283.300049
	Iteration 10Q: 3 clusters Score -107070.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -107169.390625 Penalty: 2283.300049
	Iteration 11Q: 3 clusters Score -107169.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -107342.703125 Penalty: 2283.300049
	Iteration 12Q: 3 clusters Score -107342.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -107521.437500 Penalty: 2283.300049
	Iteration 13Q: 3 clusters Score -107521.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -107547.132812 Penalty: 2283.300049
	Iteration 14Q: 3 clusters Score -107547.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -107555.632812 Penalty: 2283.300049
	Iteration 15Q: 3 clusters Score -107555.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -107558.054688 Penalty: 2283.300049
	Iteration 16Q: 3 clusters Score -107558.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -107560.468750 Penalty: 2283.300049
	Iteration 17Q: 3 clusters Score -107560.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -107560.468750 Penalty: 2283.300049
	Iteration 18F: 3 clusters Score -107560.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 12961 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11563 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127282 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26597 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39355 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11443 members 
Mstep: Class 14 contains 17795 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169562 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4575 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24349 members 
Mstep: Class 22 contains 5814 members 
Mstep: Class 23 contains 5607 members 
Mstep: Class 24 contains 17786 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13618 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23644 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Mstep: Class 36 contains 387 members 
Entering Unmasked Estep 
Score: -65964660.000000 Penalty: 78222.421875
Splitting cluster 11 changes total score from -65965160.000000 to -65964660.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (7192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Entering Unmasked Estep 
Score: -689770.187500 Penalty: 1443.117798
	Iteration 0F: 2 clusters Score -689770.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -684424.312500 Penalty: 2886.235596
	Iteration 0F: 3 clusters Score -684424.3 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -686082.937500 Penalty: 2886.235596
	Iteration 1F: 3 clusters Score -686082.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -686406.500000 Penalty: 2886.235596
	Iteration 2F: 3 clusters Score -686406.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -686669.625000 Penalty: 2886.235596
	Iteration 3F: 3 clusters Score -686669.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -686917.500000 Penalty: 2886.235596
	Iteration 4F: 3 clusters Score -686917.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -687128.812500 Penalty: 2886.235596
	Iteration 5Q: 3 clusters Score -687128.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -687331.375000 Penalty: 2886.235596
	Iteration 6Q: 3 clusters Score -687331.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -687490.062500 Penalty: 2886.235596
	Iteration 7Q: 3 clusters Score -687490.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -687624.562500 Penalty: 2886.235596
	Iteration 8Q: 3 clusters Score -687624.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -687736.062500 Penalty: 2886.235596
	Iteration 9Q: 3 clusters Score -687736.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -687828.562500 Penalty: 2886.235596
	Iteration 10Q: 3 clusters Score -687828.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -687914.687500 Penalty: 2886.235596
	Iteration 11Q: 3 clusters Score -687914.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -687990.687500 Penalty: 2886.235596
	Iteration 12Q: 3 clusters Score -687990.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -688049.500000 Penalty: 2886.235596
	Iteration 13Q: 3 clusters Score -688049.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -688104.687500 Penalty: 2886.235596
	Iteration 14Q: 3 clusters Score -688104.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -688145.750000 Penalty: 2886.235596
	Iteration 15Q: 3 clusters Score -688145.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -688178.250000 Penalty: 2886.235596
	Iteration 16Q: 3 clusters Score -688178.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -688208.687500 Penalty: 2886.235596
	Iteration 17Q: 3 clusters Score -688208.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -688233.562500 Penalty: 2886.235596
	Iteration 18Q: 3 clusters Score -688233.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -688259.062500 Penalty: 2886.235596
	Iteration 19Q: 3 clusters Score -688259.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -688291.687500 Penalty: 2886.235596
	Iteration 20F: 3 clusters Score -688291.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -688322.750000 Penalty: 2886.235596
	Iteration 21Q: 3 clusters Score -688322.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -688352.937500 Penalty: 2886.235596
	Iteration 22Q: 3 clusters Score -688352.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -688374.937500 Penalty: 2886.235596
	Iteration 23Q: 3 clusters Score -688374.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -688394.562500 Penalty: 2886.235596
	Iteration 24Q: 3 clusters Score -688394.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -688421.125000 Penalty: 2886.235596
	Iteration 25Q: 3 clusters Score -688421.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -688448.187500 Penalty: 2886.235596
	Iteration 26Q: 3 clusters Score -688448.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -688479.312500 Penalty: 2886.235596
	Iteration 27Q: 3 clusters Score -688479.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -688497.375000 Penalty: 2886.235596
	Iteration 28Q: 3 clusters Score -688497.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -688513.875000 Penalty: 2886.235596
	Iteration 29Q: 3 clusters Score -688513.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -688526.437500 Penalty: 2886.235596
	Iteration 30Q: 3 clusters Score -688526.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -688543.375000 Penalty: 2886.235596
	Iteration 31Q: 3 clusters Score -688543.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -688560.000000 Penalty: 2886.235596
	Iteration 32Q: 3 clusters Score -688560 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -688575.062500 Penalty: 2886.235596
	Iteration 33Q: 3 clusters Score -688575.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -688592.312500 Penalty: 2886.235596
	Iteration 34Q: 3 clusters Score -688592.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -688619.437500 Penalty: 2886.235596
	Iteration 35Q: 3 clusters Score -688619.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -688646.187500 Penalty: 2886.235596
	Iteration 36Q: 3 clusters Score -688646.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -688670.187500 Penalty: 2886.235596
	Iteration 37Q: 3 clusters Score -688670.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -688695.375000 Penalty: 2886.235596
	Iteration 38Q: 3 clusters Score -688695.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -688717.125000 Penalty: 2886.235596
	Iteration 39Q: 3 clusters Score -688717.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -688736.187500 Penalty: 2886.235596
	Iteration 40F: 3 clusters Score -688736.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -688752.875000 Penalty: 2886.235596
	Iteration 41Q: 3 clusters Score -688752.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -688760.062500 Penalty: 2886.235596
	Iteration 42Q: 3 clusters Score -688760.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -688770.625000 Penalty: 2886.235596
	Iteration 43Q: 3 clusters Score -688770.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -688778.312500 Penalty: 2886.235596
	Iteration 44Q: 3 clusters Score -688778.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -688786.375000 Penalty: 2886.235596
	Iteration 45Q: 3 clusters Score -688786.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -688793.812500 Penalty: 2886.235596
	Iteration 46Q: 3 clusters Score -688793.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -688803.500000 Penalty: 2886.235596
	Iteration 47Q: 3 clusters Score -688803.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -688814.000000 Penalty: 2886.235596
	Iteration 48Q: 3 clusters Score -688814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -688831.937500 Penalty: 2886.235596
	Iteration 49Q: 3 clusters Score -688831.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -688846.625000 Penalty: 2886.235596
	Iteration 50Q: 3 clusters Score -688846.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -688866.937500 Penalty: 2886.235596
	Iteration 51Q: 3 clusters Score -688866.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -688895.250000 Penalty: 2886.235596
	Iteration 52Q: 3 clusters Score -688895.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -688914.250000 Penalty: 2886.235596
	Iteration 53Q: 3 clusters Score -688914.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -688926.062500 Penalty: 2886.235596
	Iteration 54Q: 3 clusters Score -688926.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -688933.187500 Penalty: 2886.235596
	Iteration 55Q: 3 clusters Score -688933.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -688940.937500 Penalty: 2886.235596
	Iteration 56Q: 3 clusters Score -688940.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -688945.250000 Penalty: 2886.235596
	Iteration 57Q: 3 clusters Score -688945.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -688948.937500 Penalty: 2886.235596
	Iteration 58Q: 3 clusters Score -688948.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -688950.750000 Penalty: 2886.235596
	Iteration 59Q: 3 clusters Score -688950.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -688954.062500 Penalty: 2886.235596
	Iteration 60F: 3 clusters Score -688954.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -688955.375000 Penalty: 2886.235596
	Iteration 61Q: 3 clusters Score -688955.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -688959.500000 Penalty: 2886.235596
	Iteration 62Q: 3 clusters Score -688959.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -688960.937500 Penalty: 2886.235596
	Iteration 63Q: 3 clusters Score -688960.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -688960.500000 Penalty: 2886.235596
	Iteration 64Q: 3 clusters Score -688960.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -688960.937500 Penalty: 2886.235596
	Iteration 65Q: 3 clusters Score -688960.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -688962.375000 Penalty: 2886.235596
	Iteration 66Q: 3 clusters Score -688962.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -688962.375000 Penalty: 2886.235596
	Iteration 67F: 3 clusters Score -688962.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Entering Unmasked Estep 
Score: -1210908.500000 Penalty: 1518.584229
	Iteration 0F: 2 clusters Score -1210908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1202855.125000 Penalty: 3037.168457
	Iteration 0F: 3 clusters Score -1202855 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1205626.625000 Penalty: 3037.168457
	Iteration 1F: 3 clusters Score -1205627 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1206019.125000 Penalty: 3037.168457
	Iteration 2F: 3 clusters Score -1206019 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1206358.750000 Penalty: 3037.168457
	Iteration 3F: 3 clusters Score -1206359 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1206686.125000 Penalty: 3037.168457
	Iteration 4F: 3 clusters Score -1206686 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1206999.000000 Penalty: 3037.168457
	Iteration 5Q: 3 clusters Score -1206999 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1207365.875000 Penalty: 3037.168457
	Iteration 6Q: 3 clusters Score -1207366 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1207753.875000 Penalty: 3037.168457
	Iteration 7Q: 3 clusters Score -1207754 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1208173.500000 Penalty: 3037.168457
	Iteration 8Q: 3 clusters Score -1208174 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1208567.375000 Penalty: 3037.168457
	Iteration 9Q: 3 clusters Score -1208567 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1208890.750000 Penalty: 3037.168457
	Iteration 10Q: 3 clusters Score -1208891 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1209160.000000 Penalty: 3037.168457
	Iteration 11Q: 3 clusters Score -1209160 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1209350.875000 Penalty: 3037.168457
	Iteration 12Q: 3 clusters Score -1209351 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1209491.250000 Penalty: 3037.168457
	Iteration 13Q: 3 clusters Score -1209491 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1209580.500000 Penalty: 3037.168457
	Iteration 14Q: 3 clusters Score -1209580 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1209633.125000 Penalty: 3037.168457
	Iteration 15Q: 3 clusters Score -1209633 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1209668.000000 Penalty: 3037.168457
	Iteration 16Q: 3 clusters Score -1209668 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1209700.375000 Penalty: 3037.168457
	Iteration 17Q: 3 clusters Score -1209700 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1209728.500000 Penalty: 3037.168457
	Iteration 18Q: 3 clusters Score -1209728 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1209752.750000 Penalty: 3037.168457
	Iteration 19Q: 3 clusters Score -1209753 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1209773.875000 Penalty: 3037.168457
	Iteration 20F: 3 clusters Score -1209774 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1209785.625000 Penalty: 3037.168457
	Iteration 21Q: 3 clusters Score -1209786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1209791.625000 Penalty: 3037.168457
	Iteration 22Q: 3 clusters Score -1209792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1209797.125000 Penalty: 3037.168457
	Iteration 23Q: 3 clusters Score -1209797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1209797.875000 Penalty: 3037.168457
	Iteration 24Q: 3 clusters Score -1209798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1209802.750000 Penalty: 3037.168457
	Iteration 25Q: 3 clusters Score -1209803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1209805.125000 Penalty: 3037.168457
	Iteration 26Q: 3 clusters Score -1209805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1209807.750000 Penalty: 3037.168457
	Iteration 27Q: 3 clusters Score -1209808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1209805.750000 Penalty: 3037.168457
	Iteration 28Q: 3 clusters Score -1209806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1209807.125000 Penalty: 3037.168457
	Iteration 29Q: 3 clusters Score -1209807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1209812.000000 Penalty: 3037.168457
	Iteration 30Q: 3 clusters Score -1209812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1209816.000000 Penalty: 3037.168457
	Iteration 31Q: 3 clusters Score -1209816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1209814.625000 Penalty: 3037.168457
	Iteration 32Q: 3 clusters Score -1209815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1209816.750000 Penalty: 3037.168457
	Iteration 33Q: 3 clusters Score -1209817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1209818.500000 Penalty: 3037.168457
	Iteration 34Q: 3 clusters Score -1209818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1209821.000000 Penalty: 3037.168457
	Iteration 35Q: 3 clusters Score -1209821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1209821.250000 Penalty: 3037.168457
	Iteration 36Q: 3 clusters Score -1209821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1209823.750000 Penalty: 3037.168457
	Iteration 37Q: 3 clusters Score -1209824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1209821.875000 Penalty: 3037.168457
	Iteration 38Q: 3 clusters Score -1209822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1209822.875000 Penalty: 3037.168457
	Iteration 39Q: 3 clusters Score -1209823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1209824.375000 Penalty: 3037.168457
	Iteration 40F: 3 clusters Score -1209824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1209825.375000 Penalty: 3037.168457
	Iteration 41Q: 3 clusters Score -1209825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1209824.125000 Penalty: 3037.168457
	Iteration 42Q: 3 clusters Score -1209824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1209824.250000 Penalty: 3037.168457
	Iteration 43Q: 3 clusters Score -1209824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1209823.375000 Penalty: 3037.168457
	Iteration 44Q: 3 clusters Score -1209823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1209825.625000 Penalty: 3037.168457
	Iteration 45Q: 3 clusters Score -1209826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1209824.875000 Penalty: 3037.168457
	Iteration 46Q: 3 clusters Score -1209825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1209825.750000 Penalty: 3037.168457
	Iteration 47Q: 3 clusters Score -1209826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1209824.625000 Penalty: 3037.168457
	Iteration 48Q: 3 clusters Score -1209825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1209826.750000 Penalty: 3037.168457
	Iteration 49Q: 3 clusters Score -1209827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1209824.000000 Penalty: 3037.168457
	Iteration 50Q: 3 clusters Score -1209824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1209823.625000 Penalty: 3037.168457
	Iteration 51Q: 3 clusters Score -1209824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1209823.500000 Penalty: 3037.168457
	Iteration 52Q: 3 clusters Score -1209824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1209822.750000 Penalty: 3037.168457
	Iteration 53Q: 3 clusters Score -1209823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1209822.750000 Penalty: 3037.168457
	Iteration 54F: 3 clusters Score -1209823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Entering Unmasked Estep 
Score: -1867099.125000 Penalty: 1590.334351
	Iteration 0F: 2 clusters Score -1867099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1854924.500000 Penalty: 3180.668701
	Iteration 0F: 3 clusters Score -1854924 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1859298.875000 Penalty: 3180.668701
	Iteration 1F: 3 clusters Score -1859299 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1859673.125000 Penalty: 3180.668701
	Iteration 2F: 3 clusters Score -1859673 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1860026.125000 Penalty: 3180.668701
	Iteration 3Q: 3 clusters Score -1860026 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1860370.125000 Penalty: 3180.668701
	Iteration 4Q: 3 clusters Score -1860370 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1860819.750000 Penalty: 3180.668701
	Iteration 5Q: 3 clusters Score -1860820 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1861408.375000 Penalty: 3180.668701
	Iteration 6F: 3 clusters Score -1861408 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1862207.000000 Penalty: 3180.668701
	Iteration 7F: 3 clusters Score -1862207 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1863148.250000 Penalty: 3180.668701
	Iteration 8F: 3 clusters Score -1863148 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1864062.375000 Penalty: 3180.668701
	Iteration 9F: 3 clusters Score -1864062 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1864812.750000 Penalty: 3180.668701
	Iteration 10Q: 3 clusters Score -1864813 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1865263.250000 Penalty: 3180.668701
	Iteration 11Q: 3 clusters Score -1865263 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1865518.750000 Penalty: 3180.668701
	Iteration 12Q: 3 clusters Score -1865519 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1865641.125000 Penalty: 3180.668701
	Iteration 13Q: 3 clusters Score -1865641 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1865720.875000 Penalty: 3180.668701
	Iteration 14Q: 3 clusters Score -1865721 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1865770.750000 Penalty: 3180.668701
	Iteration 15Q: 3 clusters Score -1865771 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1865808.125000 Penalty: 3180.668701
	Iteration 16Q: 3 clusters Score -1865808 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1865842.250000 Penalty: 3180.668701
	Iteration 17Q: 3 clusters Score -1865842 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1865859.875000 Penalty: 3180.668701
	Iteration 18Q: 3 clusters Score -1865860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1865870.625000 Penalty: 3180.668701
	Iteration 19Q: 3 clusters Score -1865871 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1865880.250000 Penalty: 3180.668701
	Iteration 20F: 3 clusters Score -1865880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1865884.375000 Penalty: 3180.668701
	Iteration 21Q: 3 clusters Score -1865884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1865891.500000 Penalty: 3180.668701
	Iteration 22Q: 3 clusters Score -1865892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1865899.875000 Penalty: 3180.668701
	Iteration 23Q: 3 clusters Score -1865900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1865905.500000 Penalty: 3180.668701
	Iteration 24Q: 3 clusters Score -1865906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1865908.000000 Penalty: 3180.668701
	Iteration 25Q: 3 clusters Score -1865908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1865913.875000 Penalty: 3180.668701
	Iteration 26Q: 3 clusters Score -1865914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1865917.875000 Penalty: 3180.668701
	Iteration 27Q: 3 clusters Score -1865918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1865920.875000 Penalty: 3180.668701
	Iteration 28Q: 3 clusters Score -1865921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1865919.250000 Penalty: 3180.668701
	Iteration 29Q: 3 clusters Score -1865919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1865922.750000 Penalty: 3180.668701
	Iteration 30Q: 3 clusters Score -1865923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1865923.125000 Penalty: 3180.668701
	Iteration 31Q: 3 clusters Score -1865923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1865924.500000 Penalty: 3180.668701
	Iteration 32Q: 3 clusters Score -1865924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1865923.750000 Penalty: 3180.668701
	Iteration 33Q: 3 clusters Score -1865924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1865924.750000 Penalty: 3180.668701
	Iteration 34Q: 3 clusters Score -1865925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1865926.250000 Penalty: 3180.668701
	Iteration 35Q: 3 clusters Score -1865926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1865926.250000 Penalty: 3180.668701
	Iteration 36F: 3 clusters Score -1865926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Entering Unmasked Estep 
Score: -577196.062500 Penalty: 1399.236084
	Iteration 0F: 2 clusters Score -577196.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -572923.500000 Penalty: 2798.472168
	Iteration 0F: 3 clusters Score -572923.5 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -574045.437500 Penalty: 2798.472168
	Iteration 1F: 3 clusters Score -574045.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -574245.687500 Penalty: 2798.472168
	Iteration 2F: 3 clusters Score -574245.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -574439.375000 Penalty: 2798.472168
	Iteration 3F: 3 clusters Score -574439.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -574673.375000 Penalty: 2798.472168
	Iteration 4F: 3 clusters Score -574673.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -574975.312500 Penalty: 2798.472168
	Iteration 5F: 3 clusters Score -574975.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -575311.687500 Penalty: 2798.472168
	Iteration 6F: 3 clusters Score -575311.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -575644.937500 Penalty: 2798.472168
	Iteration 7F: 3 clusters Score -575644.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -575961.750000 Penalty: 2798.472168
	Iteration 8F: 3 clusters Score -575961.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -576193.500000 Penalty: 2798.472168
	Iteration 9F: 3 clusters Score -576193.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -576305.125000 Penalty: 2798.472168
	Iteration 10Q: 3 clusters Score -576305.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -576348.312500 Penalty: 2798.472168
	Iteration 11Q: 3 clusters Score -576348.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -576365.375000 Penalty: 2798.472168
	Iteration 12Q: 3 clusters Score -576365.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -576372.875000 Penalty: 2798.472168
	Iteration 13Q: 3 clusters Score -576372.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -576379.500000 Penalty: 2798.472168
	Iteration 14Q: 3 clusters Score -576379.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -576384.250000 Penalty: 2798.472168
	Iteration 15Q: 3 clusters Score -576384.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -576387.062500 Penalty: 2798.472168
	Iteration 16Q: 3 clusters Score -576387.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -576390.000000 Penalty: 2798.472168
	Iteration 17Q: 3 clusters Score -576390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -576390.937500 Penalty: 2798.472168
	Iteration 18Q: 3 clusters Score -576390.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -576391.875000 Penalty: 2798.472168
	Iteration 19Q: 3 clusters Score -576391.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -576394.375000 Penalty: 2798.472168
	Iteration 20F: 3 clusters Score -576394.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -576394.812500 Penalty: 2798.472168
	Iteration 21Q: 3 clusters Score -576394.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -576395.812500 Penalty: 2798.472168
	Iteration 22Q: 3 clusters Score -576395.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -576395.875000 Penalty: 2798.472168
	Iteration 23Q: 3 clusters Score -576395.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -576396.812500 Penalty: 2798.472168
	Iteration 24Q: 3 clusters Score -576396.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -576397.187500 Penalty: 2798.472168
	Iteration 25Q: 3 clusters Score -576397.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -576397.437500 Penalty: 2798.472168
	Iteration 26Q: 3 clusters Score -576397.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -576397.625000 Penalty: 2798.472168
	Iteration 27Q: 3 clusters Score -576397.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -576397.562500 Penalty: 2798.472168
	Iteration 28Q: 3 clusters Score -576397.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -576397.562500 Penalty: 2798.472168
	Iteration 29F: 3 clusters Score -576397.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Entering Unmasked Estep 
Score: -365391.687500 Penalty: 1331.517334
	Iteration 0F: 2 clusters Score -365391.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -362268.281250 Penalty: 2663.034668
	Iteration 0F: 3 clusters Score -362268.3 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -363075.156250 Penalty: 2663.034668
	Iteration 1F: 3 clusters Score -363075.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -363261.812500 Penalty: 2663.034668
	Iteration 2F: 3 clusters Score -363261.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -363378.187500 Penalty: 2663.034668
	Iteration 3F: 3 clusters Score -363378.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -363465.968750 Penalty: 2663.034668
	Iteration 4Q: 3 clusters Score -363466 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -363532.281250 Penalty: 2663.034668
	Iteration 5Q: 3 clusters Score -363532.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -363601.937500 Penalty: 2663.034668
	Iteration 6Q: 3 clusters Score -363601.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -363666.593750 Penalty: 2663.034668
	Iteration 7Q: 3 clusters Score -363666.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -363713.375000 Penalty: 2663.034668
	Iteration 8Q: 3 clusters Score -363713.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -363767.500000 Penalty: 2663.034668
	Iteration 9Q: 3 clusters Score -363767.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -363822.093750 Penalty: 2663.034668
	Iteration 10Q: 3 clusters Score -363822.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -363873.875000 Penalty: 2663.034668
	Iteration 11Q: 3 clusters Score -363873.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -363922.406250 Penalty: 2663.034668
	Iteration 12Q: 3 clusters Score -363922.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -363970.625000 Penalty: 2663.034668
	Iteration 13Q: 3 clusters Score -363970.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -364014.562500 Penalty: 2663.034668
	Iteration 14Q: 3 clusters Score -364014.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -364062.531250 Penalty: 2663.034668
	Iteration 15Q: 3 clusters Score -364062.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -364101.750000 Penalty: 2663.034668
	Iteration 16Q: 3 clusters Score -364101.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -364139.968750 Penalty: 2663.034668
	Iteration 17Q: 3 clusters Score -364140 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -364183.531250 Penalty: 2663.034668
	Iteration 18Q: 3 clusters Score -364183.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -364214.031250 Penalty: 2663.034668
	Iteration 19Q: 3 clusters Score -364214 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -364244.406250 Penalty: 2663.034668
	Iteration 20F: 3 clusters Score -364244.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -364270.250000 Penalty: 2663.034668
	Iteration 21Q: 3 clusters Score -364270.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -364289.125000 Penalty: 2663.034668
	Iteration 22Q: 3 clusters Score -364289.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -364315.593750 Penalty: 2663.034668
	Iteration 23Q: 3 clusters Score -364315.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -364340.968750 Penalty: 2663.034668
	Iteration 24Q: 3 clusters Score -364341 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -364358.125000 Penalty: 2663.034668
	Iteration 25Q: 3 clusters Score -364358.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -364375.593750 Penalty: 2663.034668
	Iteration 26Q: 3 clusters Score -364375.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -364394.281250 Penalty: 2663.034668
	Iteration 27Q: 3 clusters Score -364394.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -364415.125000 Penalty: 2663.034668
	Iteration 28Q: 3 clusters Score -364415.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -364425.968750 Penalty: 2663.034668
	Iteration 29Q: 3 clusters Score -364426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -364435.687500 Penalty: 2663.034668
	Iteration 30Q: 3 clusters Score -364435.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -364442.437500 Penalty: 2663.034668
	Iteration 31Q: 3 clusters Score -364442.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -364452.500000 Penalty: 2663.034668
	Iteration 32Q: 3 clusters Score -364452.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -364457.656250 Penalty: 2663.034668
	Iteration 33Q: 3 clusters Score -364457.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -364459.781250 Penalty: 2663.034668
	Iteration 34Q: 3 clusters Score -364459.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -364462.343750 Penalty: 2663.034668
	Iteration 35Q: 3 clusters Score -364462.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -364464.062500 Penalty: 2663.034668
	Iteration 36Q: 3 clusters Score -364464.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -364466.875000 Penalty: 2663.034668
	Iteration 37Q: 3 clusters Score -364466.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -364467.468750 Penalty: 2663.034668
	Iteration 38Q: 3 clusters Score -364467.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -364469.000000 Penalty: 2663.034668
	Iteration 39Q: 3 clusters Score -364469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -364470.343750 Penalty: 2663.034668
	Iteration 40F: 3 clusters Score -364470.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -364470.031250 Penalty: 2663.034668
	Iteration 41Q: 3 clusters Score -364470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -364470.031250 Penalty: 2663.034668
	Iteration 42F: 3 clusters Score -364470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (169562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169562 members 
Entering Unmasked Estep 
Score: -18225004.000000 Penalty: 1956.658203
	Iteration 0F: 2 clusters Score -1.8225e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84667 members 
Mstep: Class 2 contains 84895 members 
Entering Unmasked Estep 
Score: -18116480.000000 Penalty: 3913.316406
	Iteration 0F: 3 clusters Score -1.811648e+07 nChanged 81932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80253 members 
Mstep: Class 2 contains 89309 members 
Entering Unmasked Estep 
Score: -18164932.000000 Penalty: 3913.316406
	Iteration 1F: 3 clusters Score -1.816493e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77160 members 
Mstep: Class 2 contains 92402 members 
Entering Unmasked Estep 
Score: -18166226.000000 Penalty: 3913.316406
	Iteration 2Q: 3 clusters Score -1.816623e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72390 members 
Mstep: Class 2 contains 97172 members 
Entering Unmasked Estep 
Score: -18168310.000000 Penalty: 3913.316406
	Iteration 3Q: 3 clusters Score -1.816831e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65259 members 
Mstep: Class 2 contains 104303 members 
Entering Unmasked Estep 
Score: -18171878.000000 Penalty: 3913.316406
	Iteration 4Q: 3 clusters Score -1.817188e+07 nChanged 10754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55149 members 
Mstep: Class 2 contains 114413 members 
Entering Unmasked Estep 
Score: -18178108.000000 Penalty: 3913.316406
	Iteration 5F: 3 clusters Score -1.817811e+07 nChanged 13504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 127587 members 
Entering Unmasked Estep 
Score: -18188182.000000 Penalty: 3913.316406
	Iteration 6F: 3 clusters Score -1.818818e+07 nChanged 14746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 142261 members 
Entering Unmasked Estep 
Score: -18201242.000000 Penalty: 3913.316406
	Iteration 7F: 3 clusters Score -1.820124e+07 nChanged 13151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 155374 members 
Entering Unmasked Estep 
Score: -18212960.000000 Penalty: 3913.316406
	Iteration 8F: 3 clusters Score -1.821296e+07 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 163976 members 
Entering Unmasked Estep 
Score: -18219546.000000 Penalty: 3913.316406
	Iteration 9F: 3 clusters Score -1.821955e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 167870 members 
Entering Unmasked Estep 
Score: -18222332.000000 Penalty: 3913.316406
	Iteration 10Q: 3 clusters Score -1.822233e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 169014 members 
Entering Unmasked Estep 
Score: -18222994.000000 Penalty: 3913.316406
	Iteration 11Q: 3 clusters Score -1.822299e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 169301 members 
Entering Unmasked Estep 
Score: -18223182.000000 Penalty: 3913.316406
	Iteration 12Q: 3 clusters Score -1.822318e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 169365 members 
Entering Unmasked Estep 
Score: -18223256.000000 Penalty: 3913.316406
	Iteration 13Q: 3 clusters Score -1.822326e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 169386 members 
Entering Unmasked Estep 
Score: -18223308.000000 Penalty: 3913.316406
	Iteration 14Q: 3 clusters Score -1.822331e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 169398 members 
Entering Unmasked Estep 
Score: -18223336.000000 Penalty: 3913.316406
	Iteration 15Q: 3 clusters Score -1.822334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 169399 members 
Entering Unmasked Estep 
Score: -18223364.000000 Penalty: 3913.316406
	Iteration 16Q: 3 clusters Score -1.822336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 169402 members 
Entering Unmasked Estep 
Score: -18223388.000000 Penalty: 3913.316406
	Iteration 17Q: 3 clusters Score -1.822339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 169404 members 
Entering Unmasked Estep 
Score: -18223390.000000 Penalty: 3913.316406
	Iteration 18Q: 3 clusters Score -1.822339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 169402 members 
Entering Unmasked Estep 
Score: -18223400.000000 Penalty: 3913.316406
	Iteration 19Q: 3 clusters Score -1.82234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 169402 members 
Entering Unmasked Estep 
Score: -18223412.000000 Penalty: 3913.316406
	Iteration 20F: 3 clusters Score -1.822341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 169404 members 
Entering Unmasked Estep 
Score: -18223430.000000 Penalty: 3913.316406
	Iteration 21Q: 3 clusters Score -1.822343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 169405 members 
Entering Unmasked Estep 
Score: -18223430.000000 Penalty: 3913.316406
	Iteration 22Q: 3 clusters Score -1.822343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 169406 members 
Entering Unmasked Estep 
Score: -18223444.000000 Penalty: 3913.316406
	Iteration 23Q: 3 clusters Score -1.822344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 169406 members 
Entering Unmasked Estep 
Score: -18223444.000000 Penalty: 3913.316406
	Iteration 24F: 3 clusters Score -1.822344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Entering Unmasked Estep 
Score: -1052789.000000 Penalty: 1500.248413
	Iteration 0F: 2 clusters Score -1052789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1045518.062500 Penalty: 3000.496826
	Iteration 0F: 3 clusters Score -1045518 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1047928.750000 Penalty: 3000.496826
	Iteration 1F: 3 clusters Score -1047929 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1048312.437500 Penalty: 3000.496826
	Iteration 2F: 3 clusters Score -1048312 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1048658.375000 Penalty: 3000.496826
	Iteration 3F: 3 clusters Score -1048658 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1048903.875000 Penalty: 3000.496826
	Iteration 4Q: 3 clusters Score -1048904 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1049140.875000 Penalty: 3000.496826
	Iteration 5Q: 3 clusters Score -1049141 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1049380.125000 Penalty: 3000.496826
	Iteration 6Q: 3 clusters Score -1049380 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1049641.875000 Penalty: 3000.496826
	Iteration 7Q: 3 clusters Score -1049642 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1049968.750000 Penalty: 3000.496826
	Iteration 8Q: 3 clusters Score -1049969 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1050332.375000 Penalty: 3000.496826
	Iteration 9Q: 3 clusters Score -1050332 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1050704.125000 Penalty: 3000.496826
	Iteration 10Q: 3 clusters Score -1050704 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1051087.375000 Penalty: 3000.496826
	Iteration 11Q: 3 clusters Score -1051087 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1051447.125000 Penalty: 3000.496826
	Iteration 12Q: 3 clusters Score -1051447 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1051672.250000 Penalty: 3000.496826
	Iteration 13Q: 3 clusters Score -1051672 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1051790.875000 Penalty: 3000.496826
	Iteration 14Q: 3 clusters Score -1051791 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1051845.125000 Penalty: 3000.496826
	Iteration 15Q: 3 clusters Score -1051845 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1051872.625000 Penalty: 3000.496826
	Iteration 16Q: 3 clusters Score -1051873 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1051883.250000 Penalty: 3000.496826
	Iteration 17Q: 3 clusters Score -1051883 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1051893.750000 Penalty: 3000.496826
	Iteration 18Q: 3 clusters Score -1051894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1051894.375000 Penalty: 3000.496826
	Iteration 19Q: 3 clusters Score -1051894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1051896.000000 Penalty: 3000.496826
	Iteration 20F: 3 clusters Score -1051896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1051898.000000 Penalty: 3000.496826
	Iteration 21Q: 3 clusters Score -1051898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1051900.250000 Penalty: 3000.496826
	Iteration 22Q: 3 clusters Score -1051900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1051901.375000 Penalty: 3000.496826
	Iteration 23Q: 3 clusters Score -1051901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1051901.625000 Penalty: 3000.496826
	Iteration 24Q: 3 clusters Score -1051902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1051901.000000 Penalty: 3000.496826
	Iteration 25Q: 3 clusters Score -1051901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1051900.125000 Penalty: 3000.496826
	Iteration 26Q: 3 clusters Score -1051900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1051900.375000 Penalty: 3000.496826
	Iteration 27Q: 3 clusters Score -1051900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1051901.125000 Penalty: 3000.496826
	Iteration 28Q: 3 clusters Score -1051901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1051900.250000 Penalty: 3000.496826
	Iteration 29Q: 3 clusters Score -1051900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1051900.375000 Penalty: 3000.496826
	Iteration 30Q: 3 clusters Score -1051900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1051900.125000 Penalty: 3000.496826
	Iteration 31Q: 3 clusters Score -1051900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1051902.375000 Penalty: 3000.496826
	Iteration 32Q: 3 clusters Score -1051902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1051904.000000 Penalty: 3000.496826
	Iteration 33Q: 3 clusters Score -1051904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1051904.000000 Penalty: 3000.496826
	Iteration 34Q: 3 clusters Score -1051904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1051905.000000 Penalty: 3000.496826
	Iteration 35Q: 3 clusters Score -1051905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1051904.375000 Penalty: 3000.496826
	Iteration 36Q: 3 clusters Score -1051904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1051909.375000 Penalty: 3000.496826
	Iteration 37Q: 3 clusters Score -1051909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1051907.875000 Penalty: 3000.496826
	Iteration 38Q: 3 clusters Score -1051908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1051907.750000 Penalty: 3000.496826
	Iteration 39Q: 3 clusters Score -1051908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1051908.625000 Penalty: 3000.496826
	Iteration 40F: 3 clusters Score -1051909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1051909.750000 Penalty: 3000.496826
	Iteration 41Q: 3 clusters Score -1051910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1051911.500000 Penalty: 3000.496826
	Iteration 42Q: 3 clusters Score -1051912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1051909.250000 Penalty: 3000.496826
	Iteration 43Q: 3 clusters Score -1051909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1051911.375000 Penalty: 3000.496826
	Iteration 44Q: 3 clusters Score -1051911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1051913.500000 Penalty: 3000.496826
	Iteration 45Q: 3 clusters Score -1051914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1051912.750000 Penalty: 3000.496826
	Iteration 46Q: 3 clusters Score -1051913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1051914.125000 Penalty: 3000.496826
	Iteration 47Q: 3 clusters Score -1051914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1051914.625000 Penalty: 3000.496826
	Iteration 48Q: 3 clusters Score -1051915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1051916.500000 Penalty: 3000.496826
	Iteration 49Q: 3 clusters Score -1051916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1051916.000000 Penalty: 3000.496826
	Iteration 50Q: 3 clusters Score -1051916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1051916.375000 Penalty: 3000.496826
	Iteration 51Q: 3 clusters Score -1051916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1051917.250000 Penalty: 3000.496826
	Iteration 52Q: 3 clusters Score -1051917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1051920.750000 Penalty: 3000.496826
	Iteration 53Q: 3 clusters Score -1051921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1051921.875000 Penalty: 3000.496826
	Iteration 54Q: 3 clusters Score -1051922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1051924.000000 Penalty: 3000.496826
	Iteration 55Q: 3 clusters Score -1051924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1051925.125000 Penalty: 3000.496826
	Iteration 56Q: 3 clusters Score -1051925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1051924.500000 Penalty: 3000.496826
	Iteration 57Q: 3 clusters Score -1051924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1051922.875000 Penalty: 3000.496826
	Iteration 58Q: 3 clusters Score -1051923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1051923.750000 Penalty: 3000.496826
	Iteration 59Q: 3 clusters Score -1051924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1051925.625000 Penalty: 3000.496826
	Iteration 60F: 3 clusters Score -1051926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1051926.375000 Penalty: 3000.496826
	Iteration 61Q: 3 clusters Score -1051926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1051928.000000 Penalty: 3000.496826
	Iteration 62Q: 3 clusters Score -1051928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1051929.125000 Penalty: 3000.496826
	Iteration 63Q: 3 clusters Score -1051929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1051931.625000 Penalty: 3000.496826
	Iteration 64Q: 3 clusters Score -1051932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1051931.500000 Penalty: 3000.496826
	Iteration 65Q: 3 clusters Score -1051932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1051929.375000 Penalty: 3000.496826
	Iteration 66Q: 3 clusters Score -1051929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1051931.375000 Penalty: 3000.496826
	Iteration 67Q: 3 clusters Score -1051931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1051931.875000 Penalty: 3000.496826
	Iteration 68Q: 3 clusters Score -1051932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1051931.375000 Penalty: 3000.496826
	Iteration 69Q: 3 clusters Score -1051931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1051933.750000 Penalty: 3000.496826
	Iteration 70Q: 3 clusters Score -1051934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1051936.750000 Penalty: 3000.496826
	Iteration 71Q: 3 clusters Score -1051937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1051935.625000 Penalty: 3000.496826
	Iteration 72Q: 3 clusters Score -1051936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1051933.250000 Penalty: 3000.496826
	Iteration 73Q: 3 clusters Score -1051933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1051934.250000 Penalty: 3000.496826
	Iteration 74Q: 3 clusters Score -1051934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1051935.000000 Penalty: 3000.496826
	Iteration 75Q: 3 clusters Score -1051935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1051935.500000 Penalty: 3000.496826
	Iteration 76Q: 3 clusters Score -1051936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1051935.000000 Penalty: 3000.496826
	Iteration 77Q: 3 clusters Score -1051935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1051935.000000 Penalty: 3000.496826
	Iteration 78F: 3 clusters Score -1051935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Entering Unmasked Estep 
Score: -421529.906250 Penalty: 1369.608765
	Iteration 0F: 2 clusters Score -421529.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -417900.656250 Penalty: 2739.217529
	Iteration 0F: 3 clusters Score -417900.7 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -419265.875000 Penalty: 2739.217529
	Iteration 1F: 3 clusters Score -419265.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -419762.250000 Penalty: 2739.217529
	Iteration 2F: 3 clusters Score -419762.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -420170.906250 Penalty: 2739.217529
	Iteration 3F: 3 clusters Score -420170.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -420410.562500 Penalty: 2739.217529
	Iteration 4F: 3 clusters Score -420410.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -420615.437500 Penalty: 2739.217529
	Iteration 5F: 3 clusters Score -420615.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -420766.781250 Penalty: 2739.217529
	Iteration 6Q: 3 clusters Score -420766.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -420849.343750 Penalty: 2739.217529
	Iteration 7Q: 3 clusters Score -420849.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -420913.500000 Penalty: 2739.217529
	Iteration 8Q: 3 clusters Score -420913.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -420966.343750 Penalty: 2739.217529
	Iteration 9Q: 3 clusters Score -420966.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -421021.906250 Penalty: 2739.217529
	Iteration 10Q: 3 clusters Score -421021.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -421087.750000 Penalty: 2739.217529
	Iteration 11Q: 3 clusters Score -421087.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -421144.843750 Penalty: 2739.217529
	Iteration 12Q: 3 clusters Score -421144.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -421188.843750 Penalty: 2739.217529
	Iteration 13Q: 3 clusters Score -421188.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -421216.437500 Penalty: 2739.217529
	Iteration 14Q: 3 clusters Score -421216.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -421231.281250 Penalty: 2739.217529
	Iteration 15Q: 3 clusters Score -421231.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -421242.468750 Penalty: 2739.217529
	Iteration 16Q: 3 clusters Score -421242.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -421249.031250 Penalty: 2739.217529
	Iteration 17Q: 3 clusters Score -421249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -421254.406250 Penalty: 2739.217529
	Iteration 18Q: 3 clusters Score -421254.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -421261.375000 Penalty: 2739.217529
	Iteration 19Q: 3 clusters Score -421261.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -421264.343750 Penalty: 2739.217529
	Iteration 20F: 3 clusters Score -421264.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -421266.843750 Penalty: 2739.217529
	Iteration 21Q: 3 clusters Score -421266.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -421266.812500 Penalty: 2739.217529
	Iteration 22Q: 3 clusters Score -421266.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -421268.187500 Penalty: 2739.217529
	Iteration 23Q: 3 clusters Score -421268.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -421268.750000 Penalty: 2739.217529
	Iteration 24Q: 3 clusters Score -421268.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -421268.750000 Penalty: 2739.217529
	Iteration 25F: 3 clusters Score -421268.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Entering Unmasked Estep 
Score: -120968.609375 Penalty: 1150.093384
	Iteration 0F: 2 clusters Score -120968.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -119389.906250 Penalty: 2300.186768
	Iteration 0F: 3 clusters Score -119389.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -119667.648438 Penalty: 2300.186768
	Iteration 1F: 3 clusters Score -119667.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -119748.632812 Penalty: 2300.186768
	Iteration 2F: 3 clusters Score -119748.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -119785.851562 Penalty: 2300.186768
	Iteration 3Q: 3 clusters Score -119785.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -119812.031250 Penalty: 2300.186768
	Iteration 4Q: 3 clusters Score -119812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -119828.382812 Penalty: 2300.186768
	Iteration 5Q: 3 clusters Score -119828.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -119843.937500 Penalty: 2300.186768
	Iteration 6Q: 3 clusters Score -119843.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -119856.539062 Penalty: 2300.186768
	Iteration 7Q: 3 clusters Score -119856.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -119864.546875 Penalty: 2300.186768
	Iteration 8Q: 3 clusters Score -119864.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -119869.632812 Penalty: 2300.186768
	Iteration 9Q: 3 clusters Score -119869.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -119872.273438 Penalty: 2300.186768
	Iteration 10Q: 3 clusters Score -119872.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -119878.828125 Penalty: 2300.186768
	Iteration 11Q: 3 clusters Score -119878.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -119891.585938 Penalty: 2300.186768
	Iteration 12Q: 3 clusters Score -119891.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -119900.375000 Penalty: 2300.186768
	Iteration 13Q: 3 clusters Score -119900.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -119906.867188 Penalty: 2300.186768
	Iteration 14Q: 3 clusters Score -119906.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -119913.773438 Penalty: 2300.186768
	Iteration 15Q: 3 clusters Score -119913.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -119917.781250 Penalty: 2300.186768
	Iteration 16Q: 3 clusters Score -119917.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -119919.156250 Penalty: 2300.186768
	Iteration 17Q: 3 clusters Score -119919.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -119919.695312 Penalty: 2300.186768
	Iteration 18Q: 3 clusters Score -119919.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -119921.132812 Penalty: 2300.186768
	Iteration 19Q: 3 clusters Score -119921.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -119921.132812 Penalty: 2300.186768
	Iteration 20F: 3 clusters Score -119921.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Entering Unmasked Estep 
Score: -2589776.000000 Penalty: 1641.290039
	Iteration 0F: 2 clusters Score -2589776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2573343.500000 Penalty: 3282.580078
	Iteration 0F: 3 clusters Score -2573344 nChanged 11143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2579562.250000 Penalty: 3282.580078
	Iteration 1F: 3 clusters Score -2579562 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2580227.750000 Penalty: 3282.580078
	Iteration 2F: 3 clusters Score -2580228 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2581194.500000 Penalty: 3282.580078
	Iteration 3F: 3 clusters Score -2581194 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2582609.250000 Penalty: 3282.580078
	Iteration 4F: 3 clusters Score -2582609 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2584373.250000 Penalty: 3282.580078
	Iteration 5F: 3 clusters Score -2584373 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2586103.750000 Penalty: 3282.580078
	Iteration 6F: 3 clusters Score -2586104 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2587238.500000 Penalty: 3282.580078
	Iteration 7Q: 3 clusters Score -2587238 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2587826.500000 Penalty: 3282.580078
	Iteration 8Q: 3 clusters Score -2587826 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2588091.500000 Penalty: 3282.580078
	Iteration 9Q: 3 clusters Score -2588092 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2588194.750000 Penalty: 3282.580078
	Iteration 10Q: 3 clusters Score -2588195 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2588248.750000 Penalty: 3282.580078
	Iteration 11Q: 3 clusters Score -2588249 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2588279.250000 Penalty: 3282.580078
	Iteration 12Q: 3 clusters Score -2588279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2588299.500000 Penalty: 3282.580078
	Iteration 13Q: 3 clusters Score -2588300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2588330.750000 Penalty: 3282.580078
	Iteration 14Q: 3 clusters Score -2588331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2588346.500000 Penalty: 3282.580078
	Iteration 15Q: 3 clusters Score -2588346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2588357.750000 Penalty: 3282.580078
	Iteration 16Q: 3 clusters Score -2588358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -2588366.750000 Penalty: 3282.580078
	Iteration 17Q: 3 clusters Score -2588367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2588370.000000 Penalty: 3282.580078
	Iteration 18Q: 3 clusters Score -2588370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2588377.000000 Penalty: 3282.580078
	Iteration 19Q: 3 clusters Score -2588377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -2588385.500000 Penalty: 3282.580078
	Iteration 20F: 3 clusters Score -2588386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2588389.500000 Penalty: 3282.580078
	Iteration 21Q: 3 clusters Score -2588390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2588389.500000 Penalty: 3282.580078
	Iteration 22F: 3 clusters Score -2588390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Entering Unmasked Estep 
Score: -608518.437500 Penalty: 1408.553955
	Iteration 0F: 2 clusters Score -608518.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -604027.187500 Penalty: 2817.107910
	Iteration 0F: 3 clusters Score -604027.2 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -605327.250000 Penalty: 2817.107910
	Iteration 1F: 3 clusters Score -605327.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -605605.000000 Penalty: 2817.107910
	Iteration 2F: 3 clusters Score -605605 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -605843.000000 Penalty: 2817.107910
	Iteration 3F: 3 clusters Score -605843 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -606075.250000 Penalty: 2817.107910
	Iteration 4F: 3 clusters Score -606075.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -606333.437500 Penalty: 2817.107910
	Iteration 5F: 3 clusters Score -606333.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -606625.937500 Penalty: 2817.107910
	Iteration 6F: 3 clusters Score -606625.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -606905.875000 Penalty: 2817.107910
	Iteration 7F: 3 clusters Score -606905.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -607195.687500 Penalty: 2817.107910
	Iteration 8F: 3 clusters Score -607195.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -607427.250000 Penalty: 2817.107910
	Iteration 9F: 3 clusters Score -607427.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -607594.062500 Penalty: 2817.107910
	Iteration 10Q: 3 clusters Score -607594.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -607715.750000 Penalty: 2817.107910
	Iteration 11Q: 3 clusters Score -607715.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -607830.625000 Penalty: 2817.107910
	Iteration 12Q: 3 clusters Score -607830.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -607968.187500 Penalty: 2817.107910
	Iteration 13Q: 3 clusters Score -607968.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -608077.500000 Penalty: 2817.107910
	Iteration 14Q: 3 clusters Score -608077.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -608183.187500 Penalty: 2817.107910
	Iteration 15Q: 3 clusters Score -608183.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -608269.187500 Penalty: 2817.107910
	Iteration 16Q: 3 clusters Score -608269.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -608351.375000 Penalty: 2817.107910
	Iteration 17Q: 3 clusters Score -608351.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -608418.937500 Penalty: 2817.107910
	Iteration 18Q: 3 clusters Score -608418.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -608475.125000 Penalty: 2817.107910
	Iteration 19Q: 3 clusters Score -608475.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -608513.562500 Penalty: 2817.107910
	Iteration 20F: 3 clusters Score -608513.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -608544.562500 Penalty: 2817.107910
	Iteration 21Q: 3 clusters Score -608544.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -608562.500000 Penalty: 2817.107910
	Iteration 22Q: 3 clusters Score -608562.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -608567.937500 Penalty: 2817.107910
	Iteration 23Q: 3 clusters Score -608567.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -608571.500000 Penalty: 2817.107910
	Iteration 24Q: 3 clusters Score -608571.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -608572.437500 Penalty: 2817.107910
	Iteration 25Q: 3 clusters Score -608572.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -608573.000000 Penalty: 2817.107910
	Iteration 26Q: 3 clusters Score -608573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -608573.750000 Penalty: 2817.107910
	Iteration 27Q: 3 clusters Score -608573.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -608572.750000 Penalty: 2817.107910
	Iteration 28Q: 3 clusters Score -608572.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -608572.750000 Penalty: 2817.107910
	Iteration 29F: 3 clusters Score -608572.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 12961 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 11563 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 127282 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 26597 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 39355 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 11443 members 
Mstep: Class 14 contains 17795 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 169562 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 4575 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 24349 members 
Mstep: Class 22 contains 2350 members 
Mstep: Class 23 contains 5607 members 
Mstep: Class 24 contains 17786 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 249 members 
Mstep: Class 27 contains 13618 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 23644 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 1600 members 
Mstep: Class 36 contains 3464 members 
Entering Unmasked Estep 
Score: -65964536.000000 Penalty: 78222.421875
Splitting cluster 22 changes total score from -65965160.000000 to -65964536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (5607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Entering Unmasked Estep 
Score: -588962.312500 Penalty: 1402.662842
	Iteration 0F: 2 clusters Score -588962.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -584585.500000 Penalty: 2805.325684
	Iteration 0F: 3 clusters Score -584585.5 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -585775.062500 Penalty: 2805.325684
	Iteration 1F: 3 clusters Score -585775.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -585956.875000 Penalty: 2805.325684
	Iteration 2F: 3 clusters Score -585956.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -586110.125000 Penalty: 2805.325684
	Iteration 3F: 3 clusters Score -586110.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -586226.375000 Penalty: 2805.325684
	Iteration 4Q: 3 clusters Score -586226.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -586317.125000 Penalty: 2805.325684
	Iteration 5Q: 3 clusters Score -586317.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -586423.125000 Penalty: 2805.325684
	Iteration 6Q: 3 clusters Score -586423.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -586514.312500 Penalty: 2805.325684
	Iteration 7Q: 3 clusters Score -586514.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -586597.750000 Penalty: 2805.325684
	Iteration 8Q: 3 clusters Score -586597.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -586676.000000 Penalty: 2805.325684
	Iteration 9Q: 3 clusters Score -586676 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -586764.062500 Penalty: 2805.325684
	Iteration 10Q: 3 clusters Score -586764.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -586845.937500 Penalty: 2805.325684
	Iteration 11Q: 3 clusters Score -586845.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -586909.312500 Penalty: 2805.325684
	Iteration 12Q: 3 clusters Score -586909.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -586983.625000 Penalty: 2805.325684
	Iteration 13Q: 3 clusters Score -586983.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -587031.062500 Penalty: 2805.325684
	Iteration 14Q: 3 clusters Score -587031.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -587063.375000 Penalty: 2805.325684
	Iteration 15Q: 3 clusters Score -587063.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -587085.750000 Penalty: 2805.325684
	Iteration 16Q: 3 clusters Score -587085.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -587104.437500 Penalty: 2805.325684
	Iteration 17Q: 3 clusters Score -587104.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -587122.562500 Penalty: 2805.325684
	Iteration 18Q: 3 clusters Score -587122.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -587135.375000 Penalty: 2805.325684
	Iteration 19Q: 3 clusters Score -587135.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -587147.312500 Penalty: 2805.325684
	Iteration 20F: 3 clusters Score -587147.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -587159.312500 Penalty: 2805.325684
	Iteration 21Q: 3 clusters Score -587159.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -587171.562500 Penalty: 2805.325684
	Iteration 22Q: 3 clusters Score -587171.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -587183.500000 Penalty: 2805.325684
	Iteration 23Q: 3 clusters Score -587183.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -587197.687500 Penalty: 2805.325684
	Iteration 24Q: 3 clusters Score -587197.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -587210.437500 Penalty: 2805.325684
	Iteration 25Q: 3 clusters Score -587210.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -587222.187500 Penalty: 2805.325684
	Iteration 26Q: 3 clusters Score -587222.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -587236.625000 Penalty: 2805.325684
	Iteration 27Q: 3 clusters Score -587236.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -587249.250000 Penalty: 2805.325684
	Iteration 28Q: 3 clusters Score -587249.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -587257.312500 Penalty: 2805.325684
	Iteration 29Q: 3 clusters Score -587257.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -587268.687500 Penalty: 2805.325684
	Iteration 30Q: 3 clusters Score -587268.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -587279.437500 Penalty: 2805.325684
	Iteration 31Q: 3 clusters Score -587279.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -587286.187500 Penalty: 2805.325684
	Iteration 32Q: 3 clusters Score -587286.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -587294.625000 Penalty: 2805.325684
	Iteration 33Q: 3 clusters Score -587294.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -587302.062500 Penalty: 2805.325684
	Iteration 34Q: 3 clusters Score -587302.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -587308.312500 Penalty: 2805.325684
	Iteration 35Q: 3 clusters Score -587308.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -587317.562500 Penalty: 2805.325684
	Iteration 36Q: 3 clusters Score -587317.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -587327.687500 Penalty: 2805.325684
	Iteration 37Q: 3 clusters Score -587327.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -587335.000000 Penalty: 2805.325684
	Iteration 38Q: 3 clusters Score -587335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -587343.125000 Penalty: 2805.325684
	Iteration 39Q: 3 clusters Score -587343.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -587353.312500 Penalty: 2805.325684
	Iteration 40F: 3 clusters Score -587353.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -587361.437500 Penalty: 2805.325684
	Iteration 41Q: 3 clusters Score -587361.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -587364.687500 Penalty: 2805.325684
	Iteration 42Q: 3 clusters Score -587364.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -587369.250000 Penalty: 2805.325684
	Iteration 43Q: 3 clusters Score -587369.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -587371.062500 Penalty: 2805.325684
	Iteration 44Q: 3 clusters Score -587371.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -587374.250000 Penalty: 2805.325684
	Iteration 45Q: 3 clusters Score -587374.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -587375.812500 Penalty: 2805.325684
	Iteration 46Q: 3 clusters Score -587375.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -587380.625000 Penalty: 2805.325684
	Iteration 47Q: 3 clusters Score -587380.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -587384.375000 Penalty: 2805.325684
	Iteration 48Q: 3 clusters Score -587384.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -587388.250000 Penalty: 2805.325684
	Iteration 49Q: 3 clusters Score -587388.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -587392.562500 Penalty: 2805.325684
	Iteration 50Q: 3 clusters Score -587392.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -587395.437500 Penalty: 2805.325684
	Iteration 51Q: 3 clusters Score -587395.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -587397.437500 Penalty: 2805.325684
	Iteration 52Q: 3 clusters Score -587397.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -587402.312500 Penalty: 2805.325684
	Iteration 53Q: 3 clusters Score -587402.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -587406.250000 Penalty: 2805.325684
	Iteration 54Q: 3 clusters Score -587406.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -587408.062500 Penalty: 2805.325684
	Iteration 55Q: 3 clusters Score -587408.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -587410.250000 Penalty: 2805.325684
	Iteration 56Q: 3 clusters Score -587410.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -587412.500000 Penalty: 2805.325684
	Iteration 57Q: 3 clusters Score -587412.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -587415.562500 Penalty: 2805.325684
	Iteration 58Q: 3 clusters Score -587415.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -587415.187500 Penalty: 2805.325684
	Iteration 59Q: 3 clusters Score -587415.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -587418.062500 Penalty: 2805.325684
	Iteration 60F: 3 clusters Score -587418.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -587421.625000 Penalty: 2805.325684
	Iteration 61Q: 3 clusters Score -587421.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -587423.500000 Penalty: 2805.325684
	Iteration 62Q: 3 clusters Score -587423.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -587425.500000 Penalty: 2805.325684
	Iteration 63Q: 3 clusters Score -587425.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -587429.562500 Penalty: 2805.325684
	Iteration 64Q: 3 clusters Score -587429.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -587430.562500 Penalty: 2805.325684
	Iteration 65Q: 3 clusters Score -587430.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -587430.625000 Penalty: 2805.325684
	Iteration 66Q: 3 clusters Score -587430.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -587432.625000 Penalty: 2805.325684
	Iteration 67Q: 3 clusters Score -587432.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -587435.000000 Penalty: 2805.325684
	Iteration 68Q: 3 clusters Score -587435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -587439.125000 Penalty: 2805.325684
	Iteration 69Q: 3 clusters Score -587439.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -587446.437500 Penalty: 2805.325684
	Iteration 70Q: 3 clusters Score -587446.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -587461.812500 Penalty: 2805.325684
	Iteration 71Q: 3 clusters Score -587461.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -587476.750000 Penalty: 2805.325684
	Iteration 72Q: 3 clusters Score -587476.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -587485.625000 Penalty: 2805.325684
	Iteration 73Q: 3 clusters Score -587485.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -587498.937500 Penalty: 2805.325684
	Iteration 74Q: 3 clusters Score -587498.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -587504.125000 Penalty: 2805.325684
	Iteration 75Q: 3 clusters Score -587504.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -587509.062500 Penalty: 2805.325684
	Iteration 76Q: 3 clusters Score -587509.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -587513.125000 Penalty: 2805.325684
	Iteration 77Q: 3 clusters Score -587513.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -587517.812500 Penalty: 2805.325684
	Iteration 78Q: 3 clusters Score -587517.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -587522.937500 Penalty: 2805.325684
	Iteration 79Q: 3 clusters Score -587522.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -587527.812500 Penalty: 2805.325684
	Iteration 80F: 3 clusters Score -587527.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -587531.062500 Penalty: 2805.325684
	Iteration 81Q: 3 clusters Score -587531.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -587534.187500 Penalty: 2805.325684
	Iteration 82Q: 3 clusters Score -587534.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -587536.125000 Penalty: 2805.325684
	Iteration 83Q: 3 clusters Score -587536.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -587539.625000 Penalty: 2805.325684
	Iteration 84Q: 3 clusters Score -587539.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -587542.437500 Penalty: 2805.325684
	Iteration 85Q: 3 clusters Score -587542.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -587545.250000 Penalty: 2805.325684
	Iteration 86Q: 3 clusters Score -587545.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -587545.250000 Penalty: 2805.325684
	Iteration 87Q: 3 clusters Score -587545.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -587548.437500 Penalty: 2805.325684
	Iteration 88Q: 3 clusters Score -587548.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -587548.250000 Penalty: 2805.325684
	Iteration 89Q: 3 clusters Score -587548.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -587550.125000 Penalty: 2805.325684
	Iteration 90Q: 3 clusters Score -587550.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -587549.687500 Penalty: 2805.325684
	Iteration 91Q: 3 clusters Score -587549.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -587551.312500 Penalty: 2805.325684
	Iteration 92Q: 3 clusters Score -587551.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -587552.500000 Penalty: 2805.325684
	Iteration 93Q: 3 clusters Score -587552.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -587553.250000 Penalty: 2805.325684
	Iteration 94Q: 3 clusters Score -587553.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -587553.750000 Penalty: 2805.325684
	Iteration 95Q: 3 clusters Score -587553.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -587553.875000 Penalty: 2805.325684
	Iteration 96Q: 3 clusters Score -587553.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -587554.375000 Penalty: 2805.325684
	Iteration 97Q: 3 clusters Score -587554.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -587555.062500 Penalty: 2805.325684
	Iteration 98Q: 3 clusters Score -587555.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -587554.875000 Penalty: 2805.325684
	Iteration 99Q: 3 clusters Score -587554.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -587554.625000 Penalty: 2805.325684
	Iteration 100F: 3 clusters Score -587554.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -587556.125000 Penalty: 2805.325684
	Iteration 101Q: 3 clusters Score -587556.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -587556.875000 Penalty: 2805.325684
	Iteration 102Q: 3 clusters Score -587556.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -587556.687500 Penalty: 2805.325684
	Iteration 103Q: 3 clusters Score -587556.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -587556.562500 Penalty: 2805.325684
	Iteration 104Q: 3 clusters Score -587556.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -587557.437500 Penalty: 2805.325684
	Iteration 105Q: 3 clusters Score -587557.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -587557.437500 Penalty: 2805.325684
	Iteration 106F: 3 clusters Score -587557.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Entering Unmasked Estep 
Score: -1892151.625000 Penalty: 1590.252197
	Iteration 0F: 2 clusters Score -1892152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1880051.500000 Penalty: 3180.504395
	Iteration 0F: 3 clusters Score -1880052 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1884210.875000 Penalty: 3180.504395
	Iteration 1F: 3 clusters Score -1884211 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1884574.875000 Penalty: 3180.504395
	Iteration 2F: 3 clusters Score -1884575 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1884937.375000 Penalty: 3180.504395
	Iteration 3Q: 3 clusters Score -1884937 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1885300.125000 Penalty: 3180.504395
	Iteration 4Q: 3 clusters Score -1885300 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1885721.750000 Penalty: 3180.504395
	Iteration 5Q: 3 clusters Score -1885722 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1886172.375000 Penalty: 3180.504395
	Iteration 6Q: 3 clusters Score -1886172 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1886724.125000 Penalty: 3180.504395
	Iteration 7F: 3 clusters Score -1886724 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1887441.000000 Penalty: 3180.504395
	Iteration 8F: 3 clusters Score -1887441 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1888216.750000 Penalty: 3180.504395
	Iteration 9F: 3 clusters Score -1888217 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1888890.500000 Penalty: 3180.504395
	Iteration 10Q: 3 clusters Score -1888890 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1889438.750000 Penalty: 3180.504395
	Iteration 11Q: 3 clusters Score -1889439 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1889837.125000 Penalty: 3180.504395
	Iteration 12Q: 3 clusters Score -1889837 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1890106.625000 Penalty: 3180.504395
	Iteration 13Q: 3 clusters Score -1890107 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1890293.375000 Penalty: 3180.504395
	Iteration 14Q: 3 clusters Score -1890293 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1890434.625000 Penalty: 3180.504395
	Iteration 15Q: 3 clusters Score -1890435 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1890547.250000 Penalty: 3180.504395
	Iteration 16Q: 3 clusters Score -1890547 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1890620.625000 Penalty: 3180.504395
	Iteration 17Q: 3 clusters Score -1890621 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1890685.250000 Penalty: 3180.504395
	Iteration 18Q: 3 clusters Score -1890685 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1890719.500000 Penalty: 3180.504395
	Iteration 19Q: 3 clusters Score -1890720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1890747.000000 Penalty: 3180.504395
	Iteration 20F: 3 clusters Score -1890747 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1890774.125000 Penalty: 3180.504395
	Iteration 21Q: 3 clusters Score -1890774 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1890798.000000 Penalty: 3180.504395
	Iteration 22Q: 3 clusters Score -1890798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1890816.250000 Penalty: 3180.504395
	Iteration 23Q: 3 clusters Score -1890816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1890834.625000 Penalty: 3180.504395
	Iteration 24Q: 3 clusters Score -1890835 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1890850.625000 Penalty: 3180.504395
	Iteration 25Q: 3 clusters Score -1890851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1890862.875000 Penalty: 3180.504395
	Iteration 26Q: 3 clusters Score -1890863 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1890876.625000 Penalty: 3180.504395
	Iteration 27Q: 3 clusters Score -1890877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1890887.750000 Penalty: 3180.504395
	Iteration 28Q: 3 clusters Score -1890888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1890896.375000 Penalty: 3180.504395
	Iteration 29Q: 3 clusters Score -1890896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1890908.250000 Penalty: 3180.504395
	Iteration 30Q: 3 clusters Score -1890908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1890915.500000 Penalty: 3180.504395
	Iteration 31Q: 3 clusters Score -1890916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1890925.000000 Penalty: 3180.504395
	Iteration 32Q: 3 clusters Score -1890925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1890928.500000 Penalty: 3180.504395
	Iteration 33Q: 3 clusters Score -1890928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1890929.750000 Penalty: 3180.504395
	Iteration 34Q: 3 clusters Score -1890930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1890933.750000 Penalty: 3180.504395
	Iteration 35Q: 3 clusters Score -1890934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1890932.750000 Penalty: 3180.504395
	Iteration 36Q: 3 clusters Score -1890933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1890935.125000 Penalty: 3180.504395
	Iteration 37Q: 3 clusters Score -1890935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1890936.750000 Penalty: 3180.504395
	Iteration 38Q: 3 clusters Score -1890937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1890940.375000 Penalty: 3180.504395
	Iteration 39Q: 3 clusters Score -1890940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1890940.125000 Penalty: 3180.504395
	Iteration 40F: 3 clusters Score -1890940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1890940.250000 Penalty: 3180.504395
	Iteration 41Q: 3 clusters Score -1890940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1890940.250000 Penalty: 3180.504395
	Iteration 42F: 3 clusters Score -1890940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -65614.984375 Penalty: 1075.328003
	Iteration 0F: 2 clusters Score -65614.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -64371.046875 Penalty: 2150.656006
	Iteration 0F: 3 clusters Score -64371.05 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64618.632812 Penalty: 2150.656006
	Iteration 1F: 3 clusters Score -64618.63 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -64716.769531 Penalty: 2150.656006
	Iteration 2F: 3 clusters Score -64716.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64763.160156 Penalty: 2150.656006
	Iteration 3F: 3 clusters Score -64763.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -64794.777344 Penalty: 2150.656006
	Iteration 4Q: 3 clusters Score -64794.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -64806.253906 Penalty: 2150.656006
	Iteration 5Q: 3 clusters Score -64806.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -64816.050781 Penalty: 2150.656006
	Iteration 6Q: 3 clusters Score -64816.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -64822.335938 Penalty: 2150.656006
	Iteration 7Q: 3 clusters Score -64822.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -64823.722656 Penalty: 2150.656006
	Iteration 8Q: 3 clusters Score -64823.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -64826.000000 Penalty: 2150.656006
	Iteration 9Q: 3 clusters Score -64826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -64826.492188 Penalty: 2150.656006
	Iteration 10Q: 3 clusters Score -64826.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -64826.492188 Penalty: 2150.656006
	Iteration 11F: 3 clusters Score -64826.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -23728.597656 Penalty: 896.586060
	Iteration 0F: 2 clusters Score -23728.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22983.224609 Penalty: 1793.172119
	Iteration 0F: 3 clusters Score -22983.22 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23082.453125 Penalty: 1793.172119
	Iteration 1F: 3 clusters Score -23082.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23105.876953 Penalty: 1793.172119
	Iteration 2Q: 3 clusters Score -23105.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23117.857422 Penalty: 1793.172119
	Iteration 3Q: 3 clusters Score -23117.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23121.171875 Penalty: 1793.172119
	Iteration 4Q: 3 clusters Score -23121.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23122.154297 Penalty: 1793.172119
	Iteration 5Q: 3 clusters Score -23122.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23123.017578 Penalty: 1793.172119
	Iteration 6Q: 3 clusters Score -23123.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23125.097656 Penalty: 1793.172119
	Iteration 7Q: 3 clusters Score -23125.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23125.097656 Penalty: 1793.172119
	Iteration 8F: 3 clusters Score -23125.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Entering Unmasked Estep 
Score: -1405987.875000 Penalty: 1546.861572
	Iteration 0F: 2 clusters Score -1405988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1396490.125000 Penalty: 3093.723145
	Iteration 0F: 3 clusters Score -1396490 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1399780.625000 Penalty: 3093.723145
	Iteration 1F: 3 clusters Score -1399781 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1400198.000000 Penalty: 3093.723145
	Iteration 2F: 3 clusters Score -1400198 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1400640.375000 Penalty: 3093.723145
	Iteration 3F: 3 clusters Score -1400640 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1401128.625000 Penalty: 3093.723145
	Iteration 4F: 3 clusters Score -1401129 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1401586.375000 Penalty: 3093.723145
	Iteration 5F: 3 clusters Score -1401586 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1402036.250000 Penalty: 3093.723145
	Iteration 6F: 3 clusters Score -1402036 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1402488.000000 Penalty: 3093.723145
	Iteration 7F: 3 clusters Score -1402488 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1402902.000000 Penalty: 3093.723145
	Iteration 8Q: 3 clusters Score -1402902 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1403275.500000 Penalty: 3093.723145
	Iteration 9Q: 3 clusters Score -1403276 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1403678.125000 Penalty: 3093.723145
	Iteration 10Q: 3 clusters Score -1403678 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1403980.500000 Penalty: 3093.723145
	Iteration 11Q: 3 clusters Score -1403980 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1404148.750000 Penalty: 3093.723145
	Iteration 12Q: 3 clusters Score -1404149 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1404273.375000 Penalty: 3093.723145
	Iteration 13Q: 3 clusters Score -1404273 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1404346.750000 Penalty: 3093.723145
	Iteration 14Q: 3 clusters Score -1404347 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1404396.375000 Penalty: 3093.723145
	Iteration 15Q: 3 clusters Score -1404396 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1404431.000000 Penalty: 3093.723145
	Iteration 16Q: 3 clusters Score -1404431 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1404456.625000 Penalty: 3093.723145
	Iteration 17Q: 3 clusters Score -1404457 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1404490.750000 Penalty: 3093.723145
	Iteration 18Q: 3 clusters Score -1404491 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1404512.375000 Penalty: 3093.723145
	Iteration 19Q: 3 clusters Score -1404512 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1404536.625000 Penalty: 3093.723145
	Iteration 20F: 3 clusters Score -1404537 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1404559.500000 Penalty: 3093.723145
	Iteration 21Q: 3 clusters Score -1404560 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1404595.375000 Penalty: 3093.723145
	Iteration 22Q: 3 clusters Score -1404595 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1404620.375000 Penalty: 3093.723145
	Iteration 23Q: 3 clusters Score -1404620 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1404657.375000 Penalty: 3093.723145
	Iteration 24Q: 3 clusters Score -1404657 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1404695.750000 Penalty: 3093.723145
	Iteration 25Q: 3 clusters Score -1404696 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1404730.000000 Penalty: 3093.723145
	Iteration 26Q: 3 clusters Score -1404730 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1404768.000000 Penalty: 3093.723145
	Iteration 27Q: 3 clusters Score -1404768 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1404804.875000 Penalty: 3093.723145
	Iteration 28Q: 3 clusters Score -1404805 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1404838.250000 Penalty: 3093.723145
	Iteration 29Q: 3 clusters Score -1404838 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1404875.250000 Penalty: 3093.723145
	Iteration 30Q: 3 clusters Score -1404875 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1404893.000000 Penalty: 3093.723145
	Iteration 31Q: 3 clusters Score -1404893 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1404909.000000 Penalty: 3093.723145
	Iteration 32Q: 3 clusters Score -1404909 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1404928.000000 Penalty: 3093.723145
	Iteration 33Q: 3 clusters Score -1404928 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1404936.750000 Penalty: 3093.723145
	Iteration 34Q: 3 clusters Score -1404937 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1404946.875000 Penalty: 3093.723145
	Iteration 35Q: 3 clusters Score -1404947 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1404952.750000 Penalty: 3093.723145
	Iteration 36Q: 3 clusters Score -1404953 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1404961.875000 Penalty: 3093.723145
	Iteration 37Q: 3 clusters Score -1404962 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1404968.625000 Penalty: 3093.723145
	Iteration 38Q: 3 clusters Score -1404969 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1404972.750000 Penalty: 3093.723145
	Iteration 39Q: 3 clusters Score -1404973 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1404981.625000 Penalty: 3093.723145
	Iteration 40F: 3 clusters Score -1404982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1404990.375000 Penalty: 3093.723145
	Iteration 41Q: 3 clusters Score -1404990 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1404998.875000 Penalty: 3093.723145
	Iteration 42Q: 3 clusters Score -1404999 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1405004.250000 Penalty: 3093.723145
	Iteration 43Q: 3 clusters Score -1405004 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1405010.375000 Penalty: 3093.723145
	Iteration 44Q: 3 clusters Score -1405010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1405012.000000 Penalty: 3093.723145
	Iteration 45Q: 3 clusters Score -1405012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1405016.125000 Penalty: 3093.723145
	Iteration 46Q: 3 clusters Score -1405016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1405018.000000 Penalty: 3093.723145
	Iteration 47Q: 3 clusters Score -1405018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1405023.125000 Penalty: 3093.723145
	Iteration 48Q: 3 clusters Score -1405023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1405028.125000 Penalty: 3093.723145
	Iteration 49Q: 3 clusters Score -1405028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1405027.500000 Penalty: 3093.723145
	Iteration 50Q: 3 clusters Score -1405028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1405033.750000 Penalty: 3093.723145
	Iteration 51Q: 3 clusters Score -1405034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1405035.375000 Penalty: 3093.723145
	Iteration 52Q: 3 clusters Score -1405035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1405034.875000 Penalty: 3093.723145
	Iteration 53Q: 3 clusters Score -1405035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1405038.000000 Penalty: 3093.723145
	Iteration 54Q: 3 clusters Score -1405038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1405036.125000 Penalty: 3093.723145
	Iteration 55Q: 3 clusters Score -1405036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1405036.750000 Penalty: 3093.723145
	Iteration 56Q: 3 clusters Score -1405037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1405038.500000 Penalty: 3093.723145
	Iteration 57Q: 3 clusters Score -1405038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1405037.000000 Penalty: 3093.723145
	Iteration 58Q: 3 clusters Score -1405037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1405037.125000 Penalty: 3093.723145
	Iteration 59Q: 3 clusters Score -1405037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1405038.625000 Penalty: 3093.723145
	Iteration 60F: 3 clusters Score -1405039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1405038.125000 Penalty: 3093.723145
	Iteration 61Q: 3 clusters Score -1405038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1405040.375000 Penalty: 3093.723145
	Iteration 62Q: 3 clusters Score -1405040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1405041.750000 Penalty: 3093.723145
	Iteration 63Q: 3 clusters Score -1405042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1405041.000000 Penalty: 3093.723145
	Iteration 64Q: 3 clusters Score -1405041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1405040.375000 Penalty: 3093.723145
	Iteration 65Q: 3 clusters Score -1405040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1405040.000000 Penalty: 3093.723145
	Iteration 66Q: 3 clusters Score -1405040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1405042.875000 Penalty: 3093.723145
	Iteration 67Q: 3 clusters Score -1405043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1405042.250000 Penalty: 3093.723145
	Iteration 68Q: 3 clusters Score -1405042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1405044.500000 Penalty: 3093.723145
	Iteration 69Q: 3 clusters Score -1405044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1405046.375000 Penalty: 3093.723145
	Iteration 70Q: 3 clusters Score -1405046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1405046.000000 Penalty: 3093.723145
	Iteration 71Q: 3 clusters Score -1405046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1405049.750000 Penalty: 3093.723145
	Iteration 72Q: 3 clusters Score -1405050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1405048.125000 Penalty: 3093.723145
	Iteration 73Q: 3 clusters Score -1405048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1405050.750000 Penalty: 3093.723145
	Iteration 74Q: 3 clusters Score -1405051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1405050.125000 Penalty: 3093.723145
	Iteration 75Q: 3 clusters Score -1405050 nChanged 10
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Mstep: Class 2 contains 5240 members 
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Mstep: Class 1 contains 8390 members 
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Mstep: Class 1 contains 8475 members 
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Mstep: Class 1 contains 8593 members 
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	Iteration 118Q: 3 clusters Score -1405121 nChanged 3
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Mstep: Class 1 contains 8980 members 
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	Iteration 126Q: 3 clusters Score -1405125 nChanged 3
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Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1405183.625000 Penalty: 3093.723145
	Iteration 168Q: 3 clusters Score -1405184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1405183.000000 Penalty: 3093.723145
	Iteration 169Q: 3 clusters Score -1405183 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1405186.625000 Penalty: 3093.723145
	Iteration 170Q: 3 clusters Score -1405187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1405189.000000 Penalty: 3093.723145
	Iteration 171Q: 3 clusters Score -1405189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1405194.250000 Penalty: 3093.723145
	Iteration 172Q: 3 clusters Score -1405194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1405199.375000 Penalty: 3093.723145
	Iteration 173Q: 3 clusters Score -1405199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1405198.750000 Penalty: 3093.723145
	Iteration 174Q: 3 clusters Score -1405199 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1405203.000000 Penalty: 3093.723145
	Iteration 175Q: 3 clusters Score -1405203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1405205.125000 Penalty: 3093.723145
	Iteration 176Q: 3 clusters Score -1405205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1405208.000000 Penalty: 3093.723145
	Iteration 177Q: 3 clusters Score -1405208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1405209.625000 Penalty: 3093.723145
	Iteration 178Q: 3 clusters Score -1405210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1405212.375000 Penalty: 3093.723145
	Iteration 179Q: 3 clusters Score -1405212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1405215.625000 Penalty: 3093.723145
	Iteration 180F: 3 clusters Score -1405216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1405220.250000 Penalty: 3093.723145
	Iteration 181Q: 3 clusters Score -1405220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1405219.750000 Penalty: 3093.723145
	Iteration 182Q: 3 clusters Score -1405220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1405219.750000 Penalty: 3093.723145
	Iteration 183Q: 3 clusters Score -1405220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1405228.375000 Penalty: 3093.723145
	Iteration 184Q: 3 clusters Score -1405228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1405233.125000 Penalty: 3093.723145
	Iteration 185Q: 3 clusters Score -1405233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1405236.750000 Penalty: 3093.723145
	Iteration 186Q: 3 clusters Score -1405237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1405237.875000 Penalty: 3093.723145
	Iteration 187Q: 3 clusters Score -1405238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1405241.625000 Penalty: 3093.723145
	Iteration 188Q: 3 clusters Score -1405242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1405241.625000 Penalty: 3093.723145
	Iteration 189Q: 3 clusters Score -1405242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1405242.875000 Penalty: 3093.723145
	Iteration 190Q: 3 clusters Score -1405243 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1405247.125000 Penalty: 3093.723145
	Iteration 191Q: 3 clusters Score -1405247 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1405252.625000 Penalty: 3093.723145
	Iteration 192Q: 3 clusters Score -1405253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1405257.750000 Penalty: 3093.723145
	Iteration 193Q: 3 clusters Score -1405258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1405263.625000 Penalty: 3093.723145
	Iteration 194Q: 3 clusters Score -1405264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1405264.750000 Penalty: 3093.723145
	Iteration 195Q: 3 clusters Score -1405265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1405267.875000 Penalty: 3093.723145
	Iteration 196Q: 3 clusters Score -1405268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1405276.750000 Penalty: 3093.723145
	Iteration 197Q: 3 clusters Score -1405277 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1405281.500000 Penalty: 3093.723145
	Iteration 198Q: 3 clusters Score -1405282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1405282.500000 Penalty: 3093.723145
	Iteration 199Q: 3 clusters Score -1405282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1405283.750000 Penalty: 3093.723145
	Iteration 200F: 3 clusters Score -1405284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1405285.875000 Penalty: 3093.723145
	Iteration 201Q: 3 clusters Score -1405286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1405297.375000 Penalty: 3093.723145
	Iteration 202Q: 3 clusters Score -1405297 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1405303.875000 Penalty: 3093.723145
	Iteration 203Q: 3 clusters Score -1405304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1405306.375000 Penalty: 3093.723145
	Iteration 204Q: 3 clusters Score -1405306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1405310.000000 Penalty: 3093.723145
	Iteration 205Q: 3 clusters Score -1405310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1405316.000000 Penalty: 3093.723145
	Iteration 206Q: 3 clusters Score -1405316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1405318.000000 Penalty: 3093.723145
	Iteration 207Q: 3 clusters Score -1405318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1405321.750000 Penalty: 3093.723145
	Iteration 208Q: 3 clusters Score -1405322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1405322.875000 Penalty: 3093.723145
	Iteration 209Q: 3 clusters Score -1405323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1405326.250000 Penalty: 3093.723145
	Iteration 210Q: 3 clusters Score -1405326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1405325.625000 Penalty: 3093.723145
	Iteration 211Q: 3 clusters Score -1405326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1405330.500000 Penalty: 3093.723145
	Iteration 212Q: 3 clusters Score -1405330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1405330.625000 Penalty: 3093.723145
	Iteration 213Q: 3 clusters Score -1405331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1405333.125000 Penalty: 3093.723145
	Iteration 214Q: 3 clusters Score -1405333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1405333.875000 Penalty: 3093.723145
	Iteration 215Q: 3 clusters Score -1405334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1405336.625000 Penalty: 3093.723145
	Iteration 216Q: 3 clusters Score -1405337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1405334.000000 Penalty: 3093.723145
	Iteration 217Q: 3 clusters Score -1405334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1405338.250000 Penalty: 3093.723145
	Iteration 218Q: 3 clusters Score -1405338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1405338.750000 Penalty: 3093.723145
	Iteration 219Q: 3 clusters Score -1405339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1405339.750000 Penalty: 3093.723145
	Iteration 220F: 3 clusters Score -1405340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1405342.375000 Penalty: 3093.723145
	Iteration 221Q: 3 clusters Score -1405342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1405340.750000 Penalty: 3093.723145
	Iteration 222Q: 3 clusters Score -1405341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1405339.250000 Penalty: 3093.723145
	Iteration 223Q: 3 clusters Score -1405339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1405341.750000 Penalty: 3093.723145
	Iteration 224Q: 3 clusters Score -1405342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1405341.750000 Penalty: 3093.723145
	Iteration 225F: 3 clusters Score -1405342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -9856.085938 Penalty: 800.678711
	Iteration 0F: 2 clusters Score -9856.086 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 70 members 
Entering Unmasked Estep 
Score: -9392.402344 Penalty: 1601.357422
	Iteration 0F: 3 clusters Score -9392.402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9434.770508 Penalty: 1601.357422
	Iteration 1F: 3 clusters Score -9434.771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9473.257812 Penalty: 1601.357422
	Iteration 2Q: 3 clusters Score -9473.258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9489.853516 Penalty: 1601.357422
	Iteration 3Q: 3 clusters Score -9489.854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9500.743164 Penalty: 1601.357422
	Iteration 4Q: 3 clusters Score -9500.743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9500.743164 Penalty: 1601.357422
	Iteration 5F: 3 clusters Score -9500.743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Entering Unmasked Estep 
Score: -226467.734375 Penalty: 1250.929688
	Iteration 0F: 2 clusters Score -226467.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -224254.421875 Penalty: 2501.859375
	Iteration 0F: 3 clusters Score -224254.4 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -224827.765625 Penalty: 2501.859375
	Iteration 1F: 3 clusters Score -224827.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -225040.484375 Penalty: 2501.859375
	Iteration 2F: 3 clusters Score -225040.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -225197.359375 Penalty: 2501.859375
	Iteration 3F: 3 clusters Score -225197.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -225311.875000 Penalty: 2501.859375
	Iteration 4F: 3 clusters Score -225311.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -225407.687500 Penalty: 2501.859375
	Iteration 5Q: 3 clusters Score -225407.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -225492.906250 Penalty: 2501.859375
	Iteration 6Q: 3 clusters Score -225492.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -225567.718750 Penalty: 2501.859375
	Iteration 7Q: 3 clusters Score -225567.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -225649.687500 Penalty: 2501.859375
	Iteration 8Q: 3 clusters Score -225649.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -225703.640625 Penalty: 2501.859375
	Iteration 9Q: 3 clusters Score -225703.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -225739.656250 Penalty: 2501.859375
	Iteration 10Q: 3 clusters Score -225739.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -225763.859375 Penalty: 2501.859375
	Iteration 11Q: 3 clusters Score -225763.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -225786.984375 Penalty: 2501.859375
	Iteration 12Q: 3 clusters Score -225787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -225809.843750 Penalty: 2501.859375
	Iteration 13Q: 3 clusters Score -225809.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -225821.328125 Penalty: 2501.859375
	Iteration 14Q: 3 clusters Score -225821.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -225834.718750 Penalty: 2501.859375
	Iteration 15Q: 3 clusters Score -225834.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -225844.218750 Penalty: 2501.859375
	Iteration 16Q: 3 clusters Score -225844.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -225847.640625 Penalty: 2501.859375
	Iteration 17Q: 3 clusters Score -225847.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -225849.906250 Penalty: 2501.859375
	Iteration 18Q: 3 clusters Score -225849.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -225852.750000 Penalty: 2501.859375
	Iteration 19Q: 3 clusters Score -225852.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -225853.906250 Penalty: 2501.859375
	Iteration 20F: 3 clusters Score -225853.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -225854.609375 Penalty: 2501.859375
	Iteration 21Q: 3 clusters Score -225854.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -225854.703125 Penalty: 2501.859375
	Iteration 22Q: 3 clusters Score -225854.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -225855.203125 Penalty: 2501.859375
	Iteration 23Q: 3 clusters Score -225855.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -225855.203125 Penalty: 2501.859375
	Iteration 24F: 3 clusters Score -225855.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (23644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Entering Unmasked Estep 
Score: -2509139.500000 Penalty: 1636.515503
	Iteration 0F: 2 clusters Score -2509140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2492978.750000 Penalty: 3273.031006
	Iteration 0F: 3 clusters Score -2492979 nChanged 10907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2498993.500000 Penalty: 3273.031006
	Iteration 1F: 3 clusters Score -2498994 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2499348.250000 Penalty: 3273.031006
	Iteration 2Q: 3 clusters Score -2499348 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2499678.000000 Penalty: 3273.031006
	Iteration 3Q: 3 clusters Score -2499678 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2500001.750000 Penalty: 3273.031006
	Iteration 4Q: 3 clusters Score -2500002 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2500333.500000 Penalty: 3273.031006
	Iteration 5Q: 3 clusters Score -2500334 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2500747.000000 Penalty: 3273.031006
	Iteration 6Q: 3 clusters Score -2500747 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2501259.750000 Penalty: 3273.031006
	Iteration 7Q: 3 clusters Score -2501260 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2501869.500000 Penalty: 3273.031006
	Iteration 8Q: 3 clusters Score -2501870 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2502689.000000 Penalty: 3273.031006
	Iteration 9Q: 3 clusters Score -2502689 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2503550.500000 Penalty: 3273.031006
	Iteration 10F: 3 clusters Score -2503550 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2504195.000000 Penalty: 3273.031006
	Iteration 11Q: 3 clusters Score -2504195 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2504603.750000 Penalty: 3273.031006
	Iteration 12Q: 3 clusters Score -2504604 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2504804.000000 Penalty: 3273.031006
	Iteration 13Q: 3 clusters Score -2504804 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2504928.000000 Penalty: 3273.031006
	Iteration 14Q: 3 clusters Score -2504928 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2504995.000000 Penalty: 3273.031006
	Iteration 15Q: 3 clusters Score -2504995 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2505069.000000 Penalty: 3273.031006
	Iteration 16Q: 3 clusters Score -2505069 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2505106.000000 Penalty: 3273.031006
	Iteration 17Q: 3 clusters Score -2505106 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2505166.500000 Penalty: 3273.031006
	Iteration 18Q: 3 clusters Score -2505166 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2505200.750000 Penalty: 3273.031006
	Iteration 19Q: 3 clusters Score -2505201 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2505240.500000 Penalty: 3273.031006
	Iteration 20F: 3 clusters Score -2505240 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2505284.500000 Penalty: 3273.031006
	Iteration 21Q: 3 clusters Score -2505284 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2505345.250000 Penalty: 3273.031006
	Iteration 22Q: 3 clusters Score -2505345 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2505385.750000 Penalty: 3273.031006
	Iteration 23Q: 3 clusters Score -2505386 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2505432.000000 Penalty: 3273.031006
	Iteration 24Q: 3 clusters Score -2505432 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2505472.750000 Penalty: 3273.031006
	Iteration 25Q: 3 clusters Score -2505473 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2505484.750000 Penalty: 3273.031006
	Iteration 26Q: 3 clusters Score -2505485 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2505509.750000 Penalty: 3273.031006
	Iteration 27Q: 3 clusters Score -2505510 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2505540.500000 Penalty: 3273.031006
	Iteration 28Q: 3 clusters Score -2505540 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2505560.500000 Penalty: 3273.031006
	Iteration 29Q: 3 clusters Score -2505560 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2505603.250000 Penalty: 3273.031006
	Iteration 30Q: 3 clusters Score -2505603 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2505624.000000 Penalty: 3273.031006
	Iteration 31Q: 3 clusters Score -2505624 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -2505651.250000 Penalty: 3273.031006
	Iteration 32Q: 3 clusters Score -2505651 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2505681.750000 Penalty: 3273.031006
	Iteration 33Q: 3 clusters Score -2505682 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2505721.000000 Penalty: 3273.031006
	Iteration 34Q: 3 clusters Score -2505721 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2505759.750000 Penalty: 3273.031006
	Iteration 35Q: 3 clusters Score -2505760 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2505803.250000 Penalty: 3273.031006
	Iteration 36Q: 3 clusters Score -2505803 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2505874.750000 Penalty: 3273.031006
	Iteration 37Q: 3 clusters Score -2505875 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2505919.250000 Penalty: 3273.031006
	Iteration 38Q: 3 clusters Score -2505919 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2505982.000000 Penalty: 3273.031006
	Iteration 39Q: 3 clusters Score -2505982 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2506068.250000 Penalty: 3273.031006
	Iteration 40F: 3 clusters Score -2506068 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2506168.250000 Penalty: 3273.031006
	Iteration 41Q: 3 clusters Score -2506168 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2506255.500000 Penalty: 3273.031006
	Iteration 42Q: 3 clusters Score -2506256 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2506374.500000 Penalty: 3273.031006
	Iteration 43Q: 3 clusters Score -2506374 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2506495.250000 Penalty: 3273.031006
	Iteration 44Q: 3 clusters Score -2506495 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2506624.750000 Penalty: 3273.031006
	Iteration 45Q: 3 clusters Score -2506625 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2506732.750000 Penalty: 3273.031006
	Iteration 46Q: 3 clusters Score -2506733 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2506856.500000 Penalty: 3273.031006
	Iteration 47Q: 3 clusters Score -2506856 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2506975.250000 Penalty: 3273.031006
	Iteration 48Q: 3 clusters Score -2506975 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2507078.250000 Penalty: 3273.031006
	Iteration 49Q: 3 clusters Score -2507078 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2507171.250000 Penalty: 3273.031006
	Iteration 50Q: 3 clusters Score -2507171 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2507257.250000 Penalty: 3273.031006
	Iteration 51Q: 3 clusters Score -2507257 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2507343.500000 Penalty: 3273.031006
	Iteration 52Q: 3 clusters Score -2507344 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2507412.250000 Penalty: 3273.031006
	Iteration 53Q: 3 clusters Score -2507412 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2507467.000000 Penalty: 3273.031006
	Iteration 54Q: 3 clusters Score -2507467 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2507502.750000 Penalty: 3273.031006
	Iteration 55Q: 3 clusters Score -2507503 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2507548.250000 Penalty: 3273.031006
	Iteration 56Q: 3 clusters Score -2507548 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2507568.250000 Penalty: 3273.031006
	Iteration 57Q: 3 clusters Score -2507568 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2507590.750000 Penalty: 3273.031006
	Iteration 58Q: 3 clusters Score -2507591 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2507622.750000 Penalty: 3273.031006
	Iteration 59Q: 3 clusters Score -2507623 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2507639.750000 Penalty: 3273.031006
	Iteration 60F: 3 clusters Score -2507640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2507660.750000 Penalty: 3273.031006
	Iteration 61Q: 3 clusters Score -2507661 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2507673.000000 Penalty: 3273.031006
	Iteration 62Q: 3 clusters Score -2507673 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2507692.000000 Penalty: 3273.031006
	Iteration 63Q: 3 clusters Score -2507692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2507704.750000 Penalty: 3273.031006
	Iteration 64Q: 3 clusters Score -2507705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2507713.250000 Penalty: 3273.031006
	Iteration 65Q: 3 clusters Score -2507713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2507720.500000 Penalty: 3273.031006
	Iteration 66Q: 3 clusters Score -2507720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2507737.750000 Penalty: 3273.031006
	Iteration 67Q: 3 clusters Score -2507738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2507754.000000 Penalty: 3273.031006
	Iteration 68Q: 3 clusters Score -2507754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2507757.000000 Penalty: 3273.031006
	Iteration 69Q: 3 clusters Score -2507757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2507765.750000 Penalty: 3273.031006
	Iteration 70Q: 3 clusters Score -2507766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2507767.250000 Penalty: 3273.031006
	Iteration 71Q: 3 clusters Score -2507767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2507770.250000 Penalty: 3273.031006
	Iteration 72Q: 3 clusters Score -2507770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2507773.000000 Penalty: 3273.031006
	Iteration 73Q: 3 clusters Score -2507773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2507773.250000 Penalty: 3273.031006
	Iteration 74Q: 3 clusters Score -2507773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2507776.250000 Penalty: 3273.031006
	Iteration 75Q: 3 clusters Score -2507776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2507778.000000 Penalty: 3273.031006
	Iteration 76Q: 3 clusters Score -2507778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2507780.500000 Penalty: 3273.031006
	Iteration 77Q: 3 clusters Score -2507780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2507779.750000 Penalty: 3273.031006
	Iteration 78Q: 3 clusters Score -2507780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2507778.500000 Penalty: 3273.031006
	Iteration 79Q: 3 clusters Score -2507778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2507778.250000 Penalty: 3273.031006
	Iteration 80F: 3 clusters Score -2507778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -35382.167969 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -35382.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -34452.363281 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -34452.36 nChanged 84
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: -34554.718750 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -34554.72 nChanged 21
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: -34604.417969 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -34604.42 nChanged 12
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: -34630.003906 Penalty: 1936.488037
	Iteration 3Q: 3 clusters Score -34630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -34638.117188 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -34638.12 nChanged 1
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: -34640.019531 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -34640.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -34640.863281 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -34640.86 nChanged 1
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: -34642.398438 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -34642.4 nChanged 3
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: -34645.226562 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -34645.23 nChanged 0
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: -34645.226562 Penalty: 1936.488037
	Iteration 9F: 3 clusters Score -34645.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Entering Unmasked Estep 
Score: -150646.140625 Penalty: 1205.454346
	Iteration 0F: 2 clusters Score -150646.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -148791.062500 Penalty: 2410.908691
	Iteration 0F: 3 clusters Score -148791.1 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -149207.359375 Penalty: 2410.908691
	Iteration 1F: 3 clusters Score -149207.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -149346.156250 Penalty: 2410.908691
	Iteration 2F: 3 clusters Score -149346.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -149428.687500 Penalty: 2410.908691
	Iteration 3F: 3 clusters Score -149428.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -149488.609375 Penalty: 2410.908691
	Iteration 4Q: 3 clusters Score -149488.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -149524.750000 Penalty: 2410.908691
	Iteration 5Q: 3 clusters Score -149524.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -149545.609375 Penalty: 2410.908691
	Iteration 6Q: 3 clusters Score -149545.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -149559.656250 Penalty: 2410.908691
	Iteration 7Q: 3 clusters Score -149559.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -149570.078125 Penalty: 2410.908691
	Iteration 8Q: 3 clusters Score -149570.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -149578.921875 Penalty: 2410.908691
	Iteration 9Q: 3 clusters Score -149578.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -149584.796875 Penalty: 2410.908691
	Iteration 10Q: 3 clusters Score -149584.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -149594.343750 Penalty: 2410.908691
	Iteration 11Q: 3 clusters Score -149594.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -149604.765625 Penalty: 2410.908691
	Iteration 12Q: 3 clusters Score -149604.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -149614.875000 Penalty: 2410.908691
	Iteration 13Q: 3 clusters Score -149614.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -149627.078125 Penalty: 2410.908691
	Iteration 14Q: 3 clusters Score -149627.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -149638.218750 Penalty: 2410.908691
	Iteration 15Q: 3 clusters Score -149638.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -149649.890625 Penalty: 2410.908691
	Iteration 16Q: 3 clusters Score -149649.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -149665.156250 Penalty: 2410.908691
	Iteration 17Q: 3 clusters Score -149665.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -149683.359375 Penalty: 2410.908691
	Iteration 18Q: 3 clusters Score -149683.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -149695.031250 Penalty: 2410.908691
	Iteration 19Q: 3 clusters Score -149695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -149712.578125 Penalty: 2410.908691
	Iteration 20F: 3 clusters Score -149712.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -149723.250000 Penalty: 2410.908691
	Iteration 21Q: 3 clusters Score -149723.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -149732.015625 Penalty: 2410.908691
	Iteration 22Q: 3 clusters Score -149732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -149734.187500 Penalty: 2410.908691
	Iteration 23Q: 3 clusters Score -149734.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -149735.203125 Penalty: 2410.908691
	Iteration 24Q: 3 clusters Score -149735.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -149735.796875 Penalty: 2410.908691
	Iteration 25Q: 3 clusters Score -149735.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -149736.453125 Penalty: 2410.908691
	Iteration 26Q: 3 clusters Score -149736.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -149736.453125 Penalty: 2410.908691
	Iteration 27F: 3 clusters Score -149736.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -257200.921875 Penalty: 1276.903564
	Iteration 0F: 2 clusters Score -257200.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -254754.828125 Penalty: 2553.807129
	Iteration 0F: 3 clusters Score -254754.8 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -255386.718750 Penalty: 2553.807129
	Iteration 1F: 3 clusters Score -255386.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -255584.031250 Penalty: 2553.807129
	Iteration 2F: 3 clusters Score -255584 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -255756.234375 Penalty: 2553.807129
	Iteration 3F: 3 clusters Score -255756.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -255913.734375 Penalty: 2553.807129
	Iteration 4F: 3 clusters Score -255913.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -256067.218750 Penalty: 2553.807129
	Iteration 5F: 3 clusters Score -256067.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -256223.296875 Penalty: 2553.807129
	Iteration 6Q: 3 clusters Score -256223.3 nChanged 120
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: -256383.375000 Penalty: 2553.807129
	Iteration 7Q: 3 clusters Score -256383.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -256517.500000 Penalty: 2553.807129
	Iteration 8Q: 3 clusters Score -256517.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -256624.484375 Penalty: 2553.807129
	Iteration 9Q: 3 clusters Score -256624.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -256694.921875 Penalty: 2553.807129
	Iteration 10Q: 3 clusters Score -256694.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -256743.734375 Penalty: 2553.807129
	Iteration 11Q: 3 clusters Score -256743.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -256791.156250 Penalty: 2553.807129
	Iteration 12Q: 3 clusters Score -256791.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -256832.421875 Penalty: 2553.807129
	Iteration 13Q: 3 clusters Score -256832.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -256867.500000 Penalty: 2553.807129
	Iteration 14Q: 3 clusters Score -256867.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -256904.500000 Penalty: 2553.807129
	Iteration 15Q: 3 clusters Score -256904.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -256948.171875 Penalty: 2553.807129
	Iteration 16Q: 3 clusters Score -256948.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -256983.859375 Penalty: 2553.807129
	Iteration 17Q: 3 clusters Score -256983.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -257019.500000 Penalty: 2553.807129
	Iteration 18Q: 3 clusters Score -257019.5 nChanged 30
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: -257047.437500 Penalty: 2553.807129
	Iteration 19Q: 3 clusters Score -257047.4 nChanged 35
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: -257085.156250 Penalty: 2553.807129
	Iteration 20F: 3 clusters Score -257085.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -257113.312500 Penalty: 2553.807129
	Iteration 21Q: 3 clusters Score -257113.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -257139.125000 Penalty: 2553.807129
	Iteration 22Q: 3 clusters Score -257139.1 nChanged 13
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: -257152.343750 Penalty: 2553.807129
	Iteration 23Q: 3 clusters Score -257152.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -257158.312500 Penalty: 2553.807129
	Iteration 24Q: 3 clusters Score -257158.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -257161.609375 Penalty: 2553.807129
	Iteration 25Q: 3 clusters Score -257161.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -257163.343750 Penalty: 2553.807129
	Iteration 26Q: 3 clusters Score -257163.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -257164.515625 Penalty: 2553.807129
	Iteration 27Q: 3 clusters Score -257164.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -257165.359375 Penalty: 2553.807129
	Iteration 28Q: 3 clusters Score -257165.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -257165.359375 Penalty: 2553.807129
	Iteration 29F: 3 clusters Score -257165.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -17147.923828 Penalty: 868.129333
	Iteration 0F: 2 clusters Score -17147.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16423.783203 Penalty: 1736.258667
	Iteration 0F: 3 clusters Score -16423.78 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16571.027344 Penalty: 1736.258667
	Iteration 1F: 3 clusters Score -16571.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16651.984375 Penalty: 1736.258667
	Iteration 2F: 3 clusters Score -16651.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16689.267578 Penalty: 1736.258667
	Iteration 3Q: 3 clusters Score -16689.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16694.695312 Penalty: 1736.258667
	Iteration 4Q: 3 clusters Score -16694.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16694.695312 Penalty: 1736.258667
	Iteration 5F: 3 clusters Score -16694.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Entering Unmasked Estep 
Score: -158608.484375 Penalty: 1198.885864
	Iteration 0F: 2 clusters Score -158608.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -156806.531250 Penalty: 2397.771729
	Iteration 0F: 3 clusters Score -156806.5 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -157299.390625 Penalty: 2397.771729
	Iteration 1F: 3 clusters Score -157299.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -157483.828125 Penalty: 2397.771729
	Iteration 2F: 3 clusters Score -157483.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -157583.890625 Penalty: 2397.771729
	Iteration 3F: 3 clusters Score -157583.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -157670.265625 Penalty: 2397.771729
	Iteration 4F: 3 clusters Score -157670.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -157721.234375 Penalty: 2397.771729
	Iteration 5Q: 3 clusters Score -157721.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -157763.046875 Penalty: 2397.771729
	Iteration 6Q: 3 clusters Score -157763 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -157795.625000 Penalty: 2397.771729
	Iteration 7Q: 3 clusters Score -157795.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -157836.500000 Penalty: 2397.771729
	Iteration 8Q: 3 clusters Score -157836.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -157881.843750 Penalty: 2397.771729
	Iteration 9Q: 3 clusters Score -157881.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -157913.859375 Penalty: 2397.771729
	Iteration 10Q: 3 clusters Score -157913.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -157929.968750 Penalty: 2397.771729
	Iteration 11Q: 3 clusters Score -157930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -157940.500000 Penalty: 2397.771729
	Iteration 12Q: 3 clusters Score -157940.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -157951.046875 Penalty: 2397.771729
	Iteration 13Q: 3 clusters Score -157951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -157961.171875 Penalty: 2397.771729
	Iteration 14Q: 3 clusters Score -157961.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -157965.421875 Penalty: 2397.771729
	Iteration 15Q: 3 clusters Score -157965.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -157968.500000 Penalty: 2397.771729
	Iteration 16Q: 3 clusters Score -157968.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -157970.093750 Penalty: 2397.771729
	Iteration 17Q: 3 clusters Score -157970.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -157973.562500 Penalty: 2397.771729
	Iteration 18Q: 3 clusters Score -157973.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -157975.828125 Penalty: 2397.771729
	Iteration 19Q: 3 clusters Score -157975.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -157975.828125 Penalty: 2397.771729
	Iteration 20F: 3 clusters Score -157975.8 nChanged 0
--- Evaluating fit on full set of 1924095 points ---
Entering Unmasked Estep 
Score: -198056960.000000 Penalty: 82297.929688
25->36 Clusters: Score -198056960.000000, best is -198226176.000000

Main iterations: 0 (time per=infms)
Total iterations: 57725 (time per=254.305757ms)
Iterations metric 2: 1382642876416.000000 (time per=10.617203ns)
Iterations metric 3: 33181384310784.000000 (time per=442.410710ps)

That took 14679.799805 seconds.
